tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=233
objective=binary sigmoid:1
feature_names=NAME_CONTRACT_TYPE CODE_GENDER FLAG_OWN_CAR FLAG_OWN_REALTY CNT_CHILDREN AMT_INCOME_TOTAL AMT_CREDIT AMT_ANNUITY AMT_GOODS_PRICE NAME_TYPE_SUITE NAME_INCOME_TYPE NAME_EDUCATION_TYPE NAME_FAMILY_STATUS NAME_HOUSING_TYPE REGION_POPULATION_RELATIVE DAYS_BIRTH DAYS_EMPLOYED DAYS_REGISTRATION DAYS_ID_PUBLISH OWN_CAR_AGE FLAG_MOBIL FLAG_EMP_PHONE FLAG_WORK_PHONE FLAG_CONT_MOBILE FLAG_PHONE FLAG_EMAIL OCCUPATION_TYPE CNT_FAM_MEMBERS REGION_RATING_CLIENT REGION_RATING_CLIENT_W_CITY WEEKDAY_APPR_PROCESS_START HOUR_APPR_PROCESS_START REG_REGION_NOT_LIVE_REGION REG_REGION_NOT_WORK_REGION LIVE_REGION_NOT_WORK_REGION REG_CITY_NOT_LIVE_CITY REG_CITY_NOT_WORK_CITY LIVE_CITY_NOT_WORK_CITY ORGANIZATION_TYPE EXT_SOURCE_1 EXT_SOURCE_2 EXT_SOURCE_3 APARTMENTS_AVG BASEMENTAREA_AVG YEARS_BEGINEXPLUATATION_AVG YEARS_BUILD_AVG COMMONAREA_AVG ELEVATORS_AVG ENTRANCES_AVG FLOORSMAX_AVG FLOORSMIN_AVG LANDAREA_AVG LIVINGAPARTMENTS_AVG LIVINGAREA_AVG NONLIVINGAPARTMENTS_AVG NONLIVINGAREA_AVG APARTMENTS_MODE BASEMENTAREA_MODE YEARS_BEGINEXPLUATATION_MODE YEARS_BUILD_MODE COMMONAREA_MODE ELEVATORS_MODE ENTRANCES_MODE FLOORSMAX_MODE FLOORSMIN_MODE LANDAREA_MODE LIVINGAPARTMENTS_MODE LIVINGAREA_MODE NONLIVINGAPARTMENTS_MODE NONLIVINGAREA_MODE APARTMENTS_MEDI BASEMENTAREA_MEDI YEARS_BEGINEXPLUATATION_MEDI YEARS_BUILD_MEDI COMMONAREA_MEDI ELEVATORS_MEDI ENTRANCES_MEDI FLOORSMAX_MEDI FLOORSMIN_MEDI LANDAREA_MEDI LIVINGAPARTMENTS_MEDI LIVINGAREA_MEDI NONLIVINGAPARTMENTS_MEDI NONLIVINGAREA_MEDI FONDKAPREMONT_MODE HOUSETYPE_MODE TOTALAREA_MODE WALLSMATERIAL_MODE EMERGENCYSTATE_MODE OBS_30_CNT_SOCIAL_CIRCLE DEF_30_CNT_SOCIAL_CIRCLE OBS_60_CNT_SOCIAL_CIRCLE DEF_60_CNT_SOCIAL_CIRCLE DAYS_LAST_PHONE_CHANGE FLAG_DOCUMENT_2 FLAG_DOCUMENT_3 FLAG_DOCUMENT_4 FLAG_DOCUMENT_5 FLAG_DOCUMENT_6 FLAG_DOCUMENT_7 FLAG_DOCUMENT_8 FLAG_DOCUMENT_9 FLAG_DOCUMENT_10 FLAG_DOCUMENT_11 FLAG_DOCUMENT_12 FLAG_DOCUMENT_13 FLAG_DOCUMENT_14 FLAG_DOCUMENT_15 FLAG_DOCUMENT_16 FLAG_DOCUMENT_17 FLAG_DOCUMENT_18 FLAG_DOCUMENT_19 FLAG_DOCUMENT_20 FLAG_DOCUMENT_21 AMT_REQ_CREDIT_BUREAU_HOUR AMT_REQ_CREDIT_BUREAU_DAY AMT_REQ_CREDIT_BUREAU_WEEK AMT_REQ_CREDIT_BUREAU_MON AMT_REQ_CREDIT_BUREAU_QRT AMT_REQ_CREDIT_BUREAU_YEAR CREDIT_INCOME_RATIO ANNUITY_INCOME_RATIO CREDIT_TERM GOODS_CREDIT_RATIO AGE_YEARS EMPLOYMENT_YEARS EMPLOYED_RATIO CREDIT_TO_AGE INCOME_PER_PERSON CHILDREN_RATIO EXT_SOURCE_MEAN EXT_SOURCE_MIN EXT_SOURCE_PROD EXT_SOURCE_STD EXT1_EXT2_INTERACTION EXT2_EXT3_INTERACTION EXT_CREDIT_RATIO DOCUMENT_COUNT TOTAL_ENQUIRIES RECENT_ENQUIRY_RATIO HAS_CAR_REALTY DAYS_REGISTRATION_RATIO BUREAU_DAYS_CREDIT_MEAN BUREAU_DAYS_CREDIT_MIN BUREAU_DAYS_CREDIT_MAX BUREAU_DAYS_CREDIT_STD BUREAU_CREDIT_DAY_OVERDUE_MEAN BUREAU_CREDIT_DAY_OVERDUE_MAX BUREAU_CREDIT_DAY_OVERDUE_SUM BUREAU_DAYS_CREDIT_ENDDATE_MEAN BUREAU_DAYS_CREDIT_ENDDATE_MIN BUREAU_DAYS_CREDIT_ENDDATE_MAX BUREAU_AMT_CREDIT_SUM_MEAN BUREAU_AMT_CREDIT_SUM_MAX BUREAU_AMT_CREDIT_SUM_SUM BUREAU_AMT_CREDIT_SUM_DEBT_MEAN BUREAU_AMT_CREDIT_SUM_DEBT_MAX BUREAU_AMT_CREDIT_SUM_DEBT_SUM BUREAU_AMT_CREDIT_SUM_OVERDUE_MEAN BUREAU_AMT_CREDIT_SUM_OVERDUE_MAX BUREAU_AMT_CREDIT_SUM_OVERDUE_SUM BUREAU_DEBT_CREDIT_RATIO_MEAN BUREAU_DEBT_CREDIT_RATIO_MAX BUREAU_CREDIT_UTIL_RATE_MEAN BUREAU_CREDIT_UTIL_RATE_MAX BUREAU_CREDIT_ACTIVE_BINARY_MEAN BUREAU_CREDIT_ACTIVE_BINARY_SUM BUREAU_STATUS_WORST_MEAN BUREAU_STATUS_WORST_MAX BUREAU_STATUS_MEAN_MEAN BUREAU_MONTHS_COUNT_MEAN BUREAU_MONTHS_COUNT_SUM BUREAU_CNT_CREDIT_PROLONG_SUM BUREAU_CNT_CREDIT_PROLONG_MEAN BUREAU_COUNT BUREAU_ACTIVE_COUNT PREV_COUNT PREV_APPROVED_RATE PREV_REFUSED_RATE PREV_APP_CREDIT_RATIO_MEAN PREV_ANNUITY_MEAN PREV_CREDIT_MEAN PREV_DAYS_DECISION_MEAN PREV_DAYS_DECISION_MIN PREV_GOODS_PRICE_MEAN INST_PAYMENT_DIFF_MEAN INST_PAYMENT_DIFF_MAX INST_DAYS_ENTRY_DIFF_MEAN INST_LATE_PAYMENT_RATE INST_SHORT_PAYMENT_RATE INST_COUNT POS_MONTHS_COUNT POS_SK_DPD_MEAN POS_SK_DPD_MAX POS_DPD_RATE POS_CNT_INSTALMENT_MEAN CC_UTIL_RATE_MEAN CC_UTIL_RATE_MAX CC_DRAWING_RATE_MEAN CC_AMT_BALANCE_MEAN CC_COUNT CC_DPD_MEAN NLP_EMB_0 NLP_EMB_1 NLP_EMB_2 NLP_EMB_3 NLP_EMB_4 NLP_EMB_5 NLP_EMB_6 NLP_EMB_7 NLP_EMB_8 NLP_EMB_9 NLP_EMB_10 NLP_EMB_11 NLP_EMB_12 NLP_EMB_13 NLP_EMB_14 NLP_EMB_15 NLP_EMB_16 NLP_EMB_17 NLP_EMB_18 NLP_EMB_19 NLP_EMB_20 NLP_EMB_21 NLP_EMB_22 NLP_EMB_23 NLP_EMB_24 NLP_EMB_25 NLP_EMB_26 NLP_EMB_27 NLP_EMB_28 NLP_EMB_29 NLP_EMB_30 NLP_EMB_31
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tree_sizes=12009 12419 12405 12382 12424 12441 12429 12438 12438 12442 12441 12436 12481 12430 12441 12448 12473 12417 12478 12439 12507 12495 12464 12478 12502 12444 12522 12500 12450 12475 12483 12505 12505 12524 12496 12481 12515 12490 12518 12508 12499 12511 12499 12494 12533 12545 12518 12548 12522 12517 12536 12509 12522 12521 12553 12555 12532 12552 12562 12545 12527 12532 12523 12524 12542 12536 12506 12522 12534 12514 12566 12532 12538 12576 12548 12590 12549 12547 12560 12590 12568 12561 12566 12580 12561 12562 12569 12554 12585 12552 12577 12561 12561 12531 12560 12592 12544 12567 12564 12551 12565 12527 12561 12537 12573 12571 12569 12558 12584 12579 12597 12536 12552 12559 12532 12592 12550 12549 12514 12575 12601 12585 12569 12554 12596 12561 12556 12537 12533 12601 12545 12577 12541 12569 12553 12496 12573 12551 12590 12594 12568 12592 12571 12539 12582 12575 12561 12604 12578 12564 12594 12559 12567 12526 12549 12591 12600 12548 12608 12599 12598 12565 12488 12582 12579 12558 12599 12520 12514 12563 12531 12554 12582 12594 12609 12538 12561 12590 12566 12604 12584 12525 12549 12612 12582 12525 12618 12623 12512 12575 12608 12580 12556 12609 12543 12569 12539 12595 9310 12577 12524 12550 12559 11500 12555 12552 12542 12611 12563 12544 12605 12607 12535 12522 12526 12570 12577 12589 12590 12537 12497 12594 12540 10300 12593 12595 12593 12591 9971 12572 12609 12515 12568 12576 12588 12609 12555 12536 12526 12582 12537 12574 12547 12591 12588 12604 12580 12597 12535 10733 12536 11413 12573 12529 12560 12566 12607 12581 12560 12600 12571 12508 12587 12555 12579 12589 12549 12605 12602 12548 9643 12614 12567 12587 12611 12601 12599 12028 12556 12616 12549 12525 12565 12606 12598 12526 12587 12471 12612 9969 12537 12554 12525 11867 12598 12559 12557 12575 12595 12518 12560 12612 12568 12567 12549 12595 12609 12589 12586 12530 12494 12582 11492 12549 12510 12602 12574 12520 12151 12623 12517 12540 11075 12598 12600 10942 6852 12552 12601 9628 12618 12580 12510 7854 12586 12587 12622 12515 12576 12622 12503 12541 12571 12546 12544 12590 7868 5775 12598 7839 12601 12532 12536 12601 12532 12568 12553 12529 12548 12571 12620 11900 12589 12595 12604 12630 12553 6517 12587 8750 12562 12576 12596 10526 12559 12573 9498 12533 12618 9780 12531 12551 12531 12540 12630 12550 12566 12583 12587 10543 11276 12527 10958 12626 12530 12539 11749 12604 10780 12593 10772 12534 12583 10502 11971 12490 12583 10128 12539 12629 12566 12595 12606 12585 12584 12555 12523 12510 12566 12572 12583 8970 12587 12635 12525 8296 12523 9233 12609 11403 12623 12558 12615 12597 12571 12611 12627 9687 12564 12583 12527 12603 12573 12635 12554 12594 12534 12568 12602 12509 11510 12656 12592 12598 12629 12559 12613 12584 12573 12548 9836 7604 7293 12546 12567 12590 12609 5666 9973 12560 12637 12541 12545 9733 7333 12562 12454 12617 12610 7748 12603 12558 12552 6865 7993 12596 12549 12541 8314 12533 12539 12594 12610 12586 12636 12605 12618 12561 12567 12591 12538 8382 12578 9333 12587 12624 12592 7665 6668 12601 12522 12544 12477 12541 7658 9341 12586 12635 12498 10072 12494 12605 12599 12562 12586 12595 11755 12567 9865 9649 12567 9822 12608 12617 12574 12572 12558 12631 12604 12654 12576 9210 12559 12605 12516 12571 12508 12602 12573 12624 12578 12644 12585 11406 12556 12592 12578 12617 12586 12507 10928 12618 11060 12566 5304 12535 12591 12598 11869 12641 7014 7556 12610 11928 12594 12598 12567 9950 12490 12596 12605 7525 12572 12582 12579 12636 12527 12618 12607 12284 12533 12569 12551 12614 12517 12577 12576 12564 12581 12567 12606 12569 9148 10896 12636 12601 12580 12535 12608 11545 12599 12652 12566 12617 12590 12509 10027 12533 12525 12533 12583 12576 12618 7407 12616 12582 6683 9247 12595 12593 8174 12505 12582 10851 12640 12313 12515 10531 12536 12633 10744 12549 12617 12632 12502 12521 11734 8061 12625 11861 12613 12575 10099 12499 12557 10914 11513 12557 12565 12624 12591 12530 12048 12573 12565 12285 12583 12576 12610 12588 12165 12548 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12510 9284

Tree=0
num_leaves=112
num_cat=0
split_feature=130 130 130 162 162 162 131 178 130 188 183 125 130 162 196 191 7 197 130 178 197 41 124 149 189 189 6 120 29 41 130 124 26 41 133 199 184 7 191 199 145 178 196 183 191 174 133 130 8 181 7 11 6 188 183 131 177 86 205 57 162 130 217 29 177 189 7 83 131 133 228 233 204 11 191 130 190 127 180 189 191 190 197 183 155 134 1 215 127 143 16 126 222 183 145 189 196 189 134 196 126 7 189 200 67 150 225 178 29 212 133
split_gain=7531.72 1324.6 978.008 374.682 312.451 282.575 193.556 135.487 133.639 130.589 119.832 111.104 102.039 88.764 76.7797 71.1734 66.9697 61.9163 59.5554 57.6572 57.117 56.4976 54.1831 54.1287 51.6341 47.7094 46.9233 43.7631 42.3677 40.2999 39.2425 38.3977 37.7278 37.6895 37.391 37.1913 36.1941 35.5071 34.8693 34.3809 34.0585 32.8509 32.49 36.3666 32.0509 34.8766 31.7688 31.5911 30.4169 29.9239 27.7944 27.6133 28.2698 27.558 27.4775 27.0449 26.2783 25.9279 25.9256 24.4553 24.2011 23.9281 23.7817 23.3938 29.9107 23.3759 23.0196 22.67 22.499 22.0636 21.8341 21.4275 21.6655 21.2897 24.0527 21.1805 27.8178 20.9972 20.7838 20.7373 20.4925 20.0872 22.0905 19.7081 22.1608 19.2895 18.7175 18.4858 18.4098 18.1856 18.5696 18.4122 17.6556 17.6253 17.3214 17.2458 16.9551 16.8294 16.8124 16.5778 16.5504 16.3981 16.2453 16.1908 16.182 16.1709 15.9055 15.5658 15.1261 14.9694 14.7414
threshold=0.37156178104244381 0.51706941101414716 0.24498066392381918 0.92285144819770115 0.9404417120464269 0.95294599122539247 0.085377844006375964 0.20256410256410259 0.6378363570177128 0.86696165191740426 -1824.4999999999998 0.46406570841889122 0.43074775047091218 0.94294744605603686 0.6800083046232257 18.500000000000004 15023.250000000002 1.0235920852369256 0.42267794045044194 0.2834821428571429 1.0158617933594811 0.30850602613156303 46.361396303901444 197.30952380952382 0.22874354561101551 0.16701534170153418 284323.50000000006 1.2384944955800197 1.5000000000000002 0.26575311909471833 0.34234462508628999 22.396988364134156 16.500000000000004 0.40923071315095516 0.2971247125271253 173835.95292613638 23676.750000000004 13898.250000000002 20.500000000000004 33280.878716517866 228.10039816544437 0.32305502846299816 0.60063984232506595 -1776.4999999999998 19.500000000000004 4.5000000000000009 0.046250675829506295 0.42870164154062212 929250.00000000012 32785.125000000007 15752.250000000002 3.5000000000000004 269766.00000000006 0.86971411554496736 -1716.4999999999998 0.27171582029711672 0.46247654784240161 0.085750000000000007 -0.023515261709690091 0.0013500000000000003 0.99999138012644961 0.48814599484747406 0.023686270229518417 1.5000000000000002 0.57417582417582425 0.37047930283224406 11247.750000000002 0.0062500000000000012 0.17566342542293523 0.20896771558261362 0.012415165081620218 -0.011176262516528366 0.052255420014262206 2.5000000000000004 16.500000000000004 0.34234462508628999 38.500000000000007 3701.4719494973356 10830.76392857143 0.10025125628140706 41.500000000000007 60.500000000000007 1.0210489044675026 -2694.4999999999995 1015919.3070000001 0.30926075541346065 1.0000000180025095e-35 -0.012467079330235718 6589.6561345493419 -585.49999999999989 -159.49999999999997 0.10928369052851687 0.019924727268517021 -846.49999999999989 44.747439405326155 0.42172772723547258 0.66861924650467264 0.39631140574536811 0.13845914501510193 0.41001045285854049 0.18080624092456646 25521.750000000004 0.30024630541871927 46.500000000000007 0.13275000000000003 -829.49999999999989 -0.018669893033802506 0.39736842105263165 2.5000000000000004 0.0015082572936080398 0.39415259503100603
decision_type=8 10 10 10 10 8 10 10 8 8 10 2 8 8 10 10 10 10 8 10 8 10 2 8 10 10 2 2 2 8 10 2 2 8 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 10 2 2 10 10 10 8 10 2 10 10 10 2 2 10 10 10 8 10 10 2 2 2 2 8 10 10 2 10 10 10 10 8 8 10 10 2 2 2 8 2 2 2 10 10 10 10 10 8 10 2 10 10 8 10 8 2 10 2 2 8
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Tree=3
num_leaves=112
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split_gain=6445.52 1056.24 714.265 329.321 291.895 168.422 151.22 125.179 124.748 114.699 101.858 97.3067 93.0827 90.4601 72.4533 71.094 61.7286 61.1681 65.2843 56.9023 52.483 51.9288 59.1161 51.6736 50.6253 43.1948 38.6396 37.5411 37.4278 37.3601 35.4086 34.6491 32.5844 32.1165 34.6793 31.4041 31.2526 31.1429 34.3824 30.9859 33.7669 30.5458 30.2579 27.7986 27.64 27.42 27.2869 25.939 25.8867 25.5835 25.5191 25.3428 25.2063 25.1688 25.1087 25.8473 25.0639 24.9848 23.9788 26.5876 23.1288 23.054 23.0106 23.1516 22.899 22.6471 22.2154 21.8542 21.0686 20.3573 20.0588 19.41 19.3078 19.0235 18.7771 18.639 21.0387 18.525 18.3624 18.3413 20.596 17.7039 17.6534 17.274 18.7442 16.7811 16.7472 16.7339 16.6096 16.5187 16.2214 19.3496 16.0461 15.8374 15.7656 15.5573 15.341 15.2911 15.1708 15.1125 14.9336 19.6347 14.9066 14.8845 14.681 14.5043 14.2157 14.1543 14.1394 14.0344 14.0007
threshold=0.41212242736027882 0.25730111667334365 0.51706941101414716 0.96243503901520289 0.10974977388053286 0.87320924853621029 0.34541172612148968 0.93547181607255159 0.36371858143660896 0.34496990492100627 0.86325858229095509 53.589322381930195 -91.499999999999986 0.95099262769023885 383.68943351284179 0.83472068745569461 0.93120351588911443 0.91695402298850581 -605.65151515151501 39.500000000000007 27.500000000000004 0.75564037319762523 -755.47222222222206 0.86325950362635562 0.267948717948718 31155.350625000003 0.10008143509480516 47.026694045174544 31.500000000000004 0.030894393101334575 1.2729756589370591 517.17711038961045 10379.250000000002 102.50000000000001 0.83471698346535728 0.74203692432542112 15941.250000000002 -19385.499999999996 0.74869834314271211 -786.94444444444434 273672.00000000006 -743.95833333333314 1.0614338748116332 -2913.4999999999995 13.366095146099978 45285.60242872341 0.12965000000000002 26318.250000000004 31.919871794871799 1.0000000180025095e-35 0.47799919411262032 61.118412046543476 -0.043139914050698273 0.26491228070175443 1.5000000000000002 15.500000000000002 41611.571526988635 -21781.499999999996 0.073750000000000024 27.019230769230774 61516.125000000007 -78.464285714285708 0.012450000000000001 -21149.499999999996 0.39736842105263165 0.2361650823630371 905823.00000000012 1.5000000000000002 0.82562342536991806 457491.00000000006 0.55750404077850579 0.92285144819770115 0.6873442514704543 19.500000000000004 -4543.4999999999991 79995.375000000015 243.15833333333336 -962.45833333333314 -663.21825396825386 -6978.4999999999991 16580.250000000004 -4320.4999999999991 0.031793976202607162 0.13275000000000003 0.99999861542634783 21.33460559796438 0.21875000000000003 -8574.4999999999982 0.9202492038815222 0.8451542588866533 0.94210442578082787 755325.00000000012 5.8781548250265123 0.97935000000000005 53920.220937500002 725601.00000000012 -188.49999999999997 0.30875000000000002 0.15075757575757578 6.5000000000000009 -18736.499999999996 2.5000000000000004 -0.012387042865157126 2.5000000000000004 0.014448903035372497 0.24498066392381918 0.085116182504394927 0.00066143323783762764 0.82174472049896841 80241.562500000015 0.97914269165960033
decision_type=8 10 10 10 10 10 10 10 10 8 10 2 2 8 10 8 8 8 10 10 8 8 10 10 10 10 10 2 10 2 10 10 10 10 8 8 10 2 8 10 2 8 8 2 10 8 10 10 10 2 10 2 2 10 2 10 8 2 10 10 8 10 10 2 10 2 2 2 8 10 10 8 10 8 2 10 8 10 8 2 10 2 2 10 10 8 10 2 10 10 8 2 10 8 10 10 2 10 8 8 2 2 2 2 2 10 8 2 8 10 10
left_child=1 4 5 6 10 17 11 12 14 24 51 16 20 35 23 28 19 18 37 33 32 22 103 49 39 41 54 29 36 48 -10 60 -6 34 -3 75 109 -2 68 40 -5 53 -40 -44 -21 -24 79 -19 83 -4 56 67 -41 -16 -18 -56 -20 -9 59 -26 93 -62 63 -38 100 74 -42 -1 108 85 -27 -29 -43 -51 -34 -7 -77 -33 -49 -11 -81 -58 -52 84 -12 -63 96 -47 -28 102 104 -92 -79 -15 -72 98 -54 106 -80 -83 -23 -102 -22 -17 -82 -69 -59 -32 -39 -8 -66
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leaf_weight=7.3668454736471167 136.15600699931383 88.876214951276779 770.28695207834244 33.716334253549576 24.558081269264221 69.766296990215778 28.328784614801407 8.652203902602194 2204.2397621124983 45.026159413158894 162.9216448739171 165.34588146209717 72.940089419484138 21.657264210283756 138.43834172189236 146.68308769911528 28.202380426228046 345.38799769431353 31.601196564733982 37.653574824333191 7.9145089983940116 119.89482613652945 27.047133326530457 2120.921768039465 114.24207856506109 301.71525049209595 132.63206630200148 24.097076363861561 83.976553089916706 24.203598536550999 607.62729585170746 84.569040268659592 11.593988850712774 37.901028349995613 205.31292045116425 857.17074363678694 8.4919230267405492 39.794016383588314 72.479913160204887 19.910025902092457 89.264379255473614 76.600447595119476 43.953898303210735 100.21919859945774 72.794769272208214 12.92828733474016 72.140812650322914 99.479710951447487 7.9875385686755171 150.48103858530521 35.897749036550522 10.127648726105688 150.64985900372267 25.952944651246071 84.33168113976717 49.060809813439846 10.084891013801096 115.00454053282738 36.187205858528614 11.489873647689818 287.65435039997101 89.574470043182373 25.25468897074461 119.68039329349995 40.912007927894592 20.155883878469467 24.750762417912483 204.13426780700684 147.75513536483049 73.814859867095947 397.97344294190407 41.880777515470982 26.695705354213715 173.32196548581123 158.96864677965641 240.02834209054708 86.926497377455235 35.751011535525322 73.422518186271191 51.104314610362053 71.753654047846794 11.127952001988886 57.750971227884293 13.888081721961496 10.697454951703547 37.521400183439255 14.459066323935984 87.283857353031635 20.427801191806793 33.793759182095528 32.60498584061861 17.182208754122257 67.025593087077141 95.236102096736431 64.229975670576096 16.545682013034821 7.391566462814807 7.385211504995822 45.701339110732079 100.61723750829697 114.78859397023916 267.67660593241453 58.386301666498184 27.734279222786427 8.4374259263277036 15.597006320953367 7.8658784106373778 413.79582917690277 71.643928386271 24.616748243570328 18.336943030357361
leaf_count=87 1833 1115 10667 430 312 937 372 102 30983 572 1909 2180 954 289 1898 1934 368 4670 421 487 99 1606 355 29534 1401 4142 1717 304 1104 289 8539 1127 142 484 2619 11780 114 538 972 248 1111 1025 591 1332 937 170 924 1342 95 2080 481 124 1860 349 1075 634 134 1342 453 142 3876 1195 328 1546 534 251 310 2366 1985 989 5503 506 366 2385 1942 3261 1177 471 987 657 900 148 772 169 126 500 184 1134 258 426 410 217 888 1272 874 223 92 89 612 1324 1535 3545 726 366 106 189 94 5745 957 322 241
internal_value=0 0.0249007 -0.00902109 0.0176834 0.044366 -0.000519593 0.0128153 0.0315241 -0.0129824 0.030042 0.0565944 0.0196515 0.0239607 -0.00470324 -0.0103806 0.00724356 0.0230711 0.00542087 0.00924329 0.0286216 0.0291858 0.00388954 0.0113553 -0.012064 0.0367425 -0.00507772 0.0147109 0.0445861 0.0168172 0.0495531 -0.0163711 0.00130329 0.0355044 0.0333413 0.0358969 -0.00848402 0.0218612 0.00512626 0.00784052 0.0301846 0.0202301 0.00271787 0.0143458 0.020093 0.0130476 0.0226111 0.0180489 -0.000287919 0.0529419 -0.00794431 0.0189255 0.0689898 0.0366351 -0.00336391 0.0222271 0.0261261 0.0245242 0.050038 0.048302 0.0536399 -0.00136816 -0.00355247 0.0268655 0.0305918 -0.000231568 0.0386098 0.0257716 0.0707129 0.0021169 0.00230644 -0.00780925 0.0242403 0.0119115 -0.00249528 0.041317 -0.00310516 -0.00538224 0.009618 0.00542455 0.0218414 0.0250212 0.0289697 0.00846179 0.0546119 0.0568118 0.00764054 0.0393866 0.0277092 0.00601529 0.0138625 0.0297951 0.0153685 0.0157165 0.00737913 -0.0107546 0.0106165 0.0415515 0.0524268 0.0134159 0.0313948 -0.00187621 0.000368792 0.0198177 0.00246632 0.0363962 0.0721107 0.0543565 -0.012633 0.00922818 0.00563189 0.0121835
internal_weight=0 3926.61 10958.6 2876.48 1050.12 3486.32 2076.17 527.219 7472.28 800.311 522.902 922.539 388.311 2046.7 4246.62 1153.63 757.193 1439.62 859.082 442.539 315.371 863.286 301.677 3215.01 502.061 1031.61 314.655 285.676 290.349 219.698 3225.66 792.804 215.277 332.09 294.189 1253.89 206.373 612.002 475.846 340.142 147.731 267.687 216.653 144.173 110.448 127.259 298.25 580.537 195.495 1094.09 247.08 237.226 192.411 164.391 161.595 133.392 153.431 138.908 161.919 125.732 605.458 488.565 153.427 128.172 561.609 190.719 114.015 227.098 259.193 200.911 763.919 65.9779 103.296 323.803 170.563 396.721 326.955 187.346 235.149 226.109 181.083 121.83 93.6487 187.507 173.619 127.096 172.5 100.212 153.06 100.095 129.978 49.7872 102.777 116.893 462.203 135.67 158.041 130.256 119.124 111.745 502.36 382.465 66.3008 174.417 80.1911 219.731 122.87 1021.42 111.438 52.9455 59.249
internal_count=200914 49740 151174 37097 12643 47084 27080 6479 104090 10017 6164 11874 4852 27762 58823 15206 9694 19322 11488 5642 3898 11420 3959 44666 6231 14157 4052 3398 3786 2588 45267 10607 2647 4218 3734 17155 2682 8208 6375 4235 1851 3638 2895 1923 1424 1659 3786 7834 2299 15132 3280 2766 2384 2247 2077 1709 2027 1627 1996 1543 8121 6560 1988 1660 7461 2335 1421 2642 3480 2684 10519 810 1391 4465 2084 5375 4438 2486 3164 2862 2290 1606 1253 2204 2035 1695 2136 1304 1975 1251 1633 627 1359 1561 6377 1822 1952 1525 1599 1472 6686 5080 825 2300 1006 2555 1436 14284 1495 694 775
is_linear=0
shrinkage=0.0227381


Tree=4
num_leaves=112
num_cat=0
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split_gain=6128.12 912.11 723.688 305.647 223.671 193.464 136.694 119.035 99.3989 97.6657 90.7692 88.1407 83.5552 81.9013 54.2751 53.1361 52.4148 52.2308 52.1922 50.9047 58.4876 56.5141 48.9859 46.917 48.3889 43.8018 43.6077 44.4082 43.3217 43.1595 42.7586 41.453 39.324 38.5508 38.1777 37.9455 35.1128 33.8909 33.7521 33.185 32.6917 31.2547 30.8692 29.3213 28.0831 27.4235 25.2275 25.0534 29.6087 25.0412 24.9338 24.6193 24.5573 24.5153 23.7584 23.1978 22.8619 22.5319 22.5023 22.3785 22.353 22.2308 22.194 22.1229 21.5002 21.3876 21.372 21.0654 20.5571 20.0356 20.9182 20.0066 19.9554 19.4085 19.0191 18.8168 18.6042 18.2408 18.1372 17.9365 17.9263 22.2119 17.847 17.6946 17.2819 17.0122 16.9166 16.79 16.6555 16.6178 16.4225 16.219 16.6475 16.1557 15.854 15.2031 15.1853 14.9808 14.8009 14.6311 18.8726 14.6218 16.2571 16.1263 14.5753 14.3207 16.4503 14.2782 14.2462 17.0414 14.03
threshold=0.41212242736027882 0.25730111667334365 0.54817216601677232 0.96243503901520289 0.028026272784964137 0.94998981834368779 0.35455915341828687 0.34171764924473197 0.86325950362635562 0.86325953650067777 -19620.499999999996 0.90311265105848471 0.87320935006699196 0.83472385856200304 0.044462720321496632 0.47140522875816998 -11228.499999999998 1.0000000180025095e-35 -0.072454702109098421 26219.250000000004 451660.50000000006 0.064228020031347213 0.73088169140800729 54.717316906228618 0.90991497179253422 0.071269673927317659 0.18793914958619917 0.62940000000000007 0.20256410256410259 0.96441236068895653 0.0094934786762561809 1.0000000180025095e-35 0.86325953650067777 517.17711038961045 0.91695402298850581 0.092300081724854238 47.500000000000007 1.5000000000000002 1.0000000180025095e-35 0.49141373869057109 8.4257357973990441 0.060850000000000008 0.46730592048044745 0.044220044250394726 -676.73214285714278 1400.3103879310347 -19979.499999999996 0.93120351588911443 24.500000000000004 0.31113136749567344 16.031485284052021 0.13599827726616145 170820.00000000003 45.500000000000007 207.89129770878171 0.041350000000000005 0.75564037319762523 -819.24038461538453 12.36824093086927 0.12510335429650979 0.13935000000000003 -0.022692295722663399 0.27504649648494511 54243.321428571435 0.66434097285356064 -18736.499999999996 0.27142053583995096 -8871.4999999999982 6.5066577182675811 6.5037645448323067 23.125256673511299 0.47122888834881738 297.50000000000006 -0.00010193698835792019 -0.045700553804635995 32.056125941136216 1.1843094003866161 11886.795 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 15.500000000000002 592519.50000000012 26.693092621664054 0.32342773623784715 0.46406570841889122 0.16666517241887618 0.99999797818331604 0.32305502846299816 18.006329113924053 0.61801534099437727 -258.49999999999994 0.079579890459222535 28435.050000000003 0.010082680732011797 0.042475624498771965 0.0056749519426375636 -1176.4999999999998 0.074468764804911089 21.904304029304033 21.500000000000004 15.500000000000002 86.500000000000014 4997.1488239957462 0.68584790205920199 0.21832092324254967 0.66062468848692912 1.0000000180025095e-35 339835.50000000006 32.500000000000007 11.769861286254731
decision_type=8 10 10 10 8 8 10 8 8 8 2 8 10 8 10 10 2 2 2 10 8 10 8 2 8 10 10 10 10 8 2 10 8 10 10 10 10 2 2 10 2 10 10 10 8 10 2 8 10 8 2 2 2 10 10 10 8 10 2 10 10 2 10 10 8 2 8 2 2 2 2 8 10 2 2 2 2 8 10 2 2 8 2 10 10 2 10 10 10 10 10 10 8 10 2 10 2 8 10 8 8 10 10 2 10 10 10 2 2 2 8
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internal_value=0 0.0234699 -0.00868981 0.0168936 0.0404704 -0.00208871 0.0116422 0.0318348 0.0263517 -0.00552026 -0.0136041 0.00825079 0.00400945 0.00502359 0.0215105 -0.0114004 -3.10414e-06 0.0185788 0.0534627 -0.0121167 0.00502753 0.0232263 0.0606502 -0.00683054 0.0274293 0.0120231 -0.00872433 0.0281019 0.0206048 0.00143594 0.0361195 0.0384237 0.0313826 0.0178748 0.0432702 -0.000392214 0.0113265 0.0265948 0.0224647 0.0267983 0.0394519 -0.00115166 0.0465635 0.0449204 0.0498357 0.0229466 0.0166672 0.0255949 -0.0134709 0.00368526 0.00740687 -0.00120871 0.0115745 0.0112143 0.0216588 0.00160822 0.0190269 0.0287155 0.0481184 0.0272311 -0.000112749 0.0117578 0.0498178 0.0125091 -0.00250263 0.0352014 -0.00364947 0.0266773 0.0312941 0.0103921 0.00627966 0.0141256 0.0153358 0.0452224 -0.010102 -0.0105791 -0.00511997 -0.0172145 0.0212457 0.0251408 -0.00175867 0.0057872 0.0539657 0.0568275 0.038307 -0.0103335 -0.00238149 -0.00546822 -0.0042715 0.0188688 0.0216328 0.0112602 0.00768715 0.00915558 0.014668 0.00290978 0.0268925 0.0320316 0.00863802 0.022527 0.0415214 0.0127869 0.0158645 0.0119147 0.0207841 -0.0105573 0.00251937 0.0123313 0.0102969 0.000374359 0.0164735
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is_linear=0
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Tree=6
num_leaves=112
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decision_type=8 10 10 10 10 8 2 8 10 10 8 8 2 10 10 8 2 10 8 8 2 10 10 8 2 10 8 10 10 10 10 8 10 2 8 10 8 8 10 10 2 10 10 8 2 8 2 10 8 10 8 10 10 10 10 10 10 8 8 10 8 10 10 10 10 2 10 10 2 10 2 2 10 10 2 8 10 8 2 10 8 10 2 10 2 10 8 10 10 8 8 2 8 2 10 10 10 8 2 10 10 2 2 10 2 2 2 10 10 2 10
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is_linear=0
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Tree=7
num_leaves=112
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split_gain=3856.43 874.528 733.227 270.122 211.038 170.22 143.365 140.097 132.644 124.064 116.435 151.794 105.683 97.2214 68.3882 67.1104 97.7733 67.102 64.2478 64.038 58.5276 56.9708 54.0121 53.5435 51.2828 50.3664 46.9236 43.485 42.8766 42.0709 38.7683 38.7383 41.1138 53.0289 35.192 34.6796 34.1675 33.9708 34.0973 33.7204 33.3464 32.9766 32.0098 30.8271 30.2887 29.7427 28.5969 28.2624 32.9476 25.8999 25.1604 24.946 24.9357 24.2699 23.7835 23.5761 22.6875 22.5845 21.7535 21.3924 21.204 20.5949 20.5765 20.4481 20.7938 20.4121 20.3912 20.1865 20.1255 19.953 19.9472 19.8512 19.8442 19.6624 19.6289 19.603 19.3384 19.2099 17.9179 17.7865 17.731 17.3324 17.3081 17.0713 16.7757 19.8984 15.8906 18.7251 15.8633 15.8066 15.7504 15.6389 15.5838 15.4702 15.4513 15.425 15.3945 15.325 15.2613 15.1734 14.7535 14.4785 15.4093 14.267 13.8808 16.7784 17.7824 13.8281 13.7269 13.4884 13.482
threshold=0.26172521920448261 0.073947608866008721 0.24440627735202125 0.34987554717907049 0.63867165351494803 0.42678571428571432 0.4893563484713756 0.56575626939974866 0.049903484788662564 0.0035446250112727289 0.040099765745589593 50.210814510609175 0.1622776622776623 0.42366305705729296 1.5000000000000002 0.1439290301846313 46.188911704312126 0.15666911773834688 0.46472266947854229 -724.49999999999989 2.5000000000000004 0.40370370370370373 54.076659822039709 2.5000000000000004 97.500000000000014 0.15421681034436716 1.5000000000000002 0.15318947980238304 0.13322189557703351 0.24335000000000004 -0.0037455018609762187 0.091709871060502601 8588.0367941379809 451660.50000000006 0.12014978068046196 1.5000000000000002 0.032840811044003458 0.099773755656108618 22.500000000000004 0.43019480519480524 43.913757700205345 43.913757700205345 0.16285584138558057 0.12528026905829601 83.500000000000014 15023.250000000002 0.12819287840131777 0.18695530960872428 58.470910335386726 0.12771867612293145 -1140.4999999999998 1.5000000000000002 0.080472494604436562 0.31992261628107882 9860.380977192468 0.98897851510712809 3756.2936798512806 0.055450000000000006 0.046822949293228472 6.5000000000000009 16215.750000000002 10.495550992470912 1.0224771113145663 1082250.0000000002 0.33457632090683603 -0.00094187885406427075 0.17202291840440137 0.71825396825396837 0.28969802796446947 0.97269284873680151 2.5000000000000004 0.45496311038213449 0.13471202602357737 27.500000000000004 25.500000000000004 0.64007840060842491 46.500000000000007 0.60063984232506595 -0.052107971161603921 0.66834285147012118 0.12510335429650979 45.500000000000007 83.500000000000014 0.25888172162123974 6.5000000000000009 0.21647760839032512 -189.49999999999997 2.5000000000000004 4.8403539823008854 0.4186519190773304 0.48953703954450017 128.50000000000003 2.5000000000000004 -9862.4999999999982 27383.805000000004 0.059480264085698488 0.1164330576032049 -1553.4999999999998 0.20236187285551213 0.27042925278219404 0.54733811018604239 -0.02723306696861982 0.53884804840474609 0.21569820251664337 0.70543651601113233 -2669.4999999999995 3.5000000000000004 0.011998218484222891 0.45643939393939398 -2558.4999999999995 82413.250000000015
decision_type=10 10 10 8 10 10 8 10 8 2 10 2 10 10 2 10 2 2 10 8 2 10 2 2 10 8 2 10 10 10 2 10 2 8 10 2 10 10 10 10 2 2 8 10 10 10 8 10 2 10 8 2 10 10 2 8 2 10 8 2 10 2 8 8 10 2 8 8 10 10 2 8 2 8 10 8 10 10 2 10 10 8 8 10 2 10 10 2 8 10 10 10 2 2 10 2 10 10 8 10 10 2 10 10 10 2 2 2 10 10 10
left_child=1 3 4 8 5 7 13 12 21 -4 11 17 15 14 79 16 20 27 26 50 -2 40 25 83 62 30 89 42 47 51 81 32 100 72 41 -10 86 54 60 -13 101 -21 52 69 53 -37 -32 48 55 -33 98 -25 -5 92 -28 -7 -57 63 -56 -30 -39 -62 -9 64 -47 -18 107 -41 -35 110 -64 -17 84 -19 96 -60 109 99 -15 -3 -61 -16 90 -23 -34 -86 87 -6 -80 -11 -42 -82 -20 -72 -26 -68 97 -45 -14 -38 -8 -1 -103 -91 105 -101 -107 -27 -24 -29 -12
right_child=2 6 9 10 36 28 31 24 35 18 43 39 19 78 22 71 65 73 44 34 -22 23 108 29 94 66 37 76 59 -31 46 49 33 68 -36 45 77 38 -40 67 82 -43 -44 74 -46 57 -48 -49 -50 -51 -52 -53 -54 -55 58 56 -58 -59 75 80 61 -63 70 -65 -66 -67 95 -69 -70 -71 93 -73 -74 -75 -76 -77 -78 -79 88 -81 91 -83 -84 -85 85 -87 -88 -89 -90 103 -92 -93 -94 -95 -96 -97 -98 -99 -100 104 -102 102 -104 -105 -106 106 -108 -109 -110 -111 -112
leaf_value=0.0091001590393189682 -0.0052436800607426797 0.007826177727714885 -0.017149677509725819 0.037232172335241495 -0.014990671741114655 0.00059999398738639481 -0.0056833552917997295 0.0092784047311846064 0.010136071261592012 -0.016330223843642987 0.0072045801314884975 0.024970686209817766 0.0024682796320004623 0.011970836839188762 0.019072444666514275 0.0049023817111272438 -0.0032820899191703377 0.023184728793060865 -0.0026610045288764836 0.03077770197145023 0.0076682344420835801 0.036757557459652798 0.014197717086509298 0.012212642852377857 -0.0041618878704456153 0.024357561955545774 -0.013985213668058627 0.0098356922769326817 -0.00023278644543219302 0.012712659750526142 0.007563744011438822 -0.010817045130746094 0.0075607521229984166 -0.0010211630187373527 0.0027901762804025424 0.012189301372304324 -0.0089424894830925101 -0.0097618487141678083 -0.0082474995770665405 -0.002076127721886251 0.026610911218481435 0.0095907436064907522 0.016388936934786928 0.0039098814546913397 -0.0069268116158775822 0.036838230563074018 0.032753177259837681 0.0047371630606438536 -0.0030048244508298957 0.0068020095517614025 0.011381505669809392 0.055043300433848065 0.011920089676380873 -0.0097988815109592599 -0.010871060661747645 -0.001847371127074616 0.039305102580367068 -0.00094207704149409748 0.00024477493053657619 0.00087265379707273251 0.011071744389849321 -0.0098778849172541337 0.0072661007179643548 0.0028377304374897897 -0.00058003080091047058 -0.01076559732871212 0.014882418264719999 0.011855963047389428 0.017053636894128095 0.018068215671148167 0.00082713985808301888 -0.0095151640882976344 0.0067904247142608455 0.0065392997823039926 0.0054437684216297882 -0.010727152808720698 0.012368624604754243 0.010334415750259115 0.0079079185629695996 -0.0060216896077573256 0.02591562566265096 0.0018801667028362069 -0.0013148109473084717 0.014850919255147487 0.0034375905331349103 0.042121596171324487 -0.004198777413177127 0.0025092844622623296 -0.0058202268080722094 -0.009056336811974942 -0.0029859570626592671 -0.0017247752647460428 0.016192180090288822 0.035341568392175476 0.01696524172341702 -0.0014669604667628224 0.002380476446992112 0.043320618844030608 -0.0084048804316257074 -0.0083887604315415771 0.014396765932290105 0.04139823231180733 0.0063957716520077037 0.01550878458528122 -0.0083825634910419129 -0.004562231911109718 0.0212052078449762 -0.0029543061512964713 -0.0015205618283049118 0.057601099993440978 -0.0036503200321312823
leaf_weight=15.50612163543701 237.7710575312376 180.15695360302925 2176.2000179290771 225.03266040235758 556.5662831813097 10.50252243131399 216.01783452928066 54.285850122570992 86.581211432814598 828.23467590659857 102.8433820232749 46.643758498132229 139.28712597489357 44.156870722770691 165.7517156675458 47.755495250225067 457.19661831855774 99.22249174118042 26.821441456675529 89.537919618189335 694.99994598329067 79.21883337944746 34.642749920487404 12.948049053549765 65.668296486139297 48.744737654924393 778.51516605168581 7.306589536368846 78.834304571151733 19.858719184994698 32.194408223032951 202.25038599967957 21.827556930482388 201.4361340329051 74.966121785342693 64.830331593751907 226.55926916748285 40.807446800172329 393.177095875144 108.29516020417213 40.66025235503912 80.138975858688354 93.947799809277058 8.2671457901597005 147.17658217251301 185.39333044737577 256.16900185495615 31.789439372718334 12.62904244661331 47.926347889006138 81.4338658452034 328.98609448224306 33.342413678765297 27.087992079555988 695.39073516428471 6.6088616028428069 96.636277034878731 9.7432617098093015 226.87914572656155 31.609370820224285 122.73734751343727 22.716145992279053 25.652027010917664 12.155717968940733 7.7193562760949126 326.31042574346066 36.242398545145988 94.133735083043575 29.056855715811253 37.038990028202534 7.6830113828182212 737.82060289382935 43.397591628134251 69.324172258377075 33.650790624320507 124.9176459312439 12.312361814081667 35.731384411454201 48.69485405087471 57.201351374387741 54.302941709756851 39.135513633489609 23.25504308193922 46.125751160085201 10.154983848333357 33.622079700231552 109.58210876584053 31.073212251067162 178.05051031708717 28.338636204600334 9.4671398997306806 11.486738778650759 87.195763729512691 85.115685574710369 15.013054072856901 85.182327724993229 10.094066672027109 23.114938601851467 114.5667624771595 19.758371196687222 12.472887761890886 113.27964638918638 10.539944157004355 9.7026437893509847 40.745158553123474 16.611325688660145 34.146725781261921 9.432681664824484 81.352451212704182 73.219832524657249 118.19444689899683
leaf_count=165 3199 2213 32292 2501 8047 134 2902 700 1028 12007 1298 567 1831 576 1980 659 6201 1129 366 1123 9209 818 434 142 869 598 11310 82 1050 222 391 2826 279 2686 989 761 3191 575 5574 1367 445 1036 1075 100 2073 2104 3046 430 163 653 1060 3398 378 377 10061 84 1201 115 3247 419 1720 321 329 145 102 4464 464 1157 375 452 98 10273 556 816 423 1811 143 485 647 751 707 477 263 521 124 430 1532 444 2402 398 120 152 1186 1065 197 1106 129 267 1561 271 158 1183 127 136 568 226 463 118 1042 791 1509
internal_value=0 0.0179994 -0.0073924 0.0278038 -0.000771672 0.00182401 0.00744371 0.000254704 0.0361793 -0.0128547 0.0201316 0.0245258 -0.00109942 0.0121201 0.0152947 -0.00312965 -0.000597613 0.0305581 -0.010194 0.00757685 0.00435904 0.0421342 0.0184915 0.0468947 0.0162178 0.0209389 -0.0110985 0.0352766 0.0170771 0.0518551 0.0246998 -1.90894e-05 0.00326142 0.00819807 0.0162084 0.0241007 -0.00961091 -0.00939904 -0.00450848 0.00913857 0.0298333 0.0217163 0.0301428 0.00842289 9.47726e-05 0.0279902 0.0302414 0.0254681 0.0300488 -0.00732788 0.00103098 0.0537608 0.0344549 0.00739572 -0.0109228 0.0336719 0.0367313 0.0321026 -0.00855071 0.00871181 0.00339982 0.00743118 0.022929 0.0336459 0.0353815 -0.00648182 0.00995342 0.00462167 0.00178877 0.00436729 0.0281336 -0.00859512 0.0206292 0.0169881 0.0204753 -0.00381416 0.0505526 -0.00393791 -6.18386e-06 0.00439509 0.0153832 0.0159966 0.0148204 0.030167 0.0279358 0.0351857 -0.0125653 -0.0140425 -0.00269079 -0.0156781 0.0214024 0.0214481 0.0118815 0.0327966 0.00102468 0.00407439 0.0296418 0.0360124 -0.00255346 -0.00566656 -0.00410481 0.0364194 0.0390275 -0.00108662 0.00116708 0.00699639 0.013333 0.020119 0.00382963 0.0546342 0.00148083
internal_weight=0 4377.52 10476.3 2262.25 4740.38 3669.6 2115.27 3335.2 1066.27 5735.9 1195.98 862.781 3081.78 1297.11 1026.21 2501.85 1716.28 613.708 3559.7 579.931 932.771 699.846 788.848 487.137 253.418 672.853 3271.42 445.162 334.399 361.793 493.251 818.163 567.986 339.495 244.643 366.423 1070.77 2405.14 579.438 249.073 212.708 169.677 352.323 333.204 288.282 279.842 288.363 158.166 126.377 250.177 335.288 341.934 258.375 141.105 1825.7 113.748 103.245 215.012 1047.19 176.233 186.261 145.453 172.737 205.268 193.113 783.507 179.602 202.429 230.493 258.077 118.451 785.576 109.002 168.547 75.1269 351.797 92.8388 373.552 270.902 237.358 97.3991 204.887 73.3824 125.345 65.6046 43.7771 697.222 587.639 226.745 866.276 50.1274 65.7897 114.017 92.7987 80.6814 121.425 41.4762 31.3821 253.854 337.821 228.491 139.326 123.82 38.0413 111.262 70.5164 50.7581 58.1774 115.995 80.5264 221.038
internal_count=200961 53077 147884 25843 64430 49203 27234 44863 11659 83454 14184 10006 41605 16245 12620 34005 23073 6915 51162 7600 12408 7404 9656 5101 3258 8180 47160 4970 4340 3762 5894 10989 7510 4450 3148 4255 15227 34619 8190 3091 2303 2159 3954 4178 4002 3227 3437 2012 1582 3479 4452 3540 2879 1929 26429 1419 1285 2466 15119 2328 2616 2041 2192 2351 2206 10665 2286 2524 3061 3259 1492 10932 1389 1945 919 5058 1016 5204 3625 2964 1278 2457 828 1339 833 554 10023 8491 3049 12541 565 859 1552 1163 1066 1570 496 367 3392 4719 3060 1475 1310 534 1528 960 689 716 1476 873 2807
is_linear=0
shrinkage=0.0227381


Tree=8
num_leaves=112
num_cat=0
split_feature=203 131 135 135 133 188 178 183 196 149 135 188 149 178 165 1 196 131 188 135 190 11 191 8 11 132 199 132 204 132 178 204 178 197 189 7 133 157 190 199 11 189 19 7 126 137 196 131 73 49 171 155 135 141 198 131 131 185 191 7 41 206 126 191 38 19 7 8 165 180 45 190 45 196 165 185 145 171 189 198 203 8 19 126 7 185 132 185 86 175 190 144 136 198 53 8 180 58 126 26 135 165 223 52 195 223 192 131 149 202 149
split_gain=3991.94 897.825 507.71 287.293 185.327 170.713 147.101 111.574 98.777 96.1136 90.848 77.7728 76.4945 76.3581 62.3982 62.0181 61.4022 60.6191 60.2445 58.3654 54.1542 49.8822 48.7555 45.8158 41.571 40.747 42.0578 39.8666 39.8432 42.3856 38.6706 37.8857 37.8198 35.3407 39.8121 35.2503 35.1856 34.6203 34.2761 34.2311 31.6628 31.295 31.2582 29.9876 27.9962 27.2303 27.1208 26.4234 26.2114 26.1982 25.1207 24.8199 24.6727 24.6429 23.8675 23.6196 23.3503 23.2696 25.5686 23.1218 23.0207 22.6737 22.6354 21.8978 21.2706 21.0354 20.5867 42.336 21.1412 20.5795 19.8435 19.4624 19.4364 19.3901 19.319 19.251 24.6923 19.1484 18.9652 18.9196 18.9153 18.8349 18.6176 18.2162 18.6232 17.9268 17.4124 17.0417 16.9774 16.1481 16.0724 16.0695 15.8226 15.6678 19.6195 15.6088 15.4528 15.291 15.2146 17.0943 14.9014 14.7275 14.6605 14.3341 14.1117 13.9452 13.6165 13.3013 13.2812 13.278 13.1886
threshold=0.031420303508639343 0.13510967090887907 0.28996730906515794 0.10572564135618288 0.18673395252543901 0.85019685039370085 0.30217391304347835 -1180.4999999999998 0.56117743230129224 215.80909090909094 0.011004265927172003 0.83393285371702652 -99.36666666666666 0.267948717948718 0.55777777777777793 1.0000000180025095e-35 0.42155602845682666 0.23283602243011717 0.68337520938023466 0.4092642570610468 30.500000000000004 2.5000000000000004 43.500000000000007 675490.50000000012 2.5000000000000004 0.16804882365635568 41091.755109890117 0.069480446285270517 -0.025891955010592934 0.01688009023363132 0.41240409207161127 -0.072454702109098421 0.36266924564796915 1.0353803725358961 0.44136745607333844 16580.250000000004 0.090219172407898021 1062785.4075000002 15.500000000000002 91251.112500000003 1.5000000000000002 0.13314065510597303 16.500000000000004 13502.250000000002 0.14803330151883362 1.0000000180025095e-35 0.57099547234382542 0.24903278326360223 0.7551500000000001 0.18105000000000002 250.50000000000003 116930.98125000001 0.17841533203976748 0.028834946380140433 0.032859720776855533 0.12308709450712046 0.4507509095429536 852.488488372093 13.500000000000002 17516.250000000004 0.4857523160054924 0.018702293746173385 0.19130713505399505 17.500000000000004 27.500000000000004 9.5000000000000018 17169.750000000004 473172.75000000006 0.78759398496240618 8955.9900000000016 0.78580000000000017 106.50000000000001 0.84020000000000017 0.28969802796446947 0.38585607940446659 1607.4398206839035 1026.2855189752192 100.50000000000001 0.07991596638655464 0.059767996323344119 1.0000000180025095e-35 900045.00000000012 10.500000000000002 0.28322559389937235 14802.750000000002 150.17287500000003 0.036745630534707703 278.4480665380907 0.0083500000000000015 2.5000000000000004 118.50000000000001 -29.499999999999996 2.7548917089738829 0.065007448393943915 0.067050000000000012 693576.00000000012 4951.4625000000005 0.9769500000000001 0.18248579179116761 9.5000000000000018 0.097580129978187644 0.57417582417582425 -0.02005374617874622 0.12545000000000003 21.33460559796438 -0.013929851353168486 0.3602721088435375 0.26314995127506319 7.5277777777777786 -0.071654792875051485 -386.97058823529409
decision_type=2 8 10 8 10 8 10 8 10 8 8 8 8 10 8 2 8 10 8 10 10 2 10 8 2 10 10 10 2 10 10 2 10 10 10 10 10 8 10 10 2 8 8 10 2 2 10 10 10 10 10 10 8 2 10 10 10 10 8 10 10 2 2 8 2 8 10 10 10 8 10 10 10 8 8 10 8 10 10 8 2 8 8 2 10 10 10 10 10 10 8 10 10 8 10 10 8 8 2 2 10 10 2 10 10 2 10 8 10 2 10
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Tree=10
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threshold=0.42870164154062212 0.32877175570327294 0.55134316125050642 0.10974977388053286 0.96147025938763597 0.9539017156342966 0.33385555487175916 1.0166145930005726 14.500000000000002 0.3985672467546269 1.0247846930659807 14046.750000000002 0.046336566916486722 79610.66595290495 15320.250000000002 0.24621212121212124 0.092300081724854238 2.5000000000000004 1.0000000180025095e-35 37.500000000000007 0.92882679043319272 56.500000000000007 1.5000000000000002 98915.347640810287 0.46247654784240161 30.500000000000004 34.1013004791239 -1321.4999999999998 1.0203945213046268 0.39314988290398128 14303.302500000003 0.093174339440897022 681261.75000000012 1.0000000180025095e-35 0.33385555487175916 4030.4024783658592 0.055385139740967967 2.5000000000000004 0.26201372997711675 31155.350625000003 0.23205128205128209 14.500000000000002 0.028977496900740151 0.081000000000000003 1.5000000000000002 0.36812987827773896 0.058900000000000001 1.0000000180025095e-35 4180.017526817388 16.500000000000004 0.11812273848069509 28.500000000000004 48.072553045859003 0.097905051595936612 932563.46250000014 44.847364818617393 5349.1168635090826 24688.242000000002 0.047804366797208793 57.500000000000007 -2582.4999999999995 0.021352583586626141 0.14345000000000002 16.500000000000004 18.510000000000002 0.080472494604436562 0.091150000000000023 19057.590000000004 59.500000000000007 -0.03438222408294677 0.20045757611619422 19.500000000000004 -798.49999999999989 221.28750000000005 0.037175834178924567 0.2295794636744404 1.0000000180025095e-35 0.10609712802436258 0.039542076500155468 0.031945000000000008 0.10572564135618288 0.23350504667878177 15.500000000000002 -4083.4999999999995 1.1967018516342147 26.668035592060239 3.5000000000000004 0.2447423587125174 1.5093240165207173 -0.069139126688241945 467.28000000000009 3.5000000000000004 0.099668874172185437 0.27639947403009629 -82.499999999999986 5647921.4700000007 0.0025813253596425061 0.037958147004246719 17763.750000000004 519750.00000000006 0.023866226896643642 0.091718459691374113 0.010150000000000001 434.13030192282167 -930.49999999999989 8884.5826804178487 6752.2500000000009 0.013350000000000002 224997.75000000003 0.24621212121212124 0.017575762234628204
decision_type=10 8 8 10 10 8 8 10 8 10 10 10 10 10 10 10 10 2 2 8 10 10 2 10 10 8 2 10 10 10 8 10 8 2 10 2 8 2 10 10 8 10 10 10 2 10 10 2 2 2 10 10 2 10 10 2 2 10 2 10 8 10 10 2 10 10 10 8 10 2 8 8 8 10 2 10 2 10 10 2 8 10 8 2 10 2 8 8 2 2 8 2 10 2 10 10 2 2 10 10 2 10 10 8 2 2 10 10 10 8 2
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Tree=11
num_leaves=112
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decision_type=2 8 10 8 10 10 8 2 8 8 8 10 8 2 8 8 8 10 10 10 2 8 10 8 10 2 2 10 2 10 2 2 10 8 10 10 10 8 8 10 10 2 8 10 10 10 10 10 8 10 8 10 2 10 2 10 2 10 10 10 10 10 2 10 2 10 10 2 10 10 2 10 10 8 10 10 10 10 2 10 2 10 10 10 8 8 10 2 10 10 10 10 2 10 10 8 8 10 8 2 2 10 2 2 8 8 2 2 8 10 8
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leaf_count=5102 840 2508 27781 1485 1001 2092 571 367 266 272 6004 264 665 26536 2087 325 99 1810 1129 118 787 6838 143 220 271 1990 175 17400 358 281 611 1095 515 3853 1016 1910 1051 293 2730 3886 1161 537 540 170 124 489 948 236 1191 604 873 307 1386 104 5525 1265 454 654 1296 502 270 2520 3052 340 202 393 1307 469 324 1092 164 224 566 4031 843 1316 673 122 1857 3148 811 637 9829 231 1472 996 1077 172 567 457 859 331 85 398 462 704 471 638 797 547 903 954 290 227 483 450 209 1705 2994 3228 279
internal_value=0 0.0149556 -0.00828337 0.00915466 -0.00348429 0.0270511 0.0159271 -0.00566006 0.00477587 0.00270957 -4.07754e-05 0.0133468 0.0228261 -0.0135526 0.0373639 0.0189733 0.0101227 -0.00833995 -0.0026804 0.00924465 0.0011384 0.0077132 0.0312147 -0.00159758 -0.0110688 0.00432222 0.0235104 -0.00988053 0.0333064 0.0074234 0.025912 0.0285798 0.00586347 -0.00513045 -0.00205607 0.0138586 0.00203429 0.0170106 0.00423583 -0.0015732 0.00556414 0.0148309 0.0182331 0.0451983 0.0338604 -0.00491326 0.0274957 0.0368131 0.0208043 0.0286047 0.00727372 0.0469162 0.0185634 0.0199853 1.44009e-05 -0.00584183 0.024428 0.00643083 0.0099415 0.0351406 0.0125044 0.0143223 -0.0120639 0.0206309 0.038085 0.0285097 -0.0119274 0.0189049 0.00449082 0.0185884 0.024815 0.0264187 0.00110122 -0.00646215 0.0116497 0.00436852 0.0282744 0.0322029 0.0342159 -0.00778592 0.0262006 -6.48397e-05 -0.00857466 0.0324409 0.0340975 0.027712 -0.00808107 0.0397215 -0.00471108 0.0168602 0.00198448 0.0254591 0.0125477 0.0200246 0.0090318 0.00887641 0.00826658 0.0130397 0.00156886 -0.010369 0.00337762 -0.00164691 0.00296759 0.0401156 0.0057375 0.0170768 -0.000539063 -0.00416865 -0.00704753 -0.0028013 0.00851735
internal_weight=0 5338.11 9498.48 3618.04 4978.47 1720.07 1758.05 3942.66 1035.81 1859.99 1275.95 1517.95 1239.77 4520.01 480.291 936.256 1165.43 2666.71 1089.6 734.978 843.357 963.003 240.1 1125.01 2758.48 610.118 352.525 2168.95 228.078 464.128 382.455 330.448 853.316 861.656 596.416 553.801 646.981 410.608 768.762 497.76 537.124 186.348 160.778 285.772 303.518 459.705 271.131 196.391 202.425 102.736 136.711 270.281 385.334 192.454 560.937 772.19 194.519 227.946 181.573 292.391 273.078 252.989 1396.76 109.687 245.514 71.281 2495.52 84.5532 218.623 197.854 110.782 113.594 315.733 478.032 221.39 143.193 154.057 190.656 175.848 618.578 80.4759 191.05 754.059 268.912 249.251 100.791 424.591 174.339 402.361 133.295 153.612 157.579 59.0566 38.157 78.8594 81.394 89.4973 227.754 193.033 338.261 274.844 501.881 88.0958 225.561 53.4408 43.6196 50.0085 143.605 233.238 262.959 38.9395
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is_linear=0
shrinkage=0.0227381


Tree=12
num_leaves=112
num_cat=0
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split_gain=3391.3 663.722 416.527 253.535 189.408 155.728 137.587 126.701 123.958 121.094 91.8637 90.775 75.2716 73.501 65.4284 60.475 58.494 51.5583 51.1873 50.5795 49.2328 54.032 47.4002 47.256 45.0203 43.4769 43.3607 38.2056 37.6547 37.311 32.6267 32.3379 35.0575 29.9617 29.6388 29.5619 29.4942 29.3101 28.2273 28.0111 27.9342 27.8372 29.7686 27.1795 27.0316 26.0634 26.057 24.9785 24.5826 24.4522 24.2417 24.24 24.068 23.5943 23.4322 22.7819 22.5108 24.292 22.3311 22.2082 21.9152 21.901 21.8463 21.276 20.8296 20.1907 20.0979 19.6657 19.4598 19.3681 33.1174 19.2825 18.9507 18.4698 17.9205 17.7927 17.6273 17.5866 17.3334 17.2415 17.1868 17.0904 16.9427 16.9227 16.8317 16.746 16.7328 16.7177 16.3348 16.3258 16.0923 16.0237 15.9341 15.9248 18.3892 15.8068 16.3523 15.7837 15.7451 15.7093 16.0851 15.5982 17.2334 15.4633 17.0046 15.4043 15.3989 15.3208 15.2284 15.2121 15.0925
threshold=0.031420303508639343 0.089325588521316279 0.31799189272810041 0.9999975897751382 0.95099262769023885 0.36762833120222604 0.23205128205128209 0.12924609359385156 0.86325884265749442 0.16701534170153418 0.049903484788662564 0.86325816545756684 0.82562599815016269 -19922.499999999996 -1622.4999999999998 28.500000000000004 -0.025644405744969841 0.93346225484253131 0.046591233726282176 0.16521343543862313 0.046591233726282176 463527.00000000006 2.5000000000000004 1.5000000000000002 154.51470588235296 173835.95292613638 0.57099547234382542 -0.046296702697873109 0.92580741711460823 0.26704616198406633 1.0286362946110414 0.084292150249403008 59.210130047912394 1.2729756589370591 0.53046906964286544 1.5000000000000002 0.029237559505154071 0.29478609625668456 16877.250000000004 0.43030774107075148 0.31784723669033355 1.5000000000000002 -21015.499999999996 -3491.4999999999995 0.40312500000000007 1.5000000000000002 0.86325858229095509 0.39881096876250383 0.67692794197140327 -1045.4999999999998 31860.750000000004 -189.49999999999997 0.00085000000000000017 11.500000000000002 1.0000000180025095e-35 0.43875000000000003 0.20699857172005717 61853.126178082202 0.99998833216138538 -11817.499999999998 19.500000000000004 1.0235920852369256 0.65005700328439919 0.093174339440897022 -439.1339285714285 0.30675325742607268 0.024996684864163402 -0.047452971339225762 0.02424299065023661 9433.4880433985418 0.044773044300931555 0.14260294865277076 0.73167664866180082 0.010850000000000002 0.076629477392836196 24.266996699669971 -0.013372752349823712 -673.70714285714268 0.29942412280152358 52.500000000000007 0.15984400826771816 0.4900629923580046 0.56487722622715852 124115.22000000002 1012612.5000000001 28171.530000000002 6.8452380952380958 -0.016021582297980782 1.0364014870260509 -0.034624261781573289 26.500000000000004 0.25933003709076569 59259.750000000007 0.11454421248611517 0.010949484838896423 0.11055000000000002 -0.022525635547935959 0.037750000000000006 -782.49999999999989 0.21199309786148221 20927.250000000004 0.26205756520352663 -0.0078165601007640344 10430.325000000003 0.0080047221854329127 87300.472500000018 0.062313835552999818 0.56227803914039631 17763.750000000004 -0.036948092281818383 1.0000000180025095e-35
decision_type=2 8 10 8 10 8 10 8 8 10 10 10 8 2 10 8 2 8 10 8 10 2 2 2 10 10 10 2 10 10 8 10 2 10 10 2 10 10 10 10 10 2 2 2 10 2 8 10 10 10 8 10 10 8 2 8 10 10 8 2 8 10 10 10 10 10 2 2 2 2 10 10 8 10 8 10 2 10 10 8 8 10 10 10 10 10 8 2 8 2 8 10 8 10 2 10 2 10 2 8 10 10 2 10 2 10 10 10 10 2 2
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Tree=14
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decision_type=8 10 10 8 8 10 10 10 2 10 8 10 10 10 10 10 2 10 8 8 10 2 10 8 10 10 10 10 8 10 10 2 10 2 10 2 10 10 2 2 10 10 8 8 10 2 2 2 10 10 10 10 2 8 10 2 2 8 10 10 8 2 8 10 8 10 8 2 2 2 10 8 8 2 8 10 8 10 8 2 10 10 10 2 10 10 10 2 10 2 8 10 2 10 8 10 2 8 10 10 10 2 10 2 10 10 10 10 8 10 10
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Tree=15
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split_gain=3561.18 549.413 373.093 155.943 143.57 109.166 89.5726 83.0531 77.6341 74.6911 67.3147 76.0806 67.9254 65.7604 63.0793 61.5737 59.8228 50.9535 50.713 46.8409 40.588 37.1131 32.108 32.0089 33.2951 31.5619 31.4001 31.3816 30.5677 30.1364 29.2465 27.7276 26.6469 25.9151 25.9001 25.5465 25.065 24.5726 24.4333 24.1192 23.9119 23.0579 23.0207 22.8893 22.8344 22.3326 27.6977 22.0591 21.7139 21.5855 20.4637 19.9636 19.9493 19.9245 19.6886 19.6177 19.5822 18.6827 18.0418 22.1082 17.9745 24.85 17.1585 17.1249 17.1217 16.9519 16.8689 16.8052 16.6528 16.6389 16.2978 18.117 16.2272 16.1364 16.0503 15.869 16.5219 15.853 15.8409 15.7857 15.7835 15.4795 15.2727 15.1546 16.5984 14.8841 14.8822 15.1476 14.4582 14.3459 14.2439 14.0362 14.031 13.8483 15.0459 13.824 13.5126 14.443 13.4805 17.9643 13.354 13.2585 13.0559 13.0518 13.0026 12.9589 12.9154 12.8705 12.6966 15.3916 12.6828
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decision_type=8 10 10 8 10 10 2 8 8 8 10 10 2 8 8 10 10 8 10 10 10 8 8 2 2 8 10 2 8 10 2 8 8 10 8 10 10 8 2 8 10 8 2 8 8 2 10 10 10 2 8 10 8 2 8 2 10 8 8 10 10 10 10 8 10 2 2 2 10 2 2 2 8 2 8 8 2 10 2 10 8 8 10 2 8 10 10 10 10 10 2 8 10 8 2 8 8 10 10 10 2 10 8 10 2 8 2 10 10 8 10
left_child=2 4 3 18 10 6 28 17 21 57 26 12 29 39 55 38 33 35 -1 25 27 70 30 52 42 31 47 88 44 64 -14 40 -18 48 51 72 45 102 100 83 91 -32 -25 49 66 -20 -47 -2 56 -16 -39 -23 -17 -40 -42 69 95 68 59 -27 74 -62 67 -34 78 -53 -5 103 -6 -7 -4 -72 -3 -55 -48 -21 -77 -66 -12 90 -31 -26 105 -10 -85 -19 87 -36 92 -46 -65 -15 -9 -88 -95 -11 -45 104 99 -28 -8 -84 -29 -22 -98 -71 -59 -13 -50 -110 -49
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leaf_count=938 6425 521 443 280 2562 133 281 5712 206 1070 1192 2569 645 673 1726 177 2973 21591 166 550 219 1627 1290 4933 357 1813 887 208 479 367 320 1020 592 1519 128 24448 766 2369 153 386 1839 2642 311 628 1362 730 157 2122 2337 133 2839 920 1247 94 1226 146 742 13029 1685 1153 558 152 1115 125 1000 836 793 640 3641 209 374 1231 11363 1349 1520 805 306 291 1220 148 230 979 1215 82 922 9254 510 2965 6343 401 670 952 587 405 1568 5084 271 324 312 467 190 174 555 599 601 1404 492 577 161 4217 1003
internal_value=0 -0.00745764 0.0164891 0.0222555 -0.00157171 0.0192262 0.0150627 -0.0122356 0.00931472 -0.00479869 0.00348725 0.00758304 0.011167 0.0131013 0.0262095 0.0182321 -0.00114743 -0.0138404 0.0331772 0.0109245 -0.00734004 0.00423531 0.0174273 0.0148313 0.0169205 0.00876236 -0.00129548 -0.00884536 0.00376246 0.00336265 0.0211896 0.0125436 0.00702214 -0.00377814 0.00189398 -0.0114988 0.0284171 -0.00348209 0.0284511 0.027023 0.00957353 0.0243704 0.0195053 0.0186369 0.000423205 0.0244306 0.0256664 -0.00323633 -0.00500395 0.0242507 -0.00574771 0.00712221 0.00433718 0.0323188 0.0133952 0.0328157 -0.00168099 -0.00861929 0.00385526 8.72239e-05 0.0292885 0.0166621 0.00255971 0.0152649 0.000256362 0.0124762 0.00874454 0.00832552 -0.00464679 0.0339166 0.0132972 0.0166273 -0.00795375 0.0346219 0.0335493 0.0222539 0.0271185 -0.00712618 0.00431773 0.0213926 0.0183663 0.00607698 0.03489 0.0319045 0.0354993 -0.0166934 -0.0015573 -0.00528096 -0.011392 -0.00496485 0.0253676 0.00159167 -0.0081144 0.00294576 0.00595082 -0.00331427 0.011803 0.00640525 0.00869298 0.0120278 0.0117144 0.0264807 0.00990033 0.0155254 0.0109606 0.0405176 -0.0104925 -0.00379126 -0.00852208 -0.00550625 0.00249602
internal_weight=0 10097.8 4697.16 2594.08 4529.46 2049.38 1300.92 5568.35 2103.08 2765.72 1763.74 947.39 720.517 1197.09 748.46 1011.85 1419.92 4181.85 544.702 1048.49 1386.5 905.991 393.926 775.005 641.937 893.263 816.352 1204.3 289.073 326.591 292.483 496.948 342.365 1077.55 728.233 2320.54 428.377 394.283 236.84 148.597 402.7 242.544 512.824 364.03 246.387 343.238 327.626 688.402 962.246 187.824 341.392 285.934 133.068 185.878 268.372 384.429 501.385 1345.8 396.315 250.669 253.493 74.6123 182.204 120.166 277.818 153.431 94.7301 103.966 440.846 367.448 177.758 141.057 770.638 168.788 178.88 155.227 106.169 96.2926 181.526 75.049 48.7724 129.113 353.21 113.736 94.9284 1861.31 442.299 241.288 810.013 151.657 63.4575 134.328 412.961 201.01 160.039 445.897 176.206 114.997 127.95 104.465 50.9619 161.277 52.8913 58.8759 84.5536 191.933 904.958 226.873 460.861 300.674 227.422
internal_count=201246 151284 49962 25337 62921 20350 13386 88363 24625 39362 23559 12343 9197 13618 6964 10071 19638 67177 4987 12022 21186 11007 4897 8004 6580 10361 11216 18613 3315 4300 3607 5710 4508 15130 8959 36332 4049 5971 2067 1596 4690 2962 5244 3683 2836 3283 3117 9550 13611 1859 5208 3383 1424 1596 3065 3281 6896 19724 4651 2966 2387 710 2573 1535 3703 1756 1073 1458 6203 3135 2048 1605 11884 1443 1677 1661 1111 1291 2412 943 597 1336 3002 1210 1004 30845 5576 3093 12642 1763 795 1625 6299 2483 1973 6154 1824 1196 1666 1354 471 1389 763 818 872 1613 13521 3146 6715 4378 3125
is_linear=0
shrinkage=0.0227381


Tree=16
num_leaves=112
num_cat=0
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split_gain=3416.06 473.246 426.609 169.324 105.178 101.425 81.2001 77.9725 70.199 68.4528 63.2185 60.2997 55.6751 51.8448 51.0688 50.0429 48.2062 46.2022 42.7005 42.6041 39.1087 37.7413 36.4113 43.7068 42.395 36.26 33.4417 32.5883 31.5477 29.9635 29.1238 27.9722 27.6792 26.339 25.8176 30.6043 27.2979 25.6779 25.5459 25.1092 24.9327 24.8283 24.2519 23.7473 23.1975 22.2555 21.2612 21.2025 20.7149 20.5604 20.3045 20.8463 20.1288 20.0515 19.9096 19.964 31.9403 19.6621 19.4186 19.355 20.6347 20.241 19.0595 18.9718 18.751 18.5135 18.504 18.4053 18.2965 17.4682 17.3391 18.7321 19.9673 17.2599 17.1012 17.9414 16.895 16.5692 16.3095 16.2504 15.7025 15.6919 15.2852 15.2452 15.2344 15.0831 15.0266 14.9047 14.8845 14.8273 14.7064 14.6595 14.5648 14.2285 15.6347 13.9334 13.9241 13.8945 13.5524 13.4907 13.4408 13.3811 16.0744 13.3015 14.4029 13.1179 13.0293 12.9524 12.8422 12.8086 14.0059
threshold=0.43074775047091218 0.33236832777555325 0.55750404077850579 0.86325854544926195 0.87827107664737547 0.42206477732793529 0.18320196987107865 0.29035430932983458 150.17287500000003 0.7163286385707851 0.88038833147528817 0.082498887638623147 0.046591233726282176 0.84633273703041156 0.72748612889457964 23951.250000000004 1.0000000180025095e-35 0.046619830868468097 0.66434097285356064 0.07970885436011782 0.58578431372549034 314.54157114561025 1.0228886201646816 0.044462720321496632 0.093174339440897022 19.677083333333339 20927.250000000004 1.0000000180025095e-35 21134.250000000004 -0.074911810457706438 0.99999901453172624 0.032700000000000007 31503.150000000005 59.210130047912394 -556.10795454545439 0.5564138584296473 0.0065805364861428938 -0.04001359082758426 0.86325802109828598 0.57417582417582425 -431.73214285714283 0.7911383367885082 -33.499999999999993 29.500000000000004 0.96086967164706183 0.18341051556832461 55.207392197125266 0.56575626939974866 0.46049055750819806 0.05920000000000001 24383.250000000004 51.817500000000003 65.500000000000014 0.49549246718165979 10.626967830253253 0.17202291840440137 0.01503313500297342 0.24518380290995226 1.0000000180025095e-35 2.5000000000000004 23.125256673511299 27046.800000000007 -440.49999999999994 18288.648922169414 -0.064647857099771486 0.18951010759545622 0.48145952978071077 0.085823215580264928 0.54692082111436957 0.052325135664786027 0.046591233726282176 0.28433900643196552 188469.00000000003 0.4928223143623458 1.0000000180025095e-35 27.500000000000004 9.7780291603821041 0.040899966543994651 6741.9642857142871 0.14365079365079367 1.0000000180025095e-35 -0.02039289195090532 3.5000000000000004 24260.283750000006 14.500000000000002 0.99999511542912256 0.051850000000000007 16458.750000000004 71517.750000000015 6511.6430544343511 18.500000000000004 0.025873435661196712 -173.49999999999997 0.0064079926814883956 443133.00000000006 26577.750000000004 -735.49999999999989 0.2934888861009628 0.51325270805254097 -1761.4999999999998 0.075050000000000019 0.011840232647955419 0.98385000000000011 0.01195570779964328 3949.5738011429303 0.20316840294648397 0.89239040529363123 -997.49999999999989 45.500000000000007 1.0000000180025095e-35 0.018254711292684082
decision_type=8 10 10 8 10 8 10 8 10 8 8 10 10 8 8 10 10 10 8 10 8 10 8 8 10 10 8 2 10 2 10 10 10 2 8 8 8 2 10 8 10 8 8 8 10 8 2 10 10 10 10 8 8 8 2 10 2 8 2 2 2 10 8 2 2 2 8 10 8 10 10 10 2 8 2 8 10 10 8 8 2 2 10 8 10 8 10 10 8 2 10 2 10 2 2 8 10 10 10 10 10 2 10 2 2 8 10 10 8 2 2
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decision_type=8 10 10 10 8 10 8 10 2 8 8 8 10 10 10 10 10 10 8 10 8 8 10 10 10 8 8 2 10 2 10 10 8 2 10 8 2 8 8 10 10 10 10 8 8 8 10 10 10 8 10 8 8 10 8 2 2 2 8 8 10 2 10 10 8 10 10 10 2 10 10 10 10 8 2 10 10 10 10 10 10 10 8 10 10 10 8 10 10 2 10 10 10 10 8 10 10 10 10 10 10 8 10 2 10 8 2 8 10 8 8
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Tree=19
num_leaves=112
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split_gain=3000.16 427.928 369.206 114.777 109.298 96.7509 75.6847 72.8669 70.8029 68.1441 64.0619 57.9049 54.6044 50.5983 47.4354 44.3277 40.6352 40.0807 38.7275 34.281 32.089 32.9151 31.4585 30.7594 30.7255 28.5248 27.7769 27.5181 38.8718 26.9907 26.7773 26.5609 29.8879 26.4703 25.5439 25.2543 25.0884 24.9314 24.3756 24.2545 23.6807 23.1117 22.7754 22.3071 25.4584 21.6749 28.5714 21.4995 21.1777 20.94 22.9291 20.9276 23.0107 19.4295 19.3345 18.7523 18.508 17.9574 17.591 17.4829 17.0633 17.045 16.9031 16.84 16.8108 16.7141 16.6206 17.8917 16.3921 16.1924 16.1715 16.1367 16.093 15.4269 20.7208 15.2349 15.1751 17.7382 15.0358 15.0213 14.7677 14.1807 14.1205 14.0876 13.9125 13.7488 13.7126 13.6853 13.5377 13.5316 18.0099 13.3763 13.2658 13.1599 13.9645 13.0235 12.994 12.8496 12.8069 15.8981 12.8032 12.724 12.7085 13.0723 12.6178 13.5832 12.5737 12.6715 12.461 12.3974 14.3765
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decision_type=10 8 8 8 8 2 10 10 10 10 8 10 8 8 10 10 8 10 10 10 10 2 8 8 8 10 2 2 8 2 2 8 2 10 10 2 2 10 2 8 2 8 8 8 8 10 2 8 10 2 8 10 10 8 10 10 10 10 10 10 8 8 2 2 2 8 10 10 2 2 2 8 2 2 2 2 2 10 10 10 10 10 8 10 10 2 2 2 8 8 8 8 2 10 10 2 2 10 2 10 2 10 10 10 8 2 8 2 10 2 8
left_child=1 5 4 9 18 19 11 20 23 54 22 13 24 26 17 48 61 -11 27 34 21 57 78 41 51 92 -5 60 -29 33 71 36 104 35 -1 63 -12 42 -15 87 -40 -4 -24 44 108 46 62 -41 49 -10 93 52 -9 -46 -3 73 86 -7 79 68 -2 -13 -8 -14 -23 -42 67 69 -44 -36 -66 -19 -21 74 -26 95 77 -28 -6 -16 88 -58 -69 -53 -48 -71 -34 -32 -27 90 -20 -64 -17 94 -51 -18 -54 -62 99 -52 -63 -43 103 -94 -33 -106 107 -80 -30 -92 -111
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leaf_count=618 194 4789 27210 1417 656 297 180 1334 5647 692 1395 383 156 856 623 216 349 4269 234 471 122 116 1890 23157 362 337 1959 5264 683 340 609 2399 1176 818 227 574 5976 441 1979 3367 629 6964 273 3324 1120 690 313 1949 4491 596 3743 525 674 424 237 323 1088 165 571 1105 1011 139 176 1575 2723 4947 237 918 4362 828 102 587 133 307 1623 970 654 837 512 506 770 1932 721 344 234 957 542 1815 1536 685 174 988 461 339 551 1230 1560 19269 2915 471 1369 830 158 103 550 1181 1973 515 150 225 437
internal_value=0 0.0131672 -0.00792668 0.00823824 -0.00303375 0.021173 0.0121477 0.023974 -0.0122136 0.00388162 0.000799047 0.0101801 0.020636 0.00746902 0.00645516 -0.00783554 0.0173966 0.00471056 -0.00648519 0.0124235 0.0320109 0.0331134 0.00535653 -0.0139798 0.0166665 0.00113033 0.0133145 -0.00724037 -0.00366713 0.0275901 0.00358307 -0.00276702 0.000376309 0.0294649 0.00983041 0.0332359 -0.00657796 0.00812727 0.00358048 0.00636654 0.00497825 -0.0121658 0.00923339 0.00126794 0.00741166 0.0234942 0.0273488 0.00317105 -0.0096341 -0.00780495 -0.00487356 0.0200089 0.0223121 0.013482 -0.00425267 0.00978619 0.00486842 0.0122844 0.01782 0.0116683 -0.0091628 0.0252535 0.0328477 0.0374196 0.0353588 0.0022405 0.00723683 0.00563901 0.013755 0.00996875 0.0362559 -0.00110407 0.0267445 0.0120345 0.0142335 0.0104575 0.0167812 0.0191437 -0.00117573 0.0228837 -0.00395845 0.000615302 -9.71745e-05 0.00920813 0.0111404 0.012097 0.011347 0.0124351 0.00042712 0.00512717 0.0102619 0.0359094 0.0126521 0.00486747 0.00923959 0.00532228 0.0169032 -0.00944306 -0.00702713 -0.00364384 0.0286347 -0.00763455 0.0174282 0.0222018 -0.00496492 0.000576453 0.00145118 0.00838316 -0.00454053 0.015321 0.0197773
internal_weight=0 5636.29 9107.01 3499.33 4259.76 2136.97 1836.2 1607.41 4847.25 1663.12 2021.5 1578.74 1157.37 1160.34 1264.75 1406.82 418.402 1106.98 2238.26 529.559 450.034 435.127 885.501 3440.43 755.397 235.59 455.204 2104.62 744.961 401.975 1047.92 1136 626.774 364.792 460.652 272.698 509.225 620.296 705.133 655.546 637.553 2122.21 587.16 391.892 165.563 257.466 192.448 438.003 1171.23 896.302 542.485 497.368 402.395 109.069 398.369 258.028 340.862 47.7575 157.769 449.778 1359.66 185.582 137.106 206.487 387.369 467.423 389.935 363.519 367.146 203.541 374.069 392.377 68.9075 226.416 197.375 232.821 326.479 264.015 265.205 105.912 167.33 211.458 159.979 94.9739 55.3424 183.002 129.404 217.543 121.396 133.631 84.7247 118.816 68.26 96.2571 74.5359 143.015 247.345 1345.99 446.228 264.532 149.11 494.539 53.0489 42.374 285.912 122.409 218.497 76.6695 56.4944 66.7413 52.6386
internal_count=201118 59463 141655 40313 61160 19150 20299 14040 80495 20014 27966 17718 10515 13278 14988 22334 4440 13288 33194 5110 3525 3403 11727 58161 7052 3581 4867 31439 10965 3463 12596 16239 8868 3123 4506 2305 7371 8071 8411 7740 7555 35004 7630 5701 2377 2581 1891 5316 18753 14262 8615 4437 3568 1544 5026 2615 4738 462 1700 5740 20474 1891 1344 1731 2941 5576 3888 3651 4635 2012 2825 4856 604 2292 1985 2549 3450 2796 3656 1129 2643 3020 1639 869 547 1785 1718 2424 1873 1755 1070 1164 938 1486 1147 1579 2234 20280 7129 4214 1508 7794 722 564 4130 1731 3000 1027 833 836 662
is_linear=0
shrinkage=0.0227381


Tree=20
num_leaves=112
num_cat=0
split_feature=131 135 135 39 162 123 161 191 122 188 185 135 205 183 132 10 127 196 7 122 122 134 123 191 132 41 131 15 162 188 178 196 185 133 149 151 177 15 15 195 126 195 135 39 7 123 161 131 200 122 39 161 218 188 26 196 40 48 162 126 154 185 196 14 66 122 135 162 69 186 180 133 183 162 12 127 18 162 180 214 154 39 177 122 121 122 207 7 192 10 137 197 200 136 191 123 6 40 40 177 233 122 122 188 126 42 123 186 121 226 131
split_gain=2160.16 532.353 362.053 166.028 157.347 145.695 125.969 93.3854 90.8207 84.5061 78.7474 62.638 59.4529 55.003 54.5906 53.5917 51.4978 46 44.2583 46.8205 44.4975 40.451 40.4438 40.399 40.3509 40.2873 39.9452 37.9136 36.7832 36.6673 35.8258 34.7687 32.8107 31.9843 31.0954 28.8417 27.5382 27.4393 26.6093 25.9591 25.5667 25.5543 24.9281 24.6333 24.1273 23.6003 23.0974 23.0589 22.9032 22.7395 23.667 22.6516 22.4754 21.5587 21.4772 21.3347 21.1247 20.9949 20.5357 20.4451 19.8727 19.8583 19.8156 19.4507 19.2042 19.3947 18.6284 18.2228 18.0706 17.5993 17.5256 22.165 16.7145 16.6906 16.6519 16.2225 15.9179 15.8395 22.3051 15.4276 16.5871 15.3668 14.8555 14.7422 14.4022 14.1256 14.0827 14.0705 14.0637 13.9816 13.9703 13.8345 18.7327 13.6633 13.6566 13.5327 13.2265 13.1713 13.1231 15.7636 13.079 13.0113 13.7291 12.8726 12.762 12.734 12.6127 13.3726 12.5164 12.4747 12.3273
threshold=0.26646050728280674 0.28996730906515794 0.087192761006589001 0.50102046684437662 0.93018557959859838 0.86325816545756684 0.40652566231917492 22.500000000000004 0.046591233726282176 0.93563184374075181 491.33715170422801 0.049903484788662564 0.0040696514770388612 -1153.4999999999998 0.050755037793912848 6.5000000000000009 6511.6430544343511 0.35470449500026291 15752.250000000002 0.046822949293228472 0.09769692483727177 0.1368457146589627 0.9999985093328686 18.500000000000004 0.071269673927317659 0.21215353482979957 0.056907870646720211 -22124.499999999996 0.96147025938763597 0.96168526130358212 0.45080645161290328 0.37403321290863095 344.56711764705886 0.35990050813616986 215.80909090909094 2999.5000000000005 0.45643939393939398 -17660.499999999996 -19620.499999999996 30.485667485667488 0.13599827726616145 19.572004608294936 0.16726429643629695 0.22133106466655564 16458.750000000004 0.71633012000230678 0.40259242375487336 0.13510967090887907 15.500000000000002 0.044047848486354367 0.43939907299978148 0.19471171005705643 0.0067367227748036393 0.95020661157024799 15.500000000000002 0.65365222712978144 0.66540867135002102 0.096750000000000017 0.94998981834368779 0.025078905231389333 100248.75000000001 125.77568750000002 0.83263193880597075 0.034176500000000005 0.14735000000000001 0.098059948129117683 0.21336586588750089 0.93547181607255159 0.0040500000000000006 9313.0200000000023 8835.3585000000021 0.2002219248294736 -651.49999999999989 0.8570169914570116 1.0000000180025095e-35 8814.969743724143 -4093.4999999999995 0.92580741711460823 5032.7662500000015 0.032659016549587257 913017.69000000006 0.39917906373611939 0.36602870813397131 0.098613282014156714 0.13333179700131506 0.046991843347194938 0.011746277101337911 29900.250000000004 0.3197222222222223 5.5000000000000009 1.0000000180025095e-35 1.0265124691588394 33.500000000000007 0.83062277058455525 36.500000000000007 0.99999777184001626 597775.50000000012 0.10563264802933137 0.14395886245622708 0.81534090909090928 -0.0014321159687824545 0.080472494604436562 0.048234772323980817 0.82156699889258034 0.06742053953541309 0.055400000000000012 0.75941550595416685 20250.090000000004 0.24032879068770058 0.0046357994433492431 0.056907870646720211
decision_type=8 10 10 10 10 10 10 10 10 8 10 8 2 10 10 2 2 8 10 10 10 10 8 10 10 8 10 2 10 10 10 10 10 10 10 10 8 2 2 8 2 10 8 10 10 10 8 10 8 10 10 10 2 8 2 10 10 10 10 2 10 10 10 2 10 10 8 8 8 10 8 10 10 8 2 2 2 8 8 2 10 10 8 10 10 10 2 10 10 2 2 10 10 10 10 10 2 10 10 10 2 10 10 10 2 10 10 10 10 2 10
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internal_weight=0 9739.55 4967.4 4497.83 2868.46 2098.93 2013.04 5241.73 1622.12 1246.34 1921.05 2576.78 980.933 752.231 1725.4 639.301 832.195 589.771 3516.33 336.658 1482.46 585.751 1596.17 982.819 909.684 848.059 792.786 1744.58 1159.46 516.453 940.118 991.793 650.441 356.86 823.266 485.943 604.373 555.588 416.877 2356.87 267.678 261.524 233.524 185.357 144.124 804.011 200.632 1537.09 208.451 581.734 319.296 271.71 181.587 416.806 122.139 101.161 324.271 183.353 228.701 261.48 73.3181 176.599 889.767 798.301 166.48 134.088 250.461 90.9091 737.966 134.76 102.025 1258.64 177.037 67.6825 1058.3 67.8383 413.303 531.262 181.758 120.298 242.939 293.581 202.284 256.433 197.618 180.262 172.515 138.678 479.378 86.4187 152.911 151.16 124.995 107.399 60.3348 159.552 79.5006 51.1875 323.099 242.08 1031.77 434.619 51.9369 90.2132 480.912 156.301 96.1163 507.286 33.8377 111.333 485.718
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Tree=22
num_leaves=112
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decision_type=10 8 8 10 10 10 8 2 2 10 8 10 8 10 2 2 8 8 10 2 10 2 8 10 2 10 8 10 8 10 10 8 8 10 8 10 8 10 8 8 8 10 2 8 10 10 10 2 10 8 2 8 10 10 2 10 2 10 2 2 8 2 2 8 8 10 2 8 10 8 8 2 8 10 2 8 10 2 8 2 8 8 2 10 10 8 2 2 8 8 10 10 2 10 10 2 8 10 8 10 10 10 2 2 2 2 2 8 8 10 10
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is_linear=0
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Tree=23
num_leaves=112
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decision_type=10 8 8 10 10 2 2 8 2 2 8 8 2 10 10 2 10 8 10 10 2 10 10 10 2 10 2 10 10 8 8 8 8 8 8 2 8 2 10 10 10 2 2 10 8 8 10 10 10 2 2 2 2 10 10 10 8 8 10 8 2 10 2 8 8 8 2 2 2 8 10 8 8 2 10 2 10 2 10 8 2 8 8 10 8 2 8 10 2 10 2 2 8 2 10 8 8 2 10 10 8 2 2 10 10 10 10 10 10 8 2
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leaf_count=334 227 498 1737 297 190 1341 3110 680 1180 298 1010 10483 1372 118 85 1848 760 5290 1348 719 2617 5703 3942 402 3833 2835 641 334 1369 346 1955 4389 901 1738 2077 773 498 352 11127 123 251 2031 2547 128 657 514 4858 101 1534 3323 546 424 206 1406 1181 767 3234 580 630 1757 757 120 336 5727 1181 758 83 454 1440 826 278 2535 3171 1315 535 743 103 554 218 2427 694 3534 487 1102 984 262 902 1687 119 605 1514 379 1377 2623 618 359 1256 89 85 5500 30899 675 436 205 1699 319 109 1561 168 11341 277
internal_value=0 0.00979966 -0.00869567 0.00460755 0.0168427 0.00309683 0.00510527 -0.00428517 0.0134183 0.00734802 0.0104586 -0.0117413 0.01704 0.0188723 0.0222888 0.0002405 0.00286819 0.0158091 0.0198093 0.00128296 -0.00694324 -0.00716024 -0.013399 0.00744771 0.00553923 0.0246722 0.0136383 0.0173206 0.0179769 -0.00295695 0.00879717 0.00160943 -0.00100447 0.00378816 0.00681658 -0.0036385 0.0164841 0.0169955 -0.0141777 0.0137744 0.000791012 0.00915499 0.0218966 0.0277877 0.00355653 0.00879386 -0.0130678 0.0237721 -0.00987761 -0.00840706 -0.00613344 0.0130845 0.0184743 -0.00097783 0.00440966 0.0306298 -0.00478068 0.0215136 -0.000816839 0.0127583 0.00847885 0.0248273 0.0085499 -0.00637836 -0.00296405 0.00457663 0.0289137 0.0237624 0.0144354 -0.00310102 0.0145139 0.0189326 0.00132646 -0.000137784 0.0124938 -0.00149686 0.0282943 0.011934 0.015277 -0.0063085 0.0173614 -0.0075591 -0.00128904 0.00211505 0.00280089 -0.00959728 0.0278597 -0.00110978 0.0180892 0.00822822 0.0113586 -0.00761068 -0.00470644 -0.00186936 -0.0113402 -0.00141118 0.033992 0.0212861 0.0342418 -0.0138818 -0.0146414 0.00452117 0.00982428 -0.00246735 0.00220814 0.00694709 0.0172314 0.000425086 0.0112218 -0.0102922 0.00855303
internal_weight=0 6975.79 7709.12 4023.74 2952.05 3595.96 2701.16 3157.42 1830.68 2150.85 1390.22 4551.7 1129.56 990.727 1121.36 1229.67 923.857 656.81 944.426 845.16 1180.24 1927.75 3371.46 701.127 733.405 454.808 535.919 786.008 571.715 894.802 490.358 760.631 394.127 229.719 371.486 550.314 409.273 427.781 3037.68 258.687 261.738 320.332 376.1 357.268 442.44 209.258 2435.77 337.679 786.115 1666.01 333.771 156.698 396.453 552.132 211.701 158.418 580.23 296.414 170.47 409.908 100.038 326.502 180.324 495.118 203.016 133.479 343.56 78.3625 153.436 473.673 176.083 339.674 399.684 368.431 58.7212 367.111 63.3331 97.5395 84.5916 416.835 120.476 305.81 233.182 172.141 94.5098 259.071 142.978 243.048 78.6971 208.499 158.097 457.278 414.55 285.799 681.571 63.6107 176.934 69.2186 131.381 2142.63 1826.74 146.246 84.2296 118.091 125.405 187.836 222.072 318.902 74.5288 1085.78 62.2429
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is_linear=0
shrinkage=0.0227381


Tree=24
num_leaves=112
num_cat=0
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split_gain=2392.56 349.597 295.184 110.612 105.315 85.5969 74.4216 73.4377 65.84 56.7481 54.7887 54.6776 49.6469 47.5938 46.566 42.5901 42.4111 38.7427 38.2896 33.8842 33.6651 31.7995 31.6316 30.9752 29.9005 29.1447 29.2937 27.3962 26.3504 26.2997 26.136 25.0828 24.5888 27.0119 24.5856 24.4862 24.1758 23.9632 22.4251 22.1299 21.9831 24.2601 21.6241 21.4742 20.5858 24.958 20.5756 20.5254 20.5521 20.3278 20.1331 19.7982 19.0191 18.8621 18.6933 18.6644 18.771 18.4829 17.2463 17.067 17.036 17.7334 16.9054 16.8477 16.7719 16.7151 16.6597 16.6033 23.675 18.0298 16.5319 17.2094 17.0736 16.5684 16.4801 16.4077 16.3193 16.3174 16.2172 15.6096 15.5821 14.6798 14.6659 14.5993 16.4132 28.9474 14.5751 14.479 14.4277 14.0769 13.9839 13.9373 15.4453 13.7603 13.7223 13.4681 13.4409 13.4373 13.3571 13.9784 13.2712 13.2597 14.9875 13.2265 13.1359 13.0541 12.9649 12.8804 12.8695 12.2645 12.1278
threshold=0.42870164154062212 0.55450009999365191 0.33236832777555325 0.43875000000000003 0.95699379726324574 0.96243503901520289 0.86325802109828598 0.58495858801377465 0.83472300020273049 0.90510198983915535 0.86325884265749442 0.080134195891925858 79610.66595290495 0.92139977515246596 0.22249724972497251 0.45080645161290328 0.1622776622776623 24918.750000000004 26.500000000000004 0.097430912452238047 0.10263157894736843 -628.49999999999989 0.07035000000000001 0.046591233726282176 -716.38181818181806 1.0000000180025095e-35 12.500000000000002 0.267948717948718 6.5000000000000009 1.0235920852369256 0.86325858229095509 0.10538387252535009 -2370.4999999999995 0.96318879855465223 0.52733499377335002 57.879534565366193 -19802.499999999996 1.5000000000000002 0.3585714285714286 0.97985000000000011 11.912086732503221 0.90448973729360926 1.0000000180025095e-35 0.1210375891913676 15168.105000000001 0.014314837753772737 0.081766457739353385 -2442.4999999999995 -0.010971476323902605 0.098350000000000007 0.053973134811458177 0.41643453115566359 3.0697170331384416 -740.49999999999989 20.720779220779225 -309.17424242424238 0.6378363570177128 1.035896892340624 1.0000000180025095e-35 1345589.8650000002 -1528.4999999999998 -0.034614833071827882 5279.6081250000007 -1308.7386363636363 0.26437607195228269 21.904304029304033 17.023809523809529 -9875.4999999999982 -0.040163096040487282 0.046591233726282176 2.5000000000000004 0.031042000000000004 30.569472963723481 0.015720913186669353 -0.039332255721092217 -4264.4999999999991 0.99997778085056344 0.38514445219844023 -10177.499999999998 41.500000000000007 -21781.499999999996 2.5000000000000004 0.16762025104553066 0.024954367383906582 0.046591233726282176 26.416153319644085 0.089613179897117409 0.61208072139258862 -0.00094187885406427075 0.041006000000000008 0.010550000000000002 0.2064212357468577 425.81581235318862 0.011976477337923123 1.7665523525837923 0.016305005177855495 22996.616590909096 494703.00000000006 0.30449179383818031 10291.938750000003 182733.75000000003 -1315.211111111111 0.70233719023104035 -434.49999999999994 0.15520199074357954 0.016111265867948536 0.0043500000000000006 0.67005808273186973 0.63124146307075357 11.500000000000002 -0.019855197519063946
decision_type=8 10 10 8 8 10 8 10 8 8 8 10 10 10 10 10 10 8 10 10 8 10 10 10 10 2 8 10 2 10 10 10 8 10 10 2 2 2 8 10 8 10 10 10 8 2 10 8 2 10 10 10 2 10 10 10 10 8 10 10 10 2 8 8 8 10 10 2 2 10 2 2 2 2 2 2 10 8 2 8 2 2 10 8 10 2 8 8 2 2 8 10 10 10 10 2 8 2 10 8 10 8 8 8 2 2 10 8 8 8 2
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is_linear=0
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Tree=26
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decision_type=10 8 8 8 8 10 8 10 10 10 10 10 8 10 10 2 8 10 8 2 10 10 10 8 10 10 8 10 8 8 10 8 10 2 8 8 2 10 10 2 10 10 10 2 2 2 10 8 10 2 10 8 10 2 8 10 10 10 2 10 10 2 10 10 2 10 10 10 10 2 8 10 2 2 10 8 8 2 10 10 10 10 10 2 10 10 2 8 10 10 2 10 8 10 8 10 10 10 10 10 10 10 8 2 10 2 2 10 8 10 8
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is_linear=0
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Tree=27
num_leaves=112
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split_gain=2057.63 391.7 172.212 126.225 107.21 89.8912 82.0012 75.6315 63.6358 59.3174 54.8127 53.5652 52.164 43.0794 41.3541 40.4482 35.4063 31.2333 30.1721 29.6965 38.97 29.2743 29.1185 28.3118 28.1241 26.0085 25.7903 25.7473 25.4079 25.0565 24.7197 23.8078 23.7706 28.4748 23.4138 23.2919 22.9805 25.5664 22.2068 28.9462 22.169 21.5812 21.5795 21.2613 20.1294 22.5779 19.3815 19.2625 18.9386 18.4364 19.3789 18.0902 27.6798 17.9753 17.9139 18.012 17.7083 17.5272 16.7711 16.7323 16.6767 16.554 16.4074 16.8373 24.7169 16.3602 16.039 15.9815 15.8822 15.7423 15.654 15.4309 15.3884 15.5917 15.2088 15.1218 14.8706 14.8127 14.7672 14.6223 14.4171 14.3562 14.3535 14.3339 14.2951 14.1108 14.0519 13.8517 13.7238 13.6245 13.574 13.506 13.1948 17.995 13.0515 13.0207 12.9589 14.1194 13.2874 12.8325 12.8125 12.7659 12.7378 12.7251 12.6033 12.5008 12.4599 12.3872 15.3408 12.3465 12.3137
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decision_type=8 10 10 10 8 8 8 10 10 10 10 2 2 8 10 10 10 2 8 2 2 8 8 10 2 8 2 10 2 8 10 8 2 10 8 8 8 8 8 10 10 2 10 8 10 10 10 10 8 2 2 10 10 10 10 2 8 2 10 2 8 10 2 8 8 10 10 10 10 10 10 2 8 10 10 8 2 10 10 2 10 10 8 2 8 8 8 10 10 2 2 10 2 8 8 8 2 10 2 8 10 2 2 10 2 2 10 2 10 2 10
left_child=1 4 5 6 27 14 8 9 28 15 25 -7 51 17 47 30 26 94 29 91 81 54 68 75 44 74 77 62 42 69 32 36 -6 -34 72 -30 37 66 39 56 -17 -22 110 -24 -19 -46 -43 -2 -18 105 -51 52 70 57 55 59 -15 -32 -27 -5 107 109 -1 76 -65 -66 -25 -48 -16 -12 -10 104 -14 -74 106 -13 -64 95 89 -44 -53 -21 -58 -37 -26 -29 -39 -23 -86 -38 -63 -9 -20 -94 -8 -11 97 98 -89 -41 -33 -62 -40 -61 -31 -36 -4 108 -49 -50 -3
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leaf_count=388 369 706 13814 502 808 6318 1102 556 1697 390 1856 3995 706 4500 6133 915 2988 1908 9165 1294 507 90 4548 865 1883 13079 594 130 983 260 478 2580 1252 504 213 274 1140 1632 808 183 180 1286 836 18628 4620 2129 971 118 426 202 1157 796 729 828 211 460 1147 1276 1721 1358 296 1261 2550 427 936 84 180 1659 4911 3621 419 659 1500 138 14777 1850 204 910 249 346 435 226 2601 1050 1226 443 1128 1139 834 87 147 219 674 3190 3647 226 133 251 136 554 806 3427 661 339 1088 1410 1310 1159 205 1016 3270
internal_value=0 0.00883146 -0.00820458 0.00421006 0.014959 -0.00489295 0.00278919 0.0126245 0.0069065 0.00953025 -0.01181 -0.00038796 0.0108251 -3.09675e-05 -0.0075239 0.0143571 0.00535179 -0.00266331 -0.00773941 0.0180739 0.019521 0.015477 -0.00874155 0.00240633 -0.000522752 -0.0138155 0.0122858 0.0230167 0.00123005 -0.00298422 0.0113817 0.00542976 0.0156559 0.019906 0.0154029 0.00790975 0.00883542 0.00499596 0.00384311 0.00528073 0.0253431 0.022468 -0.00193125 -0.0106688 0.0020478 0.00409437 0.0240367 -0.00042266 0.00219288 0.0196562 0.0260178 0.00397601 0.000457386 0.00589427 0.0101781 0.0117881 0.00376832 0.00983785 -0.0103368 0.0144672 -0.00202981 0.00617582 0.0245327 0.0257235 0.018286 0.0230634 0.0154729 0.0273897 -0.00493434 -0.00645636 0.00486185 0.00503575 0.00925372 0.0130136 -0.0155996 -0.00222981 0.0288974 0.0162069 0.0171478 0.00709106 0.0113353 0.00983809 0.00757498 0.0142944 -0.00637167 0.00841113 0.000508321 0.0225384 -0.00147877 0.0205836 0.0113341 0.00508302 -0.0105147 -0.00561871 -0.00847831 0.00727249 0.0238784 0.0255454 0.0283856 0.0187505 -0.000295978 -0.00535821 -0.0050155 0.0177957 -0.000804943 0.0131485 -0.0131135 0.00525471 0.0173469 0.000652509 -0.00476553
internal_weight=0 7162.13 7490.11 4091.11 3071.02 3914.71 3642.48 2398.28 1475.64 1544.76 3575.4 1446.95 868.374 2166.84 2467.76 707.052 837.708 1291.79 1193.91 853.52 764.084 448.626 2104.85 1028.25 951.064 2381.5 254.411 672.742 607.269 446.579 570.146 621.485 311.545 210.905 514.054 190.929 386.768 273.983 875.05 755.859 136.906 577.089 416.34 1387.15 664.575 523.875 513.583 362.906 583.296 292.707 134.979 354.32 245.889 258.602 268.293 250.101 689.451 176.468 827.102 207.17 337.032 294.041 604.184 552.669 182.694 134.339 75.8507 345.577 717.698 312.823 184.989 133.756 221.347 154.648 1554.4 406.769 369.975 193.221 112.785 96.4374 108.431 186.995 323.062 110.569 286.489 68.5571 198.132 180.334 153.588 93.6213 147.367 89.4368 747.328 226.763 340.723 76.7462 171.984 159.424 134.637 66.4078 234.717 232.894 119.192 160.628 87.6131 157.728 813.858 104.138 22.9542 146.674 319.903
internal_count=201206 75368 125838 49289 26079 60624 44670 20917 16867 14199 65214 20830 9402 27803 39794 6241 7958 17349 20513 6718 5943 4619 34220 14512 12600 44701 2120 5162 7465 7484 5146 8667 2564 1756 5326 2307 5281 3805 10454 8985 1095 4423 5158 23176 8657 6749 3916 5574 5838 2982 1359 4076 2845 2582 2870 2659 8248 1754 14800 2199 5205 2850 4589 4201 1447 1020 1045 2630 11044 5477 2116 2007 2344 1638 29901 5845 2754 1526 1476 1182 1231 1520 3748 1324 3943 573 2760 1749 2060 1227 1408 775 13029 3864 4749 616 1659 1526 1275 737 3386 3723 1469 1697 1348 1623 15124 1482 323 1442 3976
is_linear=0
shrinkage=0.0227381


Tree=28
num_leaves=112
num_cat=0
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split_gain=2008.39 290.66 202.852 114.02 86.7141 83.6087 81.1278 68.8283 55.7429 54.2298 48.3901 45.9378 43.3045 46.5929 41.6518 36.8039 35.953 32.4777 31.5754 29.8912 32.3571 28.8776 28.2531 27.8551 33.2846 27.8202 27.6296 26.9384 26.8194 25.7994 25.3322 26.5161 23.9763 25.4778 23.9692 23.9685 22.9176 22.6436 22.2204 22.0359 21.4178 21.2569 20.9381 20.6987 21.275 20.4258 20.3317 19.8183 19.7693 19.4833 19.3792 18.8906 18.7028 21.5089 18.4742 18.3996 17.9724 17.9157 17.7855 17.7497 17.7491 17.6865 20.2282 17.1527 17.1397 16.7759 16.7647 16.4939 19.2554 16.3657 16.2835 16.1175 15.8417 15.5256 15.5115 15.399 15.3339 14.851 16.5705 14.839 14.7283 14.5853 14.5827 14.4785 14.1735 14.0221 13.8766 13.8227 13.772 15.4246 13.7264 13.5904 13.456 14.0249 13.266 13.0681 12.9294 12.4338 12.3466 12.201 12.1261 12.1202 12.0441 11.9146 13.5557 11.9099 11.8491 11.8489 11.6756 11.6708 11.6647
threshold=0.45521649194714581 0.35739952356615862 0.59126996588047487 0.93018557959859838 2.5000000000000004 1.0023493824780727 0.9243793940407169 0.36602870813397131 0.22974410270244824 0.52480448567398275 14.500000000000002 0.12948657080007922 1.0000000180025095e-35 1.0000000180025095e-35 94502.250000000015 16580.250000000004 0.51653492076756546 -0.032849004492163651 22.069366479550926 1.0000000180025095e-35 0.25888172162123974 0.96168526130358212 -189.49999999999997 1.0000000180025095e-35 0.060323167561947673 0.33687943262411352 0.17202291840440137 76558.590000000011 -10228.499999999998 -0.062123520299792283 49456.125000000007 500.65540540540547 1.0000000180025095e-35 17.500000000000004 -21910.499999999996 451660.50000000006 0.054158809972763469 0.05427864739248317 13.500000000000002 22.500000000000004 -0.013868487905710934 1.0000000180025095e-35 -21015.499999999996 70584.258831521758 0.27650925445424673 0.31333747371007098 0.84010309278350526 119105.23387195123 -18.499999999999996 0.43724185822569622 -10283.499999999998 54.266318394651769 188469.00000000003 0.086956017647573311 1238.6676365546223 20.500000000000004 -0.043237114325165742 0.31449159154529333 0.98585000000000012 23.500000000000004 0.48718339361867918 29.31983087834152 0.03627459947836615 2.5000000000000004 12.500000000000002 0.68298859168943049 -17530.499999999996 47.500000000000007 10.500000000000002 8.8014084507042281 0.020367225632071499 0.068250000000000019 -178.49999999999997 2.5000000000000004 0.24808582648294134 0.96884704968944113 0.39631140574536811 -3952.4999999999995 0.031945000000000008 0.67005808273186973 22.500000000000004 0.68996438958661976 0.020658213840032025 0.1904438776573478 0.82623792270531415 -807.48809523809507 -17989.499999999996 -19320.499999999996 -12.499999999999998 -940.97368421052613 26318.250000000004 116887.50000000001 15.500000000000002 0.67875990321301061 16.83367556468173 0.72099469074116773 473172.75000000006 14.500000000000002 23.500000000000004 13934.81025 22.500000000000004 0.27151276759926307 285.5457236842106 0.25059241706161145 1.5000000000000002 0.14125000000000001 0.010826640296727421 0.077250000000000013 -0.041514800861477845 1.5000000000000002 0.0057027526199817666
decision_type=8 10 10 10 2 10 8 8 10 8 8 10 2 2 10 10 10 2 10 2 8 8 10 2 8 8 10 8 2 2 8 10 2 8 2 10 8 10 8 8 2 2 2 10 10 8 8 10 10 10 2 10 2 10 10 10 2 8 10 8 10 10 10 2 8 8 2 2 8 10 2 10 10 2 10 10 10 2 2 10 10 10 8 10 8 8 2 2 10 10 10 2 8 10 2 8 8 2 10 10 10 10 10 8 8 10 2 10 2 8 2
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Tree=31
num_leaves=112
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decision_type=10 8 10 10 10 8 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 8 2 2 10 8 8 10 10 10 2 8 8 10 8 10 10 10 10 10 10 10 8 2 8 8 10 2 10 8 8 10 2 2 2 10 2 10 2 10 10 8 8 10 10 8 8 2 8 10 10 10 2 8 10 10 2 8 8 10 8 10 10 2 10 10 2 10 8 2 10 10 8 2 10 8 2 2 2 10 10 2 10 10 8 2 10 8 2 10 8
left_child=1 3 5 6 8 12 7 10 16 52 14 36 45 79 20 -8 22 96 -5 71 28 29 23 100 27 26 41 94 -1 35 -22 42 48 49 85 -19 37 90 -39 55 63 46 50 -35 -43 51 -26 -36 -11 -25 -18 74 53 56 -9 -20 -10 -58 -23 -28 -41 62 -12 75 78 -49 -52 -64 -55 81 104 -13 -65 -63 -2 -14 77 -67 -50 -7 -81 83 -74 -27 -76 -6 -87 88 -73 -31 91 -4 -93 -90 95 -15 97 -17 -99 -54 -3 -102 103 108 -71 106 -47 -57 -42 -88 -82
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leaf_count=1068 281 1780 18529 893 463 5464 673 858 622 297 366 469 29173 4244 1561 89 269 2363 855 4123 11180 1072 5424 792 1323 3345 1820 433 983 478 1476 4421 640 1660 387 487 16764 1961 890 974 292 323 1670 1101 930 3059 323 283 1669 3229 389 588 1451 1503 171 155 2358 648 715 1693 196 798 171 471 293 93 882 1440 1849 444 547 136 1498 1234 146 1942 221 927 869 1970 1052 4812 178 1026 571 147 151 211 177 85 6571 1465 857 410 671 1012 1046 535 101 194 1764 2571 436 491 1356 672 283 401 248 1056 759
internal_value=0 0.00815966 -0.00771563 0.0125591 0.0033168 -0.00505226 0.0110938 0.00883171 0.00194783 0.00623078 0.00787585 -0.0121767 -0.00801638 -0.00182482 0.00609242 0.016525 -0.000292247 0.0178525 0.0226283 -0.00378504 0.00715199 0.0204776 -0.00237952 -0.000153722 0.000115803 0.00198916 0.00659749 -0.00528508 0.0142826 0.0239888 0.00559762 0.00421839 0.0143649 0.00396125 0.0145904 0.026425 -0.0132688 -0.0115188 -0.00342517 0.0179422 -0.00927786 0.0129403 0.00933374 -0.00203144 0.00379808 -0.000458365 0.018723 0.020103 0.0108404 0.00780316 0.015147 0.00783881 0.00212974 0.00380517 0.0231382 0.0117275 0.00776437 0.0101166 0.0124405 0.000916614 0.0245101 0.0142892 0.0186008 -0.0097933 0.0126367 0.0234978 0.0185824 0.0213751 -0.000719079 -0.000786217 0.00524335 0.00724083 -0.0022619 0.00950368 0.0144875 -0.0103619 0.0266809 0.0298466 0.0144836 -0.00695706 -0.0029295 -0.00242674 -0.00604702 0.00116863 0.0200897 0.00786204 0.0111795 0.0127276 0.0174077 0.00938123 -0.0124472 -0.0110853 -0.00333323 0.021938 -0.00712653 -0.00855591 0.00900224 0.0150832 0.0179326 -0.00537552 -0.00501432 -0.00255477 0.000861747 0.00564364 0.00901832 -0.0039462 -0.0061274 0.0194172 0.0136505 0.0136078 0.00249342
internal_weight=0 7243.46 7338.36 3788.32 3455.14 4606.52 3322.84 2361.75 3090 1055.88 2226.34 2731.83 2394.57 2211.96 1755.06 961.093 2034.12 886.207 465.473 319 1602.3 674.762 1393.4 986.868 1611.15 1200.26 446.7 410.889 274.165 457.729 1328.14 640.724 346.701 535.286 365.137 386.339 2412.83 1602.65 169.069 336.877 2050.39 205.863 282.367 210.693 85.2828 344.178 120.58 191.306 281.705 324.592 142.75 98.6863 709.181 583.225 135.415 185.401 307.752 256.291 217.033 240.837 151.476 471.279 234.855 1951.48 256.486 153.055 118.523 192.336 275.473 753.558 157.136 93.8384 139.984 236.424 62.7841 1811.5 126.243 105.418 230.475 600.809 258.119 596.422 108.889 279.063 45.6043 173.831 131.815 64.0324 50.4794 71.3893 1433.59 1102.51 128.882 41.7683 377.606 335.047 211.446 87.9557 77.6893 125.956 451.582 321.742 98.9095 71.2367 120.877 245.492 204.775 77.4003 37.8685 117.891 127.249
internal_count=200936 74497 126439 32424 42073 73876 28950 21306 38345 12393 20277 52563 40329 33547 16268 7644 25952 6971 3474 5526 14707 5200 18321 12897 24302 17942 6412 6360 2051 3413 12656 7631 3768 6782 3728 2850 47037 30273 2851 2581 34729 2899 3210 2761 1253 5600 1646 1911 3128 4021 1540 1586 8625 6980 1029 1411 3628 3006 1787 3513 1170 4009 1977 33262 2831 1524 1271 1611 3352 11530 2347 1403 2147 2032 998 31115 1241 1020 2538 9245 3781 9183 1676 4371 717 1817 1354 934 723 563 27422 20851 2322 587 5927 5256 1771 725 636 1645 6115 4335 1467 1031 1800 4014 3342 556 540 1207 1811
is_linear=0
shrinkage=0.0227381


Tree=32
num_leaves=112
num_cat=0
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split_gain=1640.05 274.761 164.59 101.311 91.3583 91.1205 67.4894 50.1499 47.43 47.1233 45.4983 44.1674 42.1781 42.041 41.6504 35.9369 35.7884 35.4202 34.9917 32.3167 34.7909 32.2566 32.1601 30.4011 29.4156 28.0718 26.6258 26.3572 25.4378 24.758 24.5257 24.2357 24.2136 24.1526 24.0168 23.9531 23.659 23.4437 22.9778 21.8558 21.5384 21.3018 21.1238 21.0173 20.3638 19.4325 19.4269 19.4046 19.0703 18.7686 18.672 18.2392 18.1839 18.1413 17.9447 17.6645 17.6558 17.0033 22.3617 16.9643 16.8587 21.1969 16.8116 16.5402 16.5296 16.3932 16.3489 16.1987 19.7894 16.0278 16.0273 16.0074 15.9351 15.6886 17.9856 15.39 15.2864 15.0913 17.392 15.0124 14.6951 14.5729 14.3269 14.4889 14.1506 13.6861 18.3666 13.5754 15.8976 15.0583 13.4962 13.374 15.3049 14.5533 13.2805 13.1175 12.895 12.7241 12.3972 12.3156 13.4067 12.3076 12.2928 12.1943 12.1176 12.0888 12.0384 11.9667 11.8244 11.7512 14.4153
threshold=0.47298340402828121 0.34541172612148968 0.59285537064306026 0.86325854544926195 0.82562599815016269 0.95699379726324574 0.95784893106122704 0.18320196987107865 0.86325953650067777 0.93547181607255159 0.17663308417289572 2.5000000000000004 1.0000000180025095e-35 97048.890000000014 18.357493315508027 21017.250000000004 0.14257430428830123 1.0000000180025095e-35 0.086550000000000002 0.78592072667217183 -2403.4999999999995 0.45643939393939398 0.53452380952380962 0.28802081967707954 544.83541071428579 0.048405330788375868 0.094939683534505437 0.41277890466531447 112868.10000000002 -2442.4999999999995 0.032900000000000006 1.0000000180025095e-35 0.22401433691756276 0.98035000000000017 0.34171764924473197 0.29478609625668456 22.413967258794852 -1730.4999999999998 -732.73214285714278 22.917237442922378 23.500000000000004 0.072172739741008587 2.9209121578088397 0.69253938832252093 0.060323167561947673 0.17752100840336138 19.500000000000004 18.263523391812871 284242.50000000006 0.15240038910234457 21134.250000000004 27.108829568788504 0.46894653003157444 0.064228020031347213 -22053.499999999996 292.64971153846159 0.029322393018106924 21.500000000000004 0.13875460398743547 0.24518380290995226 1.0000000180025095e-35 -386.49999999999994 -0.038636365905404084 1356.5000000000002 -393.49999999999994 0.07479452341794969 2.5000000000000004 -0.053076799958944314 58.268309377138955 0.168298691012051 0.19952606635071093 0.65980632859909394 45.500000000000007 15752.250000000002 1736468.8200000001 3.5000000000000004 500.65540540540547 12.500000000000002 0.44722222222222224 28.841889117043127 0.20045757611619422 56997.981567567571 26.500000000000004 0.39639825964330128 0.21567389997381928 0.020010378441335498 0.13875460398743547 1377067.5000000002 1.0000000180025095e-35 -2745.4999999999995 -0.019296737387776371 -770.49999999999989 27.287301587301588 3.4883906414985191 2.5000000000000004 -0.061178382486104958 23.994897959183678 0.058703834190964706 0.89381653535081473 302575.50000000006 451660.50000000006 0.41973262633355329 2.5000000000000004 59.593429158110887 0.66724336793540961 0.011033560149371626 0.97145000000000004 0.69996158018018872 -0.059898329898715012 0.30595523840628641 0.016731801442801956
decision_type=10 8 8 8 8 8 10 10 10 10 10 2 2 8 10 10 2 2 10 8 10 10 8 10 10 10 8 8 10 8 10 2 10 10 10 10 8 8 8 10 10 10 10 10 10 10 8 8 10 10 10 2 8 10 2 8 10 2 10 8 2 2 2 10 10 2 2 2 2 10 10 8 8 10 10 2 8 8 10 2 10 8 10 10 2 2 8 10 2 10 2 10 10 2 2 2 10 2 8 10 10 10 2 2 8 2 8 10 2 10 2
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decision_type=8 10 10 10 8 8 8 8 10 2 8 10 2 10 2 10 10 8 10 2 2 10 2 10 8 8 10 10 10 8 8 10 10 10 10 10 10 10 2 10 2 10 10 10 10 10 2 8 8 10 2 10 10 10 2 10 10 8 10 10 8 2 2 2 10 8 10 10 10 8 2 2 2 10 8 2 2 10 8 2 10 10 10 2 10 2 8 8 10 2 8 2 10 10 8 10 10 10 10 2 8 10 2 2 2 2 10 10 2 10 10
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Tree=35
num_leaves=112
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split_gain=1525.9 256.318 168.65 77.3989 70.7248 65.2635 60.1942 54.119 52.2408 50.2138 49.7848 48.8369 54.5864 46.235 46.1959 40.0632 36.7354 33.1411 31.6287 31.3991 38.174 29.3681 28.8732 27.7532 24.7584 24.3218 24.2699 24.0274 30.2365 23.6458 22.9553 21.9836 21.9417 21.4585 23.3544 22.5989 21.1319 21.5936 20.9164 20.2221 20.1215 20.7465 19.6966 19.3954 19.4181 19.2923 19.2791 22.008 19.1864 19.0246 18.2679 18.1057 17.5192 17.4027 17.4759 17.315 17.1087 17.094 16.8055 16.7924 18.2292 18.1493 16.4635 16.4038 19.8602 16.1745 15.9703 15.601 15.5368 15.286 15.209 16.0342 14.9753 14.921 14.7999 14.7175 14.6534 14.6362 14.3757 14.2279 14.0956 14.0719 14.0451 13.7419 13.7181 13.5391 13.5349 13.4756 13.4426 13.198 13.1747 13.1251 13.1177 13.0803 12.9369 13.8894 12.8632 15.8354 12.4288 13.5922 12.3632 12.2264 12.1838 12.1791 11.8922 11.8799 11.6998 11.6025 11.1619 11.6181 11.1231
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decision_type=8 10 10 10 2 10 2 10 10 10 8 2 8 10 10 10 10 8 2 2 10 8 10 2 10 2 10 2 10 10 8 8 10 2 10 10 2 2 10 10 8 10 10 10 10 10 2 10 10 10 8 8 10 2 10 2 8 10 8 2 8 10 10 8 8 10 2 10 10 8 2 10 10 10 8 10 10 8 10 10 10 8 8 10 10 2 8 2 10 2 2 2 10 2 2 2 8 10 8 10 10 2 10 2 2 10 10 2 2 10 8
left_child=2 4 8 7 31 6 29 11 40 14 13 12 22 45 15 21 82 26 51 68 23 102 56 -21 -18 104 32 28 -23 94 58 77 70 -19 35 110 37 46 -17 -29 90 48 86 44 -7 87 -27 78 74 -13 -24 -15 -33 62 -55 -47 76 -44 75 80 73 79 -37 -40 -65 96 -51 88 -14 -22 -5 107 -45 -61 -42 92 -4 91 -48 -62 -16 -82 93 -68 -31 -58 -11 -8 101 -53 -1 -2 -28 -9 -3 -96 97 -59 -39 -100 -12 -50 -6 -57 -10 -52 -49 -72 109 -79 -35
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leaf_count=79 292 26317 1232 857 447 25026 4190 125 1056 712 4473 2314 1884 487 488 452 497 1874 394 2256 2701 6923 4077 6184 1189 269 1254 13500 6107 2138 921 1548 269 107 241 544 391 189 1932 1573 104 636 393 1597 3702 246 525 211 247 1165 1566 827 382 839 532 1238 386 570 1144 1015 977 282 127 832 1328 693 786 164 202 4096 743 388 1915 825 710 374 165 12292 1652 175 613 1764 188 963 1277 865 114 1975 342 125 627 827 250 630 5389 1157 451 704 991 399 579 1218 831 647 427 429 868 1094 996 564 421
internal_value=0 -0.00608415 0.00883312 0.00659668 -0.00200363 -0.0099147 -0.00782898 0.00468034 0.0153014 -0.000207802 -0.00282701 0.00379159 0.00500022 0.000909252 -0.00115171 -0.00248185 0.014595 0.0112496 0.0135119 0.00732298 0.0083857 -0.0037731 0.000213866 0.0115028 0.00720983 0.011592 0.0079912 -0.00440163 -0.0016411 -0.010033 0.0116155 -0.00694595 0.00333213 0.0154877 0.0190684 0.0207882 0.0133227 0.0143164 0.00447242 -0.00685656 0.020327 0.0177621 0.00883369 -0.0137123 -0.0146551 -0.00219762 0.0169746 0.0181613 0.014881 -0.00319162 -0.00279349 0.0192489 0.00159979 0.0237729 0.0280198 0.00520516 0.00607471 0.00494435 0.0143682 0.0053401 0.00921732 0.0153646 0.0128603 0.00230032 0.00680093 0.0075351 0.00101793 0.0110873 -0.00155043 0.00415605 0.00124843 0.0042713 -0.00626264 0.00305414 0.0224165 0.0179863 0.000280431 -0.00814518 0.0217182 0.0193709 0.000559965 -0.00232736 0.0251918 0.00547244 -0.00266148 0.0114083 0.0186473 -0.00487668 0.00889147 0.0256023 0.029246 0.00154719 0.0207098 0.0292322 -0.0108914 -0.00674028 0.0114007 0.015283 0.00775672 0.0097462 -0.0106112 0.0112192 0.00843962 0.00139211 0.00341445 0.0028831 0.0100948 0.00104946 -0.00894201 -0.00964575 0.0071364
internal_weight=0 8480.64 6079.04 4530.11 4112.68 4367.96 2836.46 3220.83 1548.94 3023.15 873.57 2966.78 2531.14 595.387 2744.17 2281.93 254.052 1309.28 112.055 1701.07 1519.56 1927.9 830.07 866.316 158.228 907.526 754.22 1838.77 872.268 1962.89 416.997 1089.52 337.223 555.057 341.617 313.961 744.537 696.597 354.034 966.497 641.411 518.127 278.981 1531.51 1352.08 483.332 485.997 453.692 413.165 435.636 551.553 89.3618 133.724 252.403 171.989 126.281 278.517 209.058 326.163 462.243 250.819 119.144 80.4148 315.726 175.133 181.016 245 288.947 181.516 653.239 306.637 225.39 179.432 131.674 124.217 217.081 137.832 955.797 304.759 96.3551 211.425 173.188 95.8237 151.385 208.406 140.685 69.9229 357.051 264.854 60.5043 123.284 71.9932 177.234 76.6377 1754.48 355.751 133.532 98.9161 210.6 185.872 278.182 216.981 89.1311 111.793 162.989 187.63 148.933 182.276 883.804 820.325 61.5578
internal_count=201285 144301 56984 45879 60602 83699 51459 33900 11105 43701 15181 31271 26043 10129 40064 33925 2629 11979 1833 17323 15237 29381 8720 8440 1686 6978 7294 28103 13030 36278 3943 16901 3351 4685 2811 2570 5495 5104 4544 15073 4127 3421 3637 32240 28728 8296 3525 3256 2785 5228 6072 1439 1930 2042 1371 2131 2648 2811 3022 6139 3274 1434 671 4092 2160 2418 2914 1971 2086 6797 3082 2225 3512 1840 814 1878 1397 14971 2177 1152 2865 2377 943 1749 3415 1251 826 6165 1807 952 706 1119 1504 755 32863 6546 1725 1274 1579 1390 5052 1465 1278 1885 1483 1995 1079 1837 13852 12856 528
is_linear=0
shrinkage=0.0227381


Tree=36
num_leaves=112
num_cat=0
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split_gain=1175.34 224.134 217.273 105.767 87.8141 81.8767 80.2606 62.8625 61.8665 55.0576 52.2036 42.4065 42.1772 38.857 36.0723 36.034 35.8155 34.5168 34.2462 32.3134 31.2968 31.2671 35.4148 28.4717 28.1041 27.548 27.2033 26.8986 25.9823 25.1764 24.7422 24.5724 24.4045 23.3241 23.3109 22.7528 22.5256 22.4603 21.8594 21.1864 21.1737 20.9695 22.2925 20.8554 25.9903 20.481 19.9808 19.5404 19.4619 19.2505 19.1709 18.8646 18.4398 19.3404 18.3878 18.2583 17.9085 17.7049 17.0946 16.6038 16.5969 16.5605 16.4381 21.5303 16.3416 16.2123 15.7611 15.7319 15.6245 15.5828 15.0685 15.2456 15.0148 14.9893 18.0797 17.0613 16.4236 14.5817 16.4714 14.5468 14.0517 13.877 13.7191 13.4902 15.3331 13.3798 14.2775 13.3625 13.1655 12.9403 12.842 12.6534 12.4794 12.5174 12.3939 12.9204 12.1242 12.1056 12.0418 11.9863 13.8289 11.7345 11.69 11.686 11.6702 11.6257 11.5094 11.499 11.4748 11.4648 11.4225
threshold=0.031420303508639343 0.13510967090887907 0.89597542357886939 1.5000000000000002 -0.031410288065671914 0.43030774107075148 0.79113708396126192 0.86325816545756684 0.93920576057029004 1.0000000180025095e-35 1.0000000180025095e-35 0.081766457739353385 0.75942355929647742 0.71632987179002727 -503.49999999999994 0.074045449676262531 0.87320985281659003 88262.931741202352 -0.066302888095378862 -0.0064962424803525201 0.22199820788530469 0.14332399626517275 1.0443365129353521 43.500000000000007 0.58578431372549034 0.076701930621185965 2.5000000000000004 -603.49999999999989 1.0000000180025095e-35 -20158.499999999996 0.14842040223999106 197.30952380952382 23.391652173913048 7.1252566735112941 25391.250000000004 16.500000000000004 23951.250000000004 0.51819695978497393 -769.49999999999989 16854.750000000004 7.5360412371134027 5562.6640393548505 0.031050000000000005 0.99999851971384668 -2643.4999999999995 24.005494505494507 0.039750000000000008 0.090480031675053862 -0.036000942811369889 0.33385555487175916 0.020578558556735519 0.050752751529216773 0.20050251256281412 25.556466302367948 5.6084873374401107 0.034606870384259726 17425.330714285719 0.027193307876586918 -842.17424242424227 -1553.4999999999998 201217.3963065611 0.041006000000000008 0.015150000000000002 47.705681040383304 -210.49999999999997 0.016350000000000003 -17848.499999999996 11.500000000000002 0.99999128212731336 0.041006000000000008 25.556466302367948 0.79091037558954924 1.0000000180025095e-35 0.0091470680199563521 -6484.4999999999991 0.013256914913654329 1.6191274007787018 0.0073229020927101382 0.11439476553980372 0.0067849066108465203 54.500000000000007 16715.250000000004 1.5042372881355934 -0.049508374184370034 0.17567749311936307 0.10263340263340265 10764.463500000003 0.99999754443690791 0.3421104766691761 21.759629629629632 0.048300178801812123 0.16230000000000003 2.5000000000000004 1111522.5000000002 1.0058989999087589 9.5000000000000018 -0.011555580422282217 -0.0005620736046694218 -0.016558527946472164 0.002619546372443438 -2415.4499999999994 0.73027703019461621 1669.4587993421057 0.013535612873301158 1.5000000000000002 -0.025031458586454388 25562.250000000004 -0.032516421750187867 -0.0047988228034228078 7.4213106295149656 0.98762740546246441
decision_type=2 8 8 2 2 8 8 8 8 2 2 8 8 8 8 10 10 10 2 2 10 8 10 10 8 10 2 10 2 2 10 10 10 2 10 8 10 10 10 10 8 2 10 8 8 10 10 10 2 8 2 2 10 10 2 8 10 2 8 8 10 2 10 2 8 10 2 8 8 2 10 10 2 2 2 2 2 2 8 2 2 10 10 2 2 10 10 8 2 10 10 8 8 10 10 10 2 2 2 2 10 8 10 10 2 2 10 2 2 8 10
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Tree=39
num_leaves=112
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decision_type=10 8 8 8 10 10 8 2 2 10 2 8 10 8 10 10 10 10 8 8 2 2 8 10 8 10 8 10 10 8 8 10 10 10 8 8 10 10 10 2 8 8 10 2 8 2 10 10 2 8 8 10 10 8 10 2 8 8 2 10 8 8 2 2 10 10 8 8 2 10 8 8 2 2 2 10 2 8 10 10 2 8 2 2 10 10 2 10 8 8 10 10 10 2 8 10 8 8 2 10 2 10 2 10 10 10 2 2 2 2 10
left_child=1 4 3 11 6 7 23 55 20 13 75 30 17 65 15 41 39 21 19 93 24 58 -23 26 -8 27 35 103 -6 -24 -2 51 63 -28 -21 -1 47 44 92 -15 70 42 50 -11 -26 -16 66 -36 -14 -50 -9 52 -22 54 61 56 -3 62 87 -18 -27 -42 106 -17 74 -10 83 -47 -67 -55 -30 -37 -20 77 -29 -5 89 -74 81 -80 -81 -32 -83 -7 90 -40 -25 -12 -60 -35 101 -45 -19 -13 100 -96 -87 -66 99 -69 -95 -85 -88 -4 -51 -79 108 -108 -57 -53 -73
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leaf_count=125 636 2664 30092 6511 891 349 342 3698 996 541 744 6674 201 720 1693 139 646 4889 8018 1639 4445 940 1015 492 257 1375 2086 2576 252 1562 701 549 1395 157 1154 204 686 517 746 1951 143 803 790 1300 4615 1627 673 2829 256 450 3631 712 599 403 342 1090 2416 7924 1922 700 500 1072 747 1705 110 1004 731 2554 910 166 237 650 625 12907 1177 1246 397 6860 266 222 332 3121 233 160 732 747 135 274 3568 1198 542 239 2084 223 4818 477 925 225 916 2586 426 634 1187 6968 871 1108 335 972 499 420 903
internal_value=0 0.00643895 -0.00680039 -0.00470675 0.0099417 0.00241686 0.00868956 0.00122224 0.0067415 0.0104933 -0.000858519 -0.00710734 0.00112871 0.0130096 0.00379697 0.0064452 0.0169647 -0.000132603 -0.00801136 -0.00508436 0.00380486 0.00327266 0.00921488 0.0132138 5.77855e-05 -0.011846 0.0108156 -0.012456 0.0183522 0.0137174 0.000439033 0.00662672 0.0127296 0.0134501 -6.99246e-05 0.00402494 0.00292071 -0.00132026 -0.00379378 0.0210473 0.0146559 0.00368381 0.00483279 0.000689659 -0.00284062 -3.66421e-05 0.0116497 0.00540539 0.0117864 0.01465 0.0032734 0.00771617 0.00935869 0.0170569 0.0201703 -0.00231037 -0.00625748 -0.000639106 -0.000374326 0.00800523 -0.000440869 0.0234332 0.00366993 0.0177475 -0.00489212 0.00707975 0.00889207 0.00163452 0.0102228 0.00664938 0.0026168 0.00158832 -0.0100684 -0.00867258 -0.00678712 -0.00685556 0.0181752 -0.00506987 -0.00195503 0.00747095 0.0144208 -0.00435668 -0.00702851 0.00568112 0.00786145 0.00294306 0.0197544 0.00904437 -0.00244012 0.0209605 0.0121227 0.00464561 -0.00623597 -0.00781766 -0.00454393 -0.00619034 -0.0017727 0.0115927 0.00340699 0.00483318 0.00741819 0.00538992 0.0227557 -0.013407 0.0181556 -0.00617988 0.000922916 0.00580113 -0.00344106 0.000167544 -0.000989076
internal_weight=0 7519.71 6942 4917.96 4012.58 3507.13 3507.83 3113.96 2466.99 1073.45 1893.8 3024.16 1427.69 851.962 1800.81 1061.6 501.483 1284.2 2700.17 1126.76 1393.54 665.827 248.237 1040.84 602.401 2024.03 778.293 1920.52 504.751 185.384 323.994 791.136 314.598 554.675 400.618 223.618 302.338 564.379 618.376 336.53 365.908 747.003 684.249 221.491 506.815 739.204 393.174 258.982 143.491 126.821 614.01 733.138 600.427 302.079 226.312 1313.15 383.595 929.558 417.59 164.953 103.508 178.896 315.673 183.795 220.386 350.478 322.759 616.002 237.367 75.767 63.8293 207.148 1573.41 1161.06 202.201 466.111 261.578 475.457 284.563 54.0959 37.0478 230.468 187.447 241.019 205.965 164.056 262.547 69.8893 347.701 202.534 135.973 165.672 454.319 726.14 345.416 307.274 106.801 18.1851 489.67 419.901 38.1423 80.0065 195.497 1700.14 108.837 439.762 249.363 116.408 132.956 132.71 178.628
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is_linear=0
shrinkage=0.0227381


Tree=40
num_leaves=112
num_cat=0
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split_gain=1249.48 196.275 111.203 78.8808 77.6322 68.2069 63.3263 56.7489 42.2777 44.512 36.0805 35.7896 34.7886 33.8543 37.1101 32.2309 32.0811 30.9668 30.7412 31.2506 30.0137 29.2421 26.7798 26.1559 25.4174 32.4592 26.4119 25.2568 24.6794 24.5057 23.4606 24.7345 25.2468 23.062 22.9789 22.2642 21.5121 20.3633 20.3544 20.3321 19.8869 19.8129 19.3292 19.2632 19.0605 18.9186 18.9009 18.7917 18.6026 18.3693 18.071 17.8332 17.4851 17.0542 16.9338 16.8669 16.562 16.4716 15.7313 15.6402 17.8446 15.5893 17.6449 15.5113 15.3696 15.7297 15.2494 15.0737 16.9366 15.0524 15.3655 15.0186 18.4629 14.9539 14.6934 14.5648 14.4112 14.8972 14.0684 13.876 13.8731 13.5241 13.4977 13.4875 14.821 13.4579 13.2363 14.6107 12.8069 15.0453 13.2707 12.7422 12.7137 12.6104 12.5852 12.4592 12.4558 12.3791 12.181 12.0509 12.0502 12.0399 12.0145 11.9692 11.9667 11.8053 11.4643 12.4497 11.3622 11.2423 11.2391
threshold=0.48646668642532698 0.3356861369534076 0.0035446250112727289 1.5000000000000002 0.2667039758918523 0.62380581878475383 415.46731182795702 1.0000000180025095e-35 0.054975325398825978 16458.750000000004 6.5000000000000009 1.0000000180025095e-35 163486.35000000003 1.0000000180025095e-35 1.0456900973779275 0.061263108391960849 -7364.4999999999991 42806.250000000007 451660.50000000006 26088.750000000004 1.0100914203638578 675490.50000000012 358908.75000000006 0.014053290709853174 28271.250000000004 675490.50000000012 103171.15657894737 101.06531561461797 1.7858372880820295 0.033222958057395148 26.500000000000004 0.93364779874213844 0.081458900374603252 0.055800000000000009 0.99998833216138538 35856.000000000007 0.26289317045434951 0.073530967765661773 0.1210375891913676 29252.250000000004 0.064396742731332793 18.500000000000004 0.1180340557275542 269806.50000000006 5135.927507927735 782.50000000000011 0.0099393719924091208 -1670.4999999999998 -6070.4999999999991 48.500000000000007 1.1050101587612167 -22.499999999999996 42.500000000000007 3.5000000000000004 0.021313918762158646 -886.97058823529403 -1654.4999999999998 2999.5000000000005 -195.49999999999997 0.67654375182908999 -2208.4999999999995 -0.027735065668821331 0.066900000000000015 0.41193164323079834 45940.875000000007 13821.534314932705 146858.06250000003 0.9233705226071639 42.500000000000007 0.7436346614359165 0.2608055391977861 0.018628763034939769 -0.023206493817269799 2.5000000000000004 0.093651867510943079 0.066653968544538825 42261.613617632378 -783.82843137254895 342.33385959120648 0.47836376339570646 -1574.4999999999998 0.21885700265060434 1.0238095238095239 0.28511641064140936 8058.113892045455 -795.49999999999989 13.500000000000002 0.26575311909471833 0.42221740489413068 113878.87500000001 89787.891315789486 -360.47727272727269 -0.0019818324362859126 -1919.4999999999998 923.09086956521742 78999.750000000015 113.50000000000001 0.13726154999772025 0.0092506781220436114 -0.038445618003606789 -551.96666666666658 11.500000000000002 0.53744767403284799 2925018.0000000005 29166.750000000004 8018.6713316063806 18.500000000000004 0.78165639972621503 0.089665971095660865 0.70087678508793572 2.9999812170488411
decision_type=8 10 2 2 8 10 10 2 10 10 2 2 10 2 10 2 2 10 8 10 8 10 2 2 8 8 10 10 2 10 8 10 8 10 10 8 10 10 10 10 2 8 10 2 2 8 10 10 2 10 10 8 2 8 10 10 8 10 10 10 8 2 10 8 8 2 8 8 10 8 10 2 2 2 2 10 8 10 10 10 8 8 8 10 10 10 10 8 10 10 10 10 2 2 10 10 10 2 2 2 10 2 8 10 8 2 8 2 2 10 2
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is_linear=0
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Tree=43
num_leaves=112
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split_gain=1071.41 189.035 111.341 76.5287 76.071 78.3903 62.4584 52.093 47.8925 46.5716 39.7273 37.858 35.9557 35.1462 36.7131 33.0645 30.3912 32.5553 28.86 28.0008 27.1382 26.5083 25.9005 25.8912 25.6258 24.9164 24.8595 23.683 23.665 23.8804 22.3998 21.9675 22.9866 26.1262 21.7396 21.0439 19.7044 21.1923 19.6717 19.6537 19.3098 18.4452 20.4755 18.1005 17.9938 17.957 17.0788 16.7335 16.2127 16.1861 16.1173 16.8403 20.9654 16.0119 15.8305 15.6837 15.5601 18.3591 15.3594 15.3089 19.6023 19.0698 15.1012 14.9448 17.4814 14.8458 14.7933 14.2604 14.0995 13.9768 13.9342 16.3848 13.9184 13.6798 13.5604 13.4457 13.3763 13.3528 13.2402 13.1933 13.7325 13.0994 12.7572 11.9698 11.8634 11.6891 11.6811 11.6658 11.4372 12.2823 11.1785 11.1493 19.1269 11.9922 11.1226 11.0723 10.9993 10.9338 10.5222 10.4553 10.4416 11.3233 10.3602 10.3036 10.2849 10.2524 10.6492 10.2304 12.3412 10.7193 10.0803
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decision_type=8 10 2 2 8 10 8 10 10 10 10 2 10 8 2 10 10 10 10 10 10 10 10 2 10 10 8 10 10 10 10 2 10 2 10 10 8 10 2 2 10 2 10 8 8 10 8 8 2 10 10 10 10 10 10 8 2 10 8 8 10 10 10 8 2 8 10 10 10 2 8 8 10 8 10 2 2 10 2 8 10 10 2 8 8 8 10 8 2 10 10 10 8 2 8 8 2 10 2 8 10 2 10 2 10 2 2 2 10 10 2
left_child=1 6 26 43 16 9 10 18 19 11 12 91 76 34 30 21 17 100 45 22 -10 24 44 54 -13 -20 47 38 29 74 79 -22 -33 -34 -8 66 107 78 -16 77 65 -24 -43 55 -9 -5 75 84 67 -23 51 52 -29 68 -18 81 57 -11 -57 61 105 -36 -46 64 98 86 95 -40 -39 -67 71 -30 102 -19 87 -41 -1 -14 -38 104 94 -4 -77 85 -2 -17 -28 -7 -65 -90 -32 -6 93 -93 -81 -31 -42 -68 -56 -85 101 -3 -47 -12 -15 106 -61 108 109 -25 -103
right_child=2 4 3 7 5 28 13 8 20 56 103 15 39 14 27 83 23 73 25 -21 31 49 41 36 -26 -27 40 50 70 35 90 32 33 -35 59 -37 37 53 48 46 96 42 -44 -45 62 72 -48 -49 -50 -51 -52 -53 -54 -55 63 58 -58 -59 -60 60 -62 -63 -64 88 -66 69 97 -69 -70 -71 -72 -73 -74 -75 -76 82 -78 -79 -80 80 -82 -83 -84 99 -86 -87 -88 -89 89 -91 -92 92 -94 -95 -96 -97 -98 -99 -100 -101 -102 110 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_count=955 2508 327 5160 1305 4225 135 664 309 6549 201 487 11260 615 323 654 430 1262 109 297 7406 2277 9277 6768 112 2069 835 975 1197 558 619 576 2329 3321 370 564 371 455 1313 2474 387 267 3559 6973 13270 3931 304 253 26698 831 1448 875 1017 335 375 434 620 665 700 197 220 580 711 6809 244 166 4619 401 1566 751 226 480 86 2311 374 407 91 749 106 367 168 763 406 2333 1062 6588 178 660 2814 712 206 488 1783 3642 395 3881 95 459 424 541 181 2949 463 95 779 104 431 97 588 659 165 546
internal_value=0 0.00558593 -0.00690564 -0.00483127 0.00268852 0.000981743 0.0097283 -0.00309557 -0.0040691 -0.000462483 0.0145176 -0.00112941 0.0166061 0.00765968 0.00618738 0.000450101 0.00748248 0.00231173 0.00533756 -0.00606578 0.000168355 -0.000441142 -0.0047312 0.00991916 0.00189736 0.0165927 -0.0113589 0.00870616 0.00885698 0.00623521 0.00213239 0.00344592 0.00612985 0.0103529 0.0130855 0.0128197 0.0131346 0.0160628 0.00595028 0.019568 -0.00602158 -0.00712825 -0.00455622 -0.0101676 -0.0012677 0.00139652 0.0215652 -0.0126305 0.00730688 -0.00347156 0.0127644 0.00959028 0.00479015 0.0192615 0.00485458 -0.0058121 0.01145 0.00436092 0.00515332 0.0100223 0.0142788 0.00479566 -0.00202204 0.0083889 0.0137566 -0.00788549 0.0163701 0.008952 0.0214718 -0.0107032 0.0179745 0.0242363 0.00540187 0.0179821 0.00192034 0.0228247 0.00844543 0.00961504 0.00582906 0.000230412 -0.000899017 -0.0077427 0.024401 0.00953954 -0.00838856 0.000930766 -0.000145274 -0.00016944 0.00185757 0.00567577 0.0104948 -0.00545057 -0.00304536 0.00288471 -0.00262144 0.0237967 0.00677383 0.00777887 0.017022 0.0134211 -0.000265962 0.00517147 0.0183103 0.00440854 0.0101298 0.00696608 0.0141195 0.00588683 0.0102367 0.0199843 0.00903562
internal_weight=0 8153.26 6274.01 4292.48 4805.91 3551.75 3347.35 3249.22 2916.94 3008.18 994.078 2856.06 819.289 2353.27 1865.47 2097.19 1254.16 407.077 332.283 1980.17 936.763 1917.36 1613.72 847.081 1084.04 79.0163 1981.54 1144.62 543.572 433.42 720.853 542.493 401.166 245.179 487.799 164.873 509.747 355.615 694.327 592.298 390.749 948.309 591.31 1043.25 665.413 253.267 484.954 1590.79 616.28 833.32 450.293 321.54 185.844 265.152 337.334 358.23 152.114 86.1683 51.4795 373.649 197.728 175.922 645.572 218.069 114.475 343.946 136.225 511.432 227.829 249.739 110.151 65.1598 174.526 50.2446 268.547 446.083 226.992 107.344 90.463 594.479 540.617 306.751 389.656 179.822 414.833 59.1952 94.2074 236.14 103.594 83.0972 126.374 758.878 445.474 169.258 442.481 64.9019 46.8027 71.3235 99.6678 120.626 356.833 114.292 26.5212 174.789 53.8619 109.071 46.51 154.132 94.3953 32.4631 86.5049
internal_count=200699 82298 118401 75401 57024 43906 25274 55748 50601 37516 6755 35950 5489 18519 15252 25905 13118 4768 5147 35755 14846 24054 28349 8350 13329 1132 43000 8949 6390 5266 6303 8297 6020 3691 3267 1910 4785 3261 5525 3785 7206 17300 10532 19653 11049 4015 3064 35794 4871 10725 3424 2549 1532 2439 3565 6383 1566 901 817 2603 1328 1275 10740 2303 1141 6480 1539 4040 2064 4845 1124 644 2710 483 3356 2811 1704 721 822 5239 4812 5566 2424 1851 9096 608 1635 2949 1162 918 1064 10045 5820 2178 4049 714 726 825 975 1243 4285 1336 399 1266 427 748 317 1524 936 277 1009
is_linear=0
shrinkage=0.0227381


Tree=44
num_leaves=112
num_cat=0
split_feature=203 135 135 1 161 123 11 195 10 132 189 191 8 199 7 122 122 15 16 123 8 123 196 121 41 19 195 134 39 196 39 10 231 155 199 122 120 196 1 184 19 189 134 29 157 213 183 203 132 190 14 189 123 7 35 153 214 195 122 184 44 200 41 135 145 161 177 189 145 183 170 51 152 40 191 39 136 38 143 120 192 203 124 213 127 192 134 132 95 189 206 132 188 216 66 186 125 135 19 71 203 93 67 216 197 58 203 161 157 120 59
split_gain=856.909 165.45 154.656 105.111 103.723 70.7762 55.6622 46.9082 45.5105 44.4307 43.6751 40.9041 40.7419 39.1269 38.4229 31.3704 45.5717 30.2406 33.5606 30.1794 29.8204 29.5502 27.1635 26.6355 26.364 24.6567 24.361 23.9268 23.6177 22.8434 22.6575 22.6295 25.1064 21.5461 21.2681 21.2567 20.5355 20.5168 20.9217 20.3934 20.2566 20.0754 19.9962 19.4297 19.9159 18.8426 18.5841 18.484 18.4387 18.2896 19.788 18.2237 18.0231 24.3361 17.9289 17.9052 17.7136 17.6527 17.6412 17.5107 16.6405 16.422 16.4151 16.3066 16.2895 16.1252 16.7599 15.4656 14.7642 14.6809 14.5911 14.5182 18.0033 14.4178 14.8765 14.2525 14.2465 14.0624 13.9872 13.9589 13.76 13.678 13.6433 13.6049 13.5649 13.4937 13.4312 13.2959 13.2637 16.079 13.2427 13.2023 13.187 13.0637 13.0095 12.9899 12.9118 12.8746 12.8622 12.4963 12.2736 12.1664 14.9026 12.1229 12.1061 12.0759 12.5582 12.0462 11.8262 11.6097 11.397
threshold=0.015503585804253818 0.097580129978187644 0.33086524847377413 1.0000000180025095e-35 0.39899531999538945 0.75941550595416685 2.5000000000000004 21.904304029304033 5.5000000000000009 0.066653968544538825 0.14260294865277076 33.500000000000007 675490.50000000012 47864.575597703319 16580.250000000004 0.092300081724854238 0.078984752592741736 -9875.4999999999982 -1648.4999999999998 0.86325802109828598 675490.50000000012 0.7594174727832349 0.77689869868056916 0.23497262816147382 0.15240038910234457 15.500000000000002 16.794494720965314 0.40909758317832373 0.41827644532958402 0.86716436686818699 0.37186383429467046 6.5000000000000009 0.0081816036254167574 77564.125000000015 188549.02239938083 0.079579890459222535 2.1548237507786552 0.42552781416524393 1.0000000180025095e-35 42436.500000000007 17.500000000000004 0.12528026905829601 0.31161110425740618 2.5000000000000004 803974.50000000012 0.020398693159222606 -2284.4999999999995 0.074264258146286025 0.1076838085343645 71.500000000000014 0.023705000000000004 0.62563131313131326 0.86325802109828598 24594.750000000004 1.0000000180025095e-35 2700022.5000000005 -0.032317101955413811 16.00340136054422 0.10655693913521806 45000.750000000007 0.98635000000000017 31.500000000000004 0.46955788558464323 0.080815792587551991 368.75638977252788 0.47789761940760905 0.50714285714285723 0.08896499238964993 642.68954475705061 -1903.4999999999998 9.0357142857142865 0.038450000000000005 56892.421928571443 0.68292411016421117 52.500000000000007 0.23932844909765527 1.326176762931073 5.5000000000000009 -2679.4999999999995 4.039973066866172 171.90478260869568 0.081464663147926344 34.271047227926083 -0.0092224553227424604 4647.6846394718923 0.83405797101449286 0.35629587755086006 0.01688009023363132 1.0000000180025095e-35 0.11632135306553913 0.011624982114881279 0.015152279033376233 0.81797979797979814 -0.023503545671701428 0.29430000000000006 10324.170000000002 5.5455167693360723 0.40505862237890139 12.500000000000002 0.071250000000000022 -0.0054783853702247134 -1468.4999999999998 0.077750000000000014 -0.021094712428748604 1.0344088782840097 0.96305000000000007 0.10369258001446725 0.51095705401955738 819.72000000000014 1.5093240165207173 0.8791500000000001
decision_type=2 8 10 2 8 8 2 10 2 10 10 10 8 10 10 8 10 2 2 8 8 8 10 10 10 8 10 10 10 10 10 2 2 10 10 10 2 10 2 8 8 10 10 2 10 2 8 2 10 10 2 10 10 10 2 10 2 8 10 8 10 8 8 8 10 8 10 10 10 8 10 10 10 10 8 8 10 2 8 2 10 2 2 2 2 10 10 10 2 10 2 8 10 2 8 10 2 10 8 10 2 10 8 2 10 10 2 10 8 2 8
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Tree=47
num_leaves=112
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decision_type=2 10 2 10 8 8 2 10 10 10 10 10 8 10 10 10 8 10 2 8 10 8 10 10 8 10 8 10 10 10 2 10 8 2 10 8 2 10 8 10 10 10 2 8 2 2 2 8 10 8 10 10 10 10 2 10 10 8 10 10 10 10 10 10 8 8 10 10 10 8 8 8 2 10 10 10 10 10 10 2 8 10 8 2 2 2 10 8 10 2 8 10 8 8 2 10 2 10 2 10 8 10 2 10 8 8 2 2 10 10 2
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leaf_count=24224 262 352 390 679 389 328 1653 9914 396 1112 2558 2901 856 520 1741 415 7175 5377 487 798 744 2735 2525 957 842 1090 227 2749 1535 373 5375 1552 1598 383 708 4994 813 711 1607 151 1041 1143 585 2228 3693 608 610 1926 1294 1107 593 951 132 514 529 183 18390 5835 3631 1316 249 144 1572 409 628 398 548 619 120 237 205 1163 206 413 568 182 267 597 161 2777 2112 439 208 2248 390 7890 594 2627 327 5546 610 171 7905 393 918 2052 5510 2159 317 117 637 801 91 1408 1013 561 124 133 372 237 1253
internal_value=0 0.00480141 -0.00539343 0.00586883 -0.00364478 0.00466189 0.00550537 0.00711709 -0.000399551 -0.00649395 0.00981584 0.00232719 0.00609055 0.0117469 0.00248885 -0.000503978 0.000645239 -0.0115704 -0.00762832 -0.00424995 0.0121422 0.0111347 0.0057947 0.00027706 0.012346 -0.00428337 0.00455109 0.0140754 0.0162437 -0.00379389 -0.00560518 -0.00106414 -0.00563878 0.00842074 0.00115368 -0.000876625 -0.00688373 0.00414609 0.00337986 0.00930057 0.00760017 -0.00222159 -0.00526371 0.00784174 -0.00172353 0.00134091 0.00587101 0.00204381 0.00710127 0.00324577 0.0192535 0.0100578 0.0150799 0.0169012 0.0076653 -0.00333696 -0.00935228 -0.00781919 -0.00675992 -0.00308279 0.0134518 0.0181009 0.00419313 -0.0039418 0.00179542 0.00720632 -0.0132266 0.02027 0.0255776 -0.00759039 0.00107169 0.000504645 0.0111512 0.0110455 -0.00590096 0.021778 -0.00679131 0.00717353 0.00960384 0.00263123 0.00716364 0.0141325 0.00109331 -0.00353279 0.00538131 -0.0061074 0.0147999 -0.0100791 -0.00708874 -0.00871334 0.000866449 0.021721 -0.00118548 0.00297973 -0.00133634 -0.00314752 -0.0093957 -0.0109867 0.00588899 0.0028323 -0.00455402 -0.00574607 0.0131402 -0.0136228 -0.00593136 0.00110607 0.0135384 0.0152847 0.0119333 0.0125016 -0.00134604
internal_weight=0 7806.58 6588.67 7083.74 5145.66 5889.81 5358.31 4020.9 2410.21 2735.45 2533.8 1418.06 732.862 1193.93 1487.11 360.612 1337.41 1443.01 2382.13 814.937 1594.16 1460.04 939.642 1011.28 372.251 992.145 129.273 908.342 670.758 531.503 722.842 1065.25 862.872 147.739 353.319 498.323 766.585 285.586 359.039 99.0787 237.584 254.24 307.596 248.246 685.2 398.621 205.681 166.47 475.824 272.651 475.155 392.273 45.2824 56.1238 205.825 706.211 1567.2 717.38 666.803 315.329 104.666 76.4479 214.171 688.726 216.822 56.039 1135.41 124.005 80.2906 314.681 198.85 158.084 176.201 190.257 286.58 134.119 195.008 227.873 96.6712 547.369 272.156 81.5955 101.159 192.939 50.0297 538.615 60.3898 241.858 277.421 667.594 72.8224 46.4247 863.544 120.322 175.193 164.008 316.614 1028.58 49.2048 64.9435 484.3 430.522 56.0867 1107.08 100.862 94.6057 151.937 138.777 203.173 25.1478 169.685
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is_linear=0
shrinkage=0.0227381


Tree=48
num_leaves=112
num_cat=0
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split_gain=825.387 138.885 122.889 86.8319 64.7605 60.8069 53.6925 52.246 47.7267 44.8308 37.1081 36.5979 49.1262 36.3818 31.3176 30.1716 29.4286 27.8434 27.6839 27.4749 27.08 32.3444 27.4324 26.7235 26.3213 26.0001 24.3991 24.3324 23.0632 22.382 21.7038 21.3887 20.9178 20.8081 22.2906 20.9034 20.5197 20.4182 19.6717 23.2313 18.9787 18.8375 18.6395 18.5737 18.5587 17.9701 21.4596 17.9657 17.8142 16.6896 17.5691 16.6408 16.6202 16.4582 18.8768 16.3168 21.5686 15.6903 18.3658 15.4214 15.2973 15.0912 14.734 14.6994 14.5199 14.508 14.4331 14.4124 14.2779 13.7064 14.2568 13.3622 13.3384 15.2603 13.1784 13.0816 13.0815 12.982 12.8594 12.8481 12.6462 12.6338 12.2472 12.0848 12 11.9741 11.9676 11.8613 11.8072 11.7805 14.2152 11.7489 11.7142 12.0446 11.6048 11.5269 11.3981 11.3224 11.2701 11.2613 11.1567 11.1548 11.1233 11.0536 10.9993 13.6059 10.9859 10.9162 10.9134 10.8897 10.8522
threshold=0.47298340402828121 0.33236832777555325 0.18160544327314285 0.77288845905867187 0.96243503901520289 -1206.9166666666663 0.88314028410010448 1.0000000180025095e-35 1.0000000180025095e-35 0.063594178802245285 0.12256758096950672 1.0000000180025095e-35 12.500000000000002 0.069048193618393275 4997.1488239957462 0.83472330712533782 0.99999851971384668 0.91320820023361149 94240.984303534307 0.022347066167290892 1.0000000180025095e-35 1.035896892340624 -9875.4999999999982 0.71632987179002727 5277.5854396141785 0.79113025776572721 39.500000000000007 193.04500764437185 1.5000000000000002 0.48107042396265481 0.07035000000000001 0.42678571428571432 0.56910388983993554 0.14803330151883362 0.21980676328502416 29117.250000000004 0.26575311909471833 -320.49999999999994 16.500000000000004 0.8520653486441182 0.16762025104553066 1.0399677593775796 -2617.4999999999995 23951.250000000004 7032.3353991832901 -1.0000000180025095e-35 124165.87500000001 -647.13392857142844 0.23205128205128209 6.5000000000000009 24482.250000000004 1.0000000180025095e-35 -1608.4999999999998 6.5000000000000009 90332.700000000012 0.15104406044495239 792254.25000000012 0.79529088547674187 4.9079703569268007 0.64176337894955859 6411.1275000000014 0.18624595923721327 0.0026666703633964066 0.66692595571098356 -0.0089286081492900831 0.25902393495980852 0.85955000000000015 -15367.499999999998 -732.73214285714278 316494.84600000008 0.34496990492100627 0.061650000000000003 37514.250000000007 0.011901161633431913 62957.250000000007 0.26479656745281149 0.50714285714285723 1.5000000000000002 0.017874937504529956 6.5000000000000009 18.500000000000004 0.020427407610802365 77.500000000000014 0.065050000000000011 0.6473627593587693 40936.500000000007 0.50026539531993341 -972.49999999999989 575259.34500000009 0.89105706932756901 -818.49999999999989 -0.015231253579258917 14.364357864357865 0.17732049815263481 -3221.4999999999995 13.500000000000002 20.500000000000004 0.105259468871454 1.5000000000000002 0.47674953178598795 224574.75000000003 -0.0065464354120194903 0.9539017156342966 0.61531565224266893 -5649.4999999999991 0.98135000000000006 -18799.499999999996 0.089800000000000005 1.0364014870260509 0.056159168644393596 112497.37500000001
decision_type=10 8 10 8 10 8 8 2 2 10 8 2 8 10 2 10 8 8 8 10 2 10 2 10 2 8 10 10 2 8 10 10 10 2 10 10 8 10 8 8 10 8 8 10 2 10 8 8 8 2 10 2 2 8 10 10 2 8 8 8 10 8 2 10 2 10 8 2 8 8 10 8 10 2 10 10 10 2 2 2 8 8 8 10 8 10 10 8 10 10 8 2 8 10 2 8 8 10 2 10 2 2 10 10 2 10 2 10 10 8 10
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is_linear=0
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Tree=50
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decision_type=10 8 10 10 2 2 10 10 10 8 10 2 8 2 10 10 10 10 10 8 10 10 8 10 10 2 10 8 10 10 10 8 10 10 8 8 10 10 2 8 8 10 10 10 8 2 2 8 10 10 8 2 10 8 10 10 2 8 2 10 10 2 8 10 10 10 10 2 8 10 10 8 10 2 8 8 2 10 8 2 2 10 10 2 10 8 2 10 8 10 2 10 2 8 10 10 2 2 2 10 8 8 2 8 8 2 8 2 8 2 8
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is_linear=0
shrinkage=0.0227381


Tree=51
num_leaves=112
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decision_type=10 8 8 10 2 10 2 2 10 8 8 8 8 2 10 10 10 8 10 10 2 8 8 8 2 8 2 8 2 8 10 10 10 8 10 10 8 8 2 10 8 2 8 10 10 8 2 10 8 2 10 2 2 10 8 10 8 10 2 10 10 2 8 10 2 10 8 2 10 10 2 8 8 2 2 10 10 2 2 10 10 10 2 2 10 10 10 10 2 2 10 2 2 8 10 10 10 2 8 8 10 10 10 8 10 8 8 8 10 10 10
left_child=1 9 8 5 36 6 14 12 13 27 26 24 15 -3 35 -8 18 -14 -10 20 29 54 57 25 40 106 31 28 -1 65 95 -6 38 80 55 51 -2 -13 84 71 -5 72 98 44 -39 -18 -45 70 73 -48 52 -4 53 -26 -22 66 -38 -9 59 64 -50 -62 93 -52 -44 -11 68 -68 -35 -65 -20 -40 -12 -23 -75 -47 -61 100 88 -36 -29 102 -27 -84 -33 -41 -72 99 -79 -34 91 -91 -90 -31 -95 -21 97 -97 -43 -25 -15 -37 103 -28 -16 -106 -7 -67 109 -64 -104
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leaf_count=987 1319 474 9691 461 5353 1302 2281 7066 708 1951 1267 590 12190 1824 181 1574 620 4604 122 128 350 842 3616 225 966 1525 3256 964 167 726 438 538 162 871 117 375 1424 551 622 116 3831 254 8798 543 344 721 190 1014 3349 2428 169 3557 988 773 108 190 30855 954 6372 1202 555 494 313 204 461 403 1318 1790 2218 457 982 1418 12829 1537 349 130 291 123 383 663 353 1766 655 1522 2231 1077 324 540 324 686 170 218 181 845 388 83 399 407 2470 11851 641 339 484 636 110 170 4504 224 144 346 961
internal_value=0 0.00327205 0.00115214 6.848e-05 -0.0072227 -0.00124691 0.000267397 0.00198484 0.00938546 0.00812378 -0.00511487 0.00602625 0.00426891 0.00233557 -0.00449315 0.0107218 0.0139332 0.00261572 0.00959696 0.00558583 0.00453766 0.00678896 -0.00229279 -0.00518062 0.00246816 -0.00193815 -0.00168858 0.0112898 0.0188613 0.000574763 0.0133921 0.000684047 0.00377336 0.0100576 0.0112473 -0.0053391 -0.0113951 0.0108045 0.00105105 0.00566355 -0.00158921 -0.00738573 -0.00535187 0.0124027 0.0024779 0.0214845 0.0146651 0.0127343 0.00567357 0.0167609 0.0071121 -0.00621678 0.00378006 -0.00111592 0.0229012 0.00975141 -0.0121347 0.000104795 -0.00671996 -0.00439364 0.00308982 0.00926744 0.0043026 0.0156984 -0.00614998 -0.00455717 0.0102599 0.0128957 0.00684164 0.0198203 0.0172868 0.0107817 -0.0102331 0.00950096 0.0123509 0.0273155 0.00528274 -0.000615277 0.00622089 0.0200593 0.00267866 -0.00604415 0.00305045 0.00682759 -0.0047607 -0.00366054 0.0191228 -0.0079829 0.0127633 0.0135123 0.0165167 0.0199909 0.0172081 0.00100669 0.00469949 0.0180799 0.0205186 0.0270539 0.00269123 -0.00860828 -0.0039543 0.00640207 -0.00362589 -0.00634776 0.0143969 0.0219054 -0.00556771 0.00465445 0.0111466 0.0143365 0.00293672
internal_weight=0 10118.7 7049.28 6237.04 4239.41 5114.6 3698.75 2721.83 812.242 3069.47 2829.27 1122.43 1774.39 323.604 976.925 352.255 488.638 1422.14 322.804 1716.93 1525.67 969.033 947.432 1415.85 650.834 663.117 1133.72 1352.54 172.087 556.637 191.259 738.614 435.787 1180.45 1012.68 940.955 1410.14 471.6 348.03 194.157 350.372 1695.56 1003.51 418.441 81.024 165.835 337.417 259.73 917.168 287.858 300.462 879.273 225.383 136.112 51.8652 881.21 1306.62 670.227 858.838 548.597 556.819 135.882 323.232 75.0789 466.972 233.405 857.662 470.792 386.869 61.858 158.986 124.482 692.049 360.349 249.115 101.447 81.6252 282.745 90.3478 131.471 167.769 395.102 279.85 169.168 153.873 69.6746 146.714 752.734 53.6076 87.7569 76.8716 65.1392 44.4104 224.826 148.664 133.201 116.232 65.905 144.669 719.782 192.397 61.6814 306.126 216.581 35.9702 22.5195 383.267 57.1494 98.4062 81.8056 89.545
internal_count=201151 113915 89898 81327 87236 68832 46708 32285 8571 24017 53638 12495 20649 3950 14423 3855 4621 16794 3150 14379 12924 7584 11636 22124 7849 9508 19694 9638 1154 5340 1455 12591 7238 8484 7167 13962 33598 4646 6002 3233 4292 33944 19848 4056 895 1471 3161 2442 7126 2618 3557 13248 2727 1739 458 6387 32279 8020 17124 10752 4398 1049 2762 830 9259 2578 6197 3108 3089 661 1428 2040 14096 2728 1886 851 1493 3476 1011 780 1317 7103 3702 2177 2769 1193 1306 12616 628 1236 1074 904 505 1959 1233 1017 889 490 2724 12076 2465 714 5337 3892 461 280 5806 627 803 659 1445
is_linear=0
shrinkage=0.0227381


Tree=52
num_leaves=112
num_cat=0
split_feature=130 130 130 162 123 123 161 95 154 186 132 192 41 130 195 10 126 188 70 188 191 90 188 183 228 195 28 123 134 190 134 142 175 18 196 131 22 161 124 227 190 58 187 125 197 127 195 222 228 195 161 229 38 126 40 26 175 7 40 187 72 29 67 19 124 121 196 196 44 179 215 208 191 199 215 40 130 118 202 216 12 39 194 205 183 208 19 19 7 202 7 92 95 179 91 14 125 133 12 162 7 17 56 125 190 14 7 205 152 123 217
split_gain=779.895 131.081 88.9809 68.1546 61.9633 48.7329 47.592 40.3603 35.0323 35.1723 34.1995 34.118 31.5127 27.052 24.982 24.9306 25.1919 24.8552 24.7686 27.7315 24.3431 24.3366 23.4395 27.3344 23.0242 22.9003 21.593 21.0644 20.8227 32.5181 19.7934 19.2727 18.9625 18.8274 18.5173 18.0423 17.7869 17.6473 17.109 16.4056 16.3757 16.325 16.2245 16.2116 17.4402 15.766 15.7486 15.5734 15.4855 15.4322 16.9417 15.4236 15.0019 15.8452 14.9961 14.9734 14.9467 14.7874 14.42 14.2849 14.2318 13.5197 13.4052 12.9248 12.9189 13.425 12.9162 12.7712 12.6405 12.5609 12.5277 12.5955 14.0668 12.5215 12.3758 12.2865 12.0949 12.0534 12.0249 11.8315 11.8235 11.7115 11.6963 12.6109 11.6955 11.6427 11.5448 11.5073 13.9396 13.1023 12.2844 11.4261 11.4174 12.2614 11.3012 11.238 11.1778 12.0773 11.5296 11.4708 11.1741 11.102 11.0029 10.9319 10.9282 10.7512 10.6947 10.6609 10.6042 10.4563 10.1999
threshold=0.49797570367487465 0.34541172612148968 0.66813563151145072 0.96243503901520289 0.87827107664737547 0.87320936753784273 0.62380581878475383 1.0000000180025095e-35 105268.50000000001 27760.252500000006 0.12712457286059922 1.1880896226415096 0.40227454521685124 0.093386989969753267 20.150471698113211 6.5000000000000009 0.15960143612923358 0.96680440771349874 0.033550000000000003 0.77560556933053604 21.500000000000004 1.0000000180025095e-35 0.70380715911442182 -1686.4999999999998 -0.0070491246879100791 22.069366479550926 2.5000000000000004 0.79113708396126192 0.12785292705284046 32.500000000000007 0.071860888992219041 -613.267857142857 5.5000000000000009 -3934.4999999999995 0.11844464403373227 0.042960645940807611 1.0000000180025095e-35 0.18439963502382636 47.535934291581121 0.012114648241549732 7.5000000000000009 0.98335000000000006 3.1192253020611234 7.555099247091035 0.87986071532446275 6067.5735453655097 15.908391608391609 0.0034508338430896406 -0.011148257646709679 20.28679653679654 0.32882358339717083 -0.015735420398414132 54.500000000000007 0.11147537673605999 0.63867165351494803 15.500000000000002 1.0000000180025095e-35 12804.750000000002 0.72088002184299349 15.656081989247314 0.97985000000000011 1.5000000000000002 0.0057500000000000008 4.5000000000000009 49.498973305954827 0.22199861073695668 0.6800083046232257 0.018605606730378827 0.98585000000000012 0.70980788100067493 -0.011704235803335903 -0.027777196839451786 43.500000000000007 37547.935011160727 0.029820278286933902 0.3033356990917454 0.47477965627074187 1.0000000180025095e-35 0.16119554638862613 0.0018493911484256389 1.0000000180025095e-35 0.59154923936677273 0.06416137379440133 -0.014815188478678463 -1580.4999999999998 -0.018270034343004223 13.500000000000002 1.5000000000000002 26219.250000000004 0.17129476368427279 35525.250000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.499992299412168 2.5000000000000004 0.031945000000000008 6.7665982203969888 0.33117325643413303 2.5000000000000004 0.9134686273695336 40628.250000000007 -5599.4999999999991 0.074050000000000019 4.9267624914442179 15.500000000000002 0.0081490000000000017 21890.250000000004 -0.0038236767286434765 33316.965000000004 0.92661105391412846 0.025368713773787025
decision_type=10 8 10 8 10 8 10 2 10 10 10 10 8 10 8 2 2 8 8 8 8 10 8 10 2 10 2 10 10 8 10 10 10 2 8 8 2 8 2 2 8 10 8 2 8 2 10 2 2 10 10 2 2 2 10 2 10 10 10 10 10 2 8 8 2 10 10 8 8 10 2 2 8 8 2 8 10 10 2 2 2 8 10 2 10 2 8 10 8 2 10 10 2 8 10 2 2 8 2 10 10 2 8 2 10 2 10 2 8 10 2
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Tree=55
num_leaves=112
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split_gain=645.95 127.522 83.5634 64.0628 54.8693 51.0881 41.4444 41.3894 37.9125 35.2838 34.232 32.8104 29.6241 29.0852 28.9376 27.7904 27.4598 27.3272 32.0666 25.4548 25.2182 23.8684 23.3318 22.7468 21.6617 24.5308 21.1169 20.9958 20.4325 19.7449 19.6189 19.4486 19.4055 18.6885 18.3614 17.918 17.8845 17.7324 17.6137 17.1244 16.6806 16.3927 15.7519 15.6783 15.6115 15.5795 15.1433 14.674 14.5608 14.542 19.342 14.4066 14.3289 15.5337 14.3014 14.193 16.2753 15.5101 14.1463 13.8805 15.5234 13.8604 14.2238 14.654 14.0353 13.7689 13.7455 13.6683 13.6648 13.4619 13.1141 13.0261 13.0211 12.7736 12.7582 12.6464 12.5933 16.4373 12.4889 12.4744 12.4274 13.8987 12.3101 12.259 12.1507 12.1298 14.1585 11.9459 11.8777 11.5339 11.5225 11.4555 13.2653 11.5405 11.3662 11.231 11.21 11.1322 11.0969 11.2015 10.9933 10.9535 13.67 10.9284 10.9204 10.8974 13.2724 11.8178 10.8873 10.7554 10.5564
threshold=0.51706941101414716 0.37156178104244381 1.5000000000000002 0.068278943278943294 0.33932577208913467 5.5000000000000009 0.34171764924473197 -1091.4999999999998 0.82562599815016269 0.75941550595416685 0.056907870646720211 1.0000000180025095e-35 0.24245463517334639 0.62504138014732213 21017.250000000004 0.04715773449663737 0.99998833216138538 16458.750000000004 0.046336566916486722 0.50558277949122454 0.67593318501878541 53.912388774811781 -9792.4999999999982 0.12774909877188934 16.500000000000004 199116.00000000003 7.5000000000000009 354372.75000000006 0.13962038303693572 23852.250000000004 0.97395000000000009 33.500000000000007 0.15009611349047297 -4299.4999999999991 0.046888908577974071 0.62465214857801199 1.0000000180025095e-35 0.15666911773834688 0.07188595191755999 0.10480030721966208 38655.327053571433 0.36349379663807047 1.0000000180025095e-35 0.0048438170924782762 0.064813175117414343 238.30180434377769 -0.012163291219621895 0.2361650823630371 7.8123289954306196 0.046336566916486722 0.080150042434323207 0.222727064691258 163282.87500000003 10.500000000000002 33.619438740588642 0.87827107664737547 5.5000000000000009 11.513157894736844 0.030894393101334575 27866.250000000004 84953.095961538478 13.500000000000002 -915.49999999999989 95344.960257352956 0.98035000000000017 171558.31875000003 0.54333994253778883 512718.75000000006 -297.49999999999994 -0.020337584428489205 -0.017482552677392956 0.99579456136570565 7.0022522522522532 0.012807260733097793 5.5000000000000009 239.50000000000003 1.0000000180025095e-35 832511.25000000012 0.10814814730185096 0.79113643034721959 -967.61249999999984 22718.002500000006 0.015916500000000004 -0.032159084454178803 0.24935233160621764 1.0000000180025095e-35 -0.00092368636978790153 -0.010772398207336662 -0.03087256662547588 -0.0011312681017443536 0.98715328989420625 0.055427547363031245 2.9171568627450983 0.022568440996110443 0.16762025104553066 0.0052112955600023278 0.0066938172094523915 0.49045755680522818 225002.25000000003 0.21215353482979957 1.0429712742868573 1514.6432471857918 40456.575000000004 -0.01775211468338966 0.31113136749567344 112502.25000000001 2.1742581090407183 1122.5000000000002 0.13726154999772025 0.031601570587271262 -0.018162805587053295
decision_type=8 10 2 10 10 2 8 10 10 10 10 10 8 10 10 10 8 10 10 8 10 2 2 10 8 2 10 2 8 8 10 8 10 2 10 8 2 2 2 10 8 10 2 2 2 10 2 2 2 8 10 8 10 8 2 8 10 10 2 10 10 8 10 10 10 10 10 10 10 2 2 8 8 2 2 8 2 10 2 8 10 8 2 2 10 10 2 2 2 2 10 10 8 2 8 2 2 2 8 10 10 8 10 2 8 10 10 8 2 10 2
left_child=1 5 35 9 8 6 32 36 14 59 37 16 48 20 98 19 24 38 76 30 29 23 27 -9 34 -26 40 -20 -13 101 43 -15 55 -34 -10 72 65 58 54 -24 88 -25 94 69 80 -30 -45 97 82 67 -51 -44 53 -40 87 57 89 73 104 -4 83 -38 63 -63 -64 105 -36 -31 78 -6 -28 -17 108 -1 -27 -48 77 -19 110 -23 81 -16 -12 -61 -80 86 -46 -14 -8 -57 -56 92 -32 -94 -42 -71 -88 -43 99 -3 -35 -11 -103 -84 -7 106 -5 -107 -2 -73 -18
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leaf_count=962 2504 150 3131 390 263 815 101 916 2058 12230 879 2948 228 334 1051 699 457 1863 1977 3827 12417 130 1080 198 1878 5879 151 4443 386 8186 125 1694 1543 1511 3082 14321 1887 802 594 411 196 1304 1051 465 400 810 132 350 157 6548 2106 1375 560 1805 707 726 246 425 177 130 801 2011 603 175 181 442 1120 2433 6907 2340 740 198 9938 132 6659 1667 1267 476 869 1188 660 180 239 217 126 1875 612 852 402 666 252 1532 2409 296 4314 1203 286 393 3396 595 164 722 3569 1029 1090 4992 2516 3201 1982 1569 1189
internal_value=0 0.00376916 -0.00636553 -0.0046197 0.00108967 0.0064083 0.00334695 -0.000181659 -0.000580523 -0.00662907 0.00826073 -0.00199888 0.00712611 -0.00746851 0.0037328 0.00474647 -0.00299964 0.00800956 0.00958836 0.00323172 -0.00807697 0.0072011 0.0116413 0.01102 -0.00127926 -0.00312868 -3.13136e-05 0.0132118 0.00498467 -0.00674198 0.00510195 0.00300201 0.0068977 0.00298591 0.00278653 -0.0113765 -0.00264692 0.0138551 0.00380515 0.00454306 -0.00129021 0.0154659 -0.00223614 0.00784002 0.00741941 0.0133187 0.0127505 0.0177718 4.0033e-05 -0.00445356 -0.00136048 0.0020057 0.000454233 -0.00190665 0.00828916 0.00991753 0.00555754 0.0136754 0.0164003 0.00181485 0.00999337 0.00207798 0.00584138 0.00161961 0.0155709 -0.00484755 0.00582441 -0.00704451 -0.00692748 0.00461705 0.00926751 0.0114049 -0.00874232 0.0169765 -0.00174625 0.0157248 0.00433057 0.00701149 -0.00171731 -0.00348225 0.0126429 0.0168361 -0.00157117 0.0222212 -0.00878566 0.00389356 0.00908185 0.00274432 0.00957439 0.00252451 0.013649 0.00100281 -0.00214967 -0.00364987 -0.00472901 0.0030703 0.00296746 0.0207352 -0.0013536 0.00678416 0.00753141 -0.00940826 -0.00491954 0.00257077 0.0177443 -0.00564527 -0.0006859 -0.0076331 -0.00418062 0.0142439 0.00274308
internal_weight=0 9323.36 4981.65 3706.73 4632.33 4691.03 1777.56 1158.15 3184.9 2548.58 2913.47 2400.24 2438.46 2319.03 784.662 1447.43 2103.68 2167.15 1567.52 1189.58 2193.53 285.784 1119.83 210.329 1470.85 1012.35 915.271 910.89 296.557 1723.56 901.171 125.503 862.288 383.115 458.506 1274.92 872.363 475.009 599.634 208.937 812.658 151.473 753.853 535.577 452.644 92.9422 202.155 137.451 271.308 939.858 434.394 279.662 348.598 278.825 251.037 479.173 231.682 247.49 354.814 229.551 65.5747 277.35 175.718 129.539 46.1782 595.012 313.993 505.464 632.83 333.422 102.613 257.849 703.071 182.127 887.945 161.621 447.689 294.974 189.632 75.455 173.448 113.683 253.836 22.5633 70.142 279.196 120.16 129.78 58.8046 193.469 121.257 365.594 225.915 214.937 474.191 309.878 81.2328 116.332 332.018 61.423 205.066 783.698 226.745 149.826 324.93 567.484 165.687 401.797 236.505 193.755 119.49
internal_count=200846 96706 104140 75395 60298 36408 14705 20877 43573 54518 21703 34368 18819 50239 9205 16725 30224 16515 11517 14259 48211 4479 7911 3161 20676 14416 8330 6420 4144 35794 10432 2028 6375 3218 6260 28745 16398 2884 4998 1491 7439 2245 6936 6070 5064 1196 2264 2047 2304 19273 8654 2426 2959 2399 2039 3157 1638 1519 2082 4279 1148 4857 2970 2186 784 11541 4202 10619 9548 3806 891 2466 14424 1094 12538 1799 3606 2339 2641 1318 1891 1231 2147 347 995 3173 1298 1080 503 1392 959 4362 2830 2705 4510 3543 898 1697 4141 745 1675 16521 4291 1268 1905 11099 2906 8193 4486 1767 1646
is_linear=0
shrinkage=0.0227381


Tree=56
num_leaves=112
num_cat=0
split_feature=130 135 123 123 90 185 195 191 132 145 7 162 162 8 162 185 185 165 188 130 132 151 197 22 180 162 7 8 180 7 40 228 151 182 180 192 162 190 190 195 199 195 157 195 133 231 7 130 199 184 203 197 182 180 7 194 132 185 7 18 14 191 152 207 130 183 200 233 66 8 152 133 206 182 131 198 28 178 93 191 87 161 207 222 206 16 194 14 145 178 51 7 183 224 126 231 195 44 191 190 224 184 31 161 171 220 191 132 214 40 229
split_gain=607.445 106.377 85.875 79.3844 50.2605 45.6112 43.8244 41.2917 36.5606 36.1936 36.1768 35.9397 35.8563 34.0115 31.2238 28.9609 28.7646 27.3933 26.6626 25.715 23.6496 23.6257 27.3365 23.4619 22.9701 22.3031 21.2004 24.2011 20.9804 20.8381 26.9264 20.3947 19.8957 19.7174 19.6924 19.2963 19.2093 18.098 17.9759 17.9728 17.8346 19.5018 17.517 16.9155 16.8525 17.0562 16.8216 16.7716 16.4133 17.0902 16.2631 16.1276 16.7729 15.9481 15.5133 15.4721 16.2052 15.4977 15.4073 15.2085 15.1671 15.0023 14.8472 14.7785 14.7784 14.4584 15.1582 14.4284 14.4154 14.3973 14.4964 14.3183 13.9994 15.5681 13.8583 13.574 13.5333 13.4869 13.3956 13.269 19.9335 13.1491 16.1713 13.1297 19.3122 12.8548 14.6563 12.8282 12.5951 12.3046 16.0054 12.911 12.2552 12.1542 11.908 14.6062 11.7935 11.3959 11.262 12.1517 11.2014 11.1677 11.1625 11.1519 11.087 14.7663 11.0779 13.3791 13.3777 11.9353 11.0361
threshold=0.49797570367487465 0.049903484788662564 0.87827107664737547 0.86325841822473859 1.0000000180025095e-35 131.48871270621271 27.588760504201684 13.500000000000002 0.16501681824189215 108.89654874652665 23951.250000000004 1.0023493824780727 1.0226661551819669 451660.50000000006 0.91170496990640182 125.77568750000002 212.29912955465585 0.77097902097902116 0.69915101805885327 0.66813563151145072 0.048958015458333719 -189.49999999999997 1.0576943706570956 1.0000000180025095e-35 6790.000500000001 0.95879598071835359 21134.250000000004 451660.50000000006 22113.345000000005 20252.250000000004 0.70543651601113233 0.0028460103785619144 -570.49999999999989 -368.92857142857139 9328.5225000000009 0.21461949265687585 0.99999261982998611 32.500000000000007 47.500000000000007 11.369395711500976 33914.925368303579 11.005154639175259 1117008.0000000002 22.728219696969699 0.19337539656658811 0.0062011657282710084 24594.750000000004 0.53582091091058692 107081.95781250003 32650.687500000004 -0.045992160215973847 1.0224771113145663 -1072.5419580419577 15071.454000000002 29117.250000000004 0.13383084577114432 0.023888699337243646 2462.7158315217393 16458.750000000004 -904.49999999999989 0.041006000000000008 19.500000000000004 405763.36363636371 -0.036948092281818383 0.3060026044091993 -718.49999999999989 89.500000000000014 0.0057860182132571944 0.19785000000000003 690750.00000000012 213898.6575 0.098041488665950735 -0.041715927422046654 -1234.9285714285713 0.042960645940807611 0.095008821473540714 1.5000000000000002 0.32305502846299816 -331.49999999999994 26.500000000000004 4.5000000000000009 0.16184971594303507 -0.012872807681560515 0.0010203134152106943 -0.022563715465366837 -1799.4999999999998 0.045628036086051364 0.010388000000000003 738.55402806863879 0.17752100840336138 0.013550000000000001 25148.250000000004 -2497.4999999999995 -0.0030185536015778776 0.15226263962079256 0.013921952340751888 25.828264208909374 0.97345000000000004 18.500000000000004 12.500000000000002 0.0035763562191277747 175016.25000000003 14.500000000000002 0.80842376071394761 27.500000000000004 -0.01596682425588369 15.500000000000002 0.13821216784082888 -0.034686760976910584 0.63436619288220453 -0.010309859178960322
decision_type=8 8 10 8 10 10 10 8 10 10 10 10 10 10 8 8 8 10 8 10 10 8 10 2 8 10 10 8 8 10 8 2 10 10 8 10 8 10 10 10 8 8 8 8 8 2 10 10 10 8 2 8 10 8 10 8 8 10 10 2 2 8 10 2 10 10 8 2 8 8 10 10 2 10 10 10 2 8 10 8 2 10 2 2 2 2 10 2 10 10 10 10 10 2 2 2 8 8 10 10 2 8 2 10 10 2 10 8 2 10 2
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Tree=59
num_leaves=112
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split_gain=559.979 123.945 73.7129 74.3358 62.3622 75.7098 49.4579 47.7891 46.0089 44.4763 41.6853 35.6025 33.8853 33.0529 31.5956 31.2757 50.9629 31.2334 29.4731 27.8577 27.6582 25.6476 24.6548 26.3552 23.4542 29.009 22.7289 21.9039 20.9689 20.3164 26.658 21.5635 20.1448 20.069 19.7361 21.7446 19.6522 17.9265 17.8432 17.2199 16.8032 19.8365 16.7086 16.4332 16.2116 15.8005 15.7915 15.7847 16.2936 14.7698 14.6649 14.6396 14.6202 14.2443 14.0353 13.8345 13.7585 13.7316 13.6713 13.525 13.4958 13.382 13.3506 13.0319 14.0874 17.1002 12.9844 12.9026 13.0787 12.8299 12.8257 12.8098 12.8033 12.7306 12.602 12.9727 12.4122 12.3088 12.0157 11.9657 12.1241 11.9032 12.1138 11.8543 11.736 11.7183 12.9672 11.6458 11.5049 11.5012 11.3838 11.2639 11.2073 11.1704 11.0507 10.7384 10.6956 10.5303 10.4838 10.44 10.4876 10.4097 10.3938 10.3841 12.7721 10.3625 10.3413 11.6969 10.3314 10.3093 10.2182
threshold=0.51706941101414716 0.36313139987829846 1.0000000180025095e-35 12.500000000000002 0.093174339440897022 0.078984752592741736 0.33385555487175916 0.3811818486541329 1.0197049936676386 5.5000000000000009 6.695414099931555 0.92882679043319272 30.500000000000004 0.11957553534100289 1.0062351889149699 0.046591233726282176 0.049999656087035625 2.5000000000000004 -12096.499999999998 0.3985672467546269 9.5000000000000018 9773.7237260096572 13736.250000000002 -17530.499999999996 1.0281566592174658 32.500000000000007 0.079579890459222535 0.10694897126361765 0.038610614192009549 43.500000000000007 -0.0065041885245591393 0.040350000000000004 1104.1094507786431 1.5000000000000002 0.15467692593799481 6.5000000000000009 56657.850000000006 1.5000000000000002 0.75500000000000012 23.391652173913048 0.007784987426552945 0.026127084833358565 0.15831244778613202 0.23606811145510839 -13788.499999999998 0.027015853673219684 0.10567437194555991 26.693092621664054 0.14009345794392528 0.53033088235294124 0.53950103950103967 0.98685000000000012 0.66247925951814413 43501.875000000007 384485.64750000008 0.99999261982998611 15.591372912801488 0.45725359911406427 0.55777777777777793 0.20746226235741938 0.60357142857142865 0.083950000000000011 0.085823215580264928 -646.49999999999989 1.0680156055977978 0.049650000000000007 24.507886239443618 0.98335000000000006 454655.25000000006 0.059216007590293891 122.50000000000001 0.11136950904392766 -0.0035085123963654037 5489.2838519167435 236295.00000000003 1.0226661551819669 0.19790000000000005 0.030894393101334575 0.35092592592592597 0.18571641834095856 16215.750000000002 0.9202492038815222 0.083100000000000021 -133.49999999999997 1.0000000180025095e-35 0.6765500000000001 0.6873442514704543 -4215.4999999999991 0.19199567389373093 0.21336586588750089 24250.500000000004 36456.750000000007 1.0000000180025095e-35 6.5000000000000009 -0.013355458155274389 0.15694376924323453 -1171.4999999999998 -0.008413716219365595 182733.75000000003 18006.147434673894 -4052.4999999999995 8.143371017471738 1.0526261520769331 1.5000000000000002 -1122.4999999999998 0.27320211427948543 166.50000000000003 0.0051613738760352143 2.5000000000000004 0.12010928961748635 0.059592557856357899
decision_type=8 10 2 8 8 8 10 10 10 2 2 8 8 2 10 8 10 2 2 10 8 2 8 2 10 8 10 8 10 10 2 10 10 2 10 2 8 2 8 10 2 10 10 8 2 2 10 10 10 10 10 8 10 10 8 10 8 10 8 8 8 8 10 8 8 10 10 10 2 2 10 10 2 2 10 8 10 2 10 10 10 8 8 8 2 10 8 2 8 8 10 10 2 2 2 10 10 2 10 2 2 8 10 10 10 10 8 2 2 10 2
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leaf_count=3845 16805 698 2879 1168 3029 1908 120 705 1375 183 21884 1080 297 229 300 561 1825 1585 89 4986 685 145 3246 8035 469 1534 431 406 694 506 5253 326 1643 1424 3265 3590 5298 1780 659 2642 4332 3972 166 2448 1274 755 1557 1549 586 180 5497 320 354 1460 376 411 301 208 7630 1791 142 1277 109 719 302 90 706 1341 3557 121 321 1094 280 1420 1395 133 186 253 1873 1534 2577 124 193 11721 900 675 457 531 1248 7988 407 362 254 2676 815 389 318 358 185 921 1541 1130 666 217 612 544 583 216 1196 294 884
internal_value=0 0.00354429 -0.00595683 -0.00195434 0.00102364 0.00181677 0.00096099 0.00176465 0.00625344 0.00528955 -0.0079187 -0.00611427 0.0118306 0.00719597 0.00215777 -0.000783847 0.00133226 0.00925439 0.0154945 -5.08178e-05 0.00450985 -0.00253726 -0.00101139 0.000917476 -0.00845025 0.00147711 0.0121041 0.00368376 0.000906727 0.0108117 0.0119131 0.0139402 -0.00833835 0.00592058 0.00236867 0.00467123 0.000906759 0.00846017 0.0150178 -0.00353317 0.00735538 0.00868526 -0.00108579 -0.00286331 0.00229713 -0.00935134 -0.00728478 -0.0114155 -0.0124157 -0.000336726 -0.00683973 0.0115229 0.01095 0.00594331 0.00434477 0.000334154 0.0028537 -0.00652146 -0.0059102 0.0106948 -0.0101368 0.000796392 0.0210366 0.00853334 0.010152 0.0178835 -0.0038961 -0.00103825 0.000138322 0.0170747 -0.00330822 0.00864918 0.00937906 0.00934339 -0.00302184 -0.00829651 0.0110957 0.00532113 -0.0116805 0.00144441 0.00327237 0.00757438 0.0119984 -0.00472916 -0.00568816 -0.000140273 0.00442692 0.0148098 0.00150492 -0.0124425 0.0164759 0.00585911 0.0239146 -0.00653604 -0.000380539 -0.000835762 -0.00196433 0.00838221 0.0153088 -0.000959086 0.00203053 0.00295458 0.00835343 0.0110382 0.0141694 -0.00294824 -0.00782584 0.00335608 0.00477053 -0.00647732 0.0155302
internal_weight=0 9383.48 4861.79 1604.85 4866.98 4448.99 4115.99 1018.02 4516.5 3865.23 3256.94 2216.39 651.27 2395.71 1469.52 2763.83 1564.27 1501.6 431.079 902.903 1352.17 882.691 1182.75 881.99 1333.7 110.526 332.998 894.11 1296.37 1223.07 1070.61 811.493 586.824 1136.43 661.141 490.171 494.023 381.511 115.118 1199.56 924.48 775.546 418.636 215.741 278.527 1223.17 417.99 752.097 687.24 1099.49 388.668 64.7692 75.3874 116.831 220.191 148.935 152.462 241.762 471.072 313.981 494.023 116.898 74.8041 199.598 186.159 67.698 301.805 1032.61 855.851 191.668 76.2061 284.533 66.8787 245.745 225.707 108.898 219.578 259.118 1040.55 648.365 478.704 196.88 115.713 1004.25 871.012 118.784 84.1356 99.4113 133.236 356.693 34.8157 80.4148 67.5273 300.765 211.946 213.758 67.5294 87.771 39.584 205.639 155.323 150.286 143.985 173.151 127.973 116.536 231.096 32.4513 141.33 176.758 60.4191
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is_linear=0
shrinkage=0.0227381


Tree=60
num_leaves=112
num_cat=0
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split_gain=541.113 115.532 74.5917 62.7703 57.3458 58.1549 48.9468 41.9806 38.1463 34.0039 32.7075 29.1657 29.1314 28.2334 27.6243 27.2766 25.5988 29.9682 29.0481 26.2582 24.2827 31.5085 25.5181 23.1483 22.843 22.5405 21.6334 20.7697 20.1651 19.5488 19.4784 19.1161 19.1054 18.806 18.0617 18.0226 17.97 17.9558 17.6922 17.4258 16.8309 16.7934 21.0172 18.3423 16.494 16.4659 16.4518 16.3243 16.2461 15.9765 15.8838 15.694 15.362 15.2923 15.7231 15.2418 14.9601 14.8753 18.0213 14.8086 14.7249 14.3244 13.9441 13.7702 13.757 14.5525 13.586 15.1329 13.5404 13.4926 13.3536 13.3089 13.232 13.1821 12.9882 12.8936 12.8703 12.7172 12.6452 12.7012 12.5689 12.4668 12.9471 12.4643 12.3964 12.342 11.9784 12.6554 11.7226 11.5815 11.5323 15.2655 11.3717 11.3403 11.2757 15.1888 11.2034 11.0222 11.4143 10.947 12.9563 10.9374 11.3828 10.9013 12.8731 10.7125 11.9746 10.6393 10.5799 10.5786 10.9545
threshold=0.51706941101414716 0.37156178104244381 1.5000000000000002 0.90510198983915535 0.093174339440897022 0.046591233726282176 0.90448973729360926 0.86325858229095509 1.0000000180025095e-35 0.12701612903225809 1.0000000180025095e-35 42436.500000000007 -1455.4999999999998 -700.49999999999989 129782.25000000001 0.049069502244333714 0.56904761904761914 24.005494505494507 1.0000000180025095e-35 0.36812987827773896 26.939082819986314 0.046591233726282176 0.02564332487216275 20.036038961038965 0.86325841822473859 360.71359257518799 0.71633012000230678 7173.174165150821 137250.00000000003 0.39631140574536811 0.51819695978497393 -767.49999999999989 0.16748264849970171 1.0259596503083306 405123.75000000006 1.0811876221608705 0.37751883004676001 0.99998612041234913 12903.018750000001 1.0000000180025095e-35 0.88780000000000003 1.0000000180025095e-35 1.0000000180025095e-35 32.534855769230781 7.5360412371134027 0.60363955142976 0.15845000000000004 0.65432531642990976 -1449.4999999999998 43305.375000000007 55.932922655715267 -10283.499999999998 0.10453587847481495 -43.499999999999993 1377067.5000000002 0.79113708396126192 0.99999797818331604 0.72215581585597666 0.23406998189173464 0.87320936753784273 -413.49999999999994 72.500000000000014 -1134.4999999999998 0.43030774107075148 0.18128055656858139 3.591578626248733 0.10796967267668517 900002.25000000012 -1056.9545454545453 0.075573686894441619 -6120.4999999999991 0.28287177743255637 -1667.4999999999998 230.50000000000003 343312.3928571429 0.026754231192171577 1.0000000180025095e-35 11.973153153153154 1.0198178444273964 5063.7432283533462 0.050850000000000006 0.35089478565808113 9700.9200000000019 2.5000000000000004 0.10719816741351075 307.90087877436616 0.42552781416524393 0.91686518295863473 1746193.5000000002 0.90448973729360926 -0.0081390258856117708 0.0024063441669568424 78070.83046875002 9068.1277500000015 0.0065584508702158937 21687.718311434048 0.016950000000000003 65476.125000000007 24.500000000000004 0.51984151783493726 0.68425080612125178 0.013534106314182283 11.389359698681735 -107.49999999999999 0.0022433890262618665 262.03571428571433 1.0587785513126697 0.018242300488054756 0.011231718584895136 -1265.4999999999998 -0.00084860002971254278
decision_type=8 10 2 8 8 8 8 8 2 10 2 8 10 10 8 10 10 10 2 8 2 10 8 10 10 8 10 2 10 10 8 2 10 8 2 10 8 8 8 2 8 2 2 10 8 8 10 10 2 8 2 2 10 10 10 10 10 10 8 10 8 10 10 8 10 2 10 10 10 8 2 10 2 10 8 2 2 10 10 2 10 10 10 2 10 8 10 8 10 8 2 2 10 8 2 2 8 10 10 8 10 2 8 8 2 10 10 2 2 10 2
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Tree=63
num_leaves=112
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split_gain=482.733 110.385 93.99 67.3917 65.8852 54.5341 85.8403 48.8715 40.8753 36.3012 33.9853 32.7852 33.9052 31.4029 28.0769 26.2379 26.0889 29.6077 25.149 24.2416 23.9351 25.1732 21.8849 21.3159 20.9062 20.4698 19.7568 21.4155 19.6645 19.455 19.3709 20.747 19.6659 19.3549 19.1693 19.1279 20.0547 18.4903 23.1933 18.168 18.004 17.284 20.6355 16.6292 17.8889 16.5105 15.35 15.2566 20.9401 15.1159 14.9958 14.7428 14.7125 14.1761 14.1535 13.9983 13.7317 13.5667 14.9401 13.483 15.5181 13.3389 14.1211 13.1428 16.3207 15.8372 13.0804 13.0288 12.651 12.6346 12.3919 11.9793 11.9493 11.8562 14.9649 11.8093 13.5585 13.4979 11.9605 11.7439 11.5603 11.4419 11.4413 11.3718 11.3536 11.3279 11.2752 11.0529 11.0296 10.8933 10.8191 10.5827 10.5754 13.443 10.5395 10.4208 10.395 10.2841 10.2514 10.2414 10.2032 10.1802 10.1022 10.0478 9.82282 9.8063 9.69096 9.64205 9.58025 14.9663 9.43646
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decision_type=10 10 10 2 8 8 10 8 10 8 10 2 2 10 8 10 10 2 10 8 10 10 10 8 2 8 8 10 10 10 2 8 10 10 8 10 10 10 10 10 8 2 8 10 2 2 2 10 8 10 2 10 8 8 10 8 10 10 2 2 2 8 2 10 8 10 8 8 10 10 2 8 10 10 2 2 2 2 8 8 2 8 2 10 2 10 10 10 8 8 10 8 2 2 2 2 8 2 2 8 10 8 8 10 8 10 8 8 8 8 2
left_child=1 2 10 8 49 6 7 23 11 35 16 81 22 20 29 43 17 24 51 70 34 -22 55 -4 102 54 40 -28 50 -15 31 32 -3 63 -9 36 -6 38 -21 56 -26 -7 -43 -11 87 80 104 48 -37 106 -25 -12 -24 -39 91 57 67 -13 -59 -46 -61 -47 100 65 -65 89 -33 -34 110 -66 -19 -58 -68 99 -75 77 78 -27 -77 -30 83 -2 90 95 -72 -69 -49 -45 -83 -8 -38 -10 -57 -94 -67 -20 -64 -14 -17 -44 -63 -82 -1 -73 -35 -51 -5 -108 109 -54 -50
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leaf_count=831 390 344 1103 227 3365 3953 894 15866 1573 2359 184 2641 361 6113 3126 5512 1057 682 119 1190 601 2500 2799 1975 335 1737 3843 372 775 7007 486 271 87 95 18838 344 600 212 650 442 643 1582 123 478 566 467 879 677 147 1197 1472 949 1909 1095 461 2699 290 833 1393 563 1597 570 101 231 380 455 1147 536 154 178 464 1375 96 304 368 329 500 134 1014 1602 103 1001 101 444 1012 89 354 1276 14192 793 148 7345 284 446 133 157 346 14949 212 703 121 397 1183 1141 433 743 2772 7826 14859 1074 1016
internal_value=0 0.00321636 0.00244972 -0.00561776 -0.00178964 0.000908948 0.0015619 0.000721264 -0.00750673 0.00168602 0.00611013 -0.00874382 -0.00721667 -0.000167523 0.00271028 -0.00179944 0.00452837 0.00370907 0.0105624 0.00700294 -0.00143889 0.00451968 -0.00506717 0.00626206 0.00104504 -0.00218393 0.00285851 0.000899527 0.00784391 0.00424494 0.0111275 0.0121072 0.00958316 0.011049 -0.00210934 0.0068837 0.00271085 0.0102207 0.013825 0.00801207 0.00979292 -0.00617243 -0.00160185 0.00209166 0.00541674 0.0131659 0.00339786 0.0127624 0.0175822 -0.00786193 0.0110216 0.00284209 -0.00704543 0.00434129 -0.00499407 -0.000731138 0.00943424 0.00275034 0.0082391 0.0100243 0.0131123 0.0168509 0.0199641 0.0140543 0.00508241 0.0166539 0.0183994 0.0156372 0.021917 0.0111209 0.00195218 0.00668555 0.0209844 0.00485747 0.0114696 0.00378359 0.00860083 -0.0022639 0.0131238 0.00249165 0.00784531 -0.0131821 0.0134754 0.0120255 0.0049631 0.0181335 0.00265108 -0.00231862 -0.0136757 0.0122093 0.0169056 -0.00612028 -0.00553978 0.00424763 0.0266936 0.00261578 0.0104748 -0.0114757 -0.00733707 -0.00210017 0.0248106 0.00115456 -0.00497715 0.00809684 0.0121837 -0.000137376 -0.00958776 -0.0101401 -0.00825851 -0.00249793 0.0246901
internal_weight=0 9439.89 8616.19 4825.77 1600 6071.33 5564.91 5120.45 3225.77 1021.52 2544.86 2612.96 1960.85 4419.82 1351.31 614.839 1890.55 1743.06 654.307 773.133 3068.51 305.354 1315.66 700.635 969.927 612.811 748.921 591.528 603.073 1107.63 823.7 762.279 559.526 444.461 2763.15 406.678 245.196 466.882 282.24 512.157 157.393 506.418 237.273 364.246 245.295 484.764 130.513 161.482 105.052 578.486 372.693 169.543 899.777 184.642 417.576 415.887 460.531 243.367 112.81 152.133 123.566 275.393 198.747 313.948 76.2406 237.708 202.753 129.03 86.5097 55.4966 306.251 331.501 167.191 120.143 58.7423 195.236 106.651 88.5846 78.1849 230.379 209.371 652.114 57.603 124.641 211.249 113.688 56.4301 93.1615 635.091 177.974 51.0446 391.5 172.519 38.6351 59.7337 47.7635 76.381 645.181 250.593 61.4003 122.366 84.7299 221.006 299.471 50.8513 107.339 471.147 459.217 764.009 132.455 76.9987
internal_count=201470 96313 90009 105157 32234 72482 65449 60978 72923 19469 17527 59830 44247 54051 16246 12563 13569 12512 3958 5305 37805 3101 28937 6927 7207 13093 5193 4215 5824 13120 6304 5818 4304 4471 34704 6906 4214 3147 1840 3960 978 7033 3080 6839 4480 2825 1407 2692 1661 12765 3447 1133 20641 1307 9379 8296 3518 4867 2226 2726 2160 1605 1138 3064 789 2275 1514 712 1317 558 2158 2806 1243 1498 672 3714 1843 1871 1343 2377 1220 15583 849 720 1476 625 1031 1754 15193 1687 748 8918 3429 730 588 276 447 15310 5724 826 691 500 2014 2516 528 1940 10825 10598 17842 2983 1163
is_linear=0
shrinkage=0.0227381


Tree=64
num_leaves=112
num_cat=0
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split_gain=444.611 103.877 61.8493 48.2415 43.8283 37.4136 36.9885 36.2108 34.1858 32.4302 30.3825 29.1248 27.2308 25.192 25.1531 28.6006 22.8708 22.006 21.525 21.7848 20.9855 20.2461 19.9827 19.9741 19.8927 21.9007 20.4806 19.5023 19.4764 19.0049 18.5347 18.053 17.8219 19.1988 17.7458 17.6477 17.576 17.4746 18.4545 17.5211 16.7482 16.0484 15.7573 14.9472 14.8963 15.8628 17.3511 14.8539 14.6252 14.6076 14.2625 14.2466 14.226 14.207 16.8208 16.7672 19.9678 14.2065 13.9305 13.8867 14.3137 13.7637 13.6509 13.371 13.1876 12.8441 13.9639 12.7168 17.7058 12.4982 12.4627 16.9841 16.0128 12.2573 12.1639 12.0255 17.3885 12.6651 12.8489 12.3629 11.8433 11.8095 11.6 11.5527 11.5114 11.4242 13.2444 12.3446 11.6862 11.4094 11.3179 11.2695 11.1808 11.0805 11.0411 11.563 11.4635 11.0327 12.0656 11.8672 11.0152 10.9561 10.9123 10.9027 10.7423 11.3313 10.7089 10.4989 10.4893 10.41 10.3147
threshold=0.51706941101414716 0.37156178104244381 0.87827107664737547 0.48331479421579543 1.0008604452809433 11.500000000000002 0.36266924564796915 0.12010928961748635 0.91853903447740659 9.5000000000000018 0.91170496990640182 58.58931170886077 -1333.4999999999998 94.08094547211202 12.500000000000002 9822.6225000000031 98824.039772727279 0.032840811044003458 0.15756996959050437 0.045550000000000007 252.63173355656969 0.91320820023361149 0.86325925927237768 31503.150000000005 0.6584988727409492 -297.49999999999994 614.43656250000015 0.0072649347130209216 111280.87500000001 0.63109184268594387 0.40967365967365971 0.10728508987516834 1.5000000000000002 8058.113892045455 66038.625000000015 0.91986132381339558 0.66120383759287549 0.73508771929824568 28410.750000000004 8645.9737500000028 -0.038636365905404084 0.031945000000000008 0.069350000000000009 24383.250000000004 -31.499999999999996 -0.039339605718851083 0.62504138014732213 9.154004106776183 3984.1436250000002 119105.23387195123 4237.9325870740968 0.024150000000000001 0.37825236717528976 9.5000000000000018 0.022944505326449875 26583.750000000004 451660.50000000006 0.40214403779574864 0.55158280142164928 -270.92857142857139 0.010350000000000002 6.5000000000000009 0.27387502141767001 -3825.4999999999995 0.57288033336122901 10.240930869267627 -9510.4999999999982 0.72010478081054952 382506.27750000003 0.0035396948223933582 0.67692794197140327 0.0056934771127998838 0.015658719465136531 14.780287474332651 14.500000000000002 26642.250000000004 8895.8587500000012 1.0000000180025095e-35 0.25505053310629894 -0.02723306696861982 0.79589764175494804 0.023180332034826282 19.500000000000004 -0.011100453790277241 0.75941518648091744 -0.036098591983318322 3984.1436250000002 0.2679013552114386 102327.00000000001 0.518142498579519 0.028146400116384033 14968.140000000001 0.0070327629646632847 0.011536166071891786 -258.49999999999994 44.500000000000007 0.98835000000000017 1594.5000000000002 -0.01274049701169133 1.9667752767586404 0.83472351207626683 -0.0047796478029340497 -0.073418267071247087 0.031945000000000008 -0.042699506506323807 13.500000000000002 0.017579029314219955 8.5000000000000018 0.47096119863489289 434162.00250000006 0.015136574860662224
decision_type=10 8 10 8 10 8 10 10 10 8 8 10 10 10 8 10 10 8 10 10 10 8 8 8 10 10 10 2 10 10 10 10 10 8 10 10 8 8 10 10 2 2 10 10 10 2 10 2 8 10 2 10 10 8 2 10 8 10 10 10 10 10 10 2 10 2 2 8 10 2 10 2 2 2 8 10 10 10 8 2 10 2 10 2 10 2 8 10 10 10 2 8 10 2 10 8 10 8 2 2 8 2 2 2 2 2 2 8 8 10 2
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Tree=66
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threshold=0.22078160886875434 1.0000000180025095e-35 0.92882679043319272 0.16079285171761395 0.77288845905867187 0.054146613925695426 31.500000000000004 27.500000000000004 140574.62250000003 0.92022727272727278 0.34496990492100627 -17464.499999999996 0.046620299934796793 0.046591233726282176 1.0000000180025095e-35 1476.2700000000002 0.092300081724854238 31455.450000000004 11.769861286254731 0.096157389635296339 0.056890267174762955 0.17663308417289572 16.500000000000004 2.5000000000000004 21017.250000000004 19.950409836065578 -29.499999999999996 0.055800000000000009 0.010841850043532849 24.500000000000004 299250.00000000006 29.500000000000004 145289.25000000003 6.5000000000000009 9.5521778584392028 -1360.3799999999999 -4386.4999999999991 0.053050000000000007 11.500000000000002 26.693092621664054 0.1154104865122859 25.00340136054422 3.5000000000000004 -0.037610370665788644 0.085792524607732873 0.029466029954417192 54.563997262149222 13751.865000000002 783132.75000000012 1.5000000000000002 25.00340136054422 0.2303373156383838 0.036908752619110606 17.500000000000004 -2362.4999999999995 1.0654817607657359 112783.12500000001 98824.039772727279 387337.50000000006 5.5000000000000009 1.5000000000000002 14773.51285714286 -1225.4999999999998 0.037937536393345038 -2843.4999999999995 -669.43181818181813 0.40214403779574864 725.50000000000011 0.90946348733233984 0.012950000000000001 271776.96428571438 1.5000000000000002 327912.52500000008 21.90454545454546 0.064450000000000021 2.5000000000000004 0.042201875601252874 -490.49999999999994 38.500000000000007 1.0146556566917042 6076.3612500000008 0.97665214206494821 7882.0804676161015 0.23606811145510839 19.500000000000004 0.0037530560512095694 2.5000000000000004 80.500000000000014 -2797.4999999999995 9983.2500000000018 693576.00000000012 -9926.4999999999982 0.19141757398256945 -0.017036017961800095 0.99789686942700107 0.43019480519480524 0.10725000000000003 -8139.4999999999991 994360.32000000018 48.500000000000007 0.49244832641223629 1.5000000000000002 -0.029161021113395687 -21.937499999999996 -2949.4999999999995 -2766.4999999999995 0.061950000000000005 -0.00081961805699393142 -0.0086108213290572149 0.97633053221288524 0.11835000000000002
decision_type=10 2 10 10 8 2 8 8 10 10 8 2 10 10 2 8 10 8 10 10 10 10 10 2 10 8 8 10 10 10 8 10 10 2 10 8 2 10 8 10 10 8 2 2 2 10 2 10 10 2 8 10 2 8 8 10 8 8 10 10 2 8 10 10 2 8 8 10 8 10 10 10 10 10 8 2 8 10 10 10 8 10 2 8 10 2 10 8 2 10 8 2 10 2 10 8 8 2 10 8 8 2 2 10 2 8 10 2 2 10 8
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Tree=67
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decision_type=10 8 2 2 10 8 8 10 10 8 8 2 2 8 8 10 2 8 8 10 2 10 10 8 8 2 10 8 2 2 10 10 2 2 2 10 2 8 2 2 10 8 2 10 8 10 10 8 10 10 8 10 10 2 2 8 2 2 8 2 2 8 2 10 8 2 2 10 2 10 10 10 10 10 10 2 8 2 8 10 10 10 10 2 2 2 8 10 2 8 8 2 8 10 8 2 10 10 8 8 2 10 8 8 2 2 10 10 10 2 10
left_child=1 14 16 5 11 6 15 23 35 12 -5 20 -10 22 54 31 -3 99 86 25 21 40 57 34 42 51 -7 49 30 -30 69 33 -33 -4 65 44 37 39 64 82 -2 45 -23 101 -8 -27 47 59 52 -18 55 -9 -49 -44 102 -45 -11 108 -15 107 61 -31 -59 -22 -39 66 67 91 -69 81 -40 -48 -73 -28 75 -75 -55 -53 -25 -37 -47 -29 -20 -65 -32 -86 110 -17 -79 -90 -38 -6 105 -68 95 -88 -96 -51 -99 100 -16 -24 -1 -26 -41 -21 -71 -12 -13 -110 -19
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leaf_count=321 8988 3530 11842 4262 2867 2018 343 1458 10088 1018 86 1339 8900 2819 83 2062 261 85 477 489 6174 514 1221 479 1664 5640 1539 495 2467 2030 843 531 699 1132 8016 2679 183 742 2480 240 822 2996 1233 1128 3349 205 935 1558 1259 175 274 702 717 531 142 424 2859 265 1232 290 430 1264 111 161 1360 6855 213 1178 1219 3731 320 1570 115 261 315 350 1082 552 24057 136 616 3584 120 1486 497 1418 144 574 511 452 1085 2919 6745 403 585 578 84 344 554 723 86 366 469 1622 485 718 359 2027 737 542 306
internal_value=0 0.00275166 0.00168797 0.00289961 -0.00535218 0.00398067 0.00469478 -0.00736387 0.00649912 0.00504558 -0.0024273 -0.00191731 0.00325328 0.00260333 0.00730784 0.000989599 -0.00225529 0.00639975 0.00548735 -0.00362784 -0.00421864 -0.00217895 0.0060848 -0.00933781 0.00216694 -0.00121693 -0.00469342 -0.00108908 -0.00186958 0.00171206 -0.00396467 -0.000357894 0.00789549 -0.00124451 -0.00715821 0.0109136 0.00386413 0.005081 0.00320265 0.0108028 -0.0053034 -0.00367942 0.00727108 0.0104919 0.00748579 -0.000801939 0.000369635 0.00245602 0.00553739 0.00656533 0.0157547 0.00438112 0.00897135 0.0100733 0.0157977 0.0187683 0.0125773 -1.28908e-05 -0.00366908 -0.00260814 0.00510014 0.00667912 0.0137561 -0.00867695 -0.001276 -0.00502673 -0.00230887 -0.00367828 0.00306294 -0.00600107 0.00592411 -0.00479911 -0.000612128 -0.000535243 0.0056305 0.0109961 0.015492 0.00868985 -0.011955 0.0147328 0.0104915 -0.00270617 0.0173093 -0.000737038 0.00136023 0.00419264 0.0107141 0.00679691 0.0129126 0.0177702 -0.00237123 -0.00665488 -0.00787672 0.0119853 0.012795 0.00762369 0.0172229 0.0100497 0.0126497 0.0139228 0.00178701 0.00319602 0.0185304 -0.00334333 0.00481825 0.000621834 -0.0091503 -0.00503633 -0.00285324 0.00283515 0.00244091
internal_weight=0 9495.01 7707.41 5897.56 4673.03 4904.42 4535.01 2940.84 3045.45 2304.95 993.144 1732.19 1871.83 583.959 1787.6 1489.55 1809.85 1628.49 1465.61 1025.09 1148.23 796.592 375.691 1915.75 334.273 661.053 369.407 1500.69 1367.73 505.362 862.367 1215.57 111.321 1104.25 1062.78 740.506 1129.72 946.585 722.737 223.848 462.318 461.149 172.106 214.481 403.659 320.71 701.494 502.979 312.208 132.964 118.809 199.904 207.556 147.295 159.105 102.1 433.123 161.21 208.268 190.771 317.559 284.409 21.917 351.642 274.902 715.876 402.188 372.854 114.129 623.017 447.835 198.515 131.405 222.473 88.2468 61.0063 86.9114 128.088 852.969 336.847 43.1521 312.28 99.4501 82.0031 239.351 178.122 335.888 273.985 88.801 60.1895 183.139 258.725 364.036 29.3338 264.628 132.862 131.766 108.661 93.5771 162.879 30.6662 95.6721 134.04 162.168 124.398 59.5074 310.736 165.717 139.293 71.0253 71.2604
internal_count=200619 96594 85496 63514 104025 50695 46212 69290 29372 22865 12819 34735 18988 10458 11098 16840 21982 10166 9274 21084 24277 16456 6407 48206 6646 13132 4483 18452 17118 6191 10927 14204 1230 12974 23670 6507 7492 6224 4902 1322 9810 9457 3360 3413 3692 6461 8557 5937 3534 1334 1826 3675 2275 2846 932 1552 3877 2994 4051 2403 3724 3294 376 7821 2102 15654 8799 8183 2397 8169 2800 2620 1685 2465 926 611 1613 2217 24536 2815 821 4079 597 1647 2758 1915 1782 2636 1515 963 1268 5786 7952 616 1391 722 669 1073 898 892 169 1587 790 3286 725 1207 4090 2113 2618 1279 391
is_linear=0
shrinkage=0.0227381


Tree=68
num_leaves=112
num_cat=0
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split_gain=408.488 82.119 67.6318 54.3799 55.1005 47.4676 44.9014 43.9548 36.5219 35.6982 34.2411 32.5409 33.2209 29.5294 29.2235 29.1637 24.6176 24.0254 23.6929 24.369 22.7958 22.5535 22.3184 26.7549 20.7262 20.4745 19.047 18.4947 17.8325 17.6327 17.2975 20.5092 17.1581 17.0524 22.4914 16.4411 17.0918 16.0364 15.986 15.6776 15.4579 20.9572 16.6195 14.8011 25.3776 14.794 14.6602 16.2379 18.9484 14.5649 14.5377 14.2363 14.0861 13.8473 13.839 13.8249 18.1509 13.8171 16.4428 16.9399 13.7374 13.4698 13.368 13.3243 14.6656 13.767 13.2837 12.7371 12.7287 12.4922 12.1134 11.8495 11.8403 11.7239 11.6364 11.6086 11.5659 11.4888 11.4352 11.315 11.3068 17.2754 11.2267 11.2001 11.0543 12.0798 11.0311 10.9949 10.9533 10.8605 10.8393 10.676 10.5214 10.455 10.4252 10.2647 12.6349 10.1321 9.91101 9.87923 9.80668 12.0497 9.7601 9.66977 9.54513 11.1855 10.8505 10.528 9.7738 9.53041 9.52597
threshold=0.51706941101414716 0.37156178104244381 1.5000000000000002 0.093174339440897022 0.046591233726282176 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 0.64008368200836829 0.037499888889238685 5.5000000000000009 0.092300081724854238 0.078984752592741736 0.084292150249403008 50.500000000000007 0.85019685039370085 1.0399642340415574 0.11957553534100289 -1195.4999999999998 -0.0047341729514300815 181008.00000000003 15.687123493975905 6.7665982203969888 -0.059789473190903657 0.01733898185193539 -9792.4999999999982 0.058275101615692965 0.023620310646369828 21741.750000000004 0.97395000000000009 1.0228886201646816 22.500000000000004 361635.75000000006 0.044280677494417109 -886.97058823529403 0.10769192057129043 900002.25000000012 -743.49999999999989 1.0793905702740021 1440801.0000000002 5489.2838519167435 0.044220044250394726 152403.00750000004 28.924501424501429 34751.250000000007 0.99072121842625294 0.22715397203321991 0.78138130252100846 -1670.4999999999998 0.022284295468653015 0.92882679043319272 0.014550000000000002 0.90510198983915535 -1170.2249999999997 0.20495608120954908 0.16901766259867881 1.0158617933594811 0.036059790575248017 0.0071437656879425058 0.025747912935912613 104537.41633928573 14.587221095334687 32.534855769230781 23.027777777777782 11174.782500000003 -411.49999999999994 12.500000000000002 -0.0017020688974298535 0.055350000000000003 3.8836413415468862 0.94660560109896852 0.19313535173843061 0.012975653633475305 7.5000000000000009 0.077350000000000016 0.027498205169353602 0.069599888957443026 29.803225806451618 0.0076934244617171453 -1504.4999999999998 0.5188227241615333 0.10361799062360864 124949.25000000001 2.5000000000000004 11.500000000000002 0.04083333333333334 0.062361111111111117 0.78138130252100846 0.98335000000000006 13146.569250000002 -0.0044785393401980391 0.061784259974956519 0.08896499238964993 1327574.2500000002 70.500000000000014 3.5000000000000004 -0.010986876673996447 50406.795000000006 25.296372347707052 19.500000000000004 -0.01006978005170822 -109.49999999999999 5.4632862644415932 -0.040214324370026582 -395.94999999999993 7740.8100000000004 12422.772000000003 4.5000000000000009 10.715037593984965 -361.49999999999994 -0.014527405146509407
decision_type=10 8 2 8 8 2 8 2 8 8 2 8 8 10 10 10 10 2 10 2 2 10 2 2 2 2 10 8 8 10 10 10 8 10 8 10 10 10 10 10 2 10 10 10 10 10 10 8 8 10 8 10 8 8 8 2 8 10 2 2 8 10 10 8 8 10 10 2 8 2 8 2 2 2 8 10 10 10 10 8 2 10 8 8 8 8 10 8 10 8 2 2 10 2 10 2 2 8 2 10 2 8 10 2 10 10 8 2 8 2 2
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Tree=71
num_leaves=112
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split_gain=377.426 93.1298 64.2465 56.3004 42.1714 35.8218 33.9565 36.5632 33.8957 33.2379 31.6657 31.733 30.3328 27.8226 25.3118 24.8613 23.8477 23.4208 29.8353 22.7132 22.678 22.4064 21.974 21.3817 21.0874 20.7948 20.4495 20.4246 18.6831 18.1321 18.0301 17.9473 17.8539 17.6139 17.4766 18.138 17.2906 17.2599 17.2095 17.1586 16.6617 17.67 16.182 16.8928 15.9449 15.792 15.6432 15.6009 15.3568 15.2343 21.6605 15.3549 15.0355 14.9377 14.7162 14.313 14.0643 13.767 16.5013 13.633 13.6267 13.5847 13.3342 13.2474 12.9531 15.34 14.9063 12.9308 12.8627 15.4146 12.8165 12.6967 12.5453 12.5124 12.7621 12.4789 13.4375 11.9897 11.7581 11.7184 12.2987 11.5817 11.4651 12.6085 11.4532 12.6995 11.3224 11.1972 11.8402 11.1891 11.1205 10.701 10.6394 16.6116 10.6392 10.6238 10.5042 10.4563 10.3704 10.3141 10.2047 10.34 9.96608 10.2196 9.85307 9.71039 9.70123 10.5686 9.67654 9.65444 9.61046
threshold=0.51706941101414716 0.080134195891925858 0.32195538882149194 0.87827107664737547 0.14260294865277076 0.79113708396126192 22.223180076628356 157502.25000000003 0.69748147720456433 1.0000000180025095e-35 21.904304029304033 37620.945000000007 -1195.4999999999998 17070.750000000004 1.5000000000000002 0.56014184397163136 0.26201372997711675 1.0000000180025095e-35 10.500000000000002 5135.927507927735 1.0000000180025095e-35 1.0000000180025095e-35 0.35995121466809105 24131.250000000004 675490.50000000012 -17148.499999999996 84953.095961538478 675490.50000000012 1.0000000180025095e-35 0.0046329519245773563 0.31277173913043482 9.5000000000000018 0.20936281916950625 0.080683019493064001 0.29033853615412664 -0.036948092281818383 61853.126178082202 0.093073593073593086 9.5000000000000018 0.88687448728465967 0.013412512293751898 27.500000000000004 2.6666304531707499 451660.50000000006 16715.250000000004 0.0087958392687141913 1.0000000180025095e-35 1.0549767002329113 11.500000000000002 9389.9362500000007 7468.8945323359512 0.31561479101604023 28.10266940451746 1175013.8000000003 3.8397435897435903 -2180.4999999999995 -1421.4999999999998 -2247.4999999999995 12501.780000000002 0.085650000000000018 0.99999851971384668 0.15075757575757578 126765.76443750002 0.86325799918944057 1.0000000180025095e-35 -9792.4999999999982 -0.025448840111494061 40.577380952380956 53.500000000000007 0.12785292705284046 13.013513513513514 0.008903711102902891 -3547.4999999999995 61.500000000000007 0.76953601953601969 0.020912027917802337 -1244.7749999999999 1.0944065166333459 9.5000000000000018 15678.883125000002 753.75000000000011 0.049858471889527016 0.93807675899945264 21274.917750000004 26.500000000000004 45002.137500000004 -95.499999999999986 0.073400000000000007 -0.0732159949839115 -0.0017961271223612128 0.038389135570931758 14.500000000000002 5209.5269714302331 48106.125000000007 3960.0675000000006 9160.6275000000005 748824.75000000012 0.12703814675403988 0.42441321572052421 238515.75000000003 0.27777915766069922 -0.030654298141598698 -777.96153846153834 443355.99340909097 0.011139029636979105 -2036.0999999999997 0.012150000000000003 -0.035924866795539849 -297.49999999999994 16.125657894736843 516.50000000000011
decision_type=10 8 8 10 10 8 10 10 10 2 10 10 8 10 2 10 10 2 10 2 2 2 10 10 8 2 10 8 2 2 10 8 2 8 10 2 10 10 2 10 10 10 2 8 10 2 2 10 10 8 2 10 2 10 10 10 10 10 8 10 8 10 10 8 2 2 2 8 2 10 10 2 2 8 8 2 10 10 10 8 10 10 10 10 8 10 10 10 2 2 2 10 2 8 10 10 8 8 10 10 10 2 8 8 2 8 10 2 8 10 8
left_child=1 15 6 9 5 28 7 30 10 16 21 82 19 47 -11 70 32 18 31 -6 25 77 -19 36 42 106 46 73 54 -30 40 89 49 52 35 -26 -16 -33 -27 56 41 45 78 -44 -22 -3 -23 105 68 50 -2 63 -8 60 -4 -29 91 -48 -59 75 -24 79 -51 -52 65 -14 -66 104 69 -21 -1 -57 -20 74 -25 76 -54 92 -15 80 -28 -67 83 -12 85 -42 100 88 -50 -7 -18 108 -5 94 -94 -34 -13 -43 -85 -74 101 -40 -31 -104 -63 -9 107 -17 -35 -102 -88
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leaf_weight=256.89008555002511 73.75740977562964 125.89700349792838 283.06572120636702 267.63293127156794 86.871553719043732 177.81418180465698 18.00360269844532 29.132508113980293 398.21022701263428 103.53192442841828 69.349969245493412 16.176938224583864 290.24389272928238 534.16739550605416 195.61446735449135 33.970796927809715 18.407924583181739 60.905134994536638 19.680945180356503 236.32594513893127 95.924402341246605 89.56739392131567 539.34400840476155 54.046512503176928 135.5814165212214 126.87175925076008 177.06809416785836 89.895273700356483 155.10396344214678 27.225983627140522 56.845324046909809 968.62088957056403 181.90902292728424 23.187110155820847 50.846911907196045 423.65332837030292 37.480097565799952 578.87061656266451 37.330304436385632 141.30050829797983 48.968037772923708 8.5597980655729753 401.70265767723322 485.39007573202252 333.71463671326637 33.810714460909367 42.067790105938911 36.938576828688383 15.347133610397576 499.70351734384894 111.51744517683983 58.232813641428947 14.489189874380825 27.684152744710445 84.989646948873997 40.514439795166254 75.149605520069599 46.707772757858038 39.478204134851694 16.982995305210352 59.137982610613108 22.873142395168546 57.743574414402246 34.039515301585197 69.897201925516129 37.459084887057543 87.75974440202117 79.52745421603322 43.703224837779999 85.247941832989454 54.706501189619303 18.752301648259163 12.720716793090103 37.153949856758118 90.054531365633011 23.148391369730234 78.755539190024137 14.901678532361982 7.8446939140558234 132.77340762317181 24.866838652640581 28.049844279885292 227.82546799629927 31.259468385949731 57.619352355599403 74.750731162726879 17.02591997012496 21.78110559284687 141.25765118002892 228.46499768272042 192.51339036226273 28.044821482151747 103.30440217070282 798.45776792243123 26.32895740494132 64.76866303384304 13.623761367052795 69.376690674573183 6.2818856444209805 64.185794085264206 51.653238717466593 113.58838047087193 36.511818148195744 33.734221592545509 8.0836965739727003 606.71281066909432 45.433752734214067 92.040097396820784 155.56782709434628 16.111687444150448 63.462688915431499
leaf_count=1560 1694 1391 2428 6859 902 1820 170 398 11894 2016 1494 330 2189 6253 3728 279 347 538 184 1902 645 1706 5183 738 1703 786 4161 1838 1171 243 518 10780 4447 273 598 6060 525 5470 227 1924 568 72 4090 6011 2028 377 791 381 175 11428 2156 1370 168 321 747 838 780 789 692 190 669 467 990 731 509 251 714 1739 436 897 365 376 126 631 1550 231 796 290 84 3265 546 231 5065 671 686 954 107 212 1177 2232 3728 296 2473 19414 526 1379 221 838 154 549 394 702 260 274 168 8201 415 746 1841 122 363
internal_value=0 0.00280275 0.00189678 -0.00511437 0.00372685 0.00243108 -0.00029653 -0.00121649 -0.00728006 -0.0021817 -0.00614886 -1.44472e-05 0.00748408 -0.00223839 0.00192427 0.00834781 -0.00429931 0.00130204 7.85266e-05 0.00405708 0.00654374 -0.00733679 0.00490712 0.00383854 -0.000905048 0.00359661 -0.00390274 0.00748643 0.0073251 0.0120086 0.00454413 -0.000554179 -0.00565659 0.00474972 -0.00441245 -0.00559115 -0.00141478 -0.00167228 0.00625169 0.00226823 0.00274786 0.00661113 0.000609687 0.00249217 0.0104913 0.0107658 0.001762 -0.00621728 0.00578406 -0.00399456 0.000358339 0.00418646 0.0111929 0.00618816 0.00391029 0.0011218 0.00545541 0.00667387 0.0115217 0.0137488 0.00697011 -0.00665524 -0.00613435 0.00800584 0.0115567 0.0139638 0.00568375 0.000259725 0.00298749 0.00458929 0.0139592 0.00910422 0.011876 0.0124361 0.015316 0.0163789 0.019807 -0.0091767 -0.0024621 -0.00888716 -0.00508875 0.00346995 -0.00220671 0.00373954 -0.00238503 0.00159693 0.00310331 0.0111098 0.0131506 0.00365096 0.00261017 0.00217223 -0.00944401 -0.00814313 -0.000550024 -0.0109584 0.0195889 -0.0021263 0.0129817 0.0156809 0.000307388 0.00356869 0.00384767 0.00812903 0.0110434 -0.00706698 -0.00298477 0.000441872 -0.000116789 -0.00653976 0.00993676
internal_weight=0 9603.16 8264.43 4596 4502.01 3358.06 3762.43 3187.8 2636.37 1959.64 2238.16 364.517 1143.94 2711.97 667.043 1338.72 1292.59 2737.43 2050.36 630.535 1027.13 1873.64 687.071 563.512 2039.19 597.489 663.014 330.417 620.631 252.576 475.828 1953.77 1081.67 574.63 610.082 559.235 233.095 1547.49 426.044 423.25 418.982 237.644 1429.1 887.093 429.639 159.708 217.821 672.784 543.663 834.994 277.547 203.79 151.38 626.166 368.055 149.162 281.949 128.254 86.186 133.376 598.482 445.193 557.447 145.557 513.41 355.753 157.657 110.484 365.277 321.574 311.597 59.2667 96.5875 181.255 144.101 116.393 93.2447 1210.63 542.012 334.708 201.935 65.5089 334.717 106.891 181.338 123.719 299.172 178.386 156.605 406.279 210.921 206.8 1195.72 928.091 129.633 246.678 29.8007 77.9365 37.5414 76.9065 218.684 150.919 97.472 70.246 30.9568 635.845 171.445 126.011 178.755 67.7649 80.4886
internal_count=201406 97181 88442 104225 42590 32995 45852 39183 63715 40510 51821 7935 9595 33779 12240 8739 28270 27872 21161 5701 6814 43886 6711 10224 24799 4141 14324 5971 5123 1948 5404 20302 24195 6669 8361 7763 4253 16250 2701 5114 4886 2678 16438 10101 2673 1768 3978 8980 4799 18369 5951 4257 1555 6173 3175 3052 3190 2272 1481 1385 5852 10346 12418 2887 3894 2671 1223 2374 3235 2799 1925 1214 859 2919 2288 1195 964 29562 6337 7972 4707 482 7384 2319 2208 1522 1915 1564 1352 4052 4075 2410 29272 22413 2999 5826 551 910 825 675 1445 929 777 534 635 8599 1440 1025 2114 516 470
is_linear=0
shrinkage=0.0227381


Tree=72
num_leaves=112
num_cat=0
split_feature=130 10 123 162 126 39 188 189 1 122 162 130 123 136 153 19 1 15 130 175 2 231 40 178 199 169 123 134 122 137 195 19 125 195 178 192 149 7 180 177 123 7 41 195 180 188 15 195 153 131 15 18 195 223 191 227 195 197 149 210 131 191 7 9 19 89 142 123 126 161 191 71 190 18 39 15 190 162 196 145 124 4 41 196 15 142 231 189 190 171 7 144 169 174 40 133 131 180 122 233 192 211 39 151 26 221 26 227 41 133 214
split_gain=343.618 74.664 73.2063 48.613 47.571 45.9045 40.7352 40.1919 37.2543 37.7805 30.6818 28.166 28.1379 26.9077 25.9438 24.1163 25.6691 27.7272 23.1975 22.9224 22.9143 19.708 19.3345 19.225 18.8303 18.2841 18.0098 17.8527 17.7506 17.6998 17.3141 16.8942 16.7735 16.2646 16.0943 15.4366 15.1788 15.0185 20.0034 15.8895 14.6694 17.1204 14.7159 14.6238 16.5793 15.8596 14.5757 16.3053 14.4663 14.3618 14.2269 20.5942 13.8097 13.6174 13.573 13.4895 14.1266 13.449 13.3847 13.3474 13.2888 13.2693 13.2493 13.1229 13.0933 12.9822 21.4007 17.4467 12.9427 12.8296 12.75 12.6067 12.5442 12.4667 12.8389 30.468 18.6109 12.3935 12.2643 13.2418 11.7356 11.6605 11.5989 11.5108 12.687 11.3981 14.613 11.3298 11.9781 11.3224 11.2547 11.4312 11.2162 11.1987 10.9777 11.0473 10.977 10.9454 10.9143 11.6227 10.8487 10.8448 10.7265 10.6872 10.6074 10.6064 10.5601 13.7582 10.556 11.083 11.3077
threshold=0.48814599484747406 5.5000000000000009 0.87320936753784273 1.0226661551819669 0.10708829333740989 0.11698532497182522 0.68134561516914471 0.099773755656108618 1.0000000180025095e-35 0.046619830868468097 0.94775117472602888 0.66434097285356064 0.88338025219824412 2.949958650368131 110846.25000000001 8.5000000000000018 1.0000000180025095e-35 -19802.499999999996 0.53582091091058692 4.5000000000000009 1.0000000180025095e-35 0.012651947792619469 0.71901943401610735 0.20256410256410259 77716.703203125027 0.045318838061540405 0.75941550595416685 0.40666780462619045 0.092300081724854238 1.0000000180025095e-35 20.424449979244503 9.5000000000000018 8.4257357973990441 17.722649572649576 0.53410852713178303 0.23553323768531806 -203.93749999999997 16580.250000000004 11037.164464285715 0.74456521739130443 0.7163316205458331 16026.750000000002 0.57179952324457861 24.507886239443618 14676.356250000003 0.79178709055876695 -20036.499999999996 13.8671568627451 262395.00000000006 0.17566342542293523 -12096.499999999998 -4102.4999999999991 23.391652173913048 -0.015350815840065478 34.500000000000007 0.013025468681007625 24.507886239443618 1.0831667177314155 -416.39230769230761 -0.0046635172329843036 0.18254128990806417 12.500000000000002 19788.750000000004 5.5000000000000009 2.5000000000000004 2.5000000000000004 -655.46428571428567 0.85594610975708685 0.12335648076097062 0.23406998189173464 4.5000000000000009 0.022750000000000003 12.500000000000002 -4215.4999999999991 0.281108391891081 -14747.499999999998 13.500000000000002 0.89172122529025422 0.11521863902343653 290.91424853199715 25.575633127994525 1.0000000180025095e-35 0.54333994253778883 0.22817181268538522 -10551.499999999998 -1014.8874999999999 0.0044842881616204986 0.32885724585436199 31.500000000000004 109.50000000000001 29252.250000000004 -97.499999999999986 0.0022365244404718089 3.5000000000000004 0.12669091379094327 0.065125757274294413 0.23283602243011717 13146.569250000002 0.078034410629050657 0.0056749519426375636 0.42902930402930406 0.013183165341615679 0.41282140078678897 2420.5000000000005 4.5000000000000009 0.0090970583260059374 5.5000000000000009 0.0029441425576806073 0.056667959622386258 0.10293597161110006 -0.012548652943223713
decision_type=10 2 10 10 2 10 8 10 2 10 10 10 8 10 10 8 2 2 10 10 2 2 10 10 8 10 8 10 8 2 10 8 2 10 10 10 10 10 8 10 10 10 10 10 10 8 2 10 8 10 2 2 8 2 8 2 10 10 8 2 10 8 10 2 10 8 8 10 2 8 8 8 10 2 10 2 10 10 8 8 2 2 8 8 2 8 2 10 8 10 10 8 8 10 8 8 10 10 10 2 10 2 8 10 2 2 2 2 8 8 2
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Tree=75
num_leaves=112
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decision_type=10 8 2 10 10 10 8 8 10 10 10 10 10 8 8 10 2 2 10 10 2 2 10 8 2 10 2 10 8 10 10 2 10 2 10 10 2 2 10 8 10 2 10 2 2 10 10 2 8 10 2 8 10 10 8 2 2 8 8 2 10 2 10 2 10 8 10 8 8 10 10 10 10 2 8 8 8 10 8 10 10 10 10 8 10 8 10 10 10 2 2 2 8 2 10 10 10 8 2 2 8 8 8 2 10 2 10 10 2 2 2
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leaf_count=1765 597 960 2189 22594 1183 292 135 156 1438 921 422 13084 823 4352 1055 277 3321 483 1458 1579 2912 10456 683 4743 174 3880 701 304 2820 538 1351 2425 1704 1259 1267 1625 380 5226 856 1038 335 384 127 1215 648 496 760 601 470 132 874 348 445 3766 1341 134 1279 5746 916 3019 319 538 793 338 1611 4938 493 591 1654 301 417 868 5540 1439 3868 459 1070 459 628 107 4923 1900 248 844 644 5422 108 302 435 890 9235 99 13416 497 146 587 460 1323 436 239 68 2470 382 442 103 889 431 348 108 170 595
internal_value=0 0.00293829 -0.00397113 -0.00253144 -0.00340418 0.0046728 0.000649129 0.00141952 0.00443842 0.00204806 0.00694037 -0.0052961 0.00281033 0.000299007 0.0117332 0.00184695 -0.000785835 -0.00403732 0.0052843 0.000751584 0.000458488 0.00155484 0.00018707 -0.000743145 -0.00843523 -0.00587521 -0.00790423 -0.00468198 0.00501412 0.00574869 0.00192031 -0.00551474 0.000322388 0.00835415 0.00641403 0.00422554 0.00484924 0.00602802 0.00888707 0.00969408 0.0117464 0.00384928 0.0155759 0.00540893 0.00527739 0.0106117 0.00186097 0.00230194 0.0140185 0.00787337 0.013577 0.0187503 -0.0108536 -0.00388059 0.0133035 0.00638874 0.0016761 -0.00884489 0.00601194 0.00782545 0.0134011 -0.00095943 0.00494753 0.0103004 -0.00637813 -0.00100719 0.00354575 0.00882028 0.0102234 0.0238547 0.00764208 0.0116705 -0.00201662 0.00756978 0.00575656 0.00512253 0.00815081 0.00516054 0.00700418 0.0146968 -0.00534668 -0.00218359 -0.00322395 0.00832254 0.0119148 -0.00970213 0.0125978 0.003802 -0.000908348 0.00176126 -0.00639174 0.00127583 -0.0116637 0.0107556 -0.00145339 -0.006484 0.00221232 -0.000742394 -0.0133503 0.00307004 0.0159757 -0.00842177 0.00275086 0.00645129 0.0137704 -0.00271568 -0.0120371 -0.0125812 -0.00463375 0.00827451 0.00254242
internal_weight=0 8729.44 5404.53 4096.77 3689.3 4961.28 3768.16 3402.06 4914.26 3204.22 1926.17 2413.67 2988.09 2086.15 539.653 2520.27 1777.06 1980.03 1118.07 2040.82 1455.03 1255.32 1275.63 1159.52 1307.75 742.909 578.003 1853.77 1386.52 1276.36 540.149 1640.1 214.938 577.925 479.455 401.86 1171.83 967.253 116.114 480.082 378.032 735.382 64.1267 376.203 407.476 152.015 255.461 589.582 124.147 467.814 139.687 84.0032 433.633 569.937 336.234 309.083 213.674 551.382 270.024 236.638 201.723 208.517 91.7755 62.5469 366.101 1305.43 232.982 353.14 315.645 59.9202 289.489 155.54 1072.45 252.761 540.308 126.263 83.3838 328.126 272.445 104.532 480.8 268.142 240.591 101.786 80.0097 518.208 46.9444 89.137 319.559 232.672 1425.16 164.906 564.842 158.181 195.074 288.022 50.2983 204.579 230.185 50.8506 45.1525 197.835 91.6 71.4256 26.4511 130.29 557.912 537.21 138.289 45.4448 133.948
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is_linear=0
shrinkage=0.0227381


Tree=76
num_leaves=112
num_cat=0
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split_gain=222.924 88.382 62.2298 62.1788 48.0678 42.1701 35.9823 49.0331 33.9442 33.53 43.5875 29.1662 26.4906 30.4495 25.0877 24.3202 25.2485 23.1391 22.1359 23.5532 21.7857 20.5699 19.6743 18.799 18.7859 18.2796 17.2444 18.7343 20.471 20.8203 16.9047 16.862 16.5365 16.3274 16.2881 15.8688 15.3804 14.7124 14.6859 14.6558 14.6442 14.6099 14.6778 14.5653 14.4725 14.2319 14.0763 13.894 13.8801 13.8073 13.591 13.4967 13.4159 18.8582 13.3442 14.0674 13.1791 12.4217 14.254 13.1741 13.5917 12.301 12.193 12.4754 12.0969 12.0924 14.3342 12.0641 12.1256 12.0436 11.9522 11.8955 11.3629 11.3586 11.3571 11.975 11.3259 11.447 11.2368 11.1686 18.8748 11.0404 10.9987 10.7357 10.6413 11.8683 11.3084 10.5385 10.4038 11.5646 10.2819 11.9298 10.259 10.2212 10.1448 10.6792 10.1882 10.0966 10.0719 10.2572 9.88732 9.86829 9.8036 9.7553 11.2501 9.73353 9.641 9.28603 9.56734 11.8524 9.09057
threshold=0.22078160886875434 0.23205128205128209 0.14099392029107846 -0.028462429530918595 58492.125000000007 0.93774224806201556 0.092300081724854238 0.078984752592741736 11.500000000000002 0.046336566916486722 2.2499805557373098 8.5000000000000018 5277.5854396141785 0.044280677494417109 0.89381258594183433 1.0000000180025095e-35 0.27151470686005136 719493.75000000012 0.020058231428265575 0.29984918989856107 -0.043139914050698273 152403.00750000004 37335.661875000013 3.5000000000000004 0.0026204810710623865 0.80625000000000013 0.73508771929824568 1.5000000000000002 309.50000000000006 815870.25000000012 23.500000000000004 0.82561924306788326 20598.750000000004 -41.499999999999993 719903.25000000012 0.90696564602944785 22504.500000000004 0.71362506209991128 2.5000000000000004 1.0210489044675026 17437.500000000004 -7427.4999999999991 0.34927680147948936 0.14353627323946452 1.5000000000000002 0.015508517622947695 0.85750543872371299 1.035896892340624 0.025250000000000005 38.500000000000007 -9143.4999999999982 346.50000000000006 4.5000000000000009 0.0079112276434898394 -11.499999999999998 1.0777064264572782 0.047493734335839609 0.33771929824561409 0.86325884265749442 9.2553045859000704 23775.750000000004 0.8632573205780395 0.0092127867974340933 282272.73600000009 0.080150042434323207 0.081000000000000003 0.463642615949519 0.020513359983168528 0.038442060351371772 0.54733811018604239 0.0021224436350166802 0.051547638971484462 1.004222635408986 -0.02176170144230127 0.66697594512167047 0.57032455561772211 1.5000000000000002 0.34171764924473197 225121.50000000003 6.5000000000000009 5.2416153319644083 0.018975500000000003 0.025734123773872856 20.500000000000004 -0.002694686758331954 1.0000000180025095e-35 5.7316906228610547 0.0024716344196349387 4.5000000000000009 -0.020317483693361279 29972.250000000004 225056.25000000003 37.500000000000007 0.33365234483727518 0.52843757284558912 -189.49999999999997 0.081766457739353385 0.63467296176877019 -428.49999999999994 40.500000000000007 163486.35000000003 -1031.1394230769229 -0.012340145651251076 3.5000000000000004 -1292.4999999999998 582.93571153846176 0.034626992419362075 0.46894653003157444 2122.0527272727277 168.50000000000003 148.50000000000003
decision_type=10 10 8 2 8 8 8 8 8 10 2 8 2 10 8 10 10 10 2 10 2 10 8 2 2 8 10 2 10 10 10 10 10 8 2 10 10 10 2 8 10 2 10 10 2 2 10 10 8 8 2 8 2 2 8 10 10 8 10 2 10 10 2 10 10 10 8 10 2 10 2 10 10 2 8 8 2 10 8 2 2 2 2 8 2 10 2 2 2 2 10 2 8 10 8 8 10 10 8 10 10 10 2 10 10 8 2 10 10 8 10
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Tree=78
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Tree=79
num_leaves=112
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decision_type=10 10 10 10 10 10 8 10 2 10 2 10 10 10 10 2 10 8 10 8 2 10 10 2 10 10 8 2 2 2 10 2 10 8 10 10 10 10 10 8 8 10 2 8 8 2 10 8 8 10 10 10 10 10 2 10 2 10 8 2 8 2 10 2 8 10 8 2 10 10 2 8 10 2 8 2 2 2 10 10 10 10 2 10 10 2 8 2 2 8 10 2 10 2 10 2 10 10 10 8 10 8 8 2 2 2 10 2 10 2 2
left_child=1 3 6 4 5 8 10 15 32 23 83 13 22 20 -11 27 24 18 33 63 -10 50 42 39 28 55 29 37 43 -21 88 -18 77 -14 35 -20 40 -3 -27 -6 -34 -35 -12 -5 45 100 47 -46 -39 80 54 52 -23 -15 82 -7 98 -24 -51 -47 -36 62 75 -17 -44 -33 67 -31 -53 -58 -50 -41 -73 74 -52 -4 101 99 -68 -25 95 -82 -8 84 -2 86 -85 -78 -29 90 -90 -48 -79 94 -77 -16 -95 -56 -45 -1 -28 -13 103 -57 -87 -81 -98 -26 109 -109 -111
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leaf_count=1669 3906 955 1776 275 7438 651 1297 160 12666 1332 211 429 8765 3358 655 586 877 2780 4075 232 5074 14559 201 5615 766 720 675 1256 464 373 158 1505 1861 3449 692 2902 800 334 118 2622 1693 1019 377 427 4939 952 1558 4034 156 225 225 494 324 3132 381 1579 1376 1539 280 628 4454 10863 6109 1138 1082 909 950 1470 2054 192 797 1407 2465 10223 160 346 871 3569 140 706 387 280 193 500 3700 86 2885 299 663 3325 620 2828 361 1075 1903 507 172 128 169 3084 199 1828 207 378 412 318 441 106 215 357 192
internal_value=0 0.00191055 -0.00398808 0.00043937 -0.000390801 0.00106201 -0.00272432 0.00461946 0.000159573 -0.00337414 -0.000722822 0.00163668 0.000920618 0.00253906 0.00403682 0.00435988 0.00574487 -0.000285518 0.000625596 0.00553718 0.00384674 -0.00619189 0.00929965 -0.00476293 0.00905267 0.00891348 0.00469922 0.000871218 0.0120082 0.00889987 -0.00119978 0.000967021 -0.00364619 -0.0029152 0.00396496 0.000707262 0.000392279 0.00602436 -0.00094896 -0.00671661 0.00252428 0.00153151 0.0168923 0.0138627 0.0036689 -0.00117317 0.00446677 0.00587941 0.0103142 0.00899299 -0.00323654 -0.00921554 -0.0107277 -0.00292881 0.00340406 0.0114539 0.01538 0.00223746 0.0196244 0.00292629 0.00763982 -0.00935513 -0.00631815 0.0111585 0.0198823 0.00368123 0.01017 0.0130511 -0.00149357 0.0183151 0.0147528 -0.00386512 -0.00111582 -0.00484718 0.00947622 -0.00160435 -0.00610503 -0.00584614 0.00446037 -0.00134823 0.00525018 -0.00300545 -0.00122842 -0.0055913 -0.00802769 -0.00144647 -0.00361803 0.000571497 -0.00196313 -0.00361985 0.00161073 0.00118345 -0.00932955 0.00189198 -0.00319258 0.00926719 0.00825012 0.0143394 0.00612839 -0.00302347 -0.0083371 -0.00945038 0.0137283 0.0150263 0.0105268 0.0051712 0.0178817 0.00230055 0.00708673 0.0111797 0.0149476
internal_weight=0 9876.13 4227.27 6406.71 5546.75 3733.95 3432.09 3469.42 3356.89 1812.8 2182.65 2421.82 1637.02 2174.18 283.509 3442.65 859.957 1438.28 1315.47 2570.24 1756.62 1249.44 198.732 1529.29 503.606 377.061 2250.54 872.413 345.623 430.34 627.017 356.351 935.066 639.01 676.465 364.021 332.237 245.396 78.3343 967.454 281.836 250.39 90.0009 305.045 1820.2 256.929 1563.27 1088.26 150.756 191.815 640.863 608.579 506.12 417.56 123.226 298.726 276.317 108.731 40.4447 166.651 312.443 795.178 402.385 319.697 79.6909 272.838 400.46 258.807 102.459 203.373 101.924 498.643 311.999 517.636 19.8695 209.405 247.645 602.829 141.654 561.835 151.371 50.254 91.9192 545.632 338.563 207.069 180.359 85.0444 608.75 464.771 139.145 475.017 260.959 147.512 84.3434 101.117 63.1686 31.3071 72.9437 341.87 90.278 162.6 240.646 221.281 26.7102 99.148 23.0614 157.983 84.1515 65.9282 55.3565
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is_linear=0
shrinkage=0.0227381


Tree=80
num_leaves=112
num_cat=0
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split_gain=260.9 69.7933 65.2661 62.9814 45.1547 40.2161 38.0011 36.5999 29.6974 28.6735 27.7934 26.036 29.793 22.2518 21.7701 20.2268 24.2926 19.1799 18.4581 18.8729 18.4066 22.8817 18.6677 17.8142 17.1823 17.7329 16.844 16.6842 16.3941 16.3343 16.2917 16.8265 16.2028 15.9916 15.768 15.7577 15.7181 15.5726 18.1057 15.5561 15.2513 18.5584 14.6509 14.6175 13.9181 13.8449 13.2194 12.9213 12.8383 12.7404 12.7308 12.6158 12.3349 14.1335 12.1995 12.5694 11.9974 12.429 11.6766 12.9286 11.4499 11.4175 11.2653 11.0549 11.0413 10.8557 10.787 10.7813 10.6195 10.5155 10.4665 10.436 9.89134 9.87559 9.8727 9.87147 9.89615 9.72936 9.70052 9.69567 13.1648 15.5572 12.2215 12.5991 9.64373 9.58641 9.56835 10.325 9.55777 9.5135 9.2815 9.26605 9.05723 12.2894 9.00759 8.95759 8.87558 8.86801 8.86777 11.9454 8.81901 8.80941 8.72797 11.7845 8.6379 8.59465 11.0544 8.57946 8.52515 9.70542 8.40807
threshold=0.54817216601677232 0.7163286385707851 0.25730111667334365 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 0.58495858801377465 0.99999497381835589 0.26201372997711675 3336.7149720352609 0.3573795306660677 0.17567749311936307 -1140.4999999999998 -12382.499999999998 0.83791333232674026 15.500000000000002 25.556466302367948 14.500000000000002 -91.499999999999986 0.48257713374464684 0.094887164132772761 0.00036922499672605963 17.23582887700535 0.2303373156383838 0.56300000000000017 0.17299991867477996 0.41582885112767187 16.567117117117121 1.5355857816183993 0.1681619538344811 0.78592072667217183 134887.50000000003 3567.3750000000005 0.8403317613730682 0.86325858229095509 57303.750000000007 0.48290473407364121 0.13351158645276295 -937.49999999999989 -0.0076221216004341832 2.5000000000000004 0.26437607195228269 32029.376561588357 1.0146556566917042 1.0523619929606598 0.45009225092250932 399145.23000000004 27.287301587301588 -0.014332512393593786 0.48240454076367395 0.016777143813669685 0.062135563768554079 -0.022108699195086953 0.034176500000000005 0.0053790935780853042 0.0037787290057167415 22.562706953642387 0.051209207459207463 1.0000000180025095e-35 -339.47916666666657 0.18164964202879261 3.5000000000000004 0.025253878906369213 3.5000000000000004 0.5626453488372094 30938.250000000004 0.50107296137339075 0.037499888889238685 0.3178136513186039 10.500000000000002 -0.095674628090605715 33.289915966386566 0.30668108044327247 0.56910388983993554 0.5621780597550522 1.0000000180025095e-35 -1670.4999999999998 9.5000000000000018 -2362.4999999999995 116.50000000000001 0.20513685907375204 0.32526246870570868 -0.032967055216431611 0.00075000000000000012 -0.024804770946502682 -0.0093937879428267462 -0.0063123642466962329 0.031516408547759063 0.074103597030291513 167146.8406818182 0.014511078596115114 337630.50000000006 -0.066831149160861955 -0.018636560998857018 -0.006069028051570057 17.500000000000004 -0.043897205963730805 0.0037037746515125041 0.16582532228164545 0.19268170035341695 0.69028551141137051 0.20097609072499248 0.87855059985643036 0.99717931441108332 0.043750000000000004 2420.5000000000005 16.350970511384848 1.0000000180025095e-35 4.026792692192573 65325.000000000007 0.087550000000000003
decision_type=8 8 8 10 2 2 10 8 10 2 10 2 10 2 8 8 10 10 8 8 8 10 8 8 8 10 10 8 2 8 8 2 8 10 10 10 10 10 10 2 2 10 2 8 10 10 8 10 2 8 2 2 2 2 2 2 10 10 2 10 2 10 2 2 8 10 10 8 8 10 10 10 10 10 10 2 8 2 8 8 2 8 2 10 2 2 2 2 8 8 2 2 2 2 2 10 2 2 10 10 8 2 8 8 10 10 8 2 2 10 10
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Tree=83
num_leaves=112
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split_gain=202.212 65.5161 53.8435 42.7944 38.7825 39.2285 35.8747 35.5941 33.6598 29.8932 29.9885 27.5368 24.8413 24.3872 22.5603 22.0904 20.6765 19.6577 19.4513 18.7106 18.0825 18.0821 17.8252 17.627 21.5047 16.9931 16.8155 18.3388 17.1295 16.2938 15.9858 15.9072 15.8647 15.6487 15.6078 15.6041 15.7548 15.2989 21.2636 15.0952 14.6616 14.5726 14.4518 14.374 14.2843 14.0922 13.6692 15.8869 13.5569 13.4335 13.4098 13.064 13.0248 12.8967 12.5256 12.6559 12.2384 11.9462 12.3799 11.9781 11.8865 12.1954 11.8141 11.7745 12.7136 14.1866 11.6695 11.5225 13.4528 13.0763 11.6782 11.5099 11.4204 11.8183 11.3391 11.178 11.1686 11.578 11.1207 11.12 12.7595 10.8514 10.8389 10.8103 12.342 10.4787 10.4026 10.3288 10.3108 10.2826 10.1199 11.1338 10.1125 10.0659 12.49 9.92293 9.91736 10.0497 10.0874 11.2125 10.5884 9.96675 9.89825 9.86612 10.1855 9.66047 9.63488 11.3214 9.63122 9.53329 9.45044
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decision_type=10 2 8 10 2 8 8 8 10 10 8 2 8 10 2 8 8 10 10 8 10 10 10 10 8 2 8 8 10 10 10 8 2 10 8 8 8 10 8 10 2 10 10 8 8 10 10 10 10 10 8 2 10 2 8 2 10 10 2 10 2 2 8 10 10 2 2 10 2 2 10 10 10 10 10 10 8 10 10 2 8 10 2 8 10 2 10 2 2 8 10 10 10 2 2 10 10 8 10 10 10 2 10 2 10 10 8 10 2 10 2
left_child=1 6 4 7 15 79 16 30 9 10 35 -12 18 49 -7 20 26 19 48 44 29 -13 90 24 37 85 -1 28 81 -2 33 39 45 -3 -17 78 -37 38 -10 106 93 60 43 67 105 54 -36 -48 -8 96 -51 -33 63 -41 55 -16 103 58 -21 -60 61 -31 -56 64 65 -24 -67 69 -69 -18 -71 82 73 -52 -39 -62 77 89 -9 80 -6 -28 -32 -46 -85 -26 -55 -43 92 108 91 -5 -49 94 -29 -35 97 98 99 -4 -101 -100 -22 104 -11 -14 -20 -108 -19 -70 -45
right_child=2 3 13 22 5 14 12 8 23 56 11 21 17 -15 32 34 42 76 31 57 102 -23 52 -25 25 -27 27 40 -30 41 71 51 -34 95 46 36 -38 74 -40 53 -42 87 -44 110 83 -47 47 88 -50 50 72 -53 -54 86 62 -57 -58 -59 59 -61 75 -63 -64 -65 -66 66 -68 68 109 70 -72 -73 -74 -75 -76 -77 -78 -79 -80 -81 -82 -83 -84 84 -86 -87 -88 -89 -90 -91 -92 -93 -94 -95 -96 -97 -98 -99 101 100 -102 -103 -104 -105 -106 -107 107 -109 -110 -111 -112
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leaf_count=393 14594 2988 1979 761 195 4734 3106 1353 1303 3623 5889 14190 349 22072 1430 2352 1507 182 297 1350 357 6234 159 800 107 84 294 175 2206 8679 141 284 296 1762 650 3045 1548 959 756 1572 258 352 111 1144 5137 865 820 1510 395 606 522 2598 200 753 2372 150 483 1492 1047 2258 369 3946 857 748 342 153 1411 1462 1118 798 311 435 1486 356 470 933 1182 335 1159 6630 142 176 1289 3233 1714 1323 348 4454 414 248 197 275 332 1158 727 424 4257 9252 257 5004 162 365 444 543 139 121 349 462 368 107 508
internal_value=0 0.0019003 -0.00398455 0.00341031 -0.00194189 0.00184331 -0.000417205 0.00282034 0.00350239 0.00263823 0.00185454 0.000686672 -0.00210423 -0.00710374 0.00523313 -0.00392471 0.00245029 -0.00388217 0.000882829 -0.00489601 -0.00505332 0.00183784 0.00987981 0.0077953 0.00905808 0.0147738 0.00526649 0.00392516 -0.000218114 -0.00550453 -0.00217512 -0.0017995 0.00891772 -0.00434113 0.00181632 0.00572807 0.00793691 0.00606077 0.00908444 0.00112778 0.00760505 -0.00341272 -0.000218961 -0.000781553 -0.00705547 0.0100397 0.00574552 0.0083971 0.00498354 -0.00467205 0.00220264 -0.00682267 0.0124138 -0.00192647 0.0115831 0.0176204 0.00766071 -0.00145604 0.000425023 0.00295892 -0.00172194 -0.00277078 0.0074672 0.0134745 0.0101217 0.012334 0.0141615 0.000746676 0.00378407 -0.00249717 0.00300991 0.00358382 0.00610191 0.0141971 0.000466808 0.00702155 0.00266547 0.00736948 0.00108873 -0.00458428 0.0102851 0.0109609 0.0065761 -0.00779675 -0.00503277 0.0163674 0.00407366 -0.00879162 0.0123007 0.0116667 0.00220892 0.00514637 0.0152824 0.00918143 0.003915 0.00036181 -0.0056812 -0.00694385 -0.00385411 -0.00511745 -0.00793523 0.00793701 0.00848097 0.00876293 0.00997807 0.00478191 0.00814366 0.0122037 0.0172342 0.00862142 -0.00746225
internal_weight=0 9667.46 4379.23 5851.07 2654.7 912.792 3816.39 5373.41 4730.15 3949.08 3426.25 2640.31 2404.22 1724.53 598.664 1741.91 1412.18 1505.53 898.684 1305.55 1456.6 2120.4 477.665 781.065 685.336 224.135 683.103 612.333 291.836 1414.54 643.256 546.219 347.189 468.983 285.316 785.932 528.294 461.201 295.896 349.319 320.498 834.168 729.076 714.609 796.501 331.019 181.416 153.185 352.465 977.011 123.757 196.9 355.059 247.716 297.55 109.182 522.839 509.048 398.38 284.129 643.307 579.649 188.368 334.751 238.773 200.428 183.018 587.788 302.815 284.973 122.173 174.272 97.4684 40.1388 165.305 63.6578 199.982 108.086 257.639 314.128 16.5659 49.1013 137.079 752.325 395.767 210.324 102.047 190.861 116.406 77.7971 122.606 103.2 94.9293 289.934 124.687 206.407 853.254 671.323 318.069 291.684 204.435 26.3848 42.056 474.181 414.985 44.1766 101.602 72.4347 48.8642 143.545 126.821
internal_count=201121 96926 104195 55293 57877 17671 41633 51047 44008 38206 33418 26313 29180 46318 10704 40206 12453 19016 10164 16701 34128 20424 4246 5802 5002 1514 5387 4994 2676 33327 7039 6663 5970 5174 6078 7105 4593 3488 2059 3781 2318 18733 7066 6955 10554 5674 3726 3076 3501 24246 2970 2882 3013 2673 4809 1580 4788 6147 4655 3305 13927 12625 3229 2813 2065 1723 1564 5303 2687 2616 1109 1865 2364 878 1429 1302 2315 1133 2512 6967 337 470 1430 10084 4947 1430 1101 4806 2256 798 1233 1036 1842 2060 902 2186 21276 17019 7767 7145 5166 622 801 4305 3762 470 1108 811 550 1225 1652
is_linear=0
shrinkage=0.0227381


Tree=84
num_leaves=112
num_cat=0
split_feature=135 1 122 162 19 195 22 134 191 92 205 195 189 188 190 194 131 145 188 155 121 123 121 195 123 122 171 162 131 134 191 122 149 121 127 127 15 185 122 230 206 188 134 143 227 188 121 153 206 154 191 199 154 7 190 121 16 215 203 162 181 232 149 122 41 195 44 89 190 205 182 204 128 188 131 123 131 7 227 7 19 70 229 7 223 182 209 156 145 215 67 127 17 222 207 204 165 19 214 53 16 155 195 192 199 227 204 228 41 195 154
split_gain=174.599 82.5712 75.5671 63.4964 61.4055 55.4757 41.0038 35.7593 34.5192 31.804 29.7929 29.8331 28.3335 22.9551 22.7913 22.3589 22.1096 22.0553 21.8944 21.2493 19.3078 19.2229 26.964 18.1039 17.6128 17.5749 16.6072 16.0053 15.8102 15.7403 15.6955 17.6679 15.6754 15.6296 15.6228 16.3975 17.2764 15.3242 15.2711 15.1584 15.1076 17.6891 15.0424 15.5198 14.7753 15.0168 14.458 14.0187 14.2244 14.0683 14.5356 13.7022 13.6184 13.61 13.45 13.4146 13.2107 13.1891 13.1606 12.9459 13.6166 15.0225 12.8749 14.3906 12.7963 12.7898 13.395 12.7793 14.7914 12.6326 12.6212 12.597 13.7602 12.5859 12.5619 12.4156 12.3523 11.9865 11.777 11.5946 11.4746 11.2377 11.2229 11.167 11.1265 11.0232 10.7583 12.1577 10.38 10.372 10.3266 10.2074 10.0461 9.87049 9.82585 9.58341 10.3417 9.55784 9.51052 9.44305 9.45536 9.32936 9.15192 9.30291 9.06192 8.90584 10.8467 10.5303 8.84242 8.75521 8.75049
threshold=0.29386343110504382 1.0000000180025095e-35 0.093174339440897022 1.004222635408986 17.500000000000004 22.069366479550926 1.0000000180025095e-35 0.023062923252346625 19.500000000000004 1.0000000180025095e-35 -0.026315825060009953 25.556466302367948 0.15694376924323453 0.90035460992907812 27.500000000000004 0.030418690724034237 0.26903445752020611 inf 0.58656532015470575 51072.69000000001 0.27494187190426139 0.8839065501109219 0.22199861073695668 28.219758532621317 0.79113648600476216 0.046591233726282176 11.500000000000002 0.89382947111028899 0.056907870646720211 0.2974077212558407 16.500000000000004 0.044773044300931555 146.07142857142858 0.20975867873218243 22943.511634505183 4503.5991052305171 -10782.499999999998 225.33162972383721 0.10769192057129043 -0.0041326619684696189 0.013367277104407551 0.84633273703041156 0.1368457146589627 -889.49999999999989 0.014571791514754297 0.70380715911442182 0.14820636096102632 127154.25000000001 -0.022563715465366837 1500026.4000000001 32.500000000000007 120561.19734890111 484872.18750000006 63470.250000000007 50.500000000000007 0.3396973535560287 -2440.4999999999995 0.009538338519632818 -0.048786034807562821 0.91002207413080549 33702.000000000007 -0.012387042865157126 -401.64583333333331 0.036871572639191934 0.17508512251332123 9.647393048128345 0.98185000000000011 1.5000000000000002 57.500000000000007 -0.021328238770365712 -867.96666666666658 -0.05758507922291755 79575.000000000015 0.90496715927750426 0.24671446011422893 0.74816628254293238 0.080134195891925858 13144.500000000002 0.035716736689209945 18002.250000000004 22.500000000000004 0.04395000000000001 -0.0098094758577644808 35264.250000000007 0.00031008622318040585 -1152.9545454545453 -0.029875255189836022 2507044.9050000007 570.92416720271297 0.029270010069012645 0.031150000000000001 10728.982757952966 -8259.4999999999982 -0.025117088109254834 -0.030785972252488133 -0.044850902631878846 0.69615384615384623 13.500000000000002 -0.014906977303326128 0.057850000000000006 -125.49999999999999 41819.048437500009 45.723809523809528 0.047847985347985351 51578.847891705074 -0.0021875093225389715 -0.015476848930120466 -0.010243408381938933 0.23466284194682538 12.840289855072465 95127.750000000015
decision_type=10 2 8 10 8 10 2 10 8 10 2 10 8 8 10 10 8 8 8 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 2 2 2 10 10 2 2 8 10 10 2 10 10 10 2 10 8 8 10 10 10 10 2 2 2 8 8 2 8 10 8 10 8 10 8 2 8 2 10 10 10 8 8 10 2 10 8 8 2 10 2 10 2 8 8 2 10 2 2 2 2 2 10 8 2 10 2 8 10 10 10 2 2 2 8 10 10
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is_linear=0
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Tree=87
num_leaves=112
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threshold=0.53266434472362778 1.0000000180025095e-35 0.093174339440897022 0.14920824348116621 292.64971153846159 1.004222635408986 -18057.499999999996 0.31200589870412881 35.500000000000007 -14696.499999999998 0.37785429678179433 0.046591233726282176 0.96680440771349874 0.18633480058590882 22.069366479550926 4500002.2500000009 6.1916495550992474 0.68292411016421117 0.10372621603528416 1.5000000000000002 -29.499999999999996 0.15104406044495239 0.24621212121212124 9.6577686516084889 9275.233870146576 -571.20714285714268 0.37514335751350963 31.500000000000004 0.92282878411910685 0.062850000000000003 887.50000000000011 -274.49999999999994 0.66396602682505534 -61.499999999999993 11.500000000000002 -12844.499999999998 4.628336755646818 -532.31666666666649 1.5000000000000002 0.012275543529540302 1.0210489044675026 -585.92857142857133 0.062361111111111117 1.0000000180025095e-35 1.0281566592174658 12.500000000000002 0.039823768320938806 7.5000000000000009 6.0629705681040393 0.0014494691858999433 328.50000000000006 0.3033356990917454 0.85750543872371299 -292.49999999999994 -2247.4999999999995 0.57891467994631729 0.098740971865330165 -8432.4999999999982 0.10816269944502722 0.93794212868334392 10217.542500000001 0.030099161900579933 -0.01769348885864019 9.5000000000000018 -2822.4999999999995 0.70303817362493015 24.266996699669971 0.051950000000000003 0.57099547234382542 0.019950000000000006 -0.033452739939093583 666018.90000000014 0.99999723937662011 -1315.4642857142856 18.141851106639844 10.500000000000002 -2261.4999999999995 0.021419809199869636 0.031793976202607162 122853.85500000003 1.0000000180025095e-35 9518.2363921874421 1800002.2500000002 0.47217265497968758 0.7163316205458331 -426.95454545454544 -3404.4999999999995 -613.267857142857 -1959.4999999999998 0.063150000000000026 -0.0075552677735686294 14.500000000000002 0.13897586520470412 5.5455167693360723 1.0020070827919592 0.15264068555799035 -0.010090210940688847 24.507886239443618 -231.49999999999997 0.37057844361215153 5.7625440510152712 0.13961038961038963 0.20322403142195616 0.010388000000000003 18.263523391812871 5.5000000000000009 0.0066612935625016698 0.13642525226412394 0.0023500000000000001 0.065941319729400247 -0.078918792307376848
decision_type=10 2 8 10 10 10 2 10 8 2 8 10 10 10 10 10 2 10 8 10 10 10 10 2 2 8 8 10 8 8 10 2 10 10 2 2 2 10 2 2 10 8 10 10 8 8 10 8 2 2 10 8 10 8 2 10 10 2 10 10 10 2 2 8 8 10 10 10 8 10 2 10 10 10 8 2 8 2 2 8 2 2 10 8 8 10 2 10 10 10 2 2 8 2 8 10 2 10 10 8 10 10 8 2 10 10 2 10 8 8 2
left_child=1 2 5 8 10 6 12 11 22 39 17 18 26 23 43 27 30 40 46 34 38 33 58 24 25 -6 -1 28 57 -30 31 62 47 -11 -13 91 95 61 -7 45 80 -42 -23 56 -45 89 -8 -26 -31 -21 51 52 -29 -39 -15 60 -9 64 -3 65 -49 -28 108 -44 -10 -60 -19 68 -64 -68 -57 109 -65 105 76 -76 -40 78 79 -47 81 -2 85 84 -83 -82 -87 -67 -77 90 94 -16 93 -4 -5 96 -24 -98 -73 100 -52 -34 -35 -22 -105 -14 107 -43 -12 -32 -111
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leaf_count=1962 9473 2274 1262 116 4856 475 1446 9906 143 5416 135 5286 82 3476 1109 222 6896 15703 6273 1613 228 3372 274 3725 720 1391 6556 533 691 3199 535 517 2409 448 6169 742 1074 755 534 667 2307 127 376 311 1284 383 363 671 741 1289 528 888 205 1526 1446 351 903 136 113 1637 1269 937 955 1059 2972 3717 1039 3071 3960 546 2039 828 291 4479 604 137 2270 468 586 1264 6018 474 1705 348 11470 695 594 908 949 438 417 263 3859 530 428 882 709 89 498 342 1257 1209 136 380 149 647 140 219 2079 228 2133
internal_value=0 0.00201098 0.000592449 0.00409589 -0.00423715 0.00117741 0.00039844 0.0016343 0.00601665 0.000616552 -0.00588391 0.00325585 -0.00292243 -0.000279155 -0.00165998 0.00847471 -0.0025521 -0.00767435 -0.000527258 0.00500419 0.00621179 -0.00162016 0.00310706 0.00111408 0.00262558 -0.00174054 -0.000930895 0.00883992 0.0105707 0.00682921 -0.000361109 -0.00265104 0.00549907 -0.00454738 0.0061988 0.0053437 0.00733323 -0.00232261 0.00456853 0.00625438 -0.00597936 0.00162921 0.00154785 -0.00303347 0.00403155 0.00803334 0.00456394 0.0088832 0.0085806 -0.000125462 0.00469653 -0.000289871 0.00606838 0.00295432 -0.0075189 0.0108231 -0.0041905 0.0148209 0.00118369 0.00279146 0.00488468 -0.00431754 -0.0037773 0.00659301 0.0156528 0.00060945 -0.0113175 -0.00575674 -0.00254929 -0.00123742 0.01562 0.00568895 0.00920445 -0.00795565 0.00568017 0.00952885 0.00310851 0.0111334 0.0131223 0.0157136 -0.00686988 -0.0084001 -0.00350054 -0.00539629 -0.00614296 -0.00126417 0.00714202 -0.000256245 0.0134937 0.000824214 0.00518599 0.0101553 -0.00731639 -0.00276092 0.0119189 0.0106231 0.00578948 0.00110774 -0.00271818 0.00825551 0.00566414 -0.000217075 0.00614894 0.0147782 0.0188641 0.00192907 0.0149392 0.0213072 0.00271366 0.00915672 0.0119151
internal_weight=0 10125.5 6032.28 4093.2 3881.78 5623.66 4878.15 3558.3 2633.25 1459.95 2738.3 2384.61 1319.85 1143.48 1173.68 1418.46 964.437 1773.86 755.61 1629 745.513 1049.65 1214.78 965.044 789.174 314.578 952.972 1396.15 975.382 530.658 677.082 494.678 474.596 543.612 1319.84 188.357 372.379 803.972 636.585 410.303 1226.12 127.724 506.037 985.325 135.652 355.355 250.585 295.116 454.662 309.16 420.773 178.532 92.6415 219.423 178.44 257.601 849.674 444.724 842.406 632.556 122.86 584.549 469.029 192.631 424.579 443.506 547.744 360.168 231.459 55.1975 134.741 182.403 157.077 366.879 584.456 224.785 359.672 245.223 206.52 162.984 1098.39 746.516 351.878 435.505 423.288 290.574 54.337 427.793 141.615 110.131 78.2852 121.676 408.621 165.616 45.2345 250.384 134.434 98.9512 53.8087 242.24 200.251 179.481 62.6662 108.928 76.5136 47.715 27.8321 19.803 108.86 128.594 104.745
internal_count=200932 104677 65278 39399 96255 59627 53901 36957 23534 15865 72693 22439 16944 23562 14518 11857 21835 50858 8082 14357 5726 11098 11677 18640 14915 6247 11736 11635 7882 4631 14939 10717 8668 6000 11455 2114 3028 9774 4969 4767 33570 2793 5098 12404 1595 4100 1809 5050 3940 2902 3753 1626 738 2281 4922 4330 10809 3251 8649 6375 1940 7493 10200 1726 3115 4738 17288 7986 4915 1585 2390 4222 1350 5208 4494 1690 2804 2701 2233 1647 30777 21765 9012 12292 11944 7307 1289 4625 1086 1399 961 1372 5651 1792 544 1954 1072 798 1326 2127 1785 3618 584 757 529 729 486 346 2214 2896 2361
is_linear=0
shrinkage=0.0227381


Tree=88
num_leaves=112
num_cat=0
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split_gain=181.8 59.6666 72.4366 44.1359 41.4484 36.3654 34.1934 51.7493 33.2458 28.3524 28.1637 24.3984 23.1765 22.6895 22.5311 21.8853 21.8462 21.4374 21.113 20.6888 20.5471 19.2476 18.2045 17.9775 17.9343 17.7589 16.4235 16.3822 19.0279 16.0544 15.8903 15.8327 15.9362 15.7717 15.688 15.3513 16.231 14.7682 14.7617 14.6685 14.6489 14.5937 14.5555 14.4042 14.3346 14.0049 13.7498 12.9757 14.2694 12.9394 12.7838 12.7508 12.6536 14.716 12.4932 13.5904 12.1594 12.0549 12.8229 12.0396 12.0164 12.0053 11.8259 11.5449 11.7703 11.5026 11.4151 11.2473 14.2689 17.2134 11.2096 11.1956 11.1572 11.1293 11.1128 10.8885 10.8071 10.6558 12.0879 10.6484 10.5891 10.454 10.1263 10.0908 10.0548 10.0532 10.0017 9.84124 9.75782 9.70913 11.0776 10.2865 10.6445 10.1228 13.6539 9.83016 9.70064 9.65508 9.46126 9.39963 9.17027 9.10292 9.73076 8.90755 8.79423 8.78926 8.78839 8.76598 8.70531 8.70459 8.61618
threshold=0.5466356135663476 0.092300081724854238 0.078984752592741736 0.10372621603528416 0.23766483281334758 0.8005681818181819 0.046591233726282176 0.049999656087035625 0.079579890459222535 0.10609712802436258 -880.64583333333314 0.71387522887772825 0.047750000000000008 24.005494505494507 0.92285144819770115 0.46894653003157444 147.50000000000003 0.048584384204248786 0.15421493584938309 0.54692082111436957 4951.4625000000005 23951.250000000004 1.0000000180025095e-35 157502.25000000003 1654.9834213671147 0.021728140302002433 0.12731462214642392 17.23582887700535 -1.0000000180025095e-35 0.034176500000000005 1.0000000180025095e-35 29.669270833333339 -0.0046330203767865888 -2209.4999999999995 0.50375401668331243 10.761122518822726 1.0280810618750003 0.094283850350470863 -0.017964803613722321 -2064.4999999999995 0.80780095610604097 -313.9444444444444 -0.017418337054550644 4503.5991052305171 50603.625000000007 17.500000000000004 0.90946348733233984 0.074103597030291513 1.5000000000000002 0.5543402745683893 17169.750000000004 0.28432059381593267 6.079700309463056 1.5000000000000002 5.5906271369804736 0.012840447016060354 0.89172122529025422 0.99391784042923814 0.8198000000000002 1.5000000000000002 1.0000000180025095e-35 -2249.7499999999995 1.5000000000000002 14.478713768115943 0.033365552353869961 0.026703233680511428 15.641733545388986 16.500000000000004 -1568.4999999999998 -0.025832133367657658 1.0000000180025095e-35 1.9999862434814251 -0.011803822126239536 0.094800000000000009 -0.0081353117711842043 0.0041867308318614968 0.24008632142003783 -1590.4999999999998 -0.014365115668624638 28.242299794661196 1.0000000180025095e-35 28.500000000000004 -0.0070587112568318835 0.04166038755927904 13573.987500000001 0.65301003344481623 0.019503978081047538 2390479.3125000005 20.556466302367948 9.5000000000000018 -0.0023660185979679223 0.031152950310559011 0.0072894999999999514 0.02907346282154322 2.3983557387775432 222750.00000000003 3041.8832061480789 0.0011543137952685358 1.0000000180025095e-35 0.19835554459035579 205533.14250000005 -0.0087990532629191858 -1796.4999999999998 9.5000000000000018 0.31200589870412881 -0.011921504978090523 -0.057393936440348618 39.500000000000007 8.5000000000000018 0.0016500000000000002 -453.65686274509795
decision_type=10 8 10 8 10 8 10 8 10 10 10 10 10 10 8 8 10 10 10 10 8 10 2 10 8 2 8 10 10 2 2 10 2 10 10 2 8 10 2 10 10 10 2 2 10 8 10 10 10 8 10 10 8 2 2 2 10 8 10 10 8 8 8 8 10 10 10 2 2 2 10 2 2 10 2 2 10 10 2 2 8 8 2 8 10 10 2 10 10 10 2 10 2 2 2 10 2 2 2 10 10 2 10 10 8 2 2 10 8 8 8
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internal_weight=0 10534.5 8178.12 3464.03 2851.96 3582.47 3175.26 4595.65 2981.67 2929.45 730.509 854.444 1997.52 894.242 2035.21 1386.03 1448.07 1613.99 518.477 375.765 2251.16 371.602 2356.36 128.462 363.326 2026.02 322.359 1516.55 1051.26 901.828 534.342 367.487 1999.52 1817.04 614.97 482.843 867.246 605.766 1319.61 744.528 575.084 182.477 392.465 245.807 1202.07 149.434 97.4324 407.214 1883.06 873.349 124.941 547.263 279.718 72.4131 55.1775 619.586 90.3781 1009.72 968.554 597.426 122.706 518.787 90.1753 465.291 380.586 249.946 219.847 30.0981 142.957 96.047 288.063 75.0383 76.0267 62.8405 136.066 326.515 333.205 110.23 212.896 63.5618 330.336 256.398 216.844 205.774 31.8669 46.6684 555.169 181.139 361.798 255.59 235.503 174.683 143.367 127.411 60.8208 193.302 168.429 84.7044 58.5025 612.068 538.862 649.174 249.384 220.749 309.362 251.641 252.396 48.9593 519.906 620.953 96.5771
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is_linear=0
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Tree=90
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decision_type=10 8 2 8 2 10 2 10 2 10 8 10 10 8 10 2 2 8 10 10 8 10 8 2 8 10 10 8 8 10 10 10 8 10 2 10 8 10 8 2 10 2 10 8 10 8 10 8 2 10 2 10 2 8 8 8 2 10 2 2 2 2 2 10 2 10 2 2 10 10 2 10 8 10 10 10 2 10 2 10 10 2 8 10 10 2 10 2 2 10 10 10 10 10 10 10 2 10 10 8 2 10 10 2 8 2 8 10 10 2 2
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is_linear=0
shrinkage=0.0227381


Tree=91
num_leaves=112
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decision_type=8 8 8 8 10 10 10 2 2 8 10 10 10 2 10 10 10 10 8 10 10 8 2 10 2 2 8 10 8 8 10 2 10 10 10 10 8 2 10 2 10 8 10 8 8 8 8 2 2 10 10 8 10 8 8 10 2 2 2 2 2 8 2 8 10 2 10 2 8 2 2 2 2 8 8 8 2 8 2 10 10 8 2 2 8 10 2 10 10 8 10 2 10 2 10 2 2 10 8 10 2 10 10 8 8 8 10 10 8 10 10
left_child=1 3 7 5 42 39 34 87 9 51 14 37 18 56 40 67 21 58 23 24 72 61 32 50 25 -20 30 28 -28 -30 99 95 43 57 52 -22 -33 38 47 -1 54 -35 55 -23 45 -14 106 70 -31 -39 -13 94 -5 -18 84 -3 -11 -19 59 80 -42 77 85 -64 65 88 -29 68 76 -70 -6 -72 -21 96 101 -68 -9 100 -43 -36 -7 82 -25 -76 89 86 -57 107 -62 -4 -54 -32 93 -66 -8 -15 -10 -52 -67 -16 -17 102 -75 104 -56 -47 -46 -2 -41 -26 -65
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leaf_count=1519 16921 421 173 713 487 142 418 262 180 1549 4025 2519 237 685 120 265 269 233 13934 1639 6290 7512 3373 440 378 2408 1346 3311 999 3370 723 912 3062 1610 6405 1152 7491 1389 822 391 698 514 147 2699 240 1315 547 189 1005 686 125 1920 275 670 389 320 1630 622 198 126 2200 468 109 425 1248 184 1410 1500 147 513 705 2701 1472 1884 237 524 778 1349 133 246 839 563 347 1444 3973 1077 707 910 519 6910 217 2890 643 507 5691 4027 4847 519 424 1042 22228 807 489 1100 374 515 701 1131 195 2451 185
internal_value=0 0.00171343 -0.00361963 -0.000182643 0.00312962 0.00536349 -0.00106537 -0.00574465 -0.000170736 0.0011129 -0.0010098 0.00250959 0.0017443 0.00276862 -0.000255916 -0.00421569 -0.00502658 0.00916831 0.00114659 0.00179029 0.00411232 -0.005555 -0.00247181 -0.00355309 0.000424647 0.00132978 0.00243092 0.000269569 0.0035065 0.00619735 0.00726796 0.00399411 -0.000539403 0.00506717 -0.00561817 0.00179129 0.00184927 0.00584935 0.00762964 -0.00162578 -0.00276076 0.000421132 0.00803753 0.00159568 0.00692799 0.00310629 0.0115096 0.00925102 0.00883987 0.00126007 -0.0065827 -0.00254716 0.00106998 0.00874806 -0.004871 0.00705761 -0.00353984 0.011665 0.0173744 0.0204533 0.000945122 -0.00768812 0.00557635 0.0111814 0.00249168 0.0059041 -0.00435936 0.00422137 0.00979791 0.0191591 0.00998458 0.0111917 0.00776654 -0.00378949 -0.00127832 0.00191349 0.00123015 -0.00807734 0.00931252 -0.00753367 0.0231364 0.00327116 0.00805666 0.00329914 -0.00625874 0.00335116 -0.000538344 -0.00983823 0.00253926 -0.00893115 0.0087619 0.0102439 -0.0030712 0.00113937 -0.00444278 0.00724192 -0.00669204 0.00207597 0.0169386 -0.00366405 -0.00874727 -0.00413617 -0.0015845 0.00296415 0.0105076 0.000721855 0.00560313 -0.0105481 0.0072412 -0.00454219 0.0142064
internal_weight=0 9736.54 4264.38 4166.17 5570.37 566.047 3600.13 2344.82 3016.34 2230.94 1919.56 4957.11 4043.63 1537.5 1776.19 1719.89 1572.26 364.786 3635 3201.78 1179.3 1519.11 628.807 433.214 2022.48 1716.05 857.084 598.662 353.53 283.82 258.422 1290.05 512.615 252.502 583.79 729.05 785.083 913.487 654.062 201.261 919.105 153.535 613.257 401.353 408.629 230.659 177.97 550.214 231.041 259.425 300.232 693.432 130.818 53.1453 583.907 584.863 247.452 98.9675 112.283 93.6497 335.197 890.307 507.728 134.45 300.778 186.096 245.132 147.633 77.215 31.8189 528.416 464.942 450.252 785.4 427.731 92.3934 45.396 873.457 50.3675 452.972 82.9522 132.982 80.8943 163.892 497.519 373.278 180.496 624.925 150.715 293.614 55.1373 203.552 114.683 85.0368 503.259 504.968 357.669 66.8772 35.3808 54.87 815.122 263.839 202.441 86.3885 36.8109 202.782 106.241 588.614 57.9034 306.427 114.753
internal_count=200915 96751 104164 48589 48162 6522 42067 64057 34211 24323 40107 44771 37792 16294 36082 45095 41895 4417 34237 29724 10553 40956 16646 4513 19171 16342 16740 11965 6720 5374 4775 13115 13273 3112 7856 7442 8403 6979 4904 2105 19342 2257 3391 10211 3555 2067 1488 4082 4375 2075 3163 8029 1205 939 12919 3244 3179 855 1305 1107 6423 24310 2823 719 5725 3327 5245 3200 1700 660 3893 3406 3111 9888 4861 1934 1040 23842 647 6651 981 1350 787 1681 11056 2104 1027 18962 2719 7083 492 3613 2398 1755 6109 4712 5027 644 608 1162 22493 3180 2373 1863 763 1830 941 18052 586 2829 610
is_linear=0
shrinkage=0.0227381


Tree=92
num_leaves=112
num_cat=0
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split_gain=155.971 63.8724 46.5759 42.308 50.4051 41.2881 41.5135 55.9308 30.1471 28.6521 27.4495 25.9241 25.529 24.7612 23.8529 22.373 22.208 21.8096 21.7757 21.0304 22.8146 20.8136 21.2987 19.6359 19.0396 20.7772 17.86 17.8949 17.2176 16.3989 16.3827 15.838 19.1443 15.8073 14.9604 14.2944 13.2769 13.3265 13.2736 16.6283 13.121 16.2742 13.0832 12.859 12.6332 16.3852 12.9228 12.5629 12.5617 13.8795 12.4863 12.2511 12.2185 12.0359 11.9565 11.3528 11.0713 10.8995 10.8965 12.7138 14.7788 12.3906 10.8248 13.5054 10.6722 10.2964 10.2936 11.039 10.1252 9.98205 11.4012 10.4351 9.96367 13.6392 9.92155 13.0336 9.65105 9.64433 9.92239 9.63248 12.2634 9.55879 9.54557 9.50781 9.46892 9.46487 9.39628 9.21266 9.15222 9.08662 9.06221 9.05488 9.03789 9.03074 8.86185 8.78753 10.3306 8.76099 8.75586 8.62617 8.6043 8.5925 8.49625 8.45953 8.40809 8.37215 8.21306 8.34188 8.19937 10.3482 8.9353
threshold=0.47298340402828121 1.5000000000000002 24.507886239443618 1.5000000000000002 52.770704996577699 0.57099547234382542 5209.5269714302331 0.044773044300931555 0.99999851971384668 3089.2500000000005 9949.0531128374805 24752.250000000004 35.500000000000007 -705.61249999999984 14025.030750000004 1.0000000180025095e-35 26087.360785714289 0.12701612903225809 26.668035592060239 1.0000000180025095e-35 0.82323122155471651 1.0592905764530831 0.046591233726282176 0.0069808415137231359 0.90311265105848471 1086.2188043478261 0.21885700265060434 15.908391608391609 0.032700000000000007 1440801.0000000002 390168.00000000006 29.006160164271048 5.7316906228610547 28730.250000000004 13.500000000000002 -831.49999999999989 -119.49999999999999 -0.0024087340570986267 3.1458952254719574 1.0339396409873045 -2082.4499999999994 1.0000000180025095e-35 0.027466564011377103 0.5217974581655247 22.069366479550926 -351.49999999999994 0.1155435473617292 23.917237442922378 8.59000684462697 0.8451542588866533 0.24790575661896594 117466.21875000001 1.0481499018045544 274545.00000000006 0.031601570587271262 1.0149446646394769 0.54692082111436957 35856.000000000007 15540.750000000002 0.62731481481481499 1.0000000180025095e-35 1.0000000180025095e-35 1049.5357142857144 -0.030156159773468968 -0.066509012132883058 2253.8854874667263 -0.057701479643583291 0.031042000000000004 30.00434782608696 615.77500000000009 42436.500000000007 8407.0884375000005 1.0292921567102409 0.004792549181729556 6.3685855263157904 0.72579686115926323 -994.69047619047603 0.0044842881616204986 -1541.1079545454543 0.0017444344121031465 19.46709956709957 0.038554440728353782 -793.49999999999989 0.0042304950766265401 -1585.7638888888887 1940179.5000000002 -2352.4999999999995 0.014882346149533989 0.090351138223478664 0.26097968516401376 -0.012181476224213837 0.80620000000000014 -0.0028019199380651112 0.059750000000000004 0.035200000000000009 14.500000000000002 0.97545000000000004 0.64219691080251862 -2029.4999999999998 1.0000000180025095e-35 27.085144927536234 0.99072121842625294 -462.92857142857139 877518.00000000012 0.98056861306756471 0.97445000000000015 0.055850000000000004 0.0058991098776459703 -0.026702724397182461 0.44807042557647964 0.95951405880083862
decision_type=10 2 10 2 2 10 2 10 8 10 2 10 8 10 8 2 10 8 2 2 8 10 10 2 8 10 8 10 10 8 10 2 2 10 8 10 10 2 2 10 8 10 10 8 8 8 10 10 2 8 10 8 10 2 10 10 8 10 10 10 2 2 8 2 2 10 2 2 10 10 10 8 8 2 10 10 10 2 8 2 10 10 2 2 8 10 10 2 8 2 2 8 2 10 10 8 8 10 8 2 10 8 8 10 10 8 10 2 2 10 10
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is_linear=0
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Tree=95
num_leaves=112
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split_gain=144.134 46.6653 42.6332 38.6859 33.9059 29.9208 29.1932 27.5492 26.722 31.6427 25.424 27.422 22.8535 41.2984 24.6747 21.8487 21.6016 21.0429 20.1721 18.4109 17.2574 16.8029 17.3986 16.7623 16.4511 17.3043 16.3937 15.0082 14.8911 15.4707 14.5729 14.556 14.5031 14.7383 14.3368 14.2167 13.6499 16.0528 18.2271 13.5257 13.0308 12.9015 12.7429 12.7608 12.3051 12.1074 12.0976 12.0522 11.9726 15.2394 11.9106 11.8972 13.9226 11.6877 11.3759 11.3354 12.0488 11.1426 11.123 11.0864 13.1867 11.0346 11.0092 10.998 11.4375 11.3719 10.928 10.8028 10.763 10.5787 10.3108 10.6702 10.3053 10.3834 12.9207 10.8029 10.1882 10.8942 9.99737 9.89876 9.78319 9.65971 9.65149 9.52377 10.1263 14.7202 9.40725 10.9385 9.40675 11.5981 9.35702 9.3285 9.29918 9.51019 9.21379 9.15548 9.13514 8.95741 15.826 9.50512 8.94377 8.93841 8.92734 8.91455 8.90897 8.7447 8.57113 8.51924 9.80344 10.2806 8.49051
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decision_type=10 2 8 2 10 10 10 10 2 2 8 8 2 8 10 10 10 10 10 10 8 10 8 10 8 8 2 2 10 2 10 10 8 8 10 8 2 8 10 10 10 8 2 10 10 10 8 10 8 2 2 2 2 10 10 8 8 2 8 8 2 2 10 2 8 8 8 2 2 10 10 2 2 10 2 8 2 2 10 10 2 2 2 10 10 10 2 2 10 2 10 10 10 2 2 2 2 10 10 2 8 2 10 2 10 8 10 8 8 10 8
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leaf_count=158 17392 4839 533 838 251 772 479 264 1119 3035 5244 9626 4172 5461 497 561 2477 970 838 264 2376 428 2711 524 590 870 2260 1356 654 1070 3961 347 386 4876 559 1202 2379 2091 1409 6874 1306 12506 277 136 381 118 13332 289 880 1635 441 2110 1554 384 11730 3031 2553 3412 593 10146 454 297 253 148 707 1053 757 840 378 1763 702 375 914 891 232 159 2102 952 199 307 215 536 336 257 303 867 136 163 998 527 557 687 256 579 246 138 687 1049 1535 6436 403 531 303 354 353 172 986 1816 1660 258 525
internal_value=0 -0.00281295 0.00198567 0.00160092 -0.00160454 0.00283408 -0.000331538 -0.00090421 0.00230397 0.00335057 0.00449514 0.00587357 -0.00200016 -0.000283279 0.00280812 0.000935272 0.00276136 0.0077111 -0.00674811 -0.000979752 0.00185437 -0.00081397 -0.00460622 -0.0094147 -0.00452772 -0.00601948 -0.00143435 -0.000942496 0.0122026 0.0169534 0.000627192 -0.00449365 -0.00338609 -0.00522105 -0.000754427 -0.000116683 -0.000500229 0.000616972 -0.00277519 0.00214087 0.00859357 -0.00162838 0.00847421 0.0094984 -0.00704717 0.00135724 -0.00751629 0.00424136 0.00571885 0.00274371 0.00967549 0.00291808 0.00534392 0.00592631 0.00078954 -0.00451789 -0.00794315 -0.00193333 0.00389015 -0.00803253 0.00495651 0.0148651 0.0100506 0.00222655 0.00817025 -5.13245e-05 0.00138991 -0.0091071 0.011812 -0.00539397 0.00581574 0.00808086 0.0102776 0.0110651 0.00826503 0.0112344 0.00230967 0.00827433 0.00131364 0.0198623 0.00120163 0.00801324 0.0135782 0.00674947 0.00464169 0.00734926 0.0124488 0.0101205 0.00398023 -0.00139026 0.00114465 -0.0018239 0.00360704 0.00919178 0.0128072 0.0190656 0.00715536 -0.00579972 0.00025976 -0.00706663 0.00330883 -0.00118193 0.00220728 0.000628439 -0.0102579 0.0100787 0.00747543 -0.00462044 -0.000365855 0.009055 -0.0042644
internal_weight=0 5084.68 8867.56 8381.29 3899.37 5113.95 3267.35 3525.12 4693.95 3416.98 2679.79 1927.75 2716.75 1623.52 937.809 752.04 808.364 1317.5 1185.31 3000.12 610.246 737.19 326.073 652.386 1093.24 846.756 2821.22 2620.97 116.934 83.1753 246.481 685.709 532.922 428.649 636.789 2136.41 1276.98 1045.75 421.956 855.389 419.996 1281.02 486.261 450.926 769.445 820.875 751.747 205.765 490.115 298.882 115.251 623.798 385.657 178.895 796.501 484.568 239.754 274.14 77.3112 374.252 26.2221 24.3734 191.232 411.117 107.742 303.374 237.827 348.03 172.447 231.223 218.134 178.551 433.925 412.95 288.676 204.937 146.257 67.7815 167.376 52.9056 46.7185 81.7356 49.4121 267.229 229.545 170.825 214.231 196.015 104.272 65.906 111.465 318.249 93.1024 53.6187 67.4296 21.063 119.541 592.606 103.657 488.949 111.686 143.81 55.3428 83.7393 320.922 47.3483 75.8321 206.564 114.898 31.4193 39.4838
internal_count=200879 118508 82371 78947 86148 45275 33672 74104 41879 28978 22812 16007 60336 34726 18538 6805 13768 10596 32360 31766 5411 6166 3139 17916 25610 20187 30315 28055 2221 1567 5423 16188 14444 12081 5803 21938 12901 10300 4257 8230 3396 13708 3424 3147 18552 16317 18171 1791 7694 5189 1002 6043 3664 1451 15902 6117 3086 7205 1635 12044 705 415 2505 3027 855 2172 2166 11339 2252 2601 3554 2852 3011 2853 1962 1376 3793 1691 1502 685 1167 1462 872 1906 1649 1170 1605 1469 2363 1525 941 6074 1707 926 510 524 1567 14481 2584 11897 2076 1303 462 586 10499 1042 1389 3998 2182 522 781
is_linear=0
shrinkage=0.0227381


Tree=96
num_leaves=112
num_cat=0
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split_gain=117.064 72.3284 53.6597 49.1517 64.2467 37.3426 32.5831 32.4204 32.2141 27.9802 27.4342 26.6828 26.6723 25.2671 22.7426 21.5305 19.3649 19.3277 19.2738 21.8428 20.6729 19.2387 19.0844 18.9527 18.1923 19.0906 17.1968 16.8091 22.3252 16.6227 16.3026 16.094 16.1307 16.5417 15.9185 15.8358 15.2071 16.6601 15.0246 17.9495 15.0028 14.8638 13.9998 15.175 13.6679 13.5392 13.5039 13.2968 12.9181 12.7799 14.0783 12.1587 11.8799 11.7782 12.198 11.6677 11.6278 11.5398 11.308 11.2674 11.1768 20.1225 11.9408 15.6007 11.0225 10.8944 10.8642 10.7578 10.7322 10.7227 12.1377 10.8011 10.7094 10.6419 11.8035 10.5772 10.5479 10.4719 10.4253 10.3383 10.2488 10.0757 10.0325 10.013 9.96011 9.90303 9.85474 13.8994 9.75351 9.75125 9.71804 9.68125 9.60268 9.27999 10.3478 9.26455 9.16463 9.02319 9.02151 9.35724 8.8942 8.88747 8.79424 12.66 8.74458 8.68247 8.59235 8.49925 8.44776 8.55591 8.39584
threshold=0.32342773623784715 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 45.690622861054081 -10077.499999999998 675490.50000000012 0.42366305705729296 0.95020661157024799 0.040502897190298884 -4763.4999999999991 16.500000000000004 0.16920359221132861 1.5000000000000002 0.10372621603528416 -1455.4999999999998 0.11444200186811627 0.13333179700131506 -9792.4999999999982 -3446.4999999999995 0.21432308712530768 0.17693532586765701 -4236.4999999999991 0.15430265983981759 1.0000000180025095e-35 -119.49999999999999 62.500000000000007 6.5000000000000009 6.9144421629021222 5.5000000000000009 -196.09126984126982 0.35147058823529415 0.41277890466531447 0.046950000000000006 14.033333333333335 0.15244352235810624 675490.50000000012 -1497.4999999999998 0.0043093124404549607 158682.00000000003 1.0000000180025095e-35 5.6503012048192778 0.22199820788530469 1.0000000180025095e-35 182761.16695312504 38655.327053571433 10747.530000000001 60491.536500000009 0.8839065501109219 450.04545454545456 0.031099161133170131 0.033648801967501647 0.36565000000000009 0.054750000000000007 0.058350000000000006 -0.00030090355721767986 0.92041873522476381 57123.585000000006 0.33986357145671398 135842.31818181821 0.080686563326949845 0.10262808272367419 3.558195981034094 0.014933523721992971 753.75000000000011 3.5000000000000004 0.25462962962962971 0.015975539572536949 -0.0141936051659286 0.75941518648091744 0.32305502846299816 138888.90000000002 0.030122539028525356 0.94139115500214687 0.081000000000000003 252.63173355656969 -0.0057761704083532086 0.7163286385707851 -0.0097316671162843687 0.23606811145510839 5.2176341996599476 0.042919766157865531 1.0000000180025095e-35 -1687.9333333333332 724.60162012962326 7.5000000000000009 0.085792524607732873 0.0065317270345985898 0.21699705312676978 -0.028641495853662487 0.014950000000000001 -0.0025465167127549644 5699.489039176894 5.5000000000000009 0.7594174727832349 -0.014495417010039089 0.028163995593786243 -25.499999999999996 0.11370863538246771 0.065050000000000011 5.5554895754180365 -0.044017368927597993 0.0038107289001345639 0.16843971631205676 47.500000000000007 99747.750000000015 -4022.4999999999995 -1946.4999999999998 -0.048661982640624039 0.25529913992122194 85334.923380681837
decision_type=10 2 2 2 2 2 8 10 8 10 2 8 10 2 8 10 8 10 2 2 10 8 2 10 2 8 10 2 2 10 10 8 8 10 10 8 10 10 2 8 2 8 10 2 10 8 10 10 8 10 2 2 10 8 8 2 8 8 2 10 2 10 8 2 10 10 8 2 2 10 10 8 2 10 10 8 2 10 2 8 10 2 2 10 10 8 2 2 10 2 8 2 2 8 10 2 2 8 8 10 2 2 2 8 10 8 2 2 2 10 10
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Tree=99
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split_gain=105.939 50.8891 67.3383 44.0003 42.37 40.568 38.8863 36.1 35.3456 29.4436 25.6761 23.9694 22.0581 34.2408 22.033 21.8516 21.3916 20.6726 19.9264 18.7528 18.7353 17.7842 18.6126 17.7005 17.3794 16.4572 16.6563 15.7279 15.3119 15.1119 15.0478 14.4592 15.7009 14.2699 14.7794 13.9565 13.9195 13.9061 13.8992 14.8651 13.7207 13.5335 17.5319 13.3423 13.2766 13.1632 16.7613 12.9525 12.3998 13.7885 12.2876 12.1865 12.1709 12.1083 12.0994 12.029 11.9757 11.7868 11.7753 11.5622 11.4273 11.9102 11.3455 11.3174 11.2168 11.045 11.0403 11.035 13.6298 12.0499 10.633 12.6146 10.3615 17.8239 15.9039 12.0509 12.8444 10.3509 10.4874 10.0751 11.3267 11.4146 10.1608 10.0271 10.248 9.76011 9.37512 9.35786 9.23621 9.3456 9.21797 9.015 10.4458 8.66924 11.0793 8.60664 8.57355 8.55779 8.42126 8.30994 8.10381 8.03344 7.97328 7.96393 7.9063 10.2456 8.86154 7.84085 7.70765 8.06258 7.66479
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decision_type=8 8 10 10 10 10 10 8 10 10 2 10 10 10 2 2 10 10 8 10 2 2 8 10 10 10 2 10 8 10 2 10 10 2 10 8 8 2 8 8 2 8 10 10 10 2 10 10 8 8 2 2 10 8 10 8 10 2 2 8 10 10 2 2 10 2 2 2 2 2 10 8 10 10 2 2 2 2 2 2 8 10 10 2 2 2 8 8 2 8 8 2 2 2 8 2 10 2 10 2 10 2 8 8 10 2 2 8 8 2 10
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leaf_count=153 168 5815 167 566 16190 12245 14353 27945 552 1296 258 218 1348 353 5316 129 4591 1884 16130 154 3049 173 610 1850 2669 365 804 1099 480 774 312 1414 517 819 1062 254 757 659 361 1208 2475 408 1539 274 394 1742 3074 206 647 2210 202 187 350 1029 519 847 1291 165 415 890 110 180 275 156 640 742 100 1456 4842 558 220 547 106 705 796 386 160 245 230 459 254 200 296 907 1039 717 1315 9784 993 3646 5375 536 94 1039 6015 121 188 874 201 132 577 206 1019 393 1370 184 209 130 2246 107 162
internal_value=0 0.00126013 0.00171644 0.00112502 0.000498341 -0.00346415 -0.00258784 -1.35491e-06 0.00765537 -0.00453833 0.00145338 -0.00407855 0.00100754 0.00365153 -0.00547349 0.00970111 0.00176867 -9.48613e-05 0.00330661 -0.00356146 -0.0017813 0.010494 0.0215595 -0.00099399 -0.000731618 0.00609504 0.0038961 -0.00279673 -0.00910834 -0.00341999 0.000470728 0.0041181 0.00821585 0.00514284 0.00424673 0.00520677 -0.0032113 0.0020265 0.00896889 0.0113045 -0.00414341 0.00174566 0.00555727 0.0127401 0.0117629 -0.00198304 0.00273349 0.0084689 0.014109 0.0098335 0.0127419 0.0167765 -0.0100183 0.00767592 -0.00555065 0.00743758 0.00256487 0.00523951 -0.00230273 0.00896146 0.0107943 0.0160084 0.00963991 0.00342001 -0.00345404 0.00566944 0.0144316 0.00115297 -0.000193082 0.00619277 0.0118738 0.01929 -0.00245502 0.00138889 0.0057377 0.0135559 0.0176736 0.0123063 0.00420741 0.00349324 0.00758563 0.0143598 -0.0025022 0.00529654 0.00720876 0.0233584 0.000574066 -0.00418169 0.000326498 0.00170165 -0.00767695 0.0124166 0.0149594 -0.00724452 -0.00427847 0.0155846 0.01708 -0.0106183 0.00248977 0.000552887 0.00370426 0.00260841 -0.00905169 0.022511 0.00435239 0.0126481 0.0196562 0.0083295 -0.00448411 -0.00711709 0.0163826
internal_weight=0 10767.1 9924.62 9035.11 7824.37 3169.24 2852.71 7190.93 889.515 1847.94 3957.81 842.445 1004.76 618.377 1670.63 264.534 3849.43 1744.13 2105.31 1105.91 3233.11 634.758 63.2081 353.843 482.724 633.439 480.275 2402.22 564.715 2154.84 254.756 177.318 123.917 1210.74 1088.3 31.324 386.386 650.047 571.55 395.964 1068.71 277.049 172.46 215.113 93.9865 638.203 202.248 128.57 203.465 151.279 356.405 187.334 533.391 169.072 296.86 438.251 247.377 344.898 78.4735 187.443 37.2055 30.6567 63.1546 175.586 49.421 153.812 93.3532 830.899 662.282 168.616 101.5 44.6808 419.569 193.277 137.309 61.4692 50.8655 122.442 56.5087 197.051 115.757 54.3991 81.294 434.535 329.096 52.1862 157.455 435.955 521.477 434.793 242.592 153.164 123.556 430.503 250.718 41.7988 46.1458 518.725 82.4245 61.3583 54.2685 131.502 108.382 22.7096 89.5259 28.4213 19.432 28.4141 104.589 88.3978 16.1725
internal_count=201173 115743 104492 97116 84984 85430 73185 81086 7376 50749 40072 11251 22436 13277 46755 4970 38795 18074 20721 30282 41014 5041 777 8307 5436 3898 3115 31109 16473 28719 2335 3994 2698 12132 11091 896 9159 6955 4264 2987 29445 6457 3696 3977 1933 17075 4816 1254 3703 2857 2626 1395 15577 1231 7228 4136 2390 3217 1763 1737 837 683 614 1277 993 1104 919 9905 7891 2014 2181 767 4822 2153 1448 652 546 1041 475 1783 1028 454 755 2750 1946 846 1480 12259 5701 4639 6132 783 630 12370 7054 396 394 15227 860 574 1096 948 1277 503 1931 561 393 262 2761 2353 416
is_linear=0
shrinkage=0.0227381


Tree=100
num_leaves=112
num_cat=0
split_feature=162 123 40 131 158 122 122 151 123 188 122 131 7 8 122 162 190 188 134 196 145 41 40 7 28 153 190 178 125 12 185 178 15 151 184 180 7 45 224 35 18 162 145 197 167 15 180 182 162 206 70 41 41 197 15 149 226 123 184 42 41 41 215 199 218 184 18 182 228 184 42 152 123 41 196 206 221 224 204 13 151 122 221 204 28 216 155 176 219 225 189 155 40 232 121 41 122 185 199 41 132 220 171 207 219 26 18 224 46 71 219
split_gain=102.887 57.845 46.1263 42.0743 37.5296 36.3162 49.5776 31.1702 30.3545 27.4571 26.084 29.6862 24.8375 35.6128 24.0538 22.6765 22.2676 22.1115 22.0584 23.7413 20.3062 18.1072 17.9499 17.5588 17.459 16.4366 17.9704 16.0353 15.7597 15.6223 15.3593 15.0999 14.6132 14.5251 14.45 14.4479 13.9718 13.9297 13.7578 16.0822 14.2155 13.8966 12.88 16.1866 12.8784 12.8783 12.8059 12.7168 12.4523 12.2821 12.0611 11.5025 12.0741 11.4781 11.2967 11.2819 11.2646 11.1562 13.3028 12.0229 11.0862 11.0159 10.9496 10.9471 10.9111 10.8406 10.515 10.5062 10.4686 10.1726 10.0406 9.99353 9.97811 9.92704 9.91415 9.878 9.78115 9.70757 9.66911 9.72339 9.51031 9.47139 9.43761 11.9583 9.42506 9.41162 9.20526 9.11028 9.10153 9.04018 10.0891 8.99168 9.97747 8.95055 8.93875 8.8869 8.72999 8.61687 14.259 13.3738 10.8796 8.52609 8.51438 9.56923 8.47779 9.54764 8.46291 8.37855 8.16022 8.33408 7.9737
threshold=0.92285144819770115 0.86325950362635562 0.70543651601113233 0.2593523299624147 135.32250000000002 0.094939683534505437 0.078984752592741736 -133.49999999999997 0.71632987179002727 0.96981089086352257 0.079579890459222535 0.46327562822213769 21017.250000000004 451660.50000000006 0.10655693913521806 1.0193589463333101 52.500000000000007 0.94469928644240586 0.1439290301846313 0.90080245268830328 845.17266920021132 0.71436725086247044 0.56545909970164387 25008.750000000004 2.5000000000000004 138093.75000000003 16.500000000000004 0.20256410256410259 8.4257357973990441 1.0000000180025095e-35 517.17711038961045 0.38585607940446659 -9875.4999999999982 462.50000000000006 111355.87500000001 36452.027812500011 24594.750000000004 0.71100000000000019 0.0043494224082678565 1.0000000180025095e-35 -1871.4999999999998 0.7870560422327445 599.28872523162545 0.76150069258746245 0.10620300751879701 -9406.4999999999982 5584.4820000000009 -1104.6124999999997 0.76018262974014761 0.0020649504149332647 0.14495000000000002 0.27142053583995096 0.41973262633355329 1.0344088782840097 -17022.499999999996 332.41666666666669 -0.0073834655340760938 0.93807675899945264 51881.625000000007 0.12480000000000001 0.31314102321966769 0.26155244256291216 -0.00046056453720666463 134958.92250000002 -0.0052797831594943992 51118.875000000007 -3900.4999999999995 -801.58571428571418 -0.004711002577096223 30327.750000000004 0.15285000000000001 622515.00000000012 0.99999128212731336 0.83328601199036678 0.50809640475224149 -0.03610915690660476 -0.0029279852751642461 0.0097124129533767718 -0.071286976337432847 1.5000000000000002 -209.49999999999997 0.1154104865122859 0.00090950570302084099 -0.0021382586564868684 2.5000000000000004 0.021119058132171634 65476.125000000007 8.5000000000000018 0.010394194629043342 0.0071026212535798558 0.22874354561101551 39757.916250000009 0.71901943401610735 0.0056934771127998838 0.36084741867824915 0.74424574937031207 0.067135268525123762 369.07757647058821 56196.008139204547 0.42677513402009115 0.025735535059209742 0.0064805445726960906 33.500000000000007 0.036969345062971122 -0.0029323598137125369 6.5000000000000009 -1615.4999999999998 -0.0095296041108667833 0.030050000000000004 0.098550000000000013 -0.0080231763422489149
decision_type=8 8 8 8 10 8 8 8 10 8 10 10 8 8 10 10 10 10 10 10 8 10 10 10 2 10 8 8 2 2 8 8 2 10 10 10 10 8 2 2 2 10 10 8 10 2 8 8 10 2 10 8 10 8 2 10 2 10 10 8 8 8 2 10 2 8 2 8 2 10 10 10 10 8 8 2 2 2 2 2 8 10 2 2 2 2 10 8 2 2 8 10 10 2 10 8 10 8 10 10 10 2 10 2 2 2 2 2 10 8 2
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is_linear=0
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Tree=102
num_leaves=112
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is_linear=0
shrinkage=0.0227381


Tree=103
num_leaves=112
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decision_type=10 2 8 10 8 2 10 10 8 2 10 2 2 8 10 10 2 2 2 2 8 10 10 10 8 10 10 8 10 2 2 10 10 2 8 10 10 10 8 2 8 2 2 2 10 10 8 10 2 10 10 2 10 10 2 10 2 2 2 10 10 2 8 10 10 2 10 2 8 8 10 10 10 2 10 2 10 2 10 8 10 10 8 2 10 8 8 10 8 2 2 10 8 10 2 2 8 10 2 10 8 2 10 10 10 10 8 2 2 8 8
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leaf_count=348 7122 4118 7668 174 21128 8604 3633 89 13335 1883 128 329 662 1475 8294 1639 151 3329 2888 1779 7892 6750 4088 1655 102 2015 1231 728 132 1002 1911 7128 348 905 8814 5307 1280 98 831 567 541 1187 4163 222 145 335 678 303 943 8659 405 209 91 627 176 561 439 390 471 2853 229 1359 123 210 832 458 2309 247 249 2070 359 193 1309 1015 536 109 129 917 4866 96 369 403 225 116 196 345 383 1277 630 990 197 469 304 115 651 243 84 1398 200 629 193 94 2339 2540 1359 660 296 268 270 502 857
internal_value=0 -0.00159808 -0.000504117 0.000170895 -0.000517337 0.000323349 0.00225048 0.00219847 0.0046505 0.00204877 -0.0074452 0.00264946 0.00299771 0.00205029 -0.00539254 -0.00437723 0.0100228 -0.000899017 0.00268123 0.00131993 -0.000173998 0.00315538 -0.00148563 -0.00556589 0.00167081 -0.00178008 -0.00153148 0.0160761 0.00425465 0.00104988 0.00437124 -0.00196502 0.00030367 -0.00367363 -0.000254457 0.0021188 -0.0040073 0.00606186 0.00536798 0.00989508 0.00435113 0.00604562 0.0040527 0.0208347 0.0243494 -0.00425924 -0.000518011 0.00227495 -0.00465862 -0.00305889 0.010654 0.0052841 0.00960845 -0.00130167 0.000891539 -0.00279962 -0.00119593 0.00711187 0.0150667 0.00554086 -0.00269405 0.00337839 -0.00642118 0.0115148 0.000318447 -0.00665625 -0.00352069 -0.000830303 -0.00519972 0.00512168 0.00670133 0.00875359 0.00480283 -0.00845011 -0.00392441 -0.00937647 0.0129551 -0.00280909 -0.00264217 0.0103571 0.00328186 -0.0113209 0.013939 0.00368415 0.00283094 0.0108855 0.0126764 -0.00257 0.00153959 -0.00486841 -0.00248243 0.00211597 0.00710669 0.0130276 -0.000829845 -0.00211833 0.0277444 -2.65392e-05 0.00501308 -0.00591291 0.0181484 -0.0044221 -0.00985016 -0.0112986 -0.00471403 0.000624698 0.0102346 0.0134142 0.0040948 0.0135991 0.00950067
internal_weight=0 7492.42 5823.28 5314.81 4975.39 4142.4 2248.76 6437.92 1273.91 6387.67 508.473 5471.84 5201 3727.23 1669.14 1437.84 339.422 974.856 968.621 3162.82 1747.92 1414.9 1388.12 1202.24 235.596 229.978 915.827 143.09 45.7425 519.695 1173.21 1893.64 816.527 1077.11 797.113 496.014 478.842 564.405 1473.77 256.544 1217.23 854.065 636.941 97.3472 79.5043 1026.04 451.718 285.699 832.987 632.645 305.288 174.734 108.682 219.681 173.904 125.778 196.183 515.539 72.8402 442.698 241.691 132.024 107.167 217.124 363.164 1028.34 383.493 283.27 166.02 196.332 181.964 159.537 359.801 644.845 270.843 200.342 66.0174 220.032 258.605 67.977 116.791 231.299 24.6643 112.515 137.442 37.6456 30.4399 128.7 87.2503 396.132 270.488 128.472 71.0352 49.4618 99.7967 66.0518 67.9076 95.7822 143.131 108.294 50.2488 48.8669 516.145 406.224 495.203 107.505 56.6508 48.2552 31.1745 39.4129 48.1254
internal_count=201175 151176 111124 99120 94479 77439 38781 49999 20261 49717 12004 42740 40321 29668 40052 31355 4641 18520 16223 25433 14764 10669 11980 26906 4449 4336 6977 1845 666 3671 8661 38658 16290 22368 15942 8636 9884 4235 10653 1772 8881 6101 4704 1179 957 21463 3227 1976 17040 12813 4038 1205 753 1544 3878 2845 3845 3812 569 3243 2008 2321 750 1397 2780 23028 8105 5796 1251 2796 2622 2263 2784 14923 2419 4227 432 1748 5324 444 2206 8697 472 794 2135 541 515 2922 1645 3306 2316 1085 616 419 1594 452 812 1837 1032 2284 282 423 12001 9662 10678 2019 962 834 538 604 1033
is_linear=0
shrinkage=0.0227381


Tree=104
num_leaves=112
num_cat=0
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split_gain=95.9398 54.2477 44.0265 34.8374 30.1608 28.3164 26.3837 25.7731 25.0853 21.7944 25.6608 25.7774 20.9284 20.3681 20.2234 20.1498 19.1507 18.8001 18.5869 18.4528 18.2543 18.2309 20.5474 17.0792 16.699 19.0011 16.3784 18.0356 16.2136 15.6206 15.4469 14.883 14.8401 15.134 14.9667 14.7214 21.1454 14.374 14.1454 13.9856 14.5983 15.058 13.7359 13.5919 13.2907 13.1108 12.9207 12.8993 12.8932 12.3048 12.2765 12.0045 11.9479 11.8791 11.6542 12.5758 11.6441 11.0794 11.0255 10.9391 10.8519 10.987 10.8045 10.7556 12.033 10.6903 10.6197 10.5986 11.4736 10.5776 10.4811 10.3879 12.6966 10.3746 10.0943 10.082 11.5869 10.0343 12.4283 9.85711 9.70219 9.5413 9.50426 9.49523 9.5988 9.44986 9.42456 9.29236 9.33305 9.26658 9.23426 9.1198 11.553 10.2372 8.97824 8.97134 10.0383 8.74519 12.0094 12.1118 11.5957 8.77963 8.73526 8.6481 8.6256 8.94687 13.9546 11.0409 8.61152 8.57442 10.9217
threshold=0.59901191163793355 0.17965259780118145 0.86325802109828598 6.3750855578370986 40.150877765173014 -59.499999999999993 0.088666272347944206 0.24642681123721785 -12269.499999999998 55.500000000000007 0.17693532586765701 28.242299794661196 25.556466302367948 0.67156862745098056 16.567117117117121 0.14373823094433533 0.038550589240377305 780185.25000000012 1.5000000000000002 0.86326078700813502 675490.50000000012 0.22952115678204388 1.5000000000000002 319294.26000000007 -10077.499999999998 56314.500000000007 4545926.1900000004 0.52437833734890771 251976.12923076926 0.064738508252855584 -0.0078668603673577291 18.263523391812871 0.040161290322580652 32650.687500000004 0.3816526610644258 8.6748802190280649 -0.0029677001293748613 -420.49999999999994 1.0000000180025095e-35 28.924501424501429 16.500000000000004 13492.830937500001 -585.23611111111097 -716.38181818181806 0.267948717948718 -0.0023923732805997129 32.607692307692311 17.882843137254905 124115.22000000002 1804.6241762342138 592785.00000000012 -2529.4999999999995 3.5000000000000004 -1470.9499999999998 0.04776161961790705 2.3529181086711222 1379880.0000000002 780085.12500000012 0.032054305076599128 -13788.499999999998 0.8377192982456142 66342.214285714304 0.093359757956195902 533.59810094599152 5.9377155172413802 0.26106541323932636 0.67842300549372092 2.5000000000000004 -0.004892415599897503 -0.0011596542899496851 0.011404637712985279 -0.0054704793728888026 0.65290622530725595 0.20131129053149918 0.055550000000000009 0.84206172992380546 41.500000000000007 -1372.9843749999998 0.011250000000000001 -0.032941464334726327 102.50000000000001 2.5000000000000004 0.0034895385615527634 3.5000000000000004 0.061784259974956519 0.043749485653452123 0.73798627002288331 -1584.633333333333 7.007142857142858 -0.011916680727154015 -0.0012152104754932223 81112.500000000015 -1595.9444444444441 0.95020661157024799 0.044773044300931555 0.47649763743870482 0.046619830868468097 0.72453917924931643 -529.49999999999989 -389.49999999999994 -4194.4999999999991 0.0011500000000000002 425169.00000000006 0.0041544378949937445 -0.033632664009928696 0.18750000000000003 0.00071704588481225084 12.36824093086927 117.50000000000001 0.029150000000000002 13.500000000000002
decision_type=10 8 8 2 10 8 10 10 2 2 10 2 10 8 8 10 8 8 2 10 10 8 2 10 2 10 10 10 8 8 2 10 8 8 10 2 2 8 2 10 10 10 8 8 10 2 8 8 10 8 2 2 10 8 10 2 8 10 2 2 8 10 10 8 8 10 10 10 2 2 2 2 8 10 10 8 2 8 8 2 10 2 2 10 2 10 8 10 10 2 2 10 8 10 10 8 10 10 10 8 2 10 10 8 2 10 2 2 10 8 10
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Tree=107
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decision_type=8 2 10 10 10 8 10 10 10 2 10 8 10 2 8 10 8 10 10 2 8 10 10 8 8 8 8 8 10 10 2 8 10 10 2 10 10 10 10 8 2 10 10 8 10 8 10 10 10 2 2 2 8 10 2 10 8 8 2 10 8 10 10 10 2 2 2 2 10 2 2 10 10 10 10 2 10 8 2 2 2 2 10 10 8 10 10 2 2 10 2 8 8 8 10 8 2 10 8 8 10 10 10 2 2 10 8 2 10 2 2
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leaf_count=1292 11706 872 1309 2985 2644 1669 157 534 1109 475 94 2064 3289 881 12125 462 2692 403 247 96 1646 503 1074 289 2940 621 3141 618 2493 3934 14506 5912 2928 12172 586 227 225 595 440 2679 244 1123 8363 1425 662 7858 3507 604 147 613 478 1789 1364 751 11193 912 1588 354 1538 158 353 119 1515 826 483 563 2941 3102 186 244 369 314 377 175 106 602 210 81 939 389 292 595 441 364 4027 552 2878 447 514 1645 428 136 856 2967 698 1517 112 2318 658 5427 818 2612 134 441 3473 943 508 233 425 454 731
internal_value=0 -0.000864664 7.03745e-05 -0.000915771 -0.00196313 -0.00310091 0.00304463 -0.00466081 0.00229821 0.00383214 0.00210571 0.00571302 0.00320961 -0.00538062 -0.00454692 0.00446875 0.00986823 0.00179343 0.00184384 -0.00368101 -0.00212414 -0.0013648 0.00151103 -0.00142679 -0.0021125 0.0010972 0.00283249 0.00244201 0.00303611 0.00392156 -0.00312079 0.00482264 -0.00804916 -0.0024123 -0.00363088 0.00312488 0.0161728 -0.00282887 0.00715334 -0.003189 0.00251204 -0.000273022 -0.0013517 0.00323537 -0.00744913 0.00139066 0.00238789 -0.000886636 0.00502937 0.00497945 0.00911356 0.00473016 -1.97484e-05 -0.00244771 -0.00500163 0.000796035 -0.00180663 -0.00418437 -0.00661204 0.013462 0.012558 0.0179158 0.00618175 -0.00325289 0.00492657 0.0030545 0.00114061 0.00649933 -0.00348409 0.00443886 0.00505001 0.00927322 0.00503636 0.0132706 0.0163092 -0.00570621 0.00616664 0.0152734 0.00288835 0.00142153 0.0010645 0.00666246 0.00367848 -0.0021704 -0.00303949 0.00360881 0.00771726 0.0103417 0.00342871 -0.00862637 0.00470087 0.007345 0.00310611 0.00595934 -0.00279014 -0.00646739 0.0150146 -0.00623821 -0.000939326 0.00108589 -0.00392169 -0.00880668 -0.0103905 -8.07591e-05 -0.00533775 0.00468186 0.00839619 0.0155354 -0.000549553 0.0154274 -0.00398481
internal_weight=0 10237 8220.57 6260.13 4724.03 3638.27 3652.76 2016.39 1536.1 1202.53 2983.89 913.756 1960.44 1875.54 2403.85 1537.45 398.658 2928.57 1085.76 1265.55 942.438 422.994 2864.7 688.258 288.775 1023.89 734.062 2176.45 1981.95 1480.48 1623.78 544.077 323.117 1482.83 782.103 130.066 55.3167 189.985 668.867 333.57 1876.74 1234.42 1031.76 145.837 780.068 1425.2 515.098 280.008 95.5166 128.121 93.2952 1315.66 107.897 164.814 652.038 142.688 98.0838 294.872 509.35 252.821 61.8724 43.7343 235.09 289.824 480.328 853.994 556.345 297.648 194.497 56.6501 202.662 116.09 160.335 45.6217 56.9709 193.259 424.754 47.6569 83.1382 87.4245 114.713 63.3877 80.5571 663.113 605.405 102.803 461.669 278.871 182.798 672.172 377.097 239.855 162.259 451.538 157.128 105.852 77.596 230.766 86.5713 594.855 557.316 609.983 451.685 137.242 237.275 140.855 93.2317 48.3289 44.9028 31.9818 158.297
internal_count=200843 174303 130774 105361 81313 63382 26540 43529 24048 17390 22061 12440 25413 40886 45459 19237 4750 21742 17931 25703 20464 6176 21339 5655 4950 17212 12292 15684 14180 18669 29663 8556 5239 26678 18144 2855 319 3736 4479 6658 13562 17923 15459 1900 15796 10351 7690 4111 1408 1594 1091 16168 2026 2501 15289 2558 2174 4582 12731 2850 719 472 3579 4920 3187 10540 6875 3665 1504 430 2464 1437 2320 552 568 3542 2704 291 1293 1261 1768 887 1192 5498 5134 1661 5628 3325 2303 13770 2413 1532 992 3211 2311 1613 540 4997 1027 7096 4845 15183 11840 881 4094 2643 1700 741 959 681 3343
is_linear=0
shrinkage=0.0227381


Tree=108
num_leaves=112
num_cat=0
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split_gain=91.153 48.5245 40.7756 35.8997 33.4336 31.5143 36.2772 26.6735 26.2484 23.6362 27.1276 21.8191 20.481 19.2745 19.1272 20.4773 18.5287 17.0678 16.7605 16.6055 16.5694 16.5541 16.9724 16.3338 18.5642 16.2382 16.0673 19.119 16.0238 15.2435 15.9397 14.9073 14.8066 18.7188 14.6935 14.6251 14.2934 17.9865 14.2799 14.1707 15.1634 13.653 12.6415 11.9652 11.8782 11.7463 11.39 12.2345 11.3 11.1135 11.0661 14.6918 11.0036 10.8052 13.4921 10.7385 12.8176 10.6832 10.6421 10.5234 10.4997 11.2349 17.3475 15.5058 13.2085 12.5723 13.8948 12.5499 10.6914 10.4948 10.425 10.4203 11.0056 10.3666 10.3411 10.2754 11.2074 10.1701 10.0638 9.97379 12.9497 9.95469 11.1263 9.84403 9.83395 9.79996 9.73915 9.65872 9.59063 9.49015 9.41379 9.40515 9.39004 9.32172 9.25468 9.10851 9.06852 8.9527 8.91706 8.82722 8.79915 8.57103 8.51156 8.45071 8.28175 8.85072 8.25209 8.19287 8.15315 8.12943 8.12908
threshold=0.56368415197090183 1.0000000180025095e-35 0.71633168921877466 0.089325588521316279 0.99999155902861792 11.500000000000002 1.0000000180025095e-35 0.09741734110711861 206.60769230769233 8955.9900000000016 0.19263904351396466 0.21959869286495803 34.736481861738547 -4184.4999999999991 55426.26631929048 32650.687500000004 1.5000000000000002 0.11324786324786326 0.24487183168394758 0.0062534045428037652 0.0294062280029132 108.89654874652665 -0.0038267505588009949 0.15104406044495239 0.4183544367950976 -543.49999999999989 0.032859720776855533 -519.49999999999989 0.77689869868056916 0.0046500000000000005 -0.013317908160388468 5897.0700000000006 21017.250000000004 0.039330322731687219 185644.56262500005 0.40690000000000004 28.841889117043127 0.43140590664504724 1915601.7277500003 0.03591531030349035 0.057707232572006016 0.045450000000000011 0.022050000000000004 -0.0087869917042553407 8.5000000000000018 4.0887357954545465 3.5000000000000004 -0.0043243947438895694 1.0000000180025095e-35 -0.030805414542555806 36218.375000000007 77564.125000000015 0.14705000000000004 0.65444837686964485 782.57931795260481 -0.013200516346842049 0.43317945386697593 1200.4719642857146 141558.75000000003 0.30926075541346065 0.018317107111215595 1.0000000180025095e-35 0.117105904571285 0.003987939329817892 0.016495121874082436 -625.49999999999989 0.067550000000000013 0.97231800766283538 0.020061801187694076 -2506.4999999999995 0.0013827126240357759 -351.49999999999994 0.61779198566041982 0.10696288706358291 799.7903017443399 -453.49999999999994 -11008.499999999998 0.043496406956863735 0.95973108319139544 35264.250000000007 -0.01625865418463945 0.89381391506680685 0.014080120250582697 0.010599500000000001 0.060843871242701575 0.15812891910032137 71209.617187500015 -16176.499999999998 1.0450471666998773 0.94542422201865484 7618.8909375000012 -417.49999999999994 0.15831244778613202 5.7316906228610547 -0.015425838995724915 -1312.4999999999998 0.040045466274023063 281792.53571428574 28981.867500000004 0.0085244999999999505 -752.49999999999989 0.066950000000000023 11.500000000000002 0.44994469688877542 -0.026790630072355267 -0.044098880141973489 0.032054305076599128 0.99998833216138538 -0.0045290256384760133 0.0068826719652861365 -0.030143520794808861
decision_type=8 10 8 8 8 8 2 8 8 10 10 10 2 2 10 8 2 10 10 2 10 10 2 10 10 2 8 2 10 10 2 10 10 2 10 8 2 8 10 10 10 8 10 2 8 8 2 2 2 2 10 10 10 10 10 2 8 8 8 10 2 2 2 2 2 8 10 10 2 10 2 8 8 10 10 10 2 2 8 10 2 8 2 2 10 2 8 2 10 8 10 10 10 2 2 8 2 10 10 2 10 8 10 10 2 2 2 8 2 2 2
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Tree=110
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Tree=111
num_leaves=112
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split_gain=74.4787 108.192 59.6036 47.8075 44.8167 42.3161 39.9374 54.7436 39.2018 41.5601 27.6031 23.9076 23.5787 23.3012 22.6203 21.2824 21.0941 20.0246 19.0299 20.708 18.9875 18.9841 18.7616 18.2497 18.0031 17.8405 17.7324 17.2568 17.2519 16.7633 16.46 16.3625 16.1901 16.1683 15.941 15.3973 15.308 15.2877 15.122 14.9368 14.6986 14.3737 13.7739 12.4 12.2928 11.4478 11.3856 10.9679 12.3097 10.9101 10.7868 10.5485 13.4503 10.4444 11.3895 13.7917 10.4037 10.278 10.1123 10.8038 10.0159 9.93863 9.54049 9.53188 11.6709 9.27295 9.17386 9.08111 8.87525 12.1368 8.8528 9.79232 8.83488 11.1296 8.75193 9.1268 8.66455 8.64921 8.61745 13.6265 8.61069 8.52052 8.79968 10.0111 8.51058 8.47943 8.42576 11.0287 8.40491 8.3133 8.2892 8.28187 8.2291 8.74675 8.18419 8.245 8.14473 10.1705 8.30626 7.99722 7.83463 10.4238 7.79635 7.66126 14.2649 10.2833 10.1073 7.8925 9.77894 7.87722 7.51402
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decision_type=8 10 2 10 10 8 2 10 10 2 8 10 10 10 10 8 10 10 8 2 8 10 8 8 8 2 10 2 10 2 10 2 10 8 2 10 10 10 2 8 8 2 8 10 10 10 2 2 8 2 2 2 8 10 10 10 10 8 8 2 10 2 2 8 10 2 10 2 8 2 10 2 10 2 2 10 2 10 8 10 2 2 2 10 8 2 8 8 8 8 8 2 10 2 10 2 10 8 10 2 10 2 10 8 10 2 8 2 10 10 2
left_child=1 2 10 89 13 11 7 12 9 16 29 26 21 38 34 100 28 27 19 -14 -15 56 33 -17 -18 -23 53 60 -8 103 47 -20 -25 -11 102 40 46 -36 39 65 68 -24 63 94 72 77 49 -22 -49 50 -31 84 -53 66 61 -56 -7 92 -40 78 -5 -55 -54 64 80 -3 -4 -28 69 -12 71 74 110 -74 88 -76 -50 99 79 -60 -6 82 83 -41 -13 -65 87 -48 -37 -2 -66 -64 93 -45 95 -29 97 98 -62 -38 101 -10 -9 104 105 106 -1 108 -106 -105 -42
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leaf_count=329 11528 108 651 1542 156 3859 2963 912 446 5659 211 141 3055 317 4686 2724 18420 2326 2991 545 125 6772 2106 3343 4712 3665 387 502 11789 1260 131 9508 1164 2473 16799 736 169 5879 450 118 2789 3805 159 401 463 1919 206 97 615 891 3522 140 82 2488 1171 101 259 585 965 167 537 1305 1190 224 135 254 190 1112 8807 1012 689 1164 534 371 112 1057 123 339 497 506 1945 578 395 561 147 447 2223 2562 1281 2933 394 87 125 92 228 474 314 116 127 215 112 181 304 2463 281 670 251 382 140 148 4433
internal_value=0 0.000634321 1.87457e-05 -0.00532583 0.00779152 0.000815452 0.000315101 0.00162608 -0.00153077 -0.00253917 -0.00328481 0.00545387 0.00367916 0.0111045 -0.00113408 0.00411504 -0.00437142 -0.000314803 0.00564471 0.00940083 0.0219745 0.00149956 0.00134462 0.00236902 -0.00686408 0.00307183 0.00335658 0.00241643 -0.00221039 -0.00148523 0.0263445 0.00384573 0.00532914 0.00377635 -0.00047493 -0.00679182 -7.22467e-05 -0.000875001 0.00924153 0.00508271 -0.00847181 -0.00272105 0.000812369 0.00660652 -0.00465362 0.00492409 -0.00146112 0.0303148 0.0332892 0.000863419 -0.000745404 0.012055 0.0142188 0.00473309 0.0057837 0.0110998 -0.00302311 0.0116035 0.0126164 0.0143065 -0.00284794 0.00365802 0.0161262 -0.000437436 -0.002608 0.0154488 -0.00329618 -0.00580129 -0.0119727 -0.00105979 -0.000597051 0.00173396 -0.0058729 0.00410207 0.00507784 0.0121865 0.036406 0.01075 0.0155813 0.0121851 -0.00524879 0.0023305 0.0054192 0.00921318 0.000392245 0.00648149 -0.00428437 -0.00140358 -0.000361436 -0.00949207 0.00616135 0.0175225 0.0184533 0.0219744 0.000800467 0.00351444 0.00267093 0.00672837 0.0106545 0.00367829 0.0161253 0.0191136 0.00979998 -0.00553685 -0.0021666 -0.00662246 0.000148747 0.00574962 0.0119966 -0.00866125 -0.00737807
internal_weight=0 12688 11691.1 1176.58 996.905 9424.67 8515.3 4979.65 3535.64 3003.85 2266.43 909.369 2853.95 672.563 2125.7 531.789 2040.25 538.336 1493.48 471.882 84.8184 1360.47 963.6 473.28 938.738 1011.57 699.953 388.547 1101.52 1505.92 70.4832 1021.59 325.967 603.346 1978.44 760.508 1123.03 1911.87 587.744 272.944 595.775 360.254 324.342 215.128 294.553 239.513 883.515 60.3819 53.7055 487.827 402.903 209.416 175.053 612.104 543.406 144.849 348.905 111.004 314.8 266.727 173.419 398.557 159.4 309.875 239.956 48.9408 68.6976 87.8492 301.222 35.8171 164.733 141.676 278.302 34.5429 107.447 41.9529 48.2956 93.865 246.367 188.173 187.073 224.003 147.494 96.1932 34.363 69.9192 395.688 232.393 65.4938 638.244 52.8823 149.212 50.5718 41.9015 104.123 90.8581 84.1135 61.9642 52.002 53.0222 58.509 50.0187 66.5748 382.896 191.206 123.242 61.4949 67.9641 35.8601 191.689 243.759
internal_count=201249 179419 169952 21830 9467 128323 119131 59234 59897 51927 41629 9192 30654 6007 28580 7970 37884 7369 16099 3600 1408 14555 14043 7231 23132 10437 7405 5043 14752 17970 1091 12499 4507 8132 23894 23659 13306 22678 4599 2014 18620 5911 3460 2407 8590 2642 10664 960 835 5673 4782 1787 1499 5906 5065 1272 4118 1203 2585 2135 2636 3793 1359 3301 2630 362 841 1499 10030 1223 5039 4350 8127 905 3186 1169 738 723 1968 1471 2101 1652 1074 679 288 671 4991 2768 2017 14461 529 1277 618 493 1204 976 1094 780 664 384 739 627 1216 4664 2053 1250 580 803 421 2611 7222
is_linear=0
shrinkage=0.0227381


Tree=112
num_leaves=112
num_cat=0
split_feature=130 11 122 7 180 189 134 185 182 15 131 195 199 183 126 188 178 1 230 18 195 178 195 151 144 186 123 7 123 134 130 179 215 123 16 135 178 180 215 180 39 224 47 161 39 15 122 161 18 142 179 144 183 149 126 214 58 7 210 199 156 131 179 189 151 18 203 145 134 192 199 41 170 130 35 187 232 154 224 5 170 225 207 187 142 199 41 179 93 179 41 128 179 194 90 185 122 149 195 134 203 144 7 188 233 17 196 161 230 11 39
split_gain=82.7311 45.5247 38.3214 43.5459 42.2698 31.5046 30.7139 26.6271 25.1752 24.2937 23.9921 23.8085 23.334 21.8799 21.6111 21.5739 23.6342 20.5745 19.8393 19.3626 19.2567 19.1815 18.1669 17.9904 18.7739 16.6055 16.344 16.2931 16.9342 15.9505 16.8409 15.6265 14.9054 17.644 14.5441 14.5 14.4431 14.1298 14.1042 13.664 13.5969 13.4565 13.2936 14.6 13.1103 19.1498 14.8889 12.9583 12.7942 12.7148 12.36 12.2349 12.1455 12.1136 12.0633 11.9865 11.9399 12.579 13.1678 14.7935 11.8477 11.8331 11.8165 11.7907 14.318 13.204 11.7515 11.7229 11.6939 12.7253 15.2778 11.6125 11.5313 11.3701 12.0042 16.2977 11.2402 13.0466 11.1589 11.0869 12.3219 10.9968 10.9746 10.8129 10.7485 10.6468 10.6345 10.568 11.1098 10.4339 12.2402 11.8872 10.223 11.8209 10.1754 11.6588 10.1501 10.1489 10.032 12.1347 11.2166 9.88869 9.8715 9.849 9.71207 9.62766 9.59425 9.33669 9.96276 9.33352 9.21276
threshold=0.56832647396324398 2.5000000000000004 0.046591233726282176 16715.250000000004 9261.639000000001 0.21448748991121874 0.49357626953718753 4.0887357954545465 -610.98412698412687 -10608.499999999998 0.12703814675403988 19.878583128583134 114957.15628859188 -1210.4999999999998 0.098490037382437085 0.63170987169416082 0.55718954248366026 1.0000000180025095e-35 0.01178888324648142 -3404.4999999999995 19.355197132616492 0.13961038961038963 20.853912601626021 -751.49999999999989 -97.499999999999986 900.00000000000011 0.7163316205458331 29117.250000000004 0.87320936753784273 0.39440877372753519 0.66620980374305905 1.0621789877501577 -0.0031976735917851325 0.90448973729360926 -1844.4999999999998 0.371567126764831 0.3585714285714286 10628.091000000002 0.013247180730104448 3438.1800000000007 0.27490313577628106 -0.017027866095304486 0.077600000000000016 0.30217414994639613 0.4928223143623458 -17989.499999999996 0.051441872559271913 0.95082210960693969 -4215.4999999999991 -1566.8485714285712 1.0621789877501577 -656.49999999999989 -2792.4999999999995 -470.77499999999992 0.19130713505399505 0.012185792438685896 0.98685000000000012 26583.750000000004 -0.0064411291386932126 23328.884273984444 848355.75000000012 0.30620303291069367 0.8075621209102023 0.39631140574536811 820.50000000000011 -3964.4999999999995 0.060672204941511161 627.26798011347103 0.2974077212558407 1.7211111111111113 98915.347640810287 0.14509547980217227 11.759615384615387 0.72109257722551434 1.0000000180025095e-35 13.139211886304912 -0.0055441528093069783 2008680.7500000002 -0.024729284457862374 71997.750000000015 19.509259259259263 -0.006013165693730115 0.010461455676704647 10.00359712230216 -1042.9687499999998 50144.897440257359 0.28151900404279145 0.99999271348128582 -442.49999999999994 0.67487559265921526 0.27142053583995096 31487.681250000005 0.97350035084337783 0.24837662337662339 1.0000000180025095e-35 232.08801198540911 0.085823215580264928 -50.310096153846146 25.556466302367948 0.24658924836309701 -0.019534718245267865 -155.49999999999997 22803.750000000004 0.90496715927750426 -0.0079879625700414163 -9350.4999999999982 0.54733811018604239 0.46730592048044745 0.0078581371344625967 1.5000000000000002 0.33790689767322551
decision_type=10 2 10 10 8 8 10 10 10 2 8 8 10 8 2 10 8 2 2 2 10 10 8 8 10 10 10 10 10 8 10 10 2 8 2 10 8 8 2 10 10 2 10 10 8 2 10 10 2 8 8 10 10 8 2 2 10 10 2 8 8 10 10 8 10 2 2 8 8 8 10 8 10 10 2 8 2 10 2 2 10 2 2 10 8 8 8 10 10 10 10 10 8 10 10 8 10 8 8 10 2 8 10 10 2 2 8 8 2 2 8
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Tree=115
num_leaves=112
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decision_type=8 8 2 10 2 10 2 10 10 10 10 10 10 10 10 2 8 10 2 8 10 10 8 10 8 8 8 10 2 10 10 8 10 10 10 10 2 2 2 2 10 10 10 10 2 10 2 8 8 10 2 10 8 10 2 10 10 2 2 10 8 8 2 10 2 2 2 10 2 10 2 2 10 2 10 8 8 2 10 2 10 2 2 2 8 2 10 2 10 10 2 8 2 2 10 2 2 8 2 8 2 2 2 10 8 2 8 10 8 10 8
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leaf_count=300 182 274 458 177 1350 11565 3804 379 9607 4094 1472 253 257 2506 617 624 2270 169 3022 291 486 915 396 2290 908 120 6557 507 1308 2111 180 427 228 793 19482 1353 1090 253 334 621 189 3050 212 520 10290 472 831 215 321 111 692 128 546 363 587 571 82 387 811 173 782 7727 386 15045 1200 1499 90 6829 2376 3595 525 488 2192 2475 983 255 959 168 605 110 137 659 696 319 682 4009 183 900 632 1573 1034 342 919 138 463 821 1283 5612 4226 250 2555 1123 668 237 197 2068 8175 364 5724 638 1608
internal_value=0 -0.00162104 -0.000758977 0.00156272 -0.00240489 -0.000499054 0.00143484 0.00223043 0.00181554 0.000873707 -0.000495659 0.00214027 0.00442838 0.00326166 -0.00121579 -0.0012605 -0.00527458 0.00124646 -0.00177391 -0.00233366 0.00403146 0.002744 0.00935595 0.00580322 -0.00238286 0.00420717 0.00386077 0.0133082 0.0164293 -0.00615367 -0.00605535 0.00908886 0.0113034 -0.00127016 -0.00286699 0.000171592 0.00440544 0.012444 0.0141329 -0.00665837 -0.00773648 0.00782102 0.00256436 0.00213986 0.00142259 -0.00565068 0.0124291 0.000144717 -0.000564487 0.00515207 0.0027298 0.0203623 0.00451134 0.00422897 0.00465596 0.0061686 -0.00289995 -0.00383307 0.0041916 0.000182797 -0.00490595 -0.006611 -0.000181848 -0.00767241 0.00395242 0.0105733 0.0120898 -0.00820831 0.0021649 -0.00259511 -0.0012655 0.00706966 -0.00201231 -0.000979647 0.00358377 0.0131491 0.00370187 -0.00510534 0.00637969 0.0156583 9.56189e-05 -0.00711724 0.00222174 -0.00511576 0.00243486 -0.00884258 0.00755422 0.000446618 -0.0049276 0.00717547 -0.00463013 0.0128737 0.0184565 0.0107798 0.0155533 -0.0014366 0.00180655 -0.00250267 -0.00349406 0.00415208 -0.00280999 0.00150155 0.0046409 0.00130081 0.0216425 -0.00445576 -0.00568774 0.0062468 -0.00643772 -0.0115315 -0.00377797
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is_linear=0
shrinkage=0.0227381


Tree=116
num_leaves=112
num_cat=0
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split_gain=65.4331 52.2894 46.471 39.8549 38.6808 29.3153 26.4422 25.1106 24.3395 23.5511 26.8674 24.9906 21.4707 20.4292 20.3635 23.3085 19.6092 20.9177 19.597 23.1494 18.7324 18.449 19.3955 24.5432 18.0077 16.0507 15.9706 15.4869 15.3466 15.0399 14.9566 20.0643 14.9465 28.9798 16.5725 14.563 14.5425 14.5279 14.4326 14.3729 14.2341 13.8686 13.4854 13.2506 13.0555 12.7784 12.7666 12.5911 12.5661 12.1106 12.8665 12.0792 12.0279 11.6462 11.629 11.5168 11.268 18.2495 14.5794 13.5498 11.2526 11.2033 11.1868 11.0356 11.0243 10.8346 10.7767 10.7448 12.6118 10.9912 10.7288 10.7265 10.6697 10.5504 12.6673 10.4096 10.368 10.3169 10.1949 10.3154 9.96592 14.803 9.95053 11.5074 9.93088 9.87063 9.80156 9.79151 11.0235 9.68111 9.59334 9.59275 9.58098 10.3683 9.78631 9.5452 9.20993 9.12937 9.06676 9.02443 8.90035 8.92611 9.49899 9.32548 8.79491 8.98899 8.77504 8.70728 8.61924 8.51346 8.48368
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decision_type=8 10 2 8 2 10 2 10 10 10 8 10 2 10 2 10 10 10 2 10 8 10 8 8 8 10 2 8 2 8 8 8 8 10 2 2 8 2 10 8 8 8 2 8 2 10 2 8 10 10 2 2 10 2 10 10 2 10 10 8 10 2 2 2 2 2 8 8 10 10 2 2 2 10 10 2 2 8 8 10 10 10 2 2 2 10 2 10 2 10 10 8 8 10 8 10 8 10 2 8 10 2 8 2 8 2 10 8 8 8 10
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Tree=119
num_leaves=112
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decision_type=10 8 10 10 10 2 2 10 10 10 8 2 2 10 10 10 8 10 2 10 2 10 10 10 8 10 10 8 10 10 8 10 2 10 2 2 2 8 8 10 2 10 2 8 2 10 2 8 2 10 10 8 10 10 10 10 2 10 2 10 8 8 8 2 2 2 2 10 2 10 8 8 8 10 10 10 10 10 10 10 10 2 2 2 8 2 10 10 8 10 8 10 2 2 2 10 2 2 2 8 10 2 10 2 2 8 2 2 2 2 10
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leaf_count=303 158 8484 1396 430 829 386 159 100 1123 86 3889 128 451 1408 8077 692 853 359 2835 973 1291 11536 929 514 119 431 923 628 922 23050 278 498 277 1910 124 260 931 984 19625 113 445 282 763 370 3129 436 994 1204 2009 174 632 4851 779 5036 281 3191 1061 1079 165 5297 604 11759 198 327 314 667 1983 832 264 1531 13479 690 98 1165 170 99 1493 826 387 12127 2415 659 960 376 2092 205 508 449 161 94 1236 584 122 249 713 1008 754 237 1499 502 940 175 129 160 649 383 2689 250 163 949 99
internal_value=0 -0.000374497 -0.00176013 0.00116197 0.000464033 0.00575365 -0.00077754 -0.00128998 0.00759796 -0.00208102 -0.00250147 0.00289725 -0.0019185 -0.00184002 -0.000248788 0.00314122 0.00366952 0.0098664 -0.000867203 0.00405341 0.00203257 0.00170688 0.000699144 0.00648486 0.00440966 0.00163867 1.23472e-05 -0.00437501 -0.00145619 0.00047488 -0.00422112 0.00732468 0.00495292 0.00877696 0.0124953 0.0169976 0.00372703 0.00433886 -0.00505445 -0.000841038 0.0110676 0.0124478 -0.00220086 0.00465365 -0.000199627 -0.00345351 0.00690998 0.00502281 0.0137866 -0.00423785 0.0045929 0.0050553 0.00243151 0.00708813 0.00836478 0.00544066 0.00619996 0.00419226 0.0144003 -0.00232941 0.00325194 -0.00339645 0.00793307 0.00359397 -0.00121504 0.00584954 0.00219085 0.00748901 0.0201604 -0.00459551 -0.00549604 0.00987265 0.0177028 -0.00363791 0.009577 0.0129979 -0.00327301 0.00492766 -0.00802042 -0.00862828 -0.00310913 -0.0109113 0.0232039 0.0114328 0.0117514 0.0105106 0.00400218 0.0012415 0.011182 -0.00138245 -0.00121839 -0.00089364 -0.00999998 -0.00111926 -0.00498589 -0.00120356 -0.00148114 0.00423601 0.00962275 0.00968761 -0.00438719 -0.00882742 -0.0064716 0.0211433 -0.00326541 -0.00154725 -0.00182516 -0.000200043 0.0118747 0.0156891 0.0159911
internal_weight=0 12015.2 6317.07 5698.17 4954.55 743.622 3284.47 5885.44 629.313 4635.79 4358.73 1670.08 3914.38 2587.49 1561.05 696.976 1525.26 499.714 2749.38 1793.15 987.886 971.941 873.48 805.265 277.062 1249.65 881.299 1165 394.415 1800.81 114.309 304.911 258.531 519.163 250.766 152.924 338.794 593.471 1089.36 140.993 464.453 406.515 119.286 97.8423 392.065 589.107 219.507 268.397 370.955 1026.44 156.944 1169.25 518.678 650.57 559.456 368.352 449.25 85.1321 55.7581 542.506 134.835 948.574 365.346 178.824 117.767 60.913 286.102 93.9542 130.743 1009.1 879.187 98.4607 46.38 313.878 136.069 101.695 129.048 75.636 431.626 420.565 129.008 291.557 105.809 122.225 186.522 76.8035 247.684 186.182 61.502 83.9039 129.599 356.011 70.0936 34.3742 144.826 241.446 144.221 67.822 163.92 67.7517 155.281 87.3332 76.3989 34.4765 94.6114 80.1404 340.343 289.739 61.0569 89.3417 44.4483
internal_count=201062 178102 106576 71526 64856 6670 47863 89592 5840 74825 71547 16993 63063 39642 23050 8221 15451 4218 41533 22960 13494 13458 12465 9466 3278 14767 11151 21530 5501 26939 830 3180 2923 5752 2638 1642 3987 7993 20253 1692 3859 3414 1686 996 5041 9592 2301 3114 3132 16592 1912 11800 5630 6170 5317 3616 5900 1515 425 7164 1867 14594 4822 2532 2042 981 3714 1263 1382 16418 14887 993 257 4579 1586 1218 1579 1277 16984 16597 3811 12786 1118 1307 2290 837 3200 2432 768 1078 1622 3651 552 368 1542 3414 2093 991 1776 626 2406 1466 1102 260 1147 1075 3523 2939 490 1048 607
is_linear=0
shrinkage=0.0227381


Tree=120
num_leaves=112
num_cat=0
split_feature=10 126 161 39 175 90 41 19 15 183 15 188 123 40 127 191 130 151 125 126 218 71 18 226 122 123 157 197 161 19 39 205 1 191 125 8 192 185 223 214 183 178 152 178 18 203 28 53 123 197 6 209 26 121 183 152 231 56 205 38 183 142 211 67 125 228 205 223 58 180 144 121 152 139 156 176 209 210 19 122 46 194 19 192 18 232 26 121 134 200 223 222 142 38 177 65 187 211 183 208 120 5 213 40 188 39 93 122 213 82 213
split_gain=60.5743 55.4442 38.5697 30.3431 29.7837 29.1047 27.8354 21.2456 20.6329 19.0285 22.7501 18.9834 18.6869 18.0513 19.921 19.0765 16.8165 18.6234 16.4173 17.0262 17.0444 16.2546 16.8803 15.7613 15.4028 15.0804 14.9376 14.8954 14.7155 14.4919 13.4605 13.4398 13.4257 13.4128 13.0942 14.3503 12.9942 15.2453 12.7248 12.6478 11.7371 11.6651 11.6168 11.5687 12.6184 11.2676 11.203 10.7107 10.7092 10.5705 10.505 10.5033 10.2952 10.2464 10.3613 12.9234 10.1488 10.4605 9.86395 9.86008 10.0446 9.85421 9.8042 9.76146 10.676 11.1555 9.69881 9.93765 9.63387 9.6218 9.59203 9.57132 12.2403 9.56318 9.54338 10.688 10.194 10.1208 10.2427 9.51351 9.4346 9.14278 9.04981 11.9806 8.98746 8.91759 9.60519 8.83156 14.5388 9.36122 8.80713 9.41776 8.75412 8.47783 8.32999 14.6601 12.2281 9.37188 8.31818 11.5199 11.7762 11.8166 9.70683 8.28924 8.27256 8.24931 8.19963 10.95 8.98049 8.19156 8.1658
threshold=5.5000000000000009 0.15812891910032137 0.23406998189173464 0.24891274806304567 6.5000000000000009 1.0000000180025095e-35 0.33848021082472263 8.5000000000000018 -12442.499999999998 -2775.4999999999995 -9792.4999999999982 0.90946348733233984 0.71633168921877466 0.66692595571098356 4435.4522271963924 13.500000000000002 0.69974087814910535 -503.49999999999994 4.0588637919233408 0.13331588862200597 -0.030205680988728997 0.15255000000000005 -4828.4999999999991 -0.010573406703770159 0.032255380871336857 0.70303646756304206 962545.07250000013 1.0944065166333459 0.19118484117003395 11.500000000000002 0.16762025104553066 0.032666308805346496 1.0000000180025095e-35 41.500000000000007 0.81451060917180029 482679.00000000006 0.047847985347985351 94.495805436117962 0.027006086893379692 -0.0063685607165098182 -2625.4999999999995 0.21583850931677021 42806.250000000007 0.11882352941176472 -519.49999999999989 0.045302769169211395 2.5000000000000004 0.042850000000000006 0.99999505476467865 0.7161995427480915 1236924.0000000002 0.049824945628643043 3.5000000000000004 0.093359757956195902 -491.49999999999994 457491.00000000006 0.0063175235409289607 0.049900000000000007 -0.026315825060009953 41.500000000000007 -438.49999999999994 -669.43181818181813 0.016777143813669685 0.074850000000000014 6.3750855578370986 -0.00011743006325559689 0.030997843481600288 0.01173797342926264 0.98435000000000017 3287.0662500000003 -97.499999999999986 0.15921946926863237 221053.11500000005 0.11805555555555557 403530.75000000006 4.5000000000000009 0.014777620788663627 -0.012517526745796202 11.500000000000002 0.066823332340509592 0.008550000000000002 0.076179071481208574 2.5000000000000004 0.087167581257914753 -4908.4999999999991 0.0021924184402450923 3.5000000000000004 0.16244864626253461 0.0026965353335266892 81.500000000000014 -0.021475759334862229 -0.0021531606325879689 -703.93749999999989 26.500000000000004 0.71825396825396837 0.057750000000000003 9.0026595744680868 0.036232963204383857 -2064.4999999999995 0.026265027001500133 1.9999862434814251 76518.000000000015 1.0000000180025095e-35 0.31334080663144187 0.51863425925925932 0.29654438178220227 -289.49999999999994 0.029347565758585076 0.016074325889348987 0.0029000000000000002 -0.008413716219365595
decision_type=2 2 8 10 10 10 8 8 2 8 2 8 8 8 2 8 10 8 2 2 2 10 2 2 10 10 10 10 10 8 10 2 2 10 2 10 10 10 2 2 10 8 8 10 2 2 2 10 10 8 2 2 2 10 10 10 2 8 2 2 8 10 2 10 2 2 2 2 10 8 10 10 10 8 10 10 2 2 10 10 10 10 10 8 2 2 2 10 10 10 2 2 10 2 8 10 8 2 8 2 2 2 2 10 10 8 10 10 2 10 2
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Tree=122
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is_linear=0
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Tree=123
num_leaves=112
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decision_type=2 10 8 10 2 8 10 2 10 2 2 10 8 8 10 8 10 10 2 2 8 2 10 10 10 10 2 10 8 10 2 2 10 2 10 2 10 10 10 2 2 8 2 2 2 2 2 10 8 10 10 2 10 10 10 10 2 10 10 2 10 10 10 10 8 10 8 10 2 8 10 10 10 8 10 2 2 2 10 8 8 8 8 2 8 10 10 10 10 2 10 2 8 10 10 10 2 2 2 2 10 2 8 10 10 8 2 2 2 2 10
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leaf_count=218 398 2361 34549 368 488 8709 5672 3483 3171 429 1348 99 1174 586 210 3140 1212 2139 7545 210 846 268 1164 75 256 549 1207 4794 705 680 170 790 371 961 570 10648 2314 549 149 550 670 1276 395 4604 257 234 1178 137 932 1922 293 1329 904 897 1750 246 9695 2559 2135 3702 136 164 1051 1888 693 158 159 647 673 4590 2911 152 1630 259 363 956 329 456 80 488 504 349 772 154 167 392 171 1685 2491 281 744 511 139 240 245 978 783 4351 318 2377 5521 2126 11212 1119 95 372 1561 188 379 2325 337
internal_value=0 0.000810685 -7.1054e-05 -0.000625448 -0.0017531 -0.0029677 -0.00228534 -0.0011764 0.00461847 0.00316804 -0.000364501 0.00166991 0.00365398 0.0022405 0.00130425 0.00272392 0.00595651 0.00158106 0.00320069 0.00424689 0.0028383 -0.00623919 0.00722981 -0.00228461 -0.00298218 -0.00430307 0.00889159 -0.000892374 0.0048468 0.00345423 0.00745608 0.00563405 0.00961911 0.00716127 -0.00491891 -0.00373694 -0.00210333 -0.00784129 0.0111499 0.00441589 0.0102013 0.00191352 0.00833676 -0.000753412 0.00020607 -0.000609546 0.00103692 0.00207624 -0.00482898 -0.00513927 -0.000376049 -0.00400214 0.00101656 -0.000227499 0.00341461 -0.00702559 0.00172153 -0.00187898 0.000140423 -0.00511969 0.000143821 0.0117924 0.00280239 0.00943321 0.0090265 0.0050253 0.0159677 0.00150302 0.00582483 -0.00249795 -0.0026148 0.00721323 0.00372544 0.0148297 0.0054073 0.00697711 0.00809916 -0.001795 0.0198529 0.00453256 0.00770529 -0.00247555 0.00273371 0.0110123 0.0129704 0.014223 0.0109118 -0.00364505 -0.00477185 -0.00155634 0.00263951 0.00697856 0.0119365 0.00432988 -0.000136838 0.00934099 0.010886 -0.00744672 -0.00227016 -0.00384429 -0.00914364 0.0105687 -0.00752215 -0.00161523 0.0197205 0.00348558 3.54411e-05 0.0113051 -0.00538512 -0.00672162 0.00786816
internal_weight=0 11164.2 8131.14 7278.17 4817.77 2627.77 4375.39 3087.67 852.97 3033.02 2668.9 543.798 2850.07 1776.49 1570.12 1223.14 1073.58 2460.4 1343.28 1196.77 951.621 418.778 878.945 2419.67 251.169 1037.05 210.482 2501.05 551.263 442.38 46.7845 292.629 309.172 167.849 1287.72 1018.87 738.101 280.771 276.866 421.238 119.198 302.04 217.715 1382.62 1141.29 1025.58 741.139 1169.16 1001.24 988.901 1117.12 305.512 811.605 678.332 258.818 626.219 1150.51 826.898 514.513 312.385 194.634 25.2149 428.082 245.152 206.374 140.315 66.0586 121.034 86.1981 419.514 340.643 159.693 261.515 80.4323 173.87 115.714 216.519 362.682 19.2808 198.678 136.174 62.5039 96.4282 327.683 255.098 235.658 221.743 346.98 317.629 190.861 69.8255 133.273 12.3395 88.5262 66.7386 203.576 181.489 389.499 74.9139 274.156 268.847 182.587 612.078 103.359 60.3466 72.5845 268.389 123.181 286.588 254.047 29.2791
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is_linear=0
shrinkage=0.0227381


Tree=124
num_leaves=112
num_cat=0
split_feature=11 15 39 19 155 191 134 123 195 1 12 16 179 14 39 220 166 131 233 153 147 207 195 29 192 184 153 190 188 155 28 14 14 162 19 154 132 157 152 92 144 65 123 38 144 40 228 202 212 162 61 217 215 17 199 122 182 187 42 17 144 40 124 155 127 41 233 177 51 209 122 213 16 120 42 14 41 202 179 123 212 179 51 144 53 124 150 214 215 40 123 7 26 12 7 131 184 221 143 213 196 229 127 92 229 214 10 224 39 214 162
split_gain=60.4248 44.9639 43.7034 45.1007 30.1866 31.1898 28.1478 28.0952 25.4299 25.0898 22.6944 22.3282 21.2211 22.761 20.9623 23.7748 20.2375 20.092 18.708 18.5482 18.33 17.9859 17.7191 17.6396 17.0195 16.6815 18.123 14.7449 24.2532 14.8535 19.2988 14.688 18.6315 15.9639 14.5104 14.4519 14.319 17.0153 14.9636 14.1162 14.0495 13.9755 12.8642 12.786 12.7666 13.8463 17.1959 15.6675 15.6449 13.3761 12.6757 14.529 12.6577 12.6305 12.5375 12.4225 12.4008 12.3842 12.1784 11.7306 11.6229 12.1201 11.5605 11.522 11.3838 11.3818 11.9898 11.3303 11.0991 11.0591 11.0473 11.0353 11.0022 10.9699 10.9555 10.8873 11.3392 10.811 10.5647 10.5265 11.6888 10.4843 11.6538 10.111 10.4657 11.9474 14.9997 10.0594 10.0437 9.9308 9.75996 9.65597 9.60273 9.38261 9.33025 11.0493 9.32904 9.213 9.13907 9.00413 8.94934 8.9212 8.91883 8.90975 8.86887 8.84683 9.12633 8.84545 8.81919 8.69849 8.68291
threshold=2.5000000000000004 -19680.499999999996 0.35500594353573151 27.500000000000004 82746.628125000017 10.500000000000002 0.37514335751350963 0.9198609214749035 16.567117117117121 1.0000000180025095e-35 1.5000000000000002 -1919.4999999999998 1.0313112193666745 0.031945000000000008 0.057983004716710564 0.0003216131881345064 3.5000000000000004 0.26903445752020611 -0.0045214213896542779 5388750.0000000009 2.5000000000000004 -0.042670739814639085 31.942443064182196 2.5000000000000004 0.4171245421245422 186175.68750000003 895587.75000000012 21.500000000000004 0.72112114076399803 33126.625000000007 2.5000000000000004 0.010599500000000001 0.031945000000000008 0.96243503901520289 6.5000000000000009 146370.66750000004 0.015152279033376233 58833.000000000007 146700.22500000003 1.0000000180025095e-35 -1152.4999999999998 1.0000000180025095e-35 0.71633125475612081 39.500000000000007 -676.49999999999989 0.61839593902508094 -0.0037545531522482629 -0.054437780752778046 -0.008827669080346821 0.89382947111028899 1.0000000180025095e-35 0.0054946003947407016 0.0079863052815198916 -1155.4999999999998 150396.73346590911 0.048277592203130514 -844.12698412698398 29.008196721311482 0.074300000000000019 -2075.4999999999995 -618.49999999999989 0.64007840060842491 47.705681040383304 2076.5357142857147 9190.6869961002594 0.55939547785893762 -0.0013299577985890208 0.82085561497326209 0.043150000000000008 -0.0069764074869453898 0.055831623251899817 0.01222032029181719 -511.49999999999994 1.5355857816183993 0.020750000000000001 0.0098314999999999514 0.62037702305691089 -0.045362034812569611 0.50713598834123996 0.7163316205458331 0.0057105044834315785 0.94603019478748152 0.014250000000000002 -35.499999999999993 0.094750000000000015 40.579055441478445 -953.49999999999989 -0.00094187885406427075 -0.0050505443941801778 0.71901943401610735 0.83472354515812008 24131.250000000004 14.500000000000002 1.0000000180025095e-35 33486.750000000007 0.27933809274929106 39667.155000000006 0.0025987997651100163 -1168.4999999999998 0.0018726741545833649 0.13199388030494688 -0.0032501288224011655 16946.066411888944 1.0000000180025095e-35 0.013036906719207765 0.022671059705317024 6.5000000000000009 -0.017904875800013539 0.35500594353573151 -0.00070881095598451782 0.98501874475105422
decision_type=2 2 10 8 10 8 8 8 10 2 2 2 10 2 10 2 8 8 2 10 10 2 10 2 10 10 8 8 10 10 2 2 2 10 10 8 10 8 10 10 8 10 10 2 10 10 2 2 2 10 10 2 2 2 8 10 10 10 8 2 8 10 2 8 2 10 2 10 10 2 10 2 2 2 8 2 10 2 10 10 2 8 8 8 8 2 8 2 2 10 8 10 2 2 8 10 8 2 10 2 10 2 2 10 2 2 2 2 8 2 10
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Tree=127
num_leaves=112
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decision_type=2 8 10 8 2 8 10 10 10 10 10 10 2 2 8 2 10 8 10 2 2 10 8 10 2 10 10 2 2 10 2 10 10 10 8 8 10 10 10 8 8 8 10 8 2 8 2 8 2 2 10 10 8 10 8 8 10 2 10 2 8 2 8 2 2 8 10 8 10 2 2 2 2 2 10 2 10 2 10 8 10 8 10 8 8 8 8 8 2 2 8 8 8 10 10 2 2 8 10 8 10 2 10 2 2 2 2 8 8 10 10
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leaf_count=391 227 195 234 82 973 2284 2262 1176 39371 1597 22706 221 249 3736 12585 98 148 269 7266 281 1071 1602 126 8353 11378 1310 267 1280 5242 7154 1750 220 6273 149 169 642 164 827 319 414 171 1262 123 5272 448 1036 110 300 554 206 932 316 186 594 424 1072 146 542 252 437 2880 406 331 422 190 1927 526 603 396 243 922 3821 154 323 410 212 286 942 293 335 561 1189 390 221 263 598 442 517 572 583 568 917 892 172 927 115 4198 974 88 3805 322 352 1227 433 1672 664 2192 150 623 154 306
internal_value=0 0.00101776 0.00146359 -0.0025429 0.000930044 0.000454708 -0.000471994 -0.00423103 -0.00148846 -0.00206853 -0.00279604 -0.000289721 0.00220577 0.00298238 -0.0052497 0.00719104 0.00535871 -0.00134052 -0.00199273 0.0056495 0.00282758 0.0041576 -0.00314539 0.00495887 0.00355743 0.00411559 0.0102507 0.0032751 -0.000340057 -0.00643214 0.00833945 0.0119442 -0.00827729 0.0070609 0.00701351 0.00758577 -7.60807e-05 0.00438692 -0.00328736 0.00508237 0.00140335 0.0137058 0.0172099 0.00240172 -0.00136689 0.0054743 0.00889313 0.0119343 0.0142373 -0.00287478 8.9953e-05 0.00762417 0.0145934 -0.00174436 0.00452585 0.00134691 0.0108032 -0.00260374 -0.00541801 -0.00527569 0.00521027 0.00737211 0.0056062 0.0115364 0.00476008 -0.00593823 -0.00571818 -0.00304147 -0.00772273 0.000242243 0.00814747 -0.00226803 0.00980319 -0.00655505 0.0127502 0.00775779 0.0120161 -0.000715561 0.00300691 -0.00146189 -0.00307591 -0.000842506 0.00581536 0.0106652 -0.000162185 -0.00720427 0.0026604 0.00918724 0.0126859 -0.00617059 -0.000537732 -0.00810612 0.0173364 -0.0102685 0.000657828 0.0113297 -0.00721794 -0.0001036 -4.91027e-05 -0.00458926 -0.00908865 0.0103975 -0.0105909 -0.00684975 -0.00361191 -0.00125328 0.00209237 -0.00682261 -0.00511714 -0.00841704 0.00401843
internal_weight=0 10663 9833.95 3121.94 9005.07 8140.79 5859.36 829.085 4249.93 3858.92 3321.57 1708.92 1609.43 1474.29 1413.02 828.874 864.281 1451 1352 698.561 2281.43 391.016 1152.63 921.729 1969.01 1814.64 207.048 1607.59 552.562 1155.4 422.57 228.602 415.713 658.773 99.0044 643.784 413.372 171.656 241.715 60.2512 275.991 205.862 142.212 537.343 107.702 257.922 165.113 215.215 176.831 154.37 257.616 63.7029 130.313 312.419 199.364 151.335 151.327 193.913 132.551 968.89 428.569 301.277 53.6427 35.8161 63.6505 135.137 935.724 409.952 525.772 234.04 51.7534 182.286 34.0985 52.0769 135.67 94.9513 67.5073 234.016 134.182 87.9186 286.877 224.463 33.1657 80.8475 205.508 54.9833 150.525 113.638 82.5967 181.464 80.5173 54.0592 107.907 100.947 244.966 41.9754 175.913 129.189 127.292 170.522 152.041 46.2638 308.012 47.4891 1118.53 441.885 279.406 162.48 676.648 503.939 19.6088
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is_linear=0
shrinkage=0.0227381


Tree=128
num_leaves=112
num_cat=0
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split_gain=47.3885 37.08 40.1014 47.02 28.5281 28.4748 28.1766 26.1389 26.0994 26.7543 22.4441 20.9718 20.7775 20.3949 18.5576 17.3401 18.7193 16.6265 16.59 15.7059 15.4189 18.9198 14.7018 17.4371 14.0316 14.0098 13.9492 20.5418 16.6137 13.5139 13.734 13.3742 13.2862 12.7805 12.6025 18.2517 12.5349 12.5178 12.4275 12.2859 12.1332 11.934 11.6678 11.6284 11.6226 13.7164 14.8032 10.9513 10.5677 10.351 10.2993 11.1454 9.92638 9.91036 9.90466 9.82279 10.4704 9.75655 9.58299 9.79225 9.51939 9.92797 9.51011 9.30543 9.30206 9.22727 9.86003 11.6748 9.20962 9.1673 9.15452 9.12335 9.11525 9.03534 11.4152 8.69389 8.65182 8.5603 11.1332 10.6853 8.43899 8.40719 8.23578 8.69064 8.17815 8.1571 13.6803 8.602 8.68912 8.1076 9.27581 8.57181 8.02946 8.00923 7.92231 7.78083 9.54035 7.66443 7.5694 7.50448 8.45898 7.38131 7.34962 7.2925 7.26665 7.24404 7.234 7.19778 7.17623 7.01967 7.299
threshold=0.92882679043319272 -4560.4999999999991 -603.49999999999989 0.45171453582846893 11956.75625 1.0024803239292714 1597.0500000000002 8.5000000000000018 2.5000000000000004 0.58957219251336912 16.500000000000004 -183.6333333333333 0.054872841139030855 0.15467692593799481 0.30340470113370482 29787.750000000004 4500.0225000000009 10291.938750000003 3.5000000000000004 0.20722944351929298 4291.0742854875634 0.22873225709331077 -1871.4999999999998 -0.036629648879170411 0.086750000000000008 45.500000000000007 0.057150000000000006 -1055.4999999999998 157377.28125000003 7742.2500000000009 -0.037248244509100907 -0.069139126688241945 1.0000000180025095e-35 0.83414402018185019 24905.250000000004 6978.8325000000013 -0.04163484834134578 1.5000000000000002 0.012129689101129772 0.072194300276329795 0.0083500000000000015 0.015816609375178817 135128.25000000003 20162.250000000004 1.5000000000000002 54.717316906228618 -2005.4999999999998 5.5000000000000009 -0.0034719302784651514 -0.11336591094732283 168.78735000000003 38.500000000000007 -0.027488591149449345 0.28682561237602028 3.1642842644715441 -0.016337702050805088 -0.02885315008461475 0.42441321572052421 1062785.4075000002 -6648.4999999999991 0.043138749402199909 -0.026366575621068474 0.50146198830409372 0.00035434043093118822 0.019744588993489746 75010.90575000002 -0.0060783640947192899 105006.55000000002 0.31161110425740618 0.08866312238739936 0.36349365438692971 -0.012677997816354035 0.042770400643348701 0.94786836962986276 -4173.4999999999991 0.16463142218912882 5.6632250570441904 -2558.4999999999995 -0.038445618003606789 0.025114065036177639 1.0000000180025095e-35 14303.302500000003 40456.575000000004 0.055223100106991198 9.5000000000000018 -1304.9374999999998 0.022848658263683323 1.5000000000000002 -2749.4999999999995 0.055550000000000009 130287.06818181819 -0.0041596402879804364 -0.009978719521313904 -1170.9583333333333 9.5000000000000018 -0.051142636686563485 16596.450000000001 0.025803282856941227 0.057171102613210685 2790.1851818181822 0.0017651891685090961 0.019950000000000006 0.04194312242736515 0.032100550830364234 0.24671446011422893 0.0078000000000000005 0.083650000000000016 0.0054702425841242084 0.013194637838751079 53.500000000000007 0.17202291840440137
decision_type=8 2 8 8 10 8 10 10 2 10 2 10 8 10 10 10 8 10 2 2 2 8 2 2 10 10 10 2 10 10 2 2 10 10 10 8 2 10 2 8 8 2 2 10 10 2 8 8 2 2 8 10 2 2 8 2 2 10 10 2 10 2 8 2 2 10 2 8 8 2 8 2 2 10 2 10 2 10 2 2 2 10 8 8 10 10 2 2 2 10 10 2 2 10 8 2 8 2 2 10 2 10 10 2 10 8 10 2 2 2 8
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Tree=131
num_leaves=112
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split_gain=57.292 52.9989 47.418 30.9315 30.9677 29.7763 24.9875 23.6858 22.5224 22.0876 21.826 21.3708 20.6725 19.7227 19.1642 19.0357 17.5454 16.3924 16.0691 15.1604 14.9761 14.7935 16.5053 14.4065 14.3671 14.4055 14.8187 16.0689 13.7839 22.8188 13.237 12.7369 17.2095 12.712 14.1092 12.3996 11.795 11.7292 11.6758 11.6054 11.1834 15.3078 14.2236 12.1293 13.5584 12.0765 10.9811 10.9094 10.8425 10.737 10.5079 10.4155 13.8893 13.7666 11.5206 11.0922 11.2492 12.8136 10.4046 10.3304 10.3245 10.2445 10.1209 10.2083 9.88608 9.83005 10.9364 9.96531 11.7539 9.6875 9.63205 9.47485 9.61098 9.34209 9.24714 9.21385 9.17692 9.1752 9.14139 12.0111 12.7758 9.09763 8.8943 8.87306 8.72825 8.66402 9.16393 8.96859 8.59862 8.53398 8.52062 8.49682 8.41261 8.78082 8.92632 8.38925 8.37686 9.87857 8.96718 8.28729 8.21227 8.18273 8.98109 8.13519 8.03932 7.72508 7.71144 7.64659 7.63461 7.58571 7.47217
threshold=11.500000000000002 1.0000000180025095e-35 0.09741734110711861 22.069366479550926 8955.9900000000016 0.11698532497182522 0.19496751246154129 0.58212458832597591 0.92282878411910685 0.06826572817676281 185644.56262500005 -2391.4999999999995 -0.96459899749373423 0.54512325302405407 0.17179232569017008 0.79113430175388444 -0.013984852936118839 0.97445000000000015 0.18786775819858623 11.500000000000002 21.301515151515158 2.5000000000000004 887.50000000000011 -29.499999999999996 0.99035000000000017 -8507.4999999999982 0.0071577297057956466 -0.0091512738727033121 1260351.0000000002 1069380.1350000002 1.0060882812417264 63.500000000000007 0.078034410629050657 1.0265124691588394 100.50000000000001 0.10330003406512804 0.03048502370706881 5.5000000000000009 0.0048095032107084998 -417.49999999999994 16.350970511384848 0.0057500000000000008 94502.250000000015 1.0000000180025095e-35 0.006895350059494377 -0.0040928199887275687 0.053711818038298255 107768.43000000001 25301.250000000004 8152.593611306178 0.65153224889859851 -0.0037495385622605677 0.046400000000000004 11.500000000000002 0.046304873981004475 -0.019637171179056164 0.00035358616150915628 0.006049694726243616 -0.013488069176673887 -676.49999999999989 45.500000000000007 0.010850000000000002 -0.047072138637304299 0.033650000000000006 9.5000000000000018 0.97883538633818601 1.0100914203638578 -0.01438481919467449 0.0020584696903824811 0.23466284194682538 21.601587301587305 59650.875000000007 0.35032467532467537 0.031754032258064523 -0.0063043350819498292 -2392.4999999999995 -0.01885140314698219 60015.000000000007 0.59110497846855481 9.834577114427864 -0.001558626245241612 0.030984911060417713 400827.05000000005 67500.045000000013 15.500000000000002 -2827.4999999999995 1236406.5000000002 -164.49999999999997 0.0086000000000000017 496934.28000000009 -0.015547876246273516 -1967.9166666666663 0.0074515494052320727 0.44788189091442659 11445.142500000004 0.18946561408057153 6265.6875000000009 0.074103597030291513 0.57918086354992837 0.094144144510634811 0.37501240071307901 0.051056808386226206 -934.13392857142844 0.021259079973720386 1059.5000000000002 0.64958143116136979 1.0000000180025095e-35 -0.0582786276936531 -0.0034354936797171827 0.3031323592947604 -0.045158637687563889
decision_type=8 2 8 10 8 10 8 10 8 8 10 8 8 8 10 8 2 8 10 10 8 2 10 10 10 2 2 2 2 8 10 8 10 10 10 10 10 10 2 10 8 8 8 2 2 2 2 10 10 2 8 2 8 10 8 2 2 2 2 10 10 8 2 8 2 10 8 2 2 8 10 10 8 10 2 8 2 10 8 8 2 8 8 10 2 8 10 10 2 8 2 10 2 8 10 10 10 8 10 8 10 10 10 2 8 8 2 2 2 10 2
left_child=13 2 3 4 9 15 39 12 14 47 17 23 82 30 37 20 -14 36 19 -13 61 100 -23 83 25 26 27 -17 31 -30 51 32 -19 -12 69 -4 -5 62 46 110 41 -27 -43 45 -45 -42 -16 81 -37 -38 70 52 -1 55 89 -53 91 58 -58 -33 90 -3 104 -64 -31 66 -54 106 -69 -35 78 72 -48 -39 -26 -29 -41 109 79 -10 -81 -2 -8 -11 -51 -63 87 -87 -28 -55 -40 -57 93 94 -50 -22 98 -98 -15 -65 -9 -76 -103 -67 -7 -62 -68 -80 -49 -72 -6
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leaf_count=472 116 117 5289 253 83 227 430 10497 518 333 352 14547 2566 13585 245 1173 10850 9813 1443 1574 368 18440 11152 243 396 239 249 411 670 97 4862 3999 558 61 288 3009 585 243 178 103 911 1837 11419 2865 1236 1282 1056 254 133 655 2033 439 1042 545 6081 138 178 251 603 1167 164 123 529 100 397 98 577 1349 1097 328 522 551 228 82 414 1313 313 389 180 727 921 4075 193 5998 164 2293 405 94 1126 474 863 863 661 847 217 167 1681 3637 748 4452 413 120 195 1536 235 457 649 2165 344 161 588
internal_value=0 0.00063713 -0.000520138 -4.34853e-05 -0.000812752 0.00272952 -0.00214309 -0.00256365 3.84719e-05 0.0013871 0.00299295 0.00234381 0.000528587 -0.00320447 0.00231857 0.00414938 -0.000377945 0.00211925 0.00361726 0.0040474 0.00850863 -0.00377679 -0.00277451 -0.00251151 0.00327261 0.00365046 -0.000844633 0.00264245 0.00128172 0.0106672 -0.00198957 0.000625821 0.00231942 0.0125142 0.0169489 -0.00757616 0.0101419 -0.00051733 0.00634688 0.00676876 0.00442753 0.00320676 0.00277188 0.00713111 0.00927975 0.00176832 0.0023757 -0.0043527 -0.00428447 0.0129233 -0.00358591 -0.000998997 -0.00327162 0.000622704 -0.00105915 0.00552526 0.00787944 0.0129981 0.0175921 -0.00287843 0.010748 0.0101545 -0.00152928 -0.00261174 0.0225486 -0.00424812 -0.00246624 -0.000554638 0.00221727 0.0232422 -0.00207918 1.50488e-05 -0.00343073 0.0108346 -0.00541914 0.00771897 0.0137976 0.00439585 -0.00371525 -0.000424428 -0.00369128 -0.00600779 0.0132084 -0.00370697 0.0182812 0.0109458 0.0116128 0.012947 -0.00755396 0.00474441 0.0144451 0.00149231 0.00123738 -0.00366337 0.00469526 -0.00202762 -0.00668275 -0.00278207 -0.00853409 -0.00385859 -0.0071069 0.000616669 0.00824598 -0.00948419 0.00817167 0.0017657 -0.0057707 -0.00762664 0.00641715 -0.00156015 0.00116674
internal_weight=0 11302.5 7281.59 6828.93 5453.58 4020.88 3398.57 3251.26 1391.82 2055.02 1375.34 1765.79 917.488 2431.54 856.253 2629.06 864.056 1269.38 1400.63 1362.05 427.702 2333.77 1805.98 365.16 2201.36 2114.43 311.536 208.422 1158.41 67.0931 1812.12 1091.32 737.701 105.968 76.7237 452.66 110.962 506.895 349.358 147.304 1802.89 1255.01 1229.99 547.885 386.678 161.207 190.61 289.233 271.508 96.291 535.57 1447.77 599.247 848.52 636.801 211.719 174.404 91.8747 67.5466 353.621 158.748 370.188 472.239 430.488 31.189 557.692 425.53 340.139 225.335 49.8831 448.237 166.646 118.591 34.6563 86.9323 122.356 59.7522 87.4864 360.751 201.095 149.709 254.001 53.4326 345.472 59.6621 355.155 343.531 302.51 103.113 131.307 108.754 82.5289 108.821 66.8518 30.4251 57.5138 619.418 206.293 413.125 383.712 527.791 54.5577 27.176 132.162 41.7508 49.9937 114.804 159.656 35.2318 54.1129 87.5514
internal_count=200982 160077 114098 103942 84555 45979 55628 54541 17226 28927 19387 24138 14039 40905 9610 28753 13416 18358 17564 16121 3567 40502 29592 6574 25186 24061 4272 2897 16701 1164 21254 15537 10371 1029 677 10156 1657 5868 3742 1087 19789 13495 13256 6294 4101 2193 2080 4789 4867 1404 7616 16392 6820 9572 7100 2472 2033 1032 781 5166 1662 3032 5543 5081 494 6348 4714 3672 2446 389 5583 1835 1284 325 1125 1724 416 1072 4511 2166 1648 4191 623 6331 819 2915 2792 2387 1375 1019 1041 1001 1858 1197 350 535 19651 5318 14333 4552 10910 729 315 1634 462 621 1226 2345 598 683 671
is_linear=0
shrinkage=0.0227381


Tree=132
num_leaves=112
num_cat=0
split_feature=90 125 197 95 191 200 15 41 185 189 208 195 127 18 15 12 126 162 162 127 196 182 197 121 132 195 151 40 187 18 205 19 182 81 219 187 155 167 133 178 170 141 19 218 41 121 220 41 192 123 176 125 161 191 195 180 176 50 59 132 123 121 149 141 187 205 40 191 197 56 178 131 191 1 192 133 229 51 229 71 162 167 232 192 126 185 208 121 40 18 232 41 26 149 182 17 131 187 58 192 19 215 224 229 121 41 197 22 36 232 133
split_gain=47.7531 47.7813 39.917 36.2048 32.8224 24.3493 31.45 23.6768 26.3804 22.8116 20.0775 18.719 18.6929 16.8469 16.6011 20.6077 15.9468 14.5813 13.9399 13.8518 13.8009 14.6159 13.7273 13.393 13.3272 12.7704 15.088 12.5036 14.6542 12.7799 12.0936 13.0991 11.9733 11.9174 11.9139 11.8872 11.8767 11.7578 11.7295 11.6067 11.5445 11.7341 11.3014 11.2228 11.0646 10.9442 13.0116 11.7469 11.6063 10.4297 12.8071 10.0872 10.0093 9.97058 15.1211 9.95113 9.90305 10.9914 9.83837 9.8297 9.76742 9.63462 11.9905 11.6336 9.58673 9.51391 10.6571 14.3381 9.40564 9.29441 9.19165 11.7359 10.0522 9.07395 8.85935 8.79227 8.54396 13.7121 8.50688 8.46125 8.39568 8.38016 8.42864 8.34582 8.32227 8.30802 12.1055 10.908 8.30347 8.27717 8.26145 8.24535 8.52486 8.47537 8.23709 8.09822 8.06411 13.624 10.3654 13.078 13.2041 8.0321 7.97931 7.9038 7.85731 11.5755 7.84294 7.80806 7.7647 8.56411 8.45099
threshold=1.0000000180025095e-35 6.6297056810403836 1.0338602773744328 1.0000000180025095e-35 32.500000000000007 30.500000000000004 -12096.499999999998 0.34496990492100627 907.53082574257428 0.13351158645276295 -0.013842003419995306 16.668859649122812 4503.5991052305171 -879.49999999999989 -9926.4999999999982 1.5000000000000002 0.076451217704402524 0.7308422581507853 1.0339396409873045 13821.534314932705 0.24923653789530231 -2676.7499999999995 1.0137137973026726 0.11538310323222269 0.049816562482725299 11.852241715399613 -320.49999999999994 0.64872192714201315 5.3341793570219975 -3029.4999999999995 0.049179930239915855 10.500000000000002 -277.59310344827583 0.071450000000000014 -0.024092166684567925 11.923467395548615 283005.61961538467 0.62828947368421062 0.17903322143024991 0.47140522875816998 46.020833333333336 0.65738622650273493 1.5000000000000002 0.035352237522602088 0.18793914958619917 0.15104406044495239 -0.017505563795566555 0.69332585501323363 0.34514106583072107 0.86325858229095509 9.5000000000000018 4.7214236824093101 0.2667039758918523 8.5000000000000018 12.936608398633718 3438.1800000000007 3.5000000000000004 0.14210000000000003 0.85955000000000015 0.23106273212902803 0.82562599815016269 0.25690996398776389 -135.95454545454541 0.21969573191356165 3.3892496392496398 -0.021328238770365712 0.43050570674989458 17.500000000000004 1.0394495326946911 0.18960000000000002 0.11324786324786326 0.31097438240788305 19.500000000000004 1.0000000180025095e-35 6.2532051282051286 0.042895896366118159 0.0058770128525793561 0.085950000000000013 -0.01625865418463945 0.076450000000000004 0.7793723172183995 0.072751322751322761 -0.012609857134521006 1.0529824561403511 0.13331588862200597 82.702184446660041 0.0080943508073687571 0.18850364102143571 0.34570349095005981 -3776.4999999999995 -0.0040942749474197617 0.34987554717907049 5.5000000000000009 -740.21111111111099 -1336.9374999999998 -7971.4999999999991 0.38080001370174893 12.003623188405799 0.98135000000000006 0.41035208572522014 8.5000000000000018 -0.0057204267941415301 0.032812165096402175 -0.0060434159822762004 0.16011441158357301 0.27572052347189641 1.0549767002329113 1.0000000180025095e-35 1.0000000180025095e-35 0.0030151879182085399 0.28566692857085746
decision_type=10 2 10 2 8 10 2 8 10 8 2 8 2 2 2 2 2 8 10 2 10 8 8 10 8 8 8 10 8 2 2 8 10 8 2 8 10 8 8 8 10 2 10 2 10 10 2 10 8 8 10 2 8 8 10 10 8 10 10 10 10 10 10 2 10 2 8 8 8 8 8 8 10 2 10 10 2 10 2 10 10 8 2 10 2 10 2 10 10 2 2 10 2 8 8 2 10 8 10 8 8 2 2 2 10 10 8 2 2 2 8
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internal_weight=0 13050.5 13005.3 9031.35 5124.56 3906.78 2053.78 3973.99 3255.31 2056.91 3070.78 2779.9 3752.47 1809.61 1991.75 1198.4 391.246 1267.74 1150.23 718.675 896.389 2755.46 630.056 997.011 398.953 224.122 368.004 152.845 1132.4 682.621 290.878 1997.83 38.5425 857.847 541.872 175.374 903.558 331.504 253.837 174.831 154.309 89.725 788.154 556.967 859.342 757.632 278.279 215.694 637.68 572.055 542.958 283.277 1955.03 647.189 64.5839 807.154 433.176 306.534 126.642 23.2418 205.747 247.304 373.978 293.323 161.708 628.907 491.005 256.522 179.124 154.721 77.3982 38.2111 18.6823 598.058 263.139 426.099 386.449 42.8037 366.498 35.6726 39.1871 446.453 31.9065 414.547 39.6492 48.227 334.919 122.462 159.247 80.6548 62.5854 215.159 24.4033 39.2454 44.5522 139.999 118.001 150.551 88.346 369.987 107.305 27.9625 32.0007 19.7209 110.443 34.1164 54.0524 29.3787 79.3428 32.5832 365.596
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is_linear=0
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Tree=134
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is_linear=0
shrinkage=0.0227381


Tree=135
num_leaves=112
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decision_type=10 8 10 10 10 8 10 8 10 2 10 10 2 8 10 10 10 2 2 10 2 10 8 10 2 2 2 2 2 10 8 2 10 10 10 10 2 10 2 2 10 10 2 10 8 2 10 2 2 2 10 2 2 2 10 10 2 2 2 8 8 10 10 10 2 2 8 8 2 10 8 10 2 10 10 2 10 10 10 8 2 2 8 10 10 2 2 10 2 8 10 2 2 10 2 2 2 2 10 2 2 8 10 10 8 2 2 2 10 2 10
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Tree=136
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Tree=139
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split_gain=44.7241 34.0295 30.2773 29.1246 28.6762 24.491 21.3276 19.6576 19.3427 18.5507 18.3918 20.0424 24.7012 17.7634 17.5203 17.5517 15.7079 15.5266 14.5072 15.889 14.4798 17.8861 14.4624 15.6626 14.1404 13.5411 13.47 13.1218 12.7938 12.5827 12.3083 12.2775 12.0641 11.5661 11.5639 11.4133 11.2623 11.4625 11.2127 11.2113 11.9482 11.3105 11.16 11.0762 11.0646 11.2022 11.058 14.1629 13.39 11.731 10.8776 15.8096 11.1752 10.8628 12.4008 12.3714 12.4505 10.8398 10.5844 10.5279 10.5027 10.4704 12.8826 12.39 10.4152 10.4025 10.2624 11.1701 9.94334 9.86613 9.80539 9.76904 10.4219 9.99495 9.74984 9.72672 9.63341 9.62347 9.84737 9.58833 9.49366 9.46636 9.43182 9.40137 9.34027 9.2248 11.501 9.1747 10.567 10.0287 9.1677 9.07047 8.93035 9.60963 8.89464 8.89311 8.82265 8.81674 8.7931 8.7756 8.75342 9.38931 8.73932 10.2587 8.91667 11.9017 10.1566 8.70752 10.5335 10.5729 8.65714
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decision_type=2 10 2 10 2 2 10 2 2 10 8 10 8 10 10 10 10 8 10 10 2 8 10 10 2 2 10 2 8 10 10 10 2 10 2 10 2 2 10 10 8 2 10 10 10 2 8 10 2 8 2 8 8 2 10 8 10 8 2 10 10 2 2 8 2 10 8 10 8 2 10 10 2 2 10 10 2 10 2 10 8 2 8 10 10 10 8 2 8 8 2 10 8 10 2 8 2 10 8 8 2 8 2 8 8 10 10 2 2 2 2
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leaf_count=690 11249 191 1112 580 702 1183 6230 1376 1043 5136 8881 957 7809 710 6692 2304 2123 9235 669 178 1843 220 1029 139 382 2915 2536 1965 2388 2804 555 494 831 1082 288 1190 534 339 1079 2820 11594 4627 804 84 2164 932 2163 1474 364 1315 213 930 1045 531 155 1772 464 482 16429 165 239 784 289 2309 393 183 1299 6369 1079 120 301 252 682 935 2297 248 113 335 387 1258 750 396 994 1569 3706 104 4225 473 3617 2728 600 1176 756 230 535 739 123 422 535 1098 330 255 587 2091 8369 569 343 176 536 165 898
internal_value=0 0.00127155 0.00190949 -0.001359 0.00265565 0.00183975 -0.00217109 -0.000221861 -0.00366646 -0.00127013 0.00267263 0.00340362 0.0026827 -0.00119339 -0.00213422 -0.000810493 -0.00282643 0.00420781 0.00228684 0.000256063 -0.00228494 -0.00563371 0.00553415 0.00734476 -0.00438519 -0.00308203 0.000986138 -0.00509015 0.00293193 -0.000543275 0.00513771 -0.00412432 0.0139306 -0.00088724 0.0163056 -0.00218831 0.00381814 0.00742728 0.00123747 -0.00265496 -0.00380164 4.89843e-05 0.00847675 0.00540078 0.00375238 0.00642515 -0.000989136 0.00119258 -0.00534368 -0.000361509 0.00050111 0.00352292 -0.00199925 0.00601514 0.00213146 0.00741248 0.00460546 -0.00715623 -0.00777033 0.0121036 0.00835964 0.00610402 0.0132063 0.00388466 0.011129 0.00575665 -0.00328839 -0.00192887 0.00776525 0.00731296 0.0109421 0.000394462 -0.000903222 0.00314858 0.00929696 -0.00373687 0.00578991 0.00782465 0.0131011 -0.00113734 -6.40605e-05 0.00326056 0.00997065 -0.00469352 0.000126376 -0.0088111 -0.0116679 -0.00554444 -0.00312546 -0.004815 0.0108795 0.0140642 -0.00250196 0.00144226 0.00486268 0.00157046 0.010753 0.00759186 0.0160242 0.0111323 -0.00750942 0.000103151 -0.00161135 -0.00677796 -0.000585941 0.00496731 0.00889926 0.0105405 0.00487443 0.00790206 -0.00270502
internal_weight=0 7986.21 6740.9 5732.82 5435.14 4383.78 1245.31 3846.6 1886.22 2715.97 3533.06 2945.64 2583.14 1305.76 1320.36 1059.47 1606.02 1752.17 1130.63 701.322 1118.43 410.67 429.309 359.758 1080.16 1141.47 1109.95 1007.25 688.553 830.974 187.332 968.67 116.615 272.506 104.467 421.394 243.143 152.995 131.515 757.041 645.937 254.446 95.3103 416.047 302.426 216.301 587.418 395.505 191.913 117.179 280.508 191.495 112.098 1051.36 283.933 767.424 415.67 565.866 546.696 44.2309 362.498 362.828 76.2493 286.579 116.25 180.288 696.7 571.611 154.856 103.833 115.347 525.856 451.898 185.581 342.941 266.317 22.6807 61.0571 42.1754 606.011 239.702 150.401 90.5247 925.332 512.75 279.156 185.107 811.614 422.308 345.015 118.461 91.3217 187.267 115.662 72.915 422.431 79.3974 73.9579 71.8548 109.236 93.2616 44.0718 850.723 132.892 717.832 115.947 87.9456 351.754 114.614 95.8701 215.217
internal_count=201157 104075 84744 97082 62657 52873 19331 45526 51556 31953 39802 32222 28729 22087 33952 27260 20348 18116 13573 7939 19442 8193 5634 4605 15686 18026 11605 14769 5568 10613 2645 15111 1258 2168 1119 6037 3347 1971 2021 20084 17264 5670 982 3400 7176 5012 7580 4718 2862 1679 3501 2311 1258 9784 2758 7026 4377 17604 17024 320 3493 3913 820 3093 1012 2346 9633 7668 2090 1305 1380 4662 3988 1617 3254 2371 595 942 607 6957 2438 1086 1114 14617 5703 6172 4329 13048 6818 6345 2708 2108 1736 986 917 4445 1053 674 619 1437 1254 585 13071 2678 10393 2024 1455 2649 877 701 2372
is_linear=0
shrinkage=0.0227381


Tree=140
num_leaves=112
num_cat=0
split_feature=19 122 122 29 122 35 135 183 187 18 131 200 188 144 132 122 70 161 15 122 209 153 197 133 152 191 220 14 184 121 216 191 149 214 152 171 190 197 91 18 202 188 190 122 187 210 19 210 219 178 197 7 152 232 121 149 220 188 11 64 45 216 216 170 22 126 7 16 93 31 207 141 233 229 204 171 220 214 144 233 154 153 15 204 183 229 120 133 233 144 136 183 227 233 72 219 216 162 185 79 212 76 221 39 210 181 15 212 162 153 121
split_gain=51.7465 39.9965 41.608 34.5281 26.02 24.3397 27.402 21.8172 23.0373 24.033 18.8569 18.2425 17.2483 15.9585 15.9483 15.7154 15.628 15.1946 15.0373 14.6414 15.8354 14.8649 14.5246 17.751 14.1394 16.2808 15.1052 14.1466 13.7738 13.1815 12.4447 12.3709 12.1526 12.1369 12.0197 11.1404 13.2729 11.0711 11.0408 10.8302 10.7782 10.7741 12.1149 10.6714 10.2684 10.2529 10.1822 11.2183 11.0665 11.8278 11.4022 11.3896 10.6639 10.4476 10.0571 9.96321 9.95255 9.77811 9.48433 9.40147 9.39068 9.3648 9.06615 8.84253 8.71871 8.65563 10.7868 8.59843 10.9109 8.88717 8.94349 8.58216 8.53451 13.5749 8.51184 8.68085 8.49696 8.38146 8.2804 8.25939 8.24261 8.19353 8.185 9.90566 9.24047 8.17864 8.34736 8.13977 9.0389 8.03699 7.85848 8.54293 7.83059 8.89228 9.74087 7.82311 7.75639 7.71303 12.6007 9.15139 7.70247 7.67394 7.67348 8.00735 9.43666 9.67564 7.66515 8.32464 7.59378 7.51817 7.33928
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decision_type=8 8 8 2 10 2 8 8 8 2 10 8 8 8 8 10 8 10 2 10 2 10 10 10 10 8 2 2 10 10 2 8 10 2 10 8 10 10 10 2 2 10 10 10 8 2 10 2 2 10 8 10 10 2 10 8 2 10 2 8 10 2 2 8 2 2 10 2 10 2 2 2 2 2 2 10 2 2 8 2 10 10 2 2 8 2 2 10 2 8 8 10 2 2 8 2 2 10 10 8 2 8 2 10 2 10 2 2 10 8 10
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Tree=143
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decision_type=10 10 8 2 10 2 10 10 8 10 2 10 10 2 2 10 8 2 2 10 8 8 8 2 10 10 8 2 10 10 8 10 10 8 10 8 10 10 2 2 8 10 2 2 10 2 8 10 10 8 10 10 8 10 10 8 10 10 10 10 10 2 8 2 2 8 2 10 2 2 2 10 8 10 8 10 10 2 10 2 2 10 2 8 2 2 10 10 2 10 8 8 2 8 10 2 10 2 2 2 2 8 10 2 10 2 8 8 8 10 2
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leaf_count=386 281 239 2055 21203 877 208 3711 670 117 511 922 6976 191 3191 20828 4936 3859 72 20544 3863 1208 13124 8390 1370 1084 147 102 737 112 315 1782 209 751 7865 313 2369 3353 453 579 1422 267 194 339 139 278 533 444 1538 187 189 272 509 111 177 113 205 4382 10929 720 997 1123 133 214 47 202 1359 296 90 366 1401 159 330 992 515 306 137 116 95 715 1894 208 206 1335 678 179 154 315 211 229 213 5750 434 1951 317 192 366 346 202 1880 170 236 4402 330 526 110 143 1075 440 3439 451 166
internal_value=0 7.94169e-05 -0.000337036 -0.00122793 -0.000361311 0.00177268 -0.000927233 -0.00204057 0.00104417 0.00358322 0.00685832 -0.00251791 -0.00401216 0.000936803 -0.00163727 0.000400778 0.00195409 0.00680053 0.00116249 0.00217703 0.0119366 0.00294058 -0.00301462 0.010997 -0.00216946 -0.00377317 0.00196286 0.00273075 -0.00400385 -0.00512075 0.00385149 0.0052491 0.00479922 0.0054063 -0.00483966 -0.00372949 -0.00159839 0.00830267 0.000342492 -0.000559047 0.00222272 -0.00316663 -0.00138717 0.013815 0.0159467 0.00587419 0.00538388 0.00817584 -0.00323022 -0.00401356 -0.00114832 -0.00291918 0.00526213 0.0128635 0.0141344 0.0155529 -0.00507522 -0.00610201 -0.0052463 0.00643282 0.00759345 0.00660743 0.00756902 -0.00544699 0.0196237 0.000891055 0.00190541 0.0103908 0.0116389 0.00161615 0.011059 0.00649914 0.000132462 0.00337263 -0.00808482 0.0178286 -0.00560915 0.0156348 0.00673669 0.00226324 -0.00345837 0.00506538 0.00693801 0.00908332 -0.00616314 0.00918709 0.0111354 -0.00938263 0.00173656 -0.00791352 -0.00725466 -0.00119765 -0.00923389 0.00848331 0.000561729 -0.0034072 0.0202327 0.00512645 -0.00470289 0.00929823 -0.010468 -0.0110678 -0.00062083 -0.012236 -0.0101683 0.00431458 -0.0030925 0.0115495 -0.0108113 -0.0111404 0.000855934
internal_weight=0 13637.3 12195.6 8577.18 6548.58 3618.39 5778.98 3617.51 3174.07 1441.76 444.315 3404.33 2028.59 2161.46 2742.91 2863.24 1781.68 310.827 2446.49 1877.73 212.014 1496.96 1722.14 184.739 568.765 379.785 232.302 1766.25 416.752 389.07 769.606 1065.63 1045 995.866 983.11 840.773 531.787 225.573 126.088 739.026 378.182 284.723 217.635 193.376 165.076 969.057 213.189 161.336 51.8532 48.9771 376.128 310.578 71.1135 41.6534 145.848 138.411 342.803 661.421 343.426 920.08 737.431 65.5508 55.8901 239.464 28.7974 125.268 544.033 192.971 181.173 182.65 49.9211 133.546 404.448 201.553 174.36 149.178 70.198 37.7422 139.586 225.963 360.844 20.7227 160.547 109.59 111.48 27.6822 97.7846 306.455 65.104 263.802 308.986 38.8913 167.174 36.3585 28.2992 45.6098 29.1442 42.2913 318.553 112.424 279.221 271.429 28.6249 242.804 49.4753 23.783 202.895 46.4101 142.337 139.853 27.3211
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is_linear=0
shrinkage=0.0227381


Tree=144
num_leaves=112
num_cat=0
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split_gain=43.8996 36.7166 53.931 36.1095 34.6338 35.0445 29.5218 27.6641 21.9205 19.7969 19.7462 18.8092 19.3501 22.1358 18.7497 17.7421 16.2812 15.378 14.9027 13.8493 13.815 13.3762 13.2212 13.1578 16.3504 12.1276 13.6429 16.8906 12.124 12.0914 12.1828 11.9196 11.7975 11.685 11.6057 11.5567 11.4939 11.9418 11.8609 10.9309 10.828 10.7609 11.8461 12.075 10.7601 10.7482 14.6535 10.7155 10.677 10.5819 10.6069 10.5108 10.4332 10.4297 10.3223 10.2205 10.0765 11.9668 10.6215 10.0644 10.0068 9.85607 11.4251 9.80898 9.76947 9.76155 10.5393 9.64664 9.62209 9.61658 9.43271 9.21103 9.16714 9.08212 9.25026 10.6504 8.61685 8.45823 9.09044 17.5697 12.2052 9.01095 9.0545 8.83318 8.44983 10.0118 8.41409 8.40065 8.34109 8.3406 8.3028 8.16875 8.16004 8.10766 8.07673 8.03544 7.95806 7.94305 7.91648 7.81484 11.9217 7.81201 7.74273 11.4729 7.69204 8.54418 7.63975 7.62399 7.57947 7.55683 11.7703
threshold=9.5000000000000018 0.092300081724854238 0.078984752592741736 0.75941550595416685 1.0000000180025095e-35 25.556466302367948 0.079579890459222535 0.10609712802436258 26219.250000000004 6.9828884325804248 -213.49999999999997 0.046336566916486722 25562.250000000004 0.87826946658834959 1.0000000180025095e-35 0.10263157894736843 0.43828334681595932 550806.75000000012 0.0071106462273746738 0.29185103244837768 -0.0040043597109615794 1.0000000180025095e-35 0.021015116013586525 16572.896564179191 233406.96428571432 0.053550000000000007 5.8215669988925809 -0.043241560459136956 8.5000000000000018 0.051646471006370452 0.024043435230851177 0.9999975897751382 0.20718079756884164 0.012858823407441379 252.63173355656969 0.013102781493216755 -57.499999999999993 0.066110228077407587 3.5000000000000004 0.063250000000000015 -752.49999999999989 -0.0012323539704084394 0.44753635299707145 -0.0052302095573395482 0.50149370160539097 67345.500000000015 -0.0042196763679385177 -599.49999999999989 0.015720913186669353 0.012976318597793581 0.61444051819728251 -1468.4999999999998 44182.446428571435 0.94891705377838764 -0.0028035887517035003 107081.95781250003 -0.0055021087173372498 58434.750000000007 0.9439388070431548 -4365.4999999999991 983.50920178705667 0.0047320600133389243 -0.0037385309115052219 967515.75000000012 112498.20000000001 -1160.4999999999998 -95.499999999999986 6.5000000000000009 6.9263137483032784 -714.49999999999989 0.0099974102340638655 0.13779636903349338 -869.49999999999989 0.013036906719207765 36294.750000000007 66.500000000000014 0.002224219031631947 0.88338794358598738 -0.0025090968701988454 -418.49999999999994 0.093650000000000025 -1631.4999999999998 0.034832494309831881 786.75766071428586 0.0068439161404967317 167391.64285714287 2.5000000000000004 0.013450000000000002 0.99999505476467865 791.50000000000011 -15262.499999999998 10.500000000000002 -150.49999999999997 13.500000000000002 -904.49999999999989 0.0083137135952711123 1.0368558205674607 -0.002009897143580019 -0.0074458476155996314 0.62731481481481499 0.013291701208800079 16134.750000000002 -0.0085536250844597799 -0.013045518193393944 0.0096176168881356734 0.83472147453930501 0.094800000000000009 688.80193128934309 0.0021793348714709286 2.5000000000000004 2.5000000000000004
decision_type=8 8 8 8 2 10 10 10 10 2 10 10 10 10 2 8 10 8 2 10 2 2 2 2 10 10 10 2 8 10 2 10 10 2 10 2 8 10 2 10 10 2 10 2 10 8 2 2 2 2 8 8 8 10 2 8 2 10 8 2 10 2 2 10 8 2 8 8 8 10 2 8 8 2 10 10 2 10 2 2 8 10 10 10 2 10 2 10 10 10 2 8 8 2 2 2 8 2 2 10 2 8 2 2 2 10 10 10 2 10 10
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Tree=147
num_leaves=112
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decision_type=10 10 10 10 10 8 10 8 2 10 10 8 10 10 10 8 8 10 10 8 8 8 2 2 10 8 8 10 2 10 2 8 10 10 8 2 8 8 2 2 10 8 8 2 8 2 10 2 2 10 10 2 10 10 2 2 10 2 10 2 8 8 10 2 8 10 10 10 2 2 8 10 8 2 10 10 2 8 10 8 10 2 8 10 2 2 10 2 10 10 2 2 2 2 8 10 2 2 10 10 10 10 2 10 2 10 10 10 8 2 10
left_child=1 2 3 4 37 13 9 8 12 41 11 22 16 28 15 98 47 18 20 79 21 -13 86 33 38 82 -27 29 52 30 62 78 -21 34 35 -6 87 50 -25 -17 -22 42 -2 90 45 -18 -46 48 -4 -28 -1 -52 80 54 -54 -56 -14 89 -59 -32 -61 -38 -15 64 68 69 67 -67 70 88 71 -7 -66 97 -49 -68 -69 -78 -12 -20 -3 -72 83 -5 -43 -86 96 -35 -65 -41 -44 -16 93 -10 95 103 -11 -71 -8 -100 -36 102 -77 -94 -96 -106 -9 108 -33 -110 -111
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leaf_count=714 339 3213 783 193 12307 1597 1910 3441 286 8692 801 7995 739 1445 88 730 464 271 1015 2314 1992 4404 1199 1907 1223 994 344 2329 12932 2537 1243 2027 742 1146 1694 2193 2352 13687 663 481 1086 1731 148 496 513 687 18510 234 688 130 252 448 9637 196 1598 1066 189 847 168 158 1411 5757 644 238 433 206 692 1108 951 344 61 664 747 652 182 941 364 1036 336 3912 354 574 3015 612 1268 376 3509 311 5622 875 94 1646 1127 746 228 587 369 105 890 170 842 1702 690 1295 1577 213 438 149 2029 3139 1652
internal_value=0 -0.000563028 0.000663954 -0.000760662 -0.00151701 -0.00265424 0.00219823 0.00276372 0.003366 0.00141683 0.000838852 0.0017108 0.0021142 -0.00415532 0.00565019 0.00716382 0.00146615 0.00290037 0.00258802 -0.000525125 0.00407941 0.00529216 -0.00136211 -0.000200415 0.00431712 0.00446483 0.0104104 -0.000987902 -0.00548856 -0.00295297 -0.000585056 -0.00328751 0.00375187 -0.000987249 0.000169891 0.000991295 -0.00403305 -0.00488965 0.00727892 0.0102412 -0.00194149 0.00654834 0.012728 0.0172594 0.000648955 0.00936066 0.0001778 0.00814467 0.0111622 0.0195173 0.000315718 -0.00467171 -0.00364834 -0.00495352 -0.00553704 -0.00106101 0.010534 0.0126917 0.0187122 0.00259707 -0.00167504 -0.0059076 -0.00696823 -0.000382702 0.00226875 -0.0017967 0.000536574 0.0052608 -0.000165478 -0.00455683 0.00205044 0.00427301 0.00943931 0.00355837 -0.00245843 -0.00205179 0.00743138 0.0122572 0.00284669 -0.00420529 0.00104964 -0.0060294 0.00161923 0.0090073 0.00345821 0.007906 -0.00250943 0.00276481 -0.00613246 0.00873075 0.000508727 -0.00183962 0.0073063 0.0134024 0.00567526 0.00247148 -0.00427098 0.0119098 0.00228022 -0.00336329 -0.00634662 -0.00476544 0.000542273 0.00436375 0.00950736 0.0113117 -0.00455289 -0.00534688 -0.00591458 -0.00397638 -0.00120464
internal_weight=0 9505.8 5994.5 3574.69 3128.03 3511.31 4194.97 2419.81 2240.06 3430.54 3092.26 2556.97 1710.01 2109.9 764.426 636.225 1597.18 1843.72 1817.72 590.555 1227.16 1022.29 713.251 2256.32 328.973 446.656 137.177 629.454 1480.44 474.815 349.913 535.282 273.052 1927.35 1402.6 1252.07 524.75 871.706 246.444 384.5 204.871 338.285 103.828 75.4802 1431.46 65.1209 1366.34 165.72 128.654 49.6435 194.868 100.644 886.94 693.74 671.497 209.05 112.833 281.064 98.8278 236.909 131.542 412.208 113.004 1401.41 485.611 915.796 500.026 173.847 368.809 415.77 283.056 225.169 116.802 65.8402 37.0664 326.179 153.393 84.7598 133.711 317.503 193.2 57.8867 309.479 61.6316 234.457 113.694 643.742 112.542 349.93 182.237 24.7656 128.201 530.046 98.7827 431.264 242.593 452.364 29.7904 251.725 88.3085 150.531 219.333 94.5486 208.101 188.671 164.712 179.751 401.571 393.631 310.879 221.493
internal_count=201091 141201 83711 50784 45496 57490 59890 32927 29048 52085 47633 37500 22989 38763 7805 6071 22061 23731 23460 7983 15477 12399 13769 30395 3793 5288 1468 9767 28996 7438 4901 10133 3056 26602 17036 14500 9566 15101 2570 3101 3078 4452 1077 738 20174 1151 19023 1887 1471 474 1414 700 16064 12497 12301 2664 928 2371 1015 2812 1569 8109 2089 18727 5027 13700 6739 2714 3847 6961 2896 2261 1180 1101 416 4025 2508 1400 1137 4927 3567 635 3820 805 3375 1644 12570 1457 5860 1356 242 1734 6059 1032 5027 3009 9061 449 2970 1060 2536 3333 1631 2422 2018 1790 3879 8996 8847 6820 4791
is_linear=0
shrinkage=0.0227381


Tree=148
num_leaves=112
num_cat=0
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split_gain=35.6055 38.4792 30.0241 24.8669 25.3678 23.5784 34.5412 23.1833 21.63 22.5676 21.0428 18.1321 16.9252 21.6504 19.7059 15.8273 15.5467 14.5824 18.0075 15.3878 18.0523 16.6224 15.8684 14.4787 19.9673 13.4717 12.8795 12.8605 13.098 12.758 17.0148 15.5346 12.6416 11.4298 10.9191 11.0026 10.7177 10.6315 12.8324 11.0383 10.5607 13.8674 10.7784 10.4782 10.1981 11.0401 10.1243 9.99761 9.94559 9.78 9.65829 9.52617 9.48467 9.43933 10.7987 9.31579 15.4448 9.15813 10.5683 11.4454 9.5129 11.3331 10.27 9.01124 8.99001 8.98771 8.79886 8.79317 8.76973 10.1337 8.76238 8.57433 10.1166 8.44115 9.42891 8.43335 8.37422 8.28404 12.079 10.8298 9.64305 9.40221 8.26251 8.18647 8.16188 8.00191 8.12901 7.98219 7.91031 7.90353 8.83381 8.3641 7.88293 7.87987 7.82884 7.82112 7.79906 8.55278 7.73825 7.72489 7.62687 7.61794 9.01441 7.55081 7.81268 8.80581 7.54004 7.45885 7.41606 9.15669 7.40812
threshold=9.5000000000000018 1.0000000180025095e-35 22.069366479550926 0.041006000000000008 5388750.0000000009 49.498973305954827 1.5000000000000002 0.32386647267644786 28.680355920602331 -4236.4999999999991 0.93406256721411451 -1615.4999999999998 630200.25000000012 0.0066500000000000005 4.5000000000000009 -4935.4999999999991 0.17693532586765701 1302750.0000000002 1530150.7500000002 122.50000000000001 1.0146556566917042 0.055713593729678164 0.0024729684228077535 9.7372735116479738 31.500000000000004 0.49998981502400125 2208.8207386363642 27713.250000000004 0.013760013505816461 21017.250000000004 1.0864230714748013 -228.49999999999997 0.043636940653760718 0.017732365056872371 -486.12142857142857 0.94775117472602888 109396.87500000001 -0.0079879625700414163 866134.77750000008 -0.0051764361560344687 39.056810403832998 237818.25000000003 0.031325881576180867 0.012950256001204254 0.68628524984333417 14.500000000000002 -0.023056850768625733 0.26575311909471833 328891.20000000001 188549.02239938083 0.070200000000000026 -79.499999999999986 0.89543805337470639 0.60589202366054296 0.010082680732011797 58.651608487337448 103614.75000000001 1180.6503749999999 0.25357142857142861 0.43800539138283068 -2440.4999999999995 0.38165074339682686 14791.566136363637 31.500000000000004 2.5000000000000004 -0.016986454837024208 0.80801651065997626 0.33804066196862709 -0.0028609569417312737 0.55674650798490743 9.9952830188679265 0.99999576682972602 0.82285908368409366 143174.25000000003 0.98435000000000017 0.2813271274079428 1339.6250000000002 0.45289682595690434 0.1307364253715087 -0.026715868152678009 0.051008418202400214 907571.25000000012 -0.032960483804345124 0.3585714285714286 -0.032880673184990876 -0.012471106369048355 -676.49999999999989 149996.25000000003 1.5000000000000002 0.0024480546126142149 0.024975744076073173 -0.024543805047869679 115096.50000000001 0.086204331368207945 1.0000000180025095e-35 0.31784723669033355 0.048250000000000008 45002.137500000004 -0.024591362103819844 29252.250000000004 29252.250000000004 0.27572052347189641 -2017.4999999999998 0.83472360532494949 -0.00062530767172574986 0.01048174360767007 9.0840395480226004 -0.0087933796457946283 39165.750000000007 0.078550000000000023 -4287.4999999999991
decision_type=8 2 10 2 10 2 2 10 2 2 8 2 8 8 10 2 8 8 8 10 10 2 2 10 8 10 10 10 2 10 10 10 10 2 10 10 10 2 10 2 2 10 2 2 8 8 2 8 10 10 8 10 10 10 2 2 2 10 8 8 2 8 10 10 8 2 8 10 2 2 8 10 10 2 10 10 8 8 2 2 2 10 2 10 2 2 8 10 2 2 2 2 10 2 2 8 8 10 2 10 10 10 8 10 2 2 10 2 10 8 2
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Tree=151
num_leaves=112
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split_gain=43.2615 33.6372 26.8926 25.1308 30.2031 28.1519 22.5028 22.1419 21.1349 19.9464 19.4976 19.7331 19.4849 19.4054 18.2551 17.7278 16.6665 15.8481 15.242 14.7935 14.4289 14.25 14.087 13.3769 13.2573 13.7881 13.2321 12.0743 19.6173 15.7324 14.9363 12.023 11.9733 11.7924 11.5683 11.3596 12.106 11.1394 11.084 10.9338 10.9183 10.8662 11.9979 10.7208 10.6546 13.9231 12.4151 10.2816 10.2735 10.2184 10.0527 10.7011 9.97157 9.83799 10.1676 9.76569 9.61171 9.71673 9.55738 9.47056 9.41924 9.78353 9.32661 9.30141 9.29814 9.27078 9.03634 11.323 8.94968 8.67163 8.63649 8.20525 8.18981 8.17614 8.07646 8.06083 8.11882 7.8841 8.93352 7.85819 7.84964 7.84717 7.53116 7.43998 7.28625 11.5217 7.28139 6.99453 6.82362 6.80961 6.62496 6.58277 6.50823 6.50753 6.60458 6.35598 6.26 6.96481 6.24828 6.1337 10.1672 8.57723 9.53176 13.3439 7.54728 7.01634 6.82306 7.05507 6.04866 5.9816 5.97925
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decision_type=2 10 2 2 8 8 10 8 10 10 10 10 10 8 2 2 10 10 10 10 8 2 8 2 10 2 2 2 2 2 10 10 10 2 2 10 8 2 8 8 8 8 2 2 8 8 2 2 2 8 10 2 2 2 10 10 8 10 8 8 10 2 8 10 8 10 8 2 8 8 8 8 10 2 8 8 8 8 8 2 2 2 8 10 10 10 2 10 10 8 2 2 2 10 10 8 2 8 2 2 2 2 2 2 2 10 8 2 8 2 8
left_child=12 2 3 7 8 15 10 9 33 17 11 -7 22 -12 16 21 31 38 92 34 -18 43 27 -23 56 65 -27 28 63 41 40 -10 39 84 48 36 37 -21 52 77 64 70 60 -6 46 -46 -14 -20 -9 -40 55 -52 -2 81 88 -32 58 -58 -11 -4 -43 -62 87 -1 108 -26 98 -68 -38 74 -29 -41 -73 -64 -65 -16 -77 78 -30 -66 -56 95 -53 -71 85 -5 -50 -42 -55 -83 -48 -57 -8 94 -44 -34 -24 -98 -35 104 101 102 103 -101 -61 -103 107 -102 -31 -109 -106
right_child=1 -3 59 4 5 6 18 19 14 24 13 -13 44 -15 75 -17 20 -19 47 35 -22 23 96 -25 25 26 -28 29 32 30 50 -33 53 66 -36 -37 68 -39 49 71 62 42 93 -45 45 -47 90 -49 86 -51 51 82 -54 54 80 91 57 -59 -60 99 61 -63 73 69 79 -67 67 -69 -70 83 -72 72 -74 -75 -76 76 -78 -79 -80 -81 -82 89 -84 -85 -86 -87 -88 -89 -90 -91 -92 -93 -94 -95 -96 -97 97 -99 -100 100 106 105 -104 -105 110 -107 -108 109 -110 -111 -112
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leaf_count=1963 985 185 415 253 10112 33718 454 100 2363 1918 1028 5613 748 9820 74 427 4557 169 1565 1315 139 14153 6255 3302 1005 830 118 182 471 594 538 2317 789 113 131 2774 762 453 4936 311 1026 198 8175 2894 361 388 839 249 261 3437 327 288 1441 3020 1587 154 1701 4773 4795 195 426 252 3849 197 203 700 1972 792 8542 396 267 1892 341 1312 268 1171 1813 139 261 583 120 480 292 173 448 1483 185 1023 880 150 154 282 300 2889 1023 130 929 1616 87 402 108 2337 532 472 817 138 640 135 333 281 2396
internal_value=0 0.000829825 0.000753485 0.000993204 0.00161892 0.000926008 0.00204053 -0.000964873 0.00443119 0.000412344 0.00157532 0.0023441 -0.00245758 -0.00179454 0.00586176 -0.00109454 0.00415728 -0.00255795 0.00810443 -0.00419385 0.000880023 -0.000834004 -0.0030339 0.000192528 0.00232098 0.00730698 0.0149601 -0.00248683 -0.000271955 -0.00379367 -0.0010774 0.0070586 0.00186897 -0.000378202 0.00427917 -0.00533689 -0.00382713 0.00241818 -0.00316631 0.00614524 -0.00284673 -0.00601443 -0.00672626 -0.00399107 0.00433672 0.0115929 0.000549446 0.0108858 0.00839007 -0.00492905 0.00581926 0.0116444 0.00145462 -0.000539161 0.00138735 -0.000938216 0.00106641 -0.0014838 0.00322777 -0.00447032 0.00473857 -0.00307258 -0.00448323 -0.00605932 0.00386812 0.00287295 0.00291404 0.000623912 -0.00558682 0.000152404 0.00412785 0.00232809 0.00458949 -0.00639034 -0.00676518 0.0105728 0.011375 0.0133161 0.0168043 0.0105238 -0.00494767 -0.0071829 0.0170078 0.00686065 -0.00525477 -0.0080082 0.0122535 0.00162733 0.00397729 0.00135157 -0.00570258 0.00841942 -0.00135916 -0.00746184 -0.00609891 -0.012323 -0.00884628 -0.00206824 0.0120116 -0.00522824 -0.00287647 -0.0055229 0.000530065 0.00611499 -0.00832127 -0.00908322 0.00403593 0.0105686 -0.00279946 0.0150332 -0.00946087
internal_weight=0 11096.1 11064.2 10585.4 8023.04 6446.2 4154.51 2562.32 1576.84 1801.46 3868.56 3152.08 2535.24 716.478 1213.88 2291.69 903.264 703.586 285.957 760.856 429.416 2262.7 2341.39 1713.59 1097.88 212.371 70.4176 2151.2 802.124 1349.07 612.58 473.848 589.771 362.954 87.636 673.219 550.359 120.274 687.365 207.665 491.53 736.493 690.899 549.108 193.848 60.4009 133.447 220.006 69.5938 497.147 121.051 61.671 190.218 382.106 301.486 59.3798 885.504 407.448 478.057 478.796 38.8337 27.3499 397.509 212.353 94.0202 141.954 218.739 182.09 430.085 79.4159 45.594 142.958 123.458 302.657 39.0616 310.621 296.389 64.7073 51.6516 44.5637 85.2162 80.6205 43.0162 40.3543 144.215 109.044 56.825 94.8523 216.269 32.6861 70.362 24.7445 65.9512 652.065 514.258 47.9344 190.196 56.2897 36.6487 455.667 268.279 195.255 75.0234 49.2638 187.388 120.231 73.0247 32.7623 49.4565 25.9993 177.141
internal_count=200675 151601 151416 142548 101217 83635 52747 41331 17582 26808 50179 39331 49074 10848 12434 30888 9376 10968 2568 14523 4696 30461 46584 17455 15840 2653 948 37784 13568 24216 10804 4680 10571 5148 677 13846 11072 1768 10799 3415 8923 13412 12963 13006 2490 749 1741 1814 546 8373 1881 907 2426 7156 5607 974 13187 6474 6713 8868 876 678 7210 2997 1713 1705 2964 2764 9304 1034 449 2544 2233 5161 465 3058 2984 871 732 786 1707 1549 580 569 2184 1736 446 2049 3900 630 993 436 754 12087 9198 919 8800 2545 200 8453 5045 3881 1406 874 3408 2475 1164 524 927 416 3213
is_linear=0
shrinkage=0.0227381


Tree=152
num_leaves=112
num_cat=0
split_feature=137 130 191 195 122 123 195 151 18 176 123 178 16 22 189 17 195 144 86 22 121 133 179 183 124 136 229 133 229 65 67 216 135 124 92 202 130 208 7 121 135 184 134 95 210 189 188 202 219 195 124 134 183 217 220 188 59 183 183 198 18 184 121 155 14 153 183 190 128 190 222 215 153 189 223 223 7 162 134 184 221 133 136 155 222 176 17 143 189 219 150 41 208 216 122 150 70 208 211 219 19 90 216 151 162 69 30 150 41 121 216
split_gain=40.9651 36.4035 34.7345 37.4152 29.948 27.8624 26.0664 25.0046 23.8704 21.271 20.9921 20.5614 19.1331 17.347 17.8796 16.9995 16.829 16.0288 15.5159 15.0794 20.735 16.0596 14.5878 14.386 13.9505 13.2546 12.9895 12.8421 12.7689 13.2838 12.6831 17.8852 12.6618 12.1013 11.8475 14.6716 11.7582 11.4611 11.3717 11.3294 11.2021 10.6719 10.6636 10.5944 10.2699 10.2457 10.1648 12.1906 13.3572 11.2319 10.023 9.96103 9.92472 9.65123 9.51821 9.42696 9.39527 9.60191 9.0439 9.01057 8.97136 8.88711 8.79466 10.6889 9.96628 9.93514 8.75016 8.69681 8.61812 8.50616 12.508 8.50012 8.46419 8.45011 8.99207 8.37049 8.36038 8.30265 8.27278 12.0195 8.04072 7.94255 7.55685 7.52044 7.51897 8.09567 9.09722 7.48705 7.32546 7.21741 7.06582 7.01097 6.96511 6.80941 6.80867 6.58779 6.35366 6.37772 6.1539 5.86999 5.78946 5.65792 5.63069 5.56427 5.41915 5.39768 5.31944 5.28582 5.04028 6.32481 5.19779
threshold=1.5000000000000002 0.72109257722551434 15.500000000000002 16.567117117117121 0.046336566916486722 0.87827107664737547 13.366095146099978 -475.49999999999994 -386.49999999999994 6.5000000000000009 0.89381213389318259 0.56904761904761914 -1945.4999999999998 1.0000000180025095e-35 0.35737937559129618 -378.49999999999994 4.6770833333333348 -137.49999999999997 0.069050000000000014 1.0000000180025095e-35 0.33542730127630122 0.18548022293587349 1.0621789877501577 -2694.4999999999995 59.210130047912394 0.65243101606910658 0.014149781782180073 0.24195895003979404 0.0050476181786507377 0.037050000000000007 0.088950000000000015 0.014785196632146837 0.047103882634037773 25.575633127994525 1.0000000180025095e-35 -0.040980860590934746 0.093386989969753267 -0.019465263001620766 17070.750000000004 0.24336135039159948 0.28433900643196552 199034.35714285719 0.32822428549861626 1.0000000180025095e-35 0.036910157650709159 0.052459580323357423 0.96571316614420077 0.16446793079376223 0.005304172635078431 17.23582887700535 62.654346338124576 0.18341051556832461 -575.49999999999989 -0.025609292089939114 0.031386094167828567 0.94469928644240586 0.82685000000000008 -2584.4999999999995 -304.49999999999994 0.047647567108419393 -2296.4999999999995 20205.450000000004 0.14454064850955642 230267.25000000003 0.021669000000000004 1260022.5000000002 -499.49999999999994 12.500000000000002 23647.500000000004 83.500000000000014 -0.01733868662267923 0.0045445584692060956 344259.00000000006 0.45725359911406427 -0.020393125712871548 0.002632935182191432 15320.250000000002 1.1900091255007037 0.0098533973604837521 215999.43750000003 -0.0125674563460052 0.0731631235744057 0.74219146643879474 170660.44888111891 0.014549469109624626 2.5000000000000004 -4480.4999999999991 -366.49999999999994 0.048900047824007663 -0.015148275066167114 221.50000000000003 0.41973262633355329 -0.012243233155459164 0.0051434638444334277 0.042366852602573293 -2098.4999999999995 0.054350000000000009 -0.042794695124030106 -0.012909763026982544 0.004520722897723318 19.500000000000004 1.5000000000000002 -0.010906915180385111 1178.5000000000002 0.98893480616707907 0.0056500000000000014 1.5000000000000002 -1739.4999999999998 0.12256758096950672 0.24464854592181598 0.04432517662644387
decision_type=2 10 8 10 10 8 8 8 2 8 10 8 2 2 8 2 10 8 10 2 10 10 10 8 2 10 2 10 2 8 10 2 8 2 10 2 10 2 10 10 10 8 10 2 2 8 8 2 2 10 2 8 10 2 2 8 10 8 10 10 2 10 10 10 2 8 10 8 10 10 2 2 8 10 2 2 10 10 10 10 2 10 10 10 2 10 2 8 8 2 8 8 2 2 10 10 8 2 2 2 8 10 2 8 10 10 2 8 8 10 2
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Tree=155
num_leaves=112
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decision_type=10 2 2 2 10 10 2 2 10 10 2 8 10 10 10 8 2 10 10 8 10 8 8 2 2 10 2 2 10 10 8 10 2 2 10 10 10 2 10 8 2 8 2 2 2 2 10 2 2 2 8 2 10 10 10 8 2 2 2 2 10 2 2 10 2 10 10 8 2 2 8 2 2 2 2 8 10 2 8 2 2 2 8 10 2 8 2 10 10 8 2 2 10 2 8 2 10 8 2 10 2 10 8 2 2 10 2 2 2 2 2
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leaf_count=2758 396 1761 159 293 17362 1314 321 4982 2522 2090 164 263 10773 4434 242 25932 1262 7657 2413 8028 2908 1070 1384 425 1554 271 727 701 381 719 8087 2018 17123 3794 1258 6311 764 316 801 221 134 518 578 100 147 220 2067 273 584 2812 131 7312 803 319 1317 62 389 1375 502 354 342 472 291 435 252 329 117 688 376 218 425 94 144 1060 345 204 305 181 781 99 314 338 458 179 819 270 832 2426 260 4582 216 468 204 286 2038 380 106 92 483 61 290 419 684 171 1381 1040 1825 288 872 172 5455
internal_value=0 -0.00034381 -0.000144367 0.000586098 0.00134345 0.00214522 0.0034172 -0.00234666 -0.000918079 -0.00155757 -0.000185917 -0.000634987 -0.00134238 -0.000568204 -0.000904946 -0.00154274 0.0031311 0.00402742 0.00115191 0.000703892 -3.13879e-05 0.000400135 0.00187064 0.00652171 0.0104908 -0.00105034 0.00193152 -0.00208048 -0.00263607 -0.00320903 -0.00224075 -0.00918502 0.00512076 -0.00283258 0.0028262 -0.00119437 0.00528467 0.00434338 -0.00113263 -0.00102144 0.0101055 -6.72087e-05 0.00517969 0.00700974 0.0104731 0.0129052 -0.00140105 0.00547539 0.00857361 -0.000384606 -0.00654092 0.00193272 0.00556844 0.00977079 0.00182027 0.0113102 0.00571025 0.00821195 -0.00360191 0.0118105 -0.00572217 -0.000765752 0.00241186 0.0117705 0.00131424 -0.00796274 0.015783 0.0184238 -0.00843568 0.00659432 0.0117766 0.013968 0.0158397 0.0176282 -0.00377018 -0.00296968 0.00793807 0.00359717 -0.00211044 -0.00684298 0.0056961 -0.000356196 0.00395108 0.000383391 0.00591961 0.00693491 0.0140726 0.00466338 -0.0138693 -0.00576502 -0.00425747 -0.00686354 0.00213172 0.00683741 -0.00850376 -0.00256233 0.0181872 0.0158605 -0.00134104 0.00330724 0.0118083 -0.0100049 -0.000578676 0.00709208 -0.00572 -0.00183069 0.000346276 0.0114679 0.00952535 0.00473442 -0.00724048
internal_weight=0 11796.4 11544.7 8673.97 6411.88 4734 1807.26 2870.7 1677.88 2262.09 1537 1240.06 1152.24 1070.9 2038.01 2418.84 3493.94 2547.52 706.659 946.422 895.699 694.951 661.035 210.549 142.963 2255.83 577.281 1678.55 1568.8 1466.37 1376.98 251.688 1840.86 1286.57 547.411 833.204 1112.31 974.822 569.913 1352.46 37.351 520.909 102.429 125.038 96.0995 87.2699 1315.11 109.755 91.9511 450.487 451.86 521.248 785.665 206.296 322.805 137.486 184.541 146.922 121.768 50.723 127.681 189.157 134.618 182.067 447.93 163.011 76.4021 66.7454 140.881 112.571 61.0689 112.574 102.283 96.0021 37.6187 230.351 87.8227 24.4332 67.586 95.1429 90.4056 51.5026 579.368 209.662 369.707 337.595 70.7158 266.879 129.921 453.366 214.717 152.057 62.6597 47.5923 141.459 147.084 66.301 47.2452 99.5044 62.4096 27.2291 221.509 335.358 115.766 103.956 297.394 218.363 67.4036 96.0435 43.1281 224.074
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is_linear=0
shrinkage=0.0227381


Tree=156
num_leaves=112
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split_gain=32.3924 38.7532 38.4022 25.7515 24.7994 22.3971 20.0741 19.6558 21.8943 18.9525 20.6061 27.004 18.4341 17.9436 16.8014 16.5089 15.4871 15.3468 20.6825 14.2125 14.1276 16.9938 14.1141 14.3974 13.6812 14.5535 13.3277 13.2651 13.2616 13.2558 14.9515 14.3123 13.1914 13.077 13.0502 12.7441 12.5163 12.2375 12.172 12.1616 13.9286 13.3656 12.1344 11.8505 11.671 16.3574 12.6248 11.6504 11.5833 11.2012 11.0576 11.5362 10.7912 14.3011 13.3303 10.7114 10.7102 13.0808 10.635 10.5277 10.2961 10.266 10.0799 11.238 11.0028 10.0181 9.9209 9.88238 9.87175 16.3062 12.9148 9.86938 10.2297 9.81162 16.5248 11.7215 10.7943 10.5257 10.4363 9.74092 9.62829 9.77508 9.6152 9.49973 9.3456 9.34186 9.28363 9.27506 9.17542 9.15656 12.6844 9.23931 8.9965 8.90037 8.89904 8.8191 8.75019 8.62497 8.59822 8.5197 8.5046 8.31835 17.5677 8.25013 8.22067 11.2767 8.42342 8.1923 8.18337 8.08358 10.8424
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Tree=159
num_leaves=112
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decision_type=2 8 10 10 2 10 8 8 10 8 10 10 10 8 10 8 2 8 10 10 2 8 10 2 2 10 8 8 2 10 2 8 8 2 2 10 10 2 2 10 2 2 2 8 8 8 10 2 10 2 2 2 10 2 8 10 10 2 10 10 2 10 2 10 10 2 2 2 2 2 8 2 2 10 10 10 8 10 10 8 2 2 2 8 2 10 10 8 2 8 2 10 2 10 2 2 8 10 10 2 10 10 2 8 2 2 2 8 10 2 8
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leaf_count=122 2677 3675 869 348 1667 264 1620 1578 266 36852 3354 9137 1135 1166 474 602 1374 110 184 3328 267 262 1891 1554 412 1309 346 5295 880 179 2660 217 295 444 1826 2028 187 549 5258 236 339 1427 1011 283 3767 6596 1519 794 353 586 536 426 1627 938 1207 98 1232 8046 4701 2913 416 82 225 1027 2671 628 1353 12624 611 1237 1536 529 173 457 163 1013 566 1506 1425 516 286 120 1561 634 1579 278 364 4506 226 2146 431 292 2294 302 272 5380 380 180 102 8714 416 584 280 284 3718 332 117 476 105 150 605
internal_value=0 0.000317831 -0.000591976 0.00159257 -1.08438e-05 0.000156732 -0.00725223 0.000760288 0.00140473 0.00125615 0.00424949 0.000485056 -0.00281815 0.00203976 0.0032332 0.00027893 -0.00248366 0.00469008 0.0115416 -0.00200095 -0.00468196 -0.000984023 -0.00153484 -0.00317118 -0.00523038 0.00130577 0.00315605 0.00409414 -0.00236328 -8.98658e-05 0.00206412 0.0043359 0.00378882 0.0106012 0.00575099 0.00628422 0.0140185 -0.00414997 -0.00461046 -0.00527669 -0.00219752 0.00536802 0.0162635 -0.00569814 -0.00335618 -0.00437172 0.00160415 0.000983119 0.00658376 0.00260954 0.00567225 0.00417652 0.00731988 0.000193658 0.00297751 0.00940894 -0.002615 -0.00114415 -0.00548729 -0.00400594 0.0070033 0.0185719 0.00150241 0.000929451 0.00354398 0.00109654 -0.00163735 -0.00604549 0.00125567 -0.00281094 0.00442326 0.00762083 0.00942882 -0.00376148 0.0103031 0.000919192 0.00190193 0.00088304 -0.00952767 -0.00117287 0.0115238 0.016039 -0.00341756 0.00237957 -0.00743573 0.0101254 -0.00572659 -0.0027948 -0.0033242 -0.00531453 0.00334181 0.00501877 -0.00792237 1.13615e-05 0.00967511 0.00767832 0.0071802 0.0119888 -0.00504656 -0.00451686 0.00212248 -0.00539751 0.00332141 0.00256352 -0.00285869 -0.000768975 0.00702712 0.0147649 0.0169192 0.020572 0.00323115
internal_weight=0 13346.7 7790.83 5555.89 6704.42 2967.9 283.374 5115.22 4150.72 4120.55 836.087 3284.46 649.484 1403.63 2587.99 706.352 1589.2 134.608 69.1045 964.505 500.137 131.806 1564.27 1454.59 206.799 2634.98 1164.77 1004.06 1301.02 637.264 595.775 1881.64 1743.22 138.417 1028.64 983.661 115.892 1086.42 1048.28 979.821 1438.02 808.383 104.994 957.643 1076.92 894.758 182.165 223.324 109 499.552 126.247 403.317 221.388 181.93 146.673 240.311 160.712 584.569 484.338 415.951 585.059 94.5413 226.078 714.577 352.376 266.039 362.201 941.217 361.098 158.535 202.564 139.353 22.1777 96.2352 86.3372 464.368 428.796 406.106 153.563 195.679 62.597 45.8416 163.264 47.5909 683.359 52.6954 73.1647 334.455 238.859 195.372 46.463 43.4867 168.851 49.3667 27.7457 757.583 56.6655 39.661 44.9825 663.761 76.3106 587.45 152.123 53.016 724.618 63.6503 38.1363 69.2645 30.1675 36.013 71.0367
internal_count=201168 196049 122196 73853 100508 40723 5119 72455 56494 56123 7690 48433 10272 15970 33130 10365 28053 2302 928 15961 9548 2442 24753 25751 3610 38161 12753 10355 20651 10057 4238 22765 20693 2072 9856 9459 1628 21688 21022 20153 23065 7932 1441 19744 18208 14081 4127 2221 2244 6755 1688 5428 2809 2619 2145 3452 2398 9600 9281 7614 5711 1093 2051 10837 4489 3299 6348 19461 4857 2181 2676 2065 409 1327 1190 6413 5400 4834 5100 2423 820 556 2077 744 14203 457 1883 5859 3217 2803 657 414 3198 904 489 7408 822 560 397 10594 1296 9298 1907 741 10314 868 666 902 371 436 944
is_linear=0
shrinkage=0.0227381


Tree=160
num_leaves=112
num_cat=0
split_feature=40 153 7 199 180 178 151 187 2 161 153 183 142 133 186 182 141 133 186 145 187 151 0 8 12 134 29 131 122 22 145 125 48 145 133 183 141 162 174 204 178 189 126 167 144 199 154 183 154 217 219 127 166 214 205 226 217 152 152 78 199 133 205 180 189 131 127 188 187 229 220 167 157 170 154 162 7 144 142 14 93 222 22 153 126 79 191 162 226 205 219 70 58 17 222 225 154 39 123 72 226 154 15 35 219 62 232 219 6 205 191
split_gain=31.0071 23.7673 22.881 26.6638 22.3996 30.9193 30.189 23.1277 19.1089 17.4388 17.3029 17.1251 16.4036 16.6159 16.3572 17.0759 15.5698 15.3359 15.3203 15.0065 13.9306 13.7556 13.7527 13.4112 15.9553 15.1289 13.1281 13.0597 12.042 11.5461 11.4953 11.3717 12.2302 11.7912 11.6381 11.1235 10.852 13.4076 10.8259 11.7547 10.7031 14.8842 10.6182 10.485 10.4683 10.4567 12.1011 10.39 10.37 10.127 11.1933 10.054 14.5261 13.7143 10.0229 9.89906 10.0379 9.81258 9.7705 9.7096 9.65227 10.0402 13.046 12.4745 9.64125 10.2691 9.62712 9.5836 9.47195 9.43247 9.36931 9.35042 9.2751 12.9072 9.22381 9.18935 9.12202 9.43883 9.12871 9.05962 8.92441 8.80818 8.79579 8.77334 8.69383 8.65968 9.98492 8.64525 8.4959 8.33863 8.30121 10.4292 8.27263 8.85632 8.2563 8.20258 7.99874 7.99615 7.7967 7.54394 7.46212 7.40338 7.34397 7.30555 7.29172 7.21168 7.11761 6.80748 6.67852 6.67309 6.6398
threshold=0.66396602682505534 5388750.0000000009 16580.250000000004 120561.19734890111 8955.9900000000016 0.10263157894736843 -320.49999999999994 4.5820483314154208 1.0000000180025095e-35 0.26437607195228269 687177.00000000012 -1045.4999999999998 -1558.6833333333332 0.042895896366118159 28981.867500000004 -494.95833333333331 0.032764714508185529 0.092176954791788598 3591.3375000000001 203.03025216930575 1.6528464017185824 1002.5000000000001 1.0000000180025095e-35 451660.50000000006 1.0000000180025095e-35 0.24112447288536654 2.5000000000000004 0.2593523299624147 0.09741734110711861 1.0000000180025095e-35 731.54782091205072 4.0588637919233408 0.15895000000000001 129.40215092522487 0.25305910869937898 -2617.4999999999995 0.46479816206786323 0.88938735052312745 7.5000000000000009 -0.097684107720851884 0.12701612903225809 0.028674203494347381 0.097553467665468449 0.43095238095238103 -69.499999999999986 142656.15218354433 163486.35000000003 -2748.4999999999995 1005229.8225000001 -0.0088813262991607172 0.019331683404743675 20070.881488948085 6.5000000000000009 0.012791618704795839 0.027015853673219684 -0.012750820722430943 0.0044115716591477403 115064.20285714287 500094.79615384626 0.17710000000000001 8761.8257812500015 0.35327518471355762 0.018483193591237072 27498.436875000003 0.16521343543862313 0.60755955927795513 29995.032584468536 0.47836488454337428 15.003731343283585 -0.006179878953844308 -0.019756249152123925 0.86038961038961048 948919.50000000012 20.93933823529412 10813380.930000002 0.82824223919911411 32276.250000000004 -1016.4999999999999 -1687.9333333333332 0.018717500000000001 -1654.4999999999998 -0.0081870686262845976 1.0000000180025095e-35 31503.150000000005 0.17567749311936307 0.13165000000000002 47.500000000000007 0.39222357372863187 0.012373337987810375 -0.084929242730140672 -0.0097751179710030538 0.088750000000000009 0.98785000000000012 -9011.4999999999982 -0.0014280260656960306 -0.0022809107322245832 841076.25750000018 0.13124647978067347 0.79113648600476216 0.98435000000000017 -0.010573406703770159 1317848.2200000002 -21781.499999999996 1.0000000180025095e-35 -0.019031885080039498 0.15515000000000004 -0.0030430025653913613 0.010625041089951994 1125045.0000000002 -0.013355458155274389 19.500000000000004
decision_type=10 10 10 10 8 8 8 10 2 10 8 10 8 8 10 8 2 10 8 8 8 10 2 8 2 8 2 10 8 2 10 2 8 8 8 10 2 10 10 2 10 10 2 8 10 10 8 10 10 2 2 2 10 2 2 2 2 10 10 8 8 10 2 10 8 10 2 8 10 2 2 10 10 10 10 10 10 10 10 2 10 2 2 8 2 10 8 8 2 2 2 8 10 2 2 2 10 10 10 10 2 10 2 2 2 10 2 2 2 2 8
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Tree=163
num_leaves=112
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decision_type=10 2 10 2 2 8 8 8 8 8 8 8 10 10 8 10 8 10 10 10 10 10 10 10 2 8 2 10 2 8 2 8 8 2 10 10 8 8 10 10 10 8 10 2 2 2 2 10 10 10 2 2 2 8 8 10 2 10 8 2 8 8 10 10 2 2 10 8 2 8 2 2 2 10 2 10 2 10 2 10 2 8 8 2 2 10 2 2 8 10 2 2 10 10 2 8 10 2 8 8 10 10 2 2 10 2 10 8 10 10 8
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leaf_count=735 449 445 10135 403 901 6920 2626 375 1303 9221 3410 832 703 903 654 1125 391 549 4139 3529 569 1326 330 947 252 470 548 1858 467 3512 111 6212 4114 20519 448 589 982 793 61 94 555 14038 4682 252 1542 628 4315 260 529 394 788 1234 405 2240 5393 759 609 336 433 180 733 5101 547 2985 1197 189 164 1559 5536 2301 1120 413 1161 414 2455 154 15023 2640 131 370 498 101 1766 1362 482 84 929 1655 372 180 438 1983 1307 179 1391 791 122 1152 879 475 814 158 1991 359 337 477 260 106 206 419 1834
internal_value=0 -0.000194888 -0.00071362 -0.00142505 -0.0023613 -0.00314578 -0.00185274 0.00100255 -0.000429936 -0.00160992 0.00212592 0.00314399 0.00113773 0.00276324 0.00105438 0.00333193 0.00189593 -0.00163881 0.00419152 -0.000406984 -0.000755757 -0.00722538 0.000323713 -0.00205798 0.00853658 0.0112365 0.00826837 0.0101994 0.00463092 0.00458817 0.0109929 -0.00536805 -0.0037708 -0.00428865 0.000178187 0.00536928 -0.00326258 0.00405104 0.0147501 0.0190335 -0.00179194 -0.00465869 -0.00325646 -0.00303206 0.00370416 0.00712297 0.00133678 0.0141724 0.0030437 0.00407948 0.00968457 0.00329028 0.00381816 0.00296332 0.00176967 0.00997839 0.0061795 0.0100285 0.0042025 0.00243071 0.00343548 0.00495466 0.000805597 -0.000742701 0.00349816 0.00813812 0.00663821 0.00515833 -0.00232504 -0.000576791 -0.00520954 -0.00212531 0.00555779 0.0034044 -0.00495012 -0.00571017 -0.000271224 0.00208514 0.00597925 0.0084005 0.0103674 -0.000613785 0.00109181 -0.000625803 0.00279678 -0.00852145 0.00899393 0.012574 0.00324413 0.0163483 0.000404645 0.00482557 -0.00415844 0.00215192 0.00199921 -0.000876228 0.00852888 0.00279388 0.00528655 0.0113948 0.0185935 0.0150056 0.00247264 0.00910252 0.00535999 0.0164979 0.0112065 0.0174416 0.0234903 0.00800483 -0.00755426
internal_weight=0 11763.6 9619.48 6950.54 5016.18 4237.57 2688.83 1934.36 1268.82 1033.67 2144.12 1827.37 2668.94 1297.15 1592.86 702.159 778.607 307.53 471.077 1371.79 890.696 120.364 770.332 472.355 202.454 161.176 216.695 190.164 235.146 626.421 111.488 1548.74 1379.05 1298.68 1309.78 96.9655 490.5 297.977 38.9803 33.5872 423.636 1392.31 950.356 382.835 665.546 265.235 400.311 83.2466 514.934 468.231 71.4504 1234.42 1158.02 1028.09 840.665 129.929 114.436 82.6256 80.3722 1624.92 1220.89 894.171 261.767 326.716 207.298 112.436 632.404 551.267 966.412 608.145 358.267 41.2777 267.497 181.989 210.564 246.742 1260.72 196.166 513.579 308.279 258.201 404.032 326.253 285.788 170.289 54.4693 156.334 213.974 48.3882 70.3786 386.938 140.09 353.865 205.3 225.613 162.518 28.9707 426.001 103.717 48.2041 64.7603 165.586 206.258 58.1898 98.7158 45.7566 40.4648 25.2683 18.8115 187.422 441.952
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is_linear=0
shrinkage=0.0227381


Tree=164
num_leaves=112
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split_gain=32.3541 29.6663 29.3713 21.5846 20.6664 21.6624 18.5349 18.0953 16.3071 16.8272 20.9087 15.2861 14.9526 18.3148 18.1846 15.4011 18.1879 14.8127 14.452 15.6785 14.117 13.984 13.4575 15.0492 12.9795 12.8681 12.8589 13.7147 16.0793 12.7402 12.2487 12.1365 11.7909 11.6177 14.7283 11.3669 11.2533 11.1495 10.9889 10.9652 10.8316 10.8137 10.5064 10.3628 10.3141 10.2849 10.2243 12.7198 10.1798 10.1522 10.1387 10.8997 10.1075 12.6668 10.4536 10.1027 10.343 10.0918 9.88895 9.8362 9.75004 9.73179 9.62923 9.58274 9.54634 14.5263 9.48581 9.48396 10.9575 10.9138 10.0281 9.38404 9.24458 9.21265 9.16095 11.9341 9.15125 9.11369 8.83569 8.8193 11.0637 8.78256 8.74289 8.68468 8.64492 8.56938 8.56256 8.84766 10.5422 9.81881 8.51214 8.48338 8.44751 8.39133 8.38836 8.37223 8.35799 9.50914 8.34294 8.32974 9.23408 8.90779 8.25051 8.18654 9.42367 8.27364 8.17985 8.09263 8.01377 9.02812 7.97228
threshold=1.0000000180025095e-35 78.000000000000014 2.5000000000000004 -10440.499999999998 0.67593318501878541 2.5000000000000004 25.556466302367948 -9011.4999999999982 1.0008604452809433 0.013083500000000001 1184422.5000000002 0.15812891910032137 2.5000000000000004 20267.550000000003 1288566.0000000002 -20088.499999999996 -0.021335502155125138 0.00029946435824967926 8.8014084507042281 -1809.2249999999997 -2775.4999999999995 1.0000000180025095e-35 70767.112500000003 1314020.2500000002 0.99999901453172624 0.05277081592871067 -0.0058995147701352826 31860.750000000004 -1026.2967032967031 12804.750000000002 0.0082475859671831148 0.64390000000000003 -0.077187400311231599 0.30850602613156303 0.07991596638655464 0.060157176107168205 0.090050000000000005 -0.050435023382306092 0.013881712686270477 3.5000000000000004 0.021259079973720386 0.6577097693736208 0.0048788725398480901 794.91666666666686 0.25000000000000006 0.75941309239494947 1.0000000180025095e-35 2.6530581779155553 122028.75000000001 0.1876586294416244 659616.75000000012 0.021981924772262577 0.047324095059930467 0.87320882555287649 0.12393104285001756 -0.021088916808366772 2.5000000000000004 0.07740000000000001 1.57485917270961 -0.0024835828226059671 2.5000000000000004 1.5000000000000002 -75.499999999999986 2.5000000000000004 4.5000000000000009 0.046650000000000004 0.13094841172443952 0.026236543431878093 0.36812987827773896 2.5000000000000004 0.21049744709145082 0.22320604107274528 0.013478803448379041 0.024887000000000003 -0.048661982640624039 -240.64583333333329 400.55000000000007 0.055474147200584419 87.055555555555571 3727297.0800000005 -2152.8333333333326 1804688.5500000003 0.064350000000000004 0.047550000000000009 13.500000000000002 0.056997322895526455 12.195756331279947 0.15537308156490329 -0.0049023469910025588 0.014690671116113664 -464.49999999999994 -0.026790630072355267 0.011213153600692751 0.023950245231390003 -1684.9374999999998 -3653.4999999999995 0.16110066602187156 -448.97916666666657 -0.0492806639522314 1.0000000180025095e-35 -0.01034355442970991 655.4599231464739 -1.0000000180025095e-35 93062.250000000015 0.0029219152638688688 -0.0062054803129285565 11.539230769230771 -0.01105150720104575 0.056877478845754594 0.88338376177061118 0.39415259503100603
decision_type=2 8 2 2 10 10 10 2 10 2 10 2 8 8 2 2 2 2 10 8 8 10 10 8 8 10 2 8 10 10 2 10 2 8 10 2 10 2 2 10 2 10 2 8 10 8 8 2 10 10 2 2 8 10 2 2 2 8 10 2 8 2 8 10 10 8 10 2 8 2 10 8 2 2 2 8 8 2 10 10 8 10 8 10 10 10 2 2 2 2 8 2 2 2 10 2 10 8 2 2 2 8 2 2 2 2 10 2 8 10 10
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Tree=167
num_leaves=112
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decision_type=2 10 10 2 10 10 10 10 10 2 10 8 10 10 2 2 10 8 2 10 8 8 8 8 2 2 10 10 8 10 8 10 8 8 2 10 2 2 10 10 8 2 2 10 2 8 2 10 10 8 2 10 10 2 8 8 10 8 2 2 2 10 8 2 2 8 2 8 2 2 2 2 10 8 2 2 2 2 10 8 2 8 10 10 2 2 2 2 2 2 2 2 2 2 2 10 10 8 2 10 2 8 2 10 10 2 2 8 10 2 2
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leaf_count=164 60 101 947 26982 243 64 100 4391 911 10697 293 60043 2817 492 21176 5596 2077 8903 308 99 214 2799 257 626 2591 162 147 149 168 1081 1892 208 495 244 217 2449 374 326 272 124 393 1755 106 961 955 284 149 461 1125 107 393 934 3165 219 124 270 510 213 523 84 679 141 1388 2710 74 273 913 107 112 106 1872 83 188 257 298 108 110 147 75 129 81 116 73 172 95 104 289 279 95 219 93 216 2524 6889 1100 157 534 362 694 157 98 90 89 181 58 87 2082 100 110 157 141
internal_value=0 0.000379286 0.000305114 0.000435721 -0.000489544 0.00181875 0.00208659 -0.000133044 0.00273509 0.000679124 0.00378618 -0.000626077 -0.00357769 -0.000178175 -0.000355847 -0.000114891 -0.00153512 -0.00627501 -0.00379913 -0.00442625 5.78259e-05 0.00351118 -0.00622709 0.008431 0.00158262 0.0061121 0.0080484 0.0170538 -0.00374974 0.00101832 -0.000771317 0.00692164 0.00848415 -0.00788515 0.000991095 -0.00578732 0.00310298 0.0063608 0.00159931 -0.00431556 9.06014e-05 0.00849686 0.0151794 -0.00464908 -0.00564623 0.00270174 0.0187196 -0.00696874 -0.00260693 -0.00191175 0.000330416 -0.00172874 -0.00485591 0.00570271 0.0111905 0.0166417 -0.00699923 -0.0075381 0.00220246 0.0017649 0.00787432 0.0121032 -0.00889434 -0.00674529 -0.00334821 -0.00513353 -0.0012926 0.00645982 -0.0113795 0.00723579 -0.0105161 -0.0124906 -0.0126607 0.0160843 -0.00936461 -0.0103254 0.0231353 0.00671335 -0.00537951 -0.00525785 0.0041979 -0.00948084 -0.010497 0.0119153 0.00520662 -0.0112555 -0.00906267 -0.0124303 0.0134172 0.0182975 -0.0110877 0.00178952 -0.0120026 -0.0102884 -0.0131044 -0.00468082 -0.0115406 -0.00148216 -0.00899604 -0.0144555 -0.00704788 0.0029201 0.0079849 -7.13397e-05 -0.0119584 -0.0132059 -0.0133667 -0.00262798 -0.0135553 0.00562339 0.0111305
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is_linear=0
shrinkage=0.0227381


Tree=168
num_leaves=112
num_cat=0
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split_gain=30.0174 26.9171 26.7023 22.8483 20.1416 17.158 16.3169 16.2983 28.7546 16.3421 15.5002 14.667 15.6191 14.5051 13.7207 14.3934 13.6359 13.4654 13.7451 13.2353 12.1052 11.9135 11.8069 11.2766 11.7733 11.1663 10.529 10.2679 11.0725 10.2634 10.1261 10.5959 10.2209 9.98374 9.93643 9.88675 9.55919 9.52129 9.45103 8.93761 8.92788 8.76546 8.68497 8.91852 8.68467 8.46933 10.6229 8.25597 8.2192 8.16172 8.15671 8.13694 8.10918 8.04107 7.99264 7.97254 8.6906 8.63435 7.90986 7.88423 7.87409 7.62058 7.78462 7.61599 9.18205 7.72701 7.54716 7.51338 7.46913 8.11795 7.19156 7.08022 6.9699 6.93219 7.70963 9.65732 7.55574 6.83834 6.80924 7.78813 6.7431 6.68679 6.61588 6.47929 9.15902 6.40823 6.39557 6.8908 6.32818 6.2993 6.28053 6.60293 6.27892 6.19252 6.09161 6.1195 6.05761 6.04829 5.8779 6.43987 5.84669 6.23239 6.3706 5.86846 5.79537 5.68238 10.8114 5.626 8.00969 5.86021 5.65077
threshold=-4560.4999999999991 0.907801470514919 2.5000000000000004 0.72109257722551434 4500002.2500000009 -14.499999999999998 1.5000000000000002 12.500000000000002 11.973153153153154 3407.260789793444 0.7163286385707851 192996.80625000005 -5365.3962362637349 443701.12500000006 0.32937124458572664 0.014491999999999951 103614.75000000001 5.715476190476191 1.0000000180025095e-35 0.4697114109615928 -0.021450174972414967 26.693092621664054 0.026539263583095583 7245.3446736106498 36666.600000000006 2862.3475000000003 -417.49999999999994 0.13005000000000003 378944.87625000003 0.00023161009448813277 9564.2550000000028 -0.0097567373886704428 90002.250000000015 -5184.4999999999991 -0.003324251738376915 -551.49999999999989 -1456.4999999999998 5630.2432268697776 2095578.6975000002 0.99999851971384668 -0.0017365271924063561 0.0025267933961004023 -4319.4999999999991 0.030732379294931892 0.15316130041792411 0.95192772401062509 0.98035000000000017 0.016495121874082436 -0.0041194381192326537 0.0077348200138658294 0.011724870186299087 0.086174971803523931 0.21647760839032512 -696.49999999999989 20162.250000000004 0.27888888888888896 -0.0046397303231060496 0.99999798890203351 0.0052799051627516755 3.6117746677636737 9.5000000000000018 0.80801285676269685 11.500000000000002 0.007849022280424835 11690.257500000002 35030.422500000008 323471.25000000006 238533.79821428575 9.5000000000000018 1046729.2500000001 -0.0089768581092357618 -0.0018072426319122312 1.4840331633040003 1.5000000000000002 -0.0067810462787747374 0.24013888068082601 0.16345713649785296 42436.500000000007 505289.25000000006 0.0089035681448876875 0.12835871545269423 -0.030354647897183892 25962.750000000004 -120.49999999999999 0.017575762234628204 0.98485000000000011 0.012902395799756052 337.67047546347823 134174.25000000003 0.25214506384952406 6.5000000000000009 0.037750000000000006 -0.056281603872776025 -201.49999999999997 -6375.4999999999991 -0.0080343284644186479 0.57179952324457861 0.098350000000000007 0.055542479745283709 0.41004623791509043 4204.4007347972984 83819.531250000015 866134.77750000008 0.26125000000000004 -0.017080963589251038 -0.011631201952695845 119884.50000000001 35.500000000000007 0.003274389542639256 -0.0039490861818194381 0.015916500000000004
decision_type=2 8 2 10 10 10 2 10 10 2 10 8 10 10 10 2 2 10 2 10 2 8 8 2 8 10 10 10 8 2 10 2 8 2 2 8 2 2 8 8 2 2 2 2 10 10 10 2 2 2 2 8 10 10 10 8 2 10 2 2 2 10 8 2 10 8 10 8 2 10 2 2 2 10 2 10 10 8 10 2 2 2 10 10 2 10 2 8 2 8 10 10 2 2 2 2 8 8 10 8 10 10 8 10 2 2 8 10 2 2 2
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Tree=171
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decision_type=2 2 8 8 2 8 2 8 10 2 2 8 10 10 10 10 2 2 2 10 10 2 2 10 8 10 8 10 2 10 10 2 2 2 8 2 2 2 8 2 10 10 10 2 2 8 2 2 2 2 2 2 10 10 8 2 10 2 2 8 10 2 2 2 8 10 2 8 2 2 8 8 2 2 10 2 2 2 8 10 10 10 10 10 8 10 2 2 8 10 2 2 2 2 8 8 2 8 10 10 10 8 2 10 10 10 2 10 8 2 2
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leaf_count=152 632 2001 2020 1206 622 1280 712 821 141 191 166 14452 1030 23046 1395 5299 6234 1495 472 1195 672 7497 4320 370 351 597 8329 3671 132 312 940 198 1900 208 4248 365 778 284 7632 10214 3525 133 1133 358 264 413 3593 545 1270 290 339 6914 189 189 343 1291 354 162 340 2638 1663 11673 811 502 1172 547 394 1650 930 326 197 4573 166 1384 68 1517 187 142 505 117 84 134 957 98 77 3622 1200 509 181 1957 158 658 142 126 1528 669 131 3316 317 370 365 3326 374 346 309 338 88 180 7852 705 369
internal_value=0 0.00051646 -0.000384667 -2.55143e-06 0.00185701 0.00241977 0.00167269 0.00281074 0.00596093 0.001167 0.00071315 0.00157219 0.0012629 0.000517882 -0.00178053 0.000949637 -0.0013369 -0.00181036 -0.00132825 -0.000204108 -0.00275594 -0.00473145 0.00141482 -0.0060788 -0.000497013 0.00478124 0.00520873 0.00453666 0.0135478 0.00417407 0.00850219 -0.00427642 -0.000346515 -0.00205138 0.00558713 0.00822677 0.00384904 0.0109373 0.000694913 -0.0035214 4.30962e-05 0.00226614 0.00880569 0.00569332 -0.00097643 0.00478227 -0.00500327 -0.00408346 0.00113224 0.00702641 0.00256567 -0.00325224 0.012028 0.0123538 0.0105836 0.00543939 0.0070612 0.0104038 0.0156419 0.00315832 -0.0069805 0.00143693 0.00424305 0.00142841 0.000834085 0.0134411 -0.00967924 -0.00267134 0.00229414 -0.00500846 0.0106097 -0.0123443 -0.00694968 0.0123746 -0.00459816 -0.00181008 0.00236394 -0.00209822 0.0108492 0.019923 0.0235473 -0.00198641 0.00219498 0.00755491 0.0107575 -0.00440612 -0.00305453 0.0154543 -0.0032014 -0.00595712 -0.000736554 0.0056994 -0.0030877 0.00519028 -0.00500671 -0.00871169 -0.00737717 -0.00713462 -0.0018542 -0.00492145 0.00439777 -0.00746502 -0.00665411 0.0032431 -0.00400733 0.010338 0.0148772 -0.0045558 -0.00649899 -0.00517766 0.0144944
internal_weight=0 12496 7476.41 7014.31 5019.55 4390.64 3636.18 2638.88 754.458 4260.84 3881.59 2889.41 2815.75 2410.15 992.181 1363.67 997.295 2753.47 2546.94 1850.53 715.96 537.981 1134.57 462.105 922.023 1275.21 1232.72 1153.06 79.6514 193.496 116.928 696.412 255.169 628.916 405.61 519.613 206.657 312.956 1060.76 1080.21 319.655 1044.21 108.196 379.247 122.709 165.164 760.556 318.719 119.629 338.171 156.598 798.684 73.6544 281.99 181.573 125.952 142.582 103.176 66.2406 177.978 102.513 936.014 152.656 603.305 234.846 262.89 244.762 72.1795 136.08 154.491 73.8025 172.582 56.1124 160.565 41.0759 217.343 111.996 77.6396 34.3568 51.0963 41.6031 39.4059 563.797 62.651 53.262 662.604 508.845 60.3572 554.413 256.009 298.404 76.5664 221.838 38.9893 182.849 251.71 235.347 199.09 172.195 116.748 55.4464 206.532 142.572 25.6028 455.054 83.948 51.8686 96.4482 441.243 383.557 44.1271
internal_count=200873 178561 117952 106428 60609 54898 46955 32500 7943 63223 58959 43640 42776 37498 15319 18950 14455 43205 39247 24623 12002 8692 12621 11524 13175 13550 12953 12000 953 2647 1252 14624 4572 5711 5278 5034 2013 3021 11952 22312 6327 13651 1266 4264 1222 1756 15985 5482 1815 3838 1821 12672 864 2737 2017 1482 1604 1116 703 3310 1861 12385 2711 7693 2909 2548 7153 2210 2136 4571 669 4943 1816 1727 426 4371 2351 1659 692 541 424 488 7191 685 544 10536 11723 698 5089 2296 2793 839 1954 268 1686 4262 2088 3667 2224 1542 682 3958 4245 720 10523 791 453 958 10052 8557 446
is_linear=0
shrinkage=0.0227381


Tree=172
num_leaves=112
num_cat=0
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split_gain=30.1161 20.4032 24.0092 22.7058 17.9554 17.2169 16.7649 15.624 15.0758 14.8026 13.7651 13.6626 16.5448 13.438 14.2218 13.0762 13.0537 13.0503 13.2293 17.5693 12.924 12.3196 11.8716 11.8565 11.7497 15.0636 14.2144 11.6914 11.6614 14.1747 15.794 13.2065 11.6327 13.9679 11.5975 11.5653 14.5575 14.007 11.4881 11.2558 11.1341 13.047 11.2979 13.6872 12.7772 12.178 12.1087 11.4549 11.2711 11.0347 16.0844 11.0024 11.0641 10.8811 14.202 13.8301 10.8129 10.7895 10.7465 10.7916 10.7359 10.7276 10.5902 11.307 11.2113 12.0239 10.4457 10.3592 10.7107 10.2353 9.92198 9.77265 9.70839 9.61609 12.089 10.2474 9.51507 9.5141 9.49396 10.0504 9.47287 9.45402 9.37102 9.27306 10.1422 14.1115 9.22839 9.21393 9.09604 9.02809 9.62821 9.30967 9.0151 10.7778 8.99935 8.99642 9.32147 9.18709 8.97435 9.74955 8.90866 8.87201 8.82704 8.70339 8.6809 8.6779 8.67745 8.59145 8.53875 8.51102 8.4858
threshold=5.5000000000000009 24.507886239443618 5.485284052019165 0.034563529532318414 29.006160164271048 0.15756996959050437 0.9202492038815222 0.33848021082472263 0.034550000000000004 0.032764714508185529 0.060350000000000008 34503.000000000007 -0.0073501807637512675 5.5000000000000009 0.0032500000000000007 1915601.7277500003 -786.49999999999989 0.081450000000000009 0.013083500000000001 1.026885497186895 0.45203525592431992 16.567117117117121 -0.014921942260116337 0.31561479101604023 1.0210489044675026 22721.075587127631 8.5000000000000018 0.076150000000000009 0.0079659898765385168 0.00072880773223005246 116502.75000000001 0.019869515672326091 22.500000000000004 8.5000000000000018 -740.21111111111099 4435.4522271963924 19.765331664580732 0.027527500000000003 0.26382935402263274 12903.018750000001 25.828264208909374 1.0000000180025095e-35 1.5000000000000002 8084.8004790618716 0.059250000000000004 0.82562599815016269 1.0000000180025095e-35 -0.078080482780933366 0.015094363596290352 110072.25000000001 0.01192688010632992 -2667.4999999999995 13232.430000000002 0.094800000000000009 51.683778234086255 12584.385000000002 0.56985862781614449 53533.687500000007 -749.54166666666663 0.97745000000000004 30.500000000000004 -0.0060118646360933772 -4335.4999999999991 0.22432498177578855 43461.739076086968 0.19471171005705643 -1501.4999999999998 -0.0035350177204236384 1845.7650000000001 8761.8257812500015 9.4661190965092423 0.037300000000000007 -0.022887601517140862 1170002.2500000002 0.97350035084337783 14968.140000000001 -1292.4999999999998 -960.49999999999989 0.10827922077922079 1.008375416236923 -0.0055602320935577145 -8636.4999999999982 217116.00000000003 110412.00000000001 -0.015135114081203936 0.80115071606778165 0.2990000000000001 1.0000000180025095e-35 0.28349763751993046 -89.499999999999986 -0.018033822067081925 0.0054170088842511186 0.11020897328853609 1.0000000180025095e-35 0.00066559994593262683 26.500000000000004 -352.2596153846153 0.027826171118854048 0.026754350401461128 0.18080624092456646 2.5000000000000004 0.0011854637414216997 0.049115417525172241 0.89381431179995785 10.246833413500083 -1934.4415584415581 -761.49999999999989 80880.750000000015 -997.78888888888878 0.1801663469581968 0.01731288675635714
decision_type=2 10 2 10 2 10 8 8 10 2 10 10 2 8 8 10 8 10 2 10 2 10 2 10 8 2 8 10 2 2 10 2 8 10 10 2 8 2 2 10 10 2 10 2 10 8 2 2 2 10 2 8 8 8 2 8 2 8 8 10 2 2 2 2 8 8 10 2 8 8 2 8 2 8 10 10 10 10 8 10 2 2 10 10 2 10 10 2 10 10 2 2 2 8 2 10 10 10 2 2 10 2 2 10 10 10 10 2 10 10 2
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is_linear=0
shrinkage=0.0227381


Tree=175
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split_gain=28.5499 26.4819 24.9555 25.9003 25.0888 22.0286 22.7984 21.448 19.487 19.076 18.8115 18.2427 16.7217 16.4978 15.5643 15.3147 14.3339 13.8984 15.2502 13.0423 12.8356 12.8947 12.7965 12.5386 13.392 12.4873 15.8882 13.9714 12.6303 12.4281 12.3394 11.8571 13.6176 11.0626 11.4396 12.2953 10.9696 10.8595 11.139 10.9316 10.3785 11.4524 10.3332 16.1477 10.2413 10.105 10.0819 9.96808 12.069 11.8512 9.89152 14.3987 9.69731 9.61613 9.48295 9.35626 9.27924 9.26451 9.27851 9.07285 10.3073 9.04294 8.89948 8.63822 9.05869 8.93028 9.71355 9.59056 8.63728 9.77278 10.7906 11.607 8.48493 9.74869 8.41886 8.4031 8.38235 8.35704 8.31872 8.35957 8.1915 8.17414 8.15745 8.428 8.01894 7.7925 7.76262 8.47641 7.74633 13.1766 8.35514 7.70548 7.52291 7.44034 7.43824 9.15 8.90456 7.41076 7.62052 7.38575 7.38521 7.34384 7.23995 7.21223 7.1306 9.31327 9.55634 9.02501 8.85925 7.40876 7.12078
threshold=1.5000000000000002 3.5000000000000004 91445.964285714304 4.5000000000000009 0.035346173867777206 1.5000000000000002 69.500000000000014 118981.43100000003 4594.9387500000003 168750.00000000003 19.572004608294936 -1528.4999999999998 -253.49999999999997 0.64731537251798998 5041354.5000000009 0.97883538633818601 0.75058696690127069 36929.250000000007 1137.5000000000002 1.0139917146810749 -0.011782215908169745 -0.00077900802716612805 164901.77678571432 0.86325950362635562 -0.021395155228674408 -0.01431789994239807 1.5000000000000002 -250.49999999999997 -0.024235948920249935 78.500000000000014 -890.49999999999989 0.4857816711590297 23.718253968253972 10970.006785714288 15.407549857549858 2.6777052280199434 15180.750000000002 -367.49999999999994 -18736.499999999996 0.20936281916950625 0.013047201558947565 0.0017412877370990138 0.65312020762062051 54.500000000000007 0.024996684864163402 0.023313882760703567 0.58159449498525129 344.56711764705886 0.070200000000000026 -0.0065941489301621905 -1190.4999999999998 0.0003216131881345064 972.50771204243358 -0.0015859234845265744 0.01593650793650794 0.70303646756304206 680.50000000000011 -0.035970233380794518 0.65301003344481623 12823.567500000001 0.0062465759457481064 -0.033140072599053376 1.5000000000000002 0.14825000000000002 -1615.4999999999998 3.6643547275135222 9.1488076462052899 46680.750000000007 -0.00092368636978790153 -2056.4999999999995 0.022880459204316143 -0.015717040747404095 0.0047935075126588353 -0.002065611537545919 -912.49999999999989 7.5000000000000009 197860.50000000003 0.053711818038298255 0.019815362058579925 0.048150000000000005 -0.0048064235597848884 -2309.4999999999995 -0.0048759656492620698 2.1742581090407183 1.4449112978524745 307.90087877436616 -4320.4999999999991 6.5000000000000009 0.14395886245622708 -4264.4999999999991 526505.62500000012 0.29935137318325772 0.028256611898541454 -0.024717742577195164 0.012543159537017347 -0.014667717739939688 50297.745000000003 0.49551954757995276 12.500000000000002 0.002810269827023149 0.11456720846233232 0.87320802550135634 2.5000000000000004 0.15625000000000003 11107.743750000001 -2911.4999999999995 -0.003883508150465786 227447.2402597403 -0.023915080353617665 0.0060147626791149386 -4242.4999999999991
decision_type=2 2 10 10 8 2 10 10 10 10 8 10 8 10 8 10 10 10 10 10 2 2 8 8 2 2 8 2 2 8 2 8 10 8 8 10 10 8 2 2 2 10 10 8 2 2 8 10 8 2 8 2 8 2 10 10 8 2 10 10 10 2 2 8 2 10 10 10 2 2 2 2 2 2 10 10 2 2 2 10 2 10 2 10 8 8 2 2 10 2 10 8 2 2 2 2 8 8 8 2 10 10 2 10 10 2 2 8 2 2 2
left_child=7 19 4 14 5 6 8 13 9 -3 12 20 -10 59 16 -12 45 18 -5 33 94 30 40 24 -23 27 36 91 -28 47 75 -24 -33 37 -35 77 -27 39 -39 -2 41 -20 43 46 -32 88 -13 48 -8 -49 102 -52 -11 57 -37 -55 -57 85 -59 60 62 -61 93 64 72 100 67 -67 -66 -70 71 -71 73 -9 -75 -22 -31 81 79 -63 -25 -36 -45 -84 -15 -40 -19 -88 90 -90 -4 -18 -78 -1 95 -6 -97 99 -99 -79 -65 -56 110 -89 105 108 -107 -106 -44 -109 -21
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leaf_count=142 732 923 180 546 383 1130 474 992 9788 2787 8890 1047 46279 164 2052 4665 439 237 1381 194 3035 789 268 1925 1857 5025 174 651 479 5848 2162 1239 273 7546 260 1788 19076 1375 831 266 369 241 125 295 430 483 606 487 3355 1316 229 202 2171 179 81 1574 4179 597 1651 275 234 620 186 7016 728 304 503 246 404 122 128 351 3070 592 641 110 1458 251 402 168 2566 400 312 289 4129 247 133 497 2883 2754 86 1523 383 845 659 119 852 283 3541 219 165 186 192 352 710 137 263 321 586 207 679
internal_value=0 0.000677653 0.00110764 0.00275642 0.000376459 -0.000298329 -0.000145793 -0.0031612 0.000424344 0.00482994 -2.97471e-05 0.00296233 -0.000762538 0.00121641 0.00183027 0.0028666 0.00219926 0.00718968 0.00524411 -0.00186311 0.00111646 4.02777e-05 0.00677706 -0.00244705 0.00166033 0.00284442 0.00227638 0.00794381 0.0128522 -0.00368292 0.00312187 0.0107925 0.0130133 -0.00249584 -0.0042611 -0.00157468 0.00189083 -0.000515496 -0.001301 0.00845465 0.00255787 0.0050663 0.0063053 0.00902265 0.00744688 -0.00216036 0.012404 -0.000750081 -0.0035082 0.00381737 0.00393578 0.0105467 0.00659883 -0.000355846 0.00563131 -0.00261363 -0.00349205 0.0029205 0.00579731 0.00520156 0.00946681 0.000299914 0.0121209 -0.00547558 -0.00268555 -0.00780856 0.00313774 0.0121175 0.00307532 0.00843296 0.0140599 0.0186742 -0.00502134 -0.000557384 -0.00601646 -0.000650799 -0.00640071 -0.00354443 0.00359959 0.00796483 -0.00568474 0.00449168 0.00101736 0.00559575 -0.00423913 -0.00295552 0.0143083 0.0166822 -0.00338838 -0.0046863 0.00580206 0.0109332 -0.000550826 0.0150499 0.00727598 0.0104472 0.0141216 -0.00502221 -0.00642344 0.003679 -0.00884949 0.0177377 -0.00029539 0.019292 0.00256603 0.0063395 0.0134276 -0.00139521 0.00081055 0.00495368 -0.0034007
internal_weight=0 12507.4 10701.2 3280.37 7420.86 5891.16 5829.69 1080.26 5026.98 461.981 4565 1529.7 3648.3 375.011 2723.55 916.7 2607.47 556.829 449.038 1806.2 992.92 852.61 395.926 472.775 210.244 2273.95 2057.23 216.722 62.5809 802.716 379.835 195.996 167.291 1632.92 858.107 427.171 1994.65 774.817 719.191 55.6263 199.93 161.986 536.784 303.835 173.062 333.52 210.286 391.362 245.256 146.106 173.271 62.6117 403.065 654.632 88.2685 388.59 369.833 266.042 178.68 216.941 111.718 105.223 96.2041 705.249 329.59 375.659 31.1162 17.3311 94.2966 54.4423 37.1831 31.3088 235.293 116.871 65.7715 206.773 411.354 338.902 86.3975 59.9258 262.531 49.9166 93.5488 62.0096 158.069 87.3628 107.791 91.4423 307.553 273.187 34.3662 167.922 98.5891 79.2356 140.31 98.6184 73.5644 288.986 250.842 38.1439 344.543 16.3262 110.66 77.9809 232.95 116.659 45.7382 116.29 70.921 54.4565 87.2799
internal_count=201189 178762 151080 41341 109739 89954 88824 22427 75503 5881 69622 19785 56067 7165 35805 13555 33753 5536 4317 27682 14887 12874 3771 7137 2646 27367 24754 2613 653 13321 5737 1780 1512 26186 14555 7009 24101 11631 10633 998 1991 1622 4898 2549 2592 6386 1653 5632 3829 1803 1496 431 4958 9258 2055 5932 5753 3326 2248 2872 1407 1465 1173 15262 7028 8234 1053 550 1733 1005 601 473 5295 2225 1233 3145 7689 4954 1190 788 4491 660 896 601 4293 1078 1219 982 5903 5637 266 1962 1841 987 2013 1354 971 4294 3824 470 7181 267 1065 849 2349 1111 400 1238 711 528 873
is_linear=0
shrinkage=0.0227381


Tree=176
num_leaves=112
num_cat=0
split_feature=160 18 90 123 205 178 185 41 38 29 149 205 144 19 187 44 208 156 180 182 141 182 142 42 141 228 204 136 123 212 141 141 226 154 123 5 180 213 213 143 127 196 93 205 186 178 133 216 213 151 224 233 218 40 205 18 40 15 191 208 143 136 81 162 204 217 17 135 227 224 186 130 93 181 16 75 181 10 154 204 130 123 133 123 135 67 209 51 206 217 144 26 17 204 206 30 224 227 185 41 40 193 215 40 93 187 223 121 121 154 209
split_gain=28.6494 26.4535 23.3547 22.3251 20.9338 17.6873 15.9105 17.5796 17.1141 16.0528 15.7869 15.2628 15.1831 15.1812 14.3275 16.0893 13.5403 13.1485 12.7383 12.2717 12.1952 12.1593 12.0223 11.8164 11.1899 12.9691 12.2673 11.021 10.9342 10.805 10.7821 10.9482 10.3498 10.1227 11.443 9.99921 9.99758 9.98609 12.2783 9.8933 9.84756 14.0877 12.7089 9.29798 9.00939 9.00089 12.8144 9.13715 8.94906 8.92408 11.9579 8.82813 8.71336 10.1804 9.88515 8.21136 8.08015 8.03844 9.08487 8.01799 7.88856 7.83109 7.80777 8.14009 7.67768 7.67346 7.68312 7.57809 10.5289 9.84954 9.33725 7.53421 7.51248 8.43694 7.46721 7.34964 7.84513 10.064 9.31652 7.32404 7.27315 7.26573 7.18207 7.07948 7.02095 6.78504 9.25216 10.9665 7.97633 11.3062 7.38535 6.75598 6.40893 6.25586 5.79279 7.74025 6.91915 7.43268 6.32955 5.68982 5.68525 5.67163 5.66941 5.33792 5.13121 5.12126 6.16621 5.05668 5.05143 4.84662 4.70661
threshold=7940.2500000000009 -4215.4999999999991 1.0000000180025095e-35 0.7163316205458331 -0.043139914050698273 0.56904761904761914 1238.6676365546223 0.22320604107274528 8.5000000000000018 2.5000000000000004 -386.97058823529409 -0.011121424846351145 -18.499999999999996 26.500000000000004 13.31311274509804 0.98685000000000012 -0.0071719943080097428 1184422.5000000002 3984.1436250000002 -1667.8166666666664 0.36905876831687789 -1206.9166666666663 -748.94444444444434 0.40135000000000004 0.50594144816856235 -0.013622549362480639 -0.006903834640979766 0.55962333470104142 0.99999829150098474 -0.022108699195086953 0.21711192448612712 0.17157076285831144 -0.010761890094727276 649435.50000000012 0.99999704184991145 202275.00000000003 27109.738928571434 0.011938693001866342 0.016355934552848343 -761.49999999999989 7882.0804676161015 0.82193381330838389 -1.4999999999999998 -0.027767958119511601 5140.6875000000009 0.82085561497326209 0.18673395252543901 0.034331597387790687 -0.02747252024710178 763.50000000000011 -0.00045044497528579081 -0.013617273420095442 0.020015508867800239 0.066872948589145859 0.019605872221291069 -2821.4999999999995 0.12669091379094327 -10492.499999999998 16.500000000000004 -0.030354647897183892 -1513.4999999999998 0.5263029881604967 0.017450000000000004 0.94542422201865484 -0.035970233380794518 -0.034699110314249985 -269.49999999999994 0.25686254188101471 -0.0019345864420756695 -0.0031727033201605077 3103.2900000000004 0.34541172612148968 -1524.4999999999998 79492.050000000017 -625.49999999999989 0.33000000000000007 113326.98214285716 1.5000000000000002 100248.75000000001 0.0096897948533296602 0.3060026044091993 0.7163286385707851 0.15989613297617775 0.75941421810808818 0.12146215733654304 0.072350000000000012 0.018393863923847679 0.012150000000000003 0.016001427546143535 -0.013081691227853296 -153.49999999999997 7.5000000000000009 -1326.4999999999998 -0.042069071903824799 0.0049074518028646716 3.5000000000000004 0.012396047357469799 0.0075279430020600566 1915.9387002652522 0.22320604107274528 0.24590872409842193 5.5000000000000009 -0.018774900585412976 0.33804066196862709 -253.49999999999997 16.004385964912284 -0.013047078158706425 0.31943883064656586 0.15421493584938309 7962378.7500000009 -0.0072849134448915711
decision_type=10 2 10 8 2 10 10 8 2 2 10 2 10 8 10 10 2 10 10 8 2 10 10 10 2 2 2 8 8 2 2 2 2 10 10 2 10 2 2 10 2 10 10 2 8 10 10 2 2 10 2 2 2 8 2 2 10 2 10 2 10 10 8 10 2 2 2 10 2 2 8 10 10 10 2 10 8 2 10 2 10 8 10 10 8 8 2 10 2 2 10 2 2 2 2 2 2 2 10 10 10 8 2 8 10 10 2 10 10 10 2
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Tree=179
num_leaves=112
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decision_type=10 8 8 10 8 10 8 10 10 2 10 10 2 2 10 10 10 8 8 8 10 10 2 2 8 10 8 2 10 10 8 10 10 10 10 10 2 10 2 8 2 8 10 10 10 2 8 2 10 10 10 10 8 8 2 10 2 8 8 2 2 10 8 2 10 2 10 10 2 2 8 8 10 2 2 10 2 10 10 8 2 2 2 2 10 10 10 10 8 8 8 8 8 2 10 2 8 10 8 2 2 2 8 8 8 10 2 8 2 10 2
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leaf_count=356 1384 1028 289 1077 3639 273 10984 267 936 989 599 274 1244 2449 1481 2531 696 20692 5626 902 356 516 702 6252 622 247 15753 537 407 2068 1831 1639 156 1117 560 186 1666 522 735 13634 441 719 6888 1268 841 86 6275 395 695 388 1406 1137 6799 577 277 1727 5549 731 1696 1311 296 235 726 3615 2369 691 801 106 336 210 6904 1091 145 484 7033 333 416 177 306 1311 143 191 225 1201 207 225 175 908 457 3320 220 1323 280 3463 172 159 923 331 903 166 235 248 3628 352 512 1880 2164 1823 314 810 102
internal_value=0 0.000145049 0.000542276 -0.000638959 0.000823342 0.00142967 0.00187429 0.00067466 0.000277533 -0.00227715 -0.00302422 0.00362312 0.00353761 0.00463129 0.00762988 0.00988144 0.0010588 0.000772541 -0.000519722 0.00275657 0.00559196 -0.000865119 -0.00223994 0.00256008 -0.00434585 0.00325978 0.00251262 9.0572e-05 -0.00211021 -0.00208156 -0.000150513 -0.00319513 -0.00469453 0.0024731 0.00400249 0.0088446 0.00282346 0.0088839 0.00387413 -0.00515648 0.00434213 0.00305991 0.00178643 0.00902163 0.0102753 -0.00115545 -0.000489357 0.00609513 -0.00116271 -0.00207271 -0.00624496 -0.00326066 -0.00714386 0.00128428 0.00934419 -0.00302342 -0.00540747 0.00177825 0.00321892 0.00120315 0.00815791 0.0113155 0.0142363 0.00673386 -1.33115e-05 0.00979798 0.000187457 0.00301034 0.00850403 -0.000110711 -0.00579324 0.00154421 -0.00490154 0.0043855 -0.00550298 -0.00605002 0.00487942 0.00879238 0.0117331 -0.00213595 0.0150885 0.00361218 -0.0015904 -0.00223997 -0.00623306 0.00524136 0.00140044 -0.00208774 -0.00545179 -0.00650929 0.0019514 -0.00783186 -0.00509105 -0.00476803 0.00102628 -0.00413218 -0.00252055 0.00183993 0.00748154 0.0121533 0.0105517 0.0177818 -0.00255846 0.00474058 0.000688528 -0.00557854 -0.00260479 -0.00162792 0.00354796 0.0117186 0.0237892
internal_weight=0 13302.7 11409.1 4895.29 2588.76 6513.84 5790.58 3441.66 3290.6 2306.54 2011.44 2348.92 989.186 1813.71 556.897 411.549 145.348 3041.01 1768.56 295.093 217.085 1599.57 1893.58 1272.45 1409.84 1256.81 1146.4 601.602 723.259 1174.74 680.748 336.063 493.991 424.833 363.194 151.059 344.685 157.846 100.605 1230.67 915.966 730.128 616.284 185.838 110.414 1424.35 1267.84 111.201 1156.64 975.582 156.503 624.979 250.923 166.28 113.844 860.319 477.713 475.339 390.183 179.173 54.095 128.601 99.9986 250.114 318.85 87.305 535.215 261.58 89.3961 172.184 1124.93 105.737 458.699 122.556 443.406 432.148 98.2797 68.0122 59.8937 125.078 50.5959 181.06 79.3851 111.811 73.8366 37.9742 65.248 113.08 469.239 411.497 57.7411 363.929 238.091 541.469 36.7091 39.3759 273.635 113.489 101.675 18.3652 28.4373 15.9747 182.351 115.263 81.2434 249.588 166.388 98.8839 55.4854 25.6615 9.16969
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is_linear=0
shrinkage=0.0227381


Tree=180
num_leaves=112
num_cat=0
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split_gain=32.3062 28.8863 24.6498 24.4233 19.1087 17.8213 17.1312 17.585 16.8996 16.0821 15.6881 17.8609 15.6876 15.5297 15.8229 15.0593 13.3094 14.969 13.722 13.0624 12.7693 15.1253 12.5033 14.2355 11.997 11.6074 11.5374 11.4043 11.2775 11.2601 11.1178 11.0729 11.136 11.0135 10.9082 10.8499 10.7818 10.6918 10.3479 10.0773 9.79107 10.022 9.45437 11.8028 11.0656 9.29767 8.95269 10.2302 11.7999 8.94725 13.3399 11.921 10.9793 12.0182 9.83901 9.07239 10.2476 8.85225 8.81262 8.71823 8.56481 8.48108 8.42523 8.36585 8.28734 11.8751 11.4387 9.48422 11.2085 8.8 11.4349 8.5164 8.30888 8.26246 8.90716 8.21759 8.20075 8.15404 8.13948 8.3707 8.10203 7.68317 7.52796 7.49414 7.47022 7.90173 8.76264 7.39965 7.39612 8.30473 9.86129 8.58275 10.7747 7.34546 7.33287 8.63328 12.3295 10.4181 10.09 8.66303 7.27387 7.24989 7.13794 7.69968 6.91923 6.69937 6.68708 6.85355 6.61236 7.46318 6.53161
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decision_type=2 10 10 10 10 10 10 10 10 10 10 8 2 2 10 10 8 2 8 8 10 2 10 2 10 8 10 10 10 2 2 10 2 2 2 10 10 10 2 10 8 10 2 2 10 10 2 10 8 2 2 2 8 2 10 10 10 2 2 10 10 2 10 10 2 8 2 2 8 8 10 10 2 8 8 10 2 10 10 8 10 10 8 10 8 10 8 2 8 8 2 2 10 2 8 2 10 2 10 10 10 10 2 2 10 8 2 10 8 10 2
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Tree=183
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split_gain=28.2285 23.8748 24.2029 22.7237 22.5704 25.506 20.6563 20.3046 18.3922 17.9248 17.4103 19.3981 16.2557 16.2247 15.8894 15.7487 15.3673 15.0408 14.771 14.2288 16.5979 17.8133 14.1862 14.8742 17.2829 14.1761 13.5821 13.9983 13.2869 12.7193 14.2398 12.494 12.454 12.4394 16.6162 12.61 12.3834 12.3239 12.3202 12.0842 11.8925 11.6659 11.6231 13.8598 15.9602 11.6517 11.5414 11.1211 10.9112 10.7988 10.7775 10.7706 10.6123 12.8694 12.5565 10.4947 10.2278 11.1739 10.1565 10.0785 9.95413 9.78351 10.3967 9.77167 9.5106 11.4157 9.97727 9.41888 9.32234 9.23553 11.4772 11.6054 10.7271 9.96618 9.21162 9.18008 9.15121 8.93862 8.854 8.78604 8.77741 8.72093 8.68763 8.66683 8.63898 8.63891 8.60564 9.64762 8.57043 8.56244 8.55097 8.77781 8.50603 8.44363 8.31863 8.98376 8.27763 10.3561 9.09438 8.44823 8.62418 8.26708 8.45601 8.21266 12.6161 9.54372 9.34196 8.17095 8.07807 10.8846 8.0468
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decision_type=2 2 10 10 2 10 10 8 10 10 2 8 10 10 8 10 10 2 2 2 10 8 10 10 8 10 10 10 10 8 8 2 2 10 2 8 2 2 2 2 10 2 10 2 10 2 10 10 10 8 2 10 10 2 2 8 2 8 10 10 8 10 8 10 10 10 2 10 10 2 10 2 10 8 2 2 10 2 2 2 2 8 8 8 2 2 10 2 8 10 10 2 8 8 10 8 8 2 10 8 10 10 2 10 2 10 2 10 8 2 2
left_child=1 94 4 6 5 8 10 48 9 29 103 -12 19 16 42 56 -7 32 -15 55 21 37 23 24 79 -26 38 39 64 89 -31 33 -17 34 47 40 49 93 52 -28 41 -35 45 74 83 101 77 67 -5 -29 60 -39 54 -54 -16 76 -10 -58 -11 -14 -18 -20 -63 -50 65 66 86 -24 -22 73 71 -71 -73 -66 -44 92 -4 -47 -52 -8 -41 90 88 -45 -25 -75 87 -9 -81 -3 91 -61 -30 -21 96 -96 98 -98 -1 100 110 102 -6 104 -2 -106 -105 -103 -107 -110 -99
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leaf_count=391 728 5123 96 2471 1428 793 439 875 2906 179 345 201 622 907 6235 394 1222 448 584 137 688 757 820 1716 83 619 5967 1348 372 245 30791 2408 1196 343 2821 1335 2317 3692 778 545 271 920 604 519 1356 6475 2702 3133 450 366 1084 2224 2088 160 1139 828 12793 13498 271 350 10367 1403 680 401 170 357 1198 979 227 436 460 1277 282 1178 857 806 410 312 1458 97 693 784 1647 6208 148 146 133 357 674 1027 432 502 163 1414 950 157 3829 263 1250 5694 1476 883 3030 339 1151 1500 3990 344 617 1148 155
internal_value=0 -0.000405617 -0.000127534 0.00209545 -0.000503609 -0.00147065 0.000805383 0.00514684 -0.000704451 -0.00210336 -0.00270067 0.0113726 0.00322016 -0.00478316 0.000845996 0.000896353 -0.00624508 0.00732069 0.00105207 0.00457885 0.00326314 0.00173995 0.00223911 0.00527763 0.00767298 0.0179823 0.00221598 0.000335064 0.00709683 -0.00240903 -0.00164518 0.000629296 0.0103801 -0.000696036 -0.00253951 0.0036699 -0.00366227 0.00290787 0.00407126 0.0021107 0.00768995 0.010388 -0.000756948 0.00147794 -2.43652e-05 -0.00230608 -0.000410788 0.000578412 -0.000884829 0.00150365 -0.00701098 0.00461924 0.00324418 -0.00129789 0.00453015 0.0116684 0.000255908 0.000771548 0.0109556 -0.00285935 -0.00833793 0.00433534 0.00679969 0.011421 0.0081724 0.00559436 0.00705137 0.00496721 0.0113928 0.011691 0.00710379 0.0097405 0.0132124 0.0167997 0.0081721 -0.00219459 0.0196313 0.00107303 -0.00125701 0.00515423 0.00840349 -0.00609827 0.00675888 0.00161809 -0.00084957 0.0189077 0.00289567 0.00484339 -0.000406571 -0.00633991 -0.000454134 -0.00565875 0.0071894 -0.00358085 -0.00460434 0.00222501 -0.00553966 -0.00684826 9.12091e-05 -0.00418538 0.00341187 -0.00542144 -0.00742265 -0.00369485 -0.00182899 -9.84615e-05 -0.0077078 9.74315e-05 0.00204379 0.00506315 0.0135673
internal_weight=0 10567.7 9919.59 2985 8924.35 5198.59 2105.65 879.352 4230.48 2256.17 608.938 34.2558 995.244 968.11 3725.76 1974.31 773.675 170.846 194.435 815.184 698.171 596.795 1496.71 511.554 366.217 61.5398 2007.08 1001.7 663.372 2211.42 1861.83 985.155 140.21 780.529 551.332 229.196 305.289 552.378 1005.39 696.409 141.702 120.331 1718.68 703.767 581.773 1014.91 637.069 341.559 215.981 133.367 733.009 439.057 922.105 203.445 718.66 117.013 1803.46 1658.73 44.7507 180.06 592.506 153.424 129.486 23.7014 595.476 356.527 315.695 153.821 101.377 238.949 136.732 117.233 92.2281 102.218 121.995 67.8954 43.7985 519.206 140.502 304.677 120.395 130.039 258.503 492.323 145.337 92.8154 162.749 144.766 65.1779 349.592 70.7341 48.2124 25.5295 113.321 648.117 76.6428 571.474 462.202 109.272 303.13 55.7856 377.84 275.115 574.682 400.831 344.801 173.851 102.725 262.368 162.846 17.57
internal_count=201055 161051 146886 40004 133723 87369 28472 11532 68871 37636 10019 546 13163 18498 46354 31235 14924 2038 3574 10473 9139 8224 18453 5423 3559 702 21636 11236 8210 37186 31036 13030 1590 10622 7753 2869 4031 7467 10400 7205 1534 1263 24718 9544 8083 15174 9489 4932 3322 1714 14131 5916 9622 2248 7374 1334 29197 26291 450 2690 11589 2667 2083 851 6869 2920 2563 1799 915 3949 2455 1995 1559 1494 1461 1341 506 6787 2542 2857 1238 2068 2418 6727 1864 1324 1365 1232 771 6150 1284 852 535 1551 14165 1107 13058 11417 1641 7588 1894 5685 4458 9473 5144 4416 4329 1227 3265 1765 418
is_linear=0
shrinkage=0.0227381


Tree=184
num_leaves=112
num_cat=0
split_feature=29 175 122 191 124 7 194 134 122 136 149 123 152 189 122 17 227 141 209 77 121 134 40 153 182 122 177 64 232 67 15 178 153 224 232 133 125 170 26 121 5 197 176 211 199 1 122 192 27 133 221 5 5 165 125 151 131 232 187 154 157 214 198 180 154 150 187 182 136 152 222 221 183 222 219 56 224 133 215 151 135 201 150 151 192 7 37 39 157 79 182 156 8 205 135 191 222 155 226 222 183 233 135 224 219 153 213 126 127 180 134
split_gain=27.2609 22.2222 22.4623 26.9704 24.2657 22.83 20.3088 19.9241 18.5672 18.3771 18.0287 17.8037 17.1626 15.4432 15.2608 14.5007 14.0033 13.917 13.7397 13.7145 12.9213 12.7163 16.0529 13.9186 12.6536 12.622 14.8035 11.8536 11.8246 14.8248 14.0243 11.7928 12.8746 11.6927 11.5522 11.4895 11.5727 11.4327 11.2112 11.1796 11.153 13.6671 11.6899 10.8532 10.8007 10.7477 14.2831 10.6293 10.47 11.1207 10.3702 10.3681 10.3009 10.1859 10.0115 11.7559 13.8384 13.5509 12.8679 12.3144 12.3085 11.2317 10.1899 10.0186 9.93832 9.93581 9.88325 9.79321 11.6729 9.75303 9.39845 9.21867 9.13105 9.04945 9.04595 9.00229 9.99647 9.22131 8.89151 14.8165 8.86857 9.1142 8.79053 8.78277 8.76368 8.73855 8.87969 8.73499 8.67242 8.65287 9.30393 8.63595 8.59534 8.57379 9.87437 8.7875 15.8146 11.9861 10.5075 9.19089 9.16187 9.49005 11.6067 9.10106 8.66352 8.26324 8.20278 8.1171 8.10234 8.03728 7.9654
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decision_type=2 10 10 8 2 10 10 10 8 10 10 8 10 8 10 2 2 2 2 8 10 8 8 10 10 10 10 10 2 10 2 10 8 2 2 10 2 10 2 10 2 8 8 2 10 2 10 10 10 10 2 2 2 10 2 8 10 2 8 8 8 2 10 8 10 8 8 10 8 8 2 2 10 2 2 8 2 10 2 10 8 8 10 10 10 10 2 8 10 8 10 8 10 2 10 8 2 8 2 2 10 2 10 2 2 10 2 2 2 10 8
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Tree=187
num_leaves=112
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decision_type=10 10 10 10 10 2 10 10 10 2 2 2 8 10 8 10 2 10 2 8 10 8 2 2 8 2 10 2 10 2 10 2 10 8 2 8 10 2 10 8 2 10 2 2 2 10 8 2 2 2 10 8 2 2 2 2 10 10 10 10 8 10 2 10 8 2 2 8 2 8 2 10 10 8 10 10 10 2 2 2 10 8 10 10 8 2 8 2 2 2 2 2 2 10 10 2 10 2 8 10 10 2 8 2 10 2 2 10 2 2 2
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leaf_count=2441 178 395 1265 1518 26091 444 1327 1883 602 878 186 166 3320 270 871 114 634 745 393 1909 400 783 1259 267 1106 2277 1994 1384 96 224 2637 179 14557 3447 413 627 849 308 209 1036 4281 645 9312 451 649 2152 801 149 203 274 467 7184 1105 778 7729 592 138 513 1245 136 948 3001 477 9086 227 1494 246 841 3542 554 6188 1036 593 778 283 3547 13409 2133 548 706 782 388 392 291 571 725 274 314 156 341 960 1176 98 164 764 687 279 499 326 2111 1165 2083 6744 119 5351 200 506 236 431 3632 1190
internal_value=0 -0.000531878 -0.00175748 0.00103141 -0.00218964 -0.000675899 0.000458468 0.00227159 -0.00293275 -0.00226622 0.00277254 -0.00269674 0.00541201 0.00178081 0.00153361 0.00219345 0.00179021 -0.00134804 0.00314781 0.00245436 0.000357122 0.00177011 0.00720071 0.00943061 0.00366373 0.00960486 0.000576873 0.0026886 0.000932104 0.00889457 0.00337828 0.0075279 -0.00644037 -0.000496847 0.00482253 0.00207027 0.00743126 0.00918254 -0.00285027 -0.00343954 -0.0019085 0.00514234 0.000823724 0.00544543 0.0110498 -0.00323305 0.0102737 0.0125739 0.0151045 0.00427182 0.00606379 -0.00455601 0.0144296 0.00348877 -0.00134788 0.00251413 -0.00256803 0.00350598 0.00478142 0.000324072 0.00127455 0.000411655 0.00473074 0.00195257 0.000897405 0.00386428 0.00172829 -0.0068612 0.00230394 0.0193122 -0.00189893 -0.00369069 0.00956559 0.00840406 0.00267561 -0.00305463 -0.00167997 -0.0041985 0.0179936 0.0104262 0.0106415 -0.00254207 0.00417532 0.000914694 -0.00180869 -0.00177591 -0.00591792 0.0044826 -0.00184386 0.00507212 0.000885828 0.00708058 0.0117223 0.00897214 -0.00307136 0.00214969 0.00968128 0.0116418 0.0127576 -0.00479363 -0.00746711 0.00410943 -0.0044859 0.0141004 -0.00484214 -0.00695869 -0.00274534 0.0163737 0.000793013 0.00510584 -0.0053565
internal_weight=0 9350.73 5240.88 4109.85 4890.1 2077.73 1639.09 1060.6 3950.28 3331.39 2032.12 3130.31 493.07 4184.49 4063.51 3308.08 3160.84 755.428 1971.38 1770.07 1796.73 1213.8 210.858 120.986 1364.12 180.583 1002.94 1170.15 939.824 201.317 1085.27 381.499 618.888 567.532 137.348 367.2 272.989 193.967 578.49 563.966 479.184 661.355 1108.71 145.97 173.834 420.433 147.235 102.841 90.7143 201.074 181.297 388.228 125.105 519.268 652.652 62.3817 582.927 327.964 298.499 902.267 778.653 708.311 243.724 812.277 172.186 131.988 960.065 54.4025 905.662 67.3927 464.588 282.114 129.2 365.15 285.418 2992.97 1368.99 1623.98 47.9977 84.3174 142.087 108.754 350.781 197.669 61.6524 156.398 94.3943 62.0032 111.571 47.0545 246.159 124.419 39.2588 70.3418 571.821 120.944 126.313 112.942 37.557 148.646 556.506 350.289 450.877 101.91 438.634 291.327 52.0974 114.123 45.3247 410.515 123.614
internal_count=201078 141170 82751 58419 79490 29922 21930 12925 66569 49653 28497 46935 5218 59908 58465 44781 43252 13684 26979 24579 25492 16759 4170 1443 17760 3536 12589 15062 12921 2400 13956 4277 16916 7707 1755 5629 3486 2698 9005 8796 7469 6618 17961 2036 2176 6433 1529 1176 1027 2718 2444 8055 1527 5191 8512 1194 8733 4884 4371 12499 11173 10614 3478 10470 2348 1721 13941 1087 12854 757 7136 4483 1471 4098 3224 45180 16956 28224 662 1157 1427 1166 3261 1996 879 1604 999 605 941 497 2843 1589 381 559 8595 1451 2023 1744 422 4020 15722 4077 7144 920 7992 5551 973 1341 609 4025 1326
is_linear=0
shrinkage=0.0227381


Tree=188
num_leaves=112
num_cat=0
split_feature=159 137 123 125 151 135 195 181 162 195 14 192 90 190 151 184 229 4 149 202 126 26 218 210 182 215 44 5 232 226 14 232 202 215 156 138 224 200 183 152 156 26 71 179 200 215 93 121 123 221 229 141 154 155 141 141 149 151 211 141 226 39 152 59 223 219 141 187 224 145 185 162 187 179 184 74 195 120 210 206 71 123 184 166 216 219 216 166 76 152 39 219 216 162 15 71 203 222 38 154 178 12 155 154 55 81 218 120 226 41 135
split_gain=25.8901 25.0155 25.8983 25.3519 22.7917 35.4491 23.5897 21.0751 20.9527 20.5518 14.7721 13.8513 15.2492 16.2158 14.1524 13.7568 12.1427 13.2067 12.0342 12.0166 11.464 11.2822 11.2436 11.2143 10.9663 10.6127 10.3191 12.1862 10.1046 10.5406 9.95224 9.92813 9.65708 9.40054 9.23622 9.6805 9.61461 9.17202 8.99919 8.98551 9.76508 11.2238 11.7325 9.14806 8.93823 8.63585 9.80148 8.56708 10.0343 8.39504 8.39349 8.22184 8.16201 16.0715 9.43296 8.5495 9.50707 8.2994 8.09502 7.98947 7.87823 7.8452 7.26396 6.97965 6.95222 7.40989 6.6958 6.64774 6.63402 6.69514 6.59036 7.39567 6.97512 6.93182 6.44971 6.36086 5.636 5.46876 5.37205 5.36683 5.27092 5.25496 5.22132 5.16994 5.05558 4.92449 4.77464 4.57463 4.53911 4.49706 3.95626 3.45685 3.39019 3.36234 3.22039 4.25873 3.06424 4.21118 3.58301 3.43465 2.86561 2.78273 2.65102 2.64065 2.29496 2.27306 1.958 1.84725 1.7144 1.44682 1.05016
threshold=2232.0000000000005 1.5000000000000002 0.7163316205458331 12.026009582477757 -447.49999999999994 0.40505862237890139 11.917517006802724 73062.281250000015 0.93018557959859838 4.6770833333333348 0.011311499999999952 0.87577160493827166 1.5000000000000002 56.500000000000007 763.50000000000011 106626.93750000001 0.023611208423972133 1.0000000180025095e-35 462.8035714285715 -0.063639078289270387 0.17903296087929024 11.500000000000002 0.0050649316981434831 -0.032513502985239022 -1584.633333333333 0.0038263741880655293 0.98635000000000017 123878.25000000001 0.0025075452867895369 -0.011324709281325339 0.0098314999999999514 -0.014611449558287857 -0.091572578996419893 0.029820278286933902 44714.250000000007 1.0000000180025095e-35 0.0074942167848348626 10.500000000000002 -1479.4999999999998 339862.15227272734 460725.75000000006 4.5000000000000009 0.022750000000000003 0.99999155902861792 3.5000000000000004 -0.0097430339083075506 -1719.4999999999998 0.15921946926863237 0.82562450849396662 0.017594768665730957 -0.0033806056017056103 0.025066127293699402 1928880.5400000003 77564.125000000015 0.089665971095660865 0.044135537304481602 -584.58571428571418 965.50000000000011 0.00028661929536610847 0.43502602578678168 -0.013410429004579781 0.17693532586765701 168927.00000000003 0.76155000000000006 0.0077553521841764459 -0.0097751179710030538 0.57325159667339254 5.3341793570219975 0.026749900542199615 141.61579423816406 2790.1851818181822 0.9539017156342966 0.57359307359307377 0.99999381086614225 256774.12500000003 0.016450000000000003 21.617851307189547 5.1593973433644411 0.023819719441235069 0.057780614122748382 0.15515000000000004 0.90448299994509307 105656.25000000001 2.5000000000000004 -0.017645889893174168 -0.00074902561027556647 0.04432517662644387 3.5000000000000004 0.16380000000000003 223578.80222727274 0.20718079756884164 -0.0091757629998028261 0.0049348543398082265 0.92285144819770115 -17596.499999999996 0.043750000000000004 -0.043780665844678872 0.018299821764230732 32.500000000000007 1301654.2500000002 0.61200716845878145 2.5000000000000004 176199.64125000002 4769475.7500000009 0.023050000000000005 0.064750000000000016 -0.00019088689441559834 2.8088703942766204 -0.00065950944554060687 0.38848206813417357 0.16177845520725834
decision_type=10 2 8 2 8 8 10 10 8 10 2 10 10 10 8 8 2 2 8 2 2 2 2 2 8 2 10 2 2 2 2 2 2 2 8 2 2 10 10 10 10 2 10 8 10 2 10 10 10 2 2 2 10 10 2 2 8 8 2 2 2 8 10 8 2 2 2 8 2 8 10 10 8 8 8 8 10 2 2 2 8 8 10 8 2 2 2 10 10 10 10 2 2 10 2 8 2 2 2 8 10 2 8 10 8 8 2 2 2 8 8
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Tree=191
num_leaves=112
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decision_type=2 10 8 10 8 10 10 10 8 8 10 2 10 10 2 10 10 8 8 8 8 2 10 2 2 10 2 2 8 2 8 8 2 8 2 10 2 2 10 10 10 10 10 10 2 8 8 2 10 2 2 8 2 10 10 2 10 10 2 2 8 2 10 8 8 2 2 10 2 2 2 10 10 10 10 2 2 2 2 8 2 8 10 2 8 2 2 10 8 10 2 2 2 10 10 10 2 2 8 10 8 2 8 2 2 2 10 10 8 10 2
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leaf_count=2940 717 348 501 159 511 609 306 4564 1245 1011 369 434 1383 277 143 857 517 13213 2403 2447 1003 403 12323 392 312 948 6275 743 790 653 8297 14147 6187 197 200 498 1017 834 134 670 423 87 344 3017 489 5147 225 224 840 715 222 3828 841 2878 3164 1377 230 158 4018 4633 4271 1487 212 840 1621 168 2503 1435 2186 10561 138 20092 307 196 129 188 4142 123 957 207 1658 1067 1059 682 199 95 971 263 657 1018 1189 217 452 495 100 211 351 560 3324 695 210 420 4809 344 2768 114 150 178 274 495 628
internal_value=0 0.000663365 0.00139744 0.000803215 0.00445854 -0.000523303 0.00340949 0.00265776 0.0021391 0.00586761 -0.000233877 0.00229856 0.00509894 0.0129939 -0.00182715 -0.00354229 2.11099e-05 -0.00110565 0.0075257 -0.00106836 -0.000482106 -0.00118471 -0.00043079 -0.000905667 0.00956276 -0.00496972 -0.00149087 -0.00152259 0.00430347 0.00795386 -0.00193448 -0.000738546 0.00256111 -0.000960388 -0.00414718 0.00507324 0.00840155 0.0169327 0.00704037 0.00394057 0.0103579 0.0181862 0.00310668 -1.49941e-05 0.00157046 -0.00645024 0.0119233 0.0168991 0.002393 0.00336551 -0.00339861 -0.00210272 0.00376312 -0.00408913 0.000821854 0.00347788 -0.000510799 -0.00464086 -0.00211375 -0.00096445 0.00368696 0.00873473 0.0108315 0.00930226 0.000567189 -0.0035038 0.00174578 -0.00111561 0.00302636 -0.00173696 0.0146767 -0.00517846 -0.000567195 0.00920034 0.00415424 -0.0023278 0.00039014 -0.00413618 0.00251155 0.0140366 0.00861344 -0.00370896 0.00239258 0.00573854 0.0105486 0.0138323 0.00311428 0.00989801 -0.00133489 0.00359425 0.00510641 -0.000655856 0.0074738 0.00949985 -0.00456275 0.00447496 0.0114771 0.00557996 0.00649399 0.0138608 0.016219 0.00417818 -0.00816208 0.00094766 0.000309381 0.0151823 0.00669076 0.00523745 -0.00192959 0.00527034 0.0180448
internal_weight=0 11079.5 6844.16 5740.63 1103.53 4235.35 993.462 2054.07 1941.71 499.149 3686.56 888.453 475.235 110.068 2470.41 1277.26 1193.15 2771.7 348.566 3745.86 3155.04 2567.52 2149.04 1060.6 49.1665 418.478 1011.43 2602.57 166.482 120.543 2436.09 1573.99 587.522 413.218 590.823 169.134 124.79 88.0659 132.546 118.252 57.9291 36.5238 388.895 758.548 566.634 366.019 105.009 66.2515 914.857 786.409 128.447 382.772 102.299 862.095 1442.56 477.349 965.213 580.889 346.194 937.638 388.118 122.396 112.36 300.262 365.322 120.41 354.082 1875.44 240.299 1635.14 110.255 911.943 184.536 40.875 273.606 26.297 303.889 44.3445 247.323 88.2175 173.46 143.661 294.585 164.456 89.8319 75.831 135.62 49.5463 86.0738 489.487 388.98 115.082 273.897 217.13 191.914 37.2394 25.3466 451.878 416.245 34.8126 69.413 45.9321 234.695 40.1169 334.531 26.2826 46.1237 40.593 130.128 43.9873 63.8321
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is_linear=0
shrinkage=0.0227381


Tree=192
num_leaves=112
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split_gain=23.9956 18.4311 20.0199 21.0413 20.2515 19.6928 18.0655 15.7049 15.0338 13.0603 14.6403 14.8952 13.425 12.7809 15.8062 12.4998 12.3078 13.9086 12.8219 12.1143 14.343 12.1079 14.6789 12.1015 12.0353 11.872 11.8517 11.3319 11.6994 13.0807 12.2232 11.3136 11.2701 11.1779 17.7767 11.8368 11.1278 12.9156 10.8929 12.5812 11.5023 10.882 14.2493 10.7251 10.666 10.6939 12.2979 10.4369 10.3919 10.3071 10.265 9.78855 9.70276 9.97391 9.68197 9.51399 9.42265 9.41368 9.40136 9.21902 9.18825 12.9277 12.5144 9.85451 9.70106 9.02238 8.79323 9.7954 8.76541 8.65901 8.65396 10.5206 8.55403 8.53458 8.34206 8.32955 8.31998 8.27666 8.16485 8.7735 8.27358 8.19898 8.0808 8.07361 7.9515 7.8869 8.72928 13.7022 7.86831 7.84689 7.75971 7.70466 7.59975 9.59914 10.5146 9.57689 8.32773 7.66963 8.81433 8.60328 7.50217 7.47997 7.44108 7.35618 7.26376 7.1945 7.1923 7.08126 7.04583 7.04461 8.46152
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Tree=195
num_leaves=112
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threshold=1.5000000000000002 1.0000000180025095e-35 27.404517453798771 63538.213950000012 0.93547181607255159 1.0000000180025095e-35 0.99998353460761102 1.0000000180025095e-35 -1.4999999999999998 112464.00000000001 9.5000000000000018 0.0035537378862500195 26.668035592060239 30.500000000000004 0.076272367829918628 21.00416666666667 50.95824777549624 0.88796548367810868 0.36325588038616563 702150.75000000012 1007136.0000000001 37.676933607118421 338514.18750000006 8.5000000000000018 0.90445874046651153 12.737468671679199 -4112.4999999999991 0.70710784313725505 0.0024027095641940836 6.435494125762613 0.051227960271598656 31503.150000000005 -567.49999999999989 5.2779421433267597 -0.018364700488746163 8582.8162500000017 -120.84523809523809 513.50000000000011 1.0000000180025095e-35 0.13493459673172045 853398.3600000001 932400.00000000012 -0.01491846516728401 -0.0085854935459792597 -0.010573406703770159 0.65695000000000003 -0.032317101955413811 1.0000000180025095e-35 0.24674318807761539 62.500000000000007 0.00094248633831739437 1.0000000180025095e-35 0.00021370292961364615 186175.68750000003 -1553.4499999999998 790429.50000000012 0.35025258483705118 107831.67750000001 0.4092642570610468 -2206.4999999999995 0.024700000000000003 192255.91071428574 346.82805538071227 6.5000000000000009 1.5000000000000002 0.78452403331879028 -1969.4999999999998 -999.49999999999989 0.0074515494052320727 0.017118881456553939 0.2103356216628528 -0.0046330203767865888 209889.00000000003 0.060672204941511161 0.0096500000000000006 0.037958147004246719 0.016673548147082332 -0.0068494677543640128 -91.937499999999986 5.0978917882942651 -1729.4999999999998 2479.0950000000007 -0.0016445072833448646 17.500000000000004 675490.50000000012 0.22436176529519211 1.0643344218542115 0.14872145652770999 22.835271317829463 4.5000000000000009 0.054530438035726554 1048.0868140077232 0.74219146643879474 0.0079500000000000022 -0.012243233155459164 -4330.4999999999991 1.017482914062966 -0.0099895405583083612 1035036.0000000001 0.040850000000000004 -1113.7083333333333 7.260064412238326 53.500000000000007 0.17179232569017008 0.23275901359516091 0.032920127572885351 39.500000000000007 2.0999914444795889 239.50000000000003 0.1213537241574625 0.025806513221282478
decision_type=2 2 2 10 10 10 8 2 10 2 10 2 2 10 8 10 2 10 8 8 2 2 8 10 8 10 2 10 2 2 10 8 8 10 2 8 10 8 10 10 10 10 2 2 2 10 2 10 2 8 2 8 2 8 10 8 10 8 8 10 8 8 10 8 10 8 2 10 2 2 10 2 8 2 10 2 2 2 10 8 10 10 2 10 8 8 8 2 10 8 2 8 10 10 2 2 10 2 2 10 8 10 2 10 8 10 10 2 8 10 8
left_child=1 12 85 13 5 6 15 18 21 -7 37 45 14 28 -1 16 17 102 25 24 -18 50 56 33 36 55 -26 -22 31 63 77 54 -19 34 -15 -35 94 39 42 47 41 44 -39 71 -41 46 -9 48 69 -50 70 -52 67 -54 -4 72 58 -58 60 -60 -14 62 -62 90 65 -33 -67 -48 76 -6 -8 -42 73 -5 -31 -45 109 79 -79 -10 -76 -82 -36 108 -30 87 -87 88 -2 92 -20 -63 101 -94 -11 106 97 -97 -98 100 -24 -13 -3 104 -88 -21 -17 -32 -47 -27 -25
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leaf_count=275 3874 18854 118 1587 3148 2101 3417 308 157 554 346 104 719 244 1410 1414 10836 3101 17509 333 1260 15786 228 260 543 1067 1350 1324 2683 1009 808 835 8464 719 363 1591 746 423 1153 2051 557 1536 857 4264 7536 158 838 2127 3699 834 3601 860 1101 559 286 613 180 185 3260 2243 2462 1363 4430 505 1029 1597 509 299 636 1118 527 990 1187 528 273 1522 474 1498 685 880 640 260 386 818 483 318 92 56 437 1072 248 332 842 251 832 2328 1484 6197 376 288 2174 299 850 891 1347 1368 2219 1389 520 365 910
internal_value=0 -0.000430121 0.00166062 0.0025179 -0.000901591 -0.0017475 -0.00229228 0.00121596 -0.00456422 0.00308155 0.000648598 0.00451107 0.00222741 0.00541135 -0.00399723 -0.00137826 -0.00222165 -0.00119297 -0.000187103 0.00543724 -0.0057859 -0.00584465 0.00304503 0.00134424 0.00772495 0.00322297 0.0125437 0.0016633 0.00749633 -0.00168056 5.65446e-06 0.00455444 0.00139057 -0.00143407 0.00482111 -0.00512603 0.0032404 0.00042364 0.0046489 -1.79589e-05 0.00114673 -0.000884934 0.00946812 0.00430515 -6.17782e-05 0.00169766 0.00406868 -0.00219645 -0.00100853 0.00172482 -0.00290938 -0.00616335 0.00210344 -0.00171539 0.0157365 -9.58473e-05 0.00215633 0.0139198 0.00175645 -0.00147351 0.00326982 0.00239867 0.0038203 -0.00255638 0.00287336 0.00527172 0.00167252 0.00752378 0.00753651 -0.00383102 0.000498773 -0.0012184 0.00201614 -0.00211148 0.00525024 0.00573731 0.0105288 0.00381798 0.0072894 -0.00346013 0.0115728 0.00420388 0.00971728 -0.00401011 0.0112724 -0.00193571 0.00126051 -0.00400809 -0.00463765 0.00906286 -0.00311608 -0.00343084 0.0128188 0.0168345 0.00761478 0.001176 0.00244334 0.000584896 0.0088023 0.00863712 0.0102147 0.00348734 -0.0026921 0.00335202 -0.000639721 -0.00209842 -0.00294934 -0.00506184 0.00313779 0.0139059 0.00840109
internal_weight=0 9856.84 3638.74 2940.4 8376.46 5418.56 4873.3 2036.34 1388.25 545.256 2957.9 602.445 1480.38 904.06 167.992 3485.05 2620.81 2042.73 1433.89 392.45 578.077 1082.54 1312.39 311.186 300.89 433.683 137.591 99.6008 592.874 1000.21 305.713 343.909 750.304 228.195 83.7198 144.475 163.299 2911.7 267.767 2643.94 1725.5 1053.82 135.733 671.682 951.22 379.616 269.949 918.434 747.603 381.497 469.331 236.541 241.715 145.255 35.5494 249.853 1142.7 28.0089 1114.69 355.717 758.974 695.954 561.891 892.816 308.359 227.435 155.876 96.4606 183.83 366.105 232.79 138.561 208.94 122.315 107.394 533.121 135.878 175.674 118.934 56.7401 51.5065 40.0728 62.0382 109.667 248.966 698.345 276.014 422.331 414.304 222.829 850.62 134.063 129.343 85.594 99.7327 864.242 663.819 520.957 142.862 169.685 155.423 43.7491 1292.43 241.632 132.969 91.5609 200.423 130.039 48.526 99.4967 82.9908
internal_count=200950 147852 53098 46083 128303 96142 88315 34070 29608 7827 32161 7169 19549 12013 1685 58707 44689 31269 26901 5726 13420 24191 17864 4473 4025 6457 1893 2584 7540 20444 5417 4374 11565 3303 993 2310 2132 31815 2433 29382 18456 11123 1280 7333 9587 4601 3105 10926 8799 4533 8405 4461 2797 1660 404 3915 15174 365 14809 5503 9306 8587 6892 18262 3970 2941 2106 1137 2542 4266 3944 1547 3302 2115 2182 5786 1906 3220 2183 1037 1173 900 749 1496 3166 7015 2648 4367 4311 2568 17757 1695 1496 1093 1386 14018 10385 8525 1860 2690 2402 403 19704 2330 1439 1701 3633 2197 678 1432 1170
is_linear=0
shrinkage=0.0227381


Tree=196
num_leaves=112
num_cat=0
split_feature=144 159 29 7 180 179 151 154 142 182 186 185 179 189 2 165 186 151 169 182 119 231 130 142 191 81 211 231 72 222 42 204 135 40 198 191 219 124 208 126 205 222 141 71 120 134 229 218 218 156 171 232 144 135 205 187 156 188 133 187 205 183 213 145 176 38 231 209 231 123 154 231 5 73 81 144 124 133 179 9 231 216 136 222 56 220 7 170 188 16 141 92 134 174 220 145 211 223 182 219 191 17 5 211 222 119 191 124 157 225 78
split_gain=23.0746 19.8807 18.725 19.3589 29.5205 24.884 18.7105 17.0928 18.4919 16.699 18.5569 16.3233 16.2338 15.4712 15.1911 12.619 12.5994 18.0027 12.2631 12.0881 12.0038 12.8069 14.3318 13.2905 11.6842 11.6342 14.6022 11.6186 11.2315 18.6792 11.8081 11.1925 14.414 11.0814 10.928 11.7068 10.5425 14.7438 13.5468 10.3681 17.0112 11.016 10.2599 9.80113 9.77071 12.318 9.38759 9.05284 8.77498 8.72985 8.68989 8.87345 8.64106 10.5093 8.58568 8.52881 8.50107 8.38706 10.4891 8.38178 7.98042 7.97987 7.85613 7.52348 7.50972 7.47531 7.10862 6.77163 8.10867 8.43458 6.62739 6.46176 10.0328 7.69108 7.29076 6.22135 6.05635 9.16962 6.00122 5.85982 5.61925 5.47677 5.46601 5.15949 6.03869 5.13728 4.95251 4.79828 4.65655 4.51725 4.38788 4.94153 4.25536 4.2206 4.05735 5.51899 8.8729 6.43408 4.98441 4.2668 3.999 3.82699 3.82683 3.53565 3.10831 3.03424 2.48698 2.45935 2.25519 2.18723 2.06478
threshold=-14.499999999999998 8957.2500000000018 1.5000000000000002 16580.250000000004 9389.9362500000007 0.97914269165960033 -320.49999999999994 1460706.5700000001 -1500.9166666666663 -448.97916666666657 27383.805000000004 677.77057453416148 1.0621789877501577 0.46180371352785149 1.0000000180025095e-35 0.41319942611190824 30963.870000000006 -570.49999999999989 0.025014854426619135 -1934.4415584415581 2.5000000000000004 -0.0046159336343407622 0.58500465084297315 -541.47222222222206 16.500000000000004 0.05945000000000001 0.049188509583473213 0.016044948250055317 0.99275000000000013 -0.017080778256058689 0.060850000000000008 0.0058571603149175653 0.40505862237890139 0.0092724757680630026 0.039977778296855247 63.500000000000007 0.0092742419801652449 34.895277207392205 -0.032216040417551987 0.024317313061048913 0.016571343876421455 0.00058298042858950805 0.01731288675635714 0.040950000000000007 2.8299730478828651 0.21235850286957389 0.0051787458360195169 0.046520300209522254 0.015755511820316318 49660.695000000007 30.500000000000004 -0.0050907006952911607 -997.49999999999989 0.39639825964330128 0.031793976202607162 8.2010101010101035 87577.357500000013 0.90946348733233984 0.065125757274294413 4.5820483314154208 0.079957704991102233 -1566.4999999999998 -0.026071838103234764 681.3620074886029 10.500000000000002 6.5000000000000009 -0.0097897322848439199 -0.021805450320243832 -0.012233877554535864 0.86325950362635562 284487.88500000007 -0.0074458476155996314 207225.00000000003 0.81550000000000011 0.057550000000000011 -384.49999999999994 32.666666666666679 0.1079657124572771 0.8075621209102023 5.5000000000000009 0.0010940138017758729 0.042791206389665611 2.0842164997515327 0.011582089588046076 0.028900000000000006 0.0085787791758775728 25008.750000000004 27.40588235294118 0.51863425925925932 -1208.4999999999998 0.044135537304481602 1.0000000180025095e-35 0.089767834084107503 6.5000000000000009 -0.010986876673996447 368.75638977252788 0.001739379658829421 0.0010886866366490724 -1336.9374999999998 -0.0055393588263541451 36.500000000000007 -515.49999999999989 198128.25000000003 -0.020773133262991902 -0.020421515218913552 1.5000000000000002 21.500000000000004 39.601642710472284 1940179.5000000002 -0.0032937122741714116 0.57290000000000008
decision_type=10 10 2 10 8 10 8 10 10 8 10 8 10 8 2 8 10 10 10 10 10 2 8 10 8 8 2 2 8 2 10 2 8 10 10 10 2 2 2 2 2 2 2 8 2 8 2 2 2 10 8 2 10 8 2 10 10 8 8 8 2 8 2 8 10 2 2 2 2 10 8 2 2 8 10 8 2 10 10 2 2 2 10 2 10 2 8 10 10 2 2 10 8 8 2 10 2 2 8 2 10 2 2 2 2 8 8 2 8 2 10
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internal_value=0 0.000548029 -0.000359388 -0.00191533 -0.00203149 0.00185859 0.000498962 0.00109129 0.000100703 -0.000249449 0.00235239 0.00865428 -0.00316455 0.000642833 -0.000299108 0.00253076 0.00154197 0.000232503 0.00553264 -0.000290674 0.0103236 0.00384957 0.0015347 -0.0043669 -0.000274397 0.01554 0.00341828 0.00611406 -0.00021461 0.0090474 -0.000831726 0.000490373 0.00180058 -0.00347027 -0.00577478 -0.00204093 -0.00344568 -0.00265518 0.00111372 0.00182247 0.00416461 0.00559094 0.00148693 0.00403336 0.00313296 0.00263396 0.0112 0.0122662 0.00207674 0.00228727 0.00475978 0.00243527 0.00898705 -0.002884 0.0029218 -0.00065013 -0.00471202 0.0025604 0.00734602 0.00166094 0.0142908 -0.00148008 0.000794644 -0.00272146 0.0074531 -0.00399134 0.0104542 0.0137582 0.00564149 0.00957407 -0.00177918 -0.000890418 0.00169007 -0.00369543 0.00770205 0.0050371 0.00739704 0.0137761 0.0164619 0.0020855 0.0133394 0.00114773 -0.00709122 -0.00122794 -0.00190672 0.000926357 -0.00541389 0.00520122 -0.00593091 -0.0068144 -0.00720642 -0.00612161 -0.0036761 -0.00548445 0.00653066 0.016558 0.0111913 -0.00118134 -0.000729187 0.00792175 0.00277538 0.000970834 -0.00682471 0.0104063 0.0112366 -0.0081118 -0.00669893 0.0157682 -0.00358835 -0.00567493 0.000446122
internal_weight=0 11356.1 6713.8 2383.18 2102.31 4642.32 4330.62 3650.67 2566.92 1197.82 4101.13 106.698 1750.18 1073.7 2460.22 4029.04 2440.5 1563.02 216.666 101.442 115.224 877.485 633.008 904.482 252.882 55.5355 1083.75 444.581 959.315 52.587 906.728 574.459 491.358 1712.63 645.594 1067.03 827.987 679.948 241.454 878.086 455.007 111.144 639.17 1588.54 1288.3 1232.06 65.2185 56.2354 1166.84 595.936 784.571 429.908 320.442 155.247 71.6972 1346.35 438.494 70.0525 114.389 68.7587 45.6303 1582.13 559.675 1022.46 354.663 798.488 56.7047 48.8726 63.8271 51.1977 795.584 705.264 369.113 336.151 300.244 219.619 179.324 80.6254 71.1852 81.6207 20.4717 524.917 581.767 105.205 232.41 163.339 64.8557 98.4829 651.6 579.639 570.204 368.442 255.951 220.809 35.1424 45.5152 238.822 1251.21 423.079 86.207 239.047 56.7769 72.0832 58.5485 67.3744 513.427 83.1009 45.5073 92.9139 315.071 75.7541
internal_count=200487 167418 109871 37290 33069 57547 72581 59394 40877 17250 48559 1128 28802 14992 39749 47169 26980 17434 3111 1632 1479 9546 8488 15819 4100 400 18517 8007 13921 300 13621 7704 5450 28416 12010 16406 13704 13187 3575 14071 6896 1472 10510 20189 16030 15449 567 581 14882 9766 8178 5026 6248 2502 1030 14323 9612 1084 1071 729 342 25678 7512 18166 3152 13236 829 697 1168 930 12149 10253 4607 5646 4159 3066 2502 1093 925 1739 337 8675 10842 1794 3763 2541 1118 1423 11719 10225 10100 8528 5403 4691 712 478 4509 13533 7175 1073 2702 850 1390 784 837 9250 2254 557 1368 4655 964
is_linear=0
shrinkage=0.0227381


Tree=198
num_leaves=83
num_cat=0
split_feature=122 122 124 160 26 90 12 162 12 29 124 0 51 145 46 134 122 208 118 142 22 232 76 41 145 152 15 217 70 15 17 7 26 125 7 7 199 197 212 221 218 130 209 144 166 65 123 184 123 123 91 224 219 220 125 41 208 228 197 144 209 217 217 199 134 182 205 184 152 201 214 225 217 134 135 230 15 13 59 145 231 154
split_gain=22.2313 22.5096 23.0543 21.2141 20.6135 17.8148 15.8473 24.0353 20.7091 21.4081 16.8987 14.7445 14.1493 14.1396 14.0075 13.7315 12.4117 12.6044 12.002 11.3248 11.3043 13.0833 11.1243 10.4101 10.3357 10.0485 13.961 10.9305 10.545 10.2388 9.8228 9.59397 9.30844 12.2307 11.4015 9.24862 9.08251 9.02539 8.83333 8.7398 8.54709 8.0254 7.96481 7.33178 9.76555 7.25126 7.15437 8.26268 8.85963 7.12823 10.4457 9.73855 6.42115 6.10815 7.97297 5.97804 5.75238 5.46216 5.44393 5.18688 5.09612 4.39917 4.11082 4.31143 3.93678 3.40856 3.27984 3.71454 4.41538 2.69268 2.45927 2.11452 1.97605 1.59639 1.53186 1.47104 1.39622 1.63173 1.39025 1.22674 0.943938 0.504453
threshold=0.026703233680511428 0.027498205169353602 36.286105407255313 5897.0700000000006 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.93547181607255159 1.0000000180025095e-35 2.5000000000000004 27.259411362080773 1.0000000180025095e-35 0.025250000000000005 438.35401363202186 0.0094500000000000018 0.31161110425740618 0.029236211245059682 -0.013842003419995306 1.0000000180025095e-35 -736.38181818181806 1.0000000180025095e-35 0.013102781493216755 0.043100000000000006 0.056667959622386258 879.18981406548903 148242.59625000003 -16537.499999999996 -0.0066409423016011706 0.074150000000000008 -14387.499999999998 -7786.4999999999991 30264.750000000004 9.5000000000000018 2.583162217659138 34958.250000000007 17516.250000000004 27022.941796875002 0.83386687341559318 0.0033601243048906331 0.012840447016060354 0.029574746266007427 0.677949279279496 -0.024606220424175259 -344.49999999999994 2.5000000000000004 0.20365000000000003 0.87320935006699196 41404.376250000008 0.99999919566138318 0.83472141258030919 1.5000000000000002 0.011335101444274189 -0.0051623971667140714 -0.023944437503814694 9.3566050650239578 0.18793914958619917 0.0077324816957116136 0.001782431732863188 1.0338602773744328 -482.49999999999994 0.040335359051823623 0.013961709570139648 0.040544239804148681 185644.56262500005 0.21052496072940122 -382.31666666666661 -0.086025375872850404 654322.87500000012 1235079.6525000001 0.045715778474399171 -0.044442070648074143 -0.0032937122741714116 -0.011264979839324949 0.026127084833358565 0.22999990087900865 -0.0024196358863264318 -11008.499999999998 1.5000000000000002 0.65045000000000008 852.49377456562524 -0.001805300125852227 3091522.5450000004
decision_type=10 10 2 10 2 10 2 10 2 2 2 2 8 10 10 10 10 2 8 10 2 2 8 8 10 8 2 2 8 2 2 10 2 2 10 10 8 8 2 2 2 8 2 10 10 10 10 10 8 10 10 2 2 2 2 10 2 2 8 10 2 2 2 10 8 8 2 10 10 10 2 2 2 10 8 2 2 2 10 8 2 8
left_child=19 2 73 4 13 6 7 8 12 -10 20 15 -6 25 -13 -12 42 22 24 45 31 -22 52 64 65 26 30 53 60 36 61 -8 33 -19 -34 -24 -29 -30 80 -31 -25 46 -7 59 78 62 49 56 -49 50 -15 -51 -18 81 -55 -46 -48 -32 -44 -21 -28 -3 63 66 -9 74 79 68 70 76 -68 -57 -60 -2 -4 -70 77 -43 -45 -1 -5 -27
right_child=1 3 18 38 5 16 10 23 9 -11 11 14 -14 41 -16 -17 17 32 -20 43 21 -23 35 40 -26 27 28 29 37 39 57 -33 34 -35 -36 -37 -38 -39 -40 -41 -42 69 58 44 55 -47 47 48 -50 51 -52 -53 -54 54 -56 71 -58 -59 72 -61 -62 -63 -64 -65 -66 -67 67 -69 75 -71 -72 -73 -74 -75 -76 -77 -78 -79 -80 -81 -82 -83
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leaf_weight=2.1952606635168186 5.2104587694630009 17.775988243520263 5.5783053087070558 13.097575420513747 90.763005016371608 7.846299570053815 271.9483030885458 20.100372334942222 3228.7146316198632 739.98736533056945 1884.2581127695739 116.75168698932976 683.30997113883495 154.70395784731954 36.082690715789795 159.68425484467298 11.697943024337293 154.63706446252763 6.4617700939998022 3.8496983544901013 90.12485427595675 18.21666119992733 152.37331472802907 2131.9115000870079 5.2451101858168832 5.9376883395016167 42.354124991223216 16.758250871673226 22.521872632205486 217.50111626833677 30.632107069715858 92.899578738957644 399.50100082345307 262.16267919540405 107.0927740316838 399.71626068279147 117.95446971617639 223.91434184554964 23.473859807476401 76.160192780196667 202.33139508962631 30.90124246198684 4.9346153922379017 15.465246194042267 7.2452393407002118 3.2330960482358924 26.925052502192557 343.96557492483407 11.674084684811531 131.39018275588751 75.222808115184307 28.791254319250584 16.776469946838915 221.44396110810339 39.351957624778152 5.7623798754066238 20.943581651896238 15.800195911899207 6.7818561736494365 7.0794156491756421 6.1786213796585789 4.5995916724205008 6.7959582433104506 3.8165459129959336 32.230073850601912 5.2670494019985297 4.7666113423183551 6.9575838819146147 3.5607381006702781 1.4659090563654888 81.169509679079056 7.4368914989754531 14.896822842769323 7.5174547610804439 6.5496892780065545 3.6770924711599937 1.4331258535385121 2.8274858994409433 6.0153300845995537 2.8460265882313251 19.156099464744329 7.3267519287765035
leaf_count=128 76 357 74 79 1424 104 2819 90 60452 10109 26234 2327 9744 2108 836 5003 153 1362 135 98 876 169 2228 23238 117 81 562 341 365 2894 488 856 5071 3076 1542 4852 1994 2620 146 970 2174 1788 91 240 52 90 516 6873 311 2077 930 426 206 2773 736 82 471 258 107 136 82 82 162 39 174 93 89 151 94 61 1976 106 242 116 195 115 66 156 125 136 110 101
internal_value=0 0.000187785 0.0153506 0.000130165 6.68053e-05 0.000434235 7.61813e-05 -0.000483538 -0.00141927 -0.00208256 0.0015675 0.00240629 0.00196695 -0.00212187 -0.00424109 0.00291903 0.00270184 0.00234256 0.0245521 -0.00784656 -0.00230001 0.00393316 -0.00028328 0.00137445 0.0304116 -0.000381097 0.00264823 -0.00196299 0.000381502 -0.00419989 0.0112435 -0.00419891 0.00398089 0.00646849 0.00186041 -0.00107688 0.000956726 0.00234921 0.0131564 -0.00652535 0.00112785 -0.00433058 0.0147831 0.000868482 -0.00381475 -0.0115146 -0.00375123 -0.00584605 -0.00702282 -0.00150508 -0.00401018 0.00211185 0.0117845 0.00155482 0.00244999 0.00624352 0.00263477 0.0164153 0.0194911 0.0126031 -0.00845968 -0.00106623 -0.0126218 -0.013637 0.0106623 0.0362897 -0.0145012 -0.0153428 -0.0164423 -0.0137835 -0.0177533 -0.00322462 0.0231156 -0.00710449 0.0413631 0.0003109 -0.0150187 -0.0158088 -0.0124362 0.00134896 0.0195613 -0.0100866
internal_weight=0 13331.7 41.8298 13289.9 13234.2 11337.7 9799.31 7129.35 4742.77 3968.7 2669.97 2196.78 774.073 1896.46 152.834 2043.94 1538.42 1503.96 29.1019 171.873 473.189 108.342 580.564 2386.57 22.6402 1066.21 363.777 702.434 294.969 428.374 68.8079 364.848 923.394 416.8 506.594 552.09 134.713 246.436 55.7275 293.661 2334.24 830.244 34.4596 52.8542 41.9251 119.018 793.616 403.508 355.64 390.108 229.927 160.181 28.4744 274.06 260.796 20.4445 47.8686 46.4323 26.6133 10.9291 48.5327 22.3756 115.785 108.989 52.3304 17.395 105.173 100.132 93.174 36.6278 85.9361 13.1993 21.6787 12.7279 12.128 7.23783 35.1619 33.7287 21.4806 5.04129 32.2537 13.2644
internal_count=201006 197187 806 196381 196046 165559 146525 107405 81729 70561 39120 34400 11168 30487 3163 31237 19034 18490 614 3819 4720 1045 7439 25676 479 14704 4814 9890 3629 6199 1185 3675 11051 4438 6613 7080 2335 2985 335 3864 25412 15783 544 839 605 2980 13712 8171 7184 5541 3038 2503 359 3691 3509 240 987 746 440 234 644 439 2890 2728 264 362 2689 2425 2274 2071 2065 188 349 192 269 209 2010 1944 365 264 189 182
is_linear=0
shrinkage=0.0227381


Tree=199
num_leaves=112
num_cat=0
split_feature=19 22 195 182 6 122 187 123 121 225 224 122 17 122 126 40 162 0 188 191 12 180 191 199 180 144 95 186 53 8 134 185 183 215 191 171 180 157 15 15 191 143 223 53 220 55 225 14 186 141 178 195 149 202 133 126 203 5 15 211 123 216 122 196 41 6 149 39 167 90 130 211 179 203 179 72 143 176 5 222 191 210 187 150 130 215 86 44 220 165 145 121 232 15 194 216 182 204 17 121 120 126 203 229 121 72 182 187 223 15 207
split_gain=26.9938 25.7646 16.9332 15.2993 14.983 17.1852 20.7178 16.706 24.9432 16.7009 13.9066 13.8247 17.1115 13.3805 17.1778 13.3457 16.057 13.062 13.6249 14.9271 14.9309 12.6083 12.6287 12.692 12.5201 12.2551 13.7747 11.4918 11.4113 11.2104 11.0555 11.4301 10.9871 10.7962 10.5627 10.2931 10.7958 10.2431 10.0782 16.4005 13.9885 11.9234 11.4563 10.6214 12.6948 15.3384 10.4807 10.0316 10.9044 9.97874 10.4904 15.0437 10.5898 9.96791 9.84168 10.0928 9.69072 9.39479 9.72605 10.5176 9.29656 9.41378 9.24869 9.17233 9.15473 9.04611 8.8114 8.79211 8.77378 10.4187 12.97 12.1663 10.0986 9.45146 9.20636 9.14598 8.65558 8.6497 8.63208 8.59993 8.5822 12.0226 8.5472 8.48349 8.45964 8.4229 9.74475 8.37529 8.34357 8.293 8.2774 8.23637 8.22141 8.21882 8.09549 8.09054 8.06801 8.02862 9.95415 9.25452 7.96544 7.76282 7.75505 7.69764 7.62106 7.61371 7.53519 7.55208 7.5248 7.50025 7.49538
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decision_type=8 2 8 8 2 10 10 10 10 2 2 8 2 10 2 10 10 2 10 8 2 10 8 10 8 8 2 8 10 10 10 8 8 2 8 10 8 8 2 2 10 10 2 10 2 8 2 2 10 2 8 8 10 2 10 2 2 2 2 2 10 2 10 10 10 2 10 8 8 10 10 2 10 2 10 8 8 10 2 2 10 2 8 10 8 2 8 8 2 10 10 10 2 2 10 2 10 2 2 10 2 2 2 2 10 10 10 10 2 2 2
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Tree=203
num_leaves=103
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decision_type=10 10 2 8 8 10 2 8 10 10 8 8 2 10 10 8 2 10 8 8 8 10 10 8 2 8 8 2 10 8 10 8 2 2 2 10 8 2 10 10 10 2 10 2 2 8 8 2 2 2 8 8 8 2 8 2 10 2 10 2 2 2 10 8 10 10 2 8 2 2 8 10 8 2 2 2 2 10 2 2 8 10 8 2 10 10 10 2 2 10 2 2 10 2 2 8 8 10 10 10 2 2
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leaf_count=69 152 157 103 91 670 96 1069 500 7451 68052 147 1296 69 137 141 920 883 268 152 161 6529 9766 133 3087 2736 4864 1528 20941 156 175 153 122 7086 8172 1445 5724 447 9856 2360 77 303 195 302 1192 122 2688 429 129 131 329 483 1010 3050 392 393 78 150 604 142 118 432 136 255 150 199 422 2773 124 421 532 601 942 2202 96 356 158 145 171 102 4878 923 444 212 563 146 118 566 90 133 416 963 79 85 109 133 89 65 189 183 132 82 119
internal_value=0 -3.41829e-05 -9.68014e-05 0.000344549 0.0009012 0.000583332 0.000438286 0.00240979 -0.000109643 -0.000595906 -0.00168251 0.00588067 0.0132722 0.0176995 -0.00109289 0.00103279 0.00343914 0.00465581 -0.00123599 -0.000719752 0.0005246 -0.00220172 0.00366889 0.00811597 -0.000980172 0.000894535 -0.0022345 -0.00277802 0.0109232 0.0089652 0.0154247 0.00857637 -0.000548366 -0.00270945 -0.00417178 -0.00142723 0.023408 0.00508118 0.00273156 -0.00285168 0.0040289 0.00352934 -0.0023869 0.0052155 0.00784122 -0.00459989 0.0145321 -0.00589506 -0.00686475 0.00578527 0.00191434 -0.00698979 0.00066827 -0.000751887 0.00713223 0.00735999 0.00426198 -0.00812013 -0.00605201 0.0151295 0.00812506 0.0103791 -0.00142714 0.0148951 0.0054707 0.0204632 -0.00782199 -0.00752646 0.00463669 0.0102382 0.00507045 -0.00549679 -0.00542791 0.0015877 -0.00553867 -0.0048989 -0.00980041 -0.0086815 -0.00202446 -0.0107788 -0.0117728 -0.00341749 0.00655325 0.0111459 -0.00501711 0.0183449 0.00114942 -0.00314357 0.019592 -0.0143771 -0.00836251 -0.011463 -0.0147056 0.00506766 -0.00462881 0.00554833 0.00475658 0.00305309 -0.0035471 -0.00267826 0.0111978 0.0219423
internal_weight=0 13438.3 13370.5 10464.6 7545.7 7101.95 6984.28 1512.6 5471.68 4677.88 2905.88 443.75 97.4554 75.5443 2918.87 1000.83 618.603 557.49 2709.3 2447.98 892.823 1918.04 148.418 293.716 2391.41 959.624 1431.78 1337.59 67.8852 56.5736 35.3575 117.67 725.023 1769.63 1007.37 415.704 52.9054 619.773 793.805 382.226 75.1663 346.295 95.4564 234.601 100.303 307.06 45.1166 261.316 61.1134 250.838 140.766 245.135 263.774 762.251 53.6471 16.1807 93.1234 55.0229 591.67 53.6059 66.5057 44.7417 708.604 49.8034 40.4336 28.4308 238.028 196.589 14.8011 110.072 94.1926 189.488 297.316 22.639 30.4246 48.1153 55.2471 181.788 47.5999 134.188 128.748 35.3185 20.1019 16.2987 26.6177 44.8141 55.186 21.2161 24.5467 93.4294 27.498 21.597 48.5405 10.4532 11.833 5.43972 4.18932 5.90107 12.1388 21.9111 3.13718 33.306
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is_linear=0
shrinkage=0.0227381


Tree=204
num_leaves=112
num_cat=0
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decision_type=10 10 8 2 8 10 10 10 10 2 10 2 8 2 8 8 2 10 10 2 10 10 10 8 10 2 10 2 10 10 8 8 10 2 2 8 2 8 10 2 2 2 2 2 8 10 2 10 2 10 10 2 8 2 2 2 10 2 8 2 2 10 8 10 2 8 2 8 2 8 10 8 2 8 10 8 8 8 10 10 2 10 2 2 2 2 10 2 10 8 10 2 10 10 8 2 8 2 2 2 2 2 10 2 2 2 2 2 8 10 8
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Tree=207
num_leaves=112
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decision_type=2 2 10 2 2 2 2 10 8 8 2 2 10 2 10 2 2 8 10 10 8 10 8 8 2 8 10 2 10 2 8 8 2 2 8 2 8 10 2 2 2 8 10 8 2 8 2 8 2 2 8 10 8 2 10 2 10 2 8 2 2 10 2 10 2 2 8 2 2 8 2 10 2 10 2 8 8 8 8 8 8 2 2 10 8 2 2 8 10 2 2 10 2 10 2 10 10 8 2 2 10 10 2 2 10 2 8 2 8 10 2
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leaf_count=824 848 277 8467 484 858 189 149 11893 274 1035 16637 322 1097 360 581 1207 13807 9141 466 193 914 117 587 668 1445 7230 914 173 7267 206 2265 118 1104 342 1318 86 1124 464 1740 492 1471 691 719 163 777 1431 1353 270 185 1257 292 240 932 208 276 90 216 12316 760 2174 762 217 151 356 504 3413 89 476 810 1145 376 329 233 1846 2633 273 1949 441 726 1145 1838 243 769 726 534 158 1376 1037 75 448 1313 529 4874 569 2274 482 159 1206 187 242 370 734 103 113 933 158 32508 118 2372 1119 2030
internal_value=0 -0.000292562 -0.000974366 -0.000583219 0.00126505 0.00255608 0.000366991 -0.00195869 -0.00191092 -0.00313249 0.000548784 0.00199819 -0.000471302 0.000291079 0.0022146 0.00893625 -0.000445618 -0.001672 0.000791012 -0.00359823 0.00285021 0.00364689 0.00648473 -0.000467424 0.00239144 0.00401138 0.00107496 -0.000681526 -0.00244621 0.00603171 -0.00139119 -0.00337322 -0.0065804 0.00473691 0.00887221 0.00334983 0.00754728 0.0113858 0.00241729 -0.00396423 0.00328957 0.0049137 0.00626095 0.0039542 -0.000260052 0.00219441 0.0053802 0.0109979 0.0144187 0.0158516 -0.00454551 -0.0042641 0.00619396 -0.00497077 -0.00351195 -0.000857963 -0.00665337 0.00122743 -0.000152963 -0.00455738 -0.00378357 0.00119227 0.0176436 -0.00177565 0.00802175 0.00660496 0.00486845 0.00645701 0.00270528 -0.000133191 0.00275083 0.00406388 -0.000575634 0.00530341 -0.00590129 -0.00303542 -0.00631004 -0.00764437 0.00100846 -0.00503664 0.00378294 0.00482579 -0.00329593 -9.49616e-05 0.00451147 0.00749693 -0.00811299 -9.44789e-06 0.011492 -8.03443e-05 0.000411616 0.00325555 0.00719834 0.00811301 -0.00876189 0.00656234 0.00568595 0.00790322 -0.00497348 -0.0102485 -0.00120878 -0.00829985 -0.00879455 0.00263126 -0.00651267 -0.00806031 -0.00448362 0.0118905 -0.000330122 0.00261758 -0.00282477
internal_weight=0 11985.6 8338.73 7524.56 3646.83 1476.82 4453.95 3070.61 681.358 1886.17 4368.35 2965.47 761.669 4186.29 1154.54 138.98 3031.75 1677.75 654.194 1775.56 2203.8 1753.24 526.747 96.4538 1226.49 766.296 1354 525.25 399.77 52.8197 147.763 171.059 124.388 125.48 84.2405 1305.76 226.274 154.894 1079.49 126.144 953.344 644.012 537.493 143.399 450.566 289.451 183.99 85.7081 127.663 121.135 814.161 1551.88 182.063 792.945 537.959 297.537 240.422 1015.56 100.053 161.116 41.2393 103.699 111.471 288.455 430.294 380.867 46.6707 128.944 98.4065 309.332 189.908 110.611 72.9679 618.532 689.246 305.034 167.604 107.475 223.677 68.1587 155.519 23.55 251.265 155.629 82.5987 64.8061 85.6054 98.282 37.6434 1184.44 1107.76 146.384 492.695 442.841 192.648 99.7189 135.747 114.214 21.5337 89.5952 32.6595 144.054 113.086 19.9223 76.6767 384.212 1531.54 43.3463 460.194 210.747 249.447
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is_linear=0
shrinkage=0.0227381


Tree=208
num_leaves=112
num_cat=0
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split_gain=21.0922 22.5745 20.6645 20.7767 20.0065 18.1025 18.6217 14.0264 13.5565 12.5314 13.9293 13.1332 12.5129 12.3893 12.3346 12.2886 11.8648 17.0917 13.9999 14.986 13.6347 13.0582 13.0056 12.9462 12.5217 12.506 11.7373 14.0372 12.9028 14.4636 14.1355 12.5345 12.2885 11.4843 11.0136 11.0593 12.1241 10.8978 10.8831 14.067 10.8803 10.8774 10.8736 12.0431 11.0914 10.7702 10.7699 10.4913 10.4567 13.6478 10.3987 10.3154 10.021 9.99767 9.88903 9.49952 9.47555 10.6843 9.44169 9.30031 9.20909 9.15591 8.6876 8.65227 8.64198 9.74956 9.10653 8.62143 9.91894 8.54118 8.49288 9.68852 8.72651 8.41626 8.37614 8.30953 10.9497 7.601 7.5852 7.50311 8.09656 7.49444 7.48538 8.8376 7.65176 11.3299 9.01553 7.45275 7.41132 8.93631 7.42806 8.04121 7.39589 7.30969 9.85956 9.59045 9.29651 7.95639 7.61682 7.30838 9.77592 7.30564 8.29589 7.24359 9.14728 7.2357 7.17843 7.13538 7.32992 7.04141 7.04059
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decision_type=2 10 2 2 8 10 2 10 2 2 10 10 8 10 8 10 2 2 10 10 2 2 2 10 2 8 8 10 2 2 2 10 8 10 10 2 2 2 8 2 2 8 2 2 2 2 10 10 2 2 2 8 8 10 10 2 2 2 10 10 10 2 2 2 2 2 8 2 2 10 8 2 10 8 10 8 10 2 8 2 2 10 10 2 2 2 8 2 8 10 2 10 8 2 8 2 8 10 8 10 8 2 10 2 2 2 2 8 8 2 10
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internal_weight=0 13425.9 7987.18 5438.75 7826.81 7403.98 6736.97 6320.76 5244.41 5150.93 4905.3 4267.65 1811.22 304.926 1506.29 1076.34 1022.68 667.01 2456.43 757.451 475.458 416.218 628.266 548.753 637.652 110.844 154.965 748.843 87.7948 533.446 399.439 75.759 58.9168 93.4803 79.2059 359.294 526.808 442.329 134.008 661.048 2014.1 487.026 85.2626 57.5631 34.674 1527.07 53.4177 381.827 329.793 489.836 160.367 49.5635 35.8647 401.763 281.993 951.359 301.74 38.7439 60.5019 422.83 94.5979 79.5129 473.391 211.747 261.644 233.664 183.88 46.9989 383.127 47.5989 52.325 16.8801 575.713 47.5579 56.9238 335.569 57.5539 39.7034 21.6765 13.3487 25.3145 18.8606 53.6611 28.7866 27.4375 93.9641 65.7916 32.2131 51.2648 27.8666 59.7381 47.9734 21.7035 36.1192 24.7595 341.876 28.7673 313.108 158.249 154.859 82.4162 21.9016 17.553 322.22 301.697 100.629 20.5228 27.1879 28.1724 19.7427 52.0345
internal_count=201069 200771 132344 68427 128653 117464 107895 102292 83212 82057 59412 52919 21067 3970 17097 19080 18724 9569 31852 8269 5128 5603 8554 7919 6493 1445 2571 8828 1342 9015 6935 1400 1061 1155 1171 5032 5048 5289 2080 7486 26563 8763 1272 1489 838 17800 1102 4636 3878 6858 3691 298 687 7491 3141 11038 4189 1015 653 11189 1354 635 3946 1789 2157 1923 1455 722 10405 632 418 268 6762 819 571 9586 843 784 383 197 599 464 356 541 553 1177 780 466 551 334 1300 481 347 476 341 5446 430 5016 2871 2145 1166 432 415 9389 8713 2391 676 217 397 535 758
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Tree=210
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split_gain=20.5256 34.397 21.2551 22.6307 19.7009 16.2015 15.4838 15.1169 14.2516 14.0415 13.5546 13.1938 12.5274 13.5312 12.4191 12.324 15.0085 12.0482 11.9661 11.7117 11.477 19.682 14.8989 12.8536 19.4888 11.3311 11.2971 14.48 11.8783 11.7089 12.1408 13.4105 10.9174 11.5513 11.8448 11.0713 10.6034 10.2785 9.95416 9.84937 10.1254 9.80944 9.75472 13.7508 10.185 9.6957 9.68263 12.0599 10.4847 9.71084 9.60444 11.3514 9.58869 9.40202 9.24669 9.24383 10.0598 9.12983 10.9866 10.2856 9.10373 8.9533 8.95201 9.90429 8.83971 8.81463 9.82337 9.47482 13.9666 8.90741 9.26754 10.0743 8.77533 8.73619 9.01229 8.62528 10.1728 9.60514 8.91287 10.3422 9.76211 8.57132 8.56102 8.99168 8.55664 10.5667 9.55494 8.53585 8.50225 8.4551 8.4482 10.0146 12.7485 8.41735 8.39665 8.28145 8.20515 8.18542 8.11602 7.94165 7.84577 9.71534 7.87629 7.81369 7.80111 7.78395 7.76877 7.63403 7.62611 7.60903 7.42544
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decision_type=10 10 8 2 10 2 8 2 10 2 10 2 10 10 8 8 8 8 8 10 10 2 8 2 8 2 2 10 10 10 10 2 2 2 10 8 10 10 2 10 2 10 2 2 8 10 10 8 10 10 8 8 2 8 10 2 10 2 10 2 2 2 10 2 8 10 2 10 10 2 2 10 10 2 8 2 8 8 10 10 10 10 8 10 10 8 2 8 10 8 10 10 10 2 10 10 10 8 2 10 2 8 8 2 10 10 10 10 10 8 8
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leaf_count=291 619 8855 1342 305 859 143 10678 223 375 344 850 14356 230 628 14220 142 467 1399 2737 7027 2578 549 410 110 781 896 5230 308 279 106 361 13270 2316 475 164 757 421 3484 184 965 656 1362 1184 788 1298 594 252 301 1211 12126 180 12867 249 101 724 1491 3621 135 125 282 763 1078 163 252 1956 775 206 272 500 1019 448 294 121 510 260 687 302 249 347 1258 299 848 644 271 1371 364 4300 1052 411 1682 2486 306 585 7058 2760 222 4195 1256 212 105 1065 713 1235 6334 350 455 142 420 307 661 8141
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internal_count=200991 141093 101159 92456 8703 68565 23891 59898 39934 46474 36314 30675 56110 858 28576 22091 772 55252 6677 24242 12819 5843 1143 4700 1577 3987 48575 28107 692 27415 27002 18500 20468 3210 2320 921 1202 11423 594 2013 1048 15692 10160 2184 7976 5639 17258 14743 2515 12427 21319 14081 3940 757 11402 12489 11147 3691 1874 901 3040 1974 890 727 2099 4716 2742 1974 893 1967 1761 742 393 4396 912 6976 2494 1807 4482 4135 1557 973 2277 915 7526 1735 5791 1304 13278 1817 12652 3377 891 7238 3788 1081 4789 1505 1396 413 3123 1778 1345 7632 3565 3215 402 9275 413 803 8502
is_linear=0
shrinkage=0.0227381


Tree=211
num_leaves=112
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decision_type=10 10 10 2 8 10 10 2 8 10 8 10 2 10 8 2 2 2 8 2 2 8 2 2 2 2 10 2 2 10 10 2 2 10 10 2 10 10 2 10 8 10 10 8 10 8 8 10 8 10 8 10 8 10 10 10 2 10 10 8 8 8 10 10 2 10 10 2 2 8 2 8 10 10 2 2 2 8 10 8 2 10 10 2 2 8 2 10 2 8 2 2 2 10 2 2 10 8 2 2 2 10 10 10 10 10 2 2 2 10 2
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leaf_count=4771 2365 2929 12225 3227 267 407 643 611 144 797 6650 406 689 954 1175 1054 2045 2523 1304 229 1832 3931 658 1093 1627 472 641 285 5037 478 54 892 204 6997 438 2927 1131 173 513 912 185 750 102 526 319 257 11317 6470 6792 1178 13062 345 138 940 212 905 3951 1136 2142 3487 375 4255 257 512 1010 2980 3676 243 342 1863 1241 8022 323 1143 793 335 938 1585 4066 767 4205 519 201 477 143 2459 538 128 100 1074 2338 732 2420 1116 208 798 454 479 239 4390 182 1202 577 536 147 4901 1320 990 690 2147 526
internal_value=0 0.000546154 -7.29175e-05 -0.00202679 0.00166245 0.00303465 -8.76905e-06 0.000575986 0.000130616 -0.00224678 0.00173529 0.0016179 -0.000678651 0.00232134 0.00187128 0.00796557 0.00220289 0.00441903 0.00188493 0.00429154 0.00151974 0.00222265 0.00616834 0.0076458 -0.000327059 0.0118744 0.00867621 0.00413201 -0.00296501 0.0026873 -0.00537203 0.00330201 0.00922587 0.00316729 0.000435851 0.00518727 -0.00132235 0.000172242 0.00140067 0.000394762 -0.00356754 -0.00179849 -0.00471783 0.00508575 -0.00603184 -0.000821309 0.000199563 -0.000353704 -0.00596353 0.00694984 0.0010113 -0.000950452 0.00284196 0.00526504 0.00160506 -0.000405632 0.001073 0.00453397 0.00251163 -0.00496662 0.0129658 -0.00136629 -0.00249817 0.0165239 -0.00682261 -0.00368467 -0.000635475 0.00791085 0.00930869 0.011176 1.31387e-06 -0.0021105 0.00189355 0.00630708 0.0114688 0.0216813 0.00152864 0.00446455 -0.00244281 0.00739301 -0.010447 -0.00363114 0.00408931 0.0154841 0.0199622 -0.00415605 0.00257612 0.0106891 0.00797586 0.00713919 0.00905528 -0.000907447 0.000511317 -0.00582186 0.0101035 -0.000792903 -0.0032692 0.00623148 0.00740352 -0.00610766 0.0224739 0.00286481 0.00812838 -0.00343061 0.0119583 -0.0039354 -0.00227449 -0.000961313 0.00630996 0.00133058 -0.00568943
internal_weight=0 13222.1 8510.4 2117.19 4711.66 2480.87 1325.94 6393.2 2230.79 743.818 1301.11 3491.34 2901.86 2818.77 2621.21 197.56 2523.64 874.302 1825.05 691.733 978.282 914.146 655.821 533.049 122.772 232.633 190.725 300.416 711.969 1124.14 791.253 129.568 68.6896 1082.72 464.746 617.975 672.568 540.848 391.197 1133.31 261.255 1923.58 474.143 53.1222 421.021 1449.44 1169.58 1115.56 237.13 482.535 1649.34 380.522 582.123 346.97 872.058 521.475 455.864 350.584 291.765 279.852 58.8185 459.176 415.174 74.4016 101.67 675.383 303.855 300.535 267.933 227.89 93.3536 929.676 229.585 126.95 76.9671 38.907 83.5999 533.624 239.606 41.563 181.415 102.634 42.3011 67.9921 49.4989 176.976 279.04 49.3231 44.002 292.379 235.276 57.1022 229.717 220.071 54.028 235.153 177.261 57.8919 41.1837 371.528 41.9087 116.323 81.6723 700.091 50.6295 674.352 477.764 415.278 386.133 278.852 785.71
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is_linear=0
shrinkage=0.0227381


Tree=212
num_leaves=112
num_cat=0
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split_gain=20.2848 19.5621 19.6856 20.3365 15.3867 14.961 14.3431 15.3803 14.3562 15.455 14.0135 13.5932 16.9481 16.6604 13.508 13.4581 13.415 13.4135 13.3765 14.4563 13.2523 13.2259 12.7956 14.8923 12.3362 12.0347 11.8505 11.7515 11.5793 11.0094 10.7813 10.5322 10.5646 10.1574 10.3627 10.0732 9.95838 11.0496 9.94568 9.73422 9.63142 9.61885 9.20473 8.97708 8.91545 8.95148 8.73717 8.59664 8.57626 13.5624 13.3198 8.8577 8.44229 8.22783 11.0025 8.19002 8.17953 8.10767 7.92104 7.8898 7.78536 7.71773 7.61528 7.41514 7.31342 7.11045 7.6868 7.00607 6.9729 6.69497 6.6789 6.6665 6.56232 6.52748 6.50188 6.45142 7.66417 6.53411 6.08601 5.97804 5.96333 5.60705 5.41048 5.37371 5.23934 5.19673 4.9692 4.86782 4.78138 4.66671 5.37836 4.9399 4.62141 5.01483 4.61418 4.39511 3.9653 3.94798 4.0059 3.72868 3.63333 3.55023 3.44877 3.26598 4.11687 2.85058 2.82038 2.78695 4.49685 2.71259 2.68049
threshold=418.70454545454555 1.5000000000000002 13.500000000000002 11.917517006802724 4.6770833333333348 0.66838487972508598 1788000.7500000002 0.33863163797553503 -2854.4999999999995 0.97683363148479441 1.0000000180025095e-35 1.0162192876463474 24457.342500000002 1.5000000000000002 2.0999914444795889 40648.630178571439 0.044135537304481602 -71.499999999999986 0.18246477232143227 -0.017080778256058689 1.0000000180025095e-35 15.500000000000002 0.94210442578082787 0.27151276759926307 0.97395000000000009 3.5000000000000004 -16.499999999999996 0.068823236972093596 0.71901943401610735 0.4623788596955532 0.95082210960693969 0.68541190107709149 0.67465000000000008 -0.042087169364094727 0.015196676831692459 0.83974358974358987 -210.49999999999997 0.77097902097902116 70232.531250000015 5237646.7500000009 0.15466447174549106 0.10796967267668517 75010.90575000002 116887.50000000001 -0.016021582297980782 13.500000000000002 23.168238993710698 -960.49999999999989 -0.0059145872946828595 -1.0000000180025095e-35 -0.019428249448537823 0.62652901053949384 -0.0052370952907949677 -0.02146811410784721 -0.030270243063569065 0.11882352941176472 -0.028047972358763214 -0.016402887180447575 -2410.4999999999995 6.9180382282226365 0.063150000000000026 0.016463264822959903 0.06405000000000001 12.500000000000002 0.78165639972621503 -1.4999999999999998 0.0074500000000000009 53.500000000000007 0.013434831053018572 0.019036751240491871 1.1880896226415096 0.55460000000000009 0.08865000000000002 2.0031446540880506 51795.000000000007 1.4449112978524745 -113.49999999999999 0.47968992289366102 0.29570427558300871 0.028979180380702022 516.50000000000011 -0.017580556683242318 1.0098494503847786 685.09087936312574 0.13360000000000002 1.5000000000000002 0.0033489769557490949 0.62930796184158477 -0.03253368288278579 7.5929064657878227 0.026539263583095583 -0.0016565226833336053 0.046053208410739906 -0.026426931843161579 0.039463158696889884 0.19536177962055323 0.37514335751350963 -0.043780665844678872 -0.061668105423450463 0.24518380290995226 -0.0049379169940948478 0.0042304950766265401 0.011438304558396341 -0.0011308327084407208 -0.0059922649525105945 0.79091037558954924 0.057780614122748382 0.05239920917242321 66169.125000000015 -171.49999999999997 0.41319942611190824
decision_type=10 2 8 8 10 10 10 8 8 8 2 10 10 10 2 8 2 8 10 2 2 10 10 8 8 8 10 2 10 8 10 10 10 2 2 10 10 10 8 10 2 10 10 2 2 2 8 10 2 2 2 10 2 2 2 10 2 2 8 8 8 2 10 2 2 10 10 10 2 2 10 10 8 8 10 8 10 10 10 2 8 2 10 8 10 8 2 10 2 8 8 2 2 2 2 10 8 2 2 10 2 2 2 2 2 10 2 8 10 10 10
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Tree=215
num_leaves=112
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decision_type=10 10 10 8 8 8 8 8 10 10 10 2 8 2 2 10 8 8 2 2 2 2 2 8 8 2 2 8 10 8 8 10 2 10 2 8 10 2 10 10 10 2 2 2 10 10 8 10 10 2 2 10 2 10 10 2 2 8 2 8 2 2 2 2 10 10 8 10 10 2 2 2 2 2 2 8 8 10 8 10 8 2 2 2 10 2 8 10 10 2 8 10 2 10 2 2 2 10 2 10 2 10 2 2 10 8 2 10 8 2 10
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leaf_count=76 1587 870 87 91 276 2343 6646 2370 4315 2633 95 8513 15715 3269 839 28678 2106 728 37280 1568 251 228 128 260 13446 91 2290 239 410 199 4909 315 3927 222 234 261 430 123 162 128 458 1085 1446 950 110 2055 972 843 4923 221 538 640 3585 2246 1240 349 173 490 2414 206 352 177 320 95 1660 125 1660 662 1462 194 877 528 2462 134 298 435 91 85 273 142 127 167 103 121 453 350 2372 234 106 1044 380 132 153 106 602 106 3734 135 126 148 233 85 89 189 149 629 185 78 354 2793 167
internal_value=0 0.000155149 -0.000177445 0.00233045 -0.000501524 -0.00251618 -7.43804e-05 0.000194023 -0.000565797 0.00186481 -0.000821292 0.00271469 0.00124813 0.000876423 0.00461444 0.000190247 -0.00236968 -0.00187067 -0.00217024 0.0051943 -0.00399634 0.0035855 -0.00124491 -0.00192817 -0.00121745 0.00628825 0.00103398 -0.0071445 0.00268065 0.00329509 0.00233975 0.00563123 -0.00466196 -0.00327407 0.00356679 0.00224071 0.00469756 0.00374821 0.00307915 0.00111262 0.00471588 0.00584339 0.0101356 0.0021598 0.0081931 -0.00156332 -0.00529618 0.000780745 0.00136409 0.00683538 0.00885262 0.000511982 0.00118469 0.00360486 -0.00101903 -0.00697115 0.00284388 -0.00139848 0.00164712 0.0139472 0.00978746 0.00997707 0.011862 0.0168847 -0.00552375 -0.00886796 -0.00366036 -0.000837302 -0.00714833 -0.00353271 0.0139088 0.00141454 0.00149323 -0.00521564 -0.0082884 -0.0062358 -0.0066734 -0.00791812 -0.00881788 -0.0105377 -0.00649017 0.00158644 0.00244594 -0.00169299 -0.00981639 0.012668 -0.011181 0.00446105 -0.0072145 -0.00964698 -0.00321407 0.0147674 0.00393798 0.00999908 -0.00890861 -0.00849813 -0.0111776 0.00272642 -0.00331101 -0.0118243 0.0141005 0.0132766 0.0201697 0.00366624 -0.000595063 -0.00438504 0.000165269 -0.00489759 -0.00199381 -0.0128822 -0.0118729
internal_weight=0 13288.9 11468 1306.25 10161.7 1770.23 8391.48 7861.63 5407.95 2453.68 1139.19 2046.1 1293.81 2570.13 390.981 2179.15 407.575 2837.83 2734.73 752.295 529.847 1069.79 1116.76 1029.76 965.34 87.0001 238.112 167.344 947.81 894.615 790.059 103.092 515.026 236.464 70.9134 1820.98 564.454 543.01 529.953 1256.52 426.774 384.993 170.851 214.142 54.4674 270.418 145.472 1232.06 1128.88 143.985 128.642 984.898 905.09 428.755 476.334 169.463 124.946 46.8068 755.376 71.8821 104.556 121.975 108.591 58.1254 631.034 214.23 416.803 236.253 180.551 103.179 40.1933 56.76 194.039 103.177 77.8557 165.55 53.1944 244.608 156.034 133.806 79.8081 22.228 21.2122 87.9268 206.473 82.9331 64.4184 50.466 160.243 114.305 51.3467 22.4356 25.3218 15.9982 227.171 55.8209 180.79 47.3582 27.4929 124.887 34.6832 24.4635 47.9672 17.437 45.938 35.8487 25.6834 41.7809 24.5964 118.209 59.8807
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is_linear=0
shrinkage=0.0227381


Tree=216
num_leaves=112
num_cat=0
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split_gain=19.8291 23.3447 21.9204 17.8812 19.5227 16.9274 16.5195 14.3791 14.2411 13.4187 11.925 16.7932 11.897 11.2843 14.7438 10.7668 10.3016 12.9403 13.0067 12.9919 11.5023 11.0208 10.208 11.9187 10.1667 10.3012 11.8083 12.4278 10.1411 10.9038 12.4933 12.3243 13.9952 12.477 11.6501 11.1139 10.2816 14.9028 13.2632 10.0897 10.0326 11.443 10.1161 11.6739 13.5231 10.7685 9.9761 9.94748 12.3848 12.0934 9.83934 9.82829 9.23788 9.23655 12.9389 9.2808 9.22651 11.0851 9.21674 9.47429 8.80981 8.71055 8.69702 13.5047 8.73944 8.68442 8.61267 8.5744 8.53539 8.53293 8.46928 8.43173 8.40787 10.1036 8.359 8.26247 8.76287 11.7538 8.1635 7.92808 8.05086 7.87414 10.3635 9.79976 7.96585 7.79043 7.75289 7.7083 8.10032 7.6708 7.61962 7.60555 7.59592 7.8247 12.9465 10.6416 7.6302 8.41361 7.52411 7.50856 7.50394 8.58266 7.46834 8.3904 7.44431 7.31349 7.21845 10.3678 7.20696 7.90391 7.09717
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Tree=219
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decision_type=8 2 10 10 10 10 10 8 8 2 8 2 10 10 10 10 8 2 8 2 8 10 8 2 2 10 2 10 10 2 10 2 8 8 2 8 10 10 8 10 10 8 8 8 10 2 10 10 2 10 10 2 2 8 2 2 2 10 10 2 8 10 2 8 2 10 8 10 10 10 2 10 8 8 10 10 10 8 10 8 8 2 8 2 10 2 2 10 10 2 8 10 2 10 2 8 8 10 2 10 8 10 2 2 8 10 10 2 10 8 2
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leaf_count=233 6353 1314 1228 76 2365 101 8909 2347 12958 2476 4393 139 1937 214 416 419 6672 6069 2628 3346 1899 284 9457 443 237 715 2155 161 196 326 118 1098 2520 50076 285 720 762 618 116 146 1497 663 1581 11261 977 641 115 484 316 254 1726 486 247 1149 3371 374 3206 1298 1613 424 418 137 400 960 147 238 430 1215 191 252 296 109 421 119 2840 442 238 311 1155 3604 268 135 2075 194 129 385 678 415 231 303 389 578 147 277 199 1113 1374 78 1659 389 190 670 296 2161 211 776 105 1670 166 1018 195
internal_value=0 0.000419385 -2.71009e-05 5.9921e-05 -0.000192466 -0.000922057 -0.00164836 0.00122354 0.000223762 0.00162463 -0.000454374 -0.0045182 0.00416368 0.00355114 0.00938924 0.00164315 0.00441713 0.000935773 0.00292587 0.00228178 -0.000107076 -0.00297384 -0.00122458 0.00516848 0.010091 0.00176797 0.00279058 0.00174723 0.00715194 0.00541113 0.00705049 0.00805671 -0.00237775 -0.00169756 -0.00216643 0.00632844 0.0106052 0.00525265 0.000997346 -0.00953922 0.00296067 0.000324566 -0.00134876 -0.00505312 -0.00697189 -0.000743016 0.00924355 0.0033946 0.00589756 0.0103424 0.0102243 0.00648711 0.0149356 0.000514102 0.00363343 -0.00116092 -0.00537027 -0.0036601 0.00279828 -0.000739396 -0.00298637 0.0109865 -0.000370427 0.00467812 0.00751687 0.0148024 0.0224972 0.00348862 0.0142909 0.0169585 0.022126 -0.00108553 0.00442838 0.00745309 -0.00178347 -0.000358104 -0.0048703 -0.00564137 0.00145566 0.00356211 0.00931744 0.00509836 0.00229252 0.00136398 -0.00107205 -0.00541667 0.0131749 -0.00610347 0.0173886 0.0075682 0.0103872 0.0168715 0.00215076 0.00136546 -0.00198959 -0.00595559 0.00193242 0.00962105 -0.0113919 0.00453245 0.00975227 0.00318392 0.000513846 -0.0090551 0.00286161 -0.00177658 -0.00381827 0.000833055 -0.00516046 -0.00636739 -0.00192397
internal_weight=0 11571.8 9340.9 9264.69 8647.66 5709.08 4444.55 2938.58 2199.8 1264.53 728.991 281.18 738.775 617.033 143.68 473.354 535.535 1918.62 873.952 2230.9 251.256 193.235 4153.52 250.913 117.062 563.662 2037.66 1467.66 169.876 570.003 449.115 420.297 222.441 3589.86 1878.97 487.519 178.698 54.4687 1297.78 76.2142 664.061 354.984 305.456 476.467 226.711 120.888 152.714 506.461 309.077 131.219 314.049 186.528 127.52 133.851 308.821 1402.5 213.864 366.602 362.389 1044.67 100.861 139.893 1188.64 141.562 115.992 47.5645 25.415 161.922 96.2291 80.7171 50.4501 1047.08 112.481 95.8893 934.595 645.93 288.665 160.441 485.489 333.49 49.5284 62.6025 177.857 106.248 633.722 159.838 119.568 28.8186 29.0743 41.4618 81.3856 64.7032 22.1495 68.4278 208.007 101.207 106.8 32.9899 80.6577 70.5474 40.3231 44.9115 52.3586 115.53 41.2889 592.261 330.056 262.205 169.094 158.777 93.1298
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is_linear=0
shrinkage=0.0227381


Tree=220
num_leaves=112
num_cat=0
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split_gain=19.6464 19.5845 18.4521 15.7378 15.7862 16.5653 14.6613 14.53 13.687 13.6451 14.6123 13.5844 13.5734 13.4625 16.0878 12.9825 14.3076 12.9122 12.8711 11.988 11.87 13.367 11.8769 11.2024 11.0886 12.4822 12.1273 12.6101 10.4541 10.2878 10.1319 9.95065 9.89505 10.0778 9.71976 9.38469 9.13298 8.97094 8.89128 8.77475 9.10902 8.63218 8.61645 8.48217 8.43729 8.40208 8.38326 8.37976 8.19675 8.30658 8.102 8.09545 8.08053 8.06616 8.712 8.02815 8.5633 7.83553 7.70729 7.60785 14.399 7.53965 7.41197 7.39528 8.80248 7.28743 10.3339 8.36217 9.2925 7.79169 6.9036 6.7111 6.69255 6.68154 6.54358 6.48749 6.07906 5.92855 5.77278 5.64182 5.27698 5.27523 5.27193 5.16313 5.13248 4.9199 4.90149 4.66199 6.01272 5.07508 4.64669 4.61901 4.58171 4.40439 4.39838 4.21485 3.53805 3.45799 3.32789 3.19055 3.08292 2.84791 4.14024 3.22993 2.76115 2.59045 2.53153 2.34764 2.23158 2.17745 2.02472
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decision_type=10 8 10 2 2 2 10 10 8 10 2 8 8 10 8 2 2 10 10 8 8 8 8 2 8 8 8 8 2 10 8 2 2 2 10 2 10 8 10 2 2 8 10 2 10 10 8 2 10 8 2 2 2 8 10 2 8 2 2 8 10 10 10 2 10 10 2 8 8 10 2 10 10 2 8 2 2 10 8 2 2 2 2 10 8 10 2 10 10 10 10 2 10 10 10 2 10 10 2 2 10 2 2 2 8 10 2 10 2 10 2
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Tree=223
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split_gain=17.072 16.3957 17.0401 15.4153 28.0629 16.2107 15.6697 14.5816 16.9221 13.2774 13.0867 12.4836 12.2981 11.5284 11.465 11.2682 11.0662 10.7648 13.1773 12.7555 10.4743 11.772 10.4088 10.208 10.0438 10.014 9.9038 9.81651 9.99309 9.74985 9.72812 12.8342 9.30741 9.28155 8.50793 8.16696 7.97023 7.8747 7.7766 12.7089 12.5992 7.7545 10.7597 13.0157 7.65766 7.63206 10.3016 7.57529 7.4492 9.08484 7.21769 7.20823 7.16232 6.98326 7.34863 6.82286 6.81323 6.66308 6.52729 6.35021 5.85974 5.9379 7.9177 6.36193 5.7503 5.7043 5.69103 5.85911 5.6752 5.26788 3.86743 3.67421 3.66412 3.63938 3.60306 3.1279 3.05055 3.02243 2.70757 2.69905 2.30168 2.35492 2.80446 2.8402 2.91592 2.03488 1.68817 1.55519 1.36052 0.222468 0.143689
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leaf_count=123 78 383 151 386 153 2258 586 9898 433 2136 53 69 459 62173 209 3212 248 1250 2248 151 1059 5671 31844 4128 141 92 102 4130 3082 149 6822 22357 1462 818 11427 853 126 105 3565 1555 630 142 108 655 270 217 81 259 628 500 71 71 378 78 1114 905 530 405 449 116 140 235 129 103 101 343 119 99 72 104 641 1008 112 110 91 109 119 116 74 409 88 53 142 1995 90 107 88 88 365 79 84
internal_value=0 9.29746e-05 2.7263e-06 0.000110963 -0.000456196 -0.00193235 0.000693195 0.000401294 0.000100547 0.00118863 0.00121087 0.00357502 0.00442769 -0.0001556 -0.00264242 0.00643883 0.00647885 0.000547256 0.000875812 0.00163978 0.000193005 0.00186478 0.00143058 0.00759744 -0.0061348 -0.000120429 0.0107923 -0.00179185 0.000389503 0.0102336 -0.00216234 -0.00147859 0.00792869 -0.00235894 -0.00487018 -0.00490244 -0.00177484 0.00928335 -0.00676871 -0.00135773 -0.00919489 -0.00419236 -0.000756121 -0.00637658 0.0165258 -0.00418911 0.0040696 -0.00493478 0.000732016 0.00306328 0.00709468 -0.00930031 0.0124657 0.0058681 0.00731686 -0.0115031 -0.0048153 0.00556564 -0.00438607 -0.00190117 -0.00427201 -0.0060844 0.00103242 0.00704461 0.0141147 0.0118554 0.00987268 0.0115316 0.013227 -0.000656459 -0.00998876 -0.0086666 0.0147331 -0.0104813 -0.0121956 0.0152054 0.0166048 -0.00385417 0.00512681 0.017584 -0.0114922 -0.0121813 -0.0129184 -0.0141886 -0.0150652 0.00403613 0.0105495 -0.000395028 -0.00969366 0.00556913 -0.00554786
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internal_count=201165 200975 199795 195195 134237 57010 77227 75427 73966 60958 10059 14630 12330 72071 46951 8617 1800 46328 43659 33346 9518 6730 33094 7340 4600 687 541 10313 5330 1113 40815 29179 1895 1277 11636 4983 1840 350 6136 1941 4195 2669 1551 763 323 2300 1006 507 3713 2636 1180 1118 964 1461 1267 1047 2788 788 1077 218 1490 1339 467 338 252 560 879 760 689 301 872 1294 190 1118 732 590 224 194 197 481 2760 2672 2531 2138 2085 176 180 393 446 167 226
is_linear=0
shrinkage=0.0227381


Tree=224
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Tree=227
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decision_type=2 8 2 10 2 8 8 8 8 8 10 10 10 2 10 2 10 10 2 2 10 2 8 2 8 10 10 10 10 10 8 2 10 8 10 8 10 2 10 2 8 8 10 8 8 10 8 8 10 8 2 2 10 10 2 2 10 10 10 8 10 10 2 8 2 8 10 10 10 10 8 2 2 10 10 10 2 8 2 2 2 8 10 8 2 10 2 10 10 8 2 10 10 2 8 8 10 10 10 8 8 10 2 2 2 10 10 8 2 10 10
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leaf_count=564 821 3163 402 519 1611 927 738 11138 1326 933 1504 1512 2352 2482 435 1717 2232 674 417 1503 925 455 32058 315 4372 2328 1486 429 755 204 9162 663 4429 1344 6247 1513 3521 418 1884 239 497 190 748 1063 442 2119 1514 1253 566 5109 4384 320 155 370 154 8149 247 264 446 1055 563 4103 332 2451 189 1055 1496 542 169 453 537 954 200 664 736 1659 4554 404 201 174 155 4260 655 406 454 610 447 275 2705 573 2610 387 149 638 828 1003 348 99 181 521 1420 1603 507 814 1379 1676 1322 13871 375 264 806
internal_value=0 0.000370343 0.000937025 9.25789e-05 -0.000167252 -0.000882717 -0.000940329 -0.00177367 0.00135843 0.0062364 0.0114396 0.000172418 0.00247229 0.00191895 0.00447574 8.03882e-05 0.00165725 -0.0022349 0.000131545 0.00277461 0.0101302 0.00346035 -0.00249081 0.00149978 0.00358248 -0.00258758 0.0055305 0.00725126 0.0131713 0.00940456 -0.0021268 0.00498312 -0.000127841 8.85779e-05 -0.000136704 0.0009676 -0.000190952 0.000496286 -0.00321736 0.00293297 0.00439423 0.00926621 0.001944 0.00507007 0.00728372 0.00933881 0.000486727 -0.000338839 -0.00627339 0.00106658 -0.00299471 0.00357969 0.0181869 -0.00707717 0.00654333 -0.00368292 -0.00619709 -0.00172163 0.000740263 0.00733069 0.0134863 -0.00188484 -0.00334538 0.00551466 0.011528 0.0139701 -0.00176904 0.00427901 0.00142063 0.00614468 0.000118268 -0.000563862 0.0143769 -0.00321793 0.00558092 -0.00214219 -0.00345671 0.00201955 0.00733247 0.000510415 0.00554123 0.00135835 0.00360578 0.00243676 -0.00191287 0.000453717 0.00425366 -0.0015323 -0.00292447 0.00846162 0.00464556 0.00712628 -0.00698871 0.000966754 0.0180068 -0.00273299 0.00363132 0.0108175 0.00684056 -9.20243e-05 0.00676809 -0.000388063 -0.00459865 0.00255591 0.00719406 -0.0034766 -0.00530433 -0.00357558 0.0126398 -0.00185777 0.00874816
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is_linear=0
shrinkage=0.0227381


Tree=228
num_leaves=89
num_cat=0
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split_gain=17.7384 20.6594 17.7795 15.7401 15.4619 15.5763 14.4548 14.9289 18.8704 16.2001 14.8022 17.6438 14.2652 13.6855 13.6439 13.0512 11.8647 11.4174 10.6925 10.3544 11.372 10.0922 8.61014 9.00487 7.41847 7.36606 7.4307 9.68843 8.27974 8.84106 7.91136 10.845 9.66075 9.12636 8.54056 7.85806 8.44591 7.04898 7.0271 8.21016 8.17493 6.8505 6.93325 11.0741 6.58427 6.57836 7.63661 9.66542 6.38311 6.18327 5.88925 5.43341 5.58611 5.90459 5.43274 6.70809 5.22012 5.16549 5.10861 4.70453 4.70099 4.59483 4.48383 4.44693 6.76533 6.46002 4.7074 4.14785 4.11732 4.0126 3.9573 3.8079 3.35164 3.27062 3.18518 3.17111 2.8766 2.85947 2.59412 2.53168 2.20342 1.70457 1.53803 1.01132 0.853643 0.685426 0.455924 0.241618
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decision_type=10 10 2 8 2 10 2 2 2 8 2 8 2 10 10 2 10 8 10 2 2 2 2 2 10 10 8 8 10 8 10 10 10 2 2 10 10 2 8 2 2 2 8 10 10 10 10 10 10 2 10 8 10 10 10 2 2 2 2 8 10 2 2 2 8 8 8 10 2 2 2 8 10 8 2 2 2 2 2 2 2 2 2 10 8 2 10 10
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is_linear=0
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is_linear=0
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Tree=231
num_leaves=112
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decision_type=10 10 2 10 10 2 2 8 2 10 8 10 8 2 10 8 10 10 10 10 2 10 10 10 2 2 8 10 2 2 8 8 2 8 2 8 10 2 2 8 10 10 2 8 10 8 10 10 2 2 10 2 8 10 10 10 2 2 2 10 10 2 2 10 10 8 2 10 2 2 10 2 2 10 8 2 10 10 2 10 2 2 10 2 2 2 2 10 10 10 8 10 10 10 2 2 2 10 10 2 2 10 2 2 10 10 2 2 2 2 10
left_child=1 2 4 62 5 6 8 24 39 14 35 46 70 16 19 51 28 41 -19 -8 21 54 29 -23 63 49 37 96 36 60 -31 56 33 34 -33 -10 -7 -11 -12 -1 55 -18 -28 -35 -41 89 47 53 -17 50 -26 -14 -30 -9 59 76 57 85 -59 65 -15 90 72 -6 99 101 -24 -68 -67 80 79 -58 -2 -56 -61 -51 78 91 107 -13 -42 -49 94 84 -84 -29 102 93 -72 -34 -5 -78 -27 -57 -63 -96 -22 -98 -88 -48 -75 -4 -79 -92 -25 -100 -80 108 110 -109 -3
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leaf_count=138 163 260 257 133 111 7425 73783 704 180 392 6071 489 393 2456 144 217 18782 3727 871 14371 68 100 80 87 433 178 4714 148 1329 484 669 1148 263 8885 207 573 1362 239 3954 1921 128 3372 1475 11976 2509 93 84 320 777 291 121 443 196 1283 270 140 110 268 791 178 215 1966 223 151 128 326 1477 87 1465 218 321 145 223 120 64 174 41 247 93 4010 93 131 85 205 118 120 73 147 337 100 193 492 88 133 268 240 71 122 104 231 103 117 120 144 112 77 129 1418 544 141 308
internal_value=0 8.07879e-05 0.000187542 -0.00660702 -0.000176154 -0.000403897 -0.000979765 0.00254178 0.00151777 -0.00145965 0.00328603 0.000689715 -0.00187155 0.00101889 -0.00185732 0.00588145 0.00173124 0.000570769 0.00675891 -0.00192081 0.00179338 -0.00314332 -0.0021453 0.0111223 0.00762422 0.0047485 0.00165405 0.00225989 0.004037 -0.000365269 0.00475298 0.00200908 0.00151427 0.00125015 -0.00577078 0.0130073 0.00281664 0.00990425 0.00232741 -0.00225612 -0.00547303 -0.000214203 0.000720816 0.00161077 -0.00330557 0.0119103 0.00485472 0.0068656 0.01171 0.00753568 0.0119676 -0.00237027 0.00963065 0.00917918 -0.00557652 -0.00703767 0.0066387 0.00414709 0.00645391 -0.00720585 -0.00264601 -0.00889728 0.00735083 0.0172804 -0.00371515 -0.00874018 -0.0080343 -0.00947942 -0.0112541 0.00546213 -0.00543016 0.0150344 0.0142186 0.00594224 0.00542104 0.000987918 -0.00863486 -0.00267379 -0.0113595 -0.00665617 0.0135876 -0.00440883 -0.0108411 -0.00135384 0.00794546 -0.00485365 0.00403822 0.00313187 0.00351597 0.0162778 0.00154361 -0.0106733 -0.00601225 0.0079412 -0.0128485 -0.00247557 0.0118274 0.0151729 0.011144 -0.00821277 0.0141138 -0.000143664 -0.00283585 -0.00467683 0.0186686 0.0165878 0.00281464 -0.0129697 -0.0066729 -0.0160564 0.000257079
internal_weight=0 13216.5 12975.4 179.829 10585.6 9773.91 6959.68 811.658 1118.73 5840.96 762.546 602.039 375.723 2814.23 5182.53 116.436 2300.26 1537.29 165.688 5172.33 2389.81 202.078 513.962 24.9704 209.619 171.401 658.429 2187.73 762.978 401.681 120.944 2141.98 1945.46 1906.66 86.8454 58.7451 636.946 58.5098 703.801 356.179 241.1 1371.6 599.92 1819.81 332.049 38.8057 226.316 184.69 66.1253 138.187 78.1632 50.3102 126.032 154.57 177.108 213.602 196.521 161.453 130.452 157.981 280.737 157.159 22.6695 38.2175 41.626 143.225 112.281 105.479 108.761 27.4977 259.287 35.0679 14.28 19.1264 14.7564 60.0236 185.73 63.6073 122.123 229.973 12.5389 30.1202 132.215 25.6049 13.4904 31.0003 36.902 27.8719 29.3145 31.3793 24.944 26.7053 33.2146 21.1377 106.61 19.8837 45.7473 32.7895 15.5193 32.4545 9.12418 34.4639 21.3827 16.7653 16.9885 9.02646 11.8011 110.322 45.2346 65.0871 23.2595
internal_count=200992 197031 192125 3961 164411 152996 110464 11415 15346 95118 10778 9868 6987 42532 88298 1830 37064 26752 4598 88154 27714 3199 5468 299 1547 1285 6820 24515 10312 3824 1153 24254 22672 22216 1355 753 8787 631 10025 4568 4906 22154 6189 20861 4430 456 2881 2438 994 1019 554 836 1525 1987 2900 4467 1582 1327 1059 2407 2671 3352 609 262 443 2165 1644 1564 1791 439 5157 255 386 493 242 465 4047 1154 2893 4499 221 451 2882 408 203 268 621 420 658 363 470 533 266 273 2474 508 261 193 254 315 223 374 367 337 199 181 222 2671 1112 1559 568
is_linear=0
shrinkage=0.0227381


Tree=232
num_leaves=112
num_cat=0
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split_gain=18.3681 16.6662 15.8515 14.5911 14.9895 20.7239 14.5156 13.2352 12.5667 12.3699 15.5425 14.7304 12.0618 11.4575 12.4541 11.2018 11.1361 11.0981 10.7777 15.1894 13.3536 10.6971 10.6134 10.5365 11.8566 12.266 11.3932 13.9611 10.4312 10.3481 10.0029 11.6202 9.9519 9.72583 9.67307 9.47544 9.43437 9.28625 10.4431 9.20415 9.18538 9.15613 11.5479 9.07869 8.75629 8.62644 8.34484 8.25441 8.14886 8.1147 11.9933 9.93172 8.05171 10.1883 8.02498 9.52161 7.77356 7.17158 7.82368 13.5643 9.1586 7.83284 11.0464 9.20824 7.30564 7.3049 7.13284 7.97331 7.0364 9.60669 6.99413 7.79769 6.94289 6.89901 7.63726 6.82013 6.79477 6.78967 7.98562 7.71762 7.55794 6.78808 6.74258 10.4939 8.19262 6.73296 7.73007 6.72795 6.67407 6.66355 6.50499 6.37381 6.17112 6.07379 6.04765 6.13863 5.99162 5.97057 7.59409 5.90909 5.90781 5.82613 5.80402 5.76825 5.54735 5.47292 5.40977 5.25977 5.25339 5.24693 5.10663
threshold=1.0000000180025095e-35 -0.050207791849970811 1.5000000000000002 0.77092437351967502 0.092300081724854238 0.078984752592741736 3.5000000000000004 0.079462512491347573 0.075167301227286293 0.97395000000000009 2.6531698374202137 0.3697890995899612 0.88338794358598738 0.021439801901578907 -782.49999999999989 0.99999780231684421 0.04984470734134281 0.85693388413162563 0.013893818482756616 0.97045000000000015 -1667.8166666666664 0.55117372062232117 0.078034410629050657 -35.499999999999993 0.97935000000000005 1.0000000180025095e-35 -0.00060043795383535315 55543.482000000011 0.0015418711118400099 6.5000000000000009 9.3049516908212571 0.02039665282840766 0.0033035423839464788 0.056555947288870818 0.0061746550472040673 -1812.4999999999998 -0.0015816472005099056 0.58159449498525129 0.7551500000000001 0.026150000000000003 -0.012196866795420645 0.46414593213432992 0.05277081592871067 -1011.4999999999999 -0.017040172591805455 -0.0082270633429288847 7.8015151515151517 0.3687762441774039 0.049999656087035625 0.6132478632478634 0.038058880716562278 -0.0036936691030859943 -1497.4999999999998 0.60363955142976 -0.030805414542555806 0.26766108461794397 799.7903017443399 0.16395000000000001 0.016440867484917829 0.015392044093459846 5.715476190476191 -0.011715715285390614 0.99999683265254269 17655.750000000004 364.82857142857148 -2527.4999999999995 851134.50000000012 -0.0028531916905194517 0.0095670749433338659 0.026602512476124166 -0.0046496756840497247 0.53089689558868514 42.500000000000007 0.0056749519426375636 0.0096103958785533922 -0.016959606669843193 9.5000000000000018 0.5098273626070754 19.89181286549708 0.037409937009215362 0.012493369635194542 -0.0074399954173713914 0.4929621769364072 -147.49999999999997 -2701.4999999999995 0.93807675899945264 0.062284683808684356 0.021095168776810173 33302.250000000007 518.31084624079665 33.757352941176478 3.5000000000000004 -7726.4999999999991 44.747439405326155 12102.851250000002 0.15845000000000004 -0.0064920519944280377 8.5000000000000018 0.033920472487807281 -0.009792854078114031 107.50000000000001 0.081750000000000003 0.028571011498570446 0.34541172612148968 0.18414665256520629 13.500000000000002 -468.49999999999994 0.018975500000000003 -3431.4999999999995 -464.49999999999994 0.067050000000000012
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Tree=235
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decision_type=2 2 2 8 2 10 10 2 10 8 10 10 10 2 8 8 8 10 10 8 2 2 10 8 2 8 10 10 2 8 8 2 10 8 2 10 10 8 8 10 10 2 2 10 2 10 2 2 2 2 2 10 10 10 10 2 2 2 2 10 10 8 10 10 2 10 2 2 10 2 8 10 2 8 2 2 10 10 8 10 2 2 2 10 2 2 2 2 2 8 10 2 2 10 8 2 2 2 10 2 8 10 2 2 10 10 8 2 8 8 10
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is_linear=0
shrinkage=0.0227381


Tree=236
num_leaves=112
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split_gain=18.4416 15.695 15.6557 15.4131 18.5798 18.2359 15.5228 14.104 14.4167 14.0589 13.2457 13.317 12.922 12.7021 12.4259 12.4091 11.6859 11.705 11.4461 11.3143 10.306 10.1548 10.0474 10.0205 10.1434 9.98074 9.58572 9.56391 11.0531 9.55118 12.1611 9.12243 9.28191 10.3991 8.98019 8.6784 7.81044 7.65291 10.2128 7.65164 12.9962 9.5435 7.70765 7.64954 9.10924 7.47434 9.34194 8.54102 7.87988 7.65619 7.62546 7.35224 9.64616 8.9369 8.3667 7.50989 7.33468 7.2952 7.27823 10.9514 9.45378 6.90137 6.7213 8.05515 8.81165 8.23359 8.08708 7.73129 8.49344 6.6792 6.85511 9.26948 7.10747 6.63719 6.46961 7.5751 6.44926 7.07391 6.36888 6.319 8.73463 6.30309 6.18968 6.13116 5.8537 5.79447 5.64054 5.49601 5.42523 5.42293 5.39356 5.29548 5.25047 5.1754 5.16438 5.1397 5.06117 5.05802 5.0251 4.88564 4.88094 6.33107 4.8297 4.79454 4.67544 4.60025 4.46258 4.38314 4.37004 4.34301 4.30023
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Tree=239
num_leaves=112
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decision_type=2 8 2 2 2 10 10 10 2 10 2 2 2 8 10 8 2 2 8 2 2 8 10 8 10 2 2 8 8 2 8 2 2 2 10 2 8 2 2 10 10 10 2 2 10 2 2 2 8 2 10 10 2 2 2 2 10 2 8 8 8 2 2 2 8 10 10 8 2 8 8 2 8 10 8 2 10 2 2 10 2 2 2 2 2 2 8 2 2 8 10 2 8 2 2 10 10 10 8 2 8 8 10 2 2 2 2 8 10 2 8
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leaf_count=3040 2676 439 841 494 271 394 1124 12640 217 299 1166 5029 3092 4206 189 8581 258 2782 6243 1032 104 218 86 774 1007 105 633 2883 1722 1176 8921 1926 106 3484 400 619 960 501 16864 1740 12338 578 498 149 416 143 365 6028 477 4269 1066 100 99 79 563 1278 69 2737 24129 95 76 295 328 396 843 198 207 402 107 7828 1011 6411 425 68 1174 4077 400 305 1560 118 2101 873 90 779 125 457 158 82 361 913 279 245 769 1352 160 101 362 396 930 277 333 596 166 939 104 944 3714 962 130 275 1366
internal_value=0 -0.0051109 0.000296918 -0.000108947 0.00170986 0.00211983 0.00348502 0.000636889 0.000358885 -0.00102264 0.00118783 0.00253754 0.00466554 -0.000334689 -0.00181901 0.0055647 -0.00112061 -0.00121915 -0.000660363 0.00235342 1.33816e-05 0.000907072 0.0023924 0.000398795 0.00455191 0.0122656 0.00263514 0.00553513 0.00310865 0.000707977 -0.000430695 0.00575109 0.00481342 -0.000572828 0.00748876 0.00427478 0.00334412 -0.000178446 -0.00242583 -0.00111917 0.00072945 5.81458e-05 0.0100628 0.00844186 0.00414328 0.010512 -0.00129092 -0.00414289 0.00374319 -0.000998021 -0.0018489 -0.000722032 0.0109798 0.012615 0.0154198 0.00610468 0.0149385 -0.000362185 -0.000878 0.00569798 0.000970538 0.00668953 0.0110987 0.0156515 0.00711477 0.0120246 0.00787488 0.000147876 0.00173891 0.00283327 -0.0038083 -0.00262853 0.000483962 0.00903817 -0.00437879 -0.00319868 0.0101104 -0.00308444 -0.00438915 -0.00536698 -0.00604205 0.00769686 0.0111021 0.0131244 -0.00110876 0.0043839 0.015771 -0.00218781 0.00501093 -0.00642338 -0.00251753 0.014017 -0.00665786 -0.00656652 -0.0113298 -0.00479685 -0.00540741 -0.00485228 -0.00483132 -0.00241633 0.00211499 -0.00190276 -0.00123451 0.00182075 0.0144044 0.0157953 -0.00180042 -0.00635526 -0.00128204 -0.00375783 0.00129079
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is_linear=0
shrinkage=0.0227381


Tree=240
num_leaves=112
num_cat=0
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split_gain=19.9119 18.2194 15.9149 14.6691 13.6229 12.1209 11.9558 14.0571 12.276 13.5386 11.7976 11.4818 10.8591 12.6477 15.285 14.7803 11.8558 12.3574 10.9714 12.8165 15.7447 10.7176 10.6825 10.5289 10.3054 17.0051 10.2225 14.6846 13.6756 10.046 15.2847 11.1294 9.97251 15.5918 11.5645 9.95497 11.5276 9.93002 9.89174 9.9877 9.85547 9.73469 9.43053 9.26273 9.20204 9.1916 9.17878 9.10958 9.05917 9.51738 10.5365 9.05727 9.05231 9.03539 8.98345 8.88845 10.8991 8.87253 13.3883 14.4382 12.8868 15.6859 10.7857 10.6225 9.89458 10.697 9.66549 11.6672 9.21569 9.07363 9.30649 8.70303 8.68642 8.60331 8.57496 8.5303 8.48975 8.92269 8.46632 8.4194 8.38927 8.34459 8.32589 8.29794 10.6643 8.27221 8.15929 8.02904 9.0701 7.93771 7.679 7.56419 7.52047 7.27559 7.23418 7.15792 7.3293 7.15483 7.1355 9.68436 9.6284 7.1204 11.468 8.41877 7.11595 7.09057 7.02363 6.92301 6.76475 6.73529 6.65061
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decision_type=10 8 10 10 10 2 2 10 8 8 10 10 2 2 10 8 10 8 10 10 10 8 8 2 2 10 10 10 8 2 8 10 2 8 2 10 2 8 10 10 8 8 2 10 10 8 2 8 10 10 2 8 10 2 2 10 2 10 10 8 2 2 2 10 2 8 8 10 2 2 8 8 2 10 10 10 2 2 8 2 10 8 10 2 2 8 10 10 8 8 2 8 10 2 2 8 2 10 2 8 10 8 2 2 2 8 2 8 2 2 2
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Tree=243
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decision_type=10 10 8 10 10 10 8 10 10 2 8 10 2 10 2 2 8 10 10 2 10 10 2 8 2 8 10 2 2 2 10 8 2 10 8 10 2 2 2 10 10 2 10 10 10 8 2 8 2 8 2 8 2 2 2 2 2 10 10 10 2 2 2 10 10 10 2 10 10 10 8 10 10 2 10 2 8 10 8 10 2 2 2 2 2 2 10 2 10 2 8 2 8 10 10 2 2 2 10 2 2 8 2 10 2 8 2 10 8 2 8
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leaf_count=1328 172 468 410 2387 2625 250 3510 214 925 186 46575 2596 3756 501 3557 8184 1088 336 163 828 130 514 209 1525 7103 268 250 1954 813 939 1850 3688 3502 639 178 2052 338 916 2997 5007 334 330 212 390 94 104 655 115 1183 867 1826 421 1497 449 2386 204 162 2322 109 491 418 10955 367 1352 145 2593 797 649 735 20835 2207 1828 648 258 357 393 515 1051 3044 318 180 161 915 274 270 729 247 1853 476 96 1492 109 503 127 218 433 222 610 1172 3053 214 230 1594 738 584 281 411 668 3444 570 419
internal_value=0 -5.57159e-06 0.00110034 0.000233337 -0.000720142 -0.000546068 0.00237318 -0.00289423 -0.000944823 0.0033827 -0.000378854 -0.000640292 -0.00142121 -0.00201566 0.0014355 -0.000291404 0.000719235 0.00210707 0.00475123 0.000578109 0.00950566 0.000582575 0.00734596 -0.00313796 -0.00628008 0.00532833 -0.00118416 -0.00475798 0.00225402 0.00321613 0.0025317 0.00866113 0.00418402 -0.00067648 9.16897e-05 0.00676336 0.00849473 0.00110776 -0.00159602 -0.000653008 0.00188987 0.0037158 0.0103082 9.64624e-05 0.0138577 0.00468411 0.00672212 0.00225716 0.00435367 0.000396142 0.00772782 0.00438423 0.0110749 0.0145478 0.00664312 0.00885995 0.0108805 -0.00392442 0.00499247 0.00238614 -0.00107448 -0.000289732 0.00331554 0.000764299 -0.000795127 -0.0027238 0.0046982 0.00562831 0.00181155 0.000606213 -0.0028606 -0.00617217 -0.00927933 0.00796409 -0.000821005 0.00672592 0.0161914 0.00560423 -0.00437821 -0.0020405 0.00732186 0.00332118 -0.00094593 0.004305 0.0106767 0.00636806 -0.00484894 0.00659984 -0.00793684 0.000314525 -0.00444186 0.0119934 0.0176404 0.0102413 -0.00595864 0.00758558 -0.00191915 0.0050094 -0.00324647 -0.00520715 0.00925805 3.94329e-06 -0.00508884 -0.00284751 -0.000282421 0.0132592 -0.00444991 -0.00642571 0.00722182 -0.00271036 0.00421814
internal_weight=0 11553.7 4533.19 3292.09 7020.52 6864.2 819.815 294.701 6044.38 1241.1 4812.53 4596.39 3341.88 2908.68 1254.51 775.158 3067.07 1535.68 554.948 216.794 56.0661 980.734 338.154 1231.85 396.813 525.115 275.411 167.502 1828.86 1392.72 433.203 307.68 479.349 1531.39 1311.48 440.113 347.508 1073.85 835.038 735.984 416.144 1318.1 33.266 92.6048 39.0679 965.69 516.632 449.058 344.417 188.355 487.996 254.062 233.934 158.358 211.891 156.062 137.635 319.841 216.145 172.759 125.984 879.432 1279.03 454.239 373.075 290.734 824.792 82.3412 347.036 1029.06 160.728 225.023 146.314 53.3489 436.142 477.756 38.3774 439.379 237.633 85.0022 81.164 296.142 131.332 107.909 44.7934 99.5037 261.435 164.81 156.321 101.014 62.7097 51.0651 31.7506 286.749 244.468 101.301 393.711 59.4626 334.249 250.603 44.4699 60.7586 219.904 179.257 141.639 43.3862 104.641 95.2891 350.318 143.885 46.6455
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is_linear=0
shrinkage=0.0227381


Tree=244
num_leaves=112
num_cat=0
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split_gain=15.3786 15.5099 20.5575 18.9919 14.025 13.3117 13.6514 13.0074 12.6659 12.5785 12.3707 12.3416 21.0246 15.4832 12.0444 11.8398 11.4105 11.3638 11.3172 11.0365 13.8912 11.0329 10.9942 10.7733 10.7383 12.7116 12.13 10.2712 10.5047 12.4295 10.1752 10.4101 10.0722 9.97818 11.9006 9.77813 9.74082 10.577 10.5594 9.70546 9.68798 9.66048 9.65759 9.60955 11.0918 9.55264 10.4375 9.36585 9.31024 9.78312 11.2781 11.1718 9.20264 8.97571 8.92774 8.80597 8.56792 8.50807 8.46873 8.32109 9.38618 8.27014 8.42523 10.4437 8.23121 8.02736 7.80452 8.19788 7.77708 7.74356 7.49056 7.43394 7.42924 7.31815 7.17924 7.11595 8.09841 6.96079 7.79136 6.84804 8.26141 6.79635 11.4256 6.7721 6.69405 6.47751 8.57478 8.97907 6.41328 6.39407 6.27255 6.26178 6.22887 6.13802 6.08065 6.03622 5.9738 5.85518 5.8253 5.80755 5.73103 5.68387 5.63259 5.55239 5.51632 5.462 5.41317 5.38125 6.656 5.37834 6.42378
threshold=0.026703233680511428 1.0000000180025095e-35 0.017320500000000003 1.0000000180025095e-35 -0.099022898823022829 10.500000000000002 -1.4999999999999998 0.027498205169353602 0.035642547532916076 25.556466302367948 0.48255578093306295 0.50757575757575768 0.0030689316336065535 -0.0085084140300750715 -1195.4999999999998 0.99999889846061618 5.5000000000000009 0.028618451207876209 0.16575000000000004 0.94756480754124117 6.5000000000000009 -0.051567660644650452 0.015948647633194927 803974.50000000012 23.500000000000004 -0.015852361917495724 0.13959926753472071 0.26172521920448261 48.500000000000007 0.016530345194041732 -0.031977957114577286 -0.0042101191356778136 0.044908421114087112 1.0000000180025095e-35 223004.25000000003 0.093386989969753267 0.80801651065997626 1.5000000000000002 18.263523391812871 -0.00092807743931189169 0.67194289389622186 0.017991829663515094 27.259411362080773 0.015275176148861648 -0.014445356559008358 1.5000000000000002 -0.015490335412323473 0.0066763209179043779 -2770.4999999999995 -0.012654229067265986 -3025.4999999999995 13.366095146099978 0.052606947319504875 -0.002350194263271987 0.0024704548995941882 -0.054124787449836724 0.063150000000000026 0.010394194629043342 0.16555000000000003 1.0000000180025095e-35 -0.021024237386882302 -0.11336591094732283 7.5000000000000009 7.0022522522522532 0.032255380871336857 0.1801663469581968 0.0057597302366048106 22.413967258794852 0.13966511189937594 6.079700309463056 169029.81000000003 1788000.7500000002 1458022.5000000002 0.59476689067168553 5.5554895754180365 0.022118982858955864 0.01363419881090522 36.500000000000007 -0.056827507913112633 25653.330000000005 -0.015104447957128285 1.0000000180025095e-35 0.014338950823892627 0.36778041964125513 0.83472300020273049 45000.750000000007 0.094283850350470863 0.36371858143660896 0.014549469109624626 697180.50000000012 -0.052547404542565339 0.85164835164835173 -0.0019906132947653528 0.24534089593702976 0.017370505258440975 2132.3025000000002 -514.49999999999989 8.5000000000000018 1.0566745624822425 499308.37500000006 54.876112251882283 -0.018287969753146168 0.021675186231732372 -0.010424354113638399 -1170.4999999999998 38.500000000000007 0.0093500000000000024 119005.47000000002 -0.00024787646543700243 196.50000000000003 0.20363306583680971
decision_type=10 2 2 2 2 8 10 10 2 10 10 8 2 2 8 8 8 2 10 10 8 2 2 8 10 2 10 8 8 2 2 2 2 2 10 10 8 10 10 2 10 2 2 2 2 10 2 2 10 2 2 8 10 2 2 2 8 2 8 10 2 2 8 8 10 10 2 8 2 10 8 10 10 10 2 2 2 8 2 8 2 2 2 10 10 10 10 8 2 10 2 10 2 10 2 8 8 10 10 8 2 2 2 2 10 10 10 10 2 10 10
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is_linear=0
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Tree=247
num_leaves=112
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split_gain=17.3698 15.9598 15.4189 14.2882 16.3116 13.5706 13.5248 12.6135 14.6823 15.9244 11.3419 11.1871 10.0297 10.1759 10.0654 9.96034 9.90662 9.85675 9.80732 12.6136 10.3874 9.6351 9.4886 14.026 11.1542 9.45936 9.87773 9.26911 9.2015 9.17657 9.08417 9.39976 8.95256 9.06807 8.81623 8.80647 12.1536 12.891 11.8374 10.1895 9.42881 8.71875 11.5622 8.68399 9.29365 8.67999 8.79255 8.53721 8.52226 8.45715 12.4476 10.3004 9.67716 8.55475 8.10144 8.09916 8.00189 7.66363 7.63682 7.45317 7.52769 11.311 10.7945 7.16741 7.11342 7.08027 7.04492 9.88725 9.48099 7.00146 7.45057 8.09316 6.98593 8.51303 6.97751 7.09502 6.89085 6.83726 6.93649 6.78312 6.7297 7.38041 6.72182 6.53162 7.12163 6.46941 6.4588 6.42993 6.78625 14.5595 12.6957 7.90647 6.41405 6.33154 6.28895 8.41379 6.63162 6.35262 6.26779 6.21918 7.08695 6.7426 6.21822 6.21756 6.42697 6.31934 6.06906 5.83563 5.80444 5.77915 5.72678
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decision_type=10 2 8 2 2 10 10 10 10 2 2 10 10 8 2 2 2 8 2 2 2 10 2 2 8 10 2 2 10 2 10 10 2 10 2 10 2 10 10 8 10 2 8 2 2 10 2 10 2 10 8 2 10 2 10 2 2 10 2 2 2 2 2 10 10 10 2 2 10 10 10 10 10 10 8 8 8 2 10 10 8 10 10 8 2 10 2 10 2 10 10 8 8 10 10 10 2 10 8 10 2 10 8 8 2 10 2 2 8 10 10
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leaf_count=401 253 769 895 13603 4345 226 184 2818 11215 1082 3632 742 1483 3230 408 757 1213 297 24190 3263 6998 91 539 5019 425 942 928 311 750 20099 385 1312 1564 1520 4118 3053 744 3332 390 2347 1010 311 225 139 378 130 491 452 180 195 5148 488 195 2922 637 15854 249 402 796 146 6567 2391 1129 334 966 233 148 1064 1832 294 5460 223 149 327 98 367 365 2741 285 124 158 486 93 160 165 192 767 128 101 191 399 654 722 93 232 308 1519 107 3637 83 70 181 381 574 1041 237 297 303 1605 338 507
internal_value=0 -7.32919e-05 0.00144878 -0.000528638 -6.10421e-05 0.000507874 0.00195179 0.000670444 0.00107959 -0.000568837 0.00327486 -0.00225303 0.00253701 0.00353845 -0.000937025 -0.000219735 -0.00211268 0.00417711 0.00202605 0.00374527 0.0010647 -0.0011479 -0.00219431 -0.00482517 0.0050578 0.000474134 0.00634103 0.000465521 -0.00707644 -0.00176559 0.00485389 0.00549734 0.00150267 0.00169001 -0.0100819 0.00198095 0.00427645 0.0027882 0.011327 0.00108854 0.00597906 -0.00427967 -0.00152232 -0.00371025 -0.00435742 0.0105003 0.00596582 0.00432269 -0.00276756 -0.00188959 -0.000506876 0.00432561 -0.00480364 -0.00592355 0.00900943 0.000423322 0.017767 -0.00226143 -0.00325926 0.00110524 0.00192707 0.000860167 0.00757829 0.00548791 0.0213824 -0.00553342 0.00505094 0.00978532 0.00381892 -0.00478068 -0.00503645 -0.00870747 0.00421869 0.0088434 -0.000813643 -0.00415182 0.0082083 -0.00407169 0.00618914 -0.0092622 -0.00110359 0.00556153 0.00227067 0.00271423 -0.00310627 -0.00359775 -0.0024919 0.00946131 0.0109392 0.0157449 0.00488468 0.0207669 -0.00514277 0.0110832 -0.00351214 0.00350108 -0.00629665 -0.00433063 -0.00388533 0.00960009 0.012569 0.0194531 0.00497288 -0.000889445 -0.00370067 0.00997658 0.00360022 0.0114517 -0.00183664 -0.00756827 -0.00624888
internal_weight=0 11887.7 2733.09 9154.6 7208.74 5648.81 2517.69 5537.94 4850.55 1770.45 416.81 1945.86 1473.72 1143.83 329.884 816.487 1559.93 1051.11 3080.1 1095.7 1984.4 1225.72 687.396 342.636 55.5429 344.759 93.1819 766.552 110.867 1353.64 960.134 884.795 2359.01 2323.3 89.8581 2233.58 616.13 518.652 97.4778 1617.45 185.441 215.404 165.344 1129.37 1021.2 155.26 105.245 729.535 90.9778 1081.78 740.509 193.888 341.276 315.744 85.3061 1432.01 50.0146 546.621 245.418 725.267 646.215 551.925 94.2898 84.4664 40.8839 334.215 670.959 126.221 544.738 985.932 971.828 218.515 143.936 71.6126 72.323 60.8399 158.676 142.372 21.0375 49.9354 197.68 49.4842 108.165 56.1567 35.9406 58.5764 75.3391 148.852 134.72 67.4329 67.2872 52.1561 79.0517 22.972 148.195 41.4876 106.708 25.7605 753.313 57.4164 48.0824 24.3231 21.0085 86.2446 73.0231 13.2216 22.6893 21.9205 251.577 69.821 321.384
internal_count=201047 181675 37155 144520 105311 88631 32605 83156 70880 25214 4714 39209 19372 14140 5232 13227 16680 12657 45666 14478 31188 11595 12276 5983 964 6293 1870 12346 5475 20500 11855 10703 30583 29814 4344 28294 7519 6385 1134 20775 2574 4550 3655 25982 23595 3785 2440 6918 802 10563 7251 1701 3312 3117 1949 18201 1345 5550 4311 11604 10398 8958 1440 921 1096 5085 6274 1212 5062 23217 22923 5683 1032 476 556 465 2022 3251 510 881 3515 894 2387 505 325 644 1152 1838 1710 946 764 755 1206 404 2621 647 1974 415 17240 587 504 251 1131 1991 1615 376 455 396 4423 1060 4852
is_linear=0
shrinkage=0.0227381


Tree=248
num_leaves=112
num_cat=0
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split_gain=15.4643 15.801 15.5918 18.6137 15.3149 16.9639 14.3113 14.4724 14.1682 12.6137 12.2136 12.0722 12.064 11.8323 10.8863 10.7459 13.1361 12.601 12.038 10.6554 10.5218 10.6766 10.3931 10.3557 11.1373 12.0505 10.2547 10.0838 10.1452 9.86237 11.4894 10.559 13.9879 9.03885 10.7933 8.75026 13.9198 8.74789 11.0642 8.7398 8.69534 8.68217 8.68002 8.61943 8.55396 8.53708 8.53555 8.52455 8.52172 8.45788 10.4766 8.29789 8.25349 8.14236 8.13869 8.08053 7.79597 8.20596 7.73952 7.70563 7.6895 8.07023 7.55751 7.40961 7.40878 7.40994 7.40287 7.39054 8.35998 7.36078 7.80895 9.89418 7.26586 7.23754 7.02696 10.4615 6.90046 6.89104 6.84439 12.2747 7.28264 6.76447 8.92455 7.93732 6.72987 9.49188 8.16557 8.14512 6.70019 6.63726 6.60896 7.38683 6.57617 6.401 6.28948 6.09979 6.00695 5.96659 5.95535 7.51749 5.85843 5.78603 5.6346 9.76092 9.11615 5.61661 5.53977 5.52999 5.49226 5.45176 5.44494
threshold=1.5000000000000002 0.031945000000000008 0.014491999999999951 629670.01500000013 3.5000000000000004 37514.250000000007 1.0197049936676386 21309.613218812057 0.97074216142448699 -2766.4999999999995 18242.673750000005 0.088891447732911161 0.65444837686964485 17.132704402515724 140.50000000000003 36666.600000000006 11.973153153153154 691161.50325000018 29.500000000000004 73.500000000000014 -0.049335995689034455 -139.74999999999997 0.023315391503274444 -14237.499999999998 0.41282140078678897 -0.018287969753146168 3554.1818950184747 0.0228570681065321 16458.750000000004 1.0198178444273964 -7252.4999999999991 1.0000000180025095e-35 47.500000000000007 3232019.2500000005 -5404.4999999999991 0.5145945707321371 152403.00750000004 1.0777064264572782 0.027142227627336982 0.013036906719207765 190351.12500000003 -348.18333333333328 10.500000000000002 0.18350168350168353 16946.066411888944 0.011858099140226843 0.13779636903349338 0.025646798312664035 300.01833277112524 0.35464502924190394 135000.11250000002 1.0000000180025095e-35 1.084226903863635 -0.033690448850393288 0.97971661326708348 0.11882352941176472 0.15356346680345442 0.40103092783505162 0.29098573068735384 744477.75000000012 472.35209322846248 -0.013089267071336506 -0.028218036517500874 67.500000000000014 27.500000000000004 0.67121575586724813 26577.750000000004 23.500000000000004 21741.750000000004 -0.016825448721647259 324.31106455121261 -0.018251391127705571 431.9771538461539 0.062450000000000006 -0.002593270037323236 0.37154075719300567 -0.00075001365621574212 0.82562500525973326 0.024043435230851177 0.018280093558132652 0.038550000000000008 -0.036573918536305421 0.014353319536894562 907.0271737495724 16.907192075796733 18.500000000000004 -1130.1552631578945 203289.00000000003 0.88338653881450513 -0.00062530767172574986 17.500000000000004 1.0000000180025095e-35 1.0128966658278249 0.89381332431707305 -184.49999999999997 1.0339396409873045 -0.0066493335179984561 9.2994270052081021 78.806091043194002 0.036641306780040288 0.014633651357144119 1216235.2500000002 0.83472351207626683 0.25569522093950142 20598.750000000004 -2410.4999999999995 -0.036953762173652642 -0.002827207674272358 -10631.499999999998 355.70627691111974 0.24221760622440516
decision_type=2 2 2 10 2 10 8 2 10 8 8 8 8 10 8 8 10 10 8 8 2 10 2 2 10 2 2 2 10 8 2 10 8 10 2 10 10 10 2 2 10 10 10 10 2 2 10 2 8 8 10 10 8 2 8 10 10 10 8 10 10 2 2 8 10 10 10 8 10 2 8 2 10 8 2 10 2 8 2 2 10 2 2 8 10 8 8 8 8 2 10 2 8 10 8 8 2 2 8 10 2 2 8 10 10 8 2 2 2 8 8
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internal_weight=0 13195.2 13000.3 39.8301 12960.5 3314.16 9646.33 433.147 2881.01 9570.31 1036.41 8533.9 8186.2 334.951 286.715 749.697 380.149 279.16 7851.24 157.845 630.175 2727.09 2680.97 347.706 12.7162 101.165 2502.39 76.0183 48.7007 33.2991 178.583 312.063 214.463 100.988 153.925 69.9482 54.2974 194.906 64.6977 185.55 75.4796 52.998 35.6426 27.3176 7.74657 146.131 43.8839 36.5751 91.6901 119.522 103.216 39.584 67.1877 46.1209 36.2379 102.247 83.9764 35.4528 27.1139 28.0422 24.5025 52.9855 79.8223 20.6466 48.5235 23.3939 26.8381 59.1758 56.6967 14.2021 89.9449 75.4967 24.9185 19.262 8.03262 15.3613 15.6508 12.3021 25.5088 18.4905 7.30884 14.4482 9.77952 52.94 31.6921 13.2621 12.2822 70.0665 65.7103 5.43024 5.68079 21.7538 26.1474 50.3642 6.91583
internal_count=200902 197090 193012 773 192239 43379 148860 4411 38968 148157 11589 136568 129826 4104 3780 7809 3857 2718 125722 3812 6669 37244 36798 6742 412 1303 34651 703 445 313 2147 6087 2087 1139 1724 790 613 4078 631 2477 916 554 655 258 251 3733 924 738 1158 1140 2920 405 840 446 350 2809 934 343 361 583 318 661 2246 231 591 674 305 2015 1923 179 2523 2143 237 219 289 385 177 286 223 244 186 380 246 1818 328 173 303 1925 1820 218 172 439 356 1744 172
is_linear=0
shrinkage=0.0227381


Tree=250
num_leaves=112
num_cat=0
split_feature=158 197 134 185 137 122 122 29 122 131 122 123 202 122 122 124 190 149 65 174 183 221 152 197 185 19 169 177 218 183 133 181 144 209 134 169 209 17 40 191 221 210 227 162 198 19 190 213 141 210 143 142 80 211 212 59 226 144 227 230 31 227 124 191 65 67 205 13 133 188 202 120 86 189 191 176 189 135 154 127 225 151 225 190 151 208 181 126 161 226 227 177 161 17 18 133 226 155 224 214 134 191 188 38 157 56 144 135 162 222 123
split_gain=15.1773 14.1164 13.2542 11.7925 11.5324 11.8713 25.8862 13.3398 13.2356 15.9132 12.826 11.7637 11.2727 12.1875 26.2728 13.0781 11.1768 11.4311 11.1547 10.9723 10.8833 10.6213 11.5668 10.3535 12.9924 10.0734 9.93187 10.3146 9.75988 9.75804 9.61777 9.87902 9.14689 9.1242 8.97145 11.027 10.6915 9.6119 9.2533 9.05676 8.44987 8.37745 8.06358 12.8815 11.0167 9.23135 7.85126 11.4983 9.41063 8.3185 7.74838 7.64645 8.50226 7.69156 7.5581 7.89993 7.53616 7.46338 7.26459 7.18163 7.17517 7.16153 7.08453 9.58964 6.87226 6.76863 6.74074 6.69274 6.63978 6.59151 6.56298 6.42579 6.29358 6.27513 6.14115 6.12949 7.05966 6.72727 6.68863 6.08987 5.96881 7.26635 6.81835 5.96285 5.89306 7.60502 5.86916 5.72925 5.68172 5.60881 5.57759 5.45625 5.41782 5.41702 5.31603 5.24401 5.01813 4.92931 4.72444 4.71735 4.6658 4.61523 4.52403 4.47573 4.46448 4.61591 4.43091 4.38156 4.34007 4.24173 4.16866
threshold=418.70454545454555 0.74787107484918691 0.14949083504711824 582.93571153846176 1.5000000000000002 0.09741734110711861 0.078984752592741736 2.5000000000000004 0.080150042434323207 0.46327562822213769 0.10655693913521806 0.9999927121200336 -0.10284184291958808 0.06818005213487989 0.067331954476998815 49.498973305954827 72.500000000000014 462.8035714285715 0.098350000000000007 6.5000000000000009 -312.49999999999994 -0.0032766622025519605 223578.80222727274 1.0338602773744328 1351.4738696808513 21.500000000000004 0.076936566519899871 0.44590643274853808 -0.025129588320851323 -1566.4999999999998 0.09124885100725165 160272.56250000003 -234.49999999999997 0.020258102566003803 0.20845956957359976 0.003478271389856756 -0.038503289222717278 -9011.4999999999982 0.12669091379094327 13.500000000000002 0.017909910529851917 -0.043068373575806611 -0.0073554101400077334 0.96605118655344902 0.041214106396174004 12.500000000000002 9.5000000000000018 0.020746699534356598 0.074019304544970063 0.014083502348512413 -1780.4999999999998 -799.95833333333314 0.05920000000000001 0.027632367797195915 -0.019283479079604145 0.70925000000000005 0.016111265867948536 -360.49999999999994 -0.016586045734584328 -0.023111369460821148 14.500000000000002 -0.019414706155657765 63.308692676249152 32.500000000000007 0.063350000000000004 0.010350000000000002 0.044237639755010612 3.5000000000000004 0.020045237432361519 0.82866927592955009 0.1471403241157532 7.1574635499556782 0.045350000000000008 0.062640134529148003 38.500000000000007 7.5000000000000009 0.45725359911406427 0.13897586520470412 100248.75000000001 3554.1818950184747 0.020094807259738449 -150.49999999999997 0.024585085920989517 25.500000000000004 1078.5000000000002 0.021913595497608188 264104.2191477273 0.024317313061048913 0.50026539531993341 0.012788137421011926 -0.010692089330404995 0.7958333333333335 0.39899531999538945 -4229.4999999999991 -2551.4999999999995 0.21349934122977529 0.014328454155474903 42485.986607142862 0.0045102385338395843 0.0051623128820210704 0.27886270564253512 41.500000000000007 0.85750543872371299 12.500000000000002 3528534.9825000004 0.0047500000000000007 -219.49999999999997 0.13897586520470412 0.94660560109896852 0.00015244083624565977 0.80801479731293713
decision_type=10 8 10 10 2 8 10 2 10 10 10 10 2 10 10 2 8 8 10 10 10 2 10 8 10 10 8 8 2 8 10 10 10 2 10 10 2 2 10 8 2 2 2 8 10 10 8 2 2 2 8 10 8 2 2 8 2 8 2 2 2 2 2 10 10 10 2 2 8 8 2 2 10 8 8 10 10 10 8 2 2 8 2 10 8 2 8 2 10 2 2 10 8 2 2 8 2 10 2 2 8 8 10 2 10 8 10 8 10 2 8
left_child=1 2 3 19 5 6 7 12 9 26 46 20 56 14 -14 -15 87 40 59 28 32 75 25 -11 -25 64 27 -8 73 -2 109 -32 -10 -28 37 36 -36 38 -9 -39 -18 50 43 44 60 67 47 70 49 79 -30 54 -53 99 83 -56 68 -19 -57 65 -21 97 86 -64 -23 -4 -60 96 -3 -58 -7 104 94 92 89 76 78 98 -12 -48 81 -43 -82 -5 -73 -86 -50 -6 -24 106 -37 -78 101 -31 -59 -42 -44 100 -77 -54 -61 -1 -51 -52 105 -63 -20 -90 -101 -13 -89
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leaf_count=388 187 81 135 123 290 1094 688 293 2634 131 211 240 112347 4112 1566 2388 1451 270 290 519 205 1981 1012 897 216 113 1504 1484 164 103 427 197 1277 487 454 115 3485 4875 1859 10099 220 1547 1606 252 124 263 323 297 4733 128 97 74 381 112 173 187 188 165 1122 105 149 85 804 871 317 121 205 103 1961 234 153 390 274 153 302 140 81 266 1990 470 247 5813 424 418 217 116 974 382 79 92 360 118 307 114 122 81 303 216 90 144 208 127 115 209 225 5959 150 132 65 268 1404
internal_value=0 4.30171e-05 -0.00220856 -0.000870393 0.000286895 0.000385918 0.000580898 0.000216956 0.00393416 0.00582961 -0.00228436 0.000558301 -0.000188289 -7.92795e-05 0.000138775 -0.00373309 -0.0047214 -0.000104904 -0.00617746 -0.00224224 -0.00144778 0.000168487 0.00300626 0.0144124 0.0168331 0.00582847 0.00434251 0.00119958 -0.00383228 0.0103571 0.00809454 0.0137571 -0.00270174 0.00711527 0.00193397 0.00627051 0.00373188 0.00135988 -0.00394673 0.00190928 -0.00551944 -0.00485456 0.00240769 0.00883384 0.0157025 -0.000818991 -0.00564924 0.0018175 -0.00721033 0.00292461 0.00642257 0.00360628 -0.00234216 -0.00546345 0.00636022 0.00893922 -0.00685717 0.0075399 0.0108732 -0.00752055 0.0206085 -0.00825055 -0.00883632 -0.000234083 0.00714547 0.00720759 0.0129039 -0.00339821 -0.00927102 0.00450687 -0.00371839 -0.00925238 0.0117774 0.00454484 0.0060901 -0.00385296 -0.00578241 0.00388789 -0.0075589 -0.00400619 -0.00555491 -0.00634417 0.0022028 -0.00253106 0.00102542 0.0088982 -0.0105848 -0.010099 -0.00424482 0.0121408 0.0175443 0.00557509 0.00800238 0.00159838 0.00220537 0.00717192 -0.00518852 0.00360036 0.00983935 -0.00899725 0.0107542 0.0137527 0.0149519 -0.00253492 -0.0104264 -0.0110525 0.0163783 0.0051648 1.65082e-05 -0.00184421 -0.0122865
internal_weight=0 13272.9 1290.38 972.853 11982.5 11758 10964.1 9898.93 1065.21 678.18 793.853 387.031 8014.93 7894.58 7457.78 436.8 224.539 125.537 317.524 747.943 311.151 463.875 273.236 89.1139 80.3287 197.899 589.066 281.877 558.484 65.5775 75.8794 46.2344 290.693 307.189 1884.01 210.28 180.973 1673.73 152.037 1521.69 74.8877 500.966 189.46 58.337 37.3026 131.123 329.978 56.8149 273.163 36.8157 25.1843 224.909 71.5808 63.9195 153.329 118.818 120.344 50.649 106.702 289.19 30.4102 279.137 236.347 41.5722 187.989 10.0533 94.2716 113.56 100.566 19.7773 46.1639 259.118 38.948 57.5173 28.3336 190.639 154.344 36.295 135.955 26.9943 475.782 433.269 42.5129 34.5102 26.6747 14.0582 194.775 99.0026 75.337 18.3821 29.3061 18.389 46.8264 36.5822 22.6874 14.6324 105.179 20.019 23.9211 52.5648 10.9793 24.9239 9.82145 18.2419 232.443 223.523 15.5403 18.2749 20.1142 29.645 83.2456
internal_count=201037 200633 24410 15799 176223 171564 155072 144417 10655 5407 16492 5248 122877 120413 113913 6500 4659 2583 8611 12795 4116 6530 3634 1244 1113 2411 4163 2172 9476 404 1132 624 3911 1991 21540 4414 3939 17126 2152 14974 1752 8501 3319 1044 792 2275 9962 1544 8418 1036 470 3004 776 702 2228 1687 2464 831 1514 7777 668 7521 7382 1675 2298 256 1327 2012 2042 422 1247 6992 561 975 834 2896 2400 496 2201 793 8031 7360 671 541 723 333 5707 2076 1223 532 475 199 822 217 287 301 1909 529 230 590 313 515 243 306 6269 6044 440 211 209 508 1786
is_linear=0
shrinkage=0.0227381


Tree=251
num_leaves=102
num_cat=0
split_feature=158 144 29 26 118 179 26 8 132 19 122 188 12 197 195 19 133 181 17 144 195 17 157 153 215 95 17 157 45 198 216 161 212 196 8 231 200 197 209 222 227 186 209 181 122 221 133 199 215 153 224 128 205 133 121 221 144 5 93 231 194 195 130 174 231 206 17 157 153 205 17 93 130 183 183 211 161 189 38 205 231 39 146 207 212 186 215 93 134 123 207 130 211 224 195 189 209 128 145 161 225
split_gain=15.433 15.0147 15.7955 14.53 14.3577 16.8935 18.5847 13.7433 12.9481 12.7176 12.1394 12.0488 11.8218 11.544 11.0779 14.1355 11.76 10.7497 10.6711 13.8533 11.5217 10.2756 9.89237 12.8126 12.6075 12.5648 15.2578 9.81864 9.34081 9.26974 9.08668 9.32608 12.1111 9.0168 8.87776 8.75539 8.62665 10.2496 8.5418 9.407 13.2461 8.26093 7.84495 7.81325 7.7695 8.85404 9.13549 8.4317 9.32078 11.9936 9.28804 7.74998 7.69402 7.59767 7.59765 7.5201 7.4037 7.13562 6.89577 6.72997 6.66317 6.97553 6.62741 6.33056 6.3154 7.81506 6.11814 6.01782 8.28924 5.97533 5.87676 6.24742 5.74968 5.64569 5.63956 5.42044 5.27041 5.23716 5.15069 5.13295 5.34549 5.12663 5.04707 4.9834 4.95156 4.87853 4.68365 4.04287 3.64946 3.34863 3.33582 3.31399 3.20378 2.80156 2.22457 2.19047 1.84279 1.63581 1.52556 1.25274 0.687709
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decision_type=10 10 2 2 10 10 2 8 8 8 10 10 2 10 10 8 8 10 2 10 10 2 8 8 2 2 2 8 8 10 2 10 2 10 8 2 10 10 2 2 2 10 2 10 10 2 8 10 2 8 2 10 2 10 10 2 10 2 10 2 10 10 10 8 2 2 2 10 10 2 2 10 10 10 10 2 8 10 2 2 2 8 8 2 2 10 2 10 10 10 2 10 2 2 8 8 2 10 8 8 2
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Tree=255
num_leaves=112
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split_gain=15.3484 22.1392 17.4013 21.4118 15.6107 14.8845 14.2178 13.7983 11.984 24.1092 14.6243 12.4927 11.7472 11.2955 15.2864 15.1022 11.1881 12.373 10.5261 11.0286 12.5298 10.6233 14.6829 11.5545 10.5145 12.2643 11.4711 10.4438 10.4412 13.2278 10.4273 12.1101 10.3531 12.377 12.3898 10.7439 11.1481 10.2363 10.0164 10.0058 9.9636 9.93752 9.80262 9.73727 9.66308 9.36755 10.9541 9.30482 9.6418 9.26454 9.21141 9.20159 11.8551 9.13837 9.14061 9.0553 8.93105 14.9002 13.8496 9.57337 8.91561 10.0783 9.43046 8.90805 8.94104 8.82755 10.5018 8.80595 8.7518 8.72656 8.76733 8.69448 11.6714 11.3915 8.62054 8.52739 8.42757 8.20728 8.13472 10.792 10.4719 8.59831 13.2069 8.01505 7.83824 7.53491 7.38039 7.64189 9.32758 7.35445 7.32916 7.32545 7.8344 7.3144 7.39688 7.27935 8.2141 9.32411 7.35484 7.25417 7.20223 10.7021 7.19817 7.13386 7.7967 7.10696 7.01603 6.99726 6.98799 6.96479 6.96016
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decision_type=10 10 8 8 8 10 10 8 8 10 10 10 10 10 10 10 8 10 10 8 2 10 2 2 10 2 8 8 10 10 10 10 8 10 10 10 2 10 2 8 10 10 8 2 2 8 10 10 2 8 2 10 2 8 2 2 2 10 8 2 2 10 8 8 8 2 8 2 2 2 10 2 2 10 10 10 2 8 2 10 10 10 2 2 8 2 10 2 10 8 2 8 10 2 10 8 2 2 2 2 2 2 8 10 10 10 2 2 2 10 2
left_child=1 2 4 24 43 28 13 53 9 10 38 95 30 15 40 45 76 78 21 20 -20 22 -11 -23 26 90 71 -8 29 41 -9 63 33 37 103 36 56 49 39 -6 67 44 -37 -1 -3 -5 -47 50 -49 83 -17 77 -53 -2 -55 75 65 59 -59 -58 61 -46 -62 64 -32 66 -34 -15 -67 70 91 72 -4 89 -51 109 106 -16 80 81 99 82 -80 -14 -76 -83 102 88 -88 -73 -26 -31 -93 -27 -95 98 97 -97 -10 -18 101 -29 -28 104 -35 -13 -7 -44 -42 -45 -19
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leaf_count=175 390 3007 325 4186 169 3013 565 1743 846 890 316 469 240 137 13901 407 237 1759 668 595 1081 6466 304 310 223 679 82 435 7713 236 171 617 1504 288 159 68 181 369 1035 1482 326 173 186 191 10997 15670 2513 184 1657 430 417 316 1998 427 310 342 2054 857 1170 6901 1443 377 2076 2238 341 14357 4822 218 16640 2468 225 236 1832 701 418 1051 560 8155 440 168 143 98 475 869 1149 892 310 359 685 184 501 419 171 246 696 1222 7170 1467 94 736 2771 1060 10798 355 193 346 377 575 1683 236 1676
internal_value=0 -0.000357064 0.000312618 -0.000267059 0.00260553 -0.0022157 0.000353443 0.00130171 0.00170676 0.00324191 0.00996429 -0.00159265 0.00111273 0.000671085 -0.000522986 0.00180782 0.000558806 0.00352138 0.00099713 0.0064269 0.00957311 -0.000576874 0.00545264 -0.00236671 -0.00356335 0.00223421 -0.00463907 -0.00470467 -0.00335212 -0.00252552 0.0045729 0.00831921 0.000685536 0.0046531 0.0125938 0.000318416 0.000121928 0.00197812 0.0118908 0.0156889 0.00453376 -0.00342311 0.00869398 0.00929152 -0.0037023 0.00111291 0.00184697 0.00695156 0.0103145 0.00394143 0.00132708 -0.00126188 0.00367919 0.0104092 0.015483 0.0111824 1.14416e-05 0.00211082 -0.00440211 0.00357151 -0.00289193 -0.00411067 0.000638368 0.0105926 -0.000469788 -0.000653819 -0.00404024 -0.00298361 -0.000116546 0.00270737 0.00907952 0.000329989 -0.00334022 0.00656353 0.00741215 0.0138791 -0.00214102 -0.00177874 0.00761103 0.011027 0.00071048 0.0131665 0.00449275 -0.00240137 0.0100859 0.0185188 -0.00627815 0.0015204 0.00605773 0.0155272 0.0114879 0.0138685 0.0186192 -0.00247215 0.00224166 -0.00283166 -0.00396914 0.00161606 0.00578972 -0.00370217 -0.00633134 -0.000565127 -0.00715178 0.0163364 0.00545976 0.0111653 -0.000648104 0.0117299 0.00698466 0.00117203 -0.000977537
internal_weight=0 9182.73 6755.73 5398.52 1357.22 2427 4549.74 4194.3 1205.9 823.089 198.643 382.816 4118.5 4287.92 2093.49 2194.44 706.494 335.609 624.446 134.379 107.155 490.067 108.147 381.92 848.778 131.389 717.389 261.816 1720.5 1430.49 443.422 199.388 3675.08 302.752 68.2539 3372.32 3303.55 234.498 180.896 116.667 261.27 1223.58 68.7758 151.311 1205.79 1942.47 1597.09 251.966 153.197 202.033 98.7691 1832.22 168.526 75.8065 49.2274 136.139 3289.09 786.966 140.992 645.974 1057.51 785.071 272.438 169.677 30.481 2502.12 334.938 63.7786 2167.18 206.904 64.745 179.644 115.581 64.0622 129.644 109.592 370.885 1663.69 172.686 112.067 60.6188 102.572 45.1772 72.3888 105.29 57.395 537.745 53.5304 42.0148 28.0301 40.1188 45.2119 32.1591 91.2706 60.1367 355.027 317.745 92.903 37.282 52.6834 232.59 77.6691 484.215 58.1079 27.8018 27.7885 319.046 61.1872 197.491 23.5127 162.923
internal_count=201282 141260 101381 74456 26925 39879 56599 60022 24930 13316 3002 11614 58895 51768 26734 25034 10574 6624 10314 2344 1749 7970 1194 6776 17857 2345 15512 4831 29305 21592 5110 3367 53785 4470 995 49315 48486 3475 2686 1651 2364 18073 829 1995 17900 22369 18183 2665 1841 3106 824 24370 2314 1127 737 1820 48305 10982 2027 8955 14893 11374 3519 2750 512 37323 6326 355 30997 3519 1051 3278 2157 1121 1997 1478 3950 22056 3189 2073 1116 1905 915 1109 1567 990 12234 1354 995 420 724 826 590 1621 942 10799 9859 2689 940 973 4266 1495 10880 836 481 815 3390 761 2009 427 3435
is_linear=0
shrinkage=0.0227381


Tree=256
num_leaves=112
num_cat=0
split_feature=22 122 120 12 124 12 232 187 122 122 122 124 182 122 180 120 222 122 122 118 188 197 207 128 204 136 6 202 150 154 229 123 9 130 229 195 70 208 149 211 229 220 228 65 232 226 195 229 133 8 76 182 138 204 195 122 123 180 180 187 6 152 204 192 130 86 121 135 127 212 149 217 185 138 229 123 185 208 54 128 155 44 82 209 150 224 170 222 207 209 56 224 120 222 42 207 71 219 155 124 125 144 120 200 209 122 65 229 123 195 184
split_gain=17.2165 15.3888 14.897 14.1024 15.697 15.0452 13.2 12.8305 11.7824 17.1735 18.7986 14.3823 13.397 12.1674 11.2916 13.8583 13.3381 11.28 22.1277 12.4673 10.3072 10.2618 13.2763 12.6815 10.213 10.0294 12.4878 10.7567 12.3226 10.4617 10.9325 10.9074 10.072 11.4522 9.95536 11.9294 9.60161 9.61132 9.3759 9.63409 9.73768 10.9528 10.8352 9.33415 9.33362 9.74047 9.25702 9.217 9.01341 8.90623 9.516 8.88865 8.87726 8.85641 8.84279 11.303 8.74465 8.64146 10.7395 8.62867 8.69728 10.194 9.01865 8.58305 8.44141 8.79965 8.36109 10.2229 8.34147 8.3405 8.30128 8.29089 8.16319 8.81413 9.53115 8.13216 8.11751 8.05537 8.02493 7.97881 7.94843 7.93614 8.06894 7.92149 9.29242 11.0725 8.98972 8.82316 16.3097 7.9143 7.90167 7.74487 7.68989 7.65272 7.60051 7.57572 7.57525 7.55116 8.18326 7.54553 10.3393 8.43201 9.52454 7.47688 8.70323 8.25463 7.47486 7.40801 7.35668 7.33381 10.9634
threshold=1.0000000180025095e-35 0.046336566916486722 8.1191420318428893 1.5000000000000002 27.404517453798771 1.0000000180025095e-35 0.0092394556850194948 3.558195981034094 0.080150042434323207 0.078999811143694434 0.069599888957443026 43.765913757700211 -1161.3874999999998 0.067331954476998815 13751.865000000002 6.0492959920092702 -0.014205150771886109 0.055831623251899817 0.057981068504178723 1.0000000180025095e-35 0.60753578611143977 0.27825661244976863 0.0027199747273698453 50647.500000000007 0.083525329828262343 2.6531698374202137 630049.50000000012 -0.073866784572601304 -539.49999999999989 129782.25000000001 -0.0077736545354127875 0.90448973729360926 5.5000000000000009 0.71538343990681119 -0.016543146222829815 10.452605570530102 0.081450000000000009 0.015136574860662224 1150.4500000000003 -0.028437814675271508 0.0050476181786507377 -0.00066021189559251059 -0.0073297102935612193 0.037050000000000007 0.0090805450454354304 -0.010761890094727276 8.8672955974842775 -0.012141994200646876 0.087186688329526987 459074.25000000006 0.077600000000000016 -2073.2249999999995 2.5000000000000004 -0.014912872575223444 16.45867486338798 0.072282740718994654 0.89381360652099695 14773.51285714286 5434.4531250000009 14.807955742887252 948588.75000000012 117632.37080769234 -0.046333137899637215 0.68330014932802408 0.41842348840675808 0.022050000000000004 0.2631572648024651 0.01492789213483468 24869.576562153368 -0.0013172701583243904 301.06250000000006 0.022146102972328666 1035.8064729729733 1.0000000180025095e-35 0.0093011334538459795 0.86325691661902104 4054.1051612903234 0.012116343248635532 0.0076000000000000009 25878.750000000004 93895.192500000019 0.97495000000000009 1.0000000180025095e-35 0.047535903751850135 -421.49999999999994 0.00045304522791411733 13.514705882352944 0.01203390955924988 0.0015210423734970393 0.039610931649804122 0.066700000000000009 0.014519447460770609 1.9374959635510105 -0.012949400581419466 0.11870000000000001 -0.011252183467149733 0.05995000000000001 0.028266487643122677 356980.01386363641 37.405886379192346 4.7707049965776873 -167.49999999999997 3.9999600004049345 6.5000000000000009 0.02521543670445681 0.048300178801812123 0.092150000000000024 0.022901487536728386 0.99999778592260746 10.715037593984965 128599.96500000001
decision_type=2 10 2 2 2 2 2 10 8 10 8 2 8 10 10 2 2 8 10 10 10 8 2 10 2 10 2 2 8 10 2 8 2 10 2 8 10 2 10 2 2 2 2 8 2 2 10 2 8 10 8 10 2 2 10 10 10 8 8 10 2 8 2 8 10 10 10 10 2 2 8 2 8 2 2 8 10 2 10 10 10 10 10 2 10 2 8 2 2 2 10 2 2 2 8 2 8 2 10 2 2 10 2 10 2 10 8 2 10 10 8
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Tree=259
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decision_type=2 8 10 2 10 2 8 2 2 10 10 2 2 10 10 10 10 10 8 8 2 2 2 10 2 2 8 2 2 10 8 10 10 8 8 2 10 8 2 8 2 2 2 2 8 2 2 8 2 8 10 10 8 2 2 2 2 2 2 2 8 2 10 8 2 2 8 2 10 2 10 2 2 8 8 10 2 10 2 10 10 2 2 2 2 8 8 2 2 2 2 10 2 8 10 10 8 8 8 2 8 8 2 2 8 10 10 2 2 8 2
left_child=1 3 4 86 5 9 21 8 84 11 29 18 33 53 16 17 22 31 20 -20 -3 63 88 -24 40 27 -27 -18 81 30 -11 32 96 34 -2 108 37 78 -39 -31 41 -15 43 -16 45 50 48 49 61 51 -26 -48 91 64 55 57 -57 58 107 -60 -54 85 -58 101 65 95 67 73 -69 110 72 -72 -71 -66 104 -34 -67 -78 -33 -12 -81 90 -38 -84 -8 -46 105 -13 -7 -64 -19 -50 -51 -88 -92 -14 97 -5 -56 -10 -101 109 -103 -42 -44 106 -1 -55 -35 -6 -68
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leaf_count=98 139 11663 147 953 559 445 422 2607 210 1875 221 103 1473 250 267 233 14867 1051 6508 46562 8178 153 3892 1299 124 1630 5749 16384 402 543 21726 1060 193 420 677 428 200 466 1772 1769 468 171 174 214 670 253 2106 565 697 412 363 248 146 110 432 226 201 571 810 1017 537 364 696 480 742 777 527 663 593 642 502 311 3155 202 401 222 224 226 1144 664 268 193 282 77 79 298 151 167 127 1053 448 187 416 260 100 663 1935 540 145 329 3222 1975 1840 139 458 625 359 388 1743 1430 522
internal_value=0 -0.000489179 -0.000720431 0.00238724 -0.000767915 -0.00103145 0.00152188 0.00471564 0.00773427 -0.0016338 -0.00376907 -0.00116685 0.00142035 0.00189644 0.000222871 0.00140879 -4.86535e-05 0.000845238 -0.00125358 -0.00178855 0.000820257 -0.000482723 0.00360089 0.00211014 0.00411988 -0.000599741 0.00248025 -0.00126106 -0.00404218 -0.00451236 -0.00527379 0.00243788 -0.00129192 -0.00354324 0.003107 -0.00660829 0.00484724 0.00652798 0.00974526 0.00190264 -0.00282535 0.00531407 0.00747961 0.0154661 0.00502411 0.0121695 0.0040958 0.00650654 0.000530081 0.00833375 0.0182104 0.0103084 0.0045918 0.000672446 0.00304211 0.00424554 0.0080126 0.00116348 0.00320172 0.00583908 0.00992138 -0.00421016 0.00992193 -0.00104238 -0.000542883 -0.00358475 0.000735532 0.00492616 0.00951848 -0.000770989 0.000577025 0.0070709 -0.00107576 -0.00119342 0.00205469 0.0119551 0.00301564 0.0104215 0.00106922 0.00414703 0.00662306 -0.00762824 -0.00289825 -0.00835776 -0.0051096 -0.000315096 0.0108051 0.0131974 0.0135252 0.0115045 -0.00959295 -0.000820191 0.000682495 0.0200119 -0.00131889 -0.00606283 -0.00326462 0.000382328 -0.00671878 0.00948998 0.0102613 -0.00186513 -0.000128672 -0.00782849 -0.00529333 0.00498072 0.0122131 -0.00596645 -0.00911114 -0.00515488 -0.00657418
internal_weight=0 10905 10099.5 805.512 10073.8 9038.25 1035.51 394.831 249.906 6104.27 1084.46 5019.81 2464.19 2253.37 2933.98 730.627 2836.39 711.461 4997.48 3973.64 1023.85 640.679 365.867 327.152 792.82 2470.53 432.51 2038.02 171.609 994.755 890.578 539.852 213.433 210.82 66.4734 144.346 326.419 269.328 165.206 104.177 89.2249 33.7625 97.5887 33.0363 703.595 68.9261 634.669 374.429 260.24 306.003 45.0068 240.857 140.296 1460.55 490.751 441.213 192.352 248.861 203.277 160.29 67.077 119.944 167.403 624.32 969.796 282.383 687.412 176.615 98.1702 510.797 420.794 79.6523 341.142 78.4449 64.5524 22.0239 76.5703 29.8524 104.122 89.7055 79.0807 115.295 57.0908 35.8018 28.0774 88.2818 74.8852 22.3269 38.7144 151.151 102.5 73.2192 65.1467 20.9007 36.8749 205.813 191.409 110.58 49.5379 221.829 214.156 569.48 378.585 55.4624 30.6699 53.9845 22.5473 42.9868 119.98 190.895 90.0029
internal_count=201063 172371 159607 12764 159460 146154 13306 6869 4262 100247 27066 73181 28692 25285 45907 11271 44393 11038 72911 53070 19841 6437 5763 5191 8414 38630 7379 31251 2194 25913 23601 8844 3843 3407 816 2591 5001 4442 2238 2312 1028 421 1514 481 7386 740 6646 3747 2899 3182 487 2354 1567 16871 5649 5072 2176 2896 2325 1827 683 1332 1950 6284 11222 3363 7859 2200 1256 5659 4610 813 3797 944 1033 415 1227 450 2204 1153 932 1792 559 359 501 968 1493 270 572 1749 1599 884 828 411 548 2136 3428 1493 577 3761 3551 5804 3815 607 632 1082 457 498 2163 1989 1049
is_linear=0
shrinkage=0.0227381


Tree=260
num_leaves=112
num_cat=0
split_feature=160 7 199 8 151 0 118 8 93 153 51 228 197 207 205 131 179 228 221 38 205 216 210 215 190 41 7 231 5 93 184 124 161 90 17 123 40 228 190 93 207 219 18 191 233 181 214 154 125 18 174 200 209 184 179 124 230 222 189 133 228 124 133 229 152 57 226 125 121 133 17 189 43 179 203 200 154 18 187 214 7 151 191 136 203 227 123 229 31 151 221 179 221 205 161 212 126 14 80 205 205 205 176 227 174 222 209 18 202 230 210
split_gain=14.8599 14.3742 14.629 14.3418 21.7529 16.212 15.9011 18.5958 16.4866 15.3781 13.3716 12.1646 12.0641 22.1286 11.745 11.4912 11.1199 10.8708 15.512 13.3347 12.5819 10.6684 13.0484 10.8173 10.6595 10.7399 10.5569 12.7354 10.362 10.0828 11.2792 9.84069 10.2428 11.6206 11.1161 9.78253 9.71913 9.67935 9.66072 9.55664 9.20445 9.16857 9.25544 11.6121 12.8286 9.53738 10.8729 9.82299 9.1218 10.0292 9.09446 9.00439 11.1544 8.93421 8.68835 8.68696 9.11307 8.64515 8.42376 8.27447 8.26295 8.17057 9.07709 12.1356 9.81234 8.01954 7.82564 7.74862 7.6851 7.61493 7.28657 7.24515 7.15478 7.14688 7.08844 6.99675 6.91999 6.75434 6.66328 6.53934 6.45937 6.32904 6.29851 5.82333 5.75779 5.5363 5.49041 5.48854 5.4674 5.35145 5.3398 5.26468 5.15072 6.60796 4.77441 4.77413 4.70826 4.67755 4.65742 5.16948 5.54221 4.59902 4.30663 4.25403 3.78102 3.46243 3.26151 3.00091 2.9395 2.93405 2.91131
threshold=36949.500000000007 16580.250000000004 119105.23387195123 451660.50000000006 -232.49999999999997 1.0000000180025095e-35 1.0000000180025095e-35 497250.00000000006 -502.49999999999994 687177.00000000012 0.068250000000000019 0.012653534300625326 1.0254024128747008 -0.0071508002001792184 0.042402796447277076 0.38891503163261559 0.99998353460761102 0.0035598883405327801 -0.0091736651957035047 41.500000000000007 -0.0082004019059240801 0.0024480546126142149 0.018628763034939769 -0.0080681159161031229 12.500000000000002 0.3178136513186039 29787.750000000004 -0.0075995307415723792 400830.75000000006 -454.49999999999994 68540.125000000015 29.006160164271048 0.29282902501788083 1.0000000180025095e-35 -2527.4999999999995 0.91320820023361149 0.034173494264749256 0.023724656552076343 82.500000000000014 -1506.4999999999998 -0.080778408795595155 -0.031034435145556923 -2636.4999999999995 6.5000000000000009 0.0042299008928239354 85394.671875000015 -0.0011758056352846322 129782.25000000001 1.7125256673511295 -1667.4999999999998 20.500000000000004 18.500000000000004 0.0012298799701966347 64351.350000000006 0.86725017705327578 53.912388774811781 -0.014921942260116337 -0.0063500110991299144 0.39631140574536811 0.09124885100725165 0.011064160615205767 25.575633127994525 0.083187824526019902 0.0002265547445858829 675000.90000000014 0.059050000000000005 0.010823192540556194 7.0540725530458603 0.094283850350470863 0.21647760839032512 -8259.4999999999982 0.051376319758672705 0.11055000000000002 0.55554654311161877 0.11020897328853609 20.500000000000004 431347.50000000006 -708.49999999999989 2.1742581090407183 -0.023358949460089203 25008.750000000004 255.50000000000003 29.500000000000004 0.38950240746502957 -0.030156159773468968 -0.0096600526012480242 0.82562725544862081 -0.0056416266597807399 9.5000000000000018 516.50000000000011 -0.014908424578607081 0.93469942672381423 0.010436515323817732 0.0086193359456956404 0.1351313482921552 -0.0039455476216971866 0.13726154999772025 0.0085244999999999505 0.20050000000000004 -0.011121424846351145 0.021095168776810173 0.0071671090554445991 2.5000000000000004 0.0012016816181130709 4.5000000000000009 0.015986064448952678 0.047535903751850135 -1055.4999999999998 0.14503045380115512 -0.0082813957706093771 0.022498814389109615
decision_type=10 10 10 8 8 2 10 8 10 10 10 2 8 2 2 8 8 2 2 2 2 2 2 2 8 10 8 2 2 10 8 2 8 10 2 10 10 2 10 10 2 2 2 10 2 8 2 8 2 2 10 10 2 8 10 2 2 2 10 10 2 2 10 2 10 8 2 2 10 8 2 8 10 10 2 8 8 2 8 2 10 10 8 10 2 2 10 2 2 10 2 8 2 2 10 2 2 2 8 2 2 2 10 2 8 2 2 2 2 2 2
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Tree=263
num_leaves=112
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decision_type=10 8 8 10 8 8 8 10 10 10 2 10 10 2 10 2 8 2 8 2 2 2 8 10 10 10 10 2 10 8 2 2 10 2 2 2 8 8 8 10 8 10 8 10 2 10 2 2 2 10 2 10 8 8 10 10 2 8 8 2 2 2 2 10 2 8 10 2 2 8 8 2 2 10 8 2 10 10 8 10 2 8 2 10 2 2 10 2 10 2 8 10 10 8 10 2 2 2 2 2 2 10 2 2 10 10 2 8 2 2 10
left_child=18 2 3 34 5 42 27 8 10 76 11 106 69 87 15 48 -17 -13 -1 20 54 22 92 28 25 -23 75 32 29 44 31 102 57 70 35 109 37 -37 82 -40 -32 63 43 66 85 46 -22 -15 -14 50 -12 -34 93 -54 97 73 -46 58 84 -60 -25 -29 -43 108 -51 -59 -3 88 -69 -9 71 77 -48 -56 -27 -26 -10 78 79 -4 81 -72 -16 -73 -6 -8 -39 -11 -44 -47 91 -24 -21 -31 -68 -42 -53 107 -62 100 -79 -92 -30 -33 -90 -28 -7 -5 -20 -2 -71
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leaf_count=1400 582 144 714 303 1187 1292 7521 286 158 354 7991 2414 3571 825 4935 7228 6341 118 225 215 595 742 210 101 180 532 422 721 275 256 168 148 663 180 1802 186 302 93 570 390 143 156 3714 259 82697 183 108 2665 1961 2758 6478 211 101 499 994 320 4221 179 2657 460 115 153 302 1530 282 338 253 421 418 300 254 210 500 338 2009 3887 109 998 289 779 1909 296 4247 156 597 2561 669 884 103 1543 949 97 262 1158 90 236 94 179 235 523 192 91 214 230 441 176 260 713 249 169 908
internal_value=0 0.000339997 0.00252367 0.00479485 9.51697e-05 -0.00123246 0.000560908 -0.000822941 0.000679216 0.00517315 -0.000680191 0.00519385 -0.00210529 0.00326578 -0.00162335 -0.000343603 0.00114073 0.00869482 -0.00617492 0.00600183 0.00240086 0.00787174 -0.000836577 0.000360039 0.00919062 0.0047579 0.0119443 0.00375368 0.000291915 0.00017709 0.00564639 0.00136953 0.00240763 -0.0036455 -0.00188668 0.00349344 0.0088585 0.014278 -0.00459789 0.00557921 0.013329 -0.00133537 -0.00612739 0.00484502 5.4952e-05 -0.00286999 0.00365358 0.00571428 -0.00492244 -0.00202699 -0.000925056 -0.00392693 0.00578872 0.0129327 0.00742417 0.0125303 0.000314664 0.00410609 0.00265615 -0.000860106 0.00989907 0.0113961 0.00947283 -0.00506855 -0.00698434 0.0126775 0.0129069 -0.0078292 0.00178151 -0.00990621 -0.00445613 -0.00186267 0.0102039 0.0156946 0.00146273 0.0133478 0.023795 -0.00355628 0.000523409 -0.0034385 -0.00884448 0.00122759 -0.0056162 0.00939331 0.00761041 -0.00224959 0.0191684 -0.00441458 -0.00971863 -0.00745109 -0.00582637 0.00627477 0.0113758 0.00199826 0.0194966 0.0193213 0.00510458 0.00156816 0.0142185 -0.00781707 -0.0112273 -0.00967868 0.00784801 -0.00719606 0.000904672 -0.000855213 -0.00300069 0.00445242 0.00648246 -0.00743505 -0.0130725
internal_weight=0 13195 1322.17 967.791 11872.8 3079.69 8793.09 2851.2 1314.92 299.782 1015.14 184.758 1536.28 281.097 1456.67 1025.19 779.089 129.085 158.343 820.456 287.139 533.316 70.56 8281.64 462.756 186.309 276.448 511.457 8231.71 8067.59 164.123 111.939 444.48 354.376 147.335 76.7849 52.5942 39.5524 431.479 35.7431 52.1838 99.1515 228.49 28.5473 7904.24 141.916 59.2633 214.816 246.104 830.383 687.719 91.5927 163.353 49.4367 145.224 72.3432 7110.36 352.887 311.464 186.325 49.9256 66.9773 22.0605 77.091 142.665 41.4234 19.8329 199.943 32.9301 79.6042 342.277 222.834 34.6891 61.8997 144.558 248.799 18.6848 198.804 105.413 85.4113 119.443 26.4227 395.736 24.0302 125.139 793.88 31.6421 66.2814 167.013 82.6523 53.2852 11.5608 17.2748 113.916 13.5338 33.2351 30.5119 72.8805 38.3765 93.3913 64.8861 41.7244 64.1448 47.7942 24.9994 27.6482 55.6734 62.9551 16.4129 24.1906 63.6104
internal_count=201020 197158 25851 19351 171307 63168 108139 57325 26588 4995 21593 4084 30737 4728 29243 19101 13569 2532 3862 15548 5776 9772 1824 100879 7948 3283 4665 7260 100428 99014 1414 867 6386 6500 3803 2001 1250 948 10142 960 547 2462 5843 746 97000 2929 1203 3490 5532 17509 14469 968 2014 600 2847 1652 86918 5418 4901 3117 451 874 458 2004 3040 517 487 5097 839 1494 6320 3861 608 1332 2541 4067 267 3495 1782 1493 2459 550 9182 366 1784 10082 762 1238 4258 1726 1347 307 477 1414 343 379 305 1195 350 1713 1190 1040 489 378 544 598 1552 1016 474 751 1208
is_linear=0
shrinkage=0.0227381


Tree=264
num_leaves=112
num_cat=0
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split_gain=15.2747 14.13 14.7961 26.505 19.437 15.6086 12.1935 14.0405 12.1548 14.2786 14.0664 13.0862 11.8625 11.7599 12.8958 11.9944 11.6769 11.6174 12.3523 11.2499 11.2247 11.6147 11.0294 10.7083 10.6399 12.345 13.0552 10.7224 13.9764 10.8082 10.4676 13.9148 11.1577 10.3239 11.1501 10.2784 10.1588 9.8583 9.79012 13.8351 13.2717 11.5737 11.3062 10.6794 9.5855 13.2206 9.21754 9.49358 8.97184 9.29096 8.85487 17.0359 8.63043 10.358 11.6876 9.19148 8.52847 8.51949 12.5796 8.5049 8.3999 9.6218 9.02026 9.71881 8.1839 8.10566 8.82907 8.06828 8.04956 8.27674 7.95273 7.93991 7.90818 7.83088 7.63106 7.57216 7.50992 7.44894 11.4556 7.48895 7.42196 7.3889 7.36412 7.35088 7.31 7.28301 7.15193 9.30323 8.60809 7.38832 7.0549 8.22685 6.95842 6.9172 6.84976 6.79235 6.77957 7.48466 6.73018 6.86286 6.69216 6.67569 8.56918 9.01453 7.7462 6.66491 6.64555 6.63575 6.6067 6.74071 6.71646
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decision_type=10 2 2 2 2 10 10 8 10 2 8 10 8 10 10 10 10 10 8 2 2 2 10 2 10 10 2 2 8 8 8 2 8 10 2 10 10 8 10 10 10 2 2 8 2 2 10 8 2 2 10 10 10 10 10 10 10 10 10 2 10 10 10 2 2 10 10 2 8 10 10 10 2 2 2 2 2 8 8 10 10 2 8 2 2 2 2 8 8 2 8 2 8 8 2 8 10 10 8 2 8 8 10 8 10 10 2 10 8 2 10
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Tree=267
num_leaves=112
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decision_type=10 10 10 10 10 2 8 8 10 10 8 2 2 10 8 10 10 10 10 10 10 10 2 2 10 8 8 10 2 2 2 10 10 2 8 8 10 8 10 8 2 10 2 2 10 10 8 10 8 10 10 10 8 10 10 2 10 2 2 2 10 8 2 8 10 2 2 2 2 8 10 2 10 8 8 10 10 10 10 2 2 8 10 10 10 2 10 8 2 8 8 2 10 2 8 8 2 2 10 2 2 2 10 2 2 2 8 8 10 8 2
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leaf_count=3690 1384 77 533 547 269 4497 605 1517 415 261 6378 303 518 430 5383 1211 512 373 125 285 1190 777 4974 16157 1214 408 1000 258 339 549 241 452 4768 5957 17922 9027 10604 7970 242 211 12694 1123 212 530 37 7420 2108 4011 395 1757 4051 470 1025 1636 2028 1132 433 2288 3528 1163 2771 233 838 972 273 282 645 2308 750 137 330 2695 3164 100 649 888 488 3392 327 207 607 761 92 417 213 495 388 3974 270 392 296 181 1559 442 196 298 944 526 1952 710 342 352 270 108 742 110 89 575 248 266 306
internal_value=0 -0.000385657 0.000148713 5.37483e-06 0.000607277 0.00186891 -0.000580617 -0.00334152 -0.00252996 -0.000409562 -0.00403094 -0.000956191 0.00819827 -0.0070944 -8.06261e-05 0.0020111 -0.00529864 0.00232884 0.00124708 -0.00503615 -0.00183603 0.00202829 -0.0025553 -0.00331767 0.00562107 0.0029247 0.00473899 -0.00526176 0.000254244 -0.00119561 0.00897059 0.0128867 0.00201114 -0.000188987 0.00295172 -0.00112841 0.000106162 -0.0034117 0.00108198 0.000928956 0.00128291 0.00196691 0.00074258 1.37324e-05 0.00369683 0.00447251 -0.000428156 0.00565415 -0.00273075 0.00524676 -0.000805381 0.0056585 0.000206195 -0.000979646 3.88841e-05 -0.00360545 -0.00450544 0.00178052 0.00377455 -0.0026632 -0.00172157 0.00712145 -0.00243133 0.00161301 0.00877209 0.0136144 0.00541413 0.00342974 0.00964299 -0.00290567 0.00102132 -0.00450082 -0.00779521 0.00789971 0.0123275 -0.00921003 -0.00411699 -0.00541754 0.00253387 0.0090669 -0.00460029 -0.00502774 0.0166614 -0.000603396 0.00854809 -0.00242222 -0.00322218 -0.0044812 0.00732144 0.0101169 0.00358003 0.00879348 -0.00632357 -0.00190739 0.00812053 0.0139938 -0.0036144 0.00176925 -0.00614626 0.010435 0.00473019 -0.00505133 0.0168472 0.00940173 0.0128773 0.0158626 0.00869519 -0.00740353 -0.00869566 9.89117e-06 0.0078012
internal_weight=0 9157.94 7337.41 7217.5 5443.83 2637.58 2806.24 209.567 1820.52 759.105 1061.42 743.671 119.917 135.75 2530.98 842.053 133.038 2428.02 4184.08 275.266 1773.67 275.875 1497.79 1317.85 186.119 179.944 166.513 89.7564 350.009 311.738 77.9728 60.4355 2334.21 701.105 1633.11 1688.92 1101.53 587.399 4106.11 4035.45 3723.87 2860.29 1682.1 1472.42 1178.19 1053.65 205.763 847.891 124.539 192.991 1279.43 209.681 102.103 863.576 737.036 235.355 1026.74 501.681 347.184 154.496 697.529 46.0532 651.476 191.761 70.6595 47.7964 123.14 709.015 92.1934 672.649 195.197 477.452 254.082 76.1516 55.1337 234.254 459.715 385.857 73.8572 46.1421 967.841 929.236 50.4926 223.37 31.7587 191.611 311.579 278.786 25.1486 38.2709 73.8178 45.4326 97.6681 65.3786 34.6822 23.3474 119.045 62.2652 177.315 107.578 38.6051 68.6209 15.4342 93.804 67.4051 14.0153 26.8709 354.087 300.265 53.8215 24.7488
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is_linear=0
shrinkage=0.0227381


Tree=268
num_leaves=112
num_cat=0
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split_gain=13.6422 17.2464 13.0995 12.9116 12.667 13.2438 12.214 11.6491 17.6517 13.6952 12.2155 13.5239 11.1689 11.0439 10.5784 10.5495 10.5254 14.3336 10.4983 10.4836 10.3738 13.0307 13.8293 10.0723 13.8587 11.8127 15.2135 12.5379 10.894 11.9721 11.4228 11.2509 9.87993 15.3527 9.62079 9.57075 9.4625 12.0327 12.6163 11.7442 9.96118 10.7764 9.42616 10.3513 9.9041 18.4988 10.194 9.41484 9.40823 9.15161 12.2952 8.99725 10.7316 11.6804 8.94513 8.9006 11.9561 8.72989 8.66629 8.60595 10.497 8.61771 8.4842 8.47446 8.39922 8.38403 11.1756 8.83253 8.34621 8.31421 8.28999 8.17238 8.23121 8.16697 8.59829 8.1465 8.31162 8.02591 8.01848 7.97771 7.9646 7.93001 7.90469 7.87798 7.57787 8.09454 7.49551 8.38223 7.48467 7.32952 8.92468 7.28247 7.19393 8.29666 7.86755 7.33295 7.10389 9.11314 8.7471 8.09479 7.74357 8.33868 7.45321 7.02699 7.02531 7.021 7.54154 9.13527 13.2457 8.17793 10.6429
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decision_type=10 2 8 10 2 2 10 10 2 2 2 10 8 2 8 8 10 10 10 8 10 8 8 10 10 2 2 10 8 8 8 2 2 2 2 10 2 2 8 8 2 8 2 10 10 2 8 10 8 2 2 2 10 8 10 2 2 10 8 10 10 10 2 2 8 2 2 2 2 2 8 2 10 2 8 8 8 2 10 8 2 10 10 10 2 2 8 2 2 2 8 2 10 8 10 2 2 2 2 8 2 8 8 8 10 10 10 2 2 2 10
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internal_value=0 0.000655228 -3.08668e-05 0.00177509 0.00175897 0.00244579 -0.000836612 0.00270046 0.0063316 0.00180386 0.0109126 -0.000963105 0.0131197 -0.000664214 -0.000127053 0.00187114 0.0030474 -0.000964189 0.00677321 -0.00130537 -0.00233344 0.00126424 -0.000750495 0.00364959 0.0104724 0.0156209 -0.00329774 -0.00097646 0.00153357 0.00210223 0.00636942 0.00972577 -0.000800807 -0.00110912 0.0043254 0.00624144 0.00159909 0.00177766 0.00665558 0.00129419 0.0137717 0.00516663 0.00146433 0.000992128 0.00173695 0.00856322 0.0112194 -0.00396946 -0.0046376 0.00336806 0.0048425 0.014563 0.000899413 -0.0027173 -0.005609 0.0018675 -0.00385746 0.00852407 0.011112 0.0136902 -0.00151034 -0.00165619 0.00332553 0.00680276 0.000939106 0.00738119 0.0121911 0.0177159 -0.00190525 -0.00208887 -0.00676652 -0.00178377 -0.000803219 -0.00472195 -0.00895601 0.0114541 0.0154113 0.00681092 0.00498462 -0.00230069 -0.00339888 0.00489199 -0.0040464 0.00333031 0.00668143 0.0112818 0.00670617 0.002011 0.00668438 0.00991773 -0.00603919 -0.00171203 0.0171175 -0.00322692 -0.00840336 -0.000371271 -0.00196914 -0.0124584 0.00691173 0.00522827 -0.000235839 -6.4218e-05 0.00376028 0.00973278 -0.00139678 0.000681617 0.00790483 -0.00203058 0.0195247 -0.00488399 -0.00201789
internal_weight=0 9403.99 5804.32 1787.52 3599.67 2826.34 4016.8 2760.35 378.785 196.527 182.258 3949.93 156.848 3949.54 3287.92 967.626 806.129 2320.29 91.146 2229.15 1592.71 636.433 773.325 198.435 73.7731 53.8845 661.621 279.695 70.4469 2381.56 240.61 162.565 3890.77 3628.72 243.704 210.253 2140.95 2118.47 181.138 1937.34 35.7287 526.433 1751.79 1631.62 1391.1 143.357 119.383 629.973 597.356 262.049 234.801 148.448 1247.74 260.181 534.713 987.558 161.498 176.266 134.286 111.324 3385.01 3332.72 153.63 113.747 78.5026 120.172 65.8482 41.4726 3179.09 3101.28 178.74 2922.53 124.662 82.9483 62.2662 51.0252 40.2791 198.263 184.087 574.889 489.901 77.817 470.678 62.6427 32.617 153.403 52.2909 68.1827 164.036 108.172 39.8826 22.9621 35.2445 240.522 79.573 160.949 149.212 53.164 20.6821 35.2519 41.9797 55.864 84.9881 35.8459 49.1423 54.3241 66.0292 145.502 44.9762 435.426 203.22
internal_count=201176 136957 87996 24648 48961 37350 63348 36278 4955 2598 2357 64219 2005 61706 47751 11852 8951 35899 1586 34313 23032 11281 11611 2536 967 715 13955 3035 1173 31323 2132 1530 62532 59057 2561 2168 29191 28011 2990 25021 370 5916 24278 23058 18536 2588 2081 13709 12196 3475 3103 1913 15948 3615 11064 12333 2901 1958 1601 1296 56496 55787 2330 1870 1305 1220 591 395 53457 52893 3462 49431 1569 1174 866 636 475 2433 2233 9075 8081 564 7735 1132 1513 1441 709 1205 1896 1461 460 305 565 4522 1606 2916 2710 750 308 460 357 435 994 446 548 629 481 1962 622 7275 3472
is_linear=0
shrinkage=0.0227381


Tree=270
num_leaves=86
num_cat=0
split_feature=175 122 122 124 1 124 39 39 195 200 171 212 144 135 203 93 152 145 18 38 151 132 144 122 187 16 133 15 152 220 151 161 170 221 180 7 207 228 5 225 93 221 149 71 15 135 204 188 66 217 211 170 191 184 219 153 151 170 122 133 224 165 152 190 205 126 120 191 157 120 133 212 91 217 145 208 56 18 179 156 171 233 229 227 211
split_gain=15.2213 12.3834 13.3616 15.5203 13.1208 14.0352 20.0841 17.0303 14.954 14.3723 12.9216 11.5268 11.3573 21.0074 12.0065 12.0668 11.7228 11.1437 10.6905 10.8492 12.0977 10.0336 9.86817 9.73275 10.3045 10.1074 9.73022 13.0758 9.5637 11.6743 10.2192 9.38318 9.36083 10.8731 11.4659 10.6626 9.29703 8.8821 8.8342 8.53541 8.34782 7.7567 7.6448 7.6285 7.60797 7.49603 7.4658 7.13204 6.10161 6.93436 6.07708 5.90431 5.5021 5.45582 5.41163 5.28829 6.8251 6.3462 5.23387 4.92244 4.88627 4.63259 4.62833 4.24317 4.0928 3.64321 3.30333 3.13119 2.86277 2.82085 2.72493 2.71002 2.66741 3.21813 2.95482 2.87152 2.59295 2.01766 1.71027 1.68703 1.43764 1.37436 1.14935 1.01808 0.526357
threshold=8.5000000000000018 0.026703233680511428 0.027498205169353602 37.129363449692001 1.0000000180025095e-35 46.188911704312126 0.83125448779970734 0.31200589870412881 11.917517006802724 23.500000000000004 493.50000000000006 -0.015483786351978777 -1152.4999999999998 0.11957463065256009 -0.058203829452395432 -1665.4999999999998 1762250.6250000002 902.84159195522716 -386.49999999999994 31.500000000000004 927.50000000000011 0.26316042937382816 -182.49999999999997 0.060679563652134706 21.006097560975615 -2294.4999999999995 0.085153604967317026 -14336.499999999998 33316.965000000004 -0.0080343284644186479 558.50000000000011 0.35124794161976519 22.677083333333339 0.0031782675068825488 8645.9737500000028 24250.500000000004 0.0087447538971900957 -0.010960870888084171 144180.00000000003 -0.02121843863278627 -253.49999999999997 -0.00073107652133330692 353.68333333333339 0.082750000000000004 -15582.499999999998 0.22999990087900865 -0.020550844259560105 0.86696165191740426 0.12810000000000002 -0.022051233798265454 0.0047530771698802718 20.026315789473689 8.5000000000000018 405184.87125000003 0.015356757678091528 11599830.000000002 1415.5000000000002 33.510000000000012 0.026442729946742956 0.23829376119746862 0.0085847014561295527 0.33771929824561409 854544.75000000012 23.500000000000004 0.0071671090554445991 0.030481865246754229 4.9999734849894146 24.500000000000004 2236975.0200000005 6.1879568595611962 0.17176052665055749 0.011542099062353374 3.5000000000000004 0.040544239804148681 1013.1560215474557 -0.047830995172262185 0.36185000000000006 -2960.4999999999995 0.51325270805254097 150000.25500000003 192.50000000000003 0.0032651203218847518 -0.011380881071090697 -0.015995805151760575 0.020367990247905258
decision_type=10 10 10 2 2 2 8 10 8 8 10 2 8 10 2 10 10 8 2 2 8 10 10 10 8 2 10 2 8 2 8 10 8 2 10 10 2 2 2 2 10 2 10 10 2 8 2 10 8 2 2 8 10 10 2 10 10 8 10 8 2 8 10 8 2 2 2 10 8 2 10 2 10 2 8 2 10 2 8 8 10 2 2 2 2
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leaf_count=105 142 90 2671 114 1091 197 10160 2168 1299 1951 89 5862 581 650 817 2360 503 157 201 16467 15505 162 147 183 274 527 2684 4700 14328 1061 41859 2352 7128 6589 11440 5944 94 18834 1098 2812 195 1263 140 405 85 103 2436 241 78 117 447 3141 58 228 114 60 1167 208 95 207 117 98 102 212 143 90 148 117 93 135 94 76 210 100 98 1475 96 82 84 131 138 87 310 406 93
internal_value=0 -1.20923e-05 6.50275e-05 0.0118241 2.00238e-05 -0.000583082 -0.0018569 0.000159439 0.00168032 0.00404848 0.000883573 0.00603224 0.000993307 0.00462759 0.0093162 0.0118132 0.000687726 0.0196582 -0.0028919 -0.00311177 -0.00204234 -0.00165991 0.00765024 -0.000974899 -0.00481542 0.00544931 -0.00131436 0.00197534 0.000851254 0.00586019 0.000644794 -0.00559169 0.00115482 0.00174023 0.000461212 0.00345335 0.0110628 -0.00222566 -0.0014646 -0.00330672 -0.0041943 -0.00482208 -0.00629336 0.000868139 0.000951939 0.0280621 -0.00480155 0.00937485 0.0141065 0.0175639 -0.00149613 -0.0105911 -0.0103331 -0.00962849 0.00814166 -0.0067987 -0.00867151 0.00507658 0.010352 0.0120481 -0.00281151 0.00127318 -0.0118612 0.0210774 0.00319561 -0.00535046 0.0160834 0.00839608 -0.00853334 0.0374788 -0.00299465 0.000541231 -0.0133152 -0.0149802 -0.00194613 -0.0161054 -0.0127777 0.00645972 -0.0130096 -0.0061083 -0.0172732 -0.00821058 -0.0115231 -0.0144637 -0.0158648
internal_weight=0 13201.1 13049.3 41.1702 13008.2 7660.7 2816.31 4844.39 636.305 432.531 5347.47 350.487 5303.43 401.906 215.696 174.583 4901.52 28.0771 2180.01 2143.47 1508.59 1711.11 126.816 186.21 117.888 68.3219 1656.87 357.235 4804.2 180.86 4623.34 634.878 3133.28 2563.31 1473.85 1089.46 95.2519 1299.63 569.972 203.774 82.0437 229.903 151.708 340.069 49.7572 16.7083 187.067 16.7071 78.2744 57.1106 41.1133 54.2401 44.0464 101.951 36.5388 97.3177 86.0649 11.2527 17.7535 28.5887 31.5644 17.9586 83.992 45.0396 6.48907 32.0037 11.909 10.8496 26.5496 8.03877 16.9775 11.3688 77.5029 65.2197 12.2832 61.5103 49.9851 4.25495 38.9847 13.0931 57.3045 20.844 20.9507 34.1244 28.8379
internal_count=200919 199831 196056 806 195250 128404 59999 68405 14993 9307 66846 7813 66116 6349 4274 3177 59767 585 45006 44484 31972 31867 1088 2075 1365 710 28386 6868 57829 1642 56187 12512 36538 31101 18568 12533 742 21518 5437 5686 1494 2361 3775 3076 961 352 5248 438 554 407 1097 3481 730 2814 522 1938 1670 268 383 408 346 443 2371 329 245 578 243 215 493 238 188 233 2126 1818 308 1718 3237 244 641 221 1613 229 400 583 499
is_linear=0
shrinkage=0.0227381


Tree=271
num_leaves=112
num_cat=0
split_feature=29 144 14 12 12 15 56 127 183 200 184 145 218 41 203 133 189 31 179 218 156 178 92 156 189 216 221 227 154 126 231 189 150 210 179 179 144 144 152 188 152 195 221 223 6 131 41 144 182 221 218 184 123 141 207 18 14 149 232 230 215 221 41 228 183 13 122 205 207 221 5 123 56 132 211 41 152 223 10 161 152 191 221 204 141 210 221 226 142 231 178 145 204 93 223 192 18 216 144 120 155 216 5 131 205 6 128 119 167 190 48
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decision_type=2 10 2 2 2 2 8 2 8 8 8 10 2 10 2 8 10 2 8 2 10 8 10 8 10 2 2 2 10 2 2 10 10 2 8 8 10 10 10 8 10 10 2 2 2 8 10 8 10 2 2 8 8 2 2 2 2 8 2 2 2 2 10 2 10 2 10 2 2 2 2 8 10 8 2 10 10 2 2 10 10 10 2 2 2 2 2 2 10 2 8 10 2 10 2 10 2 2 8 2 10 2 2 10 2 2 10 10 10 8 10
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leaf_count=704 153 1181 200 3331 4594 3269 387 13451 3596 3704 18934 564 10560 4994 173 422 381 163 11641 5121 7520 4839 555 24551 299 3680 5704 7869 1596 1299 1589 1649 310 2019 309 622 204 1260 595 1366 112 346 1086 428 164 83 397 1100 103 673 671 452 1041 138 200 3150 681 1556 1301 886 797 284 263 650 136 203 684 149 220 974 809 106 328 755 835 606 3241 887 271 306 506 73 554 1520 1222 287 1330 302 287 512 280 570 300 1100 492 364 695 424 3140 962 255 239 150 170 962 153 1020 167 89 506 102
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is_linear=0
shrinkage=0.0227381


Tree=272
num_leaves=112
num_cat=0
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split_gain=15.51 12.391 23.1967 14.4148 12.3641 12.1472 12.1316 11.9126 11.8782 11.2506 10.7634 10.8392 11.6132 11.2701 10.4781 12.0114 13.3337 11.3938 11.7432 10.9234 10.4075 10.0731 11.0809 9.74492 9.6445 9.96982 14.6175 9.48285 10.5374 12.1561 11.9044 14.52 9.37081 9.60927 9.35575 14.0129 13.5023 10.6826 12.1931 10.5382 9.38656 9.11109 9.34754 9.03093 8.98559 8.96504 8.91856 14.3253 10.0506 8.88161 9.60454 8.47344 8.39253 10.3992 8.84495 9.44309 8.35896 8.37199 15.4348 8.3128 8.24482 8.61215 8.2089 14.172 13.5293 11.6757 8.44065 8.12477 7.98785 7.66289 7.64075 7.62235 7.41376 10.0558 7.41366 7.82241 7.37368 7.35147 7.33958 7.30753 9.13302 7.17699 7.09922 6.73603 6.71612 7.73662 6.67674 6.63556 6.6305 6.53636 6.44354 8.04697 6.4005 6.37993 6.24831 6.13715 6.03893 6.02006 5.96459 5.82074 5.72995 5.55268 5.29413 5.16733 5.14168 5.13819 5.04012 5.03136 4.99609 4.98782 4.96624
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decision_type=10 2 2 10 10 10 8 10 2 8 8 8 10 2 10 2 10 8 2 2 2 8 10 8 10 8 2 10 10 2 8 8 10 10 8 2 10 10 10 8 2 2 2 10 2 2 2 2 10 10 8 2 8 10 2 8 10 10 2 10 10 8 2 10 2 2 8 2 2 10 8 2 8 10 2 10 10 2 8 10 8 10 10 2 10 2 2 2 10 2 8 10 10 2 2 10 2 2 8 2 8 2 8 2 10 2 2 8 2 2 2
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Tree=275
num_leaves=112
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decision_type=2 2 10 8 2 10 8 10 2 2 2 8 2 10 10 2 10 8 10 2 8 2 8 2 2 10 2 8 8 8 2 8 2 8 2 8 2 8 2 8 2 2 10 10 2 2 10 2 10 2 8 2 2 10 2 10 2 2 10 8 8 2 10 8 2 2 2 8 10 2 2 10 8 8 10 2 2 10 2 8 10 10 2 2 2 10 2 2 2 2 2 8 2 2 2 2 10 8 2 2 2 10 2 2 2 10 10 2 8 10 10
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leaf_count=687 368 337 596 364 1175 1397 483 22700 1800 661 727 6420 665 22434 3545 274 117 607 515 246 265 194 1155 137 545 279 781 5866 320 510 175 1400 161 3690 2586 16013 501 573 584 5733 921 88 404 603 1167 5951 6696 115 353 641 1709 195 1179 464 759 860 7048 587 431 82 1070 1420 164 263 1169 12422 3473 4401 160 712 188 547 1699 431 235 809 424 387 230 693 168 181 5576 1986 1257 696 750 664 545 266 440 1332 218 927 502 239 1050 530 457 233 475 433 1049 2240 7863 101 750 183 284 401 450
internal_value=0 0.000461452 0.000681264 0.000249529 0.00057298 0.00142179 0.0023582 0.00182511 0.00275894 -0.00279271 0.00391927 -0.00112008 -0.0022133 -0.00049806 0.00285558 0.00229124 0.00146858 0.00104016 0.00455884 0.00544013 0.0101262 0.00180016 -0.00494843 -0.00151441 -0.000538635 0.000989432 0.0062318 -0.000591231 -0.00239584 0.00259134 0.00243998 0.00460388 0.0165186 0.000514342 2.77785e-05 -0.000849263 0.00868624 0.00996933 -0.00310279 -0.00433607 0.00164723 0.00752912 -0.00103307 0.00482713 -0.00130449 0.00123047 -0.00208014 0.0102855 0.0128673 0.0159652 0.00795986 0.0165661 0.00978511 0.00170998 -0.00401794 0.00670141 -0.0042294 0.00938285 0.0108956 0.0125971 0.0167976 0.00373559 0.00565051 0.00471494 -0.000440968 0.000633688 0.00124555 -0.00321825 0.0127457 -0.00458155 -0.00281937 0.00704176 -0.00329959 0.00394136 0.00850236 -0.000906867 0.00209481 0.0155698 0.00249856 -0.00309823 0.00397707 0.00194398 -0.00398635 -0.00542371 -0.00168831 -0.000205896 0.00248059 0.00176122 -0.00557353 -0.00782346 -0.00123456 -0.00788094 0.0133635 -0.00222929 0.0152697 0.00605417 0.00536965 0.00481327 -0.00774844 0.00379593 0.00203158 -0.00408327 0.00574354 -0.00480734 -0.00356837 0.0131407 -0.00251097 0.00923199 0.0121764 0.00990298 0.00209826
internal_weight=0 11428.3 10566.3 8339.84 7544.67 4207.43 2798.39 2565.63 1948.4 795.167 119.827 617.234 861.936 3337.24 454.011 2226.49 1775.3 1702.2 375.609 451.196 73.788 253.409 78.4024 1874.7 1386.64 872.168 196.191 675.977 481.728 146.305 264.131 210.853 22.8225 1616.12 1506.3 1223.52 63.9161 86.0757 514.477 440.636 100.116 56.3047 2883.23 121.242 2761.99 645.927 2116.06 73.0964 66.0695 57.022 232.762 43.1136 122.2 126.589 675.341 109.82 488.059 187.065 169.664 152.484 93.1278 282.782 34.6131 59.3558 1409.04 1020.71 953.693 388.325 50.5978 335.424 823.823 32.7996 791.023 73.8401 51.2782 111.603 92.7775 26.4087 188.031 73.4773 57.5682 44.2706 733.321 528.604 215.507 204.718 155.207 141.869 53.2777 73.6375 104.647 313.097 69.6017 95.3636 49.4225 114.554 189.648 57.7024 49.511 194.249 176.686 66.4156 110.27 617.772 511.224 38.0948 82.3888 50.5595 23.0486 77.6572 104.758
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is_linear=0
shrinkage=0.0227381


Tree=276
num_leaves=112
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split_gain=13.8439 13.5416 16.708 15.8892 16.6679 16.0114 15.8795 14.7969 13.7345 13.4122 14.5461 13.0245 12.6533 12.669 13.1211 12.7783 11.9621 11.5114 13.6017 11.2523 10.6739 10.4254 10.1817 11.6563 10.1033 13.9511 12.9321 10.1848 14.0424 11.4804 10.017 9.92299 9.72474 11.8277 11.8776 10.648 12.9891 9.69621 12.9667 10.7902 9.59655 10.0504 9.57382 9.11325 9.09064 8.79839 8.73915 10.7655 8.59904 8.44374 9.03019 8.47921 8.22765 8.20638 9.19706 10.4054 10.1701 11.0787 9.40576 14.0499 10.6902 8.88797 8.24775 8.14671 8.93113 8.91104 8.04202 7.95986 7.91972 7.88798 7.84723 7.81283 7.50747 8.67735 7.47378 7.35945 7.35483 7.33905 7.23986 7.08 8.11416 7.0267 6.78873 6.60309 6.36115 6.29721 6.28196 9.68993 6.95209 6.23164 9.91723 6.19545 6.00485 5.99986 5.90758 5.90522 6.81148 5.86447 5.71441 5.6519 5.63814 6.17662 7.67698 7.11601 6.09403 6.90688 5.61633 5.59177 5.51142 6.39258 5.65447
threshold=8957.2500000000018 1.0000000180025095e-35 0.048405330788375868 28118.250000000004 3562708.5000000005 10153.845000000003 -2792.4999999999995 0.026703233680511428 853218.94500000018 5962.0275000000011 2.9999877778279838 0.083300000000000013 95645.550000000017 9133.9537500000024 58.500000000000007 -0.0031160782091319557 -1617.4999999999998 1783392.7500000002 0.15955000000000003 0.049999656087035625 1.1266255989048599 0.0092724757680630026 -0.0019572718301787968 1.0000000180025095e-35 0.17693532586765701 0.0033847222803160553 0.031793976202607162 151344.65250000003 0.060094613581895835 -0.01953156758099794 53198.100000000006 4106.0036221012024 2.6862620915993216 1095.5000000000002 16.500000000000004 -0.011121424846351145 1213650.0000000002 0.71815290822747402 0.46327562822213769 0.2064212357468577 -860.36607142857133 4503.5991052305171 0.13124647978067347 306675.00000000006 15.500000000000002 1.0092029153824098 -343.49999999999994 30247.515000000003 0.098150000000000015 761735.13750000007 57332.625000000007 0.96837370618975649 1.0280810618750003 -0.014332512393593786 0.013556558638811113 0.094640267750757165 0.99999598299305592 -1739.4999999999998 316505.02500000008 -0.0076883335132151833 163486.35000000003 -0.074805811047554002 3.7912443131933915 1.0000000180025095e-35 -0.0040417155250906936 0.040060576051473624 35647.328863636372 0.032496491542401619 1122142.5000000002 0.96605118655344902 -0.022063490003347393 0.0045445584692060956 0.23156989370653117 -2259.4999999999995 0.0082864616997540014 0.22566896757099117 0.00015244083624565977 0.010089500000000001 0.075050000000000019 0.03305000000000001 0.088514208793640151 -616.49999999999989 -213.49999999999997 0.78059206301285522 0.0016542434459552171 1.0000000180025095e-35 -879.49999999999989 6.2965590980646544 0.0099950036965310591 0.12975000000000003 0.10795 1.0390392118991925 0.93540000000000012 0.011212046258151533 347993.92500000005 0.015050000000000003 0.0043964534997940072 3049.8000000000006 0.57288033336122901 0.065707903355360045 -0.0020390811841934915 0.53950103950103967 0.00059818071895279001 0.013000309932976963 6492.1050000000005 0.071654281318565813 13573.987500000001 0.0067417460959404716 0.0071969999999999508 40160.250000000007 4.500965250965252
decision_type=10 10 10 10 10 8 8 10 10 8 2 10 8 8 8 2 8 10 10 10 2 10 2 2 10 2 2 8 2 2 10 2 2 10 8 2 8 8 10 8 10 2 10 2 10 10 10 8 10 8 8 10 10 2 2 2 8 8 10 2 8 2 8 10 2 2 10 10 10 10 2 2 10 10 2 8 2 2 8 8 2 8 10 8 2 10 10 2 2 8 8 10 8 2 8 10 2 10 10 2 2 10 2 2 8 8 10 2 2 10 8
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Tree=279
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decision_type=10 10 10 10 2 10 10 8 10 10 8 10 8 8 10 10 8 10 8 8 2 10 2 10 2 8 10 2 2 2 10 2 2 8 2 2 2 2 2 2 10 2 10 8 10 2 2 10 10 10 2 2 2 2 2 2 2 8 10 10 2 10 10 10 10 10 8 8 10 2 10 10 2 8 2 10 2 8 2 2 2 10 10 2 2 8 2 8 2 2 8 2 10 10 10 2 10 8 2 2 10 10 10 2 8 10 2 2 2 8 2
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leaf_count=4466 579 122 9042 5840 6817 193 12225 622 288 604 1744 466 655 422 465 416 3609 254 115 282 16593 522 435 435 570 94 726 107 1566 396 1557 445 2493 163 7686 130 602 609 119 2263 1172 631 1392 11065 776 942 766 2128 1189 4002 36 125 222 646 341 608 334 1777 1054 105 593 624 1168 292 156 174 986 9966 2180 1066 621 1209 974 13971 803 264 3992 1217 169 1700 778 530 188 7176 6248 110 415 305 157 736 492 1572 2193 1529 968 489 446 4691 3996 116 156 454 169 403 1189 1445 1803 320 1352 2076 179
internal_value=0 0.00034403 0.000460861 0.00102766 -0.000379683 -0.00133381 3.26248e-05 -0.00188305 0.00103709 0.00236523 0.00207233 0.00316498 0.00260343 0.000378128 0.00144982 0.00757431 6.60241e-05 0.00495163 0.00964916 0.000395381 0.00372242 -7.41592e-05 -0.00250406 0.0164313 0.000155529 0.0111452 0.0129671 0.020202 0.00316802 0.000853721 0.000160144 -0.00223026 -0.00298142 0.0235444 0.00187092 0.00839183 0.00476076 0.0022969 0.013066 -0.00378693 -0.000945407 0.00319268 -0.000600196 -0.000145322 0.00897171 0.0129414 0.00617884 -0.00225402 -0.00348174 -0.00426331 -0.00234509 -0.00410652 0.00306945 0.00537756 0.00887276 0.000753296 0.0152866 0.00264624 0.00568687 0.00879581 0.00260704 0.000547051 0.00476707 -0.0011143 0.00837159 0.00796908 -0.00382184 -0.00518022 0.000309392 0.0065788 -0.00311626 -0.00426932 -9.67079e-06 2.71425e-05 -0.000970138 -0.00507557 -0.00100145 0.00821583 -0.00627819 -2.16923e-06 0.00402175 0.00832406 0.0138617 0.00140624 -0.0045443 0.00701681 0.0109366 0.0147761 0.0187063 0.0219991 -0.0071717 -0.00460325 -0.00203193 -0.00216938 0.00108875 -0.000290167 0.00178714 -0.00784747 -0.00525808 0.0173855 -0.00624227 0.00254934 -0.00126181 0.00956756 -0.00409244 -0.00110699 0.00566429 -0.00375147 -0.00529289 0.00278569 0.00407034
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is_linear=0
shrinkage=0.0227381


Tree=280
num_leaves=112
num_cat=0
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split_gain=14.6411 14.4589 14.2028 12.3087 12.3343 11.6872 13.6928 11.7602 11.6975 12.1591 11.3873 16.8751 12.2228 10.8936 11.3496 10.7046 10.6806 10.6275 10.5792 10.3191 10.3143 10.1191 10.0315 10.1079 13.0863 11.1116 9.9143 9.82261 10.5078 9.62431 9.55639 9.41303 11.286 10.9121 10.1154 9.39608 9.7794 9.46304 9.28976 9.24905 9.16852 8.98547 11.6064 10.2903 11.2883 8.9278 8.83318 8.71813 8.65999 8.5645 8.50204 8.49983 8.49248 8.37685 8.3231 9.68309 8.21548 8.13177 11.3906 8.09747 8.5665 11.038 10.15 13.3525 11.355 9.39612 9.16355 8.73842 8.62567 8.07133 8.22337 7.94221 10.1873 7.8686 7.82666 9.53197 7.77699 9.08248 7.67259 7.65687 7.61095 7.48889 7.34932 7.31169 7.26234 7.24916 7.22315 7.20094 7.18326 7.07871 7.05181 7.04556 6.92904 6.72625 6.6698 6.59869 6.59457 6.76409 9.5855 7.20764 6.51586 6.46833 6.41971 6.24787 7.75388 6.11877 6.10465 6.00547 5.81693 5.67385 5.6124
threshold=1.5000000000000002 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 -4763.4999999999991 1.0000000180025095e-35 22.835271317829463 5.5000000000000009 35264.250000000007 0.16363530082794078 0.48034916116072962 -150.49999999999997 148201.53750000001 890973.00000000012 0.12205000000000001 0.677949279279496 1.5000000000000002 70.718926735542212 -0.0099563272669911367 144680.25000000003 0.0039500000000000013 -0.0057502978015691033 5.5000000000000009 16.500000000000004 -0.02602905128151178 0.26498169845981018 0.0027151057729497556 2.475193506436848 0.0026902224635705356 0.00079845241270959388 13.500000000000002 0.11460000000000002 566.95961437425183 4.5000000000000009 -2209.4999999999995 0.010659750550985338 7.5000000000000009 3.1642842644715441 -0.017580556683242318 5.2517377706320039 -0.017763655632734295 -0.040639253333210938 619951.50000000012 1.0139917146810749 2.1742581090407183 -2368.4999999999995 -0.050117665901780122 0.011674621253012574 0.19411612068228529 0.015682080760598186 0.02521543670445681 735.07083557912699 34228.125000000007 487.72222222222229 25.575633127994525 69.500000000000014 92402.175000000003 56657.850000000006 2.5000000000000004 0.060250000000000005 -1187.8452380952378 0.0073020267300307759 -0.016037853434681889 0.028571011498570446 24.500000000000004 887.50000000000011 -0.022273277863860127 14.143593519882181 586.07142857142867 26260.500000000004 0.0093954978510737436 9.5000000000000018 25242.155000000002 -0.0081870686262845976 30.500000000000004 0.081124945189035139 17292.476250000003 -0.016345009207725521 4.2435728411338181 0.22585000000000002 0.18414665256520629 11.500000000000002 0.97883538633818601 0.51279278391854921 38.788501026694057 0.73202827069305809 13413.622500000001 -0.010631448589265345 0.12120000000000002 754965.00000000012 -0.027522040531039235 0.14673434542457858 11.500000000000002 0.21432308712530768 -0.0065500542987138024 0.0018500000000000003 0.74621600654386555 -2949.4999999999995 0.0057251462712883958 -0.0075667467899620524 0.013711693231016399 1738.5000000000002 -1230.3019480519476 0.28432059381593267 0.49163599844966138 0.079050000000000023 0.0014494691858999433 -0.0055021087173372498 -641.49999999999989 -0.00025749190535861993 0.067653879523277297
decision_type=10 2 2 8 2 8 8 8 10 8 8 8 10 10 10 8 8 10 2 8 8 2 8 2 2 8 2 2 2 2 2 10 8 2 10 2 8 10 2 8 2 2 8 10 8 2 2 2 8 2 2 10 10 8 2 8 8 10 10 10 10 2 2 2 8 8 2 10 10 10 2 2 8 2 8 2 10 2 8 8 2 10 8 10 2 10 10 2 10 2 2 10 2 10 2 10 8 2 2 2 2 8 8 10 10 10 2 2 8 2 2
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Tree=283
num_leaves=112
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split_gain=16.8486 11.701 11.2502 21.4973 14.1666 12.7811 12.2122 11.8719 15.9332 11.6698 11.3251 11.0429 14.0986 11.5236 16.7748 15.2901 10.8208 10.7688 12.0099 9.92003 11.9377 11.6687 9.71704 9.62767 9.48661 10.981 9.45754 10.1566 12.3543 9.45524 9.49513 9.25096 9.36233 9.22766 9.21957 10.096 9.60181 9.98698 9.17696 15.0864 10.791 9.95003 9.1763 10.9969 9.85056 10.0883 10.8274 9.17249 12.8727 9.04025 8.97261 8.81539 8.72139 8.59437 9.42437 8.94057 8.59437 8.63901 8.58143 8.48017 8.55463 8.37381 8.2752 8.25497 8.22977 8.14027 8.12787 8.49892 7.9927 7.93423 10.7625 7.8815 7.6806 7.80573 7.65209 7.63751 11.1218 8.51545 7.62896 7.61631 7.57213 9.03221 7.54295 9.32782 7.52695 7.41755 9.31547 8.69305 8.21852 7.42318 7.37279 7.3727 7.35967 10.8512 10.1236 13.2622 16.8628 12.2763 11.5813 9.71756 9.21527 9.01174 15.2831 11.6794 8.61837 8.21337 7.91105 7.77662 7.76151 8.36914 8.29402
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decision_type=10 10 2 2 2 10 8 8 2 2 8 10 8 2 2 8 8 8 10 10 2 2 2 8 10 2 2 2 2 10 2 2 10 10 2 10 8 2 10 8 8 2 2 8 2 8 2 8 2 2 2 2 2 10 10 10 10 10 10 10 2 10 2 2 10 10 8 10 2 10 2 8 2 8 2 2 8 2 8 2 8 2 2 10 10 10 10 8 10 8 10 10 2 2 2 2 8 2 10 2 10 8 10 2 8 8 10 8 2 10 2
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leaf_count=2773 849 223 425 5053 280 9064 539 20471 756 105 15387 1625 475 138 2738 672 428 2940 1329 902 837 467 656 503 430 684 22477 2505 1287 347 4740 433 849 1491 4039 482 5875 2119 3056 275 354 172 3071 7122 87 14733 1379 1747 235 1059 1068 315 4128 935 248 402 534 816 1847 146 468 1031 628 563 1778 271 553 443 572 246 166 2452 135 342 93 460 267 1427 727 181 137 556 529 841 1036 3171 336 105 191 2431 575 729 2290 992 703 2196 400 1136 130 269 1643 615 627 266 152 1531 238 728 987 1028 475
internal_value=0 -0.000326512 -0.000371379 -0.000936469 0.000600655 -0.000502128 0.0014795 -4.97437e-05 0.00350286 -0.000428525 0.00090494 0.00230357 0.00312375 0.00506115 0.00592822 0.0115723 -0.0028091 0.000224741 -0.00141541 -0.00190337 0.00371184 -0.00315745 0.00956373 0.00168654 7.29136e-05 -0.000624212 -0.000799476 0.000289215 -0.00381871 -0.00198881 -0.00239583 0.00629625 0.00940776 0.000931994 -0.0025488 -0.00477828 -0.000831904 0.00124499 0.0012804 -0.000548451 0.0038921 0.00555394 -0.00209865 -0.00397171 -0.00070005 -0.000944223 0.00486641 0.00350272 0.00844883 -0.00178886 0.00816547 -0.000935846 0.00367325 0.000784045 -0.0023617 0.00649958 0.00833097 0.0129468 0.00184445 0.00682798 0.0111249 0.00335539 -0.00165619 0.00454148 -0.00439763 0.0143421 -0.00654731 -0.00769766 -0.00412684 -0.00246018 0.00192039 -0.00219205 0.012689 0.0147523 -0.00389128 0.00361646 0.0114228 0.00191232 -0.00350009 0.00654298 0.00767925 0.0112235 0.00221188 0.00635366 -0.00370658 -0.00389864 -0.00143681 -0.00718344 0.000337714 -0.00850574 -0.000325427 0.0139945 0.00232059 0.000339076 0.00353326 0.00141403 0.0048341 -0.00219457 0.00607843 0.00924903 0.00150059 0.0091467 0.0132219 0.00232906 0.00308598 0.00712401 0.00480091 -0.00214334 0.0105932 0.0127562 0.00220334
internal_weight=0 10601.2 10571.9 6685.6 3886.34 2362.48 978.381 4543.16 430.89 4112.27 939.919 1523.86 1290.96 769.971 701.563 190.134 2142.44 520.987 418.913 1384.1 138.48 65.5235 72.9569 2687.24 853.028 792.678 3763.95 1968.52 260.595 1795.43 1695.22 207.488 141.783 1707.92 1245.62 535.245 710.379 439.008 2479.75 900.519 268.331 237.889 1811.58 767.664 1043.91 1038.9 126.652 348.314 117.117 912.249 60.3497 46.1559 511.429 231.198 152.377 78.8211 86.891 57.0011 385.841 223.118 109.275 160.722 454.131 100.214 258.191 83.7984 330.864 299.051 271.371 632.188 155.563 232.898 104.097 92.2674 201.318 302.355 45.3897 256.965 68.4081 102.074 75.3311 58.2843 113.843 72.7251 80.2321 476.625 279.507 197.118 241.925 183.962 389.038 70.9609 1579.23 603.73 975.499 539.591 275.533 264.057 435.909 246.438 531.105 168.633 100.488 68.1449 414.241 157.437 143.823 106.901 225.847 175.997 49.8504
internal_count=200968 166964 166741 101258 65483 44751 19738 66127 7530 58597 19458 20732 17762 10028 9163 2297 35131 7734 7078 25013 2862 1369 1493 34004 17569 16071 53881 27760 3792 26121 25211 2608 1759 23968 22151 9546 12605 7994 31396 11934 3284 2781 29082 11396 17686 17599 1807 4716 1384 15792 1498 550 6866 3332 1995 1337 1889 1350 6774 2609 1093 2360 4274 910 4718 739 6049 5496 4611 8650 2170 2970 1326 1191 2545 4927 727 4200 865 656 859 693 1516 987 1311 6480 3698 2782 3362 2536 3646 834 19462 7612 11850 6671 3339 3332 5179 2889 6620 2211 1330 881 4977 1921 1769 1128 2620 2015 605
is_linear=0
shrinkage=0.0227381


Tree=284
num_leaves=112
num_cat=0
split_feature=38 38 15 18 135 72 41 195 40 19 93 184 121 182 195 191 227 16 191 203 208 174 196 57 145 18 151 185 187 5 179 141 18 40 128 15 227 122 135 93 214 7 185 122 14 126 187 41 126 12 127 48 135 208 220 192 151 212 226 10 187 31 198 223 128 182 83 209 214 15 121 135 80 17 41 162 214 126 80 179 228 65 191 41 202 74 131 229 135 220 152 127 184 121 93 195 6 126 145 152 14 72 29 184 202 228 228 53 177 204 123
split_gain=14.0842 20.5672 17.067 14.0194 13.0874 11.2978 13.5118 22.6784 11.0463 11.8611 12.1346 11.0444 10.2437 10.1919 15.4715 14.0166 13.9013 12.4793 12.4747 12.3478 17.6815 12.0308 11.5941 10.9803 10.6261 11.9475 13.8984 10.4819 10.4728 10.3569 13.8476 10.5429 10.08 10.0657 11.3119 9.76317 9.74104 9.36111 9.24611 10.4068 9.11941 8.98249 8.84846 8.807 8.79305 8.78298 11.012 10.9647 8.65355 8.50778 11.6743 10.7359 9.16031 8.76425 8.44061 13.072 8.27438 8.23794 11.5874 8.90945 8.21552 9.70431 8.19496 9.16651 10.2357 8.17664 15.5647 11.9934 8.13352 8.14859 8.01535 9.9547 7.94559 7.91541 9.66138 8.59682 7.84436 11.4852 8.22829 7.79721 8.48334 7.78163 7.77121 7.76507 7.74173 7.72888 9.05953 7.69709 7.62167 13.3377 9.6003 10.2763 9.40949 7.6618 7.56756 7.56394 7.49817 7.70656 7.39713 7.38555 7.25948 7.21334 7.19616 7.17898 7.11961 7.7236 7.04714 15.575 7.02348 7.00393 6.96186
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decision_type=2 2 2 2 8 8 10 8 10 10 10 8 10 8 10 10 2 2 10 2 2 10 10 10 8 2 10 10 8 2 10 2 2 10 10 2 2 10 8 10 2 10 10 8 2 2 8 8 2 2 2 10 10 2 2 10 10 2 2 2 8 2 10 2 10 10 10 2 2 2 10 8 8 2 8 8 2 2 10 10 2 10 8 10 2 10 8 2 10 2 8 2 8 10 10 10 2 2 10 8 2 8 2 10 2 2 2 8 10 2 10
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Tree=287
num_leaves=112
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split_gain=14.3871 11.0191 16.164 16.0429 12.6666 11.9831 10.9378 10.5707 14.58 13.4433 18.211 12.654 11.4674 11.1133 10.883 10.6827 10.5589 11.2325 17.6745 9.65681 10.6861 9.54189 9.4232 12.6323 9.41277 9.82368 9.31585 10.4643 9.05121 8.81333 8.76842 8.70004 9.60034 8.66173 8.60762 8.47377 8.34712 8.21724 8.21172 8.21517 8.12695 8.09933 7.91312 10.4715 7.72932 8.89267 7.63216 7.39907 7.35233 7.11011 6.90351 11.4823 6.66895 6.64925 6.5125 6.24548 6.20933 6.00569 5.79003 5.66823 5.60568 5.58907 5.42382 5.39469 7.09082 5.17387 5.04622 5.69377 5.03982 5.83011 4.8955 4.86443 4.77933 10.2367 7.29836 4.66467 4.56205 4.4725 4.16469 4.10427 4.09489 4.08354 4.04242 3.9183 3.89097 3.88611 3.76608 3.73031 3.73004 3.58089 3.51965 3.45288 3.45144 3.42059 3.40474 3.26983 3.26414 3.23655 3.21123 3.12541 3.08971 2.96338 2.92474 2.91141 2.87975 2.86932 2.85019 2.77041 2.75466 3.62967 3.00946
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decision_type=10 2 2 10 2 2 2 2 8 8 10 2 10 10 2 2 10 10 2 10 10 10 8 8 10 10 8 2 8 10 2 2 10 10 10 8 10 10 10 10 10 10 8 2 10 2 10 10 2 2 8 8 8 10 8 2 8 10 8 2 10 8 2 10 2 10 2 2 2 2 2 8 2 2 2 8 10 8 2 2 2 2 2 10 2 2 2 10 8 10 2 8 2 8 2 2 2 8 10 10 2 2 8 8 2 2 10 10 10 8 2
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leaf_count=64 142 64 164 32 146 118 5065 17938 6704 91832 1202 13147 248 58 321 1832 206 225 124 78 122 111 282 277 131 375 352 367 10922 692 7610 197 93 300 174 2224 153 534 12885 2307 82 127 193 262 97 134 162 134 125 91 4012 273 35 90 289 119 273 311 215 256 230 1161 163 143 122 153 93 93 138 88 57 149 395 96 239 276 327 115 92 133 120 208 150 80 155 688 163 114 101 145 261 487 585 374 321 90 74 161 574 135 111 826 308 262 238 91 54 129 199 152 2375
internal_value=0 0.000269567 0.000413511 0.00675554 0.00225836 0.0161197 0.000307714 0.000256412 -8.76902e-05 0.00021748 0.00242779 -0.000145983 0.000168652 -0.00263963 0.00155527 0.00168002 -0.00275379 0.000656981 -0.00287174 0.0013094 0.00019465 0.00999831 0.0106823 0.0147794 -0.00542851 -0.00644985 0.000738686 0.00215776 -0.00427696 -0.00465895 -0.000131712 -0.00779166 -0.01001 0.0110758 0.00659885 -0.00294097 -0.00321435 0.021397 0.00310023 0.00258412 -0.00523352 0.00411735 0.00718868 0.0129709 0.00931238 0.0126198 0.00180641 0.0198987 0.0129387 0.0161303 -0.00811147 -0.00155517 -0.00702969 0.00758717 0.016491 0.00874175 0.0132601 -0.00658816 0.01118 0.0158222 0.00238255 -0.00976588 0.0122179 0.00101359 0.00828475 -0.00323274 -0.0102095 -0.0115702 0.00287778 -0.00102874 -0.00553259 0.00507037 -0.00833909 -0.00075249 -0.0101357 0.00148385 0.0227646 0.000636164 0.00814488 -0.0063413 0.0153311 0.00170605 0.0112924 0.0266695 0.00418907 -0.00905746 -0.00126112 -0.0134822 0.0167529 0.00313006 -0.0127729 -0.00877175 -0.000546101 -0.00480623 -0.0121625 -0.00212147 0.0228225 0.00880394 -0.00453817 0.0146469 0.00505802 -0.0154566 0.00227031 -0.00220896 -0.00364684 -0.0115659 -0.00122184 0.00586827 -0.012848 -0.00288204 -0.0142713
internal_weight=0 13059.8 12473.4 195.797 139.483 56.314 12277.6 12216.8 9664.46 8639.22 1213.12 7426.1 6681.98 1025.25 2552.35 1141.86 586.441 260.605 166.291 2494.97 1543.63 54.8293 57.3795 45.8799 325.836 306.15 336.225 298.355 689.021 678.705 1506.93 112.979 100.334 36.7036 94.3139 744.12 84.6537 31.4124 951.339 910.818 241.737 38.6704 53.3114 32.9349 60.7578 50.7131 69.5654 48.4418 71.2609 24.7485 260.811 66.858 49.4524 19.6856 41.683 32.6033 48.9646 219.224 17.4055 43.5599 22.5496 45.5143 40.5209 41.7185 18.6832 20.3765 193.953 168.526 45.3391 39.9158 23.0352 23.0243 177.505 36.3239 141.182 14.0463 42.2933 10.9824 17.3218 27.897 18.0927 20.8316 13.3658 31.0852 19.7854 45.9833 15.3528 77.7843 8.51473 11.1646 154.48 37.87 25.4276 36.9621 120.35 14.5106 20.5356 12.0188 21.8638 13.7207 11.2081 65.0639 17.0042 14.4675 11.1709 38.6326 12.7204 7.27614 116.744 17.8407 98.9035
internal_count=201092 195836 182683 3608 2674 934 179075 178336 135257 117314 9863 107451 92080 17943 43079 8536 13153 4485 2726 41403 25970 895 1676 1355 8668 8108 6271 5432 11672 11614 25548 1831 1634 422 1759 15371 1779 811 15433 15192 5256 854 895 549 739 675 1379 770 1327 380 7068 1748 1260 560 541 491 784 5114 488 752 415 1196 241 897 400 346 5320 4642 1040 902 497 405 4217 641 3576 369 636 206 322 653 282 447 246 407 252 925 287 1219 232 278 4273 839 678 888 3129 209 347 249 701 278 229 940 514 544 328 779 279 186 3047 351 2696
is_linear=0
shrinkage=0.0227381


Tree=288
num_leaves=112
num_cat=0
split_feature=175 38 38 15 217 207 205 95 46 135 187 136 143 179 40 215 93 133 190 152 120 190 144 161 222 197 195 218 190 178 133 156 215 168 200 130 144 145 203 42 165 143 199 144 134 228 220 67 183 143 225 226 134 203 224 203 144 13 218 141 231 14 231 136 230 48 219 222 205 227 180 206 17 149 156 180 213 188 220 190 217 220 133 216 233 213 31 141 203 222 211 215 199 219 219 141 31 225 156 216 220 216 188 229 224 217 182 195 132 120 227
split_gain=12.2783 12.7788 22.4925 17.913 11.8333 11.4662 11.2563 11.6778 11.3885 11.0852 10.666 10.318 16.8223 13.1307 12.0426 11.7825 10.0527 10.645 11.6983 10.019 12.2499 10.0367 9.81174 14.8974 9.77885 9.5841 11.4549 14.465 11.1559 10.8504 10.6006 10.4672 10.5352 12.7422 9.84177 9.18498 9.75529 9.08228 11.5751 9.07141 9.02793 8.75209 8.74523 8.72205 9.66151 11.5649 9.92898 9.79544 9.14414 9.10121 9.02444 15.0437 8.76946 8.54491 8.52829 8.50917 8.46062 8.31354 8.2609 9.71814 8.25453 8.44212 8.21076 7.98262 9.44219 8.66085 10.769 7.8986 7.79582 8.9002 7.72932 7.72013 7.64665 7.54065 7.4867 12.007 7.03713 6.91737 6.90999 6.83918 6.80807 6.79911 8.77114 11.7028 7.49105 6.74813 6.73975 6.62966 6.57114 6.22261 6.20973 6.11067 6.05457 5.70301 5.60314 5.57438 5.53367 5.35313 8.6757 5.35169 7.78673 5.16828 5.11576 5.07568 4.98024 4.83502 4.40597 4.30663 4.19031 4.09169 5.54144
threshold=10.500000000000002 41.500000000000007 7.5000000000000009 -10608.499999999998 -0.038223871961235993 -0.049508374184370034 -0.096158787608146654 1.0000000180025095e-35 0.011750000000000002 0.011004265927172003 2.3173043578777022 1.6587293409634829 -2776.4999999999995 1.0043964794084685 0.47568246493323502 -0.0057204267941415301 -2.4999999999999996 0.25115961797714298 13.500000000000002 149742.90000000005 4.7484346423820636 5.5000000000000009 -618.49999999999989 0.0082047091170266827 -0.0023050619056448336 1.0259596503083306 28.546411483253593 0.00060807322734035562 30.500000000000004 0.22902097902097904 0.18673395252543901 16746.750000000004 -0.0080681159161031229 4.5000000000000009 13.500000000000002 0.74188551868719521 -376.49999999999994 1026.2855189752192 -0.086884889751672731 0.083650000000000016 0.73508771929824568 -1433.4999999999998 119105.23387195123 -14.499999999999998 0.28690060805206263 -0.018542237579822537 -0.016735503450036045 0.092550000000000007 -2140.4999999999995 -2887.4999999999995 0.013055640272796156 0.013872053474187853 0.35853519717451504 -0.072964839637279497 0.003104689647443593 -0.053152944892644875 -1361.4999999999998 1.5000000000000002 0.00695889093913138 0.58499308247022808 0.013691732194274666 0.0063005000000000014 0.0060778567567467698 0.51502497423662252 0.0096688731573522108 0.12120000000000002 -0.012867814861238001 0.0070688172709196815 -0.040214324370026582 -0.011051852721720932 13573.987500000001 0.072086125612258925 -9075.4999999999982 -1022.9285714285713 150000.25500000003 15370.948750000001 0.034058580175042159 0.46679636835278865 0.01116459956392646 79.500000000000014 -0.0029429420828819271 -0.028956499882042405 0.26374212769456062 -0.023915080353617665 0.00030174815037753438 -0.021862598136067387 11.500000000000002 0.12066993543650993 -0.018902171403169628 -0.010518299415707586 -0.00027099129511043424 0.017286950722336773 110921.75457589286 -0.022517228499054905 -0.0082270633429288847 0.39496110413736335 5.5000000000000009 0.0054492314811795959 34108.942500000012 -0.021472805179655548 -0.013729278463870285 0.015339178964495661 0.95020661157024799 -0.011765300761908291 0.0057955072261393079 0.01243422878906131 -1040.9642857142856 12.936608398633718 0.091878943197622867 1.9999862434814251 0.0088361240923404711
decision_type=10 2 2 2 2 2 2 2 10 8 8 10 10 10 10 2 10 8 10 10 2 8 10 10 2 10 10 2 10 10 10 8 2 8 8 10 10 8 2 10 10 10 10 10 10 2 2 10 8 8 2 2 10 2 2 2 8 2 2 2 2 2 2 10 2 8 2 2 2 2 8 2 2 8 10 10 2 8 2 10 2 2 10 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 10 2 2 2 8 2 2 2 10 8 8 2 2
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internal_count=201026 200876 177964 581 22912 177383 21818 2005 172769 157238 151036 31496 20086 119540 101543 17997 19813 4614 1566 1258 812 3857 19001 3712 15289 9548 4969 5741 4579 3039 2417 1881 453 4835 6202 11410 928 1000 953 622 15531 633 463 14898 1097 639 13801 11616 673 874 6025 5618 407 1094 906 596 595 2185 316 481 1976 757 546 334 827 289 458 216 391 302 612 267 308 218 211 538 328 282 224 1752 177 1671 258 439 651 235 170 181
is_linear=0
shrinkage=0.0227381


Tree=290
num_leaves=112
num_cat=0
split_feature=26 14 5 26 39 180 40 232 204 205 178 142 183 7 93 233 69 19 8 185 182 93 205 30 222 217 143 188 12 143 30 207 225 125 217 125 39 18 222 228 179 18 40 38 225 40 221 93 189 184 179 39 16 167 153 186 220 18 226 38 54 14 186 191 27 7 37 66 155 155 42 187 180 31 171 206 45 177 181 228 132 57 187 215 196 188 222 192 130 213 215 55 143 64 144 220 211 187 122 222 190 228 187 213 217 56 190 155 180 55 199
split_gain=11.6234 12.613 13.6098 11.9423 12.1396 11.9889 11.4787 11.8212 11.3192 14.8002 12.4881 11.2106 11.1647 11.0807 10.7367 14.3852 10.3982 10.343 13.1729 14.2014 11.9268 13.9475 12.5023 10.2287 9.97234 9.80317 9.79631 9.43267 9.75864 9.15619 9.97562 9.03717 8.64736 8.57766 10.2184 9.73852 8.89481 10.8798 8.55376 8.31307 8.01504 7.94901 11.1572 10.2273 8.19611 8.4913 8.08856 7.77278 9.75097 10.8829 9.26524 7.74911 10.1147 9.57145 8.1562 7.74244 7.43385 9.70449 8.24677 7.19585 7.16102 7.04835 6.8535 6.82073 6.77247 7.57348 6.67779 7.51802 6.6245 6.62261 6.54788 6.54157 6.58629 6.50383 6.45816 11.3381 6.45044 6.37936 6.31371 6.30679 6.29033 6.27985 6.64357 7.24555 6.65178 6.27393 6.19429 6.27748 6.11418 6.10608 6.08154 6.46488 6.09602 6.06363 6.64728 5.96243 5.93423 5.86069 5.91294 5.70407 5.68597 5.65442 5.6526 5.5874 5.82202 5.55676 5.46504 5.46218 5.36647 5.33919 5.32897
threshold=3.5000000000000004 0.041006000000000008 429075.00000000006 4.5000000000000009 0.14353627323946452 37683.746250000004 0.0092724757680630026 -0.0055441528093069783 0.0069808415137231359 0.045579126104712493 0.56904761904761914 -755.94999999999993 -2784.4999999999995 21615.750000000004 -1414.4999999999998 0.0048788725398480901 0.033950000000000008 2.5000000000000004 329445.00000000006 -9523.1339265306106 -1805.9166666666663 -1.4999999999999998 0.024789602495729927 3.5000000000000004 -0.0088436612859368307 -0.030712614767253395 -2463.4999999999995 0.33409785932721719 1.0000000180025095e-35 -1373.4999999999998 3.5000000000000004 -0.024486807174980637 -0.013142936397343872 3.0431211498973312 -0.010074958205223082 1.2498288843258045 0.40477396739119725 -3170.4999999999995 0.0060392192099243411 -0.013165460433810948 0.50713598834123996 -1719.4999999999998 0.51965344241674649 25.500000000000004 -0.013837920967489479 0.5498225554821502 0.0090970583260059374 -472.49999999999994 0.12771867612293145 34721.55000000001 1.0342856812788115 0.46886729449667675 -757.49999999999989 0.15587044534412958 443377.46250000008 22500.045000000006 -0.010986876673996447 -3122.4999999999995 0.013644532766193153 40.500000000000007 0.0076000000000000009 0.010211500000000002 19286.505000000001 11.500000000000002 3.5000000000000004 41694.750000000007 1.0000000180025095e-35 0.08865000000000002 215578.94113636369 123176.25000000001 0.064000000000000015 5.8215669988925809 15168.105000000001 10.500000000000002 140.50000000000003 -0.015012801159173248 0.81300000000000006 0.36899313501144165 146069.48863636368 0.0045310144778341064 0.035886323237495042 0.037050000000000007 9.2736185383244223 -0.0027169629465788598 0.74192142582764398 0.46679636835278865 -0.029793325811624524 0.86023255813953503 0.39392356087139452 0.031501628458499915 0.021642492152750496 0.014350000000000002 -525.49999999999989 0.10415000000000001 -237.49999999999997 0.010705743450671436 0.018045818433165554 15.656081989247314 0.032258442820962248 -0.0035879922797903414 96.500000000000014 -0.011332491412758825 17.005434782608699 -0.056281603872776025 -0.031923843547701829 0.14550000000000002 46.500000000000007 80562.300000000017 15896.953125000002 0.0029500000000000004 235923.7351339286
decision_type=2 2 2 2 10 10 10 2 2 2 10 8 8 10 10 2 10 10 10 10 10 10 2 2 2 2 8 8 2 10 2 2 2 2 2 2 10 2 2 2 10 2 10 2 2 10 2 10 10 8 8 8 2 8 8 8 2 2 2 2 10 2 10 8 10 10 2 8 8 10 8 8 10 2 8 2 8 10 10 2 8 8 8 2 8 10 2 10 10 2 2 10 10 10 8 2 2 8 10 2 10 2 8 2 2 8 8 10 10 8 10
left_child=8 2 3 4 12 6 7 -5 9 10 41 47 -2 -11 15 24 64 20 61 -20 21 -8 -22 102 -6 95 -12 76 66 30 -27 73 -9 34 85 63 55 93 71 -26 -34 42 68 44 107 -46 51 86 49 -49 108 52 88 -53 -55 81 58 -58 -45 -40 74 -19 -39 -36 65 -15 67 -29 97 -28 -70 72 -16 -25 -30 -76 -3 -31 -65 -48 -51 -35 83 -83 -84 -13 -10 100 -43 -77 91 -62 -93 94 -38 -14 -96 98 -1 -81 103 -99 109 -88 -105 -33 -89 -44 -50 -4 -7
right_child=1 27 23 5 14 110 17 32 11 13 26 33 25 16 38 -17 -18 18 19 -21 22 -23 -24 31 39 29 69 28 60 77 -32 105 40 36 35 -37 37 62 59 -41 -42 46 43 56 45 -47 79 48 50 80 -52 53 -54 54 -56 -57 57 -59 -60 -61 90 -63 -64 78 -66 -67 -68 -69 70 -71 -72 -73 -74 -75 75 89 -78 -79 -80 99 -82 82 84 -85 -86 -87 87 106 -90 -91 -92 92 -94 -95 96 -97 -98 101 -100 -101 -102 -103 -104 104 -106 -107 -108 -109 -110 -111 -112
leaf_value=0.0045450720802873278 -0.0067710982676304106 0.016968516665567833 0.0077206987449521024 -0.0055300161875185558 -0.0022015756724608933 -0.0067313650995781378 0.0010439246271540064 -0.0041344102919261341 0.0086585292570493227 -0.0034622298355691792 -0.0064408405906687984 -0.0083878947062968681 -0.0059553213052647939 0.025618482687456302 -0.0061255693716592745 -0.0064258357992580022 -0.0077740901533180015 -0.0065259572224883296 -0.0078172331542996874 0.00082427049566084092 -0.00016089438010841856 0.0071947283123438991 0.0021245468009572599 0.0029670055849343219 -0.0036808261740807445 0.0042470829858674772 0.017702466884409809 -0.0052052220218377979 -0.0077558053627222612 -0.0043586235714286785 0.012047621459062631 -0.0074043780598451112 -0.0018082268582609545 -0.0059680317449900336 0.0096696572521235927 -0.010685602783049584 -0.0063992574443224835 -0.015464561699644851 -0.0028265898989118803 0.021547793123426015 0.015854918207857036 0.010227727511112042 -0.0040022158173838585 -0.0087483921620726667 0.0064204201666625844 -0.011893560868904566 -0.0071552948863192736 0.012593403895410004 0.017648093568554804 0.0051734567048257732 -0.0096113957394185351 -0.0046339941363844712 -0.010539038818544308 0.015283617202146303 0.0036932030307050192 -0.0066763611193661615 0.014192100909806596 -8.45117105565015e-05 0.010350647935046682 0.01129888447611355 -0.0071900707780244051 -0.0018739368127123554 0.0058456709277456614 -0.0097141598152580139 -0.0029717025786611456 -0.00074267797862652158 -0.0056897806004012766 0.013674856705187758 0.0027471941433803828 3.9172199897630496e-05 -0.012152766963251046 -0.0096839898764526054 0.00963612376551253 0.026078595325160148 0.0067661231277322013 -0.0092431417811156841 -0.0018068553623191959 0.0044715692363917047 0.006781763436439929 0.010189480107286344 -0.0096557462953354573 0.0094113882558851149 -0.0036716958660849021 -0.0041958617725406603 0.014647187738454056 0.0083666966437981657 0.0052852327261657056 0.0087713966135998869 -0.0060698996091199447 0.0057573120347119465 -0.0082625437701552961 0.014102414895335837 -0.0063717857115863103 -0.0085043121834525118 0.021650683620862931 0.0081075259615087675 -0.0030569804401005358 -0.0091926150423133172 -0.006475378422899393 -0.0046487031378765085 -0.00093016419446879082 0.0057537396106047559 0.010775998908205631 0.0012962935316938396 -0.012818873276151166 0.0092992447708423014 -0.0086659733707283824 0.015083718215257974 -0.0014419868052582038 -0.0073884342038924907 0.0063331931356684279
leaf_weight=23.063345427624881 34.919324263930321 11.750897502526643 9.139463176019488 24.769445268437266 15.920330626890062 154.04206106811762 506.45458161830902 13.89828574284911 4.3955946117639533 18.551676852628589 11.768607629463075 7.7448867447674266 54.035392822697759 29.02101050876081 22.350281455554068 26.948631808161736 4.0392573941498986 230.87400215212256 96.358274042606354 1549.4213059283793 4543.2336980812252 300.54121203813702 1691.6671788357198 10.951847568154333 5.4402675451710811 175.84639406297356 32.779235785827041 9.7961275512352568 270.19323760829866 47.975660353899002 185.6049309130758 10.005010174121709 13.980991184711455 12.554600414354352 18.918086506426334 102.21174681000412 4.1268190704286098 30.209788843989372 40.73671343177557 30.168555249460042 70.629218131303787 26.487467486411333 9.3294974621385354 28.092321205884218 10.736327936872838 52.847980286926031 70.940131716430187 8.2640793267637473 19.691173422150317 12.056286665610967 5.8681419454514971 27.400558752939105 31.096794587559998 52.739358762279153 79.887777118012309 19.568017613142729 50.922205610200763 41.803909389302135 8.9551120586693269 22.231468189507723 7.2114698174409559 607.41966915130615 4.9538324549794188 27.067201361991465 4.3692006673663846 6.0682208128273478 16.433567123487592 31.284619522280991 14.766691053286193 14.98905089125037 88.19609578512609 98.990333783440292 16.105035196989775 22.493931129574776 46.259963937103748 62.553412436973304 14.907154614105819 169.36306825466454 10.803144513629375 19.80420059338212 81.429437135346234 28.986594801768661 8.4127018190920335 36.215999821666628 64.116456688381732 38.564677445217967 5.7302305065095416 14.58721509948373 11.137653226032851 11.272311164997516 11.232233345508574 28.715420470573005 4.111153966747227 4.7288221418857566 10.834503213875001 12.648108957335351 4.2030488802120081 8.5252427738159877 169.37079284526408 18.259677294641733 34.3140525566414 51.931085651740432 11.865075073204933 14.731857772916554 189.62797842454165 15.232625080738215 7.2045857645571223 7.8633968997746697 8.7470668395981175 33.278573504649103 11.181185148656366
leaf_count=336 513 231 175 178 250 3125 9314 104 106 429 131 87 551 512 211 440 95 3410 2012 23349 60435 4246 27497 156 84 2131 263 198 6389 378 2238 278 94 173 254 1365 122 710 515 480 507 207 238 627 169 1183 915 139 271 101 109 434 321 676 1087 278 1187 909 199 274 178 9631 89 368 103 148 270 599 156 117 934 1279 146 340 886 1394 314 1640 152 207 2240 337 136 444 886 426 136 274 206 234 293 736 83 155 225 126 89 123 1994 232 813 688 294 379 5353 375 151 135 137 598 138
internal_value=0 0.000498586 0.000665512 0.000579666 0.00298956 0.000341708 0.000447941 0.00711095 -0.00143304 0.000173183 -0.000558395 -0.00337434 0.00461082 0.0102205 -0.000985305 0.0057565 0.0156645 0.000355377 -0.000904017 0.000280317 0.000800198 0.00338632 0.000461268 0.00823259 0.0121355 0.0053075 0.00883874 -0.00291322 -0.00366272 0.00625179 0.00843954 0.0141602 0.0104783 -0.000802758 -0.00409224 -0.00675946 0.00218889 -0.00493834 -0.00375349 0.017727 0.0130386 -0.00125462 -0.00288474 0.0012368 -0.00481246 -0.00840468 0.00148279 -0.00604679 -0.00148534 -0.00498475 0.00781242 0.00386833 -0.0023189 0.00650815 0.00895213 0.00478554 0.00506726 0.00829473 -0.00305149 0.00291881 -0.00481318 -0.0032084 -0.0119036 0.000782915 0.0190257 0.0218106 0.00464675 0.00905091 -0.00529503 0.0130115 -0.00996876 -0.0068022 0.00102994 0.0206654 -0.00585226 -0.00133718 0.00858915 0.00243066 -0.00462416 -0.00344014 -0.00746858 0.00655852 0.00798399 0.00224506 0.0123583 0.00468978 -0.00822392 -0.00876493 0.00517155 -0.00659101 0.00280092 0.00681681 0.0107478 0.00574962 0.0108116 -0.00266652 0.0161448 -0.0031269 -0.00501663 0.00352636 -0.00978241 0.00276378 0.000764315 -0.0111348 -0.0117901 0.00247837 0.00218544 0.00684533 0.0128046 -0.00338028 -0.00557766
internal_weight=0 11412.4 10886.7 10773.8 959.284 9814.47 9649.25 123.278 1866.61 1025.74 963.695 840.869 680.393 62.0494 278.892 78.4778 43.4977 9525.97 2484.07 1645.78 7041.9 806.996 6234.9 112.967 51.5292 645.474 59.5369 525.722 499.064 578.79 361.451 58.6834 98.5085 434.221 205.31 159 228.911 59.0568 200.414 35.6088 84.6102 904.158 566.404 210.551 80.7772 63.5843 337.754 406.648 136.056 101.75 34.3064 228.75 68.7219 160.028 132.627 169.854 129.774 92.7261 37.0474 62.9682 441.549 838.294 35.1636 56.7884 39.4584 35.0892 57.5143 41.0807 355.853 47.7683 102.963 137.446 38.4553 33.4458 390.279 120.086 26.6581 217.339 37.8703 109.004 93.4857 150.286 137.732 65.2026 72.5292 46.3096 270.592 266.196 37.6251 73.8257 51.2703 40.038 32.8266 23.8932 19.1644 66.6835 15.0376 252.89 192.434 38.0639 244.404 60.4563 54.2831 210.09 204.36 25.2376 21.7918 17.1929 28.4382 42.418 165.223
internal_count=200783 169317 157512 155296 11256 144040 140777 883 31466 14961 13674 16505 7577 1287 3679 1254 858 139894 38402 25361 101492 13560 87932 2216 814 7064 511 11805 11260 6387 4369 1149 705 6296 2652 2139 3644 1390 2425 564 601 13163 8878 4647 1725 1352 4285 10209 2997 2480 517 2931 734 2197 1763 2254 2922 2096 826 789 10193 13041 799 774 763 660 1067 797 4231 380 1090 1636 357 496 8903 2514 545 2018 520 1354 2341 1976 1803 781 1022 513 7212 7106 413 1628 1290 997 819 591 436 677 314 3141 2330 439 6681 811 1067 5868 5732 653 425 373 408 773 3263
is_linear=0
shrinkage=0.0227381


Tree=291
num_leaves=112
num_cat=0
split_feature=166 124 134 41 12 12 162 90 39 1 216 41 226 190 193 8 157 93 52 86 128 183 202 71 230 145 225 154 169 157 162 179 232 181 218 215 38 31 184 154 70 179 126 70 51 183 197 19 212 231 18 181 41 187 224 182 7 124 178 40 40 38 171 180 182 55 225 161 133 181 151 232 14 221 42 18 186 133 17 31 31 58 122 203 206 187 40 41 224 81 177 40 221 183 182 65 41 179 70 220 145 42 210 166 19 130 26 183 187 8 212
split_gain=12.0455 10.8462 11.2085 15.7169 11.0164 15.5887 15.0413 13.9009 12.5886 11.2845 11.5959 16.9164 14.1429 17.2562 11.2004 14.7674 11.0998 10.1602 12.1767 10.0672 9.97969 10.367 11.0939 9.84525 12.4555 9.7046 9.6777 9.5574 9.54611 9.37801 10.653 10.6146 9.37608 11.0835 11.0616 9.78852 12.3245 10.6821 9.3434 9.22351 9.12851 8.991 8.94147 9.70215 12.2837 8.70522 8.58854 8.58747 8.44845 8.23493 8.18337 8.14664 7.97147 7.91676 9.24149 7.9118 7.90605 11.0187 12.4809 10.3187 10.104 8.90716 7.75662 7.64534 7.41326 7.37838 7.18746 10.9851 9.66649 11.1634 8.16307 7.14057 7.09398 12.5852 10.8705 10.69 10.0872 9.98645 8.70273 8.1242 11.7678 11.2733 6.7362 6.67435 8.48295 7.41361 7.23508 7.14584 6.81774 6.58543 7.0853 6.57323 6.52712 6.5247 9.85434 6.49684 6.84038 7.70021 9.26379 6.94503 6.46683 6.43689 6.59294 6.38105 6.36077 6.28464 5.95129 5.88223 5.82487 5.7186 5.62375
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decision_type=10 2 10 8 2 2 10 10 8 2 2 10 2 8 10 10 8 10 8 10 10 8 2 8 2 10 2 8 8 10 10 10 2 8 2 2 2 2 8 8 8 10 2 10 10 10 10 8 2 2 2 10 8 8 2 10 10 2 8 10 10 2 10 8 10 10 2 10 10 8 10 2 2 2 10 2 10 10 2 2 2 8 10 2 2 8 10 8 2 8 10 10 2 8 8 10 10 10 8 2 8 8 2 10 10 10 2 8 8 8 2
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Tree=295
num_leaves=112
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split_gain=9.04038 10.6769 10.5794 12.2366 10.2479 9.98219 9.89822 13.8562 12.1931 11.4412 11.0759 10.649 10.2952 11.4934 12.7088 10.2298 10.1344 10.0357 9.97209 9.80314 10.6129 9.73394 9.63518 9.28866 11.8239 10.0765 9.42705 9.11156 8.94403 8.87863 8.86312 8.82596 8.70365 8.69479 9.71204 8.66159 9.54703 11.0632 9.0853 9.33025 8.66154 12.1645 8.58125 9.72445 8.83804 8.55227 8.44178 8.67024 8.33605 8.56252 8.31694 8.30283 8.12477 8.11224 8.0196 10.627 8.33976 7.91226 7.91099 7.87859 7.59097 7.56709 7.51203 11.5089 9.03327 7.50912 7.94636 7.39672 10.1551 8.49072 8.2117 7.95176 13.1357 12.2236 13.8884 10.8458 11.0318 8.10887 7.88673 7.39097 7.32994 7.3105 7.13031 7.12525 9.78237 7.06945 7.06896 7.0517 6.97825 6.79394 8.03926 6.77983 6.75876 6.72456 6.62042 6.3101 8.08959 6.28501 6.26325 6.22572 9.75248 7.31878 6.15917 6.15497 6.09705 6.09263 6.04694 6.01419 6.1893 5.93182 5.9168
threshold=1.0000000180025095e-35 441263.7927609891 0.044462720321496632 0.042523222960590384 6.0492959920092702 20.28107443820225 -10492.499999999998 34.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.113787874304643 0.97840000000000005 6.9503441390224827 -0.02348805125802755 0.34375000000000006 0.17063717148799398 -0.095674628090605715 1.1843094003866161 0.2024786501433323 0.00038284447509795433 1.0000000180025095e-35 -0.016991876065731045 0.028259603306651119 0.35780708309719755 35.048596851471601 8.5000000000000018 0.59794099461444694 -0.0094706169329583628 3.5000000000000004 6.6666378602093177 0.59143063204825608 -1746.4999999999998 0.053673821870192359 -0.030805414542555806 3.5000000000000004 0.013247180730104448 41.023809523809533 186175.68750000003 3.5000000000000004 9.5000000000000018 89108.568813344609 382506.27750000003 1.5000000000000002 -11499.499999999998 0.30845000000000006 16.500000000000004 13319.263125000003 -42.499999999999993 -5143.4999999999991 0.058947629684785313 -0.01341859996318817 0.037997227162122733 95645.550000000017 0.011652836110442879 8711.527500000002 40.500000000000007 0.24518380290995226 -0.0094313123263418657 0.0034139266936108474 0.61277866263887748 -0.0020390811841934915 967515.75000000012 2.5174537987679675 0.29310000000000008 0.016495121874082436 0.17392546972239079 -0.018270034343004223 4215.7575000000006 -1478.4999999999998 0.038427816703915603 15270.361875000001 6.5000000000000009 10.97700845665962 0.038518774890295711 855087.75000000012 0.98085000000000011 72923.400000000009 0.57912885662431957 0.04984470734134281 -0.039339605718851083 34.972222222222229 0.012092188466340305 -0.063819881528615938 0.46300857507754062 0.1368457146589627 17.500000000000004 -2623.4999999999995 -0.0062462626956403247 -0.02747252024710178 0.20222942248016271 -0.013419867027550934 0.027662655338644985 0.077450000000000005 -693.49999999999989 0.0038755646673962478 -1540.4999999999998 -0.020382147282361981 0.25902393495980852 -246.49999999999997 0.28864211357366515 -0.0010013449937105177 -0.023513840511441227 0.39908547853265192 -145.49999999999997 450003.75000000006 -0.013700573705136774 0.97495000000000009 -1708.4999999999998 -507.49999999999994 0.070200000000000026 0.051205006478695518
decision_type=2 10 10 8 2 8 2 10 2 2 10 10 2 2 10 10 8 2 10 2 10 2 2 8 2 10 10 2 10 2 10 2 10 2 2 2 8 10 8 8 10 8 10 2 10 2 10 10 2 8 2 2 8 2 8 2 8 2 2 8 2 10 2 10 2 2 2 8 10 2 8 8 10 2 10 8 10 8 2 2 10 2 2 10 8 10 10 2 2 2 2 2 8 8 2 10 2 10 10 10 2 2 8 10 8 2 8 2 10 8 10
left_child=1 6 3 67 5 33 8 15 10 17 16 -12 13 14 51 54 53 95 -9 27 21 -21 30 24 25 -18 -26 -7 58 88 -3 79 -20 34 -4 38 37 -37 92 -40 45 -42 44 -44 -25 46 52 -48 -43 -50 -47 -11 -35 59 55 56 98 -58 89 -1 -31 81 64 -64 -15 103 -67 68 -2 71 -71 72 75 -74 -75 76 -69 -77 104 -29 86 -57 -38 -36 -85 -61 -14 -81 -6 105 -91 -68 -19 -86 -22 -10 -97 -23 -8 101 -101 -80 -82 -56 -73 -17 -34 -70 -109 -5 -62
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leaf_count=109 270 364 620 114 71 647 285 2026 926 4366 579 298 140 3449 295 141 484 892 156 336 532 686 105 22413 1534 2472 917 68 709 411 257 238 83 6915 81 540 126 372 1127 5576 320 370 62906 3883 682 395 5131 375 414 277 1491 199 3015 234 5953 980 232 2404 425 430 161 138 13393 404 4594 298 689 330 206 330 245 395 391 1092 1152 963 577 2666 250 208 110 105 2487 96 390 65 2512 563 328 310 641 219 3006 98 343 154 881 120 147 327 430 4027 164 349 137 218 755 179 90 968 146
internal_value=0 -0.000172387 0.0012483 -0.000809097 0.00213552 0.00173498 -0.000236938 -0.00188583 6.66894e-05 0.00113419 -0.000616257 0.00721388 0.00196093 0.00240323 0.00565684 -0.000913664 -0.000753797 -0.000980808 -0.00655521 0.00570774 0.00980265 0.0147311 0.0081127 -0.000855077 0.00199242 -0.000997109 0.00580242 0.00121555 0.00273986 0.00861737 0.0113429 0.00575052 -0.000481183 0.001072 0.00680522 -0.000154353 -0.00398234 0.00331375 0.00119917 0.00319665 0.000609004 0.00535331 -0.00118146 -0.00173468 0.000550483 1.48267e-05 0.000609603 -0.00197728 0.0015918 0.0054164 -0.00518606 0.00652294 0.0019153 0.00908609 -0.00199602 0.000429748 -0.00193225 -0.00396495 0.00497819 0.0142434 0.00302681 0.00580827 0.00157439 0.000333439 0.00332645 -0.00365392 0.00241423 -4.37281e-05 0.00754689 -0.000633478 0.00917757 -0.00118631 0.000948302 0.00643085 0.00937556 -0.00197289 0.00677876 -0.00417158 -0.00371022 0.0099172 -0.00293843 0.00767546 -0.00686112 0.0124491 0.0152907 0.0190546 -0.00429981 0.0129885 0.0161176 0.00723766 0.00989737 0.00651429 -0.00242709 0.0200617 0.00184338 -0.00757578 -0.00221076 0.0192277 0.0048304 -0.00495554 0.00214919 -0.00636215 0.00939944 -0.00467432 0.0051691 -7.04176e-05 -0.00370455 0.013027 0.0179989 -0.00993167 0.0103385
internal_weight=0 10282.3 2979.79 898.048 2081.74 1970.86 10211.1 1580.92 8630.18 3364.91 5265.27 83.253 2419.69 2223.35 441.226 1317 5182.02 945.219 263.917 272.505 137.238 80.2377 71.2035 5137 523.741 297.025 226.716 135.267 297.982 110.885 61.5603 81.9313 93.3 1698.35 118.103 847.78 217.097 61.0552 630.683 407.33 1580.25 168.217 4613.26 3496.41 1116.85 1412.03 1273.94 425.835 128.667 87.5432 138.096 422.518 848.103 45.022 1019.02 416.291 293.089 228.088 223.188 32.0029 70.4455 123.202 1782.12 1049.22 732.908 602.731 85.0717 836.507 52.993 783.514 34.6378 748.876 408.636 138.454 115.46 270.182 50.6521 219.53 340.24 59.8893 196.338 111.835 156.042 61.6468 52.7387 24.743 181.872 50.9641 40.4392 171.804 123.728 61.65 223.352 39.5152 57.0002 97.4394 58.4705 56.9618 65.0002 301.724 49.1127 252.611 14.4656 517.659 38.5164 48.0757 79.0295 37.9814 25.3959 61.541 30.0143
internal_count=200693 160708 39985 15139 24846 23729 159982 17263 142719 45713 97006 877 29626 26700 4860 14243 96129 16087 3020 3741 2017 1142 726 95291 5407 2956 2451 1724 2444 1117 621 1077 994 19988 1285 14126 3525 912 10601 6703 18703 1381 89884 66789 23095 17322 15436 5506 1061 691 1886 4565 9930 838 11799 4291 3068 2636 1735 604 718 1223 21840 13797 8043 7508 1206 14057 745 13312 575 12737 7171 2635 2244 4536 907 3629 5566 839 2926 1085 2613 665 584 495 2652 771 399 1310 951 908 3898 488 875 1961 1035 806 432 5034 757 4277 274 6302 532 359 838 475 269 1082 307
is_linear=0
shrinkage=0.0227381


Tree=296
num_leaves=112
num_cat=0
split_feature=29 12 226 135 151 151 92 66 171 125 135 5 7 152 130 55 155 224 184 128 225 142 228 191 175 127 184 155 203 233 225 218 179 93 93 149 152 47 225 167 177 183 188 128 207 222 208 203 62 155 39 141 123 123 131 150 180 218 199 15 39 183 223 206 215 203 132 204 206 44 39 132 178 204 210 200 188 188 79 51 227 136 228 184 86 183 128 171 135 62 73 218 222 127 38 157 126 128 188 177 184 74 150 212 190 224 228 180 141 204 141
split_gain=13.0075 11.5287 13.1438 12.9371 16.8735 13.6101 12.5318 12.2132 10.7657 10.8322 10.4486 10.2426 10.1339 9.96397 12.6468 13.808 10.7528 9.87739 13.9718 9.85534 9.75124 9.59297 9.57387 12.5578 9.50791 11.5039 11.2891 10.9364 12.8944 10.6733 9.67173 11.2208 10.8651 9.34155 9.32034 11.7474 9.0832 12.3584 8.98193 8.97713 11.0559 9.36279 8.95318 8.86605 9.98811 9.48797 8.80733 9.30605 8.54383 8.4299 13.2399 8.39932 11.0016 9.64321 8.62091 8.43636 8.36684 10.8931 9.15727 8.35103 18.9549 9.98312 8.33158 8.30741 8.22218 8.21751 8.97083 8.19731 8.16442 8.26127 8.1552 7.85786 7.80923 7.79836 7.69543 9.9439 8.63179 7.68147 7.62949 8.38037 7.82089 7.60859 7.50141 7.4481 7.43455 8.25457 7.36163 7.29504 7.64761 13.104 7.91625 7.26549 7.26137 7.15575 7.11042 9.15578 7.05992 7.04645 7.00897 6.95005 6.91757 6.91655 8.66927 6.8601 6.85277 6.84126 6.82805 7.81254 11.0805 9.83346 7.58794
threshold=1.5000000000000002 1.5000000000000002 -0.0018511325470171867 0.48590558023843827 -209.49999999999997 356.50000000000006 1.0000000180025095e-35 0.15290000000000004 399.50000000000006 16.83367556468173 0.40505862237890139 378450.00000000006 26583.750000000004 113784.88875000001 0.48646668642532698 0.00125 419823.00000000006 0.017664510756731037 297065.25000000006 34228.125000000007 -0.0038877769839018579 -1036.9583333333333 -0.0065041885245591393 54.500000000000007 4.5000000000000009 29093.424615551045 334287.25714285718 52583.020384615396 0.070566326379776015 -0.0072673666290938846 -0.0009900324512273071 -0.01932311616837978 1.0523619929606598 -2.4999999999999996 -1292.4999999999998 29.81666666666667 932563.46250000014 0.061000000000000006 -0.0081353117711842043 0.70294117647058829 0.87867647058823539 -726.49999999999989 0.3008489819411469 32447.812500000004 -0.02405375242233276 -0.0093192178755998594 0.004413312068209053 0.094326660037040724 0.15515000000000004 92706.750000000015 0.46098183805631576 0.032764714508185529 0.99999723937662011 0.86325588022319288 0.58148455498898677 -1980.4999999999998 8219.6550000000007 -0.01775211468338966 126765.76443750002 -13185.499999999998 0.41027822874971526 -304.49999999999994 -0.025892641395330426 0.068823236972093596 0.02878128178417683 -0.04163484834134578 0.15240652192038362 -0.03079346381127834 -0.023558937944471833 0.98285000000000011 0.75161496608125022 0.014337787073163811 0.18834459459459463 -0.022916018031537529 -0.02001791168004274 37.500000000000007 0.619168479574571 0.75564037319762523 0.078450000000000006 0.028950000000000004 -0.0085536250844597799 3.8036116181736928 0.011724870186299087 140214.87828947371 0.053450000000000004 -2721.4999999999995 34228.125000000007 113.50000000000001 0.12146215733654304 0.12065000000000002 0.74845000000000017 -0.030205680988728997 0.0028286064043641095 22943.511634505183 38.500000000000007 612436.50000000012 0.47800894604163729 112450.50000000001 0.57912885662431957 0.46770833333333339 210818.43750000003 0.046150000000000004 -1347.4999999999998 0.035758234560489661 66.500000000000014 0.0066278697922825822 0.0066037422511726626 7418.000250000001 0.39496110413736335 0.083525329828262343 0.12321860462557692
decision_type=2 2 2 8 10 8 10 8 10 2 10 2 10 10 10 10 8 2 8 10 2 10 2 10 8 2 8 8 2 2 2 2 8 8 10 10 10 8 2 10 8 10 8 10 2 2 2 2 8 10 10 2 10 8 8 8 10 2 10 2 8 10 2 2 2 2 8 2 2 8 8 8 8 2 2 10 10 8 8 10 2 8 2 10 10 10 10 10 10 10 8 2 2 2 2 10 2 10 10 8 10 10 10 2 10 2 2 8 2 2 2
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internal_weight=0 13253 9625.52 274.86 3627.46 1061.43 2566.03 1153.93 648.832 346.769 62.6311 302.063 9350.66 9240.22 7143.55 652.023 501.849 314.303 2096.68 1412.09 351.783 505.103 75.7408 183.006 6491.52 5958.27 4980.26 21.8524 28.7598 533.254 490.406 150.174 1060.31 508.784 229.557 284.138 186.523 159.615 48.552 978.01 874.911 542.716 451.308 69.6237 381.684 551.527 334.516 308.64 187.546 184.308 226.322 168.778 174.263 67.4862 246.439 103.06 48.7184 57.4766 127.331 173.258 152.931 142.538 153.457 258.664 201.664 57 1879.46 154.327 53.8884 1792.61 742.547 156.807 332.196 289.504 164.184 127.514 1050.06 82.688 73.6552 110.441 79.8022 217.012 70.3757 146.636 55.4922 52.0595 111.063 86.8572 78.2734 105.3 25.25 102.399 38.9457 42.6919 127.6 217.211 71.6678 145.543 59.2683 132.946 45.3024 125.32 429.099 127.084 69.9606 57.1232 302.015 39.6479 262.367 12.4051 30.0576
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is_linear=0
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Tree=298
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is_linear=0
shrinkage=0.0227381


Tree=299
num_leaves=112
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decision_type=2 8 8 2 10 8 8 8 8 8 10 2 2 8 8 2 10 10 10 2 10 8 8 8 8 10 2 2 10 2 2 2 10 8 10 10 10 8 8 10 10 8 2 10 10 10 8 2 10 10 10 10 10 10 10 10 10 10 2 2 10 2 2 2 10 10 2 2 2 2 8 10 2 2 2 2 10 8 2 10 10 2 2 2 10 2 10 10 8 8 2 2 2 2 8 8 2 10 2 2 10 8 10 10 10 8 2 10 2 10 10
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leaf_count=774 125 92 291 118 114 145 2189 124 2162 622 472 21436 16089 111 404 1724 143 171 2770 295 1312 753 200 15174 159 670 1759 3168 693 788 7837 33710 448 19568 10870 1262 717 434 4712 5562 375 1468 156 93 374 108 1227 6290 121 480 191 204 210 2015 1049 191 493 92 153 1455 786 155 444 294 187 121 234 2500 91 473 222 199 946 874 647 2404 497 332 218 102 176 524 90 1365 1078 188 149 2504 764 109 808 150 219 84 168 88 140 154 1739 79 160 68 123 161 106 71 231 76 153 269 96
internal_value=0 -0.00473097 0.000257606 0.000296392 0.000247784 -0.000244724 0.00011315 0.000197365 0.00166613 -0.000391531 0.001621 0.000352477 -0.00103823 -0.00288177 -0.00164743 0.000844936 0.00110633 0.000677603 0.00133804 0.0021237 0.00686567 0.00859604 0.0108687 0.0010574 0.00775052 -0.0011846 -0.00219874 0.000865937 -0.00428198 0.00345866 -0.00573754 -0.00193076 0.00380761 0.00164008 0.00191263 -0.0023343 0.00549995 0.0037686 -0.00323164 0.00448084 0.00846573 0.0026744 0.00928874 -0.00159895 -0.00398855 8.78216e-05 -0.00704414 0.000231816 0.00642382 -0.00298476 0.00320698 0.0144531 0.0133028 0.0006327 -0.00818812 -0.00763514 -0.00860395 -0.0010656 -0.00111719 0.00477504 0.00586818 0.0134153 0.00421321 0.0114023 0.0165932 -0.00113987 0.00330564 0.00245499 0.00779224 0.016234 0.00869159 0.0136601 -0.0028209 -0.00556505 -0.000121324 -0.00272862 0.00460079 0.0091145 -0.00123662 0.0126221 -0.00952501 -0.00967694 -0.00606965 -0.0120931 -0.00580349 0.00335548 0.0159582 -0.0116696 -0.0027853 0.0141407 -0.00174414 -0.00640146 -0.010685 0.0180933 0.00990506 0.00448988 0.0205722 -0.0112404 -0.012284 -0.013418 -0.0143302 -0.000889744 0.00371246 -0.00956347 -0.0113483 0.00125806 -0.0142433 -0.00973625 0.0222036 -0.0107544 -0.0160487
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internal_count=200728 5189 2466 195539 194815 125881 104704 104371 33900 70471 18035 24333 52436 21177 16439 23160 68934 60653 44840 33662 2360 2065 672 17363 841 11178 15971 6249 9722 1481 8241 34332 3616 31302 30438 9461 1979 8281 7482 9567 2537 7030 724 15813 6626 2995 3631 9187 1573 1311 755 468 568 18104 1173 4738 4593 903 7614 6970 5821 1128 4693 738 973 1149 759 3955 525 594 612 421 2173 2633 6937 2778 1717 829 888 550 2723 677 864 1458 1625 280 448 3690 955 217 979 643 333 382 260 172 289 2424 2199 2074 1995 186 299 1345 1184 225 2735 556 264 390 1835
is_linear=0
shrinkage=0.0227381


Tree=300
num_leaves=112
num_cat=0
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split_gain=12.1947 10.6558 10.2415 19.8766 14.1241 11.7893 10.6506 17.7539 11.3577 12.2891 10.6646 10.5395 10.6952 10.1804 12.6509 9.75346 11.1095 13.198 12.2597 9.54644 10.0314 14.7541 11.9976 11.423 9.50378 9.40115 9.27148 9.24616 9.20444 8.83664 11.5207 8.73666 8.70831 8.69823 8.69217 8.40315 10.3794 9.2068 9.99099 8.20252 9.45389 8.0085 8.5196 7.84002 7.78991 7.60051 7.58936 7.9324 7.48199 7.44487 9.95714 7.34046 7.31806 11.2325 8.99603 7.84114 8.56561 8.411 7.30241 6.9537 7.60032 6.94663 6.85344 6.84527 6.73319 7.4542 8.29038 7.37351 6.74022 6.65984 6.52571 10.5894 9.20931 7.04508 7.99305 7.69994 6.73011 6.58838 6.51343 6.69808 7.99394 6.45963 6.44824 6.44724 6.42592 6.11976 6.06922 6.05301 7.65244 6.00177 5.99497 5.91628 6.21961 5.88141 5.79776 5.75553 5.69607 5.60045 5.57229 5.50336 5.35333 5.22503 5.15876 5.02518 4.9747 5.69139 4.95625 4.83366 4.79199 6.17608 4.78717
threshold=905.25000000000011 1.0000000180025095e-35 41.500000000000007 21.500000000000004 0.99999778592260746 652.50000000000011 0.15745000000000003 0.18149365264593009 8902.5525000000016 0.54602099677415783 -0.0028609569417312737 0.011004265927172003 0.035494653508067138 151196.90250000005 -0.013338377233594654 0.019844823516905311 15.500000000000002 0.11295000000000001 0.82733472812039033 0.22155000000000002 -0.02363244071602821 -599.49999999999989 2.5000000000000004 -3142.4999999999995 -0.020701260305941101 0.0038154999999999504 -2347.4999999999995 -1614.6124999999997 -0.013123743236064909 0.020932822488248352 0.21524076936934311 0.20294117647058826 61516.125000000007 3.5000000000000004 0.080472494604436562 0.36057007230661092 0.029074640013277534 -0.0031160782091319557 7.9466265213948253 0.10293597161110006 0.8839065501109219 1.0000000180025095e-35 0.14125000000000001 0.017808329313993457 -0.08110399171710013 1.5000000000000002 -4763.4999999999991 2.5000000000000004 -0.033146055415272706 19713.000000000004 23852.250000000004 0.55183522106256311 0.0031456680735573177 0.0029000000000000002 0.014353319536894562 -21575.499999999996 7.2161523653484698 0.28864211357366515 -0.052494175732135766 0.04398403316736222 0.08530681438848331 0.3795011249643902 -4626.4999999999991 0.028450000000000007 0.36084741867824915 0.16279637813568118 0.33600988022962036 29166.750000000004 153890.10000000003 -1178.9285714285713 0.24419351150203503 0.80625000000000013 0.36298468140677226 0.66665633194274687 0.046619830868468097 0.19199567389373093 0.14650000000000005 -0.0060450539458543054 0.011033560149371626 2.5475701574264207 0.26437607195228269 0.27615000000000006 42806.250000000007 -0.01676571927964687 0.0021224436350166802 11.421463815789474 0.0043029200751334437 5.0294117647058831 0.00054905656725168239 0.057918678969144828 0.61205638915993277 -259.49999999999994 0.0094610708765685576 -323.90909090909082 967.46896524795261 1.0000000180025095e-35 0.094850000000000004 -2600.4999999999995 0.19115000000000001 0.0033314999999999005 0.015325975604355337 0.9999927121200336 0.065591397849462371 0.33932577208913467 0.018466591649969055 0.00087796969455666851 4.5000000000000009 0.83472385856200304 -676.49999999999989 0.032878549769520767 4.5000000000000009
decision_type=10 2 2 2 10 8 10 10 8 8 2 8 2 10 2 2 2 10 8 10 2 2 2 2 2 2 10 8 2 2 8 10 8 10 8 8 2 2 2 10 10 10 10 2 2 8 2 10 2 10 10 10 2 10 2 2 2 10 2 2 10 8 2 8 10 2 10 8 8 8 8 8 2 8 10 8 10 2 2 2 8 10 8 2 2 10 2 10 2 2 10 10 2 10 10 10 10 8 10 2 2 10 10 10 10 2 2 10 10 2 2
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Tree=303
num_leaves=112
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decision_type=8 2 10 10 2 2 10 10 2 10 10 10 10 2 8 2 8 8 2 2 2 2 2 8 8 10 10 2 8 2 2 10 10 2 2 10 8 10 8 2 2 2 10 10 2 2 2 10 2 2 2 10 8 10 2 8 10 2 2 8 10 8 2 2 8 2 2 10 10 2 2 2 10 2 8 8 8 2 8 10 2 2 2 2 8 8 2 10 10 2 2 10 8 10 2 8 10 2 10 8 8 2 10 2 8 10 2 8 2 8 8
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leaf_count=190 89823 1204 1473 88 101 206 741 551 279 147 121 93 813 253 326 181 2060 6205 158 124 396 232 80 110 7958 477 685 2234 391 1247 13936 1027 409 2205 3531 232 298 275 215 1483 2200 3128 1771 1366 532 1538 568 390 4872 549 974 254 155 539 108 214 176 2161 314 1846 1487 111 95 450 200 275 173 411 321 179 199 671 2785 266 729 269 198 81 138 93 298 291 91 150 2200 650 537 756 96 119 87 108 215 644 94 893 84 591 347 161 116 234 286 245 3771 147 278 425 385 356 11017
internal_value=0 0.000100563 -0.000437821 1.96304e-06 0.00088414 -0.00209166 -7.04924e-05 0.00457834 -0.000255382 -0.000271783 0.00921721 -0.00250747 -0.00302906 -0.000474821 0.00128519 -0.00245966 0.0012669 0.00141875 0.000493215 -0.00339118 0.00176644 0.00281137 -0.00158202 0.00511224 0.00109452 0.00305768 0.0109679 0.00391746 -0.00614511 0.00353543 0.00472418 0.00541476 0.00526562 0.000948938 -0.000429739 0.00729684 0.0102809 0.000996866 0.00570342 -0.000369079 0.00338192 0.00542638 -0.000569876 -0.000407799 0.0153193 -0.00663225 -0.00302544 0.00537187 -7.76121e-05 -0.00127772 0.00226165 -0.0029921 -0.00224879 -0.00316805 -0.00558421 -0.00521421 0.00355864 0.00801586 0.00903161 -0.00866165 -0.00784813 -0.00300449 0.0108351 0.00649504 0.00956642 0.00234297 0.00241965 -0.000693003 -0.00487771 0.0143056 0.00313854 -0.00427712 -0.00517535 0.0115968 -0.00683229 0.00355303 0.00941242 0.00259529 0.0141516 0.0205129 0.00171805 0.00878545 0.00070989 0.0106626 -9.3534e-05 0.00768324 -0.0008031 0.000576946 -0.0076756 -0.00650017 0.0123082 0.0139566 0.00293275 -0.00228042 0.0171945 -0.0078865 -0.0137272 0.00202274 -0.00870315 0.00322035 0.014505 0.0184207 -0.00595122 -0.00182924 -0.0065345 0.00842891 0.0128808 0.00184983 0.0185294 -0.0057262 -0.00556369
internal_weight=0 12628.5 7487.63 6182.49 5140.86 581.5 6159.85 247.886 447.675 5911.96 51.8225 1305.14 1227.99 520.138 402.007 211.563 4559.36 4472.19 2693.65 355.732 138.786 1778.54 250.202 86.7721 2337.92 868.862 56.2691 781.288 118.131 1528.34 1042.23 958.967 77.151 486.112 410.186 201.509 140.278 52.9712 108.208 5860.14 290.84 244.981 5569.3 5437.72 87.3071 216.945 97.3057 190.445 1469.05 973.516 495.538 83.2595 339.467 320.801 223.964 163.43 34.9667 141.237 36.6176 101.972 133.824 80.498 46.5218 26.3613 18.6657 40.4602 96.8372 80.804 707.852 22.6468 647.445 87.5747 174.945 41.4807 131.574 631.175 78.0089 553.166 57.5684 31.6263 516.626 56.2141 460.412 26.509 433.903 75.9261 416.494 341.498 128.463 74.9966 36.5397 38.0292 19.0956 49.2076 19.6643 54.1367 53.3263 62.49 176.485 25.9421 37.8868 28.559 87.1738 33.7591 217.506 91.4031 49.6017 41.8013 34.0324 30.5029 645.362
internal_count=201016 194956 128577 103909 66379 10418 103642 2629 7187 101013 513 24668 23721 10319 7614 3606 55961 54471 27612 3672 1388 26859 3777 1231 23940 9587 795 8439 2705 23082 16464 14963 947 6618 5736 1888 1337 507 1729 100500 6811 5328 93689 91189 830 2284 964 4008 14353 8507 5846 1501 5458 5157 4034 2546 390 2551 640 2314 3231 1660 538 656 301 399 1123 950 13402 267 6060 1148 2966 424 2500 5870 789 5081 590 291 4725 697 4028 335 3693 882 3612 2956 2156 656 356 406 468 1457 244 1004 1571 912 1885 299 445 329 1490 392 3879 1450 878 572 600 436 12490
is_linear=0
shrinkage=0.0227381


Tree=304
num_leaves=112
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split_gain=10.2011 14.0905 13.9977 13.8525 9.93579 13.408 10.8608 14.7368 10.824 9.63454 12.8463 12.0557 10.9637 15.944 10.288 9.12963 13.8059 12.9854 12.6774 10.6237 13.1082 10.4119 22.2602 12.4251 11.5611 14.214 10.3234 9.20311 9.06984 8.87306 8.76447 8.66021 10.8773 11.1485 8.58015 8.29224 7.9998 8.30199 7.92961 7.82385 12.431 7.76708 8.27845 9.51134 8.41072 7.92467 7.74689 9.22086 7.3609 7.26893 9.88773 8.03104 8.69754 7.26755 7.2241 6.79047 6.70879 6.46355 6.45249 8.62689 6.71912 6.44993 9.29083 6.54271 6.3686 6.36177 6.61377 7.77361 6.33178 6.33315 6.2254 6.12496 6.0725 5.97678 5.66452 5.59131 5.58097 5.48165 5.47677 5.40915 5.38417 5.32281 4.47271 4.40349 4.70496 4.35232 4.26609 4.20601 4.13201 4.07507 4.07104 3.94562 3.81863 3.47785 3.43762 3.36648 3.05691 2.98611 2.84465 4.75809 2.66095 2.59976 2.51749 2.37102 2.33023 2.25149 2.19784 1.79978 1.73996 1.63941 1.36925
threshold=0.026703233680511428 0.027498205169353602 36.850102669404528 919.70742821982537 1.0000000180025095e-35 0.35500594353573151 6.5000000000000009 -416.39230769230761 1.0000000180025095e-35 17558.310000000001 0.01548488298431039 0.07612551423205012 0.007150000000000001 18430.762500000001 -0.010373780503869055 42.500000000000007 0.89181286549707617 467.28000000000009 19.950409836065578 0.012975653633475305 0.22295000000000001 -320.49999999999994 0.79871700726483097 -1607.0659937888197 173835.95292613638 1.0000000180025095e-35 2.5000000000000004 8.0022624434389158 -0.05308390595018863 0.79448061971020079 -0.047072138637304299 1.0000000180025095e-35 -0.024988254532217976 180045.00000000003 0.13053784794202253 0.091450000000000017 6.5000000000000009 -1514.0624999999998 -0.0063924551941454402 1149309.0000000002 -486.49999999999994 0.36604225023342674 -6923.4999999999991 0.15015000000000003 0.032659016549587257 -0.00051376194460317482 0.01159504894167185 0.41875960462211337 -0.029419841244816777 -0.011803336441516874 0.013634104747325184 0.0066501440014690169 0.027679058723151687 0.3008489819411469 1.0000000180025095e-35 0.98056861306756471 0.12496425254973166 0.59629629629629644 0.031546361488898132 -527.65151515151501 -0.0032888810383155938 0.41875960462211337 0.013154322281479837 0.090219172407898021 0.0082298587076365965 5.5836666666666668 0.018576556816697124 -0.028775965794920918 -0.014654820784926413 -0.015483786351978777 -0.0037278396775946017 215.80909090909094 11.500000000000002 0.0098314999999999514 -0.0066339196637272826 -0.053507748991250985 -0.012744171079248188 7.5929064657878227 0.010923926252871754 -0.0026641471777111288 -0.017637632787227627 -0.022814863361418244 -1428.4999999999998 23.531372549019611 0.01526748947799206 0.011976493522524835 0.017060711048543457 0.057550000000000004 0.20896771558261362 64.500000000000014 1940179.5000000002 0.33658781133927657 202275.00000000003 1.0000000180025095e-35 123.50000000000001 0.43384745792380691 0.056997322895526455 0.002632935182191432 0.0079860785044729727 0.040544239804148681 1.0000000180025095e-35 0.14389762837194645 0.017786487936973575 0.015293710865080358 -0.01006978005170822 0.31561479101604023 -0.015259682666510342 0.081424673178229462 0.37445216871459414 -0.025345270521938797 919.70742821982537
decision_type=10 8 2 8 2 8 10 10 2 10 2 10 10 10 2 10 8 10 10 2 8 8 8 8 10 2 8 8 2 8 2 8 2 2 8 8 10 8 2 2 10 8 2 10 2 2 2 2 2 2 2 2 2 10 2 10 10 10 10 10 2 2 2 8 2 8 2 2 2 2 2 10 2 2 2 2 2 10 2 2 2 2 2 8 2 2 2 8 10 8 10 8 2 2 10 10 8 2 2 2 10 2 2 2 2 8 2 8 8 2 8
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Tree=307
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decision_type=2 10 10 10 8 2 8 8 10 8 8 10 10 8 10 2 8 10 2 10 10 2 10 8 2 2 2 2 2 2 8 2 10 2 8 2 2 2 10 2 8 10 2 10 10 10 2 10 8 2 2 2 2 8 2 10 10 10 10 10 10 2 2 10 10 10 8 10 10 8 2 10 10 10 8 2 2 2 10 2 10 2 8 10 2 2 2 2 2 2 2 10 10 10 2 8 2 2 10 2 2 10 2 10 2 8 10 10 2 10 8
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leaf_count=1375 815 242 1762 390 220 680 1976 543 328 503 1323 1042 345 497 11573 516 779 801 921 558 1145 1275 394 5604 353 5434 930 1470 279 439 599 3034 775 77 1557 924 272 492 1053 515 118 469 7601 1542 441 2797 589 262 8002 567 406 348 767 1651 3039 426 1745 2472 8151 333 202 1553 7832 405 2345 1621 4390 443 28847 2177 128 8796 1894 4182 3758 105 934 290 285 1592 723 328 633 675 6240 521 92 645 527 600 706 3289 3788 103 400 581 788 599 159 271 1559 248 592 1151 502 5717 873 832 122 176 296
internal_value=0 0.00134605 -0.00538408 -0.000339313 -0.000750035 0.000847616 0.00113153 0.00142977 0.00234155 0.00075785 -0.000534593 0.00475103 0.0109866 0.0145428 -0.00137321 0.00493878 0.00161442 -0.00563294 0.00328499 0.0074981 0.0114815 0.00118653 0.00982231 0.00203471 0.000926554 -0.000320891 -0.00131594 0.0011668 0.00272093 -0.00165432 0.00195477 0.00413988 -0.00242595 0.0178953 0.00519012 0.00788577 0.0140298 0.00294235 0.00180396 0.00163185 0.00511201 0.00916461 0.00114906 -0.000127518 0.00135863 0.00247907 0.00387726 -0.00474039 0.00448284 -0.000463551 -8.88834e-05 9.71926e-05 0.000570369 0.00521431 -0.00144582 -0.00067187 0.00547518 0.00213516 -0.000145103 0.00491931 0.0098698 0.00673435 -0.000267025 -0.00216508 -0.00299221 0.00202825 -0.00382721 0.000675259 -0.00194939 0.00328733 0.00729294 -0.00222481 -0.00473729 -0.0015654 -0.00567229 -0.00231541 -0.00358444 -0.00677086 0.00419124 0.00279857 0.00629341 -0.00276834 -0.00320314 -0.00194597 -0.00439404 0.00884453 0.0117146 0.0132627 0.01846 0.00490744 0.00125806 -0.000488164 -0.00721639 0.00973991 0.000774938 0.00675203 -0.00376355 0.0015099 -0.00661239 0.0126046 0.00155267 0.00825842 0.000951295 -0.00359863 0.00322136 0.00163207 0.00403699 -2.99769e-05 0.0071127 0.0132406 -0.00120907
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is_linear=0
shrinkage=0.0227381


Tree=308
num_leaves=112
num_cat=0
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split_gain=12.6001 9.62258 9.7111 9.80189 13.1601 11.8989 10.7158 10.2038 15.7902 11.5241 11.0445 10.7878 10.8148 10.6479 9.99584 9.81916 9.41939 9.10227 11.0637 9.10075 10.8072 9.99565 10.0601 9.07965 8.90242 13.6756 12.5569 17.0599 14.42 12.1714 12.0805 11.262 10.8725 10.0528 9.91724 9.15837 9.83015 8.89261 8.84232 8.76012 8.71609 8.66855 13.6846 11.014 8.50982 8.62352 8.3989 8.28683 8.88396 8.05589 7.94793 7.94532 7.88612 7.86988 7.75067 7.50102 7.34102 7.27368 7.14738 6.97546 6.87949 8.21098 7.55945 12.4314 6.84447 6.77915 6.73698 6.71843 6.63801 6.8262 6.61844 7.58408 7.72778 6.58654 6.46841 8.13384 7.3182 6.40233 6.38108 9.43372 6.32974 6.32333 6.27595 6.25021 6.1028 5.94393 8.38722 6.93298 9.90559 7.42603 5.64481 5.60302 5.58453 5.52517 5.42986 6.19066 5.42278 5.38248 5.31452 5.31068 5.09691 5.08145 5.05782 5.05155 5.03708 4.92174 4.91316 4.80465 5.3447 4.75208 4.63054
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decision_type=10 2 2 8 10 8 2 10 8 2 8 10 8 10 2 2 8 8 2 2 8 2 2 8 10 10 2 8 10 10 2 10 8 2 10 2 2 2 2 2 10 10 2 8 8 8 2 2 2 10 2 10 2 2 10 8 2 2 10 2 10 2 8 2 8 10 10 2 8 10 2 2 10 10 8 8 8 10 2 10 2 2 10 2 10 8 8 10 10 2 10 2 2 8 2 2 10 10 2 10 2 10 2 2 8 2 10 2 2 2 8
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internal_weight=0 13065.5 13001.2 9805.01 4016.47 1175.65 369.462 806.186 5788.54 373.346 3196.19 3158.45 2278.49 46.8872 2231.61 132.011 2099.6 99.3945 879.958 485.173 32.8696 394.786 432.84 240.713 28.3854 5529.84 1034.42 4495.41 2882.45 234.345 418.914 615.51 536.01 1612.96 452.303 345.272 37.7327 27.5551 345.669 2648.1 376.514 132.633 521.672 1551.23 258.698 95.4168 163.281 1577.92 387.009 302.545 84.4644 209.273 2840.82 235.261 195.464 79.4995 299.886 2605.56 2370.13 200.479 2169.65 235.431 224.678 146.751 128.028 153.284 99.8602 69.1823 35.254 39.7971 27.728 109.413 73.2458 17.8413 29.0459 234.845 61.7341 56.3262 65.0411 64.2645 24.1053 107.031 23.4859 71.931 18.7225 40.1592 32.4357 23.2719 64.6758 32.6161 88.5735 33.9283 7.77608 69.576 20.839 42.1796 59.6284 12.0691 21.2809 29.4102 25.1477 16.1188 17.7172 13.9731 75.4991 16.182 10.1702 70.1557 66.1559 13.4596 30.678
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is_linear=0
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Tree=310
num_leaves=112
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split_gain=12.2758 11.3169 9.25023 11.7427 11.5446 11.6105 10.7545 12.4072 10.0136 10.5787 11.6627 11.5369 10.7985 10.6684 10.0503 14.2455 9.94485 10.1405 10.0996 9.64487 9.28574 11.4635 12.4957 10.4257 8.92037 8.78666 9.77348 8.67929 8.59531 8.44948 8.41537 8.33812 8.14295 9.83869 8.86982 7.94168 7.84163 7.80783 7.62764 10.512 13.1134 8.44775 7.95798 7.43254 8.0314 7.27787 7.11473 7.07422 7.02683 6.94772 6.67768 6.5955 6.3302 6.27278 7.51115 6.2174 6.01675 6.33966 6.01225 6.8341 5.95578 5.689 5.68706 5.55567 5.29581 5.20022 4.95799 4.6409 4.95494 4.54697 4.53449 4.52012 4.44543 4.37489 4.32671 4.31283 4.30848 4.20794 3.90997 3.83285 4.57951 3.82991 3.72643 3.69374 3.58392 3.57357 3.29247 3.24385 3.2302 3.12103 3.05239 3.03263 2.96767 2.84387 2.82363 2.77644 2.74124 2.66992 2.4196 2.41765 2.41385 2.40273 2.33533 2.32201 2.04155 1.92177 1.82212 1.6564 1.63899 1.44053 1.38409
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decision_type=2 10 2 2 2 2 10 10 10 8 2 10 2 10 10 2 8 8 10 8 2 8 2 2 2 10 10 2 10 2 2 2 10 8 10 2 8 8 2 2 2 2 2 10 10 8 8 10 2 2 2 8 2 8 10 2 2 10 2 10 8 8 2 2 2 2 8 8 10 10 8 2 10 2 2 8 10 2 10 2 2 2 8 2 10 10 8 8 8 8 10 2 10 2 8 2 2 10 2 2 2 2 2 10 2 8 8 8 8 8 8
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leaf_count=89 6816 95 43828 91 92 90 238 146 108 641 54007 2280 11271 4515 128 259 266 28222 228 130 7976 1829 6992 1045 66 604 2148 924 282 378 442 108 532 128 78 125 80 200 1008 1894 513 209 1492 253 387 120 154 135 753 138 112 109 1646 81 128 417 148 121 102 158 131 117 109 125 104 107 143 2279 138 88 210 467 193 86 151 2133 179 175 109 870 455 878 847 200 98 346 115 57 219 86 127 84 139 87 76 97 89 239 80 96 132 93 98 72 82 75 99 102 242 120 156
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internal_count=201155 194856 192745 18828 17282 1806 173917 121864 118756 117266 66361 50905 11912 48343 1490 1267 52053 51104 949 3108 49194 17842 8821 9021 15476 31352 30370 2111 2562 982 54449 596 6299 1048 5251 412 1572 1431 14045 5061 1521 8984 8308 1186 640 1159 539 455 881 1910 4092 1546 3540 1357 1276 1210 1193 1045 839 630 259 368 3724 789 370 494 3427 2738 2510 3338 1185 676 385 297 472 3099 245 1031 247 1663 721 3011 1057 375 188 546 223 379 370 299 386 312 251 179 184 290 209 656 189 239 664 2372 228 942 320 182 224 188 320 224 242
is_linear=0
shrinkage=0.0227381


Tree=311
num_leaves=112
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decision_type=10 8 8 2 8 10 10 8 10 2 2 2 10 2 2 2 2 2 2 10 2 10 2 2 2 2 8 8 8 8 2 10 10 8 8 2 10 10 2 2 10 2 2 2 8 2 10 8 10 8 8 2 2 2 2 10 2 2 8 10 8 8 8 10 8 10 2 2 2 8 2 2 2 8 2 2 10 2 10 2 10 2 10 2 10 8 2 8 2 2 10 2 2 2 8 2 8 10 8 2 10 10 10 8 2 2 8 8 8 10 2
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leaf_count=1931 334 571 263 2142 1800 1348 1206 17188 1632 1167 1510 419 493 2093 978 505 646 15682 14355 325 151 94 1737 17141 435 743 1273 261 98 221 393 371 94 465 1498 2366 88 287 1417 870 6076 698 1983 306 514 8374 115 320 437 2613 1069 600 732 2099 5210 211 233 162 585 139 1756 23042 4473 3422 577 123 4317 877 149 1794 315 685 86 88 138 360 1651 2847 372 475 319 4062 3062 823 3665 601 200 1101 360 1202 127 1216 510 1306 522 229 637 91 80 465 349 218 108 69 91 528 72 155 408 808 1139
internal_value=0 -5.94873e-05 0.000918465 -0.000461027 -0.000371297 0.000636666 -0.000605252 -0.00106493 -0.00173101 -0.002155 0.00200534 0.000588262 0.00224777 -0.00185423 -0.000431323 0.000920309 0.00101434 -0.00257932 -0.00134266 -0.00395284 0.0016949 -0.0058769 0.00224387 0.00302932 -0.00351826 0.00169458 -0.00253458 0.0021093 -0.00107007 -0.00434946 0.00281841 0.00474993 0.00958939 -0.00336453 -0.00291883 0.00457062 0.000926808 -0.00141404 0.00596051 -0.00308321 -0.00531026 0.00919583 0.0121999 0.00262977 0.00439423 0.00374706 0.00816064 0.00211049 0.00298915 0.00208823 0.00779506 0.00340372 0.0102132 -0.00468735 -0.0023179 -0.00451626 0.00142213 0.00767548 0.0104362 0.0139514 0.00116651 0.000830242 -0.00259586 0.00150826 0.00446717 -0.00566487 0.00351245 0.00712579 -0.0073746 -0.00898763 -0.00101906 -0.00159986 0.00706151 0.0160597 0.0156783 0.010461 -0.010228 -0.00526922 0.00121914 0.0194806 0.000144833 -0.00146214 9.32819e-06 0.000933528 -0.00129826 0.00390136 0.0062608 0.00770041 0.0015995 0.00422834 -0.00860441 0.000520264 0.00318238 0.00517238 -0.00395216 -0.00561059 0.00169243 -0.00396952 0.0134825 -0.00295879 0.0113523 0.0160443 0.0211481 0.0253515 -0.00395495 0.0190876 0.00393915 0.000536434 -0.00282981 -0.00500996 -0.00653955
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is_linear=0
shrinkage=0.0227381


Tree=312
num_leaves=103
num_cat=0
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split_gain=10.8741 9.62566 9.5564 9.6965 9.13647 17.5525 16.6151 13.3636 19.6881 13.652 26.8759 18.8256 12.3565 11.3747 12.6671 11.0696 10.6657 10.7776 10.489 15.0017 10.2086 9.75145 9.22563 9.21023 8.96088 9.02843 8.73356 8.70946 8.19288 8.36325 8.87379 9.74982 7.81549 11.6916 7.98323 7.76694 9.56286 7.69364 8.01971 7.58813 7.42141 7.40097 7.84943 7.22722 10.3546 9.65614 7.71821 7.0256 7.1545 7.00735 6.99019 6.83161 6.72127 6.72013 6.58608 6.57302 6.55295 6.51474 6.4805 6.44475 6.44019 6.29793 6.29022 6.15328 5.88246 5.75863 6.22645 5.53241 5.47589 5.38003 5.30062 5.28482 5.1944 5.18964 5.1438 5.05333 4.41599 4.30143 4.16887 4.16242 4.10168 4.07469 3.86773 3.83293 5.08037 3.54644 2.83676 2.80667 2.48689 2.38302 2.36962 2.26625 2.25374 2.2306 2.06478 1.80001 1.6273 1.46729 0.947254 0.641742 0.582585 0.422742
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decision_type=10 10 2 2 8 10 2 10 10 10 10 10 10 10 8 2 2 8 10 2 10 10 8 2 10 10 8 2 2 8 8 8 10 8 2 2 2 10 2 8 10 8 2 2 8 2 10 10 2 8 2 2 2 2 8 8 2 2 10 10 10 10 8 8 10 2 10 2 2 8 2 2 2 10 10 10 10 2 2 2 10 8 2 10 8 10 2 2 2 2 2 2 10 2 2 2 2 10 10 8 2 8
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Tree=315
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split_gain=11.4308 11.7938 13.3081 14.3287 15.7635 18.8597 15.4062 14.164 13.5697 14.5106 14.5205 12.9717 12.4077 12.1279 13.0343 11.6953 11.2323 11.215 11.1706 12.0648 10.9689 10.9368 10.326 10.2199 10.0684 14.821 13.8533 10.6774 9.92057 9.67634 10.3686 9.60589 9.1709 13.2186 12.1502 11.1282 10.1495 9.68524 10.1056 9.37499 10.0741 9.10121 9.04876 8.98882 12 9.12494 10.2791 9.40949 10.1374 9.41357 8.95038 9.17323 12.8911 8.73617 11.2674 9.12214 8.62497 8.73252 8.57382 12.2156 8.54043 8.47006 8.44913 8.41247 8.96812 8.8955 15.0182 8.74422 8.39081 9.11929 8.84143 8.36277 10.6893 8.52727 8.23805 8.18517 8.10873 8.05856 13.0486 11.0468 9.33559 8.63126 10.9805 7.90458 8.64335 8.1598 7.8908 9.1301 9.01129 7.87998 7.9667 8.51938 7.83398 7.78819 9.81239 9.08763 7.7317 12.199 8.42153 7.6201 7.60624 7.59242 7.58169 7.5244 7.50953 7.46129 7.4025 7.37644 7.32816 7.269 8.39611
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decision_type=2 10 2 2 2 8 8 8 2 10 2 8 10 8 10 2 10 8 8 2 10 2 10 2 8 8 2 2 2 10 2 8 2 8 2 10 8 10 8 2 2 2 2 8 10 10 2 2 2 10 10 8 10 2 2 2 8 2 8 8 2 2 10 10 2 2 10 10 2 2 2 2 8 10 10 8 8 2 2 2 10 10 2 2 10 2 2 8 8 2 2 2 8 8 2 10 2 8 2 8 2 2 2 10 8 10 8 8 2 10 8
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leaf_count=17820 7093 1749 476 569 121 8004 11425 2190 3614 605 9683 2968 131 1525 790 302 4564 1366 482 575 296 347 1165 8264 226 146 405 2186 2756 689 623 2860 215 545 426 239 363 240 1247 172 1747 326 243 599 432 277 439 370 801 8613 1594 677 1500 4535 405 15529 458 81 249 3883 5814 296 1588 570 825 846 978 437 752 311 443 368 716 470 437 131 3947 453 886 416 392 1069 463 1452 414 1868 587 2699 1382 293 200 255 3253 2417 433 2019 3669 250 252 5003 1199 2266 212 86 323 301 3142 990 105 193 960
internal_value=0 -0.000117872 0.000201911 -0.000528474 0.000297942 -0.001294 -0.00189881 0.00171902 0.00266831 0.00418966 0.00280906 0.00966799 -0.00188046 0.00122954 0.00203841 -0.00219957 0.00159718 0.00275505 0.00806126 0.0124417 -0.000314467 0.0195945 0.00659053 -0.00210917 0.00318848 0.00750355 0.0103643 0.0128193 -0.00191857 -0.00493623 0.00338608 0.00624281 0.00245837 0.000268577 0.00344104 0.00361376 0.000846702 0.00509971 0.00700374 0.00531803 0.00926966 -0.000430559 0.0116479 -0.000964601 0.00479763 -0.00163699 0.00156748 -0.00300756 0.0029286 -0.00407882 -0.000801559 2.54456e-05 -0.00300352 0.0024882 0.0030302 0.00362101 0.0115534 0.0180291 -0.000110223 0.00112246 -0.00230616 0.00109614 -0.00287948 -0.00243422 -0.00620115 -0.00163667 0.00499382 -0.00218888 0.00028557 0.00493252 -0.00370722 0.00490501 -0.00326685 0.0118153 0.00286337 0.010236 -0.00776544 -0.00169589 0.00381589 -0.00408785 0.00479736 -0.00689681 -0.00127245 0.000425875 0.00467024 -0.000941918 -0.000311003 0.00259229 -0.00527002 0.00360495 0.0102217 0.0138026 -0.000761125 0.00166241 -0.00104177 -0.00270968 0.00241237 0.00105388 0.00877771 0.00121437 -0.00385559 -0.00234902 0.0136664 -0.00768116 0.0164032 0.00961502 -0.00283223 0.00498236 0.021781 -0.00383001 -0.00504579
internal_weight=0 10803.8 9151.12 5351.63 3585.52 1691.46 1595.19 1894.06 1534.96 1014.2 820.443 193.753 1652.65 3799.49 2717.31 1766.11 2459.39 209.947 96.2738 69.6955 520.765 39.1112 133.231 1637.02 1767.23 235.089 185.262 158.601 423.298 463.558 57.64 97.4675 1868.78 649.117 327.363 1219.67 469.788 172.538 154.17 749.877 215.301 43.7793 171.521 1173.47 117.109 1056.36 316.087 740.27 110.889 629.381 1082.18 939.266 327.007 1532.14 1393.85 1287.46 65.8346 35.3208 950.085 718.115 359.099 261.528 1556.16 1468.19 246.355 1221.84 88.6178 1133.22 216.738 99.2293 117.509 62.0899 30.525 31.5649 222.52 49.484 217.443 297.25 88.409 208.842 48.7016 160.14 79.0699 688.849 162.827 526.022 266.603 170.743 95.86 534.577 71.6938 55.9797 1274.77 612.259 288.663 252.074 462.883 389.73 73.1532 568.956 106.388 705.815 47.9547 39.0083 29.6116 51.1769 138.29 179.646 30.4646 231.969 214.533
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is_linear=0
shrinkage=0.0227381


Tree=316
num_leaves=112
num_cat=0
split_feature=175 218 18 152 193 225 133 220 156 46 38 31 123 209 190 220 7 125 46 130 19 63 123 69 135 195 205 122 44 123 182 135 198 122 51 213 152 145 73 59 187 17 208 141 189 229 17 53 195 122 231 79 17 12 60 51 189 5 152 182 227 120 210 145 222 195 209 231 227 227 209 221 5 190 213 178 120 203 127 180 122 193 203 55 12 77 133 201 156 187 145 211 91 142 69 142 55 46 218 186 79 198 198 180 222 7 189 180 123 55 180
split_gain=11.1669 10.0339 10.3035 10.2282 16.4007 12.0092 11.9686 10.3603 10.4536 9.60766 10.3811 11.6749 9.49625 15.0194 12.491 11.9402 11.3055 11.6121 11.3961 11.1721 11.2144 9.40178 9.15931 9.09438 9.01588 8.87792 10.9837 8.50531 8.45527 8.28466 8.18803 7.96307 7.96002 7.94946 14.3465 11.312 10.799 12.0934 10.2713 9.65729 8.57699 11.625 9.48691 7.85765 8.76795 7.80949 7.74397 7.73345 10.8037 9.8451 7.59631 9.58491 8.23302 7.5832 7.5155 7.50617 11.3324 8.8293 7.46852 8.57163 7.87714 7.25932 7.21963 8.95964 8.41495 7.18141 7.15051 7.78728 6.84123 8.55917 6.33497 6.90797 6.92598 6.32498 7.97467 7.54899 6.29753 6.14541 6.10266 7.32207 5.82511 5.62651 5.58286 5.56001 5.52353 5.51888 5.47999 5.36527 5.3304 7.60505 5.27729 5.27026 5.26701 6.80909 6.97946 5.61496 5.22256 5.01795 5.30127 5.00913 5.00576 4.84261 4.77532 5.86446 6.85114 4.81478 4.75604 4.58865 4.58849 4.56329 4.46896
threshold=6.5000000000000009 -0.055019909515976899 -4453.4999999999991 90125.986500000014 6.5000000000000009 0.0054492314811795959 0.0731631235744057 0.010705743450671436 43121.250000000007 0.024950000000000003 40.500000000000007 9.5000000000000018 0.91320820023361149 -0.0023731156252324577 6.5000000000000009 0.023367039859294895 26318.250000000004 12.026009582477757 0.085750000000000007 0.60512283481388918 19.500000000000004 0.35415000000000002 0.71632987179002727 0.01685 0.080815792587551991 11.769861286254731 -0.027767958119511601 0.048584384204248786 0.98685000000000012 0.92661212095378054 -2152.8333333333326 0.24961027053968585 0.081458900374603252 0.044462720321496632 0.076550000000000021 -0.022647419944405552 423807.86357142864 871.1594108069919 0.83565000000000011 0.61775000000000013 19.591750841750844 -3431.4999999999995 -0.042169932276010506 0.47370658684855055 0.46821976838136287 0.011212046258151533 -4515.4999999999991 0.049950000000000008 8.4463601532567072 0.067135268525123762 0.0021793348714709286 0.090450000000000016 -4515.4999999999991 1.0000000180025095e-35 0.03185000000000001 0.018850000000000002 0.19952606635071093 224997.75000000003 477441.70312500006 -1011.9374999999999 0.0060266500804573306 5.9899738532972258 -0.01644325070083141 731.54782091205072 -0.0044613648205995551 9.1771241830065371 -0.014636650215834377 -0.0056783854961395255 0.013783295173197986 -0.017206039279699322 0.040335359051823623 0.0084286797791719454 169456.50000000003 17.500000000000004 -0.016991876065731045 0.53410852713178303 3.1458952254719574 0.094326660037040724 18897.322317595375 11445.142500000004 0.078984752592741736 10.500000000000002 0.0058991098776459703 0.040350000000000004 2.5000000000000004 0.36460000000000009 0.31830821443509316 0.09699820788530468 535973.85000000009 20.752192982456144 451.2905383435118 -0.02545834798365831 4.5000000000000009 -370.96428571428567 0.0010500000000000004 -1624.4083333333331 1.0000000180025095e-35 0.21295000000000003 0.0097773470915853995 40450.635000000009 0.05945000000000001 0.12439927427588497 0.024954367383906582 14025.030750000004 -0.0024423755239695306 15180.750000000002 0.045558322955583236 19645.260000000006 0.99999626065388225 0.0095500000000000012 19149.781500000005
decision_type=10 2 2 10 10 2 8 2 10 8 2 2 8 2 8 2 10 2 10 10 8 10 10 8 8 8 2 10 10 10 8 8 10 10 8 2 10 10 10 8 10 2 2 2 10 2 2 8 8 10 2 8 2 2 8 10 10 2 8 8 2 2 2 10 2 8 2 2 2 2 2 2 2 8 2 10 2 2 2 8 10 10 2 8 2 10 8 10 8 8 8 2 10 10 10 8 10 10 2 10 8 8 8 10 2 10 8 10 10 10 8
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is_linear=0
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Tree=319
num_leaves=112
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decision_type=2 2 10 10 2 8 10 10 2 2 8 2 8 10 2 8 8 2 10 10 10 2 2 2 10 10 8 10 2 8 2 10 2 8 8 8 2 2 8 10 10 2 10 8 2 2 10 2 10 10 2 10 8 10 10 8 10 2 10 10 10 2 10 10 2 10 10 10 10 10 10 10 2 10 8 10 8 2 2 10 2 2 10 2 2 10 10 8 2 8 2 10 2 2 8 8 8 2 2 10 2 2 2 2 8 2 2 2 2 2 8
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leaf_count=13727 401 1565 416 13962 168 3476 507 278 784 625 13117 1162 2754 1049 1611 237 951 733 2735 800 240 263 261 2373 617 59 504 168 341 3525 125 530 3265 2203 2157 576 1648 577 3171 2158 2026 9406 3138 2372 1623 21129 102 1039 1942 377 1745 545 975 2093 5092 493 5441 1979 744 739 745 11765 315 596 1311 3205 528 964 1463 304 333 5505 291 749 483 225 302 213 185 2493 121 1336 315 441 496 407 101 1189 324 114 126 85 296 326 2174 1386 79 3688 603 149 91 314 1091 291 307 329 562 547 487 137 1872
internal_value=0 -0.000352819 -0.000698659 -0.00227922 0.00151762 -0.0010384 0.00309905 0.00547891 0.00220783 0.00118823 0.00161312 0.00304656 0.00408922 0.00511931 0.00887328 0.00266638 0.0144529 0.00338852 0.00475678 -0.000980945 0.00620779 -0.000673189 0.013145 -0.000815806 0.00328567 0.00794238 0.0148844 0.000540412 -0.000179687 -0.00225651 -0.00356091 -0.00393768 -0.00232719 0.000265898 0.000151453 -0.00115346 0.0019761 0.000768795 0.00283051 0.00125166 0.00530912 0.000172854 -0.00166911 0.00046933 -0.00353495 0.000908394 -0.00237983 0.00424901 -0.0028712 0.00104936 0.00667957 -0.001981 0.00466014 -0.00253294 -0.00547158 0.0105984 -0.000558739 0.00133794 -0.00468773 -0.00304716 -0.00603683 -0.00378204 0.00218478 0.0101336 0.00179448 0.00770833 0.00022899 0.00567435 0.00831009 0.000195134 0.01254 -0.000185894 -0.00319975 0.000761111 0.0062698 1.00946e-05 -0.00166735 0.00874908 0.0150028 -0.000484064 0.0140319 0.0183951 0.0166882 0.00392191 0.0104099 0.0160697 0.0216628 -6.28392e-05 0.00687668 0.0152828 0.00964041 0.0123907 -0.00323067 0.000523832 0.00147263 -0.00400677 0.00353792 -0.00827944 -0.0016276 -0.00741975 -0.0107392 -0.000326952 -0.00149563 0.00552425 -0.00298856 0.000961685 0.00378739 -0.00151276 0.00805127 -0.00693971 0.00230181
internal_weight=0 9604.58 8110.38 1997.55 1494.2 1310.02 239.421 186.69 149.73 3640.39 3166.29 1348.49 1061.44 872.158 264.022 131.002 133.02 608.136 505.967 128.055 68.1386 189.287 42.0938 287.044 132.003 74.4144 39.1705 1817.8 6112.83 833.755 691.423 683.181 507.969 303.676 5279.07 1693 475.168 3586.07 796.892 610.191 252.456 2789.18 357.735 2676.08 258.442 2417.64 1217.83 79.5036 1138.33 214.357 377.913 1070.6 77.2382 993.363 393.056 50.8393 600.308 415.333 184.974 291.455 204.293 923.972 1337.83 52.5685 1285.27 186.701 1753.94 116.456 102.36 46.0057 13.4284 1637.49 386.618 1250.87 142.493 1108.37 78.2921 51.6332 64.2007 1056.74 56.3546 42.0373 23.0822 142.332 48.8807 34.0497 26.2291 93.4511 41.7276 22.6628 67.9706 59.1481 102.169 407.198 375.686 156.367 41.6996 175.212 474.094 79.5182 64.5428 394.576 349.693 57.2545 292.438 149.489 123.04 70.0268 63.8618 142.95 1205.83
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is_linear=0
shrinkage=0.0227381


Tree=320
num_leaves=112
num_cat=0
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split_gain=12.5928 11.8416 12.0549 11.8625 16.638 12.2786 16.5396 11.5957 11.2809 12.5328 12.2643 10.8023 10.4922 10.2901 13.7934 10.4026 9.99095 9.71531 9.38742 9.27359 9.13506 11.0578 9.98563 9.37229 8.86606 8.86591 9.06628 8.79632 10.6994 9.80075 11.267 8.68837 9.07188 8.58451 8.56482 8.19307 7.99216 9.50931 8.46148 7.96662 9.31806 9.07379 8.80915 9.56781 7.95253 7.75112 7.52987 7.35768 7.33801 7.49931 7.28898 7.36792 7.23938 7.17582 7.10615 7.10283 6.97501 6.9426 6.56428 6.40527 6.34626 5.8688 5.85599 5.78568 5.5824 5.54628 5.20677 5.31619 5.07846 5.79383 4.94151 4.86297 4.72809 4.69606 7.47372 4.67125 4.66736 4.64433 6.49444 4.44153 4.34636 4.20647 3.99059 3.78903 3.66769 3.66419 5.31287 4.91196 4.67179 4.83927 3.60422 3.59766 3.48421 3.45376 3.40839 3.2486 3.24744 3.10759 2.99565 2.94224 2.92681 2.8693 2.79435 2.78552 2.68552 2.386 2.38208 2.26702 2.16778 1.99066 1.85963
threshold=32.696783025325125 37683.746250000004 3.5000000000000004 7.5000000000000009 41.500000000000007 -0.055371472612023347 -0.022653929889202114 0.1471403241157532 -0.0035350177204236384 347993.92500000005 0.35812224830602307 21.427789185489392 0.98035000000000017 0.010804500000000002 -896.3205128205127 1.0000000180025095e-35 0.26498169845981018 -0.033319324254989617 114010.42500000002 355.70627691111974 877518.00000000012 0.023904761904761908 118815.75000000001 0.16875000000000004 0.019533055834472183 -0.094608664512634263 0.048550000000000003 -0.047193732112646096 0.05025000000000001 4050022.5000000005 4010585.9175000004 -0.094805162400007234 0.3031486301181911 -0.014872720465064047 7.1449579831932786 0.0070688172709196815 0.33304824656361043 8.5000000000000018 0.15424266455194294 -0.0011214378755539654 20.500000000000004 0.052450000000000004 0.0043964534997940072 3.5000000000000004 -0.028492343612015244 -0.02075182273983955 0.07991596638655464 31943.16 0.14208859344905805 -2111.5833333333326 24.266996699669971 146370.66750000004 0.39212682950654604 -0.02360845077782869 -1294.3874999999998 -415.49999999999994 -0.0075446609407663337 135.73977203892051 0.073950000000000002 0.96595000000000009 688517.1675000001 -364.49999999999994 -695.09166666666658 0.45496311038213449 15.500000000000002 0.015463035406223952 -5137.4999999999991 4.5000000000000009 0.00094248633831739437 -0.004952455172315239 0.032221667468547828 0.0012268282589502635 0.076450000000000004 0.15380319425848413 0.0013032421702519061 -936.49999999999989 17292.476250000003 0.97735000000000005 -0.049335995689034455 0.81451060917180029 0.6873442514704543 -13942.499999999998 -0.015236061532050369 0.010169978253543379 0.01628113724291325 -798.49999999999989 -559.49999999999989 -0.0048800630029290906 -0.076308380812406526 0.019831911660730842 0.012616198044270279 21.500000000000004 42565.466250000005 0.14073853194713595 0.11895000000000001 -0.011407792102545498 -585.92857142857133 0.63717153116756176 0.80620000000000014 -599.49999999999989 11.560487804878051 42565.466250000005 2907.7875000000004 0.056169248040909052 24098.312500000004 0.0014488766319118442 15.500000000000002 -391.49999999999994 0.0046375941019505271 0.082619938999414458 0.40312500000000007
decision_type=2 10 2 2 2 2 2 2 2 10 10 2 8 2 10 10 10 2 8 10 10 10 8 10 2 2 10 2 10 10 10 2 8 2 8 2 10 8 8 2 10 8 2 2 2 2 8 8 10 8 8 8 2 2 10 10 2 10 10 10 10 8 10 8 10 8 2 10 2 2 2 2 8 10 2 2 10 8 2 2 8 2 2 2 2 10 8 2 2 2 2 8 10 2 8 2 8 10 10 10 8 10 8 2 10 2 10 8 2 2 8
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internal_value=0 0.000327078 5.82505e-06 0.000308306 0.000244967 -0.00136289 5.84916e-05 -0.00235277 0.00210387 0.00389415 -0.00317165 -0.00288432 0.00143884 0.0011 0.00156173 0.000440459 0.00367046 0.00132538 -0.00162571 0.00264611 -0.00333986 0.003493 -0.00376197 0.00085987 0.000628485 0.00149908 -0.00030692 0.00283053 0.011228 -0.000129531 0.00579177 -0.000586916 7.78957e-05 -0.00286855 0.00221663 0.00750465 0.00294117 0.00159617 0.0100974 0.000879562 0.00324919 0.00866481 -0.00389721 0.00240174 -0.00267262 -0.00368112 0.00198278 -0.00553714 0.00127205 -0.00176965 -0.00255107 0.000592094 -0.00133511 0.00263275 -0.00569919 -0.0011977 0.0072294 -0.00229316 0.00514983 -0.00807247 -0.00810048 -0.00299422 -0.00515291 0.00391538 0.00985356 0.0109521 0.0074911 0.00658836 -0.00433712 0.0117736 0.0164544 0.00320099 -0.00484014 -0.00610973 0.0024781 -0.00709564 -0.00421114 -0.00201492 0.00656276 -0.00392795 0.0101668 0.0110251 0.00810539 0.00918973 0.000477174 0.0118781 0.0123351 0.0102148 -0.00581856 -0.00850523 -0.0010653 0.00255585 0.00553338 0.0100075 -0.00559424 0.0114412 -0.00401835 -0.00554372 -0.00724449 -0.0111251 0.0133063 0.0136832 0.0170045 0.00435594 -0.00713319 0.00130657 -0.00814884 -0.00412418 -0.00558219 0.00698163 0.0106114
internal_weight=0 13022.4 10109.8 9158.88 9111.67 1750.58 1090.4 499.846 590.555 438.574 482.174 950.879 2912.67 2742.64 2510.1 1645.53 864.573 1371.67 423.465 948.201 114.386 833.816 232.541 115.932 7361.09 3422.21 1455.1 1967.11 85.0416 3938.87 179.416 3434.29 2665.83 768.455 679.26 129.082 504.585 433.607 70.9778 550.178 330.463 185.313 273.86 1882.07 219.714 660.181 111.107 236.317 66.735 792.207 716.7 327.591 285.888 151.528 134.36 1275.68 71.6499 98.2268 75.5075 158.672 116.609 151.981 389.108 34.5994 49.2526 99.9516 23.4554 170.028 271.707 41.7032 29.6188 151.758 549.074 354.509 35.1666 319.342 232.153 180.567 30.483 26.2549 170.002 164.322 152.894 145.407 36.6752 108.732 16.2207 23.6108 74.7714 62.82 54.5206 48.9019 37.5436 28.5048 500.172 24.0977 150.084 134.792 121.87 87.0507 40.9602 98.8643 67.6845 31.1798 39.4574 29.5587 169.582 29.1305 39.1263 12.9224 47.2115
internal_count=201166 195952 147767 130664 130392 26805 15901 7502 8399 5676 7301 17103 48185 46038 39676 26834 12842 22020 8099 13921 1491 12430 6362 3116 103587 42762 19912 22850 1061 60825 2596 55820 44157 11663 9721 1833 5005 4321 684 7888 4341 3121 4814 21789 3547 10904 1645 4185 933 13520 12490 5439 4754 2454 2300 17316 1045 2688 1030 3583 3246 2723 7051 741 681 1455 667 2147 5591 685 470 2508 9259 6310 572 5738 5214 3912 506 349 2837 2649 1921 1820 658 1162 242 504 2021 1571 1116 661 629 456 8598 381 3406 3123 2473 2409 509 1076 727 349 600 837 3252 378 763 650 272
is_linear=0
shrinkage=0.0227381


Tree=322
num_leaves=99
num_cat=0
split_feature=178 180 183 30 127 128 50 207 187 213 207 19 228 196 53 205 217 86 145 39 181 145 136 200 128 198 16 126 226 187 226 154 16 230 181 228 185 191 123 121 136 161 200 218 119 143 161 86 169 18 122 162 10 7 65 176 136 230 212 149 69 69 210 228 86 149 67 157 183 41 215 217 135 204 187 16 174 228 123 217 18 41 176 154 231 59 161 210 149 198 212 184 124 189 221 141 190 180
split_gain=10.0802 11.4053 9.36687 10.4786 13.7555 13.2197 12.9078 13.2288 12.4869 12.1719 11.7259 11.5285 11.295 10.6621 10.6023 10.5779 15.1708 10.548 11.6375 10.1197 10.7582 10.0273 10.013 9.56829 9.15821 9.13347 9.09489 9.05462 8.77145 11.9756 8.9652 8.72645 8.71184 8.3643 8.00468 7.74659 7.52849 7.43743 7.23919 7.13622 6.98208 7.29906 7.10285 7.47874 6.65761 6.58397 6.48798 6.4741 6.43791 6.10875 5.96377 5.94945 5.8013 7.59958 6.44779 5.70116 5.68703 5.37585 5.21166 5.20643 5.1887 5.03317 7.06274 5.02001 6.08722 4.89145 4.76672 4.74271 4.67598 6.30877 4.15005 4.02283 4.3398 3.93178 3.9179 3.91086 3.88418 3.85204 3.27779 3.0611 3.38332 3.01558 2.85556 2.79312 2.75834 2.70941 2.67229 2.60394 2.34962 2.09595 2.04816 1.93189 1.81527 1.74916 1.72681 1.41816 1.36606 0.764818
threshold=0.81534090909090928 5725.7130000000006 -2878.4999999999995 3.5000000000000004 3808.4633491959808 225375.00000000003 1.0000000180025095e-35 0.0035109641030430798 3.4760470453241541 -0.034820627421140664 0.026588617824018005 9.5000000000000018 0.025911672040820125 0.9490569830678246 0.051550000000000006 -0.066302888095378862 -0.0033622457413002844 0.034550000000000004 863.58332104120529 0.69380830051702447 55258.875000000007 952.07517045319344 0.94730617704218234 72.500000000000014 34228.125000000007 0.34687198905071098 -6049.4999999999991 0.40982714479423965 0.0024027095641940836 7.7611687275628247 -0.0078472765162587148 28133.055000000004 -829.49999999999989 0.0025563666131347422 260382.75000000003 0.014511078596115114 4363.2596411483273 11.500000000000002 0.86326101438313441 0.10728508987516834 0.51502497423662252 0.53841407421344101 26.500000000000004 0.0054793250747025022 2.5000000000000004 -1134.4999999999998 0.53125207406382391 0.062550000000000008 0.045318838061540405 -4093.4999999999995 0.048277592203130514 0.23217161376341211 5.5000000000000009 31655.250000000004 0.060850000000000008 8.5000000000000018 0.87850346845817062 -0.0010150859015993772 -0.045149922370910638 774.32222222222242 0.0014500000000000001 0.00035000000000000005 0.041118225082755096 -0.010960870888084171 0.10995000000000001 -270.70979020979013 0.010750000000000001 145275.75000000003 -1528.4999999999998 0.34496990492100627 -0.025168435648083683 -0.013602812774479387 0.19674087154190631 -0.006353256292641162 7.7611687275628247 -2323.4999999999995 8.5000000000000018 0.0022433890262618665 0.8839065501109219 -0.016305377706885334 -5006.4999999999991 0.55583709744822496 10.500000000000002 8368971.7500000009 -0.00077900802716612805 0.72230000000000016 0.29521216956623991 0.0079565159976482409 -729.93999999999994 0.02955240079593148 0.0030954248504713182 26577.750000000004 43.626283367556475 0.037152058891189332 0.028005808591842655 0.10131716983182144 68.500000000000014 8835.3585000000021
decision_type=10 10 8 2 2 10 8 2 8 2 2 8 2 10 10 2 2 8 8 10 8 8 10 10 10 10 2 2 2 10 2 8 2 2 10 2 10 8 10 10 10 10 10 2 10 10 8 10 8 2 10 8 2 10 10 10 10 2 2 10 8 8 2 2 8 10 8 10 10 8 2 2 8 2 10 2 10 2 8 2 2 10 10 8 2 10 10 2 10 10 2 10 2 8 2 2 10 10
left_child=2 -2 22 4 8 6 38 12 45 10 28 32 13 21 19 16 -16 18 34 23 -21 -8 33 -9 -20 26 -19 37 29 50 -31 -17 36 44 -13 48 46 -14 73 -3 42 63 43 57 74 70 -11 -38 -30 -41 -6 -45 54 -54 -34 -15 -43 -10 -24 -27 -7 71 79 64 -42 -37 -65 93 89 -70 -4 85 -73 -5 -1 -74 97 -64 -71 82 -81 -77 83 -63 -51 -60 -44 95 -89 94 -62 -82 -69 -40 -12 -72 -46 -35
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leaf_count=177 125 130 108 128 543 93 32453 24443 629 7532 478 3546 404 459 1544 163 1913 3528 853 493 2336 19160 136 1494 2331 716 53832 142 717 728 805 11999 2102 87 734 265 190 1552 132 129 264 152 170 263 77 155 2130 119 2218 157 635 922 1329 706 436 171 163 591 90 103 104 395 152 146 449 226 4127 124 62 158 70 107 166 135 125 113 93 82 326 83 71 127 84 69 172 102 67 93 98 79 163 1447 122 91 73 268 92 157
internal_value=0 0.00790723 5.14225e-05 0.000130504 -0.000528683 0.000765116 0.000700788 0.000605721 -0.00460013 -0.000253358 0.00300255 -0.000576889 -0.000168 6.96665e-05 0.00195843 -0.000421978 0.00733431 -0.000152246 0.00277976 0.00292515 0.0103614 -0.000115929 -0.00459918 0.00249164 -0.00098423 -0.000549383 -0.000396586 -0.00606611 0.0041879 0.000685718 0.0055762 -0.00142108 -0.00316436 0.00298021 0.00561789 0.00689234 -0.00495714 -0.00753005 0.0114636 0.0115228 -0.0061139 -0.00915631 -0.00257176 -0.00416399 0.00916895 0.0055329 -0.00561188 0.00614237 0.00854117 0.0147581 -0.00485149 -0.00880778 0.000116757 0.00309316 -0.00339091 0.00746555 0.00362329 0.000922436 -0.00758491 -0.00809067 0.0171128 -0.00856747 -0.0107333 -0.0105976 -0.0011063 -0.00176089 -0.0122767 0.0176695 -0.00612295 0.000587935 -0.000371341 -0.000583636 -0.00539829 0.000635636 0.0144054 0.00246853 -0.00610026 0.00353238 -0.00555227 -0.0126367 -0.0150847 0.00887546 -0.00446398 -0.00746145 0.0182659 0.00791156 0.00937467 -0.0042376 0.00288345 -0.0114841 0.0215765 -0.0161383 0.0232658 0.00275853 -0.0135755 -0.00841668 -0.00373186 -0.0105891
internal_weight=0 76.3973 13145.3 12933.7 6344.73 6589.01 6572.12 6523.58 393.321 5951.41 531.486 5419.93 4154.71 4001.94 2368.87 685.574 72.0106 4663.66 550.178 1683.3 81.876 3912.23 211.575 1601.42 238.925 4113.48 4040.66 152.764 474.504 211.455 112.253 613.564 756.269 59.7956 311.253 263.049 486.215 144.937 48.5389 64.7307 345.167 178.35 166.818 152.142 35.5105 48.1534 463.146 23.0686 221.042 52.3819 99.2022 76.2434 270.054 146.641 123.413 89.7121 16.7566 75.8987 151.779 72.8179 16.8934 145.014 111.74 161.593 26.4344 42.0064 135.159 27.4011 56.9821 28.7049 35.4967 33.2739 23.2387 21.1378 24.5451 14.5361 24.2851 12.2877 21.7729 99.4522 70.9326 9.31802 28.5196 23.6728 40.6754 10.0352 14.6756 29.6269 11.9422 28.2772 13.0377 67.3822 16.42 10.9811 23.5953 17.6847 10.9654 17.214
internal_count=200798 713 200085 196053 96235 99818 99458 98726 8735 87500 7313 80187 54341 52243 44385 15619 3457 65643 7464 28766 2829 51613 4032 25937 3184 58179 57360 2098 6137 2711 1533 12162 14544 808 4280 3426 9971 1956 732 588 7943 5301 2642 2405 471 792 9662 309 2935 458 1178 1185 4573 2035 2538 630 315 1220 3224 819 360 3088 2383 4986 713 491 4273 469 1176 546 637 705 513 263 302 406 337 234 484 2149 1601 240 548 464 329 192 237 529 191 630 267 1518 246 223 551 338 169 244
is_linear=0
shrinkage=0.0227381


Tree=323
num_leaves=112
num_cat=0
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split_gain=13.8934 9.52991 13.5028 12.5332 11.7977 12.3578 16.0859 11.9767 12.4173 11.2351 10.4489 11.6131 10.4659 10.664 10.3161 10.0643 9.96403 12.4808 10.0761 9.58352 9.36145 9.31744 14.9976 14.5454 11.1812 10.7916 10.6826 9.04802 9.00714 8.85416 9.49467 11.6113 11.8484 8.6808 11.8373 11.666 9.45233 8.67727 9.23004 8.5303 8.46007 8.38506 8.30816 8.25803 12.6385 12.0668 11.8998 16.4565 13.2107 11.4043 10.2779 9.75471 9.98877 8.77003 8.75612 12.6066 8.57708 8.35808 8.30872 9.22234 8.19822 8.91179 8.30725 8.94102 8.03885 8.01144 8.00999 8.00482 10.5563 7.89657 7.72326 7.6983 7.67401 7.66231 7.63498 9.01728 9.48296 9.27206 7.61648 7.59379 7.56679 7.54529 7.38568 7.38471 9.27732 7.37896 7.29552 7.1778 11.2899 14.5777 14.9866 12.8065 9.88991 9.64774 12.0426 10.662 9.30936 10.8167 9.24942 8.17148 8.13423 7.76559 8.15014 10.284 7.9882 8.10861 10.0804 7.98607 7.57585 7.21913 7.15445
threshold=1.0000000180025095e-35 -10669.499999999998 -4215.4999999999991 0.97162977867203237 1.0000000180025095e-35 -611.49999999999989 23109.750000000004 0.12955000000000003 0.91557780417444434 -0.029929541051387783 1.0566745624822425 0.085713786851000007 28892.435625000002 0.50631168560677398 0.4167932676121478 36666.600000000006 0.92139977515246596 0.96147025938763597 6.5000000000000009 18829.466590909095 -0.018749570474028584 0.012468617409467699 0.14345000000000002 0.97195000000000009 32604.750000000004 4418.3453571428572 0.1420122613705963 6.5000000000000009 0.98435000000000017 41.500000000000007 1046729.2500000001 0.11859918423844851 19.500000000000004 0.35115548980617733 5.5000000000000009 22.500000000000004 1999.4625000000003 0.046536796536796543 0.17904370021432292 3.5000000000000004 35.500000000000007 -0.0067442844156175843 0.74012793253853648 0.33542730127630122 0.89381360652099695 1.0111122052073644 0.048584384204248786 755325.00000000012 112542.75000000001 14.500000000000002 0.25865000000000005 -0.002268564072437584 0.25655085295280616 -0.0094913286156952364 14303.302500000003 0.90448591752960772 0.050104602510460262 148330.89000000004 33302.250000000007 238.30180434377769 0.014406824950128795 0.029554210760940735 173159.10000000003 -0.0036332890158519144 0.077600000000000016 0.72215581585597666 0.0082482658326625841 -0.021328238770365712 -0.0013786747585982082 0.74944933920704859 0.19790000000000005 202653.00000000003 -0.005414780927821993 0.15653014253638384 0.22588452827612854 0.51483195198128995 0.21393904092753188 0.068217054263565904 0.42117368155645457 1.1286881795493928 0.14824989824989829 0.32682603856357767 0.039823768320938806 -0.03610915690660476 55537.500000000007 -17724.499999999996 0.10300191864371301 0.37804822752179762 0.043050000000000005 0.055666223992917228 34228.125000000007 0.53949157792016933 0.10480030721966208 0.04999976543320226 140955.44000000003 -396.58333333333331 0.0055166897363960752 -307.49999999999994 0.5413066904438556 570.92416720271297 0.2024786501433323 0.011781081049075421 -0.011343496851623057 0.18350168350168353 -0.017322545871138569 82621.125000000015 -0.003883508150465786 -0.015869149938225743 0.89105706932756901 -0.043237114325165742 10.500000000000002
decision_type=2 2 2 8 2 2 10 8 10 2 10 8 10 10 8 10 10 10 10 8 2 2 10 10 10 8 8 10 10 2 8 10 8 2 2 2 10 10 10 8 10 2 10 10 10 10 10 2 2 10 10 2 10 2 10 8 10 8 10 8 2 10 10 2 8 10 2 2 2 10 10 2 2 10 10 10 8 8 10 8 8 2 10 2 10 2 2 8 10 10 10 8 8 10 10 10 2 10 8 10 10 8 2 8 2 10 2 2 10 2 2
left_child=1 2 3 9 10 6 27 -7 19 14 11 12 13 20 -1 71 65 18 66 85 -4 22 25 24 -23 -13 -25 -6 110 33 -31 42 -33 35 -35 36 -11 38 82 -10 -37 -36 -32 45 53 46 50 48 -48 -46 74 52 56 57 -53 -56 -50 -45 59 -47 61 -16 -62 -64 -61 81 -18 68 69 -66 -54 -12 -60 -55 -2 76 -76 -78 -67 -51 -29 -5 -17 -14 -85 -9 -40 92 89 90 -89 -92 101 95 96 -94 100 109 99 -90 -95 102 103 -3 105 106 -103 -108 -107 -98 -8
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leaf_count=573 8365 87 380 354 1229 336 1458 244 274 1674 1188 1250 1076 941 537 292 689 2431 268 256 2822 11043 5107 6759 4716 32275 7485 296 212 5023 651 947 2725 3982 197 1487 2591 257 7923 373 1023 623 785 109 715 763 1236 793 1293 1024 636 5225 2916 464 1139 1803 787 162 766 727 2099 3205 626 1095 182 12701 265 3967 850 504 611 215 1412 228 325 1850 854 181 175 102 106 322 584 1292 2915 441 157 614 1243 960 647 1113 1323 508 1047 413 143 241 919 242 305 188 408 195 7163 383 125 240 403 158 827
internal_value=0 -0.000182708 0.000130426 -0.00129794 0.000702643 0.00388234 0.0013182 0.00848876 0.0108488 -0.000246189 0.00038735 0.000708141 0.00376141 0.00761804 -0.00411314 -0.00263435 -0.00382268 0.000114699 0.00802349 0.00524575 0.00957621 0.000316532 0.00134804 -0.000726951 -0.00231202 0.00198523 0.00139603 -0.00461357 0.00508778 0.00061684 0.0026831 0.00523911 0.00772107 -0.000930476 -0.00373613 0.00100335 0.00348255 -0.00413293 -0.00474713 0.0186325 -0.00383794 0.00502021 -0.00178658 0.00157938 0.00583001 0.00123818 0.00198276 0.00325692 0.00374402 0.000574896 -0.000182295 0.00429227 0.006643 0.0115415 0.00256888 -0.000863074 0.00371353 0.00115566 -0.00176598 -0.00322334 -0.00554214 -0.00844183 -0.000394106 0.00581214 -0.00454731 -0.00564314 0.00189502 -0.00573911 0.000156079 0.00740348 0.0101349 0.00369088 0.00341995 0.0158528 -0.000772931 0.00266532 -0.00110671 -0.00538109 -0.0065566 -0.00560602 0.00521835 0.00318912 0.00134819 0.00126662 0.00277902 0.00890467 -0.00655754 -0.00171484 0.00148455 0.00471202 0.00930678 0.0138693 -0.00237499 0.000209556 -0.00229318 0.00406637 0.00140417 -0.00461675 -0.00429911 -0.00862333 0.00538404 -0.00373955 0.00164407 0.00803429 -0.00451367 0.000753219 0.00690387 0.0128929 -0.00407909 0.00310945 0.00639446
internal_weight=0 10257.4 8523.26 2434.75 6088.51 540.485 354.317 186.168 157.88 1725.42 5548.02 5021.51 562.427 213.98 308.912 526.511 709.331 226.816 63.8593 100.168 185.052 4459.09 2241.15 2217.94 1269.41 2007.92 948.533 136.926 217.392 1416.51 603.841 328.871 242.391 812.667 328.319 484.348 321.912 428.073 416.961 57.712 162.436 58.3909 86.4796 2978.06 211.012 2767.05 2219.8 1394.68 1346.11 114.826 825.12 1272.53 527.906 96.1858 744.624 251.864 296.72 31.4144 547.251 429.74 277.265 173.843 103.422 49.6252 371.189 482.514 49.4764 329.177 87.7104 43.5132 231.186 98.4385 117.511 64.7714 789.321 228.565 135.584 87.8025 439.297 62.9696 30.7918 43.2174 95.9858 348.447 289.409 77.0188 320.975 1734.1 294.771 190.217 119.715 87.183 1439.33 499.853 305.255 194.599 183.342 72.4138 104.554 71.033 110.928 939.475 116.89 48.808 822.586 124.305 53.0705 35.6229 71.2342 40.4889 203.245
internal_count=200834 160845 141777 47048 94729 6052 4128 1924 1588 29843 88677 78061 9426 4143 8135 10616 17205 3653 1222 941 3202 68635 38632 30003 15759 33525 14244 1631 2497 21708 10131 5108 3672 11577 4802 6775 4265 9213 8956 647 2510 820 1436 39989 2804 37185 28014 15803 15010 1841 12211 13774 5607 963 8167 2942 2080 271 9171 6993 7562 3742 3820 1721 6230 13552 954 5503 1536 686 3527 1403 2178 692 11575 3210 1360 1035 12876 1126 402 676 876 5283 4207 685 8080 19068 5738 3334 2374 1760 13330 4138 2402 1736 1355 542 2404 1485 813 9192 690 282 8502 1339 553 365 786 301 2285
is_linear=0
shrinkage=0.0227381


Tree=324
num_leaves=112
num_cat=0
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split_gain=10.8822 10.5673 15.6946 14.6397 14.1642 13.6618 14.9117 13.0014 12.2836 13.9717 11.7633 13.3009 11.6843 11.5821 10.764 10.4381 10.421 10.2574 10.3152 13.3596 10.2312 10.1807 10.028 9.53672 9.52584 9.2532 9.2443 11.3765 12.0241 10.5956 8.73208 8.66766 8.61368 8.55975 11.6795 15.5887 8.28281 8.20763 10.9965 10.3326 8.14501 8.11025 10.1795 15.2297 8.30459 7.89763 7.855 9.05536 7.79315 7.70344 7.70276 9.21949 7.63874 8.09918 7.581 8.37702 12.0051 8.03649 7.77273 7.57538 7.56447 8.18535 7.55469 11.4072 8.39156 8.33852 8.25606 7.53642 7.49654 7.48057 7.47978 7.46276 7.44752 8.83539 7.44491 7.39549 7.88011 7.89361 12.6852 8.52996 8.49869 7.28325 7.25955 8.74639 7.19781 7.17596 7.03466 7.00352 6.97568 6.941 11.1537 8.48241 6.75258 6.71135 6.66574 6.54842 6.48598 6.44592 7.59392 8.23548 6.42175 6.30535 6.26557 6.18658 6.16554 6.11827 6.06423 6.03192 8.43985 7.57234 5.86725
threshold=0.041006000000000008 0.017320500000000003 -367.49999999999994 21.301515151515158 8.005050505050507 197.30952380952382 0.12161516678692927 -0.015968601219356057 -0.001128102885559201 1.0000000180025095e-35 10.500000000000002 0.099762372063194785 -0.013391969725489615 911.45564893475751 0.83472300020273049 0.0062465759457481064 13171.821428571429 0.94730617704218234 2.5000000000000004 0.97492701015709748 270002.25000000006 0.33409785932721719 1007.0719700864485 0.017515941878744227 3.5000000000000004 0.87585000000000013 -0.012432352639734743 0.029304422498926581 1.5000000000000002 33728.250000000007 0.046950000000000006 -0.0052991441916674367 0.17215000000000003 0.055542479745283709 3.5000000000000004 3.5000000000000004 454504.50000000006 0.0098126609809696692 0.10975000000000001 193.04500764437185 0.048473211005330093 13353.750000000002 0.011069965083152057 0.095618657516244779 3.5000000000000004 0.33687943262411352 0.030732379294931892 2887605.0000000005 0.023473921231925491 0.016951273195445541 0.093174339440897022 12.600925925925926 0.071269673927317659 614.43656250000015 191537.10375000004 -0.052525227889418595 0.018919347785413269 234314.66121428573 0.2513191065723594 -0.018688212148845192 1.5000000000000002 -0.012940777465701101 0.02382591646164656 0.04809980403784201 0.94603019478748152 0.39415259503100603 0.12979266738883469 -0.0039322494994848958 0.29654438178220227 0.0019500000000000001 0.2513191065723594 0.026279331184923652 -0.041137456893920891 1.0000000180025095e-35 0.029038862325251106 -0.012233877554535864 -0.026024052873253819 -0.017307416535913941 0.007150000000000001 -1821.4999999999998 0.17000000000000001 0.26591998916844678 0.31830821443509316 -0.019351966679096218 0.062284683808684356 4.0887357954545465 375487.77750000003 -0.0081975669600069506 14.500000000000002 0.0069274553097784528 0.57472264479662449 0.90447979507895038 0.010625041089951994 1713.5000000000002 -0.053327733650803559 0.0063396452460438022 0.38848206813417357 -0.011178909335285423 344.56711764705886 55537.500000000007 0.13875460398743547 10.004385964912283 -0.0043243947438895694 59650.875000000007 6.2512626262626272 0.15968363494745919 -0.0070579918101429931 -0.0086828866042196733 0.066250000000000017 0.0024295876501128082 -4651.4999999999991
decision_type=2 2 8 10 8 8 8 2 2 8 10 10 2 10 8 8 10 8 2 8 10 8 8 10 2 8 2 10 2 10 10 2 10 10 2 8 10 2 8 10 2 10 2 10 2 10 2 10 2 2 10 10 8 10 10 2 2 10 8 2 2 2 2 10 8 10 8 2 8 8 10 2 2 8 2 2 2 2 10 2 8 10 8 2 2 8 10 2 2 2 8 8 2 8 2 2 10 2 10 10 8 8 2 10 10 10 2 2 8 2 2
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internal_weight=0 13130.5 42.0037 30.941 21.4195 13088.5 9893.95 9847.68 7612.5 7584.68 7480.84 3605.76 3875.08 3194.51 309.416 2235.18 649.723 217.252 1585.46 281.31 2885.09 2832.92 772.82 89.0819 2060.1 594.732 683.738 655.101 495.477 43.4008 1465.37 518.244 181.203 70.6342 947.127 432.471 242.889 189.582 45.6811 1566.3 1482.85 28.1056 28.6371 27.8176 210.676 107.434 103.242 91.1569 85.528 46.2735 52.1708 45.1635 99.2545 149.307 49.4224 99.8845 83.448 17.714 36.0482 103.843 91.9535 88.7089 9.19328 61.4409 38.0023 30.6503 15.751 40.8917 16.2771 56.2161 86.6933 31.6885 17.1495 18.4767 77.6565 72.1352 7.931 17.243 11.0524 9.5215 10.8224 9.20322 5.52126 8.56138 27.9205 21.1437 8.53067 68.6308 56.8398 11.791 19.1608 23.1271 19.5529 9.17393 11.0626 5.27408 22.7876
internal_count=201330 197494 802 619 420 196692 153998 153435 110321 109940 108620 54100 54520 42694 5354 43114 12295 4196 30819 5049 37340 36561 11881 1963 24680 6541 9918 9516 5533 1406 18139 7768 3475 1369 10371 8099 5173 2926 557 30654 27298 305 402 381 3680 1792 1888 1500 1182 563 779 642 1008 3836 979 2857 3356 706 721 1320 2590 2561 214 1155 444 357 316 781 292 1127 1101 596 219 240 2294 2114 267 299 267 199 218 185 180 193 343 262 198 1994 1622 372 165 403 195 169 183 165 226
is_linear=0
shrinkage=0.0227381


Tree=326
num_leaves=61
num_cat=0
split_feature=158 92 40 126 166 212 202 216 122 122 15 19 205 45 192 144 137 192 180 211 220 212 133 211 228 180 224 210 182 220 225 42 126 128 121 233 213 145 182 181 177 11 41 152 211 144 205 202 223 182 134 190 230 189 143 156 144 187 205 41
split_gain=10.462 10.9644 9.77893 9.00563 9.11823 9.68037 9.97418 10.2016 8.94345 12.3588 12.3713 9.81499 8.76298 8.56104 7.64242 12.5439 10.9032 7.17931 6.60136 7.02897 6.58002 9.23933 8.12236 7.15107 7.15407 6.63921 5.94005 5.83475 5.7901 9.12255 6.48995 5.43404 5.42596 5.1646 5.1404 4.6975 4.67342 4.60677 4.47562 4.29202 4.19343 4.70676 4.05928 3.97249 3.88706 3.71156 3.63123 3.32504 3.01489 2.95758 2.94322 2.76982 2.55945 1.64095 1.52047 1.49131 1.45821 0.842198 0.745633 0.271464
threshold=2874.9375000000005 1.5000000000000002 0.76702993007865949 0.62422328632730395 8.5000000000000018 0.028232142329216007 -0.055064583197236054 0.0079239569604396837 0.026703233680511428 0.027498205169353602 -13439.499999999998 8.5000000000000018 0.049905302003026016 0.8198000000000002 0.043636940653760718 -9.4999999999999982 1.0000000180025095e-35 0.70483996877439514 15475.419818181821 -0.029325225390493866 0.0205499641597271 1.0000000180025095e-35 0.10594981933661919 0.033732159063220031 0.014219203032553198 7042.6440000000011 0.0041867671534419068 0.023363611660897735 -1437.633333333333 -0.018855897709727284 -0.011837888509035109 0.39615000000000006 0.081124945189035139 45042.750000000007 0.18850364102143571 1.0000000180025095e-35 0.0016399292508140209 871.1594108069919 -831.60769230769222 27029.250000000004 0.33687943262411352 3.5000000000000004 0.19350502769441602 45265.222500000011 0.00058148274547420453 -75.499999999999986 -0.073577564209699617 0.14767312258481982 0.02282230090349913 -678.95454545454538 0.056997322895526455 40.500000000000007 -0.00090442824875935901 0.14260294865277076 -2827.4999999999995 150000.25500000003 -147.49999999999997 1.0000000180025095e-35 0.019605872221291069 0.28151900404279145
decision_type=10 10 10 2 10 2 2 2 10 10 2 10 2 8 10 10 2 8 8 2 2 2 10 2 2 10 2 2 8 2 2 10 2 10 10 2 2 8 10 10 10 2 8 8 2 8 2 2 2 8 10 10 2 10 10 8 8 10 2 8
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right_child=36 20 12 53 5 50 7 49 9 14 55 -13 26 58 15 -17 -18 44 19 37 33 22 32 -25 -26 35 56 -29 29 30 -32 -33 47 -35 -36 45 -38 -39 -40 42 43 -43 -44 48 46 -47 57 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61
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leaf_weight=5.2249705931171766 17.467526137828827 10.423284793272613 3.8237998792901635 15.926237794570627 7.9538948666304377 10.317849241197111 18.437450101599097 12.815301656723021 24.166523638181392 799.62868425622582 4.917840604670344 4.5036247726529828 7.2137714279815572 12.68208276666701 2452.9801533222198 15.956701863557099 9254.3063939837739 2.1830254411324859 11.025357703678308 44.692504924722016 14.403100620023908 9.1832161322236043 8.3755707796663081 9.7820480670779926 11.121452953666447 15.089681736193596 4.8217328321188688 3.1776389600709072 8.8202216401696187 11.661334677599362 53.205990829505033 2.3857538960874072 7.4409331679344239 9.9515641825273615 11.046570825390516 9.9850722299888712 17.369365341961384 33.516013006679714 22.117007834836841 5.1584705896675578 2.9854799415916196 6.7187338829971832 38.860726846382022 63.721829377580434 2.9586351513862619 7.5355152580887106 3.1635898849926862 7.1551675833761683 5.5619442081078878 16.395116869360212 10.646804474294184 3.7075096080079675 8.8711952501907945 4.4148455681279293 5.1986260251142111 6.527355270460248 3.3220756705850345 2.5071218013763428 10.053091013804076 15.046944307163356
leaf_count=98 102 140 122 508 97 95 154 110 462 16396 80 96 228 117 30549 125 140365 67 304 1124 163 97 81 131 124 167 137 90 102 140 549 102 56 117 118 138 92 846 143 46 115 184 1126 2810 157 69 130 60 234 100 89 79 92 93 207 112 66 55 124 212
internal_value=0 0.000145197 5.6446e-05 0.000118889 0.000147379 0.00613839 0.00897982 0.00335214 8.60091e-05 0.000151862 0.0115826 0.0181649 -0.00617597 0.0182393 0.000107322 0.00123852 -0.000171287 -0.00876733 -0.00542866 -0.00150603 0.00498459 0.00631485 0.00115783 0.010754 0.0125848 0.00796768 0.00602949 0.00987471 0.0146845 0.0167097 0.0193685 -0.0112263 -0.00414936 -0.00492812 0.00269034 0.0121467 0.0113231 -0.00434631 0.00990724 -0.0114716 -0.012396 0.000611329 -0.0135464 -0.0141568 0.00366793 0.00209109 0.0103687 -0.00981481 -0.0152465 -0.00593194 -0.00612824 -0.00424771 0.00890876 -0.0125513 -0.00552935 -0.00562482 0.0149153 0.0157606 0.0236082 -0.0131038
internal_weight=0 13195.8 12966.7 12846.4 12826.1 121.419 100.454 69.7649 12704.6 12563 40.1153 28.6701 120.274 30.6891 12522.9 2468.94 10053.9 101.209 141.656 92.4115 229.099 204.744 99.7299 105.014 95.2323 41.7935 19.0651 14.203 84.1108 73.6875 64.8673 85.1975 57.9364 24.3547 28.2933 32.6103 34.8369 78.2085 40.5545 49.2442 82.8118 10.5425 44.0192 72.2693 16.011 17.5206 8.62935 29.643 69.2838 29.2104 20.9647 10.9213 17.2468 20.3411 7.38165 11.4452 8.14381 5.67071 22.7352 22.4879
internal_count=200892 200698 198142 193449 192848 1029 845 507 191819 188185 750 558 4693 338 187435 30674 156761 4183 3634 2364 2556 2276 1090 1186 1055 471 510 394 931 791 689 3567 619 280 291 374 194 1970 297 1270 3465 306 1172 3159 616 207 342 328 3044 210 184 307 173 601 274 192 203 185 241 268
is_linear=0
shrinkage=0.0227381


Tree=327
num_leaves=112
num_cat=0
split_feature=137 187 158 190 41 30 149 120 95 151 151 52 123 184 180 187 220 169 221 6 185 204 19 151 165 167 16 208 183 203 38 135 220 150 211 217 161 131 214 184 18 41 15 221 31 31 180 213 132 213 214 131 225 204 133 210 6 184 213 184 15 131 190 30 223 144 167 187 155 169 149 225 180 209 123 131 180 231 44 182 45 131 151 136 31 5 141 211 224 206 153 120 42 190 203 133 207 120 144 16 57 221 225 44 230 214 211 206 192 176 223
split_gain=9.53364 12.5735 9.10145 8.98707 12.6166 15.3308 11.6022 12.1363 10.0563 13.0902 16.9032 12.3476 10.9488 10.6222 14.2636 9.72053 9.4223 9.98142 9.33511 9.4283 9.23558 8.86779 9.36082 8.74733 11.8955 13.7008 10.5863 12.3359 11.1987 15.8852 10.315 10.2126 9.87952 10.3482 14.6268 9.86703 9.79489 10.036 9.05682 9.03878 8.64542 8.52726 8.52585 9.66914 8.85179 8.36644 8.28242 8.22916 8.03257 13.2052 8.01892 9.79338 7.99435 9.91303 7.93959 9.05795 8.56013 7.89328 14.0193 9.21137 8.76142 8.20651 7.61591 7.55158 8.33546 6.89882 6.6193 6.61575 9.60942 6.58553 6.50249 6.43295 8.0049 6.36146 9.98563 7.76919 6.27002 6.06163 7.72075 5.99642 5.84022 5.75235 5.68952 5.6516 5.64189 5.61682 5.55549 5.55014 5.20352 4.95165 4.51804 4.4465 4.41185 4.35972 4.19073 4.1649 4.13598 4.19169 4.21171 4.12763 4.02938 3.97341 3.70261 3.68109 5.95849 3.65963 3.65082 3.58591 3.50253 3.43261 3.41963
threshold=1.5000000000000002 2.4425033058691894 2874.9375000000005 15.500000000000002 0.028977496900740151 4.5000000000000009 -1286.6410256410254 1.6816754960087485 1.0000000180025095e-35 -209.49999999999997 264.50000000000006 0.061500000000000006 0.8632573205780395 230498.36250000002 14303.302500000003 3.1192253020611234 -0.015717040747404095 0.105259468871454 0.018216643482446674 544495.50000000012 1580.2701285259329 0.076201535761356368 21.500000000000004 -447.49999999999994 0.42206477732793529 0.72077922077922085 -497.49999999999994 -0.058763409033417695 -616.49999999999989 -0.050958540290594094 1.5000000000000002 0.34230019806809514 0.0228570681065321 -499.49999999999994 0.0036471170606091623 -0.0084216431714594347 -1.0000000180025095e-35 0.57073332626771822 0.0093732490204274672 192432.26250000004 -4521.4999999999991 0.56826400405960509 -14436.499999999998 0.0027844675350934271 13.500000000000002 9.5000000000000018 9762.5062500000004 -0.026538640260696408 0.01688009023363132 0.020071122795343403 0.016961570829153064 0.3031486301181911 -0.024038298055529591 -0.059381730854511254 0.061039145220666391 0.0014548514736816289 514822.50000000006 116007.18750000001 -0.0063167067710310212 47670.375000000007 -21984.499999999996 0.17904370021432292 12.500000000000002 1.5000000000000002 0.0033847222803160553 -413.49999999999994 1.0238095238095239 10.97700845665962 324457.13250000007 0.017247620157102919 -702.64102564102552 0.024585085920989517 18527.681250000005 0.016543017700314525 0.9999970358201189 0.5796383860981299 11660.122500000001 0.0015335715143010022 0.98335000000000006 -1584.633333333333 0.67700000000000016 0.14277511462662987 -1041.4999999999998 0.98586803891591679 10.500000000000002 160715.25000000003 0.063590304850775131 0.036232963204383857 -0.018518621101975438 -0.021065385080873963 306033.75000000006 3.2177484965680185 0.13565000000000002 36.500000000000007 -0.018266047351062294 0.036362586331172307 -0.038134353235363953 8.4395288848127379 -61.499999999999993 -2002.4999999999998 0.072550000000000017 0.00073263252852484595 -0.0079654864966869337 0.98935000000000006 -0.0089174243621528131 -0.0047206503804773084 0.020035769790410999 0.020104502327740196 0.33473389355742306 4.5000000000000009 0.02282230090349913
decision_type=2 10 10 10 10 2 10 2 2 8 10 8 10 10 10 10 2 8 2 2 10 2 10 8 8 10 2 2 8 2 2 8 2 8 2 2 8 8 2 10 2 10 2 2 2 2 8 2 10 2 2 8 2 2 8 2 2 8 2 8 2 8 10 2 2 10 8 10 8 8 8 2 8 2 10 8 10 2 8 8 10 10 10 10 2 2 2 2 2 2 10 2 10 10 2 10 2 2 10 2 10 2 2 10 2 2 2 2 8 8 2
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internal_value=0 0.00036731 0.00213606 0.00015201 -0.000397771 -0.000803877 3.93795e-05 0.000411466 0.00209163 -0.00214107 0.00604566 0.00108936 -0.00105848 -0.00252373 0.0152339 0.00201566 -0.00540601 0.000405375 0.00631837 0.0105084 0.013181 -0.00246708 0.00374138 -0.00281103 0.0167636 -0.00323447 0.0045524 0.00235789 0.0053281 0.0135084 0.00783512 -0.00253987 0.000974796 0.00363241 0.0123968 0.00397923 0.0162061 0.00565255 0.0107635 0.0155851 0.00253609 0.00561153 0.0159334 0.00926896 0.000453253 -0.00126871 -2.68101e-05 -0.00245624 0.00467687 0.00408631 -0.00402093 -0.00846651 -0.00161791 0.00219831 0.00058308 0.00437408 0.00760259 0.00031118 0.00217055 0.00426802 0.0129875 0.00300554 -0.000304511 -0.00110292 0.00231935 0.00214996 0.00360445 -0.00290136 -0.00180885 -0.00496749 -0.000683134 -0.00607317 -0.00100996 0.000471011 -0.00222261 0.000104178 0.00868692 -0.00659727 -0.000219997 -0.00111552 0.00102719 0.00925123 0.0150635 -0.000901551 0.00241591 0.00805356 -0.00649302 0.00582615 0.0137407 0.0209884 0.000422317 -0.00881144 0.00308025 0.0038985 -0.00315668 0.00878462 0.0137635 0.0130969 -0.00639598 0.0204699 -0.000460627 0.00459009 0.00268699 -0.00126889 0.0192807 0.0179302 0.00636457 0.0210926 0.0267541 0.00215819 0.0076991
internal_weight=0 12963.9 1398.46 11565.5 6935.58 5967.84 3664.99 3418.81 967.735 2302.85 82.4127 2781.76 837.824 637.052 33.3404 1943.94 317.428 319.623 263.467 129.328 108.462 2220.44 112.096 2108.35 27.3481 1988.83 686.44 420.267 261.144 58.0518 266.173 159.123 4629.88 585.613 73.1048 119.52 57.6566 46.3938 35.5397 95.0097 203.092 141.262 27.6227 242.529 704.268 481.598 417.417 277.961 139.456 222.67 263.297 111.821 84.748 512.508 4044.27 261.97 170.807 3782.3 935.476 568.562 61.8083 506.754 2846.82 366.914 191.369 631.615 492.319 139.296 91.163 246.177 120.253 112.729 2215.21 999.642 1215.57 125.278 30.5535 41.6276 712.016 626.27 452.802 79.8184 51.0632 372.984 191.641 95.5993 173.468 85.7468 29.4083 21.1255 56.3385 91.8533 470.88 438.097 94.7248 97.3913 54.8651 41.168 59.5901 34.5175 151.476 68.2162 396.929 85.278 50.3422 21.3803 31.5729 32.4411 21.1976 113.64 38.4928
internal_count=200736 195009 15231 179778 120197 110707 64222 58502 9490 46485 1575 45542 12310 12960 534 33232 7429 5531 2749 1309 1184 44910 1925 42985 314 40725 8211 6264 4480 971 1947 1784 59581 8021 1085 2260 838 495 366 1058 3509 2422 514 1783 6741 4793 4099 2652 1447 1948 5727 3579 1611 6936 51560 3203 1895 48357 10133 6405 541 5864 38224 3728 1874 14171 10598 3573 1308 5720 2687 1289 24053 10170 13883 1035 254 724 7020 5452 3273 582 420 2691 1400 731 2179 1568 533 416 1035 1033 6212 5622 781 913 532 651 569 286 2148 986 4971 1080 733 268 739 552 419 1908 806
is_linear=0
shrinkage=0.0227381


Tree=329
num_leaves=86
num_cat=0
split_feature=64 158 137 152 26 153 121 190 92 121 31 183 200 131 67 19 127 185 176 193 142 157 212 187 169 221 197 226 187 210 143 218 231 231 154 122 182 69 128 81 12 218 122 57 225 71 221 215 89 230 221 230 209 214 162 154 155 133 216 226 145 212 191 131 233 216 226 145 8 193 180 218 190 226 210 162 18 230 17 203 138 134 123 67 191
split_gain=12.1312 11.004 10.9736 10.2437 10.3805 11.5002 14.5831 11.955 12.9859 11.7967 11.3728 11.6625 11.1774 10.9099 10.0176 9.69043 11.8539 9.68508 9.58992 8.82225 11.5811 8.63313 9.33485 15.9912 8.84462 9.52276 11.9371 8.91019 8.38973 8.36577 7.97428 7.74275 9.24875 7.66289 6.69763 8.45066 6.5336 6.44603 6.07339 5.77935 5.58663 7.15736 6.57118 6.20589 5.54319 6.26024 5.45729 5.41029 5.37779 5.04164 4.96058 4.86569 4.67442 4.51054 4.45064 4.36056 4.27604 4.05829 3.98365 4.04719 3.70087 3.67331 3.63529 3.49584 3.43571 3.69518 3.27667 3.25785 5.65629 3.29164 3.11849 2.96567 2.92261 2.54819 2.45859 2.11258 1.98697 1.70769 1.47926 1.45173 1.14943 0.930384 0.615744 0.214099 0.198308
threshold=1.0000000180025095e-35 2768.6250000000005 1.5000000000000002 1915601.7277500003 3.5000000000000004 780085.12500000012 0.15665152111825079 65.500000000000014 1.0000000180025095e-35 0.071670667427096948 9.5000000000000018 -633.49999999999989 36.500000000000007 0.59106167657672082 0.33805000000000007 2.5000000000000004 19385.888684738547 517.17711038961045 14.500000000000002 26.500000000000004 -748.94444444444434 612436.50000000012 -0.016400149092078205 9.0026595744680868 0.15389411533844308 0.0025987997651100163 0.96602672197008488 0.0077696645166724929 6.2512626262626272 0.036272520199418075 -2221.4999999999995 0.022950537502765659 -0.00044421796337701375 0.0095507325604558008 3966681.7800000007 0.078999811143694434 -1782.2249999999997 0.042450000000000009 55537.500000000007 0.012850000000000002 1.5000000000000002 0.0034139266936108474 0.054655986863647275 0.078850000000000017 -0.00242132949642837 0.080450000000000008 0.006308171898126603 -0.022879616357386109 6.5000000000000009 -0.0010150859015993772 0.01700207777321339 0.01798578538000584 -0.027152799069881436 -0.029295651242136952 1.0128966658278249 2887605.0000000005 574459.68750000012 0.21800711223060362 -0.0050163320265710345 -0.0070597904268652192 879.18981406548903 0.0017784996307455005 20.500000000000004 0.10974977388053286 -0.021494708023965355 0.04432517662644387 0.0076200861949473628 212.9641205201589 897750.00000000012 15.500000000000002 25772.092500000002 0.016319679096341137 3.5000000000000004 0.0032155755907297139 -0.0023660185979679223 0.94998981834368779 -4022.4999999999995 0.0023370822891592984 -8507.4999999999982 0.027894088998436931 1.5000000000000002 0.24487183168394758 0.82562450849396662 0.062750000000000014 13.500000000000002
decision_type=8 10 2 10 2 10 10 10 8 8 2 8 10 8 10 8 2 10 8 8 8 10 2 8 10 2 8 2 10 2 10 2 2 2 10 10 10 8 10 8 2 2 10 10 2 8 2 2 10 2 2 2 2 2 10 8 8 8 2 2 8 2 10 10 2 2 2 8 10 10 10 2 8 2 2 8 2 2 2 2 2 8 10 8 10
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leaf_weight=15.118657780345531 92.898814791813493 17.473339732736349 5.801795882638543 4.4068368393927839 6234.7144187139347 98.431851485744119 244.1186466217041 41.002178295981139 708.51537839788944 709.88856131769717 881.96967718936503 52.118751039728522 75.343662220519036 58.176046013832092 17.202949553728104 1107.092190394178 244.41713315248489 433.03914913348854 14.226167051121591 3.3042021403089157 12.777509843930604 54.408588846214116 15.993995540775357 45.725471301935613 11.216931911185386 371.44196892250329 637.60759340552613 162.6601288318634 42.650768207851797 8.2370533319190127 4.4957433450035849 8.9768636049702746 6.1545759225264183 9.910373028367756 11.962429826613517 4.8075417056679717 48.487284239381552 4.6412057462148359 4.5099114822223845 3.5738273933529845 5.356221576221289 10.141110479366036 5.0609650886617583 7.0385206108912817 5.6658319435082403 2.5413031047210071 6.9193142843432716 267.87998792901635 5.5798338092863551 22.745086050592363 6.4565787855535719 5.6996360700577489 2.3509150934405634 3.9110028576105824 3.0059114415198556 4.5206254627555591 5.5497427275404334 5.1092184735462078 6.2012805370613959 10.117460436653344 3.6107948645949364 5.911545162089169 9.7141390983015281 16.224900448694825 4.0802279170602551 3.7108425656333557 5.0441854614764443 56.155153293628246 4.8209326183423391 3.4982519419863811 4.6765088438987723 3.6753842430189243 90.159969109110534 3.9444335578009486 5.7944547301158291 3.1055139228701583 10.818949185777454 5.4913288112729788 32.064735734835267 4.496656209230423 2.727428094483912 12.672742823604493 12.961699959821997 11.240147029049695 5.7789083728566766
leaf_count=247 2049 83 99 151 89815 1933 3286 562 7401 12753 13523 652 1512 1515 364 17010 3981 5902 266 86 161 771 346 869 98 6087 10946 2641 750 114 57 116 107 155 209 77 711 100 56 74 71 180 76 115 136 86 120 4058 110 420 197 111 75 123 38 118 107 80 82 151 82 98 133 103 78 87 82 1379 112 59 95 118 2181 103 78 49 184 88 926 48 92 236 248 354 98
internal_value=0 4.18802e-05 4.50992e-06 9.46102e-05 0.000167272 0.000427462 0.00172611 1.01444e-05 0.000369998 -0.00205414 0.00357991 0.0073897 2.8745e-05 0.00314712 0.00226664 0.000200525 0.000748495 -0.00266857 -0.00596009 -0.00479337 -0.000402168 -0.00145186 -0.00405996 0.00149528 -0.000478033 -0.000760271 0.000925052 -0.00304348 0.00580681 0.00625441 -0.00555495 0.00756371 0.0193078 0.0085268 -0.00852876 0.000469754 -0.00584758 0.00400798 0.00145977 -0.00911675 0.00680092 0.0105635 0.0157186 -0.00119684 0.00252694 0.009629 0.0210489 -0.00691006 -0.0103842 0.00250824 -0.00693965 -0.0116471 -0.00441659 -0.0101855 -0.0128015 -0.00552624 0.0150247 0.00322574 0.00743046 -0.000682321 0.00348297 -0.00204418 0.01183 0.011621 -0.0116086 -0.0124242 -0.00617692 -0.0131009 -0.00257757 -0.0153639 -0.00741264 -0.00938846 -0.0133027 0.0203122 0.0052346 -0.00480285 -0.00685171 0.000133562 -0.0148663 0.00468544 -0.00118978 -0.0106636 -0.00991014 -0.0128546 -0.00864308
internal_weight=0 13140.5 13106.8 12873.5 12718.3 10962.9 2659.58 8303.33 7076.75 1226.58 1195.41 296.237 6310.06 766.691 899.173 1464.17 1351.51 1142.93 112.658 233.324 120.417 1755.37 469.827 114.721 1285.54 1264.61 730.506 534.102 83.6529 59.8491 155.232 103.203 15.1314 64.319 113.13 30.9933 355.106 88.0712 51.612 112.906 72.611 49.7699 32.5903 17.1796 42.102 19.1697 22.038 316.367 107.105 38.7391 60.568 82.1364 22.9323 45.8966 38.9817 26.1858 14.7629 14.6713 29.0963 16.3187 6.915 22.8411 20.9311 33.6982 101.525 97.951 22.5158 76.4368 16.7834 59.6534 50.402 17.2664 94.2402 9.49418 11.706 9.56209 15.4602 10.5523 35.9757 9.01728 5.26873 17.1685 17.4716 13.5911 11.1351
internal_count=201200 199522 199336 194232 190604 161225 41015 120210 100243 19967 17825 3938 91327 8916 13887 23190 20991 18655 2199 5104 2475 29379 7425 1890 21954 21723 12995 8728 1312 894 3628 1678 223 926 2406 536 5535 1455 780 2629 1171 826 531 295 1222 539 367 4769 2530 766 1581 1870 683 1255 1087 459 388 326 394 233 168 345 231 186 2420 2346 386 1759 321 1438 964 547 2259 210 176 246 284 164 1049 166 178 293 304 429 169
is_linear=0
shrinkage=0.0227381


Tree=330
num_leaves=112
num_cat=0
split_feature=191 122 67 123 17 69 95 8 75 19 226 93 176 215 197 210 218 126 219 186 126 40 128 195 194 65 17 18 144 122 69 179 133 127 123 187 67 18 179 198 196 9 149 180 186 155 210 225 122 212 227 188 180 191 156 191 133 153 207 171 195 144 165 211 215 195 18 125 170 184 124 212 230 209 93 144 53 230 144 187 83 5 144 182 179 153 225 69 121 153 230 227 144 42 211 218 162 207 185 230 221 210 93 211 211 189 230 122 154 230 182
split_gain=10.4946 12.2389 12.3936 12.4328 11.9742 11.509 10.6161 10.7924 10.8332 10.4377 10.0562 10.0187 9.86295 11.3756 9.85089 9.83407 9.72652 9.65535 9.6282 9.61833 9.50587 8.79572 8.77301 10.7335 10.5083 8.69876 8.64627 9.07177 11.7312 10.5014 9.86182 8.57246 8.47985 8.51246 9.89181 10.7351 9.96015 10.017 8.58645 8.43803 8.73862 8.30656 8.03323 8.01316 15.1088 8.41241 14.2091 16.1603 8.67531 11.7785 8.15745 7.96932 9.38308 10.281 9.21072 11.8736 10.2013 10.0373 9.29009 8.94165 7.8578 7.62962 11.749 11.1664 10.8483 15.969 10.8307 10.9684 11.4595 10.8135 11.4055 10.6114 10.0545 10.2462 9.96365 9.54431 8.76865 8.16916 8.16497 8.10351 7.97137 11.6921 10.3036 7.75094 7.74034 7.67772 9.23824 7.61567 7.60052 8.61186 7.54519 7.35865 7.34797 7.31234 7.23567 7.21048 7.06135 10.2395 6.97649 6.96759 6.93662 6.93102 8.24024 6.89883 6.7874 6.68694 6.62204 6.67343 6.97885 6.57128 6.52617
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decision_type=8 10 10 10 2 10 2 10 8 8 2 10 10 2 10 2 2 2 2 10 2 10 10 10 10 10 2 2 10 10 10 10 10 2 10 8 8 2 8 10 10 2 8 8 8 8 2 2 8 2 2 10 8 8 8 10 8 10 2 10 10 8 10 2 2 8 2 2 8 8 2 2 2 2 10 8 10 2 10 10 10 2 10 8 10 10 2 10 10 8 2 2 10 8 2 2 8 2 10 2 2 2 10 2 2 10 2 10 8 2 10
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leaf_count=454 7482 387 539 787 46 1218 23570 194 1802 1323 401 3402 9036 417 1046 552 792 367 385 147 522 153 939 1269 128 159 117 4100 386 116 121 2417 130 958 235 1090 1330 586 388 279 496 8420 342 4186 404 1497 3123 1701 2072 2184 2967 7191 899 2835 242 917 910 12748 14316 2205 359 1615 1861 1705 226 391 246 184 4877 1081 390 149 483 198 818 882 548 108 2972 2695 166 193 337 1919 373 2942 499 216 209 830 177 11405 241 2020 527 234 577 1440 73 279 3974 2869 1870 124 92 84 189 504 282 80 5106
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internal_weight=0 3715.94 999.486 168.609 9532.33 2716.45 9487.26 2143.11 102.296 2040.81 343.249 1697.56 1439.8 715.723 552.11 724.078 97.5673 68.2201 29.8684 72.4275 257.76 45.0692 7344.16 1654.11 5690.05 23.236 384.067 316.776 69.1112 247.665 31.7466 163.613 830.877 803.497 299.601 62.1544 237.446 180.554 76.6307 503.896 473.702 480.166 111.151 1270.04 123.516 1146.52 466.901 359.321 679.622 274.749 404.873 5678.18 995.37 713.887 4682.81 3641.92 1040.89 831.691 2810.23 589.126 38.5587 2605.3 2415.19 1237.9 1177.29 618.491 931.448 683.118 399.138 190.107 130.584 114.416 306.452 143.595 83.2987 162.857 248.329 73.5374 383.673 283.98 234.818 27.8214 206.997 221.889 54.3212 558.802 90.9498 42.5229 71.042 41.1143 27.3797 1017.35 103.923 429.543 63.8795 43.2109 467.853 391.564 98.9773 329.352 243.912 281.483 126.853 107.58 238.995 214.549 67.2909 54.232 22.3612 23.5368 402.685
internal_count=201044 49931 17014 3524 151113 32917 150555 41997 2687 39310 7883 31427 27185 12916 10082 14269 1698 1159 738 1949 4242 558 108558 26373 82185 544 6846 5754 1446 4308 507 2834 13490 13183 4828 1325 3503 2545 974 8355 8076 9743 1776 19527 1673 17854 6445 4824 11409 4256 7153 82057 17869 12231 64188 51551 12637 13665 37886 9396 512 31141 28208 15952 12256 6572 12084 8002 5061 2933 1852 1462 3868 1903 1075 1965 4082 926 4015 2941 2557 359 2198 3534 764 5684 725 558 1826 1039 307 12315 1571 7580 1010 756 4959 4382 955 3251 4526 5638 2769 1621 4192 3486 1092 903 399 322 7126
is_linear=0
shrinkage=0.0227381


Tree=331
num_leaves=112
num_cat=0
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split_gain=9.98701 15.7798 14.246 15.9844 12.879 12.0637 12.1895 10.9453 14.8568 12.0362 10.555 10.2089 10.2037 10.0219 10.0008 13.9919 10.1963 9.71465 9.83174 9.72999 9.94689 10.1067 9.58475 9.41258 9.20823 9.15887 10.2501 10.0994 10.3304 9.39952 9.00348 8.85218 9.69942 9.41556 11.2843 11.1586 10.8896 8.80942 13.1752 11.1715 9.68373 8.77546 12.1619 8.73749 8.63751 8.62988 8.56632 10.0731 8.51554 13.2862 8.50576 8.51867 8.46386 8.5953 8.69103 8.44656 8.23232 8.22772 8.14721 8.05632 8.05092 7.74982 7.70667 9.2675 8.20118 7.74099 7.7033 7.59568 7.59317 8.55156 7.52449 7.48327 7.47803 7.34708 7.34079 7.28818 7.4555 10.2139 8.15452 7.2876 7.09933 7.0802 8.42707 7.05265 7.11919 7.04514 6.98263 6.95713 8.53963 7.64428 6.95692 6.88913 6.88589 6.85339 6.76452 6.72177 6.67183 9.32738 7.62522 6.71004 6.61495 6.54619 6.53547 7.77177 6.4387 7.19294 6.43773 6.2889 6.2436 6.19211 6.18019
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decision_type=8 10 10 10 2 10 2 10 10 10 2 2 8 2 2 2 10 10 2 8 10 2 2 8 2 2 2 10 2 2 2 2 2 2 8 2 2 8 8 10 2 8 8 10 10 8 2 2 10 2 2 10 8 10 8 10 2 10 2 2 8 8 2 10 8 8 8 8 8 8 2 8 2 8 2 10 2 2 2 8 8 10 2 10 2 2 8 10 8 2 2 2 2 10 2 2 10 10 2 2 10 2 10 8 2 10 2 8 2 8 2
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internal_value=0 0.000328958 0.000439916 0.000485401 0.000574758 -0.000770694 -0.0011629 0.000807081 -0.00029439 0.00092708 -0.0031299 0.00569792 0.0106325 0.00106175 0.00089166 0.00414181 -0.0019604 0.00134692 0.00511226 -0.00142055 0.0034386 9.02208e-05 -0.00188187 -0.0035754 -6.79182e-05 -0.000264416 -0.000711384 0.00820071 0.00826424 0.0150747 -0.00520989 0.0145148 -0.00126661 -0.002102 -0.00108391 -0.00313212 0.00252953 -0.0010209 -0.00238192 0.00204652 0.0106477 0.00473558 -0.00304672 0.0044432 0.00687285 -0.00801217 -0.0043798 -0.00417814 -0.00296967 0.00463909 -0.00226609 -0.00589253 -0.00658366 0.00284896 0.00470706 -0.00511155 -0.00449591 0.00320918 -0.00256999 0.00533654 0.012253 -0.00433327 0.000118313 0.005943 -0.00594364 0.00443613 0.00743592 0.0115192 -0.000323888 -0.0044276 0.00381085 -0.011349 -0.00660571 0.0183536 0.00999501 -0.00715687 -0.00763032 -0.00814442 -0.0114061 0.0070522 0.0108702 0.00826836 0.0139995 -0.00637809 -0.00106903 -0.00683655 0.00233689 0.0169448 0.00890068 0.00478035 -0.00996811 0.00523137 0.0031747 -0.00845307 -0.0110383 0.000236599 -0.00252432 0.0110993 0.019602 0.0121928 0.0137598 0.0171079 -0.00409855 -0.0098862 -0.0108675 -0.00903646 0.00125366 0.0170212 0.0184863 0.00124523 0.00426994
internal_weight=0 11323.6 11070.5 11031.3 10844.3 2248.29 2126.42 813.952 695.786 8596.05 270.024 121.875 67.3797 8326.02 7900.81 425.211 1083.65 6817.16 405.663 1893.3 159.348 134.948 1733.95 841.969 270.488 891.978 864.602 43.7617 57.893 30.4122 571.482 53.3078 820.841 720.697 623.474 398.652 224.822 54.4949 1312.47 168.977 27.3761 33.4265 1143.49 38.7302 118.166 97.2231 253.069 260.339 120.297 36.2557 202.921 538.055 500.6 37.4555 21.19 247.562 186.924 39.2173 212.595 35.5885 21.387 177.006 89.0909 45.5211 43.5698 100.143 76.279 52.7761 173.299 86.6709 86.6283 50.1486 147.707 14.9224 29.519 479.41 464.105 133.089 19.5485 66.9979 47.0706 30.6313 19.1391 84.0412 27.4808 77.3675 21.3946 26.7088 24.4559 15.3044 88.5305 14.6175 16.8048 87.9153 68.4748 20.3618 19.9273 22.2247 15.1939 13.0196 9.68561 24.4003 22.2853 116.284 110.824 68.2931 14.509 14.6507 21.4764 19.4404 15.7481
internal_count=200966 170684 165154 164775 160760 35541 33785 13239 11554 125219 4516 1756 950 120703 111692 9011 19269 92423 8296 30282 2210 1754 28072 15183 4461 12889 12478 670 1315 650 10722 755 11808 10486 8946 5887 3059 806 20546 2625 411 789 17921 609 1685 1540 5530 4340 1446 482 4266 9933 9409 524 416 4230 4015 936 3146 1113 558 2033 966 452 514 1322 1001 688 3618 1824 1794 1264 3079 374 377 8993 8762 2893 715 1402 897 715 398 964 665 1630 332 421 351 231 1375 186 380 1067 828 476 505 506 307 239 176 456 370 2513 2407 783 190 308 300 239 181
is_linear=0
shrinkage=0.0227381


Tree=333
num_leaves=70
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split_feature=180 159 167 187 193 183 18 211 188 127 180 133 198 137 162 226 226 213 187 183 95 208 65 180 131 217 231 220 224 166 214 229 221 194 220 188 125 145 121 6 132 208 229 212 173 217 223 231 188 121 211 136 203 131 74 52 187 120 156 206 224 19 93 141 144 204 42 230 44
split_gain=11.9761 9.12415 9.04212 10.8526 8.78734 10.1838 10.8431 19.2273 10.1727 16.4781 14.7049 11.1227 11.0403 10.9896 10.0933 11.3197 9.67051 9.89673 9.23918 8.87786 8.327 7.9284 7.80619 10.3633 7.5581 7.55578 8.66111 7.17541 7.05219 6.94271 6.79383 6.6057 7.98583 6.5407 6.33615 6.31275 6.10634 6.08979 10.811 9.21185 8.0519 5.94505 5.9122 5.74144 5.73256 5.41378 5.13391 4.92466 4.72163 4.37957 4.26257 4.17579 4.70113 4.10891 3.54313 5.0126 3.52493 3.29177 3.28362 2.77533 2.68793 2.57327 2.1124 0.938402 0.9226 0.88445 0.388141 0.203179 0.171241
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decision_type=10 10 10 10 10 8 2 2 10 2 10 8 10 2 8 2 2 2 8 8 2 2 8 10 10 2 2 2 2 8 2 2 2 8 2 10 2 10 10 2 10 2 2 2 10 2 2 2 8 10 2 8 2 10 8 10 8 2 10 2 2 10 10 2 10 2 10 2 10
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leaf_weight=10.805785878561439 6.5279313866049078 11.495377209037541 11.374087176285686 13.883790985681118 4.4493576940149069 30.443922764156014 9.4753068760037404 18.180021939799193 159.86169009283185 2301.9285192489624 843.49960279464722 7623.3199879778549 202.29284255392849 502.52291949139908 60.326887838542461 76.588214654475451 45.321859575808048 58.804665546864271 7.4684452889487138 45.814938149414957 8.8770820489153284 9.6952696442604047 212.89844669960439 8.8348563164472562 92.191518419422209 63.875112588517368 18.425744567997754 264.1614580526948 11.998830949887632 11.27647735737264 11.160126933827994 8.3390777446329576 56.73580216942355 6.9012304139323559 4.0315788462758055 16.761074828915298 5.1285937568172857 5.2788592753931871 5.3737740851938716 4.4151102458126843 2.2584140319377166 10.501705630682411 48.901822378858924 5.3584251701831809 4.9291553008370093 20.318741902709007 4.1176620214246205 24.24996218085289 5.2399629368446758 4.9156508035957813 9.0457018837332708 7.0648436271585586 13.512492232024668 6.6332017797976723 4.2707641785964405 5.465303272008895 57.4888651589863 6.2250255960971099 7.3130784831009796 18.011244671884924 46.912466388661414 12.410374425351618 11.64880608767271 9.0871770232915861 4.4985686577856523 2.5786074660718432 2.8078460921533406 6.2250549658201617 6.7381601361557841
leaf_count=239 130 71 103 155 93 715 104 224 4753 35769 17103 104337 2257 8002 867 1115 724 949 42 962 114 145 5498 263 1384 1072 282 3904 73 97 120 124 644 91 91 431 129 50 94 84 64 144 1257 90 104 121 89 138 32 151 128 226 139 121 85 162 1652 85 97 473 1074 255 158 91 74 98 111 116 113
internal_value=0 0.000288629 0.000241978 0.00951835 0.000202793 0.000166831 0.000343694 0.00543712 0.000251179 -0.000805921 -0.000389197 0.000675383 0.000456757 0.00382726 -0.00215193 -0.000409997 0.00406495 0.00719033 -5.11851e-05 -0.00690753 0.0100569 0.0150106 -0.00545628 0.00345037 -0.00343591 -0.00253843 -0.0083377 -0.00089026 0.00811025 0.00958902 -0.00109037 0.0139649 0.0162887 -0.00444985 -0.00682951 0.0102456 0.00328994 -0.00592362 -0.00158987 0.0103959 -0.00541563 0.0211776 -0.00739974 0.00992791 -0.00907309 0.0111686 0.0176802 0.0143026 -0.00815825 0.00890932 -0.00363722 -0.010135 -0.0110401 -0.00986514 -0.0125565 -0.00434709 -0.0151341 -0.00487145 -0.0114691 -0.0084466 -0.013184 -0.0162537 0.0148828 0.0189838 -0.00550687 -0.0103121 -0.00387747 0.0226971 -0.00974548
internal_weight=0 12966.3 12898.2 45.5052 12852.7 12814.7 11913.4 203.667 11709.7 3351.1 3145.43 8358.58 7825.61 532.967 901.362 596.55 189.76 135.393 129.116 205.677 38.022 29.0741 304.812 38.9803 99.66 406.789 82.3009 324.488 68.0629 29.4565 25.0439 74.5502 65.0749 273.172 265.832 27.5669 42.0002 231.172 102.74 21.2858 81.4544 19.3788 261.8 22.1358 128.432 56.5675 14.7578 44.5687 71.4725 9.98191 54.3676 123.503 118.224 66.0987 104.711 30.5414 74.17 19.8644 60.8587 25.0761 53.5457 69.8992 16.7774 20.4613 8.94793 11.4135 5.06626 10.6402 12.9632
internal_count=200852 194877 194474 469 194005 193435 176517 2619 173898 58587 52872 115311 106594 8717 16918 9041 2916 2064 1747 5715 570 403 7877 1031 1426 6125 1354 4771 403 321 275 872 768 5975 6846 670 666 5309 2163 419 1744 258 6755 377 3146 332 289 259 1418 326 852 3042 2992 1324 2853 861 1992 289 1292 699 1195 1907 287 194 167 361 175 200 198
is_linear=0
shrinkage=0.0227381


Tree=334
num_leaves=112
num_cat=0
split_feature=7 8 118 162 7 128 154 217 162 17 71 134 135 213 151 195 26 72 204 180 120 121 185 38 188 127 209 213 221 176 119 40 14 153 229 133 127 180 127 174 231 14 211 202 151 227 123 143 156 221 174 26 221 208 121 35 126 151 52 233 122 8 122 195 219 121 31 224 181 123 14 180 182 153 40 213 119 134 188 152 170 152 153 156 233 154 224 175 151 230 220 175 55 37 123 133 86 204 14 195 179 81 211 226 181 214 17 213 224 230 135
split_gain=10.1972 14.0568 12.7819 11.7679 13.0183 12.2506 12.0278 12.0161 11.8098 13.1848 11.3345 11.2235 10.9659 10.8858 10.5913 10.2702 10.1909 12.8023 10.1653 11.4765 10.3773 9.90258 9.65919 9.42824 9.36996 12.0924 9.18571 9.1269 9.08371 12.9558 10.4331 12.9069 9.57838 10.2567 9.03921 8.94153 10.0986 8.88065 10.8694 11.7763 8.84542 8.82556 8.79105 12.2005 12.7132 10.261 10.8665 10.5237 9.88777 10.9237 9.67424 9.05156 8.73393 8.71442 8.70823 9.19657 9.40862 8.67378 8.66883 11.3162 8.58222 12.2108 11.5299 8.47509 8.3353 8.8464 8.33095 8.31683 8.19749 9.57162 8.0658 8.56355 8.02507 8.24922 10.4154 7.91242 7.89369 7.89325 7.85081 7.55157 9.97424 9.00308 8.33981 7.55129 8.60233 8.28673 7.4844 7.43282 8.95031 7.38381 9.46333 7.54335 13.1826 9.06037 7.87244 13.8609 7.74219 7.31547 7.25512 7.16058 7.02136 6.97279 6.96075 6.93267 6.93201 10.205 7.59197 6.91002 6.86959 6.86219 6.788
threshold=34328.250000000007 451660.50000000006 1.0000000180025095e-35 1.0280810618750003 24905.250000000004 71943.750000000015 1736468.8200000001 0.023292770609259609 0.81257934664941167 -1776.4999999999998 0.074050000000000019 0.37277179001529231 0.087192761006589001 -0.015135114081203936 318.50000000000006 5.8321596244131468 16.500000000000004 0.97985000000000011 0.07307914644479753 12823.567500000001 2.2237344996692356 0.11946766962053972 407.55060208359413 3.5000000000000004 0.92831449126413168 15142.023628305617 -0.053658381104469292 -0.041209574788808816 -0.01891662739217281 2.5000000000000004 1.5000000000000002 0.26314995127506319 0.010211500000000002 505233.33750000008 0.0056063968222588309 0.064124904996421275 11899.245536322956 39050.548750000009 32029.376561588357 7.5000000000000009 -0.015104447957128285 0.011311499999999952 0.026759648695588115 -0.067644301801919923 -189.49999999999997 -0.0085536250844597799 0.99999857580637508 -366.49999999999994 408593.25000000006 -0.010325826704502104 11.500000000000002 8.5000000000000018 -0.019759291782975193 0.062824107706546797 0.40962695480564365 1.0000000180025095e-35 0.045243366916829335 -189.49999999999997 0.08160000000000002 -0.0045214213896542779 0.051227960271598656 451660.50000000006 0.051049834560732282 24.507886239443618 0.0088042085990309733 0.23497262816147382 8.5000000000000018 -0.02752292342483997 84673.518750000017 0.89381360652099695 0.0064670000000000014 8582.8162500000017 -1358.9583333333333 584185.50000000012 0.57646144456917769 -0.017951313406229016 1.5000000000000002 0.36572555897963183 0.91695402298850581 69937.680937500016 13.968750000000002 56892.421928571443 351060.36750000005 328124.25000000006 0.0020221718586981301 562500.09000000008 0.01616313494741917 9.5000000000000018 1646.5000000000002 0.022464112378656868 0.0004819706227863208 5.5000000000000009 0.00125 1.0000000180025095e-35 0.86325816545756684 0.046250675829506295 0.065850000000000006 -0.018830304034054276 0.008745499999999953 15.003875968992249 0.90775532601302822 0.15015000000000003 -0.033250253647565835 0.0055018116254359492 222549.30000000002 0.041846614331007011 -4090.4999999999995 0.014092699624598028 -0.0028596204938367005 -0.0096000684425234777 0.095618657516244779
decision_type=10 8 10 10 10 10 10 2 8 2 10 8 10 2 8 8 2 8 2 10 2 10 8 2 10 2 2 2 2 10 8 10 2 10 2 8 2 8 2 10 2 2 2 2 8 2 10 8 8 2 10 2 2 2 10 2 2 10 10 2 10 10 10 8 2 10 2 2 10 8 2 10 10 10 8 2 10 10 10 8 8 10 10 8 2 10 2 10 8 2 2 10 10 2 10 8 10 2 2 10 10 8 2 2 10 2 2 2 2 2 10
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Tree=337
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decision_type=2 2 2 10 10 2 8 8 10 8 10 10 2 8 10 2 10 10 2 10 10 2 10 2 2 2 2 2 2 2 8 2 2 2 8 2 8 8 10 2 2 10 2 2 2 8 2 10 2 10 10 8 8 8 8 8 8 2 2 10 10 2 2 8 10 2 2 10 2 10 10 10 2 8 8 10 2 2 10 8 2 2 2 2 8 2 8 2 2 8 8 2 10 2 2 8 8 8 10 10 8 8 2 8 10 2 8 2 2 2 2
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leaf_count=249 1118 104 353 284 111 802 300 247 256 115 700 233 913 104979 113 112 11552 207 946 695 743 3296 1064 112 366 968 90 1224 394 113 719 2657 8335 1339 166 116 365 860 196 6776 734 283 732 2556 630 15574 246 1047 861 223 222 134 1500 303 114 174 234 963 883 174 395 605 311 121 148 161 108 295 98 124 396 173 1210 151 143 154 40 122 117 200 84 119 275 396 508 321 164 103 92 176 139 163 153 352 133 218 438 3164 133 2412 399 870 152 1655 102 986 91 169 77 307 157
internal_value=0 0.000291995 0.00302794 -0.00446521 0.000892744 -0.000775292 0.00739746 0.00133417 0.0110293 0.00022939 0.000138074 -0.00340717 0.000251596 0.000519785 0.000615338 -0.00470542 -0.00123733 -0.00164762 -0.0022709 0.00277064 0.00799811 -0.00286604 0.0012033 -0.00836169 0.0112147 -0.00094412 0.00752454 0.00283978 0.00313324 0.00524865 0.00717867 0.00922052 -0.00372995 -0.00382571 0.0164491 0.0140014 0.0173682 0.0218067 0.0244172 0.000669269 0.0029143 0.0102099 0.000493123 0.00502738 0.00167574 0.00035593 0.00290124 0.00709735 -0.00119221 0.0183135 -0.00465047 0.00328756 -0.00142457 -0.00419411 0.0197799 0.00493705 0.00241232 0.00522833 0.0104014 -0.00213516 0.00560842 -0.0082052 0.013092 -0.00580781 -0.00213128 -0.00687404 -0.000142151 0.00848662 -0.00569533 0.0121249 -0.00368241 0.00557233 -0.0136136 -0.00990785 0.0161864 -0.00555298 -0.0092844 0.00153198 -0.00807369 -0.000516678 0.00713662 0.0100559 0.0132142 0.00250042 -0.00540819 0.00948607 0.00689777 0.00841711 0.0122524 -0.0112828 0.00926211 0.00792214 0.0115855 -0.00972502 0.00127162 -0.0109843 0.00167102 -0.0121636 -0.0120202 -0.0116445 -0.00684083 -0.00805644 -0.0066657 -0.0126728 0.00315845 -0.00585592 0.00393819 -0.00839929 -0.0104093 -0.00139331 0.0024552
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is_linear=0
shrinkage=0.0227381


Tree=338
num_leaves=112
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split_gain=7.89097 11.1632 12.4792 10.7368 9.38824 10.6147 9.40622 9.96803 9.77521 9.20948 8.99203 13.0705 10.8213 10.4412 10.2909 13.4485 10.2468 11.1962 11.0775 9.57101 9.38243 9.05487 10.5908 10.108 8.81393 11.3882 8.76375 8.74716 8.58919 11.0887 10.5401 11.7974 10.1906 12.5175 11.5314 9.72179 9.53224 10.6552 12.1984 11.8529 12.9986 9.7891 9.35784 12.0437 10.2972 9.43314 8.50243 9.38503 12.5909 9.11254 11.4938 8.50752 9.34578 8.46419 8.44721 8.56495 8.13809 7.95668 7.932 7.90548 7.77617 7.7393 7.67572 7.60348 7.55953 7.48504 7.32363 7.29589 7.28248 9.03659 7.19128 8.18585 7.15241 8.38647 7.13041 8.11709 7.09796 7.06599 9.39948 8.16767 8.27105 7.59868 7.40789 6.97639 6.96423 6.83534 6.83507 6.77301 6.66286 7.3606 8.92738 8.77241 7.27942 6.66375 6.63733 6.51214 8.99775 7.71388 6.45174 6.29437 6.26271 7.17648 6.25756 10.8962 6.23047 8.05321 6.19107 8.40239 6.71085 6.77483 6.72731
threshold=1.0000000180025095e-35 1.5000000000000002 0.076141763372437957 1.5000000000000002 0.021439801901578907 0.80102612132791884 -782.49999999999989 -413.22499999999997 -9406.4999999999982 73.500000000000014 635.50000000000011 0.70233719023104035 0.0051275356672704228 0.30170000000000008 -4153.4999999999991 -0.006069028051570057 2570.5000000000005 5.5000000000000009 7618.8909375000012 0.030984911060417713 -19979.499999999996 0.010899263483012593 0.36820000000000003 1.5000000000000002 82413.250000000015 0.013154322281479837 -0.02111879829317331 -0.016991876065731045 1.0000000180025095e-35 275846.15496774198 20.504237288135595 -0.0066390838474035254 0.045715778474399171 0.18414665256520629 0.13471248745918277 0.027894088998436931 13.500000000000002 1385952.2775000001 227604.60000000003 697180.50000000012 0.041350000000000005 0.0080225314013659971 0.074103597030291513 1.0701315445689878 477213.21428571438 0.013102781493216755 5.2517377706320039 11.500000000000002 0.19065000000000001 5.5000000000000009 0.012488039676100017 -0.068469259887933717 -0.013837920967489479 -656.49999999999989 -0.0058546422515064469 -2446.4999999999995 21.500000000000004 0.0010308612836524846 0.40942304025776699 0.069599888957443026 0.030050000000000004 -0.0056362708564847699 675490.50000000012 7042.6440000000011 505233.33750000008 -0.018810447305440899 0.092050000000000007 -1006.4999999999999 0.024996684864163402 -0.010985711589455603 8.5000000000000018 0.0056749519426375636 -0.0023163277655839916 3.5000000000000004 0.083858739584684386 1.004222635408986 808317.00000000012 -0.0044136836659163228 -312.49999999999994 279173.25000000006 -170.49999999999997 221.50000000000003 -282.2071428571428 0.057307060755336627 3.0812844036697253 12.500000000000002 0.11597064170265521 0.014036029577255251 0.023447910323739055 0.0090297199785709398 0.83565000000000011 34108.942500000012 -282.2071428571428 5.5000000000000009 16.500000000000004 0.0080419210717082041 12.500000000000002 0.72825000000000017 0.51726283632776771 0.072795225466222149 13.582349123945493 0.01285122334957123 0.0031345152528956537 0.58832095638901405 -879.49999999999989 0.007852199953049423 0.022950000000000002 447.0714146923973 -0.01797312498092651 -0.0027849501930177207 0.030705088193027009
decision_type=2 2 8 10 2 8 2 10 2 10 10 10 2 10 2 2 8 2 10 8 2 8 8 2 10 2 2 2 8 10 8 2 10 2 2 2 2 10 8 8 10 2 10 8 8 2 10 2 8 2 2 2 2 8 2 8 8 2 8 10 8 2 8 8 10 2 8 2 2 2 2 2 2 2 2 10 2 2 10 2 2 8 8 8 10 8 2 2 2 2 8 8 10 2 2 2 8 10 8 2 10 2 2 10 2 2 8 10 2 2 8
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Tree=341
num_leaves=112
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split_gain=10.7103 8.63042 9.93467 9.80538 12.025 22.2547 11.5515 8.97268 10.0581 8.37025 9.11347 13.019 12.6832 13.0206 11.1204 12.3683 12.224 10.8557 11.103 9.44424 9.40751 8.79743 8.24892 8.19693 8.8807 8.11661 8.08581 11.7922 9.96613 16.0329 8.46299 9.24264 8.46051 8.2876 11.364 10.1388 10.4636 9.35759 8.84495 9.06955 8.49326 8.50691 8.10594 10.0866 8.30045 7.99406 9.8682 11.4126 8.81059 11.1062 9.02698 7.96682 7.91462 7.84287 10.3875 7.81635 11.4643 7.89246 7.46874 7.36381 7.65519 7.28748 7.15395 7.1328 8.37497 7.80644 7.13231 7.05324 6.82765 6.70114 6.64735 6.49067 6.38929 6.31844 6.02063 5.69811 8.60029 7.64753 7.57211 7.106 6.83461 6.35301 6.07436 7.46998 5.60352 5.37253 5.27304 5.22513 5.09234 4.96029 4.85728 6.59101 4.80518 7.52505 4.74608 4.66661 4.85238 4.65772 4.58091 4.54948 4.53917 4.50317 4.30608 4.23679 4.17796 3.95702 3.91641 3.8254 3.6727 3.50988 3.31724
threshold=0.62422328632730395 1.0000000180025095e-35 11.500000000000002 0.99999497381835589 0.014979463536292316 0.0013234723592177036 -657.49999999999989 -0.10284184291958808 0.011050000000000003 324625.55293988273 54.500000000000007 0.24066879407404362 0.15744013834559234 -2055.4999999999995 -1856.4999999999998 1.0000000180025095e-35 586.07142857142867 123.50000000000001 2.5000000000000004 120.75750000000002 -351.49999999999994 79575.000000000015 -0.028017220087349411 -1540.4999999999998 866250.00000000012 0.61651583710407254 25.500000000000004 -1452.4999999999998 0.16755 -0.01368825603276491 -798.49999999999989 1.3371177046976899 314984.25000000006 0.53525668699687212 0.051813888819489742 285369.61593750009 0.4857523160054924 -1701.4999999999998 36074.115000000005 0.021732014047878365 0.32449982449982456 -205.49999999999997 1.0000000180025095e-35 -0.03339544124901294 -0.022273277863860127 -0.074869744479656206 10.500000000000002 0.45987916846954341 0.035886323237495042 37.129363449692001 0.0066339334007352599 1448.5833333333337 0.011393664404749872 -0.028287386521697041 0.37825236717528976 0.096157389635296339 0.10880000000000002 0.23724368126388307 22.839743589743595 0.64852941176470602 0.0091969622299075144 0.97445000000000015 53.266255989048609 5.8781548250265123 -0.038134353235363953 0.040650000000000006 0.10544848035581914 1.0000000180025095e-35 42.744695414099944 -0.013984852936118839 0.1133184728065446 -0.03079346381127834 0.45957385613704288 0.015245040412992241 5.6632250570441904 0.05075000000000001 -0.013941834680736063 0.011470383033156397 32645.250000000004 0.035003828454870115 0.014692321419715883 -0.001702836016193032 0.051227960271598656 0.0054702425841242084 -6013.3116816801612 0.53949157792016933 1.5000000000000002 0.40238095238095245 -22.499999999999996 0.034529667347669608 128350.65719554188 -0.0059819016605615607 -592.49999999999989 -2757.4999999999995 51795.000000000007 -0.00033139047445729369 7.8762881338638921 -1903.4999999999998 679585.50000000012 31.344284736481864 67498.875000000015 4.7214236824093101 10.97700845665962 26.500000000000004 0.017599292099475864 0.31867706373350052 32.500000000000007 -0.040980860590934746 0.0046429836656898269 0.31314102321966769 0.002632935182191432
decision_type=2 2 10 10 2 2 2 2 8 10 10 10 10 10 8 2 8 10 10 10 10 10 2 10 10 10 8 10 10 2 10 10 10 10 2 8 8 10 10 8 10 8 2 2 2 2 10 8 8 2 2 10 2 2 8 8 8 10 8 10 2 10 2 8 2 8 10 2 2 2 10 2 8 2 2 8 2 2 10 8 2 2 8 2 8 8 2 8 8 2 10 2 10 2 10 2 10 10 2 2 10 2 8 2 2 10 8 2 2 8 2
left_child=1 2 7 26 6 52 75 8 -1 10 14 19 13 -13 15 84 -17 20 -19 21 -16 -12 -21 95 61 72 27 45 32 30 110 -32 90 38 40 36 37 -36 39 87 41 70 44 -44 -34 46 47 -3 49 97 71 66 59 105 -55 56 -11 92 -40 60 -6 -25 -52 64 -41 -65 -37 -38 94 -49 -35 -50 74 104 99 76 82 79 81 106 85 -78 83 -5 -9 -79 -14 101 -80 -81 91 -29 93 -57 -60 96 -8 -47 -43 -10 -7 -28 -53 -92 -58 -31 -77 -75 -70 -74 -30
right_child=-2 3 -4 4 5 100 23 9 25 55 11 12 86 -15 17 16 -18 18 -20 22 -22 -23 -24 24 -26 -27 33 28 29 53 31 -33 42 34 35 51 67 -39 58 63 -42 98 43 -45 -46 48 -48 69 50 -51 62 102 -54 54 -56 57 73 -59 68 -61 -62 -63 -64 65 -66 -67 -68 -69 108 -71 -72 -73 109 107 -76 77 78 80 88 89 -82 -83 -84 -85 -86 -87 -88 -89 -90 -91 103 -93 -94 -95 -96 -97 -98 -99 -100 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_count=71 654 453 107 602 527 481 160 99 146 191 2934 2450 722 9319 56433 20754 5859 7051 1227 312 7727 526 11060 319 180 46 180 1516 131 68 262 261 546 358 1406 6895 303 693 105 621 174 203 210 2289 6631 178 227 153 694 141 1612 130 129 408 1130 199 381 165 97 158 148 260 552 790 1621 6219 383 3493 231 801 789 2293 119 121 139 312 848 575 2408 6867 310 921 324 250 1847 826 72 113 75 745 93 3014 103 99 169 409 293 116 195 448 237 106 135 93 91 288 102 73 108 1342 88
internal_value=0 7.92962e-05 0.000474719 -0.000774342 -0.00283415 0.00488269 -0.00367936 0.000434852 -0.00559195 0.000519756 0.000426777 -0.00106076 0.002215 0.00338889 0.000788051 0.00240537 0.00285667 0.00028319 0.00275651 -0.00225173 -0.000138243 -0.00620341 -0.00125876 0.00368517 0.00941454 -0.00731162 -0.000185742 0.00085429 -0.000241573 0.00483797 0.0149647 0.0202526 -0.00100285 -0.00141409 0.000537509 -0.000658017 0.00278628 0.00683591 -0.00287339 -0.00355701 0.00805196 0.0108285 0.000349406 -0.00323459 0.00181763 0.00398796 0.0105719 0.0137007 0.0025464 0.00986399 0.000917061 -0.00329797 0.0133931 0.000117997 0.00311114 0.00577514 0.000937555 0.0113211 0.00466648 0.0166304 0.0207963 0.0134304 0.00541855 -0.00431096 -0.00785885 -0.00280457 -0.00413648 -0.00239673 0.00806231 0.0189852 0.015248 -0.00218163 -0.00881928 -0.00369435 -6.22335e-05 -0.00461814 -0.00166337 -0.00598395 -0.00389518 -0.00727541 1.27894e-05 0.00169059 0.00596661 0.0105256 -0.00586031 0.00315083 -0.00938621 0.00403611 -0.00733591 -0.00835081 -0.00379245 -0.00449562 0.0144993 0.0182135 -0.000671295 -0.00324877 0.00365774 0.00183598 -0.00127541 -0.0054206 -0.00812891 0.00778295 0.0104385 0.00493098 -0.00776879 -0.00984285 0.000740873 0.00581816 0.0142458 -0.012045 -2.14446e-05
internal_weight=0 13201.2 9024.6 4176.56 920.933 86.8545 834.078 9008.55 117.399 8891.15 8745.72 1705.74 452.83 416.748 7039.98 1667.09 1586.12 5372.89 775.278 1252.91 4597.62 242.544 1010.36 91.4572 48.3944 113.044 3255.63 1764.37 1313.1 165.145 46.5681 32.1888 1147.96 1491.26 640.334 559.21 242.433 134.558 850.925 784.353 81.1236 70.4942 778.23 223.154 555.077 451.265 71.2747 61.84 379.991 61.2859 318.705 316.777 52.3577 118.577 95.7257 145.434 83.0472 62.3864 66.5716 44.6634 34.2612 40.2005 127.316 716.888 202.854 514.034 304.216 107.875 55.2435 44.2926 50.0034 191.389 108.573 65.6587 31.5878 742.621 240.786 501.835 189.551 411.403 90.4324 73.9197 51.2349 35.1042 80.9716 74.1857 36.082 67.4651 115.631 362.425 369.729 346.006 52.41 37.2404 26.0767 43.0628 21.4647 40.9517 20.4908 25.0042 34.4968 47.1961 12.5604 23.7227 47.073 22.8511 48.9779 18.5857 29.1668 76.9855 14.3793
internal_count=201118 200464 132233 68231 18466 1680 16786 132126 2311 129815 128392 27395 12563 11769 100997 28559 26613 72438 8278 14832 64160 3460 11372 1621 759 2240 49765 24248 17028 2636 742 523 14392 25517 15157 13438 5895 2099 10360 9650 1719 1545 9676 2499 7177 7220 1634 1407 5586 435 5151 7543 962 1894 1538 1423 857 566 710 833 675 579 2164 9251 2242 7009 7278 3796 605 954 1147 2987 2194 666 733 15165 5428 9737 4252 8026 1711 1769 1176 852 1946 1401 794 399 2483 7612 4716 4530 401 298 266 862 453 294 398 594 718 286 265 186 472 356 414 194 339 1461 219
is_linear=0
shrinkage=0.0227381


Tree=342
num_leaves=112
num_cat=0
split_feature=18 14 15 215 14 26 214 145 228 89 179 171 216 18 153 8 122 65 40 155 202 19 141 212 141 141 93 27 123 212 203 217 89 203 171 176 209 233 202 59 42 218 176 136 181 189 124 12 222 229 31 221 127 149 15 141 213 145 203 213 182 141 222 93 162 181 149 206 120 194 188 7 182 18 206 232 215 136 177 205 136 81 40 205 6 195 182 218 211 15 203 186 182 203 30 8 196 149 120 213 218 179 26 26 216 125 224 93 42 141 184
split_gain=10.2143 13.137 10.0044 10.485 9.33237 9.94796 10.015 9.71345 11.2166 11.1644 11.0288 10.3928 9.70327 9.70959 9.54412 9.27524 9.27422 9.23506 9.19108 9.41712 14.4615 12.1444 13.6193 10.7056 11.4855 9.79052 9.72264 9.3583 9.11358 9.59936 8.89978 8.85075 9.17772 10.5599 8.75272 11.6569 10.3733 9.30733 12.2825 9.14767 9.55464 9.44314 9.13285 10.5827 9.69153 9.38648 8.72033 8.84453 10.2328 9.51086 8.54579 9.54048 8.48062 8.43118 8.19678 9.0452 8.25593 8.08671 11.0223 9.12784 8.081 8.0085 7.8696 8.20106 7.86658 7.8457 8.03229 7.79094 10.2358 7.64532 7.44977 7.23538 7.15878 7.10759 8.16009 13.7106 9.83626 9.61186 7.91043 9.66058 7.0966 7.00778 7.00107 6.84719 6.82725 11.4546 8.52777 6.7933 6.78419 6.65539 6.6476 10.5356 9.50241 11.29 13.2124 9.36499 9.26285 9.01654 8.87406 7.96417 8.15723 6.5651 7.06235 6.43694 7.27381 6.37392 6.37157 6.65772 6.64853 6.3631 6.81975
threshold=-4236.4999999999991 0.017320500000000003 -9792.4999999999982 0.030364650301635269 0.041006000000000008 3.5000000000000004 0.013390465173870327 399.65386064930721 0.00022329523926600817 5.5000000000000009 0.36989021184165366 48.500000000000007 0.01021713111549616 -1871.4999999999998 324039.84750000009 451660.50000000006 0.032365221151646299 0.0022500000000000007 0.76347288132712998 115399.64732142859 0.15669079124927524 18.500000000000004 0.094476081763054331 0.045960141345858581 0.027001423362433528 0.25823641498380562 -411.49999999999994 2.5000000000000004 0.65444837686964485 0.0020242215832695369 -0.02525469288229942 -0.026996341533958908 6.5000000000000009 -0.036000942811369889 13.500000000000002 11.500000000000002 -0.0060213806573301545 0.010854152962565424 -0.044920697808265679 0.75500000000000012 0.014550000000000002 -0.0067643404472619286 11.500000000000002 1.6451479653682666 256852.68750000003 0.56276260504201692 65.247091033538695 2.5000000000000004 0.019489785656332973 0.0051787458360195169 12.500000000000002 0.025800643488764766 7815.9283809218932 -551.23611111111097 -12955.499999999998 0.39212682950654604 0.027778710238635543 1073.1324133618639 -0.021406730636954304 0.012483655940741302 -1161.3874999999998 0.52604791689051844 0.01350141176953912 -1665.4999999999998 0.95489243573972848 90834.142500000016 514.42222222222233 0.022026676684618 3.7772690103425806 0.018237250554323726 0.81272482014388503 31466.250000000004 -331.47727272727269 -1589.4999999999998 0.0078347120434045809 0.010044944472610952 -0.021776824258267876 0.45617086692872905 0.61721611721611735 -0.014815188478678463 5.2517377706320039 0.055750000000000008 0.35464502924190394 -0.010348229203373192 495036.00000000006 11.973153153153154 -1880.9374999999998 0.0091265444643795508 -0.032742794603109353 -18057.499999999996 0.060672204941511161 4490.1225000000004 -861.69047619047603 -0.011407792102545498 2.5000000000000004 1095750.0000000002 0.15494377721873467 -120.84523809523809 3.9062251339848308 0.053567184135317809 0.00695889093913138 0.99999777589217864 9.5000000000000018 11.500000000000002 -0.0048064235597848884 4.4175222450376461 -0.022706720046699044 -721.49999999999989 0.043400000000000001 0.48800224195982495 95985.712500000009
decision_type=2 2 2 2 2 2 2 10 2 10 8 10 2 2 10 8 10 10 10 10 2 8 2 2 2 2 10 10 8 2 2 2 8 2 8 8 2 2 2 10 10 2 10 10 10 8 2 2 2 2 2 2 2 8 2 2 2 10 2 2 10 2 2 10 8 8 8 2 2 10 8 10 10 2 2 2 2 10 8 2 10 10 8 2 2 10 8 2 2 2 2 8 8 2 2 10 8 8 2 2 2 8 2 2 2 2 2 10 8 2 8
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is_linear=0
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Tree=345
num_leaves=112
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decision_type=10 2 2 10 2 10 2 2 8 2 10 2 10 8 2 8 2 10 8 2 2 10 10 2 10 8 10 10 2 10 2 10 2 2 2 8 2 10 8 2 2 2 2 8 8 2 8 8 2 10 2 2 8 2 2 2 8 8 10 2 8 10 2 2 8 2 2 2 10 10 10 2 10 8 2 8 10 10 2 10 2 2 2 10 10 8 10 10 10 2 2 8 2 8 2 2 10 2 10 10 8 2 2 2 2 10 8 10 10 8 10
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leaf_count=80 549 3537 73 146 200 1335 412 1022 4039 204 5642 14035 871 2242 849 421 187 5575 2699 23310 1692 103 107 2920 375 2838 108 542 260 718 240 1057 318 687 358 462 249 626 127 2493 323 380 494 2804 330 416 446 231 3498 216 22188 304 11686 324 8227 866 221 2173 1166 5308 19939 4840 2643 2473 641 334 3086 335 205 115 239 1067 797 275 979 630 252 109 307 223 377 255 413 362 238 515 212 169 309 3495 2051 403 93 95 144 387 222 295 177 243 130 90 159 120 209 285 3627 105 282 135 345
internal_value=0 0.00019837 0.000430099 0.00117316 0.00137104 0.00266536 0.00200222 0.00791679 0.00053905 0.00735205 0.00122983 0.000417877 0.00570255 0.00649971 0.00846184 0.00026034 0.00229438 0.000407796 0.00784401 -0.000585549 -0.00123495 0.0148584 0.017139 0.00446491 0.0109278 -0.000156298 -0.00118775 -0.000497962 -0.0015878 -0.00333939 0.00215137 0.0017677 0.00379992 0.00650482 0.0117776 0.0139667 0.00225044 0.00393815 0.00515959 -0.00419597 -0.00583354 0.00858456 0.00191562 0.00368799 -0.00282497 0.0131205 -0.00159698 -0.000282123 0.000775974 0.00146036 -0.000877706 -5.45519e-05 -0.00241048 -0.000379054 -0.000840272 0.00883508 0.0126538 0.00425186 -0.00151229 -0.00548599 0.00117157 0.00184002 -0.00252552 -0.000490864 -0.00445264 0.00159256 -0.00637171 0.000901432 -0.00847025 -0.00471238 -0.00809582 -0.00528644 0.0052571 0.0092917 0.00221118 0.0151016 0.00746671 -0.00646044 0.00615419 -0.00528203 -0.0029444 0.00359756 0.0106062 0.0140536 -0.00976321 -0.00319725 0.0123632 -0.0043101 -0.00318593 -0.00514524 -0.0032135 2.29094e-05 0.0113488 -0.00514912 -0.00532111 0.00173598 -0.00419293 -0.00625554 -0.0079249 -0.000891008 0.00673022 0.016836 0.00104043 0.0113905 0.0166926 -0.00330031 -0.00817069 0.00772786 0.00179523 0.00856731 -0.00769203
internal_weight=0 13052.6 11188.1 4931.03 4761.94 1855.86 1658.33 197.529 2906.08 105.634 1424.62 1213.69 210.924 233.711 195.703 2800.44 818.219 617.524 200.695 1982.23 1762.14 67.7168 62.5774 220.085 82.9815 6257.06 1864.46 1547.44 1110.66 729.761 145.002 380.897 286.377 92.1235 53.442 36.1565 436.78 335.29 136.723 169.097 154.006 95.2289 250.221 210.494 41.4939 59.8669 38.6815 6120.34 2203.34 1947.42 3917 2554.21 1362.79 2472.2 2254.68 82.011 64.4391 217.517 1186.27 234.886 1906.45 1618.19 288.256 951.381 317.023 76.7417 240.282 54.9025 185.379 584.759 176.525 162.426 302.032 122.343 179.689 67.6029 89.3683 39.7271 59.772 52.8783 23.2081 129.813 38.1325 67.3715 155.216 101.49 40.9746 255.917 90.3204 571.577 359.666 91.6801 23.7433 22.6526 239.322 38.7075 94.5198 84.3931 121.232 42.9701 28.934 46.8345 54.7404 36.564 22.9658 38.0083 211.912 14.9455 29.1789 15.0905 138.202
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is_linear=0
shrinkage=0.0227381


Tree=346
num_leaves=70
num_cat=0
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split_gain=9.94641 12.0595 11.121 9.24467 10.2697 10.8813 14.6489 13.5147 13.4085 26.7025 12.5203 12.3014 10.6062 11.5563 10.4461 9.77117 9.68311 9.30853 9.19539 8.70041 8.65973 8.2536 8.49336 8.55818 11.5283 9.3246 8.07712 8.04298 7.88688 7.79711 7.76037 7.57658 6.94789 6.61654 6.32575 6.08249 5.71327 5.6623 5.68061 5.35077 6.1166 5.33777 5.16275 4.91957 4.91895 4.62122 4.54224 4.54048 4.63018 6.0961 4.29808 4.09033 3.855 3.6701 3.59839 3.36484 3.20177 3.08838 2.83266 2.79404 2.77952 2.68293 2.4037 2.339 1.86847 1.41181 0.987178 0.531567 0.343366
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decision_type=10 8 10 10 2 10 10 2 8 8 10 2 8 2 10 2 10 8 8 8 8 10 10 2 2 10 2 8 8 8 2 2 2 10 2 10 2 10 8 8 10 10 10 10 10 2 10 10 2 2 8 2 10 2 10 10 10 10 10 8 2 10 8 2 8 2 2 10 8
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internal_value=0 0.000108128 0.000165103 0.000112186 0.000186104 0.000422975 0.0013879 0.00162214 -9.58592e-05 0.00211392 -0.00673883 -0.000244311 -0.000524164 0.00239012 0.00453033 0.00259983 0.00873075 -0.00488369 0.00258758 0.00555381 -0.000829971 -0.00157124 -0.00215874 -0.00295173 -0.0018644 -0.00662427 0.00315639 0.00188968 0.00825065 -0.00265423 0.00846282 9.48026e-05 -0.00151458 -0.010047 -0.00824579 0.00767649 0.00975269 0.0130846 0.0154152 0.00853855 0.0134531 0.0121277 -0.000196108 0.00620566 0.0155047 0.00126537 -0.00591445 -0.00816813 -0.00930241 0.000789846 0.0140248 0.00211524 -0.0055262 0.0101627 -0.0117144 0.00482098 -0.0084028 0.0191153 -0.00451273 -0.0027634 -0.00723829 -0.0111342 -0.000120821 -0.0123255 -0.0142822 0.00689847 -0.0121415 -0.00859492 0.0186908
internal_weight=0 13066.4 12986.2 12913.3 12733.2 11226.5 3920.62 3817.47 7305.92 1180.65 103.151 1314.49 6125.27 576.14 783.845 2502.97 15.6893 180.119 55.5588 167.15 5549.13 1506.68 1344.3 1126.06 878.834 247.23 162.383 218.237 74.5206 396.807 37.4935 193.068 87.8625 87.462 80.1401 142.493 116.836 77.0777 65.3723 72.8937 39.1397 25.1689 33.6301 30.6144 21.0272 33.754 57.248 124.56 116.801 18.6938 40.8905 39.7587 24.6567 8.99649 58.4935 7.75872 18.0653 17.4996 22.1468 16.4664 12.3761 98.1072 10.5011 87.6061 45.6285 25.0925 14.0256 9.69732 49.8533
internal_count=201130 199947 199388 198896 194627 181163 57514 55192 123649 24612 2322 18713 99037 10391 13839 36479 355 4269 1518 1183 88646 13464 11757 9888 7739 2149 1707 1869 808 10773 997 1662 899 1967 559 995 837 564 477 492 231 207 366 298 556 261 601 2751 2541 447 442 273 188 194 412 210 521 434 175 441 323 2094 168 1926 324 164 442 253 351
is_linear=0
shrinkage=0.0227381


Tree=347
num_leaves=51
num_cat=0
split_feature=125 158 198 17 233 195 89 182 230 194 191 14 176 14 110 55 210 14 233 17 150 226 57 195 120 223 211 223 133 123 231 218 42 212 229 182 213 213 133 154 156 218 225 135 150 140 223 93 223 133
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threshold=32.696783025325125 2874.9375000000005 0.7498351888339384 -13.499999999999998 0.0083974706940352934 5.8321596244131468 3.5000000000000004 -1450.7321428571427 -0.0029068894218653436 0.8185736677115989 22.500000000000004 0.014491999999999951 8.5000000000000018 0.031945000000000008 1.0000000180025095e-35 0.070550000000000015 0.037591287866234786 0.018421500000000004 0.0018101838650181892 -4053.4999999999995 -2322.4999999999995 0.01558674266561866 0.15625000000000003 9.5043859649122826 5.9668935540462487 -0.0069939179811626664 0.025517787784338001 -0.0015591566916555164 0.10389986169541811 0.88338025219824412 0.0013032421702519061 -0.01341859996318817 0.092850000000000002 -0.01608532294631004 -0.0088569461368024332 -304.97058823529409 0.0049518791493028411 0.019754565320909027 0.21199309786148221 1903027.1175000004 217262.25000000003 0.0061009961646050223 -0.0092224953696131689 0.036564192705146471 -36.499999999999993 1.0000000180025095e-35 -0.015876498073339459 -325.49999999999994 -0.0004605225112754851 0.26145998186363972
decision_type=2 10 10 2 2 8 10 10 2 10 8 2 10 2 2 10 2 2 2 2 8 2 8 10 2 2 2 2 10 10 2 2 8 2 2 10 2 2 8 10 10 2 2 10 10 2 2 8 2 10
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leaf_count=338 84 97 422 115 105 81286 142 2504 247 80 26040 54422 7567 14549 328 4321 272 112 83 2212 854 99 132 193 105 596 120 308 153 85 362 72 168 135 753 60 85 107 63 125 104 111 78 340 77 134 103 61 86 65
internal_value=0 0.000272324 0.000239476 0.000298821 0.00790841 0.00025661 -0.00237151 -0.000939467 0.00463366 0.000362825 0.000332506 -0.00025612 -0.00160369 0.000434767 0.000901784 0.000962668 -0.0026356 -0.00507747 -0.000241733 -0.00387776 0.00936398 -0.00994409 0.00661894 0.0123121 0.0162293 -0.0109773 -0.0123009 0.00534694 0.011866 -0.000861946 -0.00354401 -0.0100539 0.00237304 0.0112325 -0.0129849 -0.00619312 0.0105153 -0.0149614 -0.000564777 -0.0110297 0.0206094 0.014982 -0.00883792 -0.0113162 -0.0151904 -0.015142 0.00684365 -0.00584889 -0.00459797 -0.0171617
internal_weight=0 13174.5 13141.1 13004.1 62.8962 12941.2 495.572 433.048 97.5676 12445.6 12419.9 6108.48 2066.47 4042.01 6311.37 6287.19 335.481 137.028 73.26 294.133 61.0227 63.7681 33.5819 48.3296 35.3408 62.5233 56.2223 41.3475 22.5407 21.43 36.5449 39.0784 7.77009 25.7799 31.3084 39.6781 33.3421 46.6569 12.9888 24.1768 26.3273 19.1466 33.3356 25.5 41.0933 28.4614 11.1223 14.5666 11.0412 38.6202
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is_linear=0
shrinkage=0.0227381


Tree=348
num_leaves=112
num_cat=0
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split_gain=9.72109 9.52859 10.0385 9.39663 10.6241 11.6989 12.4969 12.1237 11.3876 12.045 15.2218 12.8864 11.1737 11.2709 10.2142 11.5806 13.1661 12.6076 12.6019 12.4376 13.4049 11.894 15.222 11.2468 10.2083 9.90841 11.5833 10.2793 9.64509 9.55317 9.45234 9.38605 10.5065 10.5225 9.20743 9.13151 9.15371 9.05056 8.99405 8.95078 12.7274 12.5771 8.54147 8.50867 9.22823 10.9238 12.1251 8.83296 8.37643 8.36543 12.8144 21.9202 10.0961 8.33624 8.30791 8.28355 8.09035 8.03103 7.96551 7.95419 7.76275 8.5129 7.83314 8.5121 8.03193 7.86543 8.10045 8.47663 7.80867 7.69603 7.61453 7.611 7.6027 8.53856 7.27507 7.24125 7.2097 8.75795 7.36945 7.25565 7.19938 7.46698 7.158 7.25817 7.07284 6.94572 9.06905 7.24126 8.22442 8.71517 7.73642 8.30963 6.75522 6.73701 6.70268 6.60857 6.59866 6.48645 6.4705 6.38793 6.10406 6.20661 6.19015 6.09322 6.72983 5.98771 6.72918 8.71929 6.21727 5.98439 5.96439
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internal_count=201152 11381 477 189771 176891 42990 6549 1305 133901 9830 8695 2338 36441 21434 124071 29321 7201 22120 2687 4514 831 1875 1131 94750 20245 91102 19630 18649 3648 3683 6357 5244 4449 3972 1733 12880 9530 2286 981 4898 2685 2305 5096 15007 7582 5357 4740 617 4086 16536 5210 1901 11326 15149 795 559 71472 2900 1918 70660 10904 1313 9591 5049 1587 4542 1714 1269 3462 1814 10767 2677 3184 2181 3457 2213 2168 1390 863 778 1092 1001 1724 482 744 5444 1896 3548 2182 697 1485 512 3073 918 474 296 1849 3309 812 796 2828 1094 1734 2225 1934 7425 5627 2317 3310 2239 445
is_linear=0
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Tree=349
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decision_type=8 2 10 10 10 10 10 10 2 2 10 2 10 2 10 2 10 10 10 10 10 10 8 8 10 10 10 8 10 10 10 2 8 8 2 2 10 10 2 2 10 8 2 2 2 2 10 8 8 2 10 10 10 10 2 2 2 2 2 8 10 8 2 10 10 10 2 2 10
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internal_weight=0 52.9482 13154.6 12920.7 398.704 377.423 12522 219.736 157.687 97.2295 12503.2 233.924 115.066 118.858 68.2704 101.209 78.2247 155.447 46.7955 12497.2 117.988 61.9425 12379.3 2496.24 538.075 1958.17 9883.01 5687.15 4195.86 64.289 56.0454 49.6184 37.7248 29.35 22.9843 65.3321 58.0467 48.4083 40.8968 21.2805 14.4966 37.66 140.951 28.6186 112.332 17.649 91.3229 80.4047 42.2322 20.0086 20.2684 29.9934 52.6615 60.457 38.0381 15.6154 9.28098 14.5899 23.0701 15.2882 14.6706 7.12952 16.9238 7.40296 39.7857 20.6713 20.2559 13.8133 10.1972
internal_count=201012 867 200145 197558 6707 6401 190851 3809 2592 1577 190725 2587 1267 1320 741 1117 859 2866 526 190646 2872 1641 187774 51158 14394 36764 136616 79612 57004 943 1231 628 429 383 258 716 650 517 443 306 272 609 2594 536 2058 203 1503 1349 848 253 245 330 1227 1015 397 228 414 314 295 258 315 168 199 176 793 222 227 383 233
is_linear=0
shrinkage=0.0227381


Tree=350
num_leaves=112
num_cat=0
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split_gain=10.22 11.3373 15.3553 12.4057 15.7391 15.6286 11.2436 13.643 12.8891 11.1047 11.7451 14.7921 10.8576 14.336 12.3577 10.9468 11.0377 10.9348 13.8733 12.3961 13.8641 11.097 10.6419 13.8787 10.9564 10.5538 10.9032 10.0983 10.0259 10.2342 14.9394 10.6674 9.79635 9.58965 9.01794 9.00842 8.96667 8.90722 9.6772 14.2341 11.5847 9.69466 8.78955 9.0366 8.76926 8.69699 8.80966 10.3942 11.2656 8.82962 8.63643 8.5685 8.42628 8.36096 8.24619 8.24026 8.23875 8.15492 8.10058 8.02555 7.8438 7.94427 7.77294 10.77 14.7555 8.63714 9.10196 12.0917 17.8505 15.0683 12.6566 10.1293 8.53523 9.47431 9.08346 9.02944 8.2439 7.85883 7.65097 8.40147 8.71072 7.64565 8.22489 8.23735 7.80697 12.0916 7.76949 7.99157 7.62515 7.53961 7.53635 7.48773 7.47689 11.5123 7.50119 7.40309 7.39792 8.05718 8.02703 7.3845 7.35799 9.00017 8.10207 7.32792 7.30618 8.73684 8.41566 8.38467 7.30617 7.26896 7.26708
threshold=1.0000000180025095e-35 1.0000000180025095e-35 263765.25000000006 0.59632431487143112 -1565.4999999999998 4.7999608892102037 -167.49999999999997 0.0058500000000000002 0.24961027053968585 21.759629629629632 18527.681250000005 1980407.9925000002 4106.0036221012024 0.10955000000000001 0.00035000000000000005 1.1999955555726751 0.025778000000000002 0.11040000000000001 41404.376250000008 12.147603485838781 -0.0017553270445205269 -0.016001032665371891 -2725.4999999999995 274288.05000000005 0.56052010648787209 -0.037200391292572015 0.55227298028689586 -0.0025746778119355436 0.82685000000000008 0.039232574403285987 -1904.4999999999998 40014.325791636373 -1479.4999999999998 34425.392255244762 0.027498205169353602 38655.327053571433 -0.032159084454178803 -0.037248244509100907 1152238.5000000002 2838797.3250000007 0.017261289060115818 1.077200004796766 -0.0058258872013539067 2.5797168664102457 -0.017631682567298409 1.0000000180025095e-35 10153.845000000003 0.016450000000000003 14.005813953488373 0.0024704548995941882 0.0097395088523626345 7.5040983606557381 0.1401995271444321 0.98785000000000012 16.826505016722411 0.17508512251332123 2942.9085576923085 0.018444186076521877 -97.499999999999986 -0.015880553051829335 0.070223164790879269 0.0093180020339787024 0.046050000000000008 0.020265198312699798 0.97735000000000005 0.99999704184991145 4.3296177187998284 15.898417794083928 10.31072796934866 0.39917906373611939 0.22952115678204388 -0.0034312165807932611 0.062500000000000014 0.17291511317159128 -0.073866784572601304 0.012422839506172841 -490.49999999999994 0.012650000000000002 7.5000000000000009 0.0063352060969918975 -0.0061295046471059314 1.0000000180025095e-35 -0.032660394906997674 0.3573795306660677 -0.017040172591805455 0.61531565224266893 0.038750000000000007 13005.40081668253 0.011195065453648569 0.14353627323946452 0.00030172201513778424 -0.015871008858084675 202575.74870454546 0.065007448393943915 -1456.4999999999998 0.20034832867504274 7950.5156135938059 -0.0094706169329583628 -2496.4347857142852 0.18776709401709404 0.018717500000000001 -1799.4999999999998 -0.019617850892245766 0.057250000000000002 0.014083502348512413 0.87867647058823539 -0.011386441998183726 0.028210473246872429 174235.02737637368 -0.0067407321184873572 0.0672674769411305
decision_type=2 10 2 10 10 2 10 8 8 10 10 10 2 8 10 2 2 10 10 8 2 2 2 10 10 2 10 2 10 2 8 2 10 10 8 10 2 2 8 8 2 2 2 2 2 10 8 10 10 2 2 10 2 8 10 10 8 2 8 2 8 2 8 2 10 8 2 10 8 8 10 2 8 10 2 8 10 8 2 2 2 2 2 10 2 10 10 2 2 8 2 2 8 10 2 8 2 2 10 10 2 2 2 10 2 8 2 2 10 2 10
left_child=9 3 51 62 5 35 45 -8 -9 10 12 34 13 -1 25 32 28 19 -19 58 -21 -20 96 55 -25 59 -27 -16 29 31 -31 -17 36 -26 -12 -5 -14 100 41 -40 -41 54 43 -30 -38 46 49 48 -48 50 -6 -3 57 -34 88 -24 104 -10 -18 -15 61 -36 63 72 -65 66 91 68 70 -70 -68 -69 77 75 -75 89 -73 -2 79 80 -4 84 83 -83 -80 103 -84 -88 -39 -74 -55 -64 93 94 -62 -44 -13 98 -98 -58 -11 102 -102 -86 105 107 -107 -43 -53 -46 -67
right_child=1 2 78 4 6 -7 7 8 52 37 11 22 15 14 27 16 17 18 21 20 -22 -23 23 24 33 26 -28 -29 42 30 -32 -33 53 -35 60 -37 44 38 39 40 -42 56 95 -45 109 -47 47 -49 -50 -51 -52 108 -54 90 -56 -57 99 -59 -60 -61 92 -63 65 64 -66 110 67 71 69 -71 -72 76 73 74 -76 -77 -78 -79 81 -81 -82 82 86 -85 85 -87 87 -89 -90 -91 -92 -93 -94 -95 -96 -97 97 -99 -100 -101 101 -103 -104 -105 -106 106 -108 -109 -110 -111 -112
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leaf_weight=122.75378555129282 24.173826266545802 23.807757804635912 8.5021689254790562 10.330692482180892 89.500725925900042 25.166209034621716 24.531112882774323 34.52438508765772 39.022479543928057 46.641001015901566 8.5547884553670865 25.926607638597488 9.1846075505018216 10.866086695343254 12.632776259444652 2943.247036290355 362.94161552190781 42.901728447526693 15.888297767378388 136.56627032160759 180.07940094918013 141.15124920289963 16.695963944774121 77.271119717508554 12.49567359313369 167.85287949070334 59.653285761363804 20.0595578039065 24.538943760097027 93.208935409784317 181.43688913807273 46.201429836452007 28.422521445900202 5.6770849823951712 19.769710015971217 53.929603095166385 4.3553524645976713 50.500596362166107 36.09585639461875 28.561840187758207 11.171337105333803 533.28145868424326 15.919650121591983 83.333896048367023 8.8546351133845693 63.798884822055697 139.20936347264796 37.406220337375998 94.552632375620306 78.592359185218811 32.80484941508621 69.155169635079801 8.4707280886359495 14.946377520449458 8.1682122554630023 47.022572909016162 61.914259236305952 9.9621426491066796 207.21205476671457 37.738061739131808 206.42975189210847 10.20574623160064 95.088726878166199 30.441327586770058 18.466173753142357 519.1556293964386 164.40413861721754 54.280162699520588 40.446475873701274 146.24762212205678 169.04832062125206 40.90587364230305 15.653284909203647 22.340010769665241 65.875613594427705 79.199687641113997 40.872488385997713 42.798732516355813 27.073002094402909 20.794913480058312 19.709113958291709 69.140988777391613 356.90097014885396 44.145003437995911 38.809574195183814 18.388296786695719 12.238902922719719 19.066639138385653 23.908288535661995 188.69241557270288 23.670919977128506 2014.8508102148771 313.16874901764095 43.650334734469652 62.35172204580158 93.208199185319245 7.2848275937139979 88.503516361117363 55.34832577034831 44.957547787576914 12.36240651831031 26.485028727911413 9.3206834392622095 6.6450811941176644 438.78811233863235 90.953963965177536 147.44232679344714 91.88783363532275 56.594708294607699 27.524505962617699 96.741819702088833
leaf_count=3565 225 325 92 214 1794 519 573 404 998 537 294 686 255 191 383 43265 7320 1079 377 2683 3164 3287 161 960 450 3060 2634 614 388 1783 2468 893 483 288 443 1044 81 735 767 412 175 6979 126 1517 173 1205 3730 1183 2087 1772 657 903 223 243 167 1016 703 258 2890 852 5236 226 953 289 196 6941 1471 636 368 1619 1774 471 93 403 929 631 351 425 372 255 250 1007 4999 380 465 350 192 371 379 1661 341 20527 6574 633 1106 2144 184 2086 1028 456 133 287 189 96 6046 1598 2713 1765 889 483 899
internal_value=0 0.000976994 -0.00152618 0.00140839 0.00408546 0.0126155 0.00276727 0.00891277 0.0126929 -0.000309525 -0.000757435 -0.00299973 -0.000314719 -0.00372915 -0.00102263 6.0677e-06 -0.000175667 0.00181602 0.00650275 0.000707029 0.00425333 0.00952713 0.000873983 0.00500594 0.0101552 -0.00268276 -0.00473879 0.0106371 -0.000800384 -0.000478649 0.00365476 -0.000867787 0.00662971 0.0229678 -0.00494697 0.017969 0.0134302 0.00133391 0.000902262 0.00839286 0.0164839 0.00047559 -0.00543716 -0.000691068 0.0173808 0.00131141 0.000182619 -0.00246095 -0.000497904 0.00370544 0.00733933 0.00485199 0.0185838 0.000614714 0.00766124 -0.00299749 1.06152e-05 0.0217094 -0.0012964 0.00620668 -0.00531421 0.00499878 0.00088728 0.00354546 0.0128358 0.000495988 0.00103862 0.00335887 0.00492184 0.0103884 0.001677 -0.00255368 0.00228299 0.00363356 0.0097873 0.00148729 0.00249005 -0.00477432 -0.00305789 0.00497702 -0.00306034 -0.00378427 -0.00487278 0.000494802 0.00212216 0.00625999 -0.00641594 0.00364901 0.0100937 -0.00109007 0.00689739 0.000306295 -0.00586944 -0.00324464 -0.00501788 -0.00973547 -0.00290004 -0.00069015 0.00515591 -0.00581206 0.00780248 0.0133067 0.00126462 0.0119496 0.000523419 0.00173218 -0.00192259 0.00313304 0.00718751 0.0205922 -0.00192182
internal_weight=0 5402.46 790.972 4611.49 741.802 89.4265 652.376 116.511 91.9797 7779.15 6116.71 1000.36 5116.35 431.556 308.803 4684.79 4567.84 1086.74 199.941 886.799 316.646 157.04 336.226 159.162 95.4439 276.11 227.506 32.6923 3481.09 3264.09 274.646 2989.45 116.959 18.1728 664.131 64.2603 49.9191 1662.44 1567.63 75.829 39.7332 1491.8 217.001 107.873 40.7345 535.865 472.066 271.168 233.762 200.898 122.306 149.558 57.4554 67.0398 82.5771 63.7185 1409.23 48.9846 570.154 48.6041 655.576 29.9755 3869.68 487.641 48.9075 3382.04 2766.14 656.205 520.147 186.694 333.452 136.059 438.734 371.761 88.2156 283.545 81.7784 66.9726 641.415 49.0062 28.2113 592.408 501.493 113.286 90.916 63.843 388.207 31.3055 74.4089 204.346 38.6173 2109.94 625.601 312.432 268.781 109.128 177.063 151.137 62.6332 106.872 94.8091 48.1681 21.6831 45.4547 1302.35 863.566 238.396 625.169 125.75 36.3791 615.897
internal_count=200623 68469 10946 57523 16661 1777 14884 2456 1883 132154 108113 21371 86742 11299 7734 75443 73384 20800 4743 16057 5847 3664 6859 2875 1698 6737 5694 997 52584 48409 4251 44158 2059 738 14512 1258 992 24041 22895 1354 587 21541 4175 1905 737 12428 11223 7000 5817 4223 2451 2117 1479 1067 1281 1177 20260 1256 10210 1043 14218 669 40862 4852 485 36010 28170 6690 5232 1987 3245 1458 4367 3717 1332 2385 822 650 8829 597 342 8232 6949 1387 1283 911 5562 563 1114 1754 584 21480 13549 6975 6342 2270 3984 3298 1212 1159 1146 609 322 561 19101 13055 4311 8744 1792 656 7840
is_linear=0
shrinkage=0.0227381


Tree=351
num_leaves=112
num_cat=0
split_feature=185 126 203 157 203 224 229 34 203 233 170 40 126 219 162 152 223 221 154 202 174 223 122 171 210 130 202 159 207 183 40 222 174 195 122 218 223 155 230 176 150 195 121 18 141 187 223 188 183 144 218 155 231 38 205 187 122 183 133 192 78 217 197 91 154 194 175 19 229 170 233 18 217 133 222 226 157 223 232 156 230 57 205 215 219 93 204 219 204 195 14 126 141 205 223 6 224 229 30 93 187 233 119 197 223 209 183 15 124 193 141
split_gain=11.0291 11.128 9.96745 10.8542 9.95394 13.8567 12.0669 10.0287 11.5323 9.35518 11.5419 9.23723 9.95468 9.09351 11.3014 9.16611 9.00688 8.5285 8.70737 10.3737 8.52784 10.3615 8.33339 8.23355 8.20369 8.1161 8.03943 7.93327 7.82364 7.77091 8.47336 7.76832 13.9488 7.72319 7.66436 7.43672 7.70733 10.057 8.07606 7.38437 7.36659 7.58768 7.99668 7.27262 7.94462 7.26488 7.26109 7.25123 12.8148 8.46227 7.11781 7.08753 7.64896 7.24382 6.9558 6.9226 7.51982 8.66483 6.9064 6.90466 6.7285 6.84774 6.72634 6.60624 7.37476 7.33183 6.57841 6.51824 6.47561 6.2891 6.43677 6.28175 6.56633 6.42465 6.2201 6.11956 6.08184 6.0519 5.94157 10.7457 7.58858 5.89579 5.74923 5.72801 6.3214 5.59431 5.32674 5.25601 6.25285 5.22787 5.20109 5.19046 5.16362 5.14546 6.71691 5.11799 5.10208 5.08631 5.05947 4.97096 4.89726 4.89193 4.82702 4.88484 4.76272 4.59729 4.59164 4.56764 5.27983 4.46764 4.41701
threshold=-169.39071346153841 0.59275824488143847 -0.034864431247115128 487716.09750000009 -0.075471960008144365 0.0062853496056050071 0.011024068109691145 1.0000000180025095e-35 -0.020796790719032284 -0.012219746597111223 58.267857142857146 0.48102174355179017 0.11147537673605999 -0.0078389616683125479 0.93406256721411451 430302.85714285722 0.017004221677780155 0.0051208352670073518 619951.50000000012 -0.061235509812831872 10.500000000000002 0.009559559170156719 0.039041335117747301 569.50000000000011 0.026754231192171577 0.59901191163793355 0.15216006338596347 2232.0000000000005 0.017128074541687969 -2878.4999999999995 0.76347288132712998 -0.0041840178892016402 4.5000000000000009 11.973153153153154 0.049999964387489805 -0.019956720061600205 0.013184472918510439 74729.625000000015 -0.012703177053481339 10.500000000000002 -364.49999999999994 13.484660267268964 0.16666553498717165 -1693.4999999999998 0.04984470734134281 9.4724747474747488 0.0038431357825174932 0.86696165191740426 -1887.4999999999998 -372.49999999999994 0.0054793250747025022 142344.56250000003 0.011740786954760553 22.500000000000004 0.040060576051473624 2.3173043578777022 0.03591531030349035 -659.49999999999989 0.21647760839032512 0.94038734896943865 0.23960000000000001 -0.020004587247967717 1.0886802421198909 3.5000000000000004 816945.68250000011 0.025751547303271446 2.5000000000000004 9.5000000000000018 -0.0110064884647727 50.025000000000006 0.006963736144825817 -4464.4999999999991 -0.016305377706885334 0.036362586331172307 -0.0046053566038608542 0.011401433963328602 1589082.7500000002 0.007919180206954481 0.0050991398748010406 11786.647500000001 0.0080047221854329127 0.16435000000000002 -0.023515261709690091 0.017613150179386142 0.015069138724356891 -514.49999999999989 -0.04072191193699836 -0.0084121022373437864 -0.024709221906960007 15.591372912801488 0.022712500000000004 0.018637026457432839 0.39774890154077108 -0.0096322861500084383 0.02282230090349913 592519.50000000012 -0.0048377159982919684 0.013036906719207765 5.5000000000000009 -1146.4999999999998 4.4378511235955065 -0.0088916979730129225 2.5000000000000004 1.0224771113145663 -0.00076991893001832057 -0.0011912424233742056 -2096.4999999999995 -14487.499999999998 49.121149897330604 5.5000000000000009 0.39774890154077108
decision_type=8 2 2 8 2 2 2 2 2 2 8 10 2 2 10 10 2 2 8 2 8 2 10 10 2 8 2 10 2 8 10 2 10 10 10 2 2 8 2 10 10 10 10 2 2 10 2 10 10 10 2 10 2 2 2 8 8 10 10 8 8 2 8 10 8 10 10 10 2 8 2 2 2 10 2 2 10 2 2 10 2 10 2 2 2 10 2 2 2 10 2 2 2 2 2 2 2 2 2 10 10 2 8 8 2 2 10 2 2 10 2
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Tree=354
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decision_type=8 10 8 10 2 10 2 8 10 8 8 10 8 10 10 8 8 2 8 8 8 2 10 8 10 2 8 10 8 10 2 10 8 10 8 2 10 10 10 8 2 10 2 2 2 2 10 8 2 2 10 10 10 10 10 2 8 2 8 2 2 2 2 2 2 2 10 10 2 10 8 10 10 8 10 8 2 10 8 10 2 8 10 10 2 10 2 2 2 10 10 10 2 10 10 2 2 2 10 2 10 10 2 8 8 8 2 2 8 10 2
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is_linear=0
shrinkage=0.0227381


Tree=355
num_leaves=112
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split_gain=8.89662 11.3636 12.2676 11.0043 15.3538 13.3604 12.6516 11.6156 10.2317 9.78599 9.66483 9.50753 8.99743 8.87346 9.10071 8.76802 11.9798 8.83264 8.57553 11.2794 8.61882 9.08386 8.38807 8.23777 8.23418 9.77561 8.65048 8.15471 7.98837 9.01966 8.20516 7.98785 8.1586 10.0135 8.00148 7.88086 7.87339 7.77448 7.75987 8.24113 7.75857 7.639 7.77864 7.62243 7.57875 15.4148 11.6125 13.3515 12.576 9.36548 10.7284 9.05979 10.1665 13.3024 9.79597 9.99793 8.69774 7.42059 11.0139 10.8413 9.04574 10.0206 9.0021 8.27201 7.99773 7.41684 7.32764 9.14988 7.2185 7.19611 7.16574 7.13067 7.09182 9.32962 7.19761 7.0412 7.01454 7.82151 7.11017 6.97893 7.20677 6.87099 9.26784 7.88315 7.28787 6.88038 6.8053 6.79413 6.95437 6.72491 6.6031 6.4688 7.66889 6.45253 6.3119 6.30803 6.29036 10.0512 7.76258 6.62484 8.28287 6.38842 6.28783 6.28489 6.22626 6.17965 6.15476 6.14121 6.03407 6.03314 5.99976
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decision_type=8 2 10 2 10 10 10 2 8 10 10 10 10 10 2 2 8 8 10 2 10 8 10 8 2 8 2 10 2 2 2 2 10 2 2 8 10 2 2 10 10 8 10 2 2 10 10 2 2 2 10 8 10 10 2 2 8 2 2 10 10 2 10 10 2 2 2 8 2 2 2 10 10 10 8 2 2 8 2 2 8 8 10 10 10 2 8 10 2 10 2 10 10 8 8 8 10 8 8 8 2 2 10 2 8 10 2 10 2 10 8
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Tree=358
num_leaves=112
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decision_type=10 10 10 2 10 2 10 2 10 10 2 2 10 8 8 10 10 8 8 10 10 2 10 10 8 2 10 2 2 10 10 10 10 8 10 2 8 10 10 8 10 10 8 10 8 2 10 2 10 8 10 2 10 10 10 8 10 8 2 10 8 2 8 2 10 8 8 8 10 2 2 8 8 2 2 8 8 2 10 8 2 8 8 10 2 10 2 2 10 2 10 8 8 2 2 2 2 2 8 10 2 2 8 10 8 2 10 2 10 2 2
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leaf_count=97 1435 935 277 4418 266 1138 177 591 126 832 103 447 108 331 333 288 300 136 561 264 521 329 97 143 146 1107 725 61125 7696 5178 1441 54770 5171 2272 194 421 2402 5805 2577 535 690 114 274 117 543 93 396 339 246 446 236 756 140 171 376 1453 849 435 259 244 502 460 1048 218 223 254 167 91 139 258 1054 301 1393 123 202 1472 1083 205 1113 412 97 767 1099 547 1104 297 99 309 226 627 280 2248 1880 694 83 1330 163 725 402 1045 184 124 141 221 109 743 349 57 428 79 118
internal_value=0 -0.00110295 -0.0007094 -0.00170585 0.000916707 0.00225216 0.00373625 -0.00333225 0.00572733 0.00713711 -0.00222969 0.00193551 -0.00341396 -0.00837586 0.00241462 0.00664081 0.000385054 0.00492749 0.000302048 0.00236377 0.000113679 -0.00453505 -0.00122043 0.00513551 0.00021041 0.00273675 3.84306e-05 9.28013e-05 -0.0023678 -0.000989544 0.000290694 0.00109992 -0.000464137 0.0049548 0.00636152 0.0160749 -0.00391669 -0.00251932 0.00459649 0.00436493 2.51666e-05 0.00457141 -0.00327972 0.00325918 0.00248407 -0.00805374 -0.000903966 0.0033197 -0.0037139 0.000827271 -0.00617317 0.00773851 0.0100828 0.0129958 0.0171529 -0.00318543 0.0121602 0.00971358 0.0119402 -0.00889525 0.00926266 -0.00188752 -0.00424984 0.012371 0.0087774 -0.00783849 -0.00696562 -0.000596733 0.00714643 -0.00172029 0.00118094 0.00389416 0.00540371 -0.00451141 -0.00269896 -0.00918214 -0.00380096 0.00343489 -0.00850106 -0.00409592 -0.0055261 0.00607475 0.00727608 0.00418027 0.00617946 0.0119641 0.0156441 -0.000512375 -0.00663818 -0.00977738 -0.0111346 -0.00907132 -0.0059834 -0.0124914 0.0033407 -0.00160148 -0.00497014 0.00224537 -0.00350826 -0.00647149 0.00811836 -0.00101548 0.00312861 0.00750499 0.00861687 -0.00987958 0.0154835 0.00400968 -0.00111431 0.012303 0.00343153
internal_weight=0 2419.62 2304.36 1676 642.968 555.069 447.071 1033.03 330.058 290.691 840.288 628.365 671.373 115.254 168.915 95.356 10822 185.198 10636.8 882.154 9754.61 190.793 133.042 61.426 9563.82 601.38 8962.44 8916.68 656.717 552.907 8259.97 3984.46 4275.51 371.778 315.283 37.7607 650.389 508.666 277.523 523.928 150.547 96.563 42.094 508.238 483.014 33.4841 229.602 106.083 107.997 69.1796 39.0652 75.4551 62.2267 52.8986 39.7673 73.5595 52.8552 99.5623 85.5943 45.7573 30.1144 117.013 99.7101 30.5477 20.9836 192.742 87.8989 358.226 39.5516 318.675 420.788 211.305 190.216 123.519 56.4946 173.986 227.349 42.1274 141.723 39.3666 185.222 373.381 315.029 199.532 165.826 115.497 75.6869 58.3523 71.6162 56.0137 140.721 103.81 116.486 128.606 91.3257 209.483 110.345 99.138 120.128 85.1408 48.0967 85.6359 56.2813 41.8127 17.3033 69.5881 63.0912 11.531 42.5008 28.0665 39.8097
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is_linear=0
shrinkage=0.0227381


Tree=359
num_leaves=112
num_cat=0
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split_gain=7.97479 12.341 6.81714 10.6576 13.553 12.2745 10.6225 12.23 9.48402 9.43145 9.10474 14.5101 8.98445 10.0693 9.50219 10.1989 9.86127 10.4664 8.9456 10.0905 9.88724 8.79465 8.62606 8.92822 8.71605 11.3844 12.3174 10.3049 8.15338 10.4677 8.29766 8.063 8.57171 8.53802 10.7172 9.22768 7.64505 8.21469 9.07733 7.64247 7.60683 7.55441 10.7337 9.997 8.41493 7.00378 8.80083 10.4833 7.2861 10.8809 9.37217 8.81808 11.7437 11.6613 11.493 9.79312 8.87777 7.60654 7.58783 7.2973 7.2037 7.38814 7.00245 10.8304 10.0092 6.9634 6.95396 7.4313 6.94554 6.7967 6.78951 8.18276 6.73134 8.09637 6.72747 7.29594 6.6867 6.62898 6.22863 6.19799 6.28163 6.1624 6.15924 6.05094 6.04559 9.68449 10.3057 8.16739 6.33215 5.83115 5.73295 5.67177 5.72329 5.09711 4.91339 6.09536 4.96397 4.83634 5.70086 5.05561 4.8247 4.73233 4.67788 4.66312 4.47433 5.54285 4.45256 6.3053 5.42327 6.2289 7.72369
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decision_type=8 10 2 10 10 2 2 10 10 2 2 2 2 8 2 2 8 2 10 10 2 10 10 10 8 8 10 10 2 10 10 10 10 10 2 2 2 10 8 8 10 2 10 2 8 2 8 8 8 10 2 10 8 8 8 2 2 2 2 8 2 8 10 10 2 8 2 10 10 2 8 2 2 2 8 2 8 2 2 8 10 2 8 8 10 2 10 2 10 2 10 10 2 8 2 2 2 10 8 2 10 10 2 8 2 2 8 10 2 8 8
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is_linear=0
shrinkage=0.0227381


Tree=362
num_leaves=112
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split_feature=166 14 151 151 202 93 38 130 190 145 220 14 144 161 199 151 187 142 121 7 212 74 227 151 157 154 223 144 14 86 232 134 179 224 202 178 181 232 73 211 211 151 142 130 41 86 229 30 182 151 223 187 1 30 207 228 215 151 170 12 57 31 220 141 15 181 215 151 187 213 202 233 227 215 134 62 181 127 229 57 202 229 228 145 16 124 230 228 228 223 210 179 211 204 220 156 161 202 191 65 119 181 65 149 204 134 134 216 170 203 233
split_gain=10.555 9.05636 10.7774 14.9393 13.6796 13.1742 13.7406 14.5193 12.5122 12.0768 11.4823 11.0526 10.1861 9.40503 9.24575 9.39272 13.1561 14.3711 9.75213 14.1848 11.7962 10.2368 9.93093 9.74664 10.2524 12.8572 15.8205 11.2515 11.0237 9.34094 8.98761 13.4073 11.1659 10.3799 11.1848 8.96885 8.74801 8.57751 8.45419 8.36684 8.34376 10.2075 10.533 9.20931 13.3537 8.28628 8.17318 9.47904 8.00268 7.98815 7.96196 8.16039 8.71659 7.83969 7.74712 7.63376 7.43309 9.82742 7.3123 7.8219 9.29791 9.87727 9.4645 8.92457 7.36414 7.29946 7.25276 7.25255 7.24148 7.13982 7.04978 6.99355 7.34045 6.97901 6.96553 6.90238 6.75086 6.4073 6.40707 7.6976 7.19632 10.1218 7.69256 6.38712 6.38558 10.5606 6.7617 6.37047 6.25169 6.2182 6.18254 6.08486 6.0373 5.58407 6.58805 5.56371 6.57924 5.51119 5.43848 5.36927 6.24659 6.15501 6.10843 5.66419 5.25342 5.16537 5.12569 5.12521 5.09258 5.11146 5.0868
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decision_type=10 2 8 10 2 10 2 10 10 8 2 2 10 10 8 10 8 8 10 10 2 8 2 8 8 8 2 10 2 10 2 10 10 2 2 10 10 2 8 2 2 8 8 10 8 10 2 2 10 10 2 8 2 2 2 2 2 10 10 2 8 2 2 2 2 8 2 10 10 2 2 2 2 2 8 10 8 2 2 10 2 2 2 10 2 2 2 2 2 2 2 10 2 2 2 10 10 2 10 10 8 10 10 10 2 10 8 2 10 2 2
left_child=1 14 3 5 11 10 7 9 46 35 48 30 58 70 65 16 -16 -18 21 29 -21 -19 -23 39 25 26 67 -27 108 -20 31 32 -5 34 -32 -7 87 56 -11 50 41 74 -43 97 -45 53 66 -48 -3 91 51 52 -17 -30 -52 -38 57 -13 59 78 71 63 -63 -62 76 98 -8 -25 110 -29 -10 107 -73 -28 -12 77 -60 -50 79 88 82 -82 -80 -81 -41 86 -86 -6 -4 -35 -58 -9 -89 94 -78 96 -57 -42 99 100 103 -102 -103 -1 -95 -47 -53 -61 109 -26 -39
right_child=-2 2 12 4 36 6 8 49 13 38 40 37 -14 -15 15 23 17 18 19 20 -22 22 -24 24 28 27 73 69 45 -31 33 -33 -34 89 -36 -37 55 68 -40 84 43 42 -44 44 -46 105 47 -49 75 -51 54 106 -54 -55 -56 95 90 -59 64 60 61 62 -64 -65 -66 -67 -68 -69 -70 -71 -72 72 -74 -75 -76 -77 93 -79 80 83 81 -83 -84 -85 85 -87 -88 92 -90 -91 -92 -93 -94 104 -96 -97 -98 -99 -100 -101 101 102 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_count=222 143 1171 2177 995 99 843 350 951 1253 128 42 585 183 1264 378 2042 603 293 4339 3328 1950 1966 974 11683 1115 468 485 490 12404 220 9811 325 152 600 1545 317 385 170 1095 1554 134 14037 36061 3462 4433 153 1598 862 283 114 269 34 995 2564 110 481 471 1403 253 439 1497 1241 5018 1228 528 190 323 3823 115 354 1223 110 1513 145 1900 323 393 143 22585 599 231 3636 1502 266 315 611 749 610 75 150 162 113 122 186 1171 122 156 224 108 406 1547 2674 1197 78 347 136 2905 204 352 53 89
internal_value=0 0.000210496 0.000637727 0.00126201 0.00332774 0.000569813 0.00347667 0.0074732 0.000814704 0.00483813 -6.60704e-06 0.0043389 -0.000386233 -0.00291432 -0.000620226 -0.00031944 0.00146553 0.000912947 0.0014494 0.000225214 0.00298983 0.00543182 0.00358606 -0.00097471 -0.000340508 0.00117053 0.000579798 0.0106552 -0.0017656 -0.00304841 0.00524985 0.0112672 0.0142404 0.00438516 0.00504287 0.00979563 -0.00177888 -0.00113787 -0.0005861 -0.00359867 0.000240458 -0.00021366 4.76115e-05 0.00312049 0.00173345 -0.00107727 0.00493078 0.00738251 -0.00705458 0.019242 -0.00550275 -0.00632651 -0.00310967 -0.00135829 0.00613222 0.00189369 -0.0032686 -0.0061294 -0.000508058 -0.000269562 0.00153568 0.00265026 0.00450135 -0.00111454 -0.00535232 -0.00417479 -0.00327511 -2.21983e-05 0.0103722 0.0156419 0.00122051 -0.003233 -0.00612239 0.0125484 -0.00728865 -0.000164165 -0.00220527 0.00576384 -0.000981149 -0.00446861 -0.000557405 -0.00333544 0.000104592 0.0027254 0.000243215 0.00404042 0.00769547 -0.00699041 -0.00665418 -0.00467714 0.00511023 0.0221289 -0.00918929 -0.0044121 -0.0069522 0.0054899 0.0077553 0.0110263 -0.00483986 -0.00532271 -0.00608517 -0.00690405 -0.00434277 0.00526266 0.0049875 0.0116819 -0.0100689 0.00363394 -0.00839528 -0.010695 0.0164304
internal_weight=0 13174.8 8701.63 5404.6 1348.25 4056.35 664.096 259.281 404.815 221.762 3392.26 1126.49 3297.03 213.71 4473.14 4132.8 1106.91 1063.71 1027.78 793.08 430.372 234.704 215.235 3025.89 2444.72 1187.33 1126.3 61.0238 1257.4 362.708 966.144 108.393 94.2136 857.751 803.266 112.246 221.762 160.341 109.516 581.165 3285.39 2844.79 2751.71 440.602 383.758 1148.18 191.105 147.807 106.864 37.5193 386.096 364.232 204.336 1130.96 21.8639 133.299 140.491 106.454 3274.46 3129.47 881.983 717.988 480.201 237.788 144.993 340.343 43.2978 1080.54 19.8502 45.5847 122.684 163.995 116.084 45.7664 93.0777 49.8989 113.435 31.9182 2247.49 234.601 2012.89 380.677 1632.21 54.17 195.069 101.286 80.4601 88.4628 180.431 54.4842 34.0376 34.1295 78.0104 99.8329 80.357 90.4495 77.3365 56.8438 330.804 325.382 305.327 287.918 197.937 17.4091 19.4759 17.2258 159.895 47.9112 109.214 86.7488 14.6135
internal_count=201002 200859 136577 91195 18548 72647 10434 3561 6873 2383 62213 16573 45382 3740 64282 57860 14051 13673 13070 9837 5278 3233 2940 43809 34225 17448 16136 1312 16777 4559 13578 1472 1147 12106 11356 1160 1975 2995 1223 9584 60293 52040 50098 8253 7895 15257 3133 2460 1920 1178 6355 5976 3037 14968 379 1144 2621 1988 45199 42321 11250 8984 6259 2725 2878 6422 673 15506 374 844 2476 2266 1623 630 1942 749 2350 426 31071 3117 27954 3867 24087 865 3229 1675 1064 831 2252 750 633 1064 732 2097 1564 759 637 358 6232 6124 5718 5418 3871 300 533 289 2939 643 1520 1168 259
is_linear=0
shrinkage=0.0227381


Tree=363
num_leaves=112
num_cat=0
split_feature=22 195 90 122 213 154 151 144 56 218 212 230 151 17 24 120 126 6 225 206 227 220 206 178 137 181 180 218 15 7 120 122 93 231 134 231 41 180 121 224 215 122 231 157 223 123 143 69 213 220 17 87 123 190 206 165 143 154 219 143 86 174 144 198 149 6 5 208 228 230 126 86 31 227 40 77 213 46 206 123 17 154 93 228 180 42 30 195 191 216 223 151 223 209 209 218 195 126 154 93 229 144 223 31 225 123 206 194 209 224 208
split_gain=13.1664 10.7577 10.4924 9.75034 9.47546 10.6993 17.9029 11.8014 12.9388 10.9108 9.76563 9.73625 13.4372 10.807 9.49494 16.7542 10.2266 8.95102 10.3023 11.7164 11.4026 10.7644 9.82341 8.86754 8.86391 11.9529 10.2357 9.71621 9.78847 9.67113 9.72149 11.7228 9.06746 8.78488 8.48738 11.3857 12.0509 13.2673 10.6201 10.9702 8.60463 8.48662 8.38839 8.30403 8.94457 8.26083 8.21354 8.11978 8.07382 10.4102 8.89167 7.93243 8.20503 9.78375 8.446 8.71931 9.24233 7.85813 7.82142 8.23988 7.74114 7.7241 7.71853 8.98756 8.21551 7.69947 8.59301 9.7649 8.58515 8.04018 14.4125 8.61911 7.81584 7.74735 7.63745 7.62625 7.50994 7.4408 7.63993 7.41618 7.40441 7.38775 7.33272 7.22842 9.2045 7.23682 7.07106 6.8724 6.73583 6.73037 7.93365 9.50512 8.77637 7.60902 8.93515 7.85505 7.6486 7.34994 6.6983 9.37654 6.66427 7.44907 6.73621 6.61975 6.55981 6.76932 6.55192 6.54971 6.43368 6.38971 6.91688
threshold=1.0000000180025095e-35 25.556466302367948 1.0000000180025095e-35 0.029339895090128191 -0.0053124646656215182 1046729.2500000001 1318.5000000000002 -203.49999999999997 0.095050000000000009 0.028973937034606937 0.0084059252403676527 0.0015508485375903549 2999.5000000000005 -269.49999999999994 1.0000000180025095e-35 2.6324654265395044 0.17067328763500736 279173.25000000006 0.00098366127349436305 0.015554999001324179 0.012791957706212999 0.011858099140226843 0.024923974648118023 0.77097902097902116 1.0000000180025095e-35 202988.37500000003 45044.709750000009 -0.016889246180653569 -11551.499999999998 29252.250000000004 9.9999128212731332 0.054780550167996683 -1306.4999999999998 -0.0015816472005099056 0.29316542788230149 0.0099770929664373415 0.27142053583995096 10970.006785714288 0.15337201733251185 -0.0043844073079526416 -0.012724833097308872 0.051049834560732282 -0.0024002569261938329 131250.03750000001 0.009559559170156719 0.99999851971384668 -1349.4999999999998 0.00085000000000000017 0.0051908104214817294 0.0003216131881345064 -7308.4999999999991 1.0000000180025095e-35 0.99999451222524249 146.50000000000003 0.057780614122748382 0.30901856763925734 -2428.4999999999995 794766.84750000015 -0.014917437452822922 -585.49999999999989 0.22285000000000002 3.5000000000000004 -14.499999999999998 0.046560525208942057 -1147.633333333333 1042686.0000000001 108225.00000000001 -0.013032507151365278 -0.012316761072725056 0.0034889800008386378 0.19883802426603078 0.040250000000000008 11.500000000000002 -0.023575391620397564 0.61208072139258862 0.093750000000000014 -0.048307428136467927 0.017250000000000005 -0.042483022436499589 0.86325950362635562 -2799.4999999999995 1852813.8900000004 -1609.4999999999998 0.0082184737548232096 4687.1100000000015 0.14855000000000004 2.5000000000000004 17.42947558770344 33.500000000000007 0.0053488716948777446 0.01192688010632992 496.50000000000006 -0.019048723392188546 -0.052307408303022378 -0.012677997816354035 0.01838179957121611 6.0113636363636376 0.31072901219056326 493942.50000000006 -1320.4999999999998 -0.011188171338289974 -398.49999999999994 -0.0038161599077284332 13.500000000000002 0.0082298587076365965 0.99999723937662011 0.038442060351371772 0.096894559460760726 -0.00028767455660272384 0.032812165096402175 -0.069103907793760286
decision_type=2 10 10 10 2 8 8 10 10 2 2 2 10 2 2 2 2 2 2 2 2 2 2 10 2 8 10 2 2 10 2 10 10 2 8 2 10 10 10 2 2 10 2 10 2 8 10 8 2 2 2 2 10 10 2 8 10 10 2 10 8 8 10 10 8 2 2 2 2 2 2 8 2 2 8 8 2 8 2 8 2 10 10 2 10 10 2 8 10 2 2 8 2 2 2 2 8 2 10 10 2 8 2 2 2 10 2 8 2 2 2
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Tree=366
num_leaves=112
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internal_value=0 0.000905407 -0.000290723 -0.000574072 0.00376003 0.00232321 -0.00019322 0.00124877 -0.00075997 -0.00421601 -0.000567719 0.00519791 -0.00225628 -0.000667656 -0.000870107 0.00262226 0.00491877 0.00884427 -0.000933349 -0.000663355 0.0030609 0.00603096 -0.0011668 0.0035142 -0.00386942 -0.000671441 0.00344022 0.0111266 -0.00292133 -0.000805836 -0.00501327 -0.00618244 0.0125278 0.00415619 0.0167099 0.00133777 0.00255394 0.00159613 0.000982484 -0.000678878 0.00612644 0.0080663 0.0153656 0.00379552 0.00969927 0.000691819 -0.0011769 0.00344257 0.00150979 0.00210183 0.00491542 0.0084372 0.00188179 0.00117701 0.00710104 0.00239383 -0.00123318 0.00448209 0.000607657 0.0175698 0.00599726 -0.00243849 -0.00129811 -0.00409697 0.0133416 0.0190288 0.001453 -0.00711021 0.0123507 -0.00725824 -0.00859182 0.00951925 -0.00615237 -0.00265581 0.00139818 0.00724094 -0.0100669 0.0133105 -0.00284896 -0.00235315 -0.000480265 -0.00434245 0.00376935 0.00634966 0.0091584 0.00239483 -0.00126155 -0.00584446 0.00738199 0.0106274 0.00639254 0.00197176 0.00744186 0.00350773 0.0125694 0.0155792 0.00294731 0.0196392 0.0127194 0.00133582 0.0116541 0.0131588 0.0163202 0.00066971 -0.00550034 0.00341009 0.00722596 -0.0035795 0.00414884 -0.000141098 -0.00825088
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is_linear=0
shrinkage=0.0227381


Tree=367
num_leaves=58
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leaf_count=3079 84 88 97 91 160 145 514 93 1575 146 62 34310 6168 18200 1808 1383 1392 217 2822 1129 290 689 32557 47856 29207 97 92 503 194 67 746 6054 181 78 337 132 97 134 422 1133 3869 122 94 351 97 109 211 175 230 214 113 119 162 84 94 113 150
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internal_weight=0 13133.7 46.6296 13087.1 201.947 176.131 165.565 12885.1 12659 9500.34 3158.63 3546.49 2786.66 2218.45 1583.09 568.212 145.534 371.972 635.358 5953.85 3537.42 5889.65 2984.73 2904.92 3507.12 226.158 190.028 160.63 138.29 36.1308 103.908 422.678 30.3012 64.2027 43.0388 21.2988 32.4854 25.8158 328.933 90.829 238.104 38.5571 110.604 88.7512 34.3816 29.3972 69.7028 28.7747 55.9899 21.74 54.9607 22.3408 20.4152 27.7653 8.21279 21.8527 20.2788
internal_count=200736 200555 482 200073 1926 1701 1556 198147 195634 149846 45788 64134 39402 28998 20008 10404 2775 6386 8990 85712 63988 84181 35636 48545 63517 2513 2119 1756 1540 394 1249 7629 471 1531 745 469 181 225 5641 1555 4086 394 929 722 291 363 562 272 1359 276 627 216 254 327 172 207 234
is_linear=0
shrinkage=0.0227381


Tree=368
num_leaves=112
num_cat=0
split_feature=35 120 53 7 220 118 190 41 227 227 123 206 145 191 93 167 19 189 233 226 143 124 212 228 188 31 17 138 162 228 170 203 18 211 226 29 212 202 145 58 179 230 215 195 179 143 17 215 217 143 196 120 123 121 123 189 151 233 26 179 183 224 206 41 167 217 33 202 154 229 189 207 7 233 26 229 230 143 133 155 133 230 51 218 184 155 5 144 207 185 130 179 188 18 174 153 202 133 58 153 220 131 195 203 202 220 7 190 162 213 230
split_gain=9.23279 11.0787 9.97328 8.99546 10.8587 10.0111 9.85807 12.8374 9.66432 10.5571 9.70532 9.58027 9.01728 9.05713 8.99701 8.96843 9.55072 8.97488 8.85909 9.5587 10.0297 9.10403 8.92775 10.6398 10.0339 15.4898 8.78301 11.6721 9.79582 8.49003 12.2454 8.43459 8.31575 11.7572 9.96335 8.16651 8.14577 8.07868 8.25326 10.8791 7.87953 10.0192 12.6656 14.1773 9.75452 10.0888 10.0288 9.28648 8.42184 10.1712 8.13992 7.86903 12.9284 7.73631 8.45099 7.77514 7.70489 11.1454 8.84662 7.67421 10.0194 8.47564 7.58206 8.135 7.4945 8.68576 8.85099 7.44942 11.5883 7.39005 7.28356 7.27507 7.82036 7.22824 7.07877 11.0949 14.7053 11.5028 8.89421 8.24048 7.94834 8.47249 8.70378 7.11567 7.06711 7.05992 7.05417 7.59532 8.49927 6.97025 6.91671 6.89333 7.21351 6.8725 7.13486 7.05011 10.1904 8.87185 6.81587 6.73945 7.12144 8.89407 6.58976 7.65632 10.6738 6.81754 6.49208 6.71604 6.45272 6.42679 6.41284
threshold=1.0000000180025095e-35 3.5335343944223321 0.048350000000000011 34580.250000000007 -0.023004707880318161 1.0000000180025095e-35 16.500000000000004 0.25601867163629516 -0.0085536250844597799 -0.0044453323353081933 0.89592956841066107 0.032299833372235305 1073.1324133618639 22.500000000000004 -2503.4999999999995 0.40588235294117653 12.500000000000002 0.025348583178050509 -0.0039652041159570208 0.0257869390770793 -2616.4999999999995 36.151950718685839 -0.019283479079604145 0.015781767666339878 0.96571316614420077 14.500000000000002 -7606.4999999999991 1.0000000180025095e-35 1.1900091255007037 0.0035598883405327801 10.516666666666667 -0.057071693241596215 -334.49999999999994 0.0091861677356064337 -0.015633627772331234 1.5000000000000002 -0.0055468669161200515 -0.054124787449836724 792.92741701019156 0.97345000000000004 1.0829177938847943 0.0091759152710437792 -0.015897441655397412 9.1771241830065371 0.50149370160539097 -2862.4999999999995 -3303.4999999999995 -0.0015977680450305341 0.016670915298163894 -959.49999999999989 0.77689869868056916 7.5872911817416773 0.86326240740394777 0.16011441158357301 0.99999888609839338 0.22249724972497251 1526.5000000000002 -0.0010188122396357355 4.5000000000000009 0.55060455721396939 -536.49999999999989 0.0023575178347527985 -0.039478944614529603 0.10513390461855261 0.15192307692307697 0.00884471880272031 1.0000000180025095e-35 -0.066830135881900773 676991.25000000012 0.015142614487558605 0.1622776622776623 -0.097609784454107271 30692.250000000004 0.0030514711979776625 13.500000000000002 0.0002265547445858829 -0.0011308327084407208 -1617.4999999999998 0.080253215389124208 230267.25000000003 0.32238136640558041 -0.004385473206639289 0.045050000000000007 -0.0082714855670928938 285219.11250000005 87071.571346153869 157538.25000000003 -1152.4999999999998 -0.080778408795595155 -3692.6963739669413 0.51092017610321461 1.1055784472413388 0.55576285240464351 -2658.4999999999995 11.500000000000002 103502.25000000001 0.15959480404853824 0.099970966253868823 0.98235000000000017 134998.42500000002 -0.013941834680736063 0.11460354804081976 35.918859649122815 -0.045447364449501031 -0.057126382365822785 0.010485806502401831 41694.750000000007 7.5000000000000009 0.99999138012644961 0.012754646595567467 -0.004771012580022215
decision_type=2 2 10 10 2 10 8 10 2 2 10 2 10 10 10 8 8 10 2 2 8 2 2 2 8 2 2 2 8 2 8 2 2 2 2 2 2 2 10 8 10 2 2 10 8 8 2 2 2 10 8 2 10 10 8 8 8 2 2 8 10 2 2 8 10 2 2 2 10 2 8 2 10 2 2 2 2 10 8 8 10 2 10 2 8 10 2 10 2 8 10 8 8 2 10 8 2 10 8 10 2 10 10 2 2 2 10 8 10 2 2
left_child=3 37 18 4 12 8 7 11 10 35 74 109 93 -14 85 16 17 -6 21 20 -20 -3 23 -22 25 -24 27 -18 59 51 -31 -32 40 34 -34 -10 -9 56 39 -39 44 67 -43 -44 48 46 -46 -47 50 -50 -17 89 -53 54 55 -37 57 99 -58 60 -28 -61 -55 -64 65 66 -60 -42 -69 98 -71 -36 -73 -35 75 78 77 -77 79 -5 81 90 -83 -80 106 -11 -41 -88 -89 -16 -76 92 -59 95 -95 97 -97 -1 -29 -2 -101 -102 103 104 -12 -106 107 -23 -75 -7 -8
right_child=1 2 -4 5 15 6 110 36 9 14 102 -13 13 -15 29 32 26 -19 19 -21 22 84 24 -25 -26 -27 28 69 -30 30 31 -33 33 73 71 53 -38 38 -40 86 41 42 43 -45 45 47 -48 -49 49 -51 -52 52 -54 62 -56 -57 58 91 64 61 -62 -63 63 -65 -66 -67 -68 68 -70 70 -72 72 -74 108 80 76 -78 -79 83 -81 -82 82 -84 -85 -86 -87 87 88 -90 -91 -92 -93 -94 94 -96 96 -98 -99 -100 100 101 -103 -104 -105 105 -107 -108 -109 -110 -111 -112
leaf_value=-0.007763336872404979 -0.0037449565968249682 -0.0027933241544821261 -0.0046539536561052567 0.015193554943057984 -0.0083896739786148977 0.022168688635656679 -0.00013349076453486602 0.0063079465074372875 -0.012816335198511896 -0.011674902910489901 -0.0040093303934661218 -0.003213757142543917 0.015603281398429213 -0.0059126094751480755 -0.0086916206656500027 -0.0068014966414336221 0.0066630331067573162 -0.0007253236014030652 -0.0043345861530798193 -0.0067882210802048537 0.021102318514513361 -0.0028803151838559873 0.0069085416989971863 -0.0033054395519640884 0.013045063905333993 -0.010075804232027041 0.0069112537920504678 -0.0015068654309191973 -0.0074028151661612741 -0.0072397246191166506 0.012825733937086537 0.0039878331840586759 -0.0016608684335132698 0.0026996952464859885 -0.0069526768909499203 0.015273970422030006 -0.0067520197228660879 0.012619546891157872 0.0059667864973154596 -0.00052508840354294618 -0.0095876657342779358 -0.0087237251575875384 0.014693060384698692 -0.0022537436364620106 -0.0083962254335707403 0.0017824920240756574 0.002535773596609944 -0.00021570463315490564 0.0067202842800613474 -0.0059377710708290602 -0.0013297583513490936 -0.00482298178471262 0.0084641474105459653 0.0059711908047303244 -0.0095566851702223437 -0.0052484017077284442 -0.0033257236819090306 0.0043958724793495465 0.020351782254779124 -0.0021945710124662639 -0.0046653077722694164 0.0021208209858487028 0.010854145868812365 -0.0071843502936315808 -0.006522354209889023 0.0023181846624089459 -0.0025702068254583035 -0.0059581483654087882 0.0029378955648365068 -0.0028933905032372657 0.016308033348273722 0.011931585266771948 -0.0017026020939948398 -0.010679159486015078 0.0094021757316227993 0.022465156759015076 -0.0011003768016684169 0.001021000821354649 -0.0094444688554909881 -0.0055689966592218244 -0.0049092240345800439 0.019138738710708314 0.00028256988943099406 0.0017929085185668194 -0.0044065726821754143 0.0018525375259862283 0.0019592732647872196 0.0065567382249478211 -0.0094240879507777667 0.00011704130628478159 -0.0048892943480933222 0.008867672871932292 -0.011423838259138008 -0.0023223308595169672 0.010925510558191543 -0.0093548286395476049 0.0025481408555949182 0.011347265564441518 -0.0093296311022369321 -0.0056493114036796389 -0.0058768324422259453 0.018207575904808093 0.0143891761660763 -0.0029590571736192264 0.018439586967924641 -0.004819444868856335 -0.0034495555949691521 0.01631063920648184 0.00706801479099057 -0.00033774503199505827 -0.0069781551744989507
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leaf_count=245 275 1131 797 345 3680 231 2342 701 818 1034 755 123 296 217 890 2971 790 2155 357 156 520 71 977 78 878 305 2025 1646 831 367 1498 5452 757 815 82 427 1270 141 766 2747 2702 535 838 819 2480 37867 1200 34844 1333 411 4634 717 2663 458 175 97 418 158 589 8100 445 5947 38 2199 87 459 122 2747 2235 497 95 1778 245 660 346 568 618 254 669 158 137 971 274 733 256 589 466 95 1580 10873 606 141 842 3286 193 4004 360 279 3229 115 35 526 89 2839 752 137 163 485 59 107 3471
internal_value=0 0.00185345 0.00431444 -7.55322e-05 -0.000417555 0.00107915 -0.00208669 0.00290589 0.00168311 0.00076677 0.00410375 0.0118892 -0.00334518 0.0078004 0.00153929 -0.000206228 -0.00158993 -0.00512649 0.00528034 0.0075641 0.00851185 0.00134499 0.00972155 0.0174809 0.00715933 0.00306917 -0.000843232 -0.00405665 5.88345e-05 0.00196869 0.00436838 0.00543183 0.00018865 0.00352866 0.00644379 -0.00347033 -0.00211959 0.000234587 -0.0012199 -0.00216438 -6.19564e-06 -0.00267104 0.00298256 0.00703491 0.000238052 0.000603061 -0.00461146 0.000802513 -0.00216635 0.0028324 -0.00329497 0.000591886 0.00481744 -0.00164155 0.00622381 0.0105356 0.00347798 -0.000221224 0.00739482 0.000605981 0.00444589 -0.000286212 -0.0037842 -0.00581899 0.0103872 0.0121632 0.0171103 -0.00437681 -0.00246577 -0.00560901 0.00405513 0.00900624 0.0100757 -0.0020885 0.00628392 0.0035572 0.00905645 0.0159924 -0.000764844 0.00874594 0.0100075 0.0115219 0.0159325 -0.00395709 0.00680233 -0.00600519 -0.00282149 -0.00583286 -0.00795861 -0.000523712 0.00398365 -0.00571768 -0.00806337 -0.00399049 -0.00131795 -0.00631596 -0.00753318 0.00286392 -0.0068262 0.00641872 0.0107295 0.0142068 0.000376172 -0.000622566 0.0064286 0.01444 0.0100725 0.0131317 -0.00776297 0.0175439 -0.0043831
internal_weight=0 1431.31 562.253 11758 9075.33 2682.65 426.401 133.619 2256.25 1644.9 611.353 43.7217 602.398 27.7502 1395.88 8472.93 1875.37 318.14 510.779 318.195 301.767 192.584 277.708 56.5092 221.199 138.226 1557.23 334.737 1222.5 1326.72 476.873 441.044 6597.55 355.558 233.246 249.024 89.8973 869.059 603.697 538.886 6242 516.907 118.318 90.4415 5725.09 4976.11 176.313 4799.8 748.975 135.565 613.411 849.847 171.548 216.725 42.8924 35.9327 265.362 140.644 124.718 1146.34 209.675 936.664 173.833 146.704 97.7121 90.6095 56.082 398.59 300.904 295.976 30.8651 176.49 168.376 122.312 382.02 230.237 97.1757 54.8081 133.061 29.6784 151.783 139.571 82.0114 103.383 80.669 69.1566 522.615 220.378 173 678.299 57.5593 77.6018 70.1632 574.648 273.642 301.007 267.129 33.8773 265.111 63.0425 43.9313 37.1789 229.333 221.745 51.4412 27.2386 63.1246 51.681 53.5313 30.8003 292.782
internal_count=200859 15736 6174 185123 138332 46791 8245 2432 38546 28295 10251 461 8880 513 24083 129452 29440 5835 5377 3271 3115 2106 2758 598 2160 1282 23605 6257 17348 22460 7317 6950 100012 4396 2862 4212 1971 9562 5795 5029 95616 9876 2192 1657 85740 76391 3680 72711 9349 1744 7605 15143 3380 3394 699 524 3767 2092 1675 16517 2470 14047 2695 2237 1257 1170 711 7684 4982 5467 592 2105 2023 1534 5679 3345 1440 822 1905 503 2334 2197 1245 1402 975 1623 4888 2141 1675 11763 952 1141 1000 8367 3479 4888 4364 524 4875 951 676 561 4572 4483 1644 889 719 556 719 338 5813
is_linear=0
shrinkage=0.0227381


Tree=369
num_leaves=78
num_cat=0
split_feature=158 122 122 124 212 22 139 195 122 180 69 57 58 40 40 122 218 220 183 1 122 122 122 195 41 122 212 135 131 182 149 219 149 190 19 182 19 190 15 82 184 6 178 128 229 142 188 40 165 59 149 190 28 222 89 142 93 180 135 51 175 170 181 149 154 73 153 131 176 6 190 149 156 207 154 71 14
split_gain=8.24833 7.49553 12.9388 14.8965 12.2376 8.00206 10.7512 9.74832 9.11909 9.61347 9.49167 10.5436 9.18725 8.22849 8.22741 8.00192 7.91241 10.5425 9.24705 7.82036 11.293 17.1373 10.3103 9.78786 8.88291 8.51197 7.70862 7.32133 13.1708 10.3211 8.67353 7.51277 7.43685 7.06385 6.80596 6.73693 7.14487 6.57989 6.525 6.3053 6.26247 6.19786 8.42361 6.1964 5.87463 7.16274 5.64527 5.00689 5.93286 4.9462 5.90512 4.57919 5.44006 4.52776 4.27706 4.32434 4.12471 3.68623 3.65445 3.60302 3.41056 3.65207 2.5668 2.46941 2.37646 2.37571 2.34557 2.32575 2.31689 2.15943 2.0403 2.01915 1.83745 1.43859 1.43692 1.16779 1.08763
threshold=2874.9375000000005 0.026703233680511428 0.027498205169353602 36.286105407255313 -0.020326443947851654 1.0000000180025095e-35 0.07417582417582419 25.556466302367948 0.046822949293228472 13751.865000000002 0.0079500000000000022 0.073550000000000018 0.95805000000000018 0.6993203268513023 0.77092437351967502 0.049999787879689832 0.015755511820316318 -0.0072059696540236464 -2470.4999999999995 1.0000000180025095e-35 0.055831623251899817 0.057981068504178723 0.054240348031732687 23.391652173913048 0.53975857851166265 0.048277592203130514 0.033326748758554466 0.28237800927049345 0.44639259770909329 -575.81666666666649 -363.32051282051276 0.01262072939425707 37.38181818181819 106.50000000000001 9.5000000000000018 -616.09722222222206 2.5000000000000004 16.500000000000004 -9875.4999999999982 1.0000000180025095e-35 343312.3928571429 1350094.5000000002 0.30901856763925734 40461.750000000007 0.014881504233926536 -1247.4142857142854 0.54567413263065445 0.35063395885920207 0.35388994307400384 0.74845000000000017 103.29285714285716 113.50000000000001 2.5000000000000004 -0.021998599171638485 1.5000000000000002 -352.70833333333331 -1183.4999999999998 5116.6462500000007 0.044636599781540019 0.070450000000000013 1.0000000180025095e-35 16.514705882352946 247430.70000000004 -576.14646464646455 1182813.7500000002 0.74845000000000017 202522.50000000003 0.15009611349047297 8.5000000000000018 373720.50000000006 49.500000000000007 734.05000000000007 182733.75000000003 -0.016175957396626469 345609.00000000006 0.11525000000000001 0.0071969999999999508
decision_type=10 10 8 2 2 2 10 10 10 10 8 10 8 8 10 10 2 2 8 2 10 10 10 10 10 10 2 10 10 10 8 2 8 8 10 8 10 10 2 10 10 2 8 10 2 10 8 10 8 8 10 10 2 2 10 8 10 8 8 8 8 8 10 10 10 8 8 10 10 2 10 10 8 2 10 10 2
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is_linear=0
shrinkage=0.0227381


Tree=371
num_leaves=112
num_cat=0
split_feature=26 152 187 47 122 183 221 150 142 221 187 26 142 216 7 214 115 205 190 195 6 126 59 233 165 180 17 156 221 228 179 44 131 52 135 191 221 212 216 47 225 149 175 131 210 141 182 17 224 127 142 138 209 214 135 187 69 149 227 182 30 205 53 39 226 151 233 41 212 121 217 224 134 54 216 195 145 44 182 214 225 39 217 143 145 46 152 39 182 155 208 122 189 221 227 120 216 65 212 11 204 120 187 212 209 195 170 213 192 132 211
split_gain=10.2598 8.69866 11.6245 10.0419 8.44036 8.40406 10.8024 14.4422 8.4725 9.29503 8.07357 7.76493 11.8567 14.7308 8.88612 11.9245 13.3088 10.8025 10.0081 10.8911 10.3991 11.2885 10.1674 10.5459 9.93334 10.3479 9.60162 10.8147 9.37893 9.35803 10.3658 9.52173 9.59984 12.7962 12.0253 9.03612 8.96242 8.89096 12.3995 9.53363 8.4526 8.26952 8.26884 7.97294 7.76839 7.72192 7.66778 7.75497 8.36807 9.67059 7.60065 7.58251 8.90355 7.54221 7.32177 8.48782 7.31188 7.2915 7.2754 9.38985 8.61607 9.1365 8.8063 7.11705 7.10056 7.06004 7.03005 10.4064 8.17196 8.13061 8.98112 7.73386 7.51 6.888 6.88784 8.44191 6.87448 6.85466 6.82683 6.62903 6.56544 6.46415 9.26701 6.31263 9.3188 6.43778 6.24173 6.17582 6.10613 7.85309 6.3121 6.18077 6.02852 6.00166 5.99745 8.21981 5.96472 9.38718 7.52196 7.66608 5.935 11.3546 9.26061 9.03303 8.96876 9.408 12.2117 8.9661 9.14091 8.79467 8.53593
threshold=3.5000000000000004 207001.80000000002 22.169540229885062 1.0000000180025095e-35 0.026442729946742956 -912.49999999999989 0.0082100392319262045 -2108.4999999999995 -997.78888888888878 -0.0072927623987197867 1.2107319078947369 4.5000000000000009 -937.86111111111097 0.00082206027582287799 35264.250000000007 0.011890121269971134 1.0000000180025095e-35 -0.029929541051387783 8.5000000000000018 30.00434782608696 1374572.2500000002 0.15666911773834688 0.81380000000000019 -0.0014321159687824545 0.25265957446808512 10698.184285714289 -3221.4999999999995 877484.25000000012 -0.0069086882285773745 -0.023797055706381794 0.46049271211526538 0.98085000000000011 0.6126932226709787 0.1203 0.14867314640264614 25.500000000000004 -0.039252160117030137 -0.047648232430219643 0.0079239569604396837 0.038000000000000006 -0.0061783541459590188 1001.4642857142859 7.5000000000000009 0.44109481800313355 -0.0026587133761495347 0.59868813000911769 -1617.3541666666663 -7726.4999999999991 0.015325975604355337 13717.978443126753 -1321.4907407407406 2.5000000000000004 0.034974951297044761 0.02139832824468613 0.1157784960684141 9.0026595744680868 0.00065000000000000008 878.10000000000014 0.0030689316336065535 -1304.9374999999998 1.0000000180025095e-35 0.051509922370314605 0.054350000000000002 0.15430265983981759 -0.008668173570185898 1857.5000000000002 -0.0022742130095139142 0.30850602613156303 -0.020693986676633355 0.14613578587265982 -0.01258058939129114 -0.012345570139586924 0.061366871670546115 0.0057500000000000008 -0.01609402988106012 11.08392018779343 894.60026449704503 0.98035000000000017 -373.34408602150535 -0.0073239870835095635 -0.026426931843161579 0.26209742253387541 0.017532659694552425 -973.49999999999989 724.60162012962326 0.042050000000000011 181717.59300000002 0.076141763372437957 -1274.1458333333333 205533.14250000005 0.021913595497608188 0.028217971881329951 0.18205492424242428 0.018216643482446674 0.007849022280424835 7.2161523653484698 -0.0099482582882046682 0.019050000000000001 0.026058454066514972 3.5000000000000004 0.0069808415137231359 5.1593973433644411 11.334087481146307 -0.01397777860984206 -0.0069764074869453898 21.617851307189547 19.40588235294118 0.018171074800193313 0.013937451437451438 0.11884048676414503 -0.043362462893128388
decision_type=2 10 8 8 10 8 2 8 8 2 10 2 10 2 10 2 10 2 8 10 2 2 10 2 10 10 2 10 2 2 8 8 10 8 8 8 2 2 2 10 2 10 10 10 2 2 8 2 2 2 10 2 2 2 10 8 8 10 2 8 2 2 8 8 2 10 2 8 2 10 2 2 10 10 2 8 10 8 8 2 2 10 2 10 10 8 10 10 10 8 2 10 8 2 2 2 2 8 2 2 2 2 10 2 2 10 8 2 8 10 2
left_child=1 5 10 77 -2 6 7 94 51 81 -3 12 13 58 15 29 17 24 20 22 21 40 26 43 44 -26 35 -28 -23 30 78 32 34 -34 -31 -20 -33 39 -39 -19 -16 73 -38 -24 -17 -42 87 50 49 -49 -48 52 64 57 -43 -56 -32 66 59 -6 -60 62 -62 -12 -9 92 67 -7 71 72 -71 -68 -70 96 75 -61 -8 -4 -13 -75 -25 82 -10 84 85 -21 -76 -15 91 90 -90 -5 -11 -78 95 -1 98 -98 99 -14 104 103 -103 -102 107 110 -107 109 -109 -65 -106
right_child=4 2 3 88 11 53 76 8 9 65 63 14 41 46 18 16 -18 37 19 83 -22 28 23 80 25 -27 27 -29 -30 31 56 36 33 -35 -36 -37 42 38 -40 -41 45 54 -44 -45 -46 -47 47 48 -50 -51 -52 -53 -54 -55 55 -57 -58 -59 60 74 61 -63 -64 100 -66 -67 68 -69 69 70 -72 -73 -74 79 86 -77 93 -79 -80 -81 -82 -83 -84 -85 -86 -87 -88 -89 89 -91 -92 -93 -94 -95 -96 -97 97 -99 -100 -101 101 102 -104 -105 105 106 -108 108 -110 -111 -112
leaf_value=-0.011019668938376711 -0.0089390608402958212 0.0053547627373960486 0.0016461345618022031 0.0060470356616722041 -0.011231161111548975 0.0042484658013032086 -0.0046357142641889944 0.0018192774633932116 -0.001137814831087626 0.01330535274251367 0.0062515819456125448 0.016230944322181348 -0.0082364376041222757 0.0048871342512716584 0.0016356709064800818 -0.0015127404754042976 0.01856287915492669 -0.007391935114290692 0.0046327364648930027 -0.00059844567229763506 -0.0067044733076239461 0.0071077955695054524 0.00559772368182188 0.0079525886651711595 -0.0027873897048434552 0.0056572154619376099 -0.0025075049871037028 0.0046166393127802571 -0.009054694463787866 0.0036778940271773503 0.0011337039186453527 0.0081202380686117535 -0.0013711418268883416 0.01627648807742086 -0.0011730199362740212 0.00016441587277391404 -0.001301808769941149 0.0039103574108570556 0.00021779232712096201 0.0093576373388317615 0.013942453030655036 -0.0012411823458604431 0.0061197749977818265 -0.0077975441508740875 -0.0095590624958716199 -0.0045817238350766357 -0.0074280369188324544 0.016309470571497328 0.00037180675319925868 0.0052084807581891995 0.010312622039567301 0.0028155149411179148 -0.0039077668076468028 -0.0078264253148888265 0.019163405526010834 -0.00035924211557030827 -0.010545229321741042 0.007103058621273496 -0.0070669566125783597 -0.0043052706314713708 -0.005197066164742665 -0.0059377775123771979 0.013781657027816759 -0.0042465169404951901 0.024813959317702469 -0.004404178353976552 -0.0060979005928303645 -0.0088766204617996038 0.0095075315182718261 0.0030236329393207328 -0.009843925502403806 0.012400651293788029 -0.0054448233024277145 0.017395731454104862 -0.0082560476657878648 0.012081857548364534 0.014873016640001993 0.022451019030576894 -0.0048656106067858744 -0.0038088999739583755 -0.011455321586595747 -0.007054728133215925 0.014712184460804944 -0.0034663304518895229 4.5524354522765914e-05 0.016850946881199019 0.0033421486081369042 -0.010351379060916719 0.017533646263158148 -0.0054142075459158688 -0.005178816240687804 -0.012250117388801681 0.00098248611952311002 -0.0041400833775267825 0.0041479428445164324 0.0061205584267709024 0.0075708166051878176 -0.0066222984522789482 -0.0083310774550640031 0.0078073278277475972 -0.0025555074488863489 -0.0052962089815599602 0.011328033054859504 -0.013194513221298464 0.0064720123462971386 0.017218498535580867 -0.0042457972188859987 0.019055341096738215 -0.0068082113557213541 0.01258635303039434 -0.010769405281040171
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leaf_count=1299 1132 492 365 195 591 285 2537 199 995 1181 166 100 159 372 782 3833 207 1464 7696 176 677 488 846 71 2390 2337 8098 1849 629 3469 525 665 1332 1387 11832 8854 60080 14492 10825 252 1753 288 644 1021 2379 133 427 1422 469 983 187 782 147 1256 204 249 1745 418 243 253 148 235 866 1200 637 194 125 1856 491 496 940 485 388 103 555 417 237 233 89 102 1751 881 211 212 543 642 526 230 305 289 111 657 313 204 584 251 195 1984 210 684 1430 882 468 3375 190 91 623 284 79 354 2333
internal_value=0 -0.00146502 -0.00336791 0.00379883 0.00035809 -0.000190612 0.00159764 0.00354803 0.00573366 0.00343024 -0.00446733 0.000399115 0.0022944 0.00434652 0.000211782 -0.000132584 0.00116131 0.00100187 0.00150528 0.000907685 0.00553162 0.00699076 0.000432832 -0.00470592 -0.0018373 0.00105402 0.00100497 -0.00107425 -0.00163081 -0.000716519 -0.00591382 -0.000549954 0.00125286 0.00866177 0.000682863 0.00248707 -0.00104928 0.00177739 0.00213664 -0.00454625 0.00960373 -0.000630771 -0.00116535 0.0010393 -0.00506319 0.0125226 0.00772975 0.00910066 0.0105741 0.012365 -0.000665891 0.0117212 0.0170297 -0.00234175 0.00557279 0.0116201 -0.00794023 -0.00093197 0.000569334 -0.00227199 0.00498157 0.00780092 0.0108645 -0.00508521 0.0203884 0.00790369 -0.00201921 -0.00565672 0.000627493 -0.00178442 -0.00536931 0.00820025 0.00450295 -0.0022052 0.00064027 0.00632639 -0.00296578 0.0134441 0.00780087 0.00903776 -0.0099143 -0.000668246 0.00279527 0.00718344 0.00929221 0.0138944 -0.00340501 -0.00122152 -0.00125053 0.0047 0.0124549 -0.00756444 0.0100325 0.00733968 -0.00406996 -0.0074419 -0.00305794 -0.00509361 0.00145616 0.0047854 -0.00556987 -0.00800907 0.000859563 -0.0103363 -0.00329729 -0.00622788 0.00179681 0.00152419 0.0126724 -0.0015843 -0.00913847
internal_weight=0 1848.23 735.654 95.035 11352.1 1112.57 608.737 427.808 334.085 251.037 640.619 11310.4 1008.68 590.348 10301.7 8141.82 2529.16 2515.2 2159.88 1889.91 269.963 244.494 1765.52 170.652 537.104 286.292 1594.87 664.711 57.6165 5612.66 165.077 5447.59 1178.75 75.4861 1103.26 930.157 4268.84 1978.1 1877.15 100.947 186.877 418.329 4222.89 84.4167 250.812 133.176 306.667 265.814 230.352 194.403 35.4622 83.0485 47.1179 503.836 80.2578 39.3083 146.981 408.815 283.681 175.095 108.585 90.4516 75.4306 606.607 40.7989 116.211 365.761 149.929 215.832 168.68 108.228 47.1525 60.4522 338.071 138.167 55.42 180.93 27.7441 18.0962 18.0146 86.2358 134.825 90.5517 124.395 104.75 67.0539 82.7468 40.8531 67.291 35.7735 19.1223 31.5175 100.43 21.1586 93.7226 67.0312 320.057 219.823 100.234 78.0717 585.932 272.136 57.6938 214.442 313.796 193.609 52.4072 120.187 20.4371 99.7494 141.202
internal_count=201016 31514 14122 2155 169502 17392 10652 7674 5540 3775 11967 168370 12102 7924 156268 120047 38179 37972 36221 31759 4462 3785 30186 3689 10939 4727 26497 9947 1117 81868 2459 79409 18020 2719 15301 16550 61389 27033 25317 1716 2668 4178 60724 1867 6212 1886 4090 3488 2874 2405 614 1765 983 6740 741 453 2270 5484 3834 2342 1492 1249 1014 11475 836 1688 5066 2141 2925 2315 1436 610 879 3437 1751 670 2978 598 189 205 1822 2087 1206 1573 1361 818 1081 602 1557 705 416 852 1494 441 2134 1550 3232 2179 1053 843 11309 6155 1350 4805 5154 3237 714 1917 363 1554 2523
is_linear=0
shrinkage=0.0227381


Tree=372
num_leaves=112
num_cat=0
split_feature=12 208 182 205 180 19 162 170 205 72 208 167 208 195 19 190 162 42 39 227 226 223 151 210 128 180 133 150 151 218 174 181 7 84 228 212 222 73 180 50 226 201 145 206 233 190 215 162 208 51 196 223 143 180 162 5 18 190 205 215 222 230 195 230 229 221 189 180 213 180 6 228 18 135 133 7 219 1 166 180 121 155 225 210 125 213 154 195 174 233 228 203 128 133 19 202 121 213 42 123 151 229 41 226 209 30 41 197 39 227 191
split_gain=9.62047 9.44549 8.91834 10.0386 8.85376 12.225 13.1504 10.6373 10.5907 10.5461 11.1806 10.1827 10.6214 10.0462 9.79953 13.2153 9.56698 9.1908 9.71144 9.57166 9.3764 9.33434 14.3838 9.71358 9.28165 8.81342 11.1489 10.8885 10.7613 10.9909 9.88892 8.81269 8.72342 11.779 9.45417 8.58231 8.58054 15.0076 8.94267 8.56068 11.7033 8.55429 8.43031 8.23739 8.1933 10.0381 14.3267 9.5035 8.17091 8.12422 11.3057 8.08681 8.04068 8.23531 8.25174 8.22771 7.89959 7.89826 7.66823 7.61016 7.51786 7.36882 10.5402 7.44766 7.18816 7.1743 7.06698 8.20449 7.21459 7.05815 7.50416 7.01606 10.0154 6.95598 7.5051 6.91177 9.58781 6.88984 7.407 6.78232 6.74852 9.93486 8.22197 6.70847 7.13205 7.79749 7.43695 6.69679 6.64957 6.63446 6.62866 6.55061 6.54501 9.56752 7.74712 12.2432 8.63293 7.63254 7.46878 8.5314 7.71982 7.45137 10.3519 6.53438 6.55292 6.37117 6.90744 6.35063 6.28061 6.24134 6.18006
threshold=1.0000000180025095e-35 0.056783858686685569 -1358.9583333333333 -0.084929242730140672 8773.8165000000026 3.5000000000000004 1.0193589463333101 10.026785714285717 0.014232415705919267 0.97785000000000011 -0.026482955552637574 0.94281045751633996 0.023180332034826282 16.567117117117121 8.5000000000000018 22.500000000000004 0.97867445071102455 0.10015000000000002 0.19893583121904088 -0.0019345864420756695 0.01177895860746503 0.027006086893379692 1008.5000000000001 0.0095806592144072073 90002.250000000015 14493.423750000002 0.10293597161110006 -336.49999999999994 473.50000000000006 -0.019956720061600205 21.500000000000004 65426.507678571434 32276.250000000004 1.5000000000000002 0.0093699735589325445 -0.011930860113352535 -0.010518299415707586 0.7551500000000001 23469.337500000005 0.1696 -0.0076833169441670171 0.78647416413373872 952.07517045319344 -0.030589798465371128 0.0025360876461490993 82.500000000000014 -0.0090066217817366106 0.99999261982998611 0.038058880716562278 0.025250000000000005 0.53850004178983168 -0.012836968060582874 -2419.4999999999995 7418.000250000001 0.93159968831110918 121443.75000000001 -4778.4999999999991 22.500000000000004 0.057442078366875655 -0.016482090577483174 -0.025739508680999276 -0.0089174243621528131 10.948043184885291 -0.016763414256274697 0.016821990720927719 -0.011134791187942026 0.12528026905829601 13659.221250000001 -0.0076221216004341832 11445.142500000004 750647.25000000012 -0.0011596542899496851 -2615.4999999999995 0.039327129082732691 0.31074314150390397 32474.250000000004 0.017919890582561496 1.0000000180025095e-35 5.5000000000000009 13751.865000000002 0.24336135039159948 65476.125000000007 -0.001558626245241612 0.052156608551740653 8.59000684462697 -0.00074823820614255954 353593.26000000007 5.6035714285714286 16.500000000000004 0.0043378444388508805 -0.014603169169276951 -0.053152944892644875 39015.375000000007 0.13875460398743547 19.500000000000004 -0.04040627367794513 0.17086497911548418 0.018171074800193313 0.069200000000000012 0.90448973729360926 2420.5000000000005 0.0028399671427905564 0.40923071315095516 0.0074642193503677854 -0.0072849134448915711 4.5000000000000009 0.30390927908599197 1.0530780993472284 0.14920824348116621 -0.0031731498893350358 32.500000000000007
decision_type=2 2 10 2 8 10 10 10 2 8 2 10 2 10 10 8 8 10 8 2 2 2 8 2 10 8 10 8 8 2 10 10 10 2 2 2 2 8 8 8 2 10 10 2 2 8 2 10 2 8 8 2 10 10 10 2 2 10 2 2 2 2 8 2 2 2 10 10 2 10 2 2 2 8 10 10 2 2 10 8 10 10 2 2 2 2 8 10 8 2 2 2 10 10 10 2 10 2 8 10 8 2 10 2 2 2 10 10 10 2 10
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internal_weight=0 13163.2 13092.5 1146.16 11946.3 178.842 107.728 42.2175 11767.5 1006.64 155.651 850.988 302.745 548.244 10760.8 4081.75 3700.94 3173.11 380.809 111.935 268.874 6679.07 1331.82 1038.38 217.07 110.21 60.0486 527.837 999.106 827.609 287.977 539.631 417.119 351.691 293.44 162.582 5347.25 4608.52 738.733 70.7739 331.174 147.058 271.065 65.5108 122.512 171.498 50.0607 65.4284 58.9115 31.6799 81.905 125.395 65.1531 59.2047 45.2875 36.6362 25.4923 126.21 63.6007 39.2876 106.843 45.4409 33.8272 50.1615 26.858 118.905 27.0172 48.0778 40.0266 23.501 71.1133 54.7674 151.54 22.0502 91.8874 12.3322 15.6155 46.4881 12.7166 35.7213 16.5256 18.5528 20.3475 37.7417 39.1519 31.4863 10.7668 33.1087 20.1672 11.1439 21.2352 5.9484 26.4104
internal_count=200555 199918 199495 20965 178530 1631 946 437 176899 17009 2954 14055 5384 8671 159890 58193 53594 43020 4599 1227 3372 101697 22237 17438 3083 1539 620 10574 18264 13708 3131 10577 9356 8079 4799 1816 79460 70721 8739 423 5588 2701 4678 509 1221 4556 385 1277 561 706 1235 1315 1466 1300 1270 1037 755 3286 660 228 1135 1415 533 919 415 3127 654 702 568 345 685 532 1684 212 2473 446 252 1055 245 889 223 180 637 249 280 195 166 969 225 282 298 166 192
is_linear=0
shrinkage=0.0227381


Tree=374
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split_gain=8.36425 8.13078 12.707 11.6135 10.0947 10.6557 10.0837 12.5907 10.5021 10.0941 10.4203 10.6383 14.2655 13.4263 12.7551 12.0484 9.94732 11.0408 9.73904 10.0272 9.66838 9.453 10.5552 9.41448 9.33295 12.4772 9.25319 9.31041 9.54773 9.10497 8.97982 9.97743 9.43888 8.88729 8.43773 8.28926 8.20506 8.80255 8.74756 8.17734 11.4039 11.6804 10.453 9.55631 9.29932 8.1462 9.5074 7.97891 7.99539 7.74334 7.72904 7.36707 7.73061 7.1736 7.04825 6.97452 8.6906 8.92177 6.86786 6.73512 6.70159 6.62789 6.49776 7.71415 6.48996 8.38003 8.80505 6.68959 6.46424 6.38734 7.47865 6.1842 6.14207 8.62835 6.91633 6.67992 6.43283 6.2959 5.99716 5.86659 5.86463 5.61396 5.60826 5.43379 5.31364 11.4727 5.31122 6.872 5.36462 5.24505 5.03147 4.98617 4.92072 4.86273 5.884 4.75947 4.73159 4.67037 4.53525 4.46169 4.33033 4.2359 4.2129 3.9793 3.94051 3.81875 3.75932 4.04356 3.68858 3.50314 3.46033
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decision_type=10 10 10 2 8 8 10 10 10 10 8 10 8 2 8 8 2 2 10 2 2 2 8 2 10 2 2 2 2 2 2 2 10 10 8 2 10 10 2 2 8 2 10 2 8 2 2 10 2 2 2 8 8 10 8 10 2 10 8 10 10 10 2 2 2 2 2 2 2 2 8 10 10 2 2 2 8 8 10 8 2 10 8 10 8 10 2 2 8 8 8 2 2 10 2 2 10 10 8 2 8 8 10 8 2 10 2 10 2 8 8
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leaf_count=208 154 91 181 223 1177 448 426 194 96 120 189 5853 1613 6698 325 2588 10616 675 144 250 85 90 4953 735 17820 3421 197 364 816 2345 2124 4664 9079 112 41059 110 238 502 1488 157 11709 1916 9669 1618 268 807 4649 177 96 5740 204 1515 118 90 10432 122 525 266 648 81 1528 195 1501 191 394 167 295 818 769 132 239 138 445 368 392 176 1978 991 429 149 619 174 94 1662 3725 182 165 153 76 2215 71 210 116 270 100 807 2405 43 132 1031 105 136 164 629 96 124 90 112 105 404 419
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internal_weight=0 13094.8 5247.38 5212.73 3241.54 2630.83 7847.44 1207.06 476.668 6640.39 6532.75 6496.1 4018.51 604.034 2477.59 556.884 3414.48 148.292 730.39 63.8348 610.711 1971.18 1909.21 137.493 1684.95 1583.65 1779.85 246.981 73.176 173.805 1532.87 488.676 1044.19 62.9902 3266.18 107.634 666.556 556.701 517.383 2567.84 1738.33 112.807 829.509 787.053 42.4566 792.634 615.878 61.9741 51.6062 387.715 95.3379 349.815 34.2339 52.4449 1625.53 109.854 58.8199 46.3609 47.15 46.8062 101.307 126.853 473.218 54.4883 129.36 68.8619 21.3252 60.4984 46.1547 34.6502 21.2271 45.577 315.581 84.9293 45.4698 230.652 173.221 57.4309 39.6548 44.5113 129.669 42.1552 28.2527 176.757 418.729 124.066 104.563 32.0694 72.4934 294.664 46.6655 23.3538 51.0344 62.0566 47.6499 42.893 117.04 34.4782 34.1705 47.5367 20.0496 21.7859 18.1667 38.6885 13.423 12.3459 104.882 101.037 39.4595 36.7022 56.1036
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is_linear=0
shrinkage=0.0227381


Tree=375
num_leaves=112
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decision_type=8 2 10 10 10 8 8 2 10 10 10 10 2 8 2 2 2 8 10 8 10 2 2 10 10 8 8 2 8 2 10 10 8 2 10 10 10 2 2 2 10 10 8 2 2 2 10 2 2 10 2 2 8 10 2 2 8 8 10 8 8 2 8 8 2 2 8 8 8 2 10 2 2 10 10 2 10 2 10 10 2 10 2 2 10 10 10 8 2 8 2 10 2 10 2 10 10 8 10 2 10 10 2 2 8 2 10 10 8 10 8
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leaf_count=476 261 1992 221 494 952 299 6798 299 14865 779 398 3186 962 338 672 143 506 150 3183 14327 1677 3641 1385 1442 122 4723 575 663 1392 1173 260 2291 709 630 827 162 305 1300 479 1458 433 1079 298 172 495 453 477 308 1622 952 349 331 2989 229 1207 611 408 428 284 199 573 2074 2399 271 366 1221 1089 516 941 46245 301 167 1486 1626 353 482 279 501 190 107 610 292 696 4266 290 1026 987 310 716 4019 1703 1496 605 1547 728 585 854 538 96 185 524 455 648 4423 11365 3541 109 140 6177 112 810
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is_linear=0
shrinkage=0.0227381


Tree=376
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internal_count=200714 4673 3563 840 196041 176780 8425 168355 8009 19261 6058 13203 8767 7268 1316 160346 7648 6678 4587 2091 1499 2744 152698 73013 79685 18298 51549 49032 61387 3107 58280 5122 491 4436 1976 2460 1550 21464 21217 1843 6693 17807 926 768 414 936 970 393 798 1095 609 486 6342 3990 3202 8195 1454 788 2269 1929 2686 822 2721 2345 226 2517 2223 1842 5509 426 2401 1754 1552 1226 610 660 1572 651 370 2119 1110 604 6504 400 260 577 487 463 369 4899 1727 636 2352 525 637 1451 3172 647 3014 404 187 340 1932 543 326 1827 311 2723 733 247 376
is_linear=0
shrinkage=0.0227381


Tree=378
num_leaves=112
num_cat=0
split_feature=195 143 191 82 136 176 151 156 89 12 233 67 231 124 180 41 149 213 132 188 135 66 19 180 217 178 128 141 40 211 226 40 195 161 151 135 185 138 80 189 14 180 184 155 215 145 7 179 92 58 231 141 205 134 211 185 215 216 134 181 198 74 144 145 38 7 144 134 181 127 202 189 41 230 162 204 157 228 143 135 192 207 204 133 38 232 131 213 232 41 157 133 7 180 140 149 7 143 213 188 65 204 124 195 123 10 231 220 58 180 128
split_gain=8.86565 10.1493 9.82207 10.5883 13.0359 10.5556 12.0842 12.0478 10.9383 10.8976 11.2863 11.48 11.0876 10.8732 10.5674 10.4826 10.4165 10.1734 9.83895 13.2046 11.3968 9.54754 9.33216 14.4734 12.1649 10.34 9.81424 11.8748 9.04376 10.2973 8.85474 8.59623 8.54368 8.5299 11.6806 13.1773 11.1454 11.4612 10.2507 11.5454 9.8809 9.30044 11.1321 11.0067 9.38689 9.12179 9.36742 10.7664 9.42646 9.02464 8.66796 8.47169 8.8977 8.44123 8.29362 13.683 11.8946 13.9716 9.22494 8.28126 11.3679 8.25829 8.2551 8.08741 8.07809 7.98793 11.2162 10.4267 8.79156 9.19015 8.77383 7.98342 7.93152 7.90152 7.75556 9.83846 8.53221 7.75368 7.7447 9.83012 9.72392 7.89594 7.38702 7.3165 7.31057 9.60084 7.28928 7.27655 7.20332 8.1829 8.32195 14.9507 9.83165 8.31308 7.03997 7.03943 7.02328 6.93575 12.5105 7.40586 6.89653 6.75592 6.83794 6.77276 6.71652 6.54179 6.54114 11.3636 6.72744 6.48202 6.47018
threshold=13.366095146099978 -164.49999999999997 15.500000000000002 0.010650000000000001 0.53751853665578364 10.500000000000002 2029.5000000000002 1550668.5000000002 4.5000000000000009 1.5000000000000002 0.0092427404597401636 0.28560000000000002 0.00538345123641193 46.024640657084198 15475.419818181821 0.21824380125316653 95.354166666666671 -0.00025218208611477161 0.20111971913239635 0.82156699889258034 0.3734355435228191 0.13085000000000002 78.000000000000014 9638.1950000000015 0.0068330883514136085 0.19139194139194141 29894.625000000004 0.051813888819489742 0.66396602682505534 0.049188509583473213 0.014827021397650244 0.0092724757680630026 26.107919254658388 0.30901067050271752 -320.49999999999994 0.018466591649969055 893.99730508474579 2.5000000000000004 0.10200000000000002 0.066826156299840525 0.024887000000000003 14025.030750000004 208274.34375000003 202280.45454545456 0.030907496809959415 351.13269096825832 13497.750000000002 1.2984213126311464 1.0000000180025095e-35 0.97545000000000004 -0.010177026037126778 0.1613116985225492 0.026660824194550518 0.086139986128116977 0.028530443087220195 1473.979326923077 1.0000000180025095e-35 0.015933590941131118 0.14949083504711824 207457.65000000002 0.2308851724787426 0.066950000000000023 -234.49999999999997 135.73977203892051 41.500000000000007 28271.250000000004 -77.499999999999986 0.089767834084107503 44039.100000000006 12353.004793113521 0.12377699464559556 0.057279562542720444 0.13053784794202253 0.00099714426323771498 1.0339396409873045 -0.0042355332989245644 241494.75000000003 0.019844823516905311 -864.49999999999989 0.097580129978187644 0.14339826839826844 0.013960183598101141 0.051487904042005546 0.058999418274191057 50.500000000000007 0.016020650975406173 0.23588336044923838 -0.0019238116801716385 -0.012609857134521006 0.61013349773813486 28449.315000000006 0.030705088193027009 18339.750000000004 4102.915500000001 1.0000000180025095e-35 774.32222222222242 18686.250000000004 -2221.4999999999995 -0.0004981484671588986 0.85019685039370085 0.0090500000000000008 -0.073628999292850481 30.725530458590011 17.23582887700535 0.99999683265254269 1.5000000000000002 0.0022895541042089467 0.0014408415299840274 0.98235000000000017 3741.6465000000003 16912.500000000004
decision_type=10 10 10 8 10 10 8 8 8 2 2 8 2 2 10 10 10 2 10 10 10 10 8 10 2 10 10 2 8 2 2 10 10 8 8 10 10 2 10 10 2 10 10 10 2 8 10 10 8 8 2 2 2 8 2 10 2 2 10 10 8 8 8 10 2 10 10 10 10 2 2 10 10 2 10 2 10 2 10 10 8 2 2 8 2 2 8 2 2 10 8 10 8 8 2 10 10 8 2 8 10 2 2 10 8 2 2 2 10 10 10
left_child=31 2 3 -2 105 6 13 14 9 12 -11 -12 32 22 59 -16 30 -14 21 -20 -21 53 26 25 -25 -24 100 -28 29 77 -17 95 -8 34 35 106 37 38 39 -37 41 42 65 96 49 78 48 74 50 -43 -47 -38 73 -15 88 56 57 64 -59 60 82 -10 94 -23 -56 66 67 -35 69 -67 -70 -61 -30 -53 75 -48 -76 86 -42 80 -80 -81 -7 -64 85 -58 -6 -62 -36 90 92 -92 -90 -91 -63 109 -44 98 -51 -99 -4 -9 -103 -104 -68 -5 108 -108 -33 -1 -95
right_child=1 -3 5 4 28 7 8 101 61 10 11 -13 17 18 15 16 -18 -19 19 20 -22 63 23 24 -26 -27 27 -29 72 -31 -32 33 -34 40 54 36 51 -39 -40 -41 45 44 43 -45 -46 46 47 -49 -50 97 -52 52 -54 -55 55 -57 84 58 -60 71 87 62 83 -65 -66 68 104 -69 70 -71 -72 -73 -74 -75 76 -77 -78 -79 79 81 -82 -83 -84 -85 -86 -87 -88 -89 89 93 91 -93 -94 110 -96 -97 -98 99 -100 -101 -102 102 103 -105 -106 -107 107 -109 -110 -111 -112
leaf_value=-0.0047394943924538198 -0.001667215130502892 -0.0053391895828312714 -0.010992425602381324 0.0065692491608971646 0.0046596472836695083 0.0045305146189319381 -0.0070440653275645792 -0.0044371776128779268 -0.0051324488440503994 -0.0010036039059889096 -0.0014115333642826552 0.017465206722424659 0.0039317313080192455 0.0084796542256575808 -0.0068877499462461382 0.0066894771625617177 -0.0045736926412768709 -0.0043740541500094836 -0.0026564501205692875 -0.0011341546167184166 0.025178645821977669 -0.0075805854813339648 0.010803333108745938 -0.00068751005440342904 0.0063237440085205272 0.00036360115326005435 0.011098411336407198 -0.00042295650129629841 0.0086739589707713789 -0.007254329308728772 -0.0068980877495099331 -0.0030136103240895906 -0.00092454762003382881 -0.00079834750880853744 0.0008576908129871607 0.0074034769157775111 -0.0010140406289746145 -0.0050715708596259894 -0.0093535816066942813 -0.004812906454782954 -0.0086611575839566635 0.0056761951354948933 -0.00025072126584845168 -0.0063366703080820633 -0.010245780434578872 0.0066515549707953292 0.006145242410884222 -0.010780355958121251 0.0097481255610444295 -0.0056480632972577749 -0.0077552512792035504 0.0059198368339126997 0.002138082806739845 -0.0024032668025250475 0.0065410780893892066 -0.010241275641067242 -0.0067425027537463813 0.019501686504060069 -0.0017877111233001999 0.0012092896131812179 -0.0081153008924812024 -0.0099531271440519882 -0.0054786135925208677 0.010915518786091115 -0.0034935598056496436 0.0073437271738491005 0.0043951744414851114 -0.0055985451987450906 0.0057848633909357659 -0.0033696731972611515 -0.00083869905396807669 0.021327322442653278 -0.0064933692546131254 0.026512980513127712 -0.0030950592202673055 0.00093541166522924303 0.015916334174140654 -0.0029276170253094355 -0.0078397574845827777 0.00053295626041996967 0.0067761351871802426 0.012935980072452415 0.020052058193653601 0.011788527361078596 0.005667211027362098 0.010890652991722862 0.01167842498976593 0.0031412711115190121 0.0046929215611132124 0.0046571510419526219 0.0049895329900957386 -0.0041136101459705232 -0.0019608069250983077 0.0055622193274204399 0.0091987855924301302 -0.0062978208193041271 0.021509075506495636 -0.0010050770123629319 0.010566584668574399 -0.0063573940342051445 0.004720241338605837 -0.0020143826030798433 0.0017932288046673996 0.014041673740822823 -0.005506586883327628 -0.0058023375440957228 -0.016050511776191257 7.6438954441247501e-05 0.00947572185210745 0.010272738066038742 -0.0070845297127974912
leaf_weight=12.645744822919367 168.17872405797243 131.83222675323486 54.764953055419028 22.176922960206866 140.33506333967671 114.29154177475721 449.32806918770075 15.302944988012312 34.063826786354184 243.93573223240674 26.972261944785714 30.434856256470084 150.33630359172821 30.154642547480762 107.21754779946059 144.42557310219854 91.912937426939607 137.9487407207489 31.553893408738077 11.65604178607464 17.109511122107506 9.17236873321235 188.17366448044777 375.15824699401855 184.43984228372574 66.1566062271595 45.114848078228533 328.97374138236046 18.412535374052823 16.911259964108467 22.352557796984911 77.2826067074202 162.74643701314926 1005.199497859925 275.54100704938173 201.38879682449624 27.047554474323988 95.726473595947027 20.045712889637798 43.092700845561922 57.036466495599598 64.889481902122498 9.9375669620931131 10.201034428551791 70.29329252243042 20.017282328568399 358.39630951732397 17.649895593523979 18.821104955859482 38.906021611765027 98.321638431400061 23.093417995609343 27.698219616897404 875.5289950305596 83.996757722459733 41.958093404769897 117.01085442397743 40.573860972188413 11.659277201630173 17.936319947242737 51.653173003345728 19.205453080125157 9.6243972815573198 45.341681285761297 67.730496121570468 42.169638304039836 242.51880034757778 297.87238937662914 315.11141709797084 220.36417090892792 149.02528488636017 18.937845289707184 44.514434738084674 22.788961423560977 12.680536814965306 390.47262247651815 43.773030481301248 25.79744222946465 86.305297723039985 77.691020684782416 23.993615855462849 32.336864219047129 11.921106305904685 81.617475911974907 39.43396077491343 10.448126249015329 223.80270103132352 51.714878027327359 159.26817039353773 31.338068228214979 95.02284697489813 1054.7798125483096 354.74992544203997 15.896785663906483 7.4510466037318102 15.004367612302302 22.313396306708455 268.71216246671975 43.694041378330439 265.12785137118772 13.367487785406409 20.617469482123852 33.322711506858468 99.313388643786311 33.716844126582146 74.607689503580332 37.754920236766338 43.904885806143284 21.525752244982868 79.245368816889822 414.43741531437263
leaf_count=104 2320 1279 830 181 916 1410 6664 186 512 3323 384 346 2039 286 869 2594 1160 2047 1293 507 977 221 2631 5050 2676 723 598 5283 316 188 438 1120 1980 10008 5424 4661 367 2347 596 699 871 786 100 111 874 344 4585 335 230 525 1591 355 362 16533 1562 626 2405 566 322 243 670 318 126 1034 1646 391 2145 4822 3344 2335 1512 220 1069 296 117 6557 433 283 622 1089 159 559 168 904 1075 176 2875 771 2719 862 1571 17602 5776 477 127 82 191 2657 627 3837 241 201 487 1061 336 553 594 619 353 600 14829
internal_value=0 0.000695827 0.000858453 0.00327761 0.00474843 0.000451767 -7.1607e-05 0.00279963 -0.00176656 -0.00249701 0.00121979 0.00956756 -0.00374077 0.000939036 0.00131181 -0.00119432 0.00131104 -5.42683e-05 -0.000801119 0.00751112 0.016709 -0.00138533 0.00234861 0.00378088 0.00168407 0.00818846 -0.000309375 0.00118465 0.00629575 0.00751555 0.00461944 -0.000505597 -0.00545229 -0.000596236 -0.00143761 0.00131815 0.00334429 0.00137945 0.00380013 0.00515981 7.55015e-05 -0.00061039 9.68798e-05 0.0105994 -0.00279635 0.00178609 0.00283025 0.00374388 -0.00254908 -0.00190966 -0.00503277 0.00971609 0.0133538 -0.00196457 -0.00206783 0.000893894 0.00235726 0.00593595 0.0151685 0.00468311 0.00280766 0.00383409 0.00659757 0.00719453 0.00211449 -0.000135122 -0.00104192 -0.00192515 0.00182479 -0.00147048 0.00368158 0.0136208 -0.00154607 0.0187184 0.00417274 0.00347021 0.0118013 0.00829882 -0.00180482 0.000228728 -0.00440016 0.00485166 0.00718208 0.00965212 -0.00209279 -0.0047001 0.00914337 -0.00267486 -0.00257841 -0.00302552 -0.00226137 -0.00332984 0.000144129 -0.0056877 -0.00366172 0.00565442 0.0161626 -0.00277529 0.00311672 -0.00372192 -0.00772606 0.00804677 0.00946288 0.011261 0.00305681 -0.00266279 -0.00377297 -0.00819846 0.000247963 0.00797798 -0.00651753
internal_weight=0 5297.82 5165.99 734.737 566.558 4431.25 3630.33 800.92 1353.66 1201.7 301.343 57.4071 900.36 2276.67 632.363 365.909 258.691 288.285 1020.52 60.3194 28.7656 960.198 1256.15 813.928 559.598 254.33 442.221 374.089 469.773 406.846 166.778 7899.64 612.075 7792.74 3455.2 641.35 460.882 360.254 264.527 244.481 4337.55 3100.05 2348.43 42.452 751.623 1237.5 960.132 822.972 137.16 681.33 118.339 100.628 73.5806 905.684 2813.85 412.811 370.853 203.96 52.2331 266.455 229.581 151.962 117.898 54.5141 151.727 2305.98 1579.31 1303.07 726.671 262.534 464.137 36.8742 62.927 45.8824 805.322 748.869 56.4536 389.935 277.363 220.327 110.299 110.028 126.213 91.2419 166.893 127.459 364.138 103.368 2401.03 2125.49 1663.82 1149.8 514.018 461.672 26.6565 106.895 32.251 616.44 82.6001 533.84 68.1324 168.557 153.254 132.636 276.236 96.7846 180.468 81.6598 98.8084 91.8911 430.334
internal_count=200997 78111 76832 8701 6381 68131 57653 10478 18770 16783 4053 730 12730 38883 8543 5061 4192 4086 20851 2777 1484 18074 18032 11080 7726 3354 6952 5881 5647 4262 3032 122886 8644 122100 70007 12369 9683 8303 5956 5360 52093 34601 25295 402 9306 17492 14192 12027 2165 8432 1935 1380 1013 16819 57638 8378 7752 4096 888 3482 3019 1987 1475 1255 3208 24893 17311 14830 7582 2726 4856 463 1385 651 11692 11142 550 4074 3300 2429 781 1648 1578 1030 3656 2581 3791 1441 49260 43836 27668 19173 8495 16168 445 786 291 7646 1152 6494 1071 1935 1749 1548 2481 734 2686 1213 1473 704 15306
is_linear=0
shrinkage=0.0227381


Tree=379
num_leaves=87
num_cat=0
split_feature=126 185 12 123 226 228 8 123 191 232 127 229 86 86 122 230 233 119 197 214 184 18 213 57 182 203 220 16 141 199 213 182 127 141 219 18 141 14 40 205 194 215 122 223 227 206 150 230 220 180 191 179 180 220 133 210 122 95 165 233 228 217 143 209 86 64 161 224 206 151 229 161 232 142 126 57 161 228 223 179 194 143 191 216 222 230
split_gain=8.63473 7.33417 7.34508 11.5758 9.88746 15.2029 10.2927 12.5796 10.1093 11.9575 11.0428 9.83829 9.6138 8.96662 10.7552 9.44604 8.75009 8.47326 8.34865 10.6204 9.19264 8.00389 14.0386 7.8239 7.4214 7.30638 9.27531 7.25568 7.87689 7.08462 9.55717 7.02303 7.02084 6.73911 6.65792 6.43936 9.35433 7.48656 7.02167 8.2916 7.77513 7.60286 8.43495 8.06358 6.89374 7.83064 6.6032 6.39839 6.30051 6.23133 6.15484 6.11722 6.58492 5.61931 5.59459 5.4756 5.27696 5.13281 4.83413 4.4658 4.33497 4.94098 4.14463 3.99881 3.96016 3.7135 5.51026 4.73475 3.5802 3.43673 3.23323 3.12851 3.09364 2.53839 2.48801 2.19356 2.05958 1.98184 1.82241 1.74365 1.72657 1.32904 1.13356 0.585582 0.555444 0.408868
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decision_type=2 8 2 8 2 2 8 10 10 2 2 2 10 10 10 2 2 10 10 2 8 2 2 8 10 2 2 2 2 10 2 8 2 2 2 2 2 2 10 2 10 2 10 2 2 2 8 2 2 10 10 8 8 2 10 2 10 2 10 2 2 2 10 2 10 8 8 2 2 10 2 8 2 10 2 10 10 2 2 10 10 8 8 2 2 2
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Tree=382
num_leaves=112
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decision_type=2 10 2 8 10 8 8 2 8 10 10 2 8 10 2 10 2 8 2 8 10 2 10 10 10 10 10 10 8 8 2 2 8 2 2 2 10 8 10 2 2 8 2 10 2 2 2 2 8 8 2 10 2 2 8 2 8 10 8 10 10 2 8 10 10 10 10 10 10 8 8 8 10 8 8 2 8 2 2 10 8 8 10 2 10 10 10 10 10 2 8 2 8 2 2 2 10 8 2 2 10 2 2 2 8 2 8 2 2 10 8
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leaf_count=264 999 1056 492 177 27 248 198 968 274 779 929 128 598 99 123 136 163 379 2380 1635 1892 24703 460 155 1057 2044 825 713 239 100 144 294 133 2998 245 1091 1000 1805 1050 2307 453 3708 1671 143 248 95 161 376 3687 92 155 53 6160 8928 81125 771 2808 1186 4992 158 231 194 184 92 256 8121 2596 604 208 289 925 143 267 424 519 218 427 67 186 99 130 2969 316 1226 368 116 194 193 256 70 307 101 133 840 207 396 200 1232 121 91 89 862 141 218 65 1036 149 181 117 477 272
internal_value=0 0.000331444 -0.00135054 -0.00167788 -0.00074618 0.00505631 -0.000163745 0.000700448 0.0055569 0.00831431 0.00269374 0.0157697 -0.00422674 -0.00436756 0.000376567 8.34275e-05 0.00165819 -1.5562e-05 0.00183518 -3.30658e-05 -0.00317525 -0.000310154 0.00198251 0.00250991 -0.00184281 0.00444026 0.00751657 0.0105907 0.00140352 0.00605224 0.0136909 0.00188255 0.00352131 -0.000184842 0.00825964 -0.000808974 0.00394671 0.00639949 0.0107625 0.00238933 0.00215607 0.00299292 -0.00685013 0.00787742 0.000544721 0.00594986 0.0114535 0.0183714 0.00531076 -0.00995504 -0.0116012 -0.00039103 -0.000424194 -0.00176377 -6.56201e-05 -4.91017e-05 0.000551061 -0.00337981 0.00155641 -0.00220141 0.00218057 -0.00803118 -0.0105921 0.00177769 -0.00291092 0.000421052 -0.00206526 0.00189527 -0.00275809 0.00755721 -0.00285956 0.0141374 0.0182257 -0.00118302 0.0088425 0.0151477 0.0114993 -0.00349653 -0.000872623 -0.00610899 -0.00399759 -0.00190705 -0.00797227 -0.00968766 0.0100747 0.0137379 -0.0057826 0.00175888 -0.00286083 -0.00567716 0.00109265 0.0149507 -0.0122662 -0.00959495 0.000158379 -0.0091404 -0.0138429 -0.0157889 0.00312084 0.00257106 0.00415462 -0.0138735 0.0082447 -0.00718418 0.00881324 -0.00879241 -0.00711078 -0.00965933 -0.00710989 -0.00699084 -0.00919269
internal_weight=0 11132.1 2067.96 1973.48 1473.91 94.4829 1372.93 1138 168.467 140.777 86.9396 53.8371 234.936 499.572 11090.3 9033.29 2056.97 8894.35 1215.17 712.611 317.795 7679.18 133.868 394.815 155.734 502.564 243.353 178.433 259.211 138.933 43.0531 2022.06 902.508 969.532 78.498 212.728 872.986 359.043 165.022 194.02 513.944 477.047 183.928 67.0035 1119.55 103.146 53.8607 33.5084 239.081 101.748 94.512 7612.18 7602.18 1598.13 6004.06 1016.41 925.474 184.353 741.122 202.051 92.3778 100.973 82.4677 95.8795 58.3228 897.683 332.858 564.824 397.824 21.2717 55.3838 33.0501 25.8817 64.9202 36.994 45.0106 62.7998 376.552 49.285 32.3569 369.418 250.428 118.99 105.76 46.4827 15.1786 109.673 32.3037 237.783 90.9345 35.6066 47.581 78.4449 55.3278 33.9534 34.9113 72.5066 62.9898 18.5055 16.3754 13.2301 82.069 37.5567 36.8974 13.347 77.3691 29.522 41.8132 27.6904 71.8489 56.9935
internal_count=201400 168010 33390 32014 24963 1376 22807 18461 3195 2804 1897 907 4346 7051 166830 143050 23780 141805 19697 11613 5658 122108 2095 5955 2113 8084 4342 3093 3742 1245 620 23261 10986 15266 1112 3135 10674 6162 2855 3307 4512 4161 3563 1139 12275 1007 474 476 3842 1286 1194 120969 120916 33631 87285 11268 9757 1957 7800 3748 1833 2156 1776 625 392 14319 5594 8725 5765 613 1156 553 410 1249 677 379 864 5152 533 347 5085 3355 1730 1542 607 405 1915 387 3225 1511 601 619 1749 910 586 519 1616 1416 380 192 188 1039 233 351 259 1528 312 1180 391 947 749
is_linear=0
shrinkage=0.0227381


Tree=383
num_leaves=112
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split_gain=9.23399 8.91647 6.91517 9.03152 11.2494 10.4314 13.3024 16.0774 12.7798 12.3049 10.8645 9.19268 9.06418 10.1778 11.9486 8.91625 11.3365 8.85438 10.8466 10.1151 15.0109 13.4315 12.7455 12.1451 13.3647 9.97023 9.77957 11.474 9.21208 13.0124 11.6003 8.90099 8.86775 8.72303 8.40779 7.92435 11.445 7.87169 9.75065 8.79404 8.15725 7.90651 7.85523 7.73568 8.61863 8.54585 7.56331 7.13297 8.06872 7.02979 10.3577 9.8381 6.95985 9.61234 7.59036 7.84162 7.44361 6.8668 6.85901 6.85165 6.83886 6.70547 7.27354 6.65393 6.52928 6.52334 6.49382 6.44916 6.39252 6.23055 7.64932 7.29505 8.74333 12.0614 9.00432 7.21467 6.03397 6.65144 5.87262 5.67431 5.65876 5.59529 5.46805 5.38842 5.24999 5.22969 5.11809 5.10621 5.02571 5.00089 4.89976 5.70794 6.54025 6.36764 4.83095 4.82368 5.28355 4.70179 4.60542 4.60248 4.58736 4.54135 4.48875 4.48809 4.47046 4.44809 4.37631 4.2391 4.56252 4.18707 4.02299
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decision_type=2 10 2 10 2 2 10 10 2 10 8 10 10 2 2 8 2 2 10 2 8 10 2 2 2 10 8 8 2 2 2 2 10 2 2 2 2 2 10 10 2 8 8 10 8 8 2 10 8 2 10 8 10 10 10 10 8 2 10 2 10 2 2 2 8 2 10 2 8 10 2 10 2 8 2 2 2 8 2 2 10 10 2 2 10 10 2 2 10 2 10 2 2 10 2 10 2 2 8 10 2 8 8 2 2 10 2 2 2 10 10
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Tree=386
num_leaves=112
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decision_type=2 2 10 2 2 10 2 8 8 2 8 2 8 10 2 10 2 2 8 2 2 10 2 10 2 2 2 2 10 10 2 8 10 2 10 10 2 2 10 8 10 8 8 10 10 2 2 10 10 2 2 2 2 8 8 8 8 2 10 10 2 8 8 8 8 10 10 10 2 10 10 8 10 10 2 10 10 2 2 8 2 2 8 10 10 10 8 2 2 10 8 10 2 10 10 2 10 2 8 2 2 10 2 8 8 2 8 2 2 2 10
left_child=1 4 10 34 26 6 14 9 78 19 48 15 35 96 75 -12 17 -17 -19 25 -13 22 -22 24 -23 92 28 -28 29 30 31 -1 56 -34 70 104 -18 -32 39 42 41 -40 63 -42 47 46 84 102 87 -50 -11 -51 54 -54 -41 -44 -29 -58 60 95 -47 -27 -39 -30 -25 66 -49 -67 -69 -61 -4 -72 -73 74 -37 76 -6 -77 -9 80 -10 -82 83 -81 -46 -16 -70 89 -89 90 -3 -21 -5 -33 -24 -60 97 101 -98 -100 -101 -2 105 -71 -8 108 107 -107 -15 -110 -111
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leaf_count=616 161 743 881 1330 498 1450 506 629 1476 1025 440 531 481 2231 3091 193 341 296 3917 549 410 3688 1520 1729 10107 7436 423 2506 90 227 3960 8611 345 204 646 96 445 298 203 6639 1131 230 188 1095 120 671 339 1166 186 231 1213 179 6407 6655 14993 383 149 496 1415 204 2470 7721 945 3196 7180 2847 277 376 257 127 907 4150 414 117 304 512 566 1036 253 6734 760 364 1003 2260 379 404 392 451 441 3636 1069 163 157 2471 140 306 457 593 148 951 184 1092 478 421 141 385 1148 213 25509 3137 2789
internal_value=0 -0.0002971 0.000347728 0.00187534 -0.00125518 0.00248894 0.00429197 0.00261428 0.00489131 0.00106581 -0.000342606 -0.000907834 0.0119514 0.00114887 0.00181329 -0.00369402 -0.00277977 -0.00411017 -0.00512123 0.00186566 -0.000311795 -0.000494815 0.00370486 -0.000901744 -0.00201152 0.00131479 -0.00164467 -0.00467782 -0.00124043 0.000627465 0.000196538 0.00160819 -0.00603972 0.00254768 -0.00253697 0.01695 0.00407986 -0.00347403 -0.00197416 -0.0023994 0.00225391 0.0118038 0.000617508 -0.000231365 0.000819238 0.00556822 0.0160979 0.000537321 0.00192889 0.00771562 -0.00572229 0.00247883 -0.00321736 -0.00117265 -0.0044072 0.00838123 -0.00734461 0.000145116 0.0024586 0.00841437 -0.00194785 0.00201263 0.00313547 -0.000795801 0.000827672 -0.00218488 0.00212483 -0.00402723 0.00151086 0.0208569 -0.00400994 -0.00602823 -0.00829492 0.0248419 0.0293252 0.00627799 -0.000634047 0.0103337 0.0145156 0.00385003 0.00872969 0.0156979 0.00254672 0.00348421 0.0231843 -0.00248132 0.00643671 0.00106779 -0.00411373 0.00199001 -0.0012492 0.0119009 -0.00643259 0.000744703 0.000995122 0.00153374 0.00587233 0.00203592 0.0102766 0.0132661 0.0157385 0.00571259 0.00103946 0.0267795 0.00501339 0.00116585 -0.00370051 0.00326808 0.00144601 0.00166544 0.00418399
internal_weight=0 9885.67 5912.07 1835.54 3973.6 370.041 315.882 1575.23 630.101 945.132 4076.53 3268.4 69.1954 3278.63 246.687 568.104 528.496 445.534 423.275 851.085 2700.3 2655.51 228.419 2427.09 1477.54 816.016 3603.56 413.083 3190.48 900.151 879.633 638.794 369.174 47.617 260.303 48.1273 82.9625 240.838 2290.32 2084.41 205.917 35.8649 445.046 170.052 3074.19 163.232 29.0266 2910.96 808.128 95.8108 94.0477 66.7406 1639.36 609.324 1030.04 62.0112 321.557 57.4216 134.205 53.7444 80.4611 754.427 64.4449 383.035 949.547 448.847 134.019 314.827 88.6698 12.9177 231.84 182.306 151.616 23.3755 18.608 119.002 46.6869 72.3149 50.6527 579.448 111.813 48.0256 467.635 427.652 17.2142 127.685 55.4011 712.317 103.127 609.19 216.739 35.0683 61.5897 589.84 182.145 40.8266 204.445 115.987 88.4582 73.1663 65.195 86.6131 2462.11 9.46345 24.7518 2440.65 127.148 42.7366 2313.5 2246.01 451.254
internal_count=200850 149607 77944 40071 71663 9202 7752 33073 13479 19594 37873 30937 1645 51243 6107 5632 5192 4406 4213 17356 25305 24774 2070 22704 13795 16644 62461 4123 58338 17128 16901 11698 3700 549 6998 1164 786 5203 41210 38551 2659 433 3857 2226 47657 6452 838 41205 6936 596 2238 410 34694 13062 21632 571 3151 645 5614 2473 3141 15157 1243 3286 8909 5315 1443 3872 1025 752 6352 5471 4564 517 400 2612 1064 1548 882 12597 2600 1124 9997 8994 499 3495 649 6340 892 5448 1812 712 1487 11082 1660 1721 3586 1846 1740 1283 1135 1253 35890 548 647 35412 1746 598 33666 31435 5926
is_linear=0
shrinkage=0.0227381


Tree=387
num_leaves=112
num_cat=0
split_feature=152 189 153 185 135 170 8 6 197 208 218 1 199 130 143 7 137 179 186 218 35 17 152 145 152 134 6 155 6 6 156 209 182 208 215 79 215 231 124 124 180 223 7 130 181 230 171 230 39 190 161 156 152 161 16 207 217 230 145 122 230 5 221 178 187 72 181 182 130 212 178 60 152 220 39 217 219 188 59 217 5 213 135 86 231 188 143 203 19 145 218 188 225 155 233 156 225 8 215 209 120 231 122 213 145 134 179 208 12 42 224
split_gain=8.22601 10.8296 7.74483 11.8818 13.2601 9.79827 9.55213 23.11 10.5849 10.7379 10.5631 9.9418 9.41164 11.3561 9.39923 10.0246 9.75109 9.9676 9.54454 9.27025 8.90149 10.1673 9.77269 9.80387 9.67753 12.227 9.87546 8.9457 11.0771 10.2702 8.90119 8.78866 8.69319 10.4984 9.18768 8.6383 8.60851 8.5796 9.54251 8.57903 9.13032 8.85799 8.5258 11.3044 10.2167 9.6704 9.19813 8.58092 9.44097 8.29836 8.29072 8.27848 8.20806 8.15767 9.06812 8.64567 8.53658 8.37274 7.96969 7.96053 7.9461 7.90873 7.84058 14.4642 10.9042 7.83899 7.7419 7.71565 7.66495 7.65328 7.90799 7.63396 9.98077 7.61594 7.52154 7.49668 7.49086 7.43414 7.4076 7.34559 7.31219 8.02156 7.10836 7.09153 7.06196 7.05466 7.05213 6.8349 6.77105 6.76982 7.77908 8.03792 6.75235 6.97795 7.63742 6.71549 6.70612 6.68185 6.55367 6.42462 8.00934 6.41862 6.40335 6.3088 6.30791 6.16588 7.36359 6.13992 6.05377 5.96421 5.94337
threshold=1915601.7277500003 0.39631140574536811 720022.50000000012 1002.7572857142858 0.24251676317100865 30.447222222222226 451660.50000000006 508324.50000000006 1.0259596503083306 -0.008726400323212145 0.028973937034606937 1.0000000180025095e-35 104537.41633928573 0.53266434472362778 -2867.4999999999995 16134.750000000002 1.0000000180025095e-35 1.0735942676193515 30435.030000000002 0.026920806616544727 1.0000000180025095e-35 -11172.499999999998 207001.80000000002 681.3620074886029 223578.80222727274 0.2276437645886594 808317.00000000012 133233.00000000003 782050.50000000012 652648.50000000012 10076.850000000002 0.021015116013586525 -1072.5419580419577 -0.011034398339688776 0.0092793153598904627 0.021550000000000003 0.01824635919183493 0.010272259358316662 51.160848733744018 35.993155373032174 10830.76392857143 0.012129689101129772 27866.250000000004 0.6163685316351295 105006.55000000002 -0.0027763063553720708 122.50000000000001 0.011981086339801552 0.71639662805363991 63.500000000000007 0.32650930405282136 13504.500000000002 39232.406250000007 0.18952282845873403 -2086.4999999999995 -0.0036103742895647879 -0.016589982435107228 -0.0036476441891863938 212.9641205201589 0.053473464477294765 -0.0020540286786854263 215844.75000000003 -0.00018750450544757766 0.22401433691756276 4.3730603962759611 0.98035000000000017 161804.78571428574 -710.97368421052613 0.7019965931713622 0.017379244789481166 0.28801843317972359 0.00125 211567.20000000004 0.0091969622299075144 0.43939907299978148 -0.022797875106334683 -0.010971476323902605 0.56844289146101779 0.79420000000000013 -0.0093500348739325983 130493.25000000001 -0.015425838995724915 0.31975444544950138 0.050450000000000009 0.0098322522826492804 0.83791333232674026 -2832.4999999999995 -0.018902171403169628 10.500000000000002 1151.6160175346479 0.00060807322734035562 0.36604225023342674 -0.015777503140270707 91445.964285714304 -0.0034312165807932611 225000.33750000002 -0.001846132392529398 978750.00000000012 0.017286950722336773 0.0024372395128011708 2.7945807748599987 0.0067849066108465203 0.033215599821275234 -0.017637632787227627 742.29244760667177 0.27691538907437413 0.68298859168943049 0.0029847293626517062 2.5000000000000004 0.079450000000000007 0.003104689647443593
decision_type=10 10 10 10 10 10 10 2 8 2 2 2 10 10 10 10 2 10 10 2 2 2 10 8 8 10 2 10 2 2 8 2 8 2 2 8 2 2 2 2 10 2 10 10 10 2 8 2 10 8 10 10 10 10 2 2 2 2 10 10 2 2 2 10 10 8 10 10 10 2 8 8 8 2 10 2 2 10 10 2 2 2 10 8 2 10 10 2 10 8 2 10 2 10 2 10 2 8 2 2 2 2 10 2 8 10 8 2 2 8 2
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internal_value=0 5.85115e-05 -0.000308212 -0.00280757 -0.00361149 -6.1388e-05 9.54686e-05 -9.44168e-05 -0.00318997 0.00372377 0.00947024 0.00148554 0.00466568 0.00201799 0.00104861 -0.00566918 0.000370028 0.0052796 0.00905643 0.0127602 0.000220228 0.00300874 -0.00164419 0.00185079 0.00376673 -0.00229287 -0.0016398 0.00459143 0.00705214 0.000947154 -0.00151016 0.000125589 0.00135308 0.00056607 0.00318194 0.00597913 0.00138328 0.00166366 0.00365246 0.00540842 0.00010896 0.00154697 0.00261488 0.0067513 0.00825413 0.00928332 0.0103529 -0.00371107 -0.00459579 0.00219976 0.00368366 0.00508067 0.00676478 -0.0014734 0.00469427 -0.00227133 0.0165781 0.0164218 -0.00405647 -3.33887e-05 -0.00810771 0.00317413 -0.00556601 0.000265219 0.00278449 -0.00613978 -0.00524603 -0.00111526 -0.0047597 -0.00681093 -0.00152881 -0.00286011 -0.0010942 0.0044707 -0.00173104 0.00826832 0.00284506 -0.000101494 0.00525224 0.00643172 0.00966159 -0.00263625 0.0111178 0.00932589 0.0119689 -0.0060955 -0.00771291 -0.00593733 -0.0020803 -0.00356697 -0.00873889 -0.00334127 -0.00458435 0.000917289 0.0147947 -0.00639142 0.012769 0.0033805 -0.00697584 0.00481141 0.0127391 -0.0070116 0.00402373 -0.0077673 -0.00121162 -0.00367593 -0.00572352 -0.0062422 -0.00348665 0.00227693 0.0044763
internal_weight=0 13124.7 9294.65 827.372 752.496 8467.28 8070.96 7677.53 396.316 393.426 102.495 290.932 177.766 153.667 164.905 55.1566 5912.25 166.333 106.467 82.6949 5745.92 471.242 1765.28 273.857 245.315 1491.42 1319.08 109.748 93.8157 3830.08 539.674 446.978 3290.41 2308.34 982.075 376.526 605.548 1501.73 653.788 529.232 847.941 619.758 551.354 456.647 288.311 270.395 255.593 228.183 115.339 339.384 288.732 257.021 226.756 806.607 87.5891 719.018 24.0986 62.6042 730.786 5274.68 84.4601 19.2926 50.6513 159.176 123.178 231.411 571.61 161.099 128.168 410.511 88.2156 72.5848 92.814 48.9145 59.8655 21.7094 490.209 224.113 266.096 243.164 41.2092 182.904 32.9302 60.1937 53.1486 107.594 101.022 181.26 131.757 125.184 92.6957 595.84 460.704 135.136 13.164 68.4039 52.5511 33.3473 172.342 74.8768 22.0065 43.8994 20.344 377.164 82.5094 124.556 104.673 30.2648 113.166 45.3369 46.9232
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is_linear=0
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Tree=389
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decision_type=8 8 10 2 2 10 10 10 10 2 10 2 2 2 2 2 2 10 10 10 10 2 8 2 2 2 8 2 10 10 2 8 10 10 10 2 2 10 2 2 10 2 2 2 2 2 10 2 2 10 8 2 2 8 8 8 8 10 2 2 2 10 10 2 10 10 8 10 2 8 2 2 8 10 2 8 8 8 2 8 2 8 2 2 8 8 2 2 10 8 10 8 10
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internal_weight=0 13088.9 93.6887 12968.1 700.668 411.403 289.266 253.471 81.5426 346.714 314.672 246.083 12267.4 120.793 215.211 180.136 120.105 60.0304 52.7769 64.6881 48.1974 78.8005 73.3351 67.564 12085.5 408.238 24.341 11677.3 2295.71 906.826 144.107 762.719 1388.88 1022.65 366.234 9381.56 3478.75 2617.56 5902.81 5706.83 861.188 383.897 197.547 142.034 55.5128 186.35 81.2491 68.589 12.2663 195.979 15.3311 81.7834 41.3049 181.92 164.786 16.4907 60.2007 17.1334 156.242 31.122 125.12 113.561 105.101 30.8723 32.0423 56.3227 36.3365 35.7948 13.1547 19.0565 43.7195 32.8663 11.478 17.023 14.7182 19.6422 39.0095 10.8593 30.2746 9.98894 11.5592 38.0639 12.9859 16.4038 20.2857 10.9658 7.36337 45.2061 5.52017 10.0008 5.77103 7.2535 13.2241
internal_count=201088 200456 632 199830 19037 11825 7212 6193 575 9894 9047 7305 180793 626 6239 4118 2755 1363 1144 1931 1408 1810 2075 1884 176882 5961 284 170921 34221 13980 2454 11526 20241 13332 6909 136700 56740 39352 79960 76912 17388 5677 2620 1908 712 3057 1286 1742 231 3048 354 427 945 3911 3538 523 1693 373 3389 821 2568 2333 1771 1066 847 1511 226 1019 378 580 231 1054 262 176 385 620 199 320 855 263 235 196 267 436 592 238 191 349 164 272 191 219 434
is_linear=0
shrinkage=0.0227381


Tree=390
num_leaves=101
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decision_type=2 10 2 10 2 8 10 2 2 2 2 2 2 2 8 10 8 2 8 2 8 2 2 10 8 2 8 10 2 8 10 8 8 10 10 8 2 8 8 2 10 2 2 10 2 2 10 10 8 2 10 2 10 10 8 8 10 10 10 2 8 2 2 2 2 8 2 8 2 2 10 8 8 10 2 2 10 2 8 2 10 2 2 2 2 2 2 10 2 2 10 10 2 10 10 8 2 2 10 2
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leaf_count=116 273 68 191 102 493 158 115 144 162 347 357 11997 1244 1026 494 2328 6786 302 2117 7661 37989 727 2396 102 651 615 13475 1190 6640 5296 9001 2319 22983 1165 28926 155 6938 1585 3521 1665 81 94 161 127 2557 84 1574 454 156 2789 792 95 131 81 297 178 80 124 270 83 212 89 197 102 215 148 88 436 120 296 84 87 63 134 69 94 67 106 248 151 274 79 98 110 148 102 118 87 76 136 148 127 1357 110 103 209 142 84 161 146
internal_value=0 -0.00405203 0.00374076 6.23074e-05 3.23604e-05 -0.00402308 -0.00569449 0.000105391 0.000626688 0.000532102 -0.000437351 -0.00116461 -0.00272871 0.000388161 -0.00382039 0.00010861 -0.00142389 0.007086 0.00176542 0.00287178 0.00040982 -0.00578983 0.00439917 0.000825289 -0.00220796 -0.00314953 0.00155851 0.00314926 0.00585472 0.000767926 -0.00208186 0.00113225 0.000589431 -9.17088e-05 0.00162396 -0.00432491 -0.0014658 -0.00862725 -0.00636616 -3.41789e-05 0.0114588 0.0147611 0.0010865 -0.00873764 -0.0104717 0.00319023 -0.000126796 0.000352579 0.0141441 -0.00281195 -0.00300869 0.00815945 -0.00778451 0.0130146 0.00435482 0.00884223 0.0125765 -0.00658816 0.0018355 0.00832073 0.0212931 -0.0084003 -0.0025677 0.00186656 0.00653218 0.0118731 4.75752e-05 0.0151089 0.00767275 0.0114772 -0.0116997 0.0106521 -0.00263119 0.000289464 -0.0118523 -0.00424253 -0.0127363 0.01071 0.0149403 0.00238002 -0.00426239 -0.0133901 -0.0143705 0.00589956 -0.00606144 -0.00311577 -0.00721169 -0.00769568 0.000872515 0.00357703 -0.0154677 0.0140822 -0.0162822 0.0160347 0.0167907 -0.00749886 -0.00465563 -0.0115463 -0.00884098 -0.00979958
internal_weight=0 230.11 55.4973 12929.1 12901.4 219.993 206.865 12681.4 6467.85 6420.81 6213.6 3943.1 1765.02 459.277 1305.75 2178.08 1132.11 75.2204 1045.97 851.961 6336.59 704.194 202.386 2270.49 438.631 414.757 1831.86 938.526 433.49 505.036 1056.89 180.31 6112.25 3690.34 2421.91 224.337 601.553 107.677 234.447 116.66 47.0448 39.3124 65.7909 141.074 124.085 16.9892 893.336 848.426 13.1281 256.89 194.006 44.4193 44.9096 29.4133 56.3321 84.2184 55.8067 174.613 30.8932 19.0344 21.683 143.72 59.0104 44.0607 30.6968 19.9377 12.1033 48.7883 45.8778 33.5119 119.035 23.874 15.006 28.4117 84.7095 10.7591 112.811 27.6603 17.9093 17.6294 7.73246 75.1753 71.0097 17.5821 11.3573 12.3659 13.3639 11.8588 9.53427 6.22434 66.4614 20.8703 62.8283 10.667 14.9578 9.21943 8.36733 14.9496 10.425 11.0781
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is_linear=0
shrinkage=0.0227381


Tree=391
num_leaves=112
num_cat=0
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split_gain=8.65598 8.94686 9.57147 8.58115 8.11099 9.34017 8.25113 7.96594 13.1248 9.37626 11.5157 10.1091 10.4883 9.18359 8.96752 16.0766 11.4639 11.0436 8.20644 7.79441 9.02306 8.25712 7.39929 12.1461 9.74318 9.52817 7.97751 9.47535 9.44483 7.93971 7.84137 7.76601 7.37372 7.33868 11.85 8.14054 7.3752 7.31044 7.46783 9.41093 9.38296 7.29346 10.66 11.2368 8.88228 10.3399 10.2542 7.27402 7.27318 7.19929 7.19371 6.97458 11.1934 7.09054 6.89128 11.2184 9.99587 6.86184 6.79538 6.7785 6.74003 7.36009 6.70223 6.69606 6.60387 6.52163 6.6423 6.48649 6.46347 6.41696 6.34853 6.23439 8.361 6.21102 6.15064 6.00895 5.89898 5.89284 5.7231 5.59506 5.58619 5.57929 5.53806 5.41486 5.38384 5.04436 4.98522 4.73769 4.72665 4.42584 5.16659 4.14602 4.1236 5.47361 4.47491 4.20543 4.08709 4.0059 3.95261 3.90689 3.90137 3.73528 3.67206 3.54666 5.03047 3.39212 3.27078 3.23655 3.18014 3.1065 3.10292
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decision_type=8 10 2 2 2 2 2 10 2 8 10 2 2 8 10 8 8 2 8 8 2 2 10 10 2 2 8 8 10 2 2 2 8 2 2 2 2 8 8 10 10 8 10 2 8 8 2 8 2 10 2 8 10 8 10 8 10 8 8 10 10 10 2 10 2 2 10 10 2 10 10 8 2 2 2 2 8 10 2 8 8 10 2 10 10 10 8 8 2 2 2 2 8 10 2 2 2 2 10 2 2 2 10 2 10 8 10 2 8 10 2
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is_linear=0
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Tree=393
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split_gain=9.15183 11.9312 11.8332 10.1879 9.89804 9.86794 12.1701 11.2534 9.58993 9.3521 9.39586 14.9414 11.4469 12.866 11.5317 10.6612 9.28492 9.13443 11.8069 9.17548 13.2368 11.9794 12.5327 11.3529 11.2551 10.1782 9.89427 9.47831 10.516 16.7713 9.10279 10.1854 10.3849 10.6003 9.65246 9.9524 11.5808 9.2947 9.06092 8.95929 8.94768 9.21809 8.91031 11.9598 8.89454 16.7924 8.85609 9.03675 10.3809 10.5882 11.0583 8.81638 8.78883 14.7254 9.10011 8.52947 8.5288 9.96037 8.5138 8.85149 8.74637 9.77326 8.45433 8.35885 12.663 8.27829 8.26846 8.18455 8.05086 8.03033 11.7293 7.89592 9.34769 7.88606 10.6963 16.35 7.86565 8.24647 10.4832 8.35545 7.79685 7.74564 7.68969 7.71272 7.67716 7.61974 11.833 8.34523 7.58045 7.56427 12.0318 9.78459 9.42175 7.55581 10.737 7.54894 7.541 8.12268 7.42482 7.39936 7.36994 9.38687 10.1749 8.27988 7.93247 8.51931 7.26756 11.0716 9.5427 7.21113 7.15401
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decision_type=2 2 2 2 10 2 2 2 10 2 2 8 8 2 2 2 2 2 8 8 10 8 2 10 2 10 8 10 2 8 10 2 2 10 2 10 8 2 8 10 8 2 10 2 2 10 2 10 2 2 8 2 2 10 10 2 2 10 8 2 10 8 8 2 2 2 10 2 2 10 10 10 10 10 10 10 2 2 2 2 2 8 2 10 10 10 10 2 2 10 8 10 8 8 10 8 2 2 2 2 8 10 2 2 2 2 2 8 10 2 2
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is_linear=0
shrinkage=0.0227381


Tree=394
num_leaves=112
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decision_type=2 2 10 8 8 10 10 2 8 2 2 10 10 10 2 10 8 8 10 8 8 2 8 8 2 2 8 10 10 8 2 2 2 8 2 2 2 10 8 8 8 10 2 10 8 10 2 8 2 2 10 10 2 2 8 2 10 10 8 8 8 10 10 2 8 10 8 8 8 2 2 10 2 2 10 10 8 10 2 2 2 8 10 8 10 2 2 2 8 2 2 10 2 8 10 2 8 10 8 10 2 10 10 2 10 8 10 10 2 8 8
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leaf_count=560 265 2116 71 465 450 316 2479 2957 389 431 147 869 356 242 600 700 420 92 127 260 119 150 158 242 811 222 2270 535 152 160 105 202 4228 29867 407 1522 131 217 27381 1302 1337 1590 451 715 4357 3524 691 8386 2335 718 170 2067 535 1451 572 742 843 127 1444 515 3223 29723 248 4576 226 470 1912 1361 2015 672 281 310 135 672 152 130 2508 131 735 1221 1521 157 585 336 333 167 2401 372 440 495 270 124 358 17795 406 90 522 147 489 177 408 260 1176 814 141 260 216 96 273 2057 362
internal_value=0 -0.000261561 0.00120144 0.00139738 -0.00116423 0.00561077 -0.000164914 0.00162204 0.0040751 -0.00178178 -0.000992223 0.00552181 0.00684454 0.00554205 0.00668501 0.00442012 0.010435 0.00409862 0.0182689 0.00207987 0.00152269 0.0051052 0.00665404 0.00873901 -0.00470451 -0.00964165 0.00981152 0.0110997 -0.000896716 -0.00599679 -0.00678834 -0.00433783 -0.000377481 -0.000872543 -0.00127117 0.0023706 0.00366057 -0.0016277 -0.00194331 -0.000919733 0.00211533 -0.00350488 0.00698626 0.00213417 0.00779104 -0.000991978 0.00239034 0.000425885 0.000781151 0.00550758 0.00835595 0.0097491 0.000405694 0.00243824 0.0081679 -0.00298909 0.00185096 0.00626569 0.00580344 -0.000387812 0.0024878 -0.00107045 -0.00445453 0.00141349 0.00566046 0.0151983 -0.00138739 -0.0016306 0.00475492 0.00246157 0.0105633 -0.00283854 0.00307043 0.000526935 -0.00399167 -0.00467634 -0.00539713 0.000922637 0.00207047 0.00701275 0.000946281 0.0134707 0.0216612 0.00338828 0.00848965 0.0146519 0.00167191 0.00203467 0.0102045 -0.00453039 0.00973316 0.0132979 0.00286122 0.00174893 -0.0134152 0.0226741 -0.00466846 0.00544777 -0.00373485 -0.00255518 0.000596776 0.00225469 0.00420937 -0.00914281 -0.00292671 0.00661515 -0.00577332 -0.00718057 0.0036433 -0.00908697 -0.010292
internal_weight=0 10172.7 2975.5 2903.4 609.539 116.779 10033 1060.53 544.655 107.491 515.873 437.165 370.346 343.908 314.399 112.069 50.6002 63.6497 26.4384 2293.86 1948.01 345.844 300.904 234.735 152.227 74.5877 222.394 202.975 66.1693 72.103 139.749 57.4143 8972.44 5550.99 4948.04 602.956 522.567 4513.35 4167.83 222.437 158.1 1569.11 300.131 345.515 290.904 2598.72 434.69 3421.45 3105.06 219.856 172.05 162.332 2885.2 805.11 113.054 316.39 116.591 73.4018 166.481 2080.09 394.692 1685.4 47.8058 692.057 18.6093 28.6552 179.034 161.955 272.735 204.31 68.4251 492.759 78.1246 77.6396 414.635 394.952 374.991 71.4256 1795.79 123.36 68.6916 54.6682 24.7151 29.9531 45.9426 40.2148 1672.43 1572.3 43.0463 117.085 77.0615 20.6833 31.4699 1529.25 62.7787 21.6843 44.9395 44.87 100.127 403.804 175.94 161.244 142.89 59.9252 19.4197 38.3955 199.799 175.6 24.1998 115.147 109.892
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is_linear=0
shrinkage=0.0227381


Tree=395
num_leaves=112
num_cat=0
split_feature=14 5 218 178 217 58 122 141 67 124 152 191 202 153 199 186 188 221 206 207 46 214 203 152 143 207 43 181 152 188 41 181 68 70 89 125 181 214 152 216 39 90 231 179 218 213 233 65 185 217 206 206 228 220 221 230 18 75 188 5 49 122 155 194 24 206 185 134 185 213 130 41 180 180 8 78 193 150 133 95 39 194 144 141 206 180 123 162 233 134 44 144 130 228 231 202 207 202 221 41 185 8 59 227 44 178 179 181 26 184 196
split_gain=7.08084 12.6078 8.85024 11.0777 8.02031 7.99844 8.29435 8.65486 9.7683 9.03775 7.93018 9.31925 8.66031 8.10358 7.92855 7.90188 7.78484 7.69841 7.6882 6.96742 8.82911 11.5399 8.83347 9.20733 8.95932 8.75804 10.2045 10.6903 9.29273 8.39007 14.1003 10.7077 7.64313 7.31527 7.05181 6.85862 7.6478 6.81802 6.68606 7.66775 6.67883 6.61232 10.9797 11.7402 8.14416 7.82249 8.6611 9.50397 7.56317 7.51331 10.9738 9.58004 6.93031 8.02967 6.58679 6.57956 6.47547 11.0499 9.55752 6.29726 6.28263 12.3241 6.6212 6.27073 6.20716 6.33087 6.15545 6.13071 6.03035 5.85358 5.7952 5.75436 5.60591 9.57628 5.68369 5.54753 5.54752 5.66364 6.36138 5.51661 5.40172 5.39016 5.15897 5.08094 5.07449 5.07041 5.0455 5.03693 5.00173 4.98022 4.93929 4.91118 4.87258 4.68639 4.59291 4.544 4.50138 4.82035 4.66726 4.47443 4.46261 4.44775 4.42493 4.3252 4.08169 4.08065 4.07761 4.02218 5.53311 3.95094 3.92833
threshold=0.041006000000000008 373725.00000000006 0.00060807322734035562 0.13484848484848486 -0.014394030440598725 0.9769500000000001 0.049999787879689832 0.18420730896439896 0.014750000000000001 56.483230663928822 450001.12500000006 11.500000000000002 -0.057402636855840676 1845022.5000000002 441263.7927609891 21825.022500000003 0.58656532015470575 -0.0025631585158407684 -0.075228948146104799 1.0000000180025095e-35 0.098350000000000007 -0.027954258024692532 -0.078080482780933366 118981.43100000003 -2847.4999999999995 -0.0023965473519638176 0.070750000000000021 398450.10000000003 113784.88875000001 0.97073101085094249 0.094144144510634811 32785.125000000007 1.0000000180025095e-35 0.010650000000000001 1.5000000000000002 9.0472279260780315 93168.750000000015 0.013997756876051428 585491.33025000023 0.00041746131319087004 0.61779198566041982 1.0000000180025095e-35 0.0022895541042089467 1.2499968432988222 -0.024729226715862748 0.013816819060593845 -0.0022742130095139142 0.049950000000000008 -3692.6963739669413 -0.010787473525851963 0.013782610651105644 -0.0004293608217267319 0.0067417460959404716 0.0098302564583718794 0.0082100392319262045 -0.017474773339927193 -1640.4999999999998 0.21000000000000005 0.92888748419721889 346950.00000000006 0.42875000000000002 0.042501411020111839 1.0000000180025095e-35 0.08631332481907196 1.0000000180025095e-35 1.0000000180025095e-35 1104.1094507786431 0.36811163810876929 1952.7721192722372 0.011668640188872816 0.53888123386050346 0.58761389844191791 10970.006785714288 24260.283750000006 576603.00000000012 0.42710000000000009 4.5000000000000009 -133.49999999999997 0.047286384950642434 1.0000000180025095e-35 0.19893583121904088 0.021818470326880359 -1325.4999999999998 0.063590304850775131 0.0095020127482712286 7227.3600000000006 0.83472360532494949 0.96605118655344902 -0.0051055916119366876 0.55247611132650376 0.96645000000000014 -57.499999999999993 0.62621868838458095 -0.004831246566027402 -0.0032237463165074583 0.12925375998020175 0.021428195759654049 -0.053804777562618249 -0.020999920554459092 0.4232499817743009 52.361197291081012 238515.75000000003 0.73540000000000016 0.010873654857277872 0.97935000000000005 0.45643939393939398 0.79212073715583464 102327.00000000001 9.5000000000000018 537931.02857142861 0.93229701050746883
decision_type=2 2 2 8 2 8 10 2 8 2 8 8 2 10 10 8 10 2 2 2 10 2 2 10 8 2 10 8 10 10 10 10 10 8 10 2 10 2 8 2 10 10 2 8 2 2 2 10 10 2 2 2 2 2 2 2 2 8 10 2 10 10 8 10 2 2 8 8 8 2 10 10 8 10 10 10 10 10 10 2 10 8 8 2 2 8 10 8 2 8 10 10 10 2 2 2 2 2 2 8 10 8 8 2 8 8 10 8 2 8 8
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internal_weight=0 13128 13074.4 529.954 98.5036 39.5719 33.4999 27.1121 58.9317 12544.4 10602.2 809.96 776.788 9792.27 7358.73 1161.65 311.866 6197.08 1803.09 4393.98 849.783 2433.54 1770.12 892.057 663.422 612.505 878.065 1942.17 389.687 186.097 1552.49 413.921 94.3808 203.589 79.5344 1138.57 85.9608 72.899 124.055 114.554 26.0475 60.593 802.309 319.54 266.865 52.6751 26.4753 750.312 50.9172 136.975 431.45 59.8943 371.556 35.9805 37.3822 133.422 33.1723 100.137 33.7 668.887 22.4216 21.1112 613.337 336.258 250.81 85.4484 22.2459 53.4869 334.174 79.9282 39.3843 254.245 32.2506 40.5439 53.6648 66.4366 38.8713 221.995 23.9138 49.3031 13.6045 20.0603 45.3507 14.9606 32.9093 15.688 21.7049 33.7878 9.37013 15.6316 13.0618 42.1639 8.81714 10.8437 28.2165 38.8422 14.2756 18.3105 3.95245 12.3348 6.38775 10.9264 9.50114 11.411
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is_linear=0
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Tree=397
num_leaves=112
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split_gain=7.44575 6.88068 8.14114 8.74461 12.8661 8.68534 10.276 12.6209 11.469 12.3814 10.0578 11.1035 13.4278 10.8276 12.0268 11.6393 9.63976 15.0573 9.58237 8.62603 11.8836 8.65062 10.823 9.81933 8.7705 8.62323 7.91687 7.86872 7.61532 7.57547 8.2805 7.51363 7.81368 7.50277 15.0062 10.9405 14.1678 16.5784 9.27694 13.1352 10.4894 13.0128 9.09323 9.88927 10.6044 10.5662 9.58301 8.99782 11.0276 9.27339 10.8449 8.82275 8.66899 9.0529 10.432 9.38289 8.55035 8.66023 8.54953 9.58128 8.47966 8.33042 8.24914 8.11565 9.22411 7.82275 8.57436 7.73599 7.46402 8.00769 7.28994 12.2306 7.9499 7.19026 7.05329 7.00523 6.97643 6.97418 6.62203 6.60946 6.60685 6.56358 6.51833 6.49509 6.45813 6.38309 6.36602 6.33032 6.2565 6.01885 5.68553 6.39606 5.57283 5.28155 5.09636 4.74272 4.40145 5.09577 4.93731 4.35004 4.29394 4.75648 3.93505 3.8666 3.50944 3.44773 3.352 2.82012 2.68176 2.38844 2.35944
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decision_type=2 2 2 10 10 2 2 2 10 10 2 2 8 10 2 2 10 10 2 2 8 2 8 2 2 2 2 2 10 8 2 10 2 2 2 2 8 8 10 10 10 2 2 2 10 10 2 2 10 10 2 10 10 2 10 2 2 10 8 10 10 10 8 10 2 2 10 10 8 2 8 2 8 2 2 2 8 2 2 2 8 10 2 2 2 10 2 2 2 2 2 8 2 2 2 2 2 10 2 2 2 10 10 2 10 10 10 2 10 8 10
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is_linear=0
shrinkage=0.0227381


Tree=398
num_leaves=96
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decision_type=8 8 10 8 2 8 10 10 2 2 2 10 2 10 2 2 10 10 10 8 8 2 8 2 2 2 10 8 2 10 2 10 10 2 10 10 10 10 2 2 10 10 10 10 8 2 2 10 2 8 8 2 2 2 2 2 2 8 2 10 2 10 2 8 8 2 2 8 2 2 2 2 2 10 2 2 8 8 10 10 10 2 2 2 2 8 10 2 10 10 8 10 8 10 8
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leaf_count=98 71 91 11349 379 636 4887 1106 1180 4398 1184 766 539 105 161 234 87 9649 490 91 11328 464 320 393 95 712 1956 6251 1397 4124 501 1458 4914 326 12970 4937 3018 21438 8124 9152 222 29178 1582 2643 103 5316 106 326 459 502 2815 3993 90 1933 2264 145 98 90 2647 624 155 281 236 138 85 349 115 215 90 161 80 2273 294 165 149 161 558 6479 115 148 108 82 126 82 96 893 202 46 95 48 78 134 101 87 290 137
internal_value=0 6.50761e-08 4.95127e-05 -0.000694987 -0.00282588 0.000154533 0.00167573 0.00504052 0.0072936 0.0137759 -0.00111477 0.00387715 0.000458823 -0.00105795 0.00471841 0.00692434 9.06152e-05 -0.00418034 -0.00142899 -0.00153068 0.00171461 3.63693e-05 0.0120384 0.000518199 0.00288069 -0.000302174 -0.00234165 0.00039683 -0.0034936 0.00356788 0.000461188 -0.000788147 -0.00197984 -0.00117679 0.000875717 0.00248759 0.000659256 0.00499641 0.000347629 0.00496112 0.000121301 0.00143451 0.00264202 0.000881766 0.000557244 0.0100601 -0.00553076 0.00218101 0.00418644 0.00634765 -0.00793018 -0.0059671 -0.00234681 -0.0024755 -0.00785316 0.00626208 -0.00387464 -0.000104455 -0.00491491 -0.00787948 -0.00372828 -0.00352256 0.00283865 0.00696957 -0.00501551 0.0175472 0.0176112 -0.00658158 -0.0101609 -0.0102197 -0.00677386 0.00566459 0.00538796 0.0042862 0.0142139 -0.00651377 -0.00859927 0.0151532 0.0111957 0.0146166 0.0118261 -0.0107124 0.00177707 0.018821 -0.0127667 -0.0156496 -0.0154624 0.0190691 -0.0106724 -0.0126592 -0.000511967 -0.00677779 -0.0125563 -0.0140962 0.0222092
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is_linear=0
shrinkage=0.0227381


Tree=399
num_leaves=112
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split_gain=11.1353 12.3528 10.2925 9.57884 8.92095 8.8001 10.1989 10.3701 12.0255 10.1411 9.72233 9.67701 9.91414 9.22344 9.03871 8.48975 12.7278 9.6915 9.18456 8.18578 8.14331 10.1775 10.3748 14.4776 7.86801 9.53302 9.33823 7.84815 10.0948 9.85826 9.65865 9.63651 10.3426 9.62975 10.3996 9.49164 8.59376 8.36811 8.35211 8.0201 7.75334 7.69916 9.21937 8.65207 7.46184 7.43883 7.70172 8.27139 7.31173 7.26767 11.2807 7.20803 7.04388 9.25599 10.9635 8.7298 8.84684 7.59712 7.11952 7.03091 6.93807 7.73426 10.7492 10.5831 9.35968 10.2962 9.55798 8.62292 13.2039 9.55192 9.41028 8.64294 8.12518 9.2116 7.86562 7.71477 7.41221 6.9134 13.0579 6.76475 6.60266 8.13619 6.5358 6.68689 7.86488 7.57465 6.50319 7.84909 6.46398 6.41814 6.40144 6.37626 6.3429 8.58241 6.29967 6.50131 6.26051 10.824 8.54114 6.14891 6.09917 6.68117 6.08912 9.32851 7.6811 6.08874 6.07832 6.0384 5.95028 5.89396 5.55791
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internal_weight=0 13128.2 13090.5 606.704 173.856 432.847 12483.8 2089.83 1410.45 1322.32 606.294 355.342 679.384 486.016 396.267 193.368 334.004 716.029 229.216 486.813 10394 2154.14 78.6754 88.1231 8239.83 4297.44 3600.39 3195.56 697.051 316.757 404.827 3942.39 3557.84 3118.49 151.868 71.1751 45.379 30.7413 384.552 380.293 2075.46 1003.7 1071.76 1009.36 166.472 49.9202 116.552 807.341 40.4822 144.105 133.94 250.952 361.874 62.4037 26.6075 439.344 392.365 332.08 296.298 86.8575 209.44 62.2633 196.364 123.188 89.7485 82.0267 60.2851 57.5609 35.7824 44.5676 33.2964 14.6378 54.7075 23.9006 21.9881 7.72179 37.6932 22.6778 34.733 16.948 11.2231 10.1651 18.409 26.8955 13.5631 10.752 24.5593 33.674 29.4474 6.86667 27.8663 23.3537 25.6769 5.74922 16.2102
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is_linear=0
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Tree=401
num_leaves=112
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split_gain=7.69137 8.16749 8.68937 8.27992 11.6135 10.7571 16.876 10.3736 8.84521 12.2712 14.4179 10.9713 11.8521 10.5615 10.3848 9.96821 10.2149 9.49019 9.45446 10.6341 9.5066 9.38845 10.3323 9.3738 11.8321 9.24142 8.77403 8.74531 9.12913 8.72274 8.7047 8.66076 10.4771 11.4753 7.98677 9.30908 8.87116 8.42833 13.9548 8.88966 7.76437 7.7467 7.5317 8.65513 7.10226 6.77125 8.09847 6.4817 12.7302 6.56508 7.97388 6.8042 10.9852 6.24563 6.22404 6.21443 9.12061 8.07998 7.45882 8.51086 6.92714 6.20202 6.38041 6.17062 7.82161 7.67853 6.09577 7.14128 6.09004 6.05421 7.03465 6.01512 5.9784 6.71869 5.93306 5.83929 5.54352 6.05307 5.41249 5.40144 5.31898 5.31397 5.20416 4.99282 4.98583 4.92469 5.70981 4.92068 4.8743 4.82044 4.55224 4.65457 4.61545 4.43954 4.39053 4.2743 4.08624 4.0855 4.00777 3.55027 3.52808 2.98411 2.9766 2.83771 2.65651 2.473 2.71098 2.40484 2.24432 2.00898 1.91519
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decision_type=10 10 10 8 10 2 10 8 2 10 2 10 10 2 10 10 10 2 2 2 2 2 2 10 2 10 10 2 10 8 2 2 10 10 2 10 8 8 10 10 2 2 8 2 2 8 2 8 10 2 10 2 2 2 8 10 2 2 8 10 8 10 10 2 10 2 2 10 8 2 2 10 2 10 2 2 2 2 2 10 8 2 2 2 2 10 8 2 2 2 8 8 8 2 2 2 2 2 2 8 2 2 8 2 2 2 2 10 2 10 8
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internal_weight=0 13133.1 197.833 12935.3 2571.23 2437.62 743.221 526.477 10364.1 8033.63 3856.35 1785.17 202.507 2071.18 4177.28 1692.38 117.583 3961.55 3849.65 312.95 3536.7 1582.66 937.31 2330.45 338.445 1574.79 645.354 489.556 412.004 134.453 1992.01 215.737 46.7053 24.3249 1972.62 239.98 43.6079 1732.64 1189.47 543.171 196.372 94.1652 45.6946 40.2999 216.744 83.3499 57.669 1694.4 199.442 1494.96 94.3626 1400.59 153.694 36.9207 22.9366 292.75 89.9794 67.5716 202.771 87.1026 115.668 37.2942 29.5145 378.801 260.395 118.406 174.423 106.794 77.5521 181.517 154.147 29.8615 133.614 34.9083 67.6293 1246.9 98.7056 27.2915 68.0535 35.2265 24.9809 64.501 103.667 111.899 25.0185 169.032 162.395 62.4149 27.3699 33.5065 41.2526 25.2261 16.0265 21.4021 90.497 25.5487 19.3889 71.4141 14.6363 15.6144 25.6809 22.2468 22.4078 22.3804 19.5695 51.8446 14.3741 11.4045 20.3747 58.5104 20.1551
internal_count=200895 200743 4680 196063 34130 32402 9452 6852 161933 116899 58035 25354 3249 32681 58864 26887 1623 55113 53477 3100 50377 22105 12545 45034 5602 25264 9560 6348 5342 2261 39432 3751 843 394 38939 4539 1007 34400 22803 11597 3532 2311 805 628 2600 2185 1474 22950 2632 20318 1370 18948 1978 504 323 4797 1424 1112 3373 1325 2048 967 812 5794 3820 1974 2363 1429 1006 2175 1862 750 1728 300 934 16970 1428 384 988 425 311 620 2369 1636 269 2908 2795 1555 313 539 814 561 253 326 1310 667 493 1044 381 170 711 196 312 449 262 782 207 286 507 1468 511
is_linear=0
shrinkage=0.0227381


Tree=402
num_leaves=112
num_cat=0
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decision_type=10 8 8 10 2 8 2 2 10 2 10 8 2 10 2 8 8 8 2 2 10 2 8 2 10 8 10 8 2 10 2 10 2 10 2 2 2 2 2 8 8 2 10 8 8 2 2 10 2 2 2 2 10 2 10 2 8 8 10 8 10 2 10 2 2 10 2 2 10 8 2 2 2 2 10 10 2 2 8 10 2 10 2 10 10 8 10 10 8 8 10 10 2 2 8 10 2 8 8 8 10 10 10 2 10 8 10 2 8 2 2
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leaf_count=68 291 2296 1308 778 387 4511 205 3487 333 258 390 1417 244 230 1015 181 2591 2547 688 2883 321 924 414 345 944 1205 1045 139 480 339 307 226 439 250 1925 183 877 13417 381 763 2529 940 355 3831 2836 479 260 26272 211 1539 1501 170 1732 429 464 192 1609 616 507 138 327 800 82 1060 2163 154 341 26827 15851 796 1420 2866 338 630 430 1551 289 716 242 651 471 400 3008 849 836 3705 643 181 661 723 1056 5047 4148 175 1618 140 1706 4452 3894 1907 88 216 99 95 354 5929 130 168 962 1822 122
internal_value=0 -0.000152828 0.0010386 -0.00104072 0.00697025 -0.00186886 -0.00325982 -0.00840974 -0.00150257 0.00200129 0.00504381 0.00630272 0.00383613 0.0132855 0.0165738 0.0205069 0.00629667 0.00112263 0.00487866 0.0016102 -0.00106195 0.0024732 0.00290149 0.0116068 -0.00191343 -0.00647317 0.000324878 0.00660213 -0.00216447 0.00305523 0.000419786 -0.00044949 -0.000484221 -0.000730664 -0.000770729 -0.0013572 0.00764851 -0.00155806 0.000234491 -0.00254943 0.000857237 0.000567261 0.00684825 0.000552583 -0.00302116 0.00776976 0.012463 0.00112447 0.00301632 -0.00327442 0.00144588 0.00229681 0.00358611 0.00802238 0.0103904 0.0133509 0.0013631 -0.00193381 -0.00544454 0.00666708 0.00479147 0.00919541 0.000601347 -0.000802714 -0.00293715 0.00515476 0.009177 -0.00084225 -0.000576123 -0.0045452 -0.00211361 -0.00542409 0.0103374 0.00690814 0.0103562 0.0134092 -0.0100197 0.00915467 0.00248288 -0.000263804 0.00107999 0.00757152 0.00355084 0.00390546 0.0051456 0.00615678 -0.00150549 7.62447e-05 -0.00459219 0.0164587 -0.00312905 -0.00417304 -0.000770624 0.000213814 -0.00431225 0.000969429 -0.00127251 0.000480904 0.00290342 0.00209894 0.0172532 0.00369248 -0.00129889 -0.00249482 0.000962458 -0.0049382 0.00814096 -0.00573106 0.0010522 -0.00759106 0.0098666
internal_weight=0 11297 2454.43 776.516 66.7759 709.74 554.67 132.831 421.839 1677.91 366.853 340.574 261.52 79.0548 66.679 55.3821 203.822 1311.06 248.104 1835.8 447.669 1388.13 1316.92 49.8754 423.213 133.99 289.223 78.0937 211.129 89.4454 50.426 70.6864 8842.57 7846.1 7833.12 4945.05 100.931 4844.12 2888.07 523.079 2364.99 267.804 76.1137 2274.05 308.621 90.9368 57.804 1965.43 155.07 59.7894 996.475 849.04 651.733 210.073 176.961 133.467 441.659 197.307 130.711 122.875 66.5956 105.613 43.4942 318.784 237.907 80.877 51.5954 3336.9 3162.87 57.6975 191.691 174.028 24.4563 95.2807 70.4328 60.0342 125.231 29.9049 1267.05 356.537 313.052 72.1442 910.513 888.118 668.62 580.939 87.681 219.498 94.7967 38.5015 1507.22 1040.16 467.06 1062.95 146.278 916.675 425.899 362.137 490.776 463.267 22.1093 124.701 33.1328 391.934 164.452 227.482 17.809 255.275 55.7372 199.538 19.5762
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is_linear=0
shrinkage=0.0227381


Tree=403
num_leaves=94
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decision_type=8 8 2 10 2 10 10 2 8 10 10 2 10 2 8 2 8 8 2 8 8 2 10 10 2 10 10 2 10 2 8 2 2 2 2 10 2 2 2 2 10 2 10 2 8 10 8 10 10 2 8 10 10 2 8 10 2 10 10 10 2 10 8 10 10 10 2 10 8 8 2 2 10 2 2 2 10 2 10 8 2 8 10 2 2 2 10 2 2 10 10 2 10
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is_linear=0
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decision_type=2 10 2 2 2 10 2 10 8 8 2 2 10 10 2 2 2 2 10 8 2 2 2 10 10 10 10 2 2 10 2 8 10 8 8 10 10 10 8 2 2 2 2 2 8 10 10 10 10 2 2 8 10 8 8 10 10 10 2 10 2 10 2 2 8 10 8 8 10 10 2 10 2 10 2 8 2 2 10 2 10 8 2 2 10 10 2 2 8 10 2 10 8 8 10 8 10 8 8 2 10 2 2 2 8 2 10 10 8 2 2
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is_linear=0
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Tree=406
num_leaves=112
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decision_type=8 2 8 10 10 8 8 8 8 8 10 8 10 10 8 8 8 10 2 10 2 10 8 8 10 8 2 10 2 10 8 8 8 10 10 10 10 8 2 10 2 10 2 2 8 10 2 8 8 8 2 8 2 8 8 10 8 2 8 8 2 8 2 2 2 10 10 2 8 2 2 2 2 2 2 8 10 2 8 2 8 2 2 10 2 2 10 10 2 10 2 10 10 8 10 2 10 2 2 2 10 10 2 10 2 10 2 8 2 8 10
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leaf_count=378 140 2204 1140 2230 3889 1329 1951 408 634 328 1254 1319 198 487 3918 354 913 927 428 447 146 186 668 245 1398 764 425 335 706 207 3433 362 958 373 1042 2512 1268 1723 2732 251 2574 318 725 386 214 1511 1942 2824 2811 656 5543 2625 1593 8278 25343 1180 42220 22989 129 1078 331 341 584 953 701 234 507 136 2816 304 792 216 223 163 3828 90 347 676 1045 401 199 587 800 149 1050 352 106 340 54 68 244 221 181 329 101 192 476 581 1422 571 159 694 227 291 3215 508 873 205 158 1718 707
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shrinkage=0.0227381


Tree=407
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is_linear=0
shrinkage=0.0227381


Tree=409
num_leaves=112
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split_gain=7.91651 10.1653 10.0176 9.6967 8.38523 9.65352 12.0946 9.99375 8.85978 14.47 8.7204 8.22515 10.4387 10.3485 9.62267 9.11349 10.7315 8.2168 8.20549 11.6211 8.07005 8.05336 7.86508 13.1713 7.81188 8.03302 7.72403 8.52605 7.69493 7.53895 7.52239 7.44362 8.93718 7.44357 7.37263 7.31105 11.5531 10.9699 8.89322 10.8016 8.22714 7.51047 7.9619 7.82793 7.74309 7.25293 7.01933 6.87447 9.63874 12.1155 9.18671 9.4734 9.04837 9.96926 9.29206 8.81972 9.46875 9.22851 8.18571 7.57834 7.06808 6.80088 6.76546 7.6643 7.72793 9.41188 13.8771 11.2141 11.1489 7.98637 7.89115 7.11801 8.16474 14.9467 13.3762 10.7064 13.8576 10.3438 9.51807 9.05645 8.75732 11.3745 8.66221 10.7216 9.94221 8.51363 8.30372 6.8476 9.33346 8.20613 6.7623 7.91301 6.74619 6.7384 8.78804 10.0244 6.82343 6.729 6.72091 7.01232 12.0284 8.31856 6.59193 6.78695 6.57053 8.49374 6.552 6.51628 6.47021 12.1784 7.47082
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decision_type=10 2 10 8 2 2 10 10 8 10 2 2 2 10 10 2 10 10 2 8 2 2 2 8 10 10 8 2 2 2 8 2 2 10 10 2 2 2 8 2 10 2 10 10 8 8 2 2 10 2 8 2 2 10 2 2 8 10 2 2 10 2 2 8 2 10 2 2 10 2 8 10 10 8 10 2 10 2 8 8 10 8 10 2 10 2 10 2 8 2 10 8 2 8 2 2 2 2 2 8 8 2 2 8 2 10 2 2 2 10 2
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is_linear=0
shrinkage=0.0227381


Tree=410
num_leaves=112
num_cat=0
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split_gain=8.30824 6.65066 10.2105 13.036 8.39046 9.01496 8.36176 10.27 10.1331 11.2357 10.3826 8.75784 10.3686 8.84474 8.63573 8.37492 8.11659 10.5992 9.00043 8.7525 8.25326 7.788 8.41385 7.90996 8.34941 13.0475 8.01831 10.0261 12.6495 10.205 8.47565 9.41161 8.25551 8.73719 7.66545 7.62641 10.6872 7.61331 7.59667 9.66022 10.603 9.39659 8.9614 8.95317 8.85801 12.8636 8.80835 8.75269 11.1761 9.28959 10.8319 9.76955 8.8576 8.80823 8.67509 8.33705 8.30606 7.92215 7.66356 7.59599 10.0248 7.50138 7.46942 9.69721 7.45736 7.47524 7.31133 9.00354 8.09591 7.26261 7.23918 7.21154 7.17959 7.15519 7.00708 6.97915 8.60072 8.40968 6.87036 6.82208 6.71685 6.57456 6.56065 6.54138 7.20928 10.7802 6.94114 6.5155 8.31988 7.54059 6.44201 6.33666 6.33582 6.29533 6.188 6.03584 5.96773 7.10099 5.92847 5.85615 5.82066 5.79623 5.76954 5.65505 5.59532 5.53031 5.47226 5.35942 5.25498 5.19903 5.14934
threshold=0.52437833734890771 1.0000000180025095e-35 0.98985000000000012 1415.5000000000002 -0.01735854800790548 0.01022223522886634 0.02181467600166798 163638.28350000002 40.500000000000007 0.67815000000000014 0.18952282845873403 0.038450000000000005 0.00035358616150915628 -0.009406206198036669 13.500000000000002 1.0000000180025095e-35 0.90447753448335955 0.0081490000000000017 -0.021086413413286206 -14946.499999999998 1.0369984585111118 1.5000000000000002 0.7163286385707851 0.99999778592260746 0.49141373869057109 8.59000684462697 29539.603677453542 8645.9737500000028 0.01046388875693083 0.022883350960910324 0.64715337901823411 22321.537500000002 0.0046632294543087491 0.0076685075182467708 0.13455000000000003 12679.125000000002 38083.674073660724 0.055250000000000007 635.50000000000011 0.83471946295526833 2570.5000000000005 1.5000000000000002 0.0033314999999999005 66342.214285714304 0.0054345105309039363 -448.97916666666657 0.012458355242923618 1.0000000180025095e-35 0.0067056871484965095 -1536.4999999999998 -0.0053092588204890481 -2372.4999999999995 25.500000000000004 -0.011954442132264374 -570.94999999999993 -0.0027393476339057084 -2639.4999999999995 0.38080001370174893 1.0772980981430775 7675.1541346673102 0.24380914200208362 28290.482189439816 -4419.4999999999991 66038.625000000015 -0.0329196099191904 245250.37500000003 -0.012881726957857607 7.5000000000000009 0.012569901067763569 98027.812500000015 -0.024729226715862748 -0.0014924712595529852 12.500000000000002 1.6049419597610128 -0.013729278463870285 248949.00000000003 0.018530869856476787 5357.2050000000008 -0.020925135351717469 27.500000000000004 0.094476081763054331 0.44304645054977077 -0.015741284936666485 -0.012722809333354233 -0.0036525604082271452 -313.9444444444444 -879.49999999999989 0.024580487050116066 0.0083798556588590162 0.019000920467078689 0.012678967323154213 0.11804629862308504 1.0553783336426956 122028.75000000001 0.027550000000000002 0.02039665282840766 0.32945736434108536 0.40923071315095516 -0.077487770467996583 0.077919538255272189 0.22464325276053024 0.02775 -0.0014044570853002367 0.53383676106520572 24131.250000000004 0.0032952098408713941 -1011.9374999999999 1.0735942676193515 0.14965000000000003 2570.5000000000005 -2070.4999999999995
decision_type=10 2 10 8 2 2 2 8 10 8 10 8 2 2 10 2 10 2 2 2 10 2 8 8 10 2 2 8 2 2 10 8 2 2 10 10 10 10 10 10 10 2 2 8 2 10 8 10 2 2 2 2 10 2 10 2 2 10 8 2 10 2 2 10 2 8 2 8 2 10 2 2 2 10 2 10 2 10 2 8 2 10 2 2 2 10 2 2 2 2 2 2 8 10 8 10 10 10 2 10 10 8 2 2 10 2 10 8 10 10 2
left_child=1 2 4 92 5 66 11 8 9 -8 -10 12 15 -14 -11 34 19 -18 -19 20 -13 22 62 26 25 98 27 28 75 30 78 -32 33 91 -6 104 105 -17 47 42 44 46 -40 -43 58 -46 -42 49 55 51 52 56 -51 80 -52 73 -24 -57 -41 60 -30 87 63 -3 65 -31 67 -1 81 -61 -34 -5 -15 -49 -55 76 -23 -77 -29 -35 -50 107 -27 86 102 90 110 88 89 -26 -86 103 -4 -81 -9 -66 109 -98 -25 -96 -21 -53 -85 -28 -7 -37 -70 -68 -2 -44 -64
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leaf_count=189 2016 127 388 214 691 317 476 133 382 581 198 2292 215 418 73 189 608 2717 1247 2234 351 3361 37625 180 1802 153 562 7169 1753 1654 4386 1339 116 86 98 272 83 162 277 18288 576 7489 1656 9376 10019 2474 1582 489 92 2504 5640 485 1369 256 1081 806 1455 986 3371 1921 383 548 332 484 1360 1395 1311 85 191 219 351 279 329 713 996 1595 1820 3344 11840 126 433 158 281 408 597 189 99 588 1062 318 552 86 113 508 96 511 4132 4788 1791 696 599 3809 302 136 226 174 267 269 129 1007 253
internal_value=0 0.000272895 0.00169746 0.010269 0.00127796 -0.00224521 0.00212529 0.0062618 0.0101371 0.013913 -0.000364969 0.00121441 0.0059925 0.0118641 0.0193438 0.000401218 0.000230033 0.00299905 0.00469159 -0.00162393 0.00202251 8.76993e-05 -0.000309779 0.000964414 -0.00228198 -0.00507102 0.00131173 0.00106473 0.00274385 7.62849e-05 0.000785627 0.00521891 0.00653228 0.00259914 -0.00508688 0.00380232 0.00953344 0.00816952 -0.000469755 0.000168183 0.000780555 -0.000935312 -0.00174217 -0.000333117 0.00176669 0.00371879 -0.00777482 -0.00127917 0.00204754 -0.00168232 0.000595533 -0.00238467 0.00406764 -0.00316023 -0.00164471 0.00500612 -0.00183993 0.00840873 0.00062012 -0.000849109 0.00302255 0.00203134 0.00310007 -0.00428827 -0.00367127 -0.000474789 -0.00487323 0.00558838 -0.00652017 -0.00361189 0.0145504 -0.000410113 0.0153711 -0.000314074 -0.00680124 0.00430893 0.00194431 0.00625308 0.000191916 0.00960187 0.00529111 -0.00909229 0.00695895 0.00449944 0.00631086 0.00290802 -0.00148149 0.00404227 0.00627723 0.0106125 0.00583364 -0.00303266 0.0193571 0.0130659 -0.000290004 -0.00751974 -0.00133349 -0.00050646 -0.00749548 -0.0032707 -0.00411494 -0.00651555 0.0113144 -0.00663214 -0.00327245 0.014452 0.00224762 -0.0110277 -0.00482706 -0.00505381 -0.00495435
internal_weight=0 13029.7 1490.93 60.1423 1430.79 274.643 1156.15 199.528 122.416 87.9888 34.4268 956.621 155.941 71.3583 56.3934 84.5831 800.68 318.969 274.033 481.711 196.168 11538.8 7943.13 3595.64 342.872 207.312 3252.77 3115.71 1148.84 1966.87 1659.55 188.088 137.06 99.5932 51.3049 82.031 43.6686 33.2782 7594.25 4250.8 3222.8 1176.37 1028 1089.46 2046.44 750.08 86.9049 3343.46 357.596 2985.86 703.987 2281.87 273.337 129.34 430.65 228.256 2027 136.173 1296.36 349.779 145.321 135.56 348.874 52.7279 307.324 173.16 192.612 23.3986 169.213 204.458 37.4671 31.4254 57.5231 92.0823 91.5698 799.061 368.304 430.757 1471.46 41.6918 37.7706 130.587 32.0749 296.146 226.94 143.17 69.206 121.255 102.658 66.5628 117.686 57.9013 28.7169 35.6237 77.1125 134.164 1001.36 827.239 175.237 65.8661 285.542 254.873 83.7706 47.0475 38.3625 35.3294 38.6265 112.476 158.686 174.125 57.1541
internal_count=201327 199182 19321 994 18327 3542 14785 2635 1710 1130 580 12150 2102 962 654 1140 10048 4572 3964 5476 2643 179861 127117 52744 6723 2405 46021 44050 14396 29654 24734 5725 1971 1504 789 1072 529 351 123774 65035 53175 19023 11860 16865 34152 12493 2158 58739 4771 53968 10594 43374 3873 1777 6721 2994 39080 1792 21659 4276 2136 4318 3343 611 4920 3049 2470 274 2196 2140 467 493 747 1202 1252 10120 5181 4939 19009 720 525 1738 434 2732 2048 1338 684 3770 3182 2120 1149 784 501 634 925 1871 11583 8920 1971 792 2833 4294 710 698 543 446 458 1580 2145 2663 585
is_linear=0
shrinkage=0.0227381


Tree=411
num_leaves=112
num_cat=0
split_feature=132 222 6 7 51 18 228 151 208 226 176 230 71 59 122 14 122 124 132 120 229 144 152 176 52 124 18 70 59 197 153 72 180 206 26 41 187 210 122 212 122 145 122 211 165 231 134 79 169 230 165 14 180 6 212 208 214 182 177 192 208 181 187 144 41 226 153 221 7 6 231 211 44 8 214 55 186 155 188 150 7 227 182 162 226 180 182 221 213 177 169 187 180 26 228 161 131 226 228 216 162 152 155 120 120 141 230 233 186 211 206
split_gain=9.0888 12.1534 7.80643 12.5497 12.328 16.2483 11.1986 11.0442 10.5417 9.25897 10.6795 10.4302 9.25378 9.88547 8.98326 12.0519 11.6457 14.1277 11.3531 11.2657 14.6345 10.5689 10.1171 11.2033 9.73391 9.41225 9.83368 9.85074 9.19836 9.12883 16.1244 9.19437 8.90749 8.72469 8.68915 10.2237 8.57481 8.54457 10.4691 9.85668 8.50001 15.4695 10.6249 12.6271 11.4346 10.1802 9.83428 9.39941 10.5044 9.37131 12.3445 9.59608 9.48191 13.3519 9.84547 9.36696 9.97431 9.31523 8.83965 8.56429 8.15735 8.01569 7.88934 11.6065 7.79814 7.75752 7.69197 7.62169 7.58013 7.52195 9.16208 8.31844 7.32361 7.25002 7.12888 6.92513 6.90956 6.77613 6.72257 6.6644 6.59333 9.12341 8.44159 6.41184 6.38557 6.35598 7.61882 7.71185 7.53834 6.20456 6.09619 6.00028 6.50207 6.56319 5.89186 5.65513 5.77642 9.00254 7.71829 5.57524 5.55537 5.55486 5.53294 5.46596 8.58437 5.29335 5.2713 5.22148 5.10658 5.07868 5.05001
threshold=0.28511641064140936 0.010715057142078878 1252320.7500000002 42077.250000000007 0.080150000000000013 -904.49999999999989 0.019292610697448257 1053.5000000000002 -0.034614833071827882 -0.0026494809426367279 8.5000000000000018 0.001785273081623018 0.029150000000000006 0.82685000000000008 0.046822949293228472 0.011311499999999952 0.039041335117747301 61.331964407939772 0.0099393719924091208 3.2796226698363911 0.00072880773223005246 -252.49999999999997 46962.46071428572 1.5000000000000002 0.030400000000000003 30.265571526351817 -4867.4999999999991 0.14185000000000003 0.72230000000000016 1.113787874304643 351060.36750000005 0.98335000000000006 19645.260000000006 0.049354977905750282 16.500000000000004 0.083089450992369959 0.93220122574055164 -0.0072809522971510878 0.029322393018106924 -0.0029134186916053291 0.049999656087035625 765.92010618343272 0.048584384204248786 -0.014896379318088291 0.19139194139194141 -0.012233877554535864 0.36572555897963183 0.046550000000000008 0.020005973715651139 -0.0058013556990772477 0.25265957446808512 0.0062200000000000007 24260.283750000006 891256.50000000012 -0.0015969848609529433 -0.012636244297027586 -0.0087391240522265417 -1650.3245614035084 0.3133928571428572 0.10880327163151099 0.054261211305856712 67500.843750000015 10.375735294117648 -65.499999999999986 0.6220741691655115 0.012177342083305122 2700022.5000000005 -0.012969215866178272 34580.250000000007 1412064.0000000002 -0.0080828308127820474 0.0075399610213935384 0.97785000000000011 288393.75000000006 0.0064567471854388723 0.030050000000000004 13167.787500000002 138362.62500000003 0.66724336793540961 101.50000000000001 30692.250000000004 -0.0026747621595859523 -777.96153846153834 0.99601227645218937 0.018218376673758033 17558.310000000001 -2249.7499999999995 0.021728140302002433 0.0073580357711762199 0.65301003344481623 0.11725175865800867 17.336477987421386 23235.795000000002 3.5000000000000004 -0.018973978236317631 0.88496064941356434 0.62447654336997593 0.0033576365094631915 -0.0027779476949945088 -0.020382147282361981 0.97971661326708348 395202.88984090911 108252.37022727275 8.1191420318428893 4.1499654169868805 0.40586010204819117 0.0036047542234882717 0.015191818587481977 6107.5350000000008 -0.0034334037918597455 -0.011518652085214852
decision_type=10 2 2 8 8 2 2 8 2 2 8 2 8 10 10 2 8 2 8 2 2 10 8 10 10 2 2 10 10 10 8 8 8 2 2 10 10 2 10 2 8 10 10 2 10 2 10 8 8 2 10 2 8 2 2 2 2 8 10 10 2 10 8 10 8 2 10 2 10 2 2 2 8 10 2 8 8 8 10 8 10 2 10 10 2 10 8 2 2 8 10 10 10 2 2 10 10 2 2 2 10 10 8 2 2 2 2 2 10 2 2
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Tree=414
num_leaves=112
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decision_type=2 8 10 10 2 10 8 10 8 10 2 8 10 10 2 10 10 8 2 10 8 10 2 2 8 8 10 8 2 2 2 10 2 8 2 2 2 2 10 2 8 10 8 10 2 10 2 8 10 8 10 2 2 10 8 8 8 8 10 10 10 2 2 2 8 10 2 10 8 2 10 2 2 2 2 2 2 8 2 10 10 8 8 8 2 10 10 10 10 2 2 2 2 2 2 2 10 10 2 10 10 10 10 10 10 2 10 8 10 8 10
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leaf_count=308 998 5035 202 3097 219 294 591 167 181 186 3830 109 479 165 152 542 7173 79 341 92 1009 97 3652 80 1248 1733 523 703 1212 622 413 596 128 1000 2919 344 483 1364 1280 482 1082 729 12062 202 297 455 5987 52689 1613 1056 138 132 124 679 199 2011 933 384 2577 743 140 511 225 2502 386 235 172 272 693 386 389 240 110 10969 1124 1075 4086 1595 1578 186 2155 797 1612 1091 2378 2430 71 193 398 5125 3355 703 811 645 2097 168 703 460 4732 418 1308 8128 1381 2334 708 574 100 538 110 82 413
internal_value=0 -0.00039047 -0.000706112 -0.000780445 0.00163844 0.00567501 0.00066054 -0.00113895 -0.00217915 -0.00306179 -0.0017168 0.0097721 0.000442674 0.0080566 -0.000300706 0.00116802 0.00135093 0.000407578 -0.00159458 0.0100503 0.00258926 -0.00214158 0.0042006 0.00553316 0.0079668 0.00584454 0.000197566 0.00489249 0.00267922 0.000764338 0.00918184 -0.00230718 0.00203925 -0.000664415 0.000891793 0.00233637 -0.00201885 -0.00300025 0.00129512 0.00933269 0.00970398 -0.00569619 0.000405603 -0.0011019 0.013991 -0.000680525 -0.00121553 -0.00150857 0.00402263 0.00169455 -0.00147516 -0.00250255 0.00265831 -0.000917372 -0.000102189 -0.00185451 0.00128543 0.00461026 0.000591776 0.00180676 0.008241 0.015031 0.000803045 -0.00423749 0.00291808 0.00670524 -0.00137754 0.00973197 0.00271383 -0.00386925 0.00229103 -0.00377206 0.00385056 0.000531473 0.00623105 0.0119764 -0.00328974 0.00195771 -0.00470262 -0.00855522 0.00125369 0.00759993 -0.0104182 0.000490104 -0.0041145 0.00197826 0.0141341 0.00771065 -0.00362901 0.00291682 0.00497339 0.00127987 0.00750137 0.00653763 -0.00263699 0.0157284 -0.00345184 0.000734034 -0.00458194 0.00587111 -0.00722525 -0.00368388 -0.00658458 -0.00226604 -0.000850807 -0.00244873 0.0097219 -0.000958415 0.0114999 0.0137221 0.0165018
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is_linear=0
shrinkage=0.0227381


Tree=415
num_leaves=112
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split_gain=8.01513 6.53968 10.2896 9.69644 11.1463 10.5172 9.31702 8.98717 10.0196 8.79016 8.51818 9.01785 9.22301 8.22357 8.79741 8.20724 12.1169 9.93762 9.23188 12.837 8.40525 8.0426 8.18091 8.96373 7.9514 7.72169 12.1466 13.4927 9.5696 10.8186 9.48799 7.8727 13.409 8.33869 7.47498 11.6432 7.6319 12.5267 7.20773 13.6461 11.4257 10.9266 14.7211 12.406 7.17412 7.12394 10.6395 8.18047 7.10862 8.31872 6.99519 6.98422 6.80763 6.79814 6.64814 6.5081 6.5025 6.428 6.61609 6.31097 6.03732 6.02505 6.00245 7.74998 6.70506 5.98043 5.9252 8.79161 5.83471 7.19112 7.40622 7.36968 6.47787 5.74937 9.35679 5.72116 6.21638 5.74709 5.67561 5.63778 5.59959 7.24234 5.46401 5.41576 5.34909 5.08643 5.08025 5.04131 5.01812 4.97848 4.95013 4.90357 4.88364 4.87761 4.83408 4.79232 4.77528 4.71223 4.62177 4.61203 4.38813 4.345 4.33383 4.26453 4.25188 4.09608 4.02767 3.94104 3.92723 3.91898 3.86154
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Tree=418
num_leaves=112
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decision_type=8 8 10 10 10 10 10 2 10 10 8 2 8 2 8 8 10 8 10 8 2 10 2 10 2 10 8 8 2 2 2 2 10 8 2 10 10 2 2 2 2 2 2 2 2 10 8 10 8 2 10 2 2 8 8 8 10 10 10 2 2 10 10 10 10 8 8 8 8 8 10 2 10 2 2 2 2 10 2 10 2 8 10 8 8 10 2 2 10 2 2 2 2 2 8 8 2 10 8 8 2 2 2 2 10 2 8 8 2 10 8
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leaf_count=451 153 284 187 565 7606 127 576 113 129 274 946 272 4127 1797 1073 198 304 788 703 2041 1376 205 2941 768 2542 1633 2053 48640 742 254 4662 186 12046 936 1878 293 129 410 333 495 3068 249 184 113 733 305 1148 1741 324 973 2142 434 352 1858 1218 846 288 203 1661 1272 1659 670 63 292 179 1264 774 1387 19581 3641 25481 235 285 393 107 3532 173 133 781 110 1620 87 137 90 440 185 385 655 315 429 120 158 458 110 1503 1258 1840 202 494 332 115 290 437 213 225 137 2379 318 233 365 549
internal_value=0 0.000185708 -0.000700082 -0.00014848 -0.0006526 0.00715011 -0.000912906 -0.00119199 0.0030864 0.00454751 0.00284771 0.00665882 0.000526586 0.00163488 -4.35472e-06 -0.00183375 0.00292782 0.000613039 0.00134278 -0.00147059 0.000108944 0.00340108 0.000595906 0.00341224 0.00303306 -0.00525673 0.000200036 -0.000292524 0.00140837 -0.00268313 0.00246721 -0.00772814 0.00287976 0.00288639 0.00120545 -0.00443789 0.00697164 0.0141658 -0.00015299 0.00182578 0.00272761 0.00530899 0.0105141 0.012877 0.0155763 0.00384198 0.00102412 0.00708794 0.00952171 -0.00143473 -0.000906057 -0.00474475 -0.000621763 0.000157717 0.00412492 0.0018384 0.00866759 0.0117516 0.0014189 -0.00364716 0.00394864 0.0119595 -0.000429263 -0.00706501 0.00153772 0.00119142 0.00157281 -0.0054761 0.0018843 -0.0014558 -0.000750809 0.0139813 -0.00796088 -0.00182659 0.00753443 -0.00350129 0.0106257 -0.00443024 -0.00824079 0.000298757 -0.00438479 0.0129908 0.0156071 0.0107936 -0.0021053 -0.00479656 -0.00855203 -0.00243221 0.00392595 -0.000317983 0.00150418 0.00547904 0.0083022 0.0108178 0.00432547 -0.00545298 -0.00702661 0.0096355 0.0120552 0.0139473 -0.00419486 0.000971247 0.00578195 -0.0066951 -0.007818 -0.00975756 -0.0091915 0.00704116 0.00934829 -0.00404454 0.0134663
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internal_count=201167 197057 54824 51462 43239 973 42266 41245 8223 6836 6047 1021 142233 38979 17051 10799 21928 6661 15181 6590 103254 8591 5750 3709 5288 4138 101593 77595 21881 4245 17636 928 16708 6252 4420 1373 985 539 446 7690 7195 6747 1279 1095 982 5468 2659 2809 2065 2121 55714 4819 50895 2292 5131 3567 1564 1276 5538 2218 3320 868 48703 1080 23998 23290 22026 2161 19865 40260 29122 509 1661 2341 708 11138 749 3362 1044 263 3673 789 702 529 744 1121 2527 2318 708 1663 1234 749 591 786 2349 1387 2192 901 699 422 4110 1178 727 2932 2817 840 2592 572 538 485 659
is_linear=0
shrinkage=0.0227381


Tree=419
num_leaves=112
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split_gain=7.9755 21.9861 12.7247 9.5369 9.83342 12.0857 9.9644 9.50798 23.4585 20.1074 13.5799 24.2355 18.94 11.9619 10.3342 10.6582 10.2799 10.1242 10.1119 12.3498 10.994 9.92546 12.3815 9.61751 9.50196 9.35079 9.29841 12.3272 9.24818 11.1614 9.23171 9.17351 8.99787 8.99699 11.1345 10.5917 8.87808 8.8622 9.68861 9.46602 9.2241 9.52011 9.75914 8.79754 8.43813 9.02204 7.95985 7.95807 7.95008 9.6769 7.89151 7.73971 7.66525 7.66519 9.51197 7.5993 7.55008 7.4357 10.378 7.43441 8.12389 7.42598 10.3106 7.42219 9.92251 7.40509 7.56627 8.53248 7.26288 7.09577 8.64592 10.6871 8.17959 7.0943 7.02698 6.93113 9.7334 6.89201 8.53643 8.72612 6.89002 7.103 6.73539 6.72341 8.07786 6.70132 6.6947 6.68258 6.67977 6.65907 6.62903 7.86595 7.81541 8.46626 6.60227 6.55748 6.55291 7.5122 6.52903 6.50931 6.47794 6.46556 6.31265 6.29107 6.28287 6.27746 7.29404 8.13573 6.22102 6.19385 9.00689
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decision_type=10 10 10 8 10 8 10 8 10 10 10 10 10 2 10 10 8 2 10 2 10 8 10 8 10 2 10 10 8 2 2 8 10 10 2 10 8 2 8 2 2 2 8 10 10 2 8 10 10 10 2 2 8 2 8 2 10 2 2 8 2 10 2 2 2 10 10 2 2 8 10 2 10 8 10 10 2 2 2 10 2 2 2 2 8 2 8 2 2 2 8 2 10 8 10 8 10 2 10 2 10 2 2 10 2 2 2 2 8 10 10
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internal_value=0 0.000242869 0.000970211 -0.00217739 -0.00589374 0.00253762 0.00196594 0.00883165 0.0012849 0.00763967 -0.000189104 -0.000335827 -0.00155387 -0.000202991 0.000104982 0.000492457 -0.000306586 0.0016438 0.0031239 0.00193086 0.00245629 0.00385919 -0.00125529 -0.000115531 -0.00445841 -0.00220098 -0.00553428 -0.00352602 -0.00422512 -0.000124978 -0.00730817 0.00120069 0.00702399 -0.00394623 0.0030231 0.00322304 -0.000359103 0.00643111 0.00870204 -0.00210637 0.0011345 0.00133042 0.00174497 0.00256265 0.00310097 9.74323e-05 0.000935203 -0.00244402 -0.00311395 0.000472433 0.00291686 0.00430052 -0.00410435 0.00436752 0.00264892 -0.00130683 -0.000994658 -0.00143385 0.000205973 -0.00512649 0.00713395 -0.00243433 -0.00450114 -0.00615552 -0.00341148 -0.00575444 0.00433018 0.00452602 0.0128423 0.00585072 -0.00693157 0.00926849 0.0021587 0.0117661 0.0150257 0.0182019 0.0217885 -0.00123895 0.00867116 0.0113759 0.000258741 0.00356443 -0.0043883 0.0122296 -0.00872287 -0.0107558 0.00757198 -0.00805503 0.00428278 -0.00810566 -0.00156261 -0.0114324 -0.00474962 -0.0059047 -0.00108746 0.00045852 -0.00400303 -0.0083959 -0.00289351 0.00195691 0.00436538 0.00637692 -0.00463325 -0.00690105 0.00871286 0.0139664 0.0142111 -0.000511404 0.0177621 -0.00419434 -0.0129409
internal_weight=0 12969.7 4828.64 434.253 227.008 57.2565 207.246 37.7921 4394.39 91.7027 8141.03 7812.83 2070.35 1329.16 5742.48 4922.16 3168.69 1034.87 829.655 1753.47 1617.73 1045.34 2133.83 1426.74 325.043 820.315 305.107 707.091 205.211 572.389 253.76 1004.11 103.351 741.195 51.3471 328.202 158.667 169.534 138.405 150.244 4302.68 4130.74 3507.52 2340.92 2116.62 1166.59 996.943 224.304 723.236 900.762 368.445 97.0794 135.74 32.7919 94.3897 69.9799 623.224 609.795 427.894 181.901 23.4428 43.0724 178.429 156.848 171.944 133.691 38.2528 164.082 30.61 21.5805 102.948 54.007 72.9367 68.0307 53.0675 45.7193 37.5906 532.317 31.4654 24.4098 129.507 89.0273 717.752 94.0152 169.751 135.22 64.6652 112.559 23.0709 133.777 49.352 84.4253 699.923 528.091 171.832 44.3895 628.846 115.414 513.432 133.472 104.857 97.0022 169.652 43.1637 19.936 21.9301 34.5364 25.6372 24.4302 23.672 109.582
internal_count=201108 197203 91044 10390 4638 1218 5752 861 80654 1245 106159 102476 27584 17766 74892 66167 39789 11852 9316 26378 23868 14338 27937 18753 4527 8725 4138 9184 2536 9530 3282 13239 1146 9818 856 3683 1732 1951 1630 1612 79409 74643 60902 44907 40968 15995 13452 3939 7741 12093 5742 984 2510 605 1110 840 13741 13433 9364 4069 244 451 3905 3214 4766 3817 949 3829 713 691 1905 533 818 838 671 549 420 6351 753 270 1327 908 9574 993 3420 2587 664 3187 401 2813 1047 1766 9386 8238 1148 637 6631 1242 5389 3116 2501 2362 2543 1923 389 491 337 378 544 407 2209
is_linear=0
shrinkage=0.0227381


Tree=421
num_leaves=80
num_cat=0
split_feature=185 210 167 198 156 40 55 227 160 147 45 152 151 118 38 137 122 186 183 18 121 124 190 176 110 225 156 199 229 124 191 203 39 219 214 212 181 185 133 187 218 93 224 17 41 46 64 17 17 226 229 177 191 17 122 230 155 224 135 121 40 46 154 213 91 121 30 214 153 206 222 188 233 17 17 208 121 141 149
split_gain=7.51929 8.36843 9.17207 10.2437 8.83931 8.16461 6.68681 6.39539 6.3874 7.76119 8.02684 6.72407 16.1742 7.34179 7.02494 6.71416 14.5557 11.126 11.1231 10.529 9.07978 8.93348 8.43875 12.1591 11.9619 10.6567 12.3978 17.4274 11.9938 9.28208 10.1311 8.84453 8.5391 6.37325 5.81742 6.77822 5.65376 5.61309 5.20498 5.14525 5.02472 7.34011 5.78044 4.78249 4.7528 4.63561 4.22752 4.22338 4.18157 4.05846 3.94228 3.63552 3.45261 3.41669 3.2378 3.21694 3.12928 2.99234 2.72869 2.66758 2.55339 2.40472 2.37808 2.26158 2.219 2.16194 2.08986 2.08102 2.02768 2.00568 1.84957 1.83397 1.72252 1.69504 1.24199 1.09428 0.962054 0.4971 0.475209
threshold=-10279.142142857141 0.0086058350279927271 0.27429467084639503 4.2675144353496171 15122.250000000002 0.24008632142003783 0.03525000000000001 -0.012398766819387673 36949.500000000007 107.50000000000001 0.77900000000000003 1915601.7277500003 1415.5000000000002 1.0000000180025095e-35 28.500000000000004 1.0000000180025095e-35 0.049999893939619434 24718.410000000003 -1637.4999999999998 -879.49999999999989 0.1133184728065446 34.271047227926083 69.500000000000014 8.5000000000000018 1.0000000180025095e-35 0.022672139108181003 361635.75000000006 14795.843306603774 0.0056063968222588309 39.45927446954142 44.500000000000007 0.024406509473919872 0.23599889277200872 -0.021800131537020203 0.016620206646621231 -0.029161021113395687 196581.21428571432 1915.9387002652522 0.045113373576174044 3.4760470453241541 0.011180574074387552 -2531.4999999999995 0.010924697387963535 -6427.4999999999991 0.27572052347189641 0.031950000000000006 0.35415000000000002 -378.49999999999994 -572.49999999999989 -0.00078682895400561381 0.013036906719207765 0.50714285714285723 36.500000000000007 -3066.4999999999995 0.052787139904742104 -0.00022286535386228931 2693634.7500000005 0.0045102385338395843 0.43393030664646531 0.070223164790879269 0.70233719023104035 0.0074500000000000009 2034895.3200000003 -0.011369334533810614 2.5000000000000004 0.12606588848236203 2.5000000000000004 -0.030270243063569065 2479817.2500000005 -0.026104407384991642 -0.0020129331387579437 0.81848688224527166 -0.00040079528116621072 -10301.499999999998 -5105.4999999999991 -0.038686014711856835 0.15421493584938309 0.032764714508185529 -779.52777777777771
decision_type=8 2 8 8 8 10 10 2 10 10 8 10 10 10 2 2 10 10 10 2 10 2 10 8 2 2 10 8 2 2 10 2 10 2 2 2 10 10 8 10 2 10 2 2 8 8 10 2 2 2 2 8 10 2 10 2 8 2 8 10 10 8 8 2 10 10 2 2 10 2 2 10 2 2 2 2 10 2 10
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leaf_count=160 1492 57 43 329 98 453 135 87 125 129 82 117 124 171 95 79576 79 173 1022 62 68 3426 13575 4770 590 137 1616 6922 5800 9725 3319 41839 3711 8968 127 141 104 136 1434 225 89 91 154 214 208 546 86 86 103 152 87 82 151 86 99 110 81 98 168 2108 64 699 114 188 93 89 119 63 99 1041 105 138 95 768 335 316 123 131 416
internal_value=0 -0.00379628 -0.0002824 0.00327846 0.00736251 -0.00720347 0.0107705 -0.00855157 0.000236535 0.000211105 -0.00806889 0.000248492 -0.00434989 0.00764255 0.0117514 0.0003071 -0.00155099 -0.000506242 -0.00120938 -0.00932025 0.00917812 -0.00569046 0.000453911 0.000715918 0.000376055 -0.000957811 -0.000499831 0.00199776 -0.00197027 0.00257915 0.00424601 0.000436978 0.000690023 0.000425552 0.0130958 0.0163254 -0.00887706 -0.0129632 -0.00750708 0.0156985 -0.00836218 -0.0110299 -0.000482881 0.0186789 0.000911842 0.0191184 -0.0117893 -0.0135707 -0.0092139 -0.00249733 -0.0122023 -0.00659611 -0.00630055 0.00333668 -0.0115995 0.00405058 0.00936779 -0.000657996 -0.00096134 -0.014875 -0.0152522 -0.0126779 -0.00575017 -0.00403924 -0.0125476 -7.04501e-06 0.0095303 -0.0123726 -0.0166543 -0.0137762 0.00517962 -0.00022446 0.00222551 -0.0179138 -0.010844 -0.0148696 0.0226778 -0.0140703 -0.015099
internal_weight=0 234.956 144.262 104.466 77.0173 27.4485 63.0993 39.796 12921.8 12898.1 49.6742 12848.5 153.773 36.5992 30.8881 12694.7 923.553 822.155 773.519 101.398 48.6363 201.076 11771.1 9932.04 8408.61 1839.09 1727.54 639.034 1088.51 1523.43 803.626 8374.29 719.807 572.443 57.031 44.884 90.694 78.5747 111.548 29.3068 117.174 84.9668 32.2068 17.3814 22.1491 39.5468 68.5449 61.057 98.7143 19.3295 39.6656 21.6269 13.918 22.823 34.3166 12.8339 10.5799 12.147 13.5067 70.2371 55.5854 80.8099 15.0003 11.782 22.3718 7.13621 11.0409 32.4723 49.9902 73.6737 8.97285 5.5952 7.48791 45.282 15.9298 32.8911 13.7596 28.5143 24.6043
internal_count=201037 4890 3071 2214 1625 589 1145 857 196147 196022 614 195408 3778 993 822 191630 18304 15526 14908 2778 618 4918 173326 143629 122104 29697 27913 8538 19375 21525 13044 121415 8481 9990 1010 785 1819 2323 1784 293 2785 2044 741 454 379 687 1440 1259 1537 325 485 506 480 455 689 247 235 225 368 2187 1173 1920 322 250 546 180 205 697 971 1740 200 202 181 872 417 398 337 610 547
is_linear=0
shrinkage=0.0227381


Tree=422
num_leaves=112
num_cat=0
split_feature=26 26 46 218 39 180 26 177 7 14 50 210 41 138 156 181 153 16 216 126 121 39 193 191 15 142 226 123 6 179 123 121 7 233 193 228 150 31 190 60 120 142 14 189 7 6 224 230 230 46 230 51 14 188 201 228 133 190 226 205 26 181 210 187 126 118 170 181 41 144 93 190 220 227 131 186 181 153 228 216 86 7 157 153 153 135 119 195 202 149 205 165 161 121 206 229 233 142 190 123 211 170 215 59 6 195 193 14 122 191 225
split_gain=7.29552 12.9601 11.6073 10.2821 12.534 9.17114 8.7055 9.87457 8.98036 8.61484 8.95795 9.7118 8.20401 11.6388 13.0427 9.58512 8.98587 8.05395 8.03067 7.95585 7.92952 9.832 9.69963 8.33214 8.09756 11.8121 7.85241 7.81677 7.44212 13.767 7.32608 10.4001 8.90247 8.11623 9.61316 9.21183 7.14849 6.9554 6.98218 12.0019 7.85213 7.2498 7.77391 7.77913 6.89704 10.1017 8.85314 10.5834 11.5192 9.72361 8.91384 8.70097 8.33433 9.26209 8.92352 10.7528 8.94356 8.71914 8.22404 9.26513 8.11458 9.31254 8.94603 8.09386 10.5209 8.09265 8.01103 11.0438 8.91764 10.3313 9.46635 11.2547 8.26394 7.81032 7.72378 12.8971 10.1384 7.4486 7.37355 8.34812 8.2245 8.20391 7.21251 9.42878 7.16236 7.21642 7.04653 8.89981 8.38289 9.9716 7.9321 8.29494 7.67797 6.86197 9.89137 8.60249 6.85969 8.25758 7.79164 8.40155 7.42179 7.35891 6.84089 8.84417 7.88813 6.83765 8.21669 8.16812 7.56643 8.33542 7.36824
threshold=3.5000000000000004 4.5000000000000009 0.11745000000000001 0.013881712686270477 0.18605019504967577 12823.567500000001 2.5000000000000004 0.21583850931677021 29972.250000000004 0.0086000000000000017 0.1696 0.041855184361338622 0.60152194077739651 1.5000000000000002 568234.71000000008 30013.312500000004 81004.500000000015 -2840.4999999999995 -0.00042692982242442662 0.27004351397047638 0.13493459673172045 0.6855021612915343 11.500000000000002 6.5000000000000009 -16121.499999999998 -641.47222222222206 -0.01590852718800306 0.70303646756304206 582349.50000000012 0.78836327383091931 0.82562592222053599 0.19455350657057863 29117.250000000004 0.011033560149371626 5.5000000000000009 0.010275506880134346 -2510.4999999999995 8.5000000000000018 11.500000000000002 0.025750000000000006 2.1382068236156737 -592.89444444444428 0.0095895000000000025 0.052459580323357423 16580.250000000004 254749.50000000003 0.011753288097679617 -0.0063545862212777129 -0.0070558995939791194 0.022150000000000006 0.0065193849150091418 0.051550000000000006 0.018421500000000004 0.36010752688172049 0.011428944618599793 -0.0044680244754999867 0.052669889832447046 88.500000000000014 -0.013185161631554363 0.048432379961013801 14.500000000000002 491235.42391304352 0.0041667772457003602 22.835271317829463 0.16265147626900056 1.0000000180025095e-35 10.34848484848485 50297.745000000003 0.48395083181648063 -261.49999999999994 -1346.4999999999998 57.500000000000007 -0.011947983410209416 -0.011051852721720932 0.50879994321185384 26672.490000000002 267551.43750000006 127154.25000000001 -0.0036332890158519144 0.013449744787067177 0.11525000000000001 9983.2500000000018 454414.50000000006 473722.11000000004 65207.250000000007 0.28433900643196552 4.5000000000000009 24.266996699669971 -0.070176295936107622 -78.464285714285708 0.011221955530345442 0.45643939393939398 0.18073846270700808 0.24032879068770058 -0.027735065668821331 0.0082223350182175654 0.0042299008928239354 -979.48913043478251 39.500000000000007 0.86325662064099074 -0.019311705604195591 23.718253968253972 0.011611665599048139 0.8660500000000001 199116.00000000003 7.8015151515151517 10.500000000000002 0.014491999999999951 0.09741734110711861 22.500000000000004 -0.005552120739594101
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internal_value=0 0.00158963 0.00328232 0.00797912 0.0118507 0.0146279 0.0171591 0.02005 0.0231477 0.000215664 -0.00063296 3.58375e-06 0.000253688 0.000330355 0.00117522 -0.00570698 0.00227169 4.85219e-05 -0.00333117 -0.00521343 0.00150582 0.000356672 0.00530095 0.00897523 0.0145669 0.0112315 0.0053288 0.00740361 -0.00561288 0.000160682 -0.00394488 -0.00573846 0.00460676 0.0078595 0.000244449 0.00133994 0.00299018 0.00403711 0.00311852 -0.00180162 -0.000201618 -8.91568e-05 0.00182595 0.0117204 -0.00831041 -0.000145995 -0.000203212 -0.000132194 0.000772391 -0.00395826 -0.00754788 -0.000244966 0.0018254 0.00298577 0.00464814 0.00560908 -0.000827123 0.00330048 -0.0053487 0.00375221 -0.00866154 -0.00234976 -0.00813593 -0.0102645 -0.0062427 0.00456299 0.0177548 0.0210584 -0.00122677 -0.00470403 -0.00476393 -0.000852604 -0.00414419 0.00428574 0.00871826 -0.00710548 -0.00785872 -0.0050827 -0.00729428 -0.00114058 0.00436436 -0.00335381 0.005825 0.0110738 -0.00800685 0.00250128 0.00458174 0.0156473 -0.00473595 0.00709606 0.00913037 0.00210789 0.00964511 -3.63943e-05 0.0145027 -0.00140443 0.00225471 0.0114674 0.0159102 0.0133035 0.0193529 0.00312523 -0.0108351 -0.00904637 0.00590812 0.0100413 -0.00899029 -0.000377923 -0.00644327 -0.00863682 0.0240525
internal_weight=0 2046.48 911.536 206.696 134.633 110.575 95.6737 81.2691 71.0678 1134.94 979.08 11076.9 72.063 827.111 731.649 95.4613 631.174 11030.3 346.371 287.34 590.724 502.027 155.86 97.0949 53.0795 40.4498 59.0311 88.697 151.969 10683.9 205.702 182.406 25.1747 23.2961 10478.2 2439.97 1174.54 965.05 872.791 209.492 1265.43 8038.25 138.492 92.2588 71.0006 8000.01 7956.55 7894.62 1010.31 255.119 157.231 802.867 704.841 553.469 384.941 355.245 67.3859 54.6528 100.475 31.5326 151.387 151.371 61.9344 63.9287 269.292 207.44 45.9847 37.4956 90.3615 120.36 248.324 168.528 103.738 64.7895 43.3987 254.772 83.7368 62.0439 58.1788 58.7648 35.4811 26.0646 31.0114 21.4036 239.045 20.4299 15.7279 31.4436 50.6696 287.86 199.398 88.4612 38.2414 22.0789 15.8843 24.058 40.2873 32.9665 23.317 12.9011 12.0251 14.2501 121.941 218.615 14.5196 21.3934 46.5602 19.5929 89.3266 72.3467 9.02376
internal_count=200887 28141 11384 4972 3231 2830 2449 2075 1777 16757 14244 172746 1741 11648 10494 1154 9699 171866 9079 7606 9090 7712 2513 1391 833 609 1473 1378 2596 162787 11178 9830 1187 1348 151609 31218 15634 13341 11892 2293 15584 120391 1389 1449 904 119958 119704 119055 11957 3627 8643 9274 6412 4830 3321 3092 771 595 795 314 8390 1582 649 840 6969 2683 687 568 1490 1236 3518 1509 930 579 391 6219 699 1250 1175 1122 611 566 346 231 6020 481 199 436 1320 2321 1641 680 433 245 844 401 356 907 696 627 585 400 7061 5539 750 421 880 358 808 653 423
is_linear=0
shrinkage=0.0227381


Tree=425
num_leaves=74
num_cat=0
split_feature=126 123 93 142 222 157 157 133 18 26 206 219 167 159 164 42 153 195 219 213 210 183 222 194 185 39 143 133 123 206 202 133 44 18 217 133 210 122 182 50 182 31 195 216 217 93 205 57 17 142 124 183 211 133 208 165 213 151 141 205 221 217 133 151 130 166 208 143 207 135 207 165 217
split_gain=7.69941 7.37984 8.34755 8.15571 8.18206 7.82345 8.80215 7.76843 8.73417 7.18568 6.98707 7.7087 6.41013 6.74329 9.44224 8.28354 6.99435 8.48885 7.30746 7.06915 8.01147 6.9891 6.90224 6.64971 6.51306 6.29246 6.19573 6.19076 6.05252 5.73016 7.41593 6.14236 6.1653 5.86887 5.49829 5.22235 4.96922 5.77873 5.32131 6.43811 4.95956 4.91572 4.73193 4.66833 4.14328 4.14177 3.97354 3.89978 3.862 3.84477 3.78706 3.60411 3.54764 3.39516 3.20579 3.10521 2.62464 2.42438 2.29902 2.23623 2.17197 2.03586 2.00496 1.99199 1.73819 1.26696 1.10024 0.929734 0.918408 0.897985 0.812531 0.555693 0.548845
threshold=0.62422328632730395 0.71633168921877466 -1761.4999999999998 -1327.7434210526314 -0.017910329625010487 1556070.7500000002 1196528.6025000003 0.16460435696542672 -4419.4999999999991 7.5000000000000009 -0.035448465496301644 0.011579016689211132 2.6904761904761911 1539.0000000000002 0.00073212811240542998 0.091900000000000023 5388750.0000000009 17.23582887700535 -0.026312639005482193 0.0044780955649912366 -0.017073545604944226 -1637.4999999999998 -0.021570113487541672 0.8803669724770643 -19398.998358123568 0.15882203429558897 -2463.4999999999995 0.13875460398743547 0.88338865015017731 0.043916480615735061 -0.077713854610919939 0.20169333393314973 0.9769000000000001 -3776.4999999999995 -0.028492343612015244 0.13565138090256681 -0.0029376595048233862 0.046822949293228472 -1650.3245614035084 0.16080000000000003 -874.02499999999986 9.5000000000000018 30.94868421052632 0.013195109087973835 0.0099950036965310591 -391.49999999999994 0.053223529830574996 0.053250000000000006 -4547.4999999999991 -1327.7434210526314 42.301163586584543 -2424.4999999999995 0.027193307876586918 0.040678238964827758 -0.032683214172720902 0.56385869565217395 0.00071401288732886325 -320.49999999999994 0.18420730896439896 0.0081552197225391882 -0.022657732479274269 0.0070483435411006221 0.25727313770148069 2029.5000000000002 0.38175916372892388 7.5000000000000009 1.0000000180025095e-35 -2381.4999999999995 -0.026369101367890831 0.35794093561062723 -0.040616547688841813 0.29289215686274517 -0.01464639278128743
decision_type=2 8 10 8 2 10 10 10 2 2 2 2 10 10 10 8 10 10 2 2 2 8 2 10 8 8 8 8 10 2 2 8 8 2 2 10 2 10 10 10 10 2 8 2 2 10 2 10 2 10 2 10 2 8 2 10 2 10 2 2 2 2 8 10 10 8 2 10 2 8 2 10 2
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leaf_weight=4.8872004244476548 2.9345286674797579 145.33412280678749 5.0736245019361368 51.098640786483884 8.8402241598814744 8.2327325139194745 10.976376287639143 23.731001306325197 19.366350311785936 14.322596514131874 278.61194696184248 93.750503750983626 10.229888167232277 13.020215556025507 12.471007759682836 12.892623406834899 4.7877855338156223 4.8372353594750193 83.196838047355413 29.010225903242826 460.19513051491231 14.766324507072566 12.036792840808628 6.1057330062612873 10544.207439916674 389.29902802780271 214.38051365315914 27.099805533885956 6.2188458442687979 6.3071500370278972 6.9211475513875476 20.539640901610255 46.960968314670026 26.085486760362983 102.7319837580435 14.928546808660032 6.916791731491684 6.2102654576301601 4.9329979862086484 5.934720085002481 3.9188846554607135 25.854322926141322 6.4143524244427672 9.6766620539128763 10.754416915122418 15.742941632866858 7.3029528874903908 9.6716811656951887 21.585986698977649 15.433100806083532 7.4361869883723557 17.474280835129321 9.2154005933552963 6.6141136251389971 36.075434898026288 9.0326339490711671 8.177559442818163 8.317678237333892 10.510224726982413 7.1584131419658661 10.871765245683486 2.8274943293072274 8.9061452522873861 11.933629270642996 4.8165693087503296 6.8591681513935319 13.917796114459632 15.818266963586209 11.977062597870828 4.4535454558208594 14.420010542031378 5.6977077722549438 27.319299953989688
leaf_count=30 50 2232 74 507 148 77 91 245 188 110 2540 834 114 83 126 128 140 83 1923 193 6548 87 270 68 166436 5735 1709 230 118 91 116 226 704 242 2915 149 100 62 66 115 91 524 80 88 105 150 115 101 118 208 116 293 98 65 395 80 98 97 158 93 142 91 73 112 98 77 123 93 205 98 513 116 384
internal_value=0 0.000152618 0.00193144 0.00268739 0.00722115 0.00170055 0.00103981 0.00155412 0.00456028 0.00946794 -0.00028035 0.0010514 -1.0676e-05 -4.48594e-05 -8.72068e-05 -0.00746889 -3.17552e-05 -0.00440086 3.80554e-05 -0.00178844 -0.000205625 0.00680775 -0.00754142 0.000215098 0.000189009 -0.00402937 0.00611306 -0.00609781 0.00278552 0.00889387 0.0110089 0.0131562 0.0180437 0.00557775 -0.00908455 0.00803499 -0.0031506 0.000933955 0.00549592 0.0101022 0.00720618 0.00826877 -0.00733224 -0.00533146 0.0141549 -0.000135484 -0.00228584 0.00344345 -0.000237946 0.0143504 0.0126639 -0.00520408 -0.0115305 -0.00935397 -0.0136339 -0.00626379 -0.00233485 -0.00110384 -0.00603019 -0.00724563 -0.0111614 -0.0116211 0.013554 0.017975 -0.00402576 -0.0126805 -0.0103802 0.0137041 -0.010326 0.00102083 -0.0137362 -0.0076193 -0.0140595
internal_weight=0 13126.4 1095.84 957.473 161.443 796.031 742.61 717.715 267.155 53.4209 450.561 372.362 12030.5 11988.2 11923 80.3261 11842.6 177.86 11664.8 1023.84 605.529 65.1908 123.475 10640.9 10627.4 418.309 233.747 78.1984 54.3847 145.859 116.65 100.507 53.8821 46.6251 114.769 42.3823 138.371 73.3758 46.1558 30.7544 8.70667 32.0732 64.9955 33.4077 37.0106 29.2085 16.1432 22.1427 36.3523 24.8196 13.5419 22.3115 58.1835 58.5811 48.9681 27.22 16.4103 18.5476 15.5838 13.4656 51.6643 20.182 23.8347 26.2562 15.4015 45.0502 24.8942 28.8385 18.1873 9.38654 17.3545 10.5143 38.1911
internal_count=201101 200447 11100 9174 2117 7057 6555 6341 2230 502 4111 3374 189347 188914 188533 848 187685 4434 183251 14708 8780 381 3416 168543 168359 5928 1897 737 1018 1885 1551 1288 820 468 3185 433 1926 1078 731 487 231 642 848 333 327 334 263 227 205 372 184 376 621 768 523 347 175 211 232 184 668 654 222 222 244 603 214 176 267 164 563 214 526
is_linear=0
shrinkage=0.0227381


Tree=426
num_leaves=112
num_cat=0
split_feature=64 227 15 143 39 227 227 184 7 202 7 224 67 182 188 231 31 122 152 190 188 41 195 93 154 130 7 133 86 144 206 228 154 221 137 70 226 233 200 176 59 55 39 130 39 211 203 170 157 215 154 184 184 194 136 188 227 89 93 152 215 155 122 133 55 193 65 230 230 42 215 203 145 233 169 122 223 149 190 122 39 184 209 231 228 65 69 182 223 190 93 216 129 216 39 131 157 203 204 91 43 209 204 185 188 41 195 202 18 211 233
split_gain=8.73977 10.3584 7.76422 9.00307 8.26818 10.6674 9.94665 9.67523 11.9812 10.7654 10.1549 8.49055 8.45112 8.08669 7.61557 7.48701 8.32359 9.80418 8.86037 6.93913 10.9051 9.8765 9.88122 11.0853 11.0394 9.62879 10.2397 11.2561 9.63278 11.4041 9.09135 14.3184 12.3063 8.97327 8.70367 8.55886 7.90453 9.79593 7.80925 9.91574 9.62274 7.36681 7.59513 7.28842 7.2083 6.898 6.88337 7.76176 6.6724 6.62058 7.76718 7.01549 6.62029 7.34328 6.48201 7.16149 6.31804 8.48233 6.29268 6.11026 6.10276 5.97093 5.95538 6.48747 5.78884 5.65542 5.48813 5.46731 5.44312 5.35128 5.53934 5.24424 5.14595 4.98826 4.96083 4.90559 4.7083 4.55988 4.75078 4.4073 4.2189 4.15961 3.90146 3.85777 3.79073 3.95259 3.78377 3.74012 3.7027 3.67374 3.48673 3.4107 3.43915 3.34906 3.29333 3.27487 3.18609 3.1482 3.72428 3.07705 3.03752 3.43458 3.00834 2.94618 2.84144 2.65594 2.63526 2.37878 2.36572 2.35451 2.3507
threshold=1.0000000180025095e-35 -0.0076394670177251092 -9698.4999999999982 -2892.4999999999995 0.17693532586765701 -0.0031731498893350358 0.013025468681007625 132047.43750000003 29117.250000000004 0.15537308156490329 13020.750000000002 -0.02182675804942846 0.13905000000000003 -313.9444444444444 0.92022727272727278 -0.011593626812100409 8.5000000000000018 0.079272616015417269 225000.56250000003 15.500000000000002 0.97683363148479441 0.028977496900740151 8.3368794326241158 -1631.4999999999998 562500.09000000008 0.73075280313822233 29117.250000000004 0.087186688329526987 0.061150000000000003 -213.49999999999997 -0.032393269240856164 -0.007740405621007084 853484.01750000019 -0.01891662739217281 1.0000000180025095e-35 0.039850000000000003 -0.020787479355931279 -0.0044136836659163228 7.5000000000000009 5.5000000000000009 0.65695000000000003 0.048650000000000006 0.71347097415332694 0.32532159068504546 0.40477396739119725 -0.053579809144139283 0.0041840730700641879 12.516666666666667 362056.50000000006 -0.0022725462913513179 2034895.3200000003 138993.32812500003 111355.87500000001 0.14009345794392528 1.7388723176908079 0.90035460992907812 -0.00035309715894982213 1.0000000180025095e-35 -2.4999999999999996 298733.66250000003 0.0040631503798067578 1538.9820000000002 0.052279045190162299 0.2211444706268966 0.012250000000000002 2.5000000000000004 0.083150000000000016 -0.0062254809308797112 0.0082864616997540014 0.1857 -0.0087729338556528074 0.07664890214800836 390.95099861946397 0.0042299008928239354 0.099959415584415609 0.049999879792361986 0.0093772732652723807 1390.1250000000002 46.500000000000007 0.037937536393345038 0.32093609188171052 263241.75000000006 0.043619437143206603 -0.0069861707743257275 0.00044514131150208419 0.092150000000000024 0.02775 -335.48913043478257 -0.0068259325344115487 9.5000000000000018 -1.4999999999999998 -0.017331263981759545 0.29166666666666669 0.0010267976322211327 0.12496425254973166 0.050009833722669456 419275.6650000001 -0.034864431247115128 -0.017734316177666184 6.5000000000000009 0.026750000000000006 -0.029419841244816777 0.0031718135578557853 826.26660698878368 0.71130390590968506 0.77199636323739729 11.917517006802724 -0.060172893106937402 -1428.4999999999998 -0.0094612059183418733 0.0085236583836376684
decision_type=8 2 2 8 10 2 2 10 10 2 10 2 8 10 10 2 2 10 8 10 8 8 10 10 8 8 10 10 8 10 2 2 10 2 2 10 2 2 8 10 8 10 10 10 8 2 2 8 10 2 10 10 8 10 10 8 2 8 10 10 2 8 10 10 8 8 8 2 2 8 2 2 8 2 10 10 2 10 10 10 10 10 2 2 2 8 10 10 2 8 8 2 10 2 10 10 10 2 2 8 8 2 2 10 8 10 8 2 2 2 2
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decision_type=2 10 8 10 8 10 8 2 2 10 8 2 8 2 2 8 10 10 10 2 8 2 8 2 2 2 2 8 2 8 10 2 10 8 10 8 10 2 10 10 2 10 10 2 10 10 10 2 8 10 10 2 8 2 8 10 10 2 2 2 10 2 10 8 8 10 2 10 10 2 8 2 2 10 8 2 2 2 8 2 2 10 2 2 8 8 2 2 2 8 2 2 2 10 2 8 2 2 10 10 8 2 2 2 2 2 10 2 2 2 8
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is_linear=0
shrinkage=0.0227381


Tree=429
num_leaves=102
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decision_type=10 10 2 8 8 8 2 8 2 8 10 10 2 10 2 8 10 10 2 2 10 2 10 2 2 10 8 10 10 2 2 10 8 10 2 2 2 2 8 10 8 8 2 8 2 2 8 2 8 2 2 8 2 2 2 2 2 10 10 2 2 8 8 2 2 8 2 8 2 8 8 8 2 8 2 8 10 10 2 2 8 10 2 10 8 8 2 10 2 2 10 2 2 10 2 10 10 2 2 10 8
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is_linear=0
shrinkage=0.0227381


Tree=432
num_leaves=112
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decision_type=2 2 10 2 2 8 2 2 10 2 2 2 8 2 2 10 2 2 2 8 8 2 2 2 8 10 10 10 2 2 10 2 2 2 2 10 2 2 2 2 8 2 10 2 10 2 2 2 2 2 10 10 10 10 2 2 2 2 2 10 2 10 2 2 10 2 10 2 2 2 10 10 2 10 2 2 2 2 8 10 2 2 2 8 10 2 10 2 2 8 2 2 8 10 10 8 10 8 2 2 2 10 8 10 2 2 8 2 10 2 2
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leaf_count=324 274 206 6305 2087 441 223 227 779 190 204 407 1234 3413 437 1490 160 3332 4034 5074 1415 883 1169 1297 3252 73205 846 394 4914 2490 942 246 299 157 266 1974 156 1912 379 260 409 415 172 449 493 522 851 1436 107 703 851 723 85 1525 299 2418 702 81 144 450 490 474 745 887 1586 1438 2431 879 211 1327 372 455 436 424 258 283 615 384 231 562 91 1644 236 231 138 382 756 495 1099 2530 4709 1594 104 319 216 1052 12684 5502 322 1990 316 345 212 4483 584 97 444 2503 799 110 224 397
internal_value=0 -0.000107246 -7.26508e-05 0.00172928 0.00403969 0.000128016 0.00174659 0.00938048 0.0125363 -0.00106052 0.00682298 -0.000293565 -2.05416e-05 0.00172006 0.00355898 -0.000382199 -0.00100939 -0.00512568 0.001668 -0.000313784 0.00654923 0.000662451 0.000102707 0.00272064 -0.000119026 0.000155784 2.11122e-05 -0.00233433 -0.00396744 0.00720014 0.00125077 0.0103804 0.000516095 -0.000546685 0.0015906 -0.00190605 0.0087719 0.0142983 0.00700996 0.00115164 0.00381208 -0.00197047 0.00589581 0.000717 0.00444309 0.00580525 -0.00817132 0.000686458 -0.0013279 0.00106323 0.00143595 -0.000383547 0.00190937 -0.00248592 -0.00433778 0.0100529 0.0136998 0.00763202 0.00748177 -0.00530518 -0.00647374 -0.000971441 0.00170914 0.00349527 0.00478815 0.00632229 0.00908532 0.002524 -0.00279819 0.000624386 0.00414118 0.00666815 0.00312799 0.0134069 -0.000263895 0.00501025 0.00805894 -0.00106836 -0.00663182 0.00161842 -0.00546865 0.0136582 0.00891728 0.013336 0.0174353 0.0225737 0.00465703 0.00731872 -0.00102447 6.59796e-05 -0.00479226 0.0261163 -0.00515936 -0.00211739 -0.000984339 -0.000436002 -0.00102611 0.00808954 -0.00436788 0.000431517 0.0083574 -0.00616518 -0.00677612 -0.00324296 0.0109354 -0.00366887 -0.000774365 0.00530796 -0.00283338 0.000528913 0.00954242
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is_linear=0
shrinkage=0.0227381


Tree=433
num_leaves=112
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split_gain=7.93821 15.3644 12.3836 12.1246 9.87891 11.3633 9.96993 9.62824 9.33581 12.0671 8.95502 11.749 11.1047 12.8306 14.9945 9.41626 9.23232 12.1963 8.92775 11.7176 12.2485 11.4225 11.1018 9.35285 8.77227 8.71415 12.4178 11.2066 8.56852 8.51006 11.4709 8.50879 8.46175 8.32787 8.27859 8.18558 10.5319 8.9754 9.15916 9.6671 8.88308 8.61659 8.14939 8.00943 12.268 8.04846 8.99055 8.01379 7.99507 7.98769 10.2213 9.18499 9.10146 10.0987 8.39249 8.09845 7.91063 7.90678 14.5814 10.6651 9.5999 10.896 9.26508 7.90288 7.75876 7.58761 7.51983 8.0832 7.38645 7.31837 7.30112 10.2284 7.28947 8.94886 7.22157 7.12101 7.11719 11.6912 7.08025 7.05869 6.9943 6.97871 6.97522 6.93481 8.54188 8.35084 6.83119 6.69716 8.60632 7.36531 7.27213 6.56527 6.54224 6.4889 6.43481 7.43069 6.36951 7.5902 6.35964 6.35743 6.33741 6.32569 7.03389 6.28001 6.93698 6.24292 6.23049 6.204 6.12675 6.11956 8.89963
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decision_type=2 2 2 10 2 8 8 2 10 2 2 2 2 10 10 2 10 8 2 10 10 8 2 2 2 8 10 2 10 10 2 2 8 10 2 2 10 2 2 8 2 2 2 2 10 8 8 8 10 2 2 2 2 10 2 10 10 2 2 8 10 2 10 2 2 2 8 8 2 2 10 8 10 2 2 8 10 10 8 2 10 8 10 2 8 10 10 2 2 8 2 2 2 2 2 2 8 10 2 8 2 2 10 8 2 10 2 10 2 8 10
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Tree=436
num_leaves=112
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decision_type=8 10 2 8 2 10 10 10 2 10 2 10 8 10 8 10 2 10 10 2 10 10 8 8 2 2 2 10 10 2 10 8 2 2 10 2 10 8 2 8 10 10 2 10 10 10 2 8 8 2 10 10 10 8 2 2 8 2 8 2 2 10 8 2 2 8 2 10 8 2 10 8 8 10 8 10 2 10 10 8 2 2 2 10 2 2 2 8 8 2 2 10 10 2 10 2 10 2 10 8 2 2 10 8 10 8 2 2 2 2 2
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leaf_count=5167 534 1853 210 553 631 4032 159 3600 2270 3919 33743 315 108 232 2041 466 844 98 5628 436 106 287 531 3342 701 367 320 2717 524 353 389 822 351 144 195 124 266 666 136 468 422 144 2268 4239 1200 998 169 18042 2659 103 279 958 457 219 523 213 272 120 1800 589 895 390 1043 1969 193 138 2677 845 738 2154 456 102 169 271 755 4230 2549 510 941 3474 1723 15088 1497 270 1532 314 149 285 15222 238 1321 9712 2151 226 149 307 2131 631 442 4213 464 390 223 443 94 919 367 267 115 113 89
internal_value=0 0.00105383 -0.000245968 -0.000181314 2.2497e-05 0.000897116 0.00119451 0.00326793 0.00492139 0.00855335 0.000506207 0.00720431 0.00016361 -0.00208935 0.00104218 -0.00212548 -0.00362158 -0.00435005 -8.89257e-05 0.0089233 -0.00248146 0.0040155 0.00876249 -0.00305874 0.00324961 0.00854843 -0.00370173 -0.00197634 0.00015111 0.00135822 0.00327029 0.00145177 0.00676539 0.000731926 0.01245 0.0155772 0.0187726 -0.00163492 0.000927293 0.00769674 -5.49823e-05 0.0049728 0.000666875 0.000394225 0.00383901 0.00607465 0.00712383 -0.000190732 -0.00347515 0.0131585 0.0167585 0.000469267 0.00195492 0.00528699 0.00788566 0.0100606 0.0121234 0.0134986 0.0154822 -0.00256372 0.00148982 0.00174535 0.0100877 -0.00675762 -0.00550774 0.00364169 -0.000499106 0.0015468 0.00632564 0.00880971 0.0115269 -0.000180097 -0.00236048 -0.00358304 -0.000790478 -6.22775e-05 -0.00265514 -0.000428572 -0.0061546 0.00073665 0.00306905 -0.000171646 0.00370704 -0.00260986 -0.0056724 -0.00784533 -0.00667091 -0.00175545 -0.000926832 0.010375 -0.00354428 -0.00433545 -0.00126252 0.014687 -0.00936202 0.0051255 -0.00579486 0.0103855 -0.00519461 -0.00735558 -0.00381942 0.00362295 -0.000718834 0.0120725 -0.00506618 -0.00676784 0.00481203 -0.000308973 0.00569805 0.00865241 0.0111875
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internal_count=200906 47124 153782 151465 134738 61706 58370 16938 12262 6189 41432 1517 39915 4676 6073 16727 4444 2805 39371 544 16261 1150 863 15111 1715 1068 13396 8714 3866 44319 10899 7351 2114 33420 936 741 617 5237 32886 1047 4266 1441 31839 30806 6879 5237 1033 23927 4927 551 448 19000 1178 789 3548 2758 2405 2192 1920 2825 1484 952 1202 2317 3336 348 73032 9276 4193 3348 2610 5083 3117 2948 63756 33682 9167 5677 3490 24515 5197 19318 1966 2705 2039 1846 4682 30074 17896 523 12178 11033 17373 332 971 666 4848 775 1642 4533 562 1145 482 579 647 1341 1864 790 338 570 396
is_linear=0
shrinkage=0.0227381


Tree=437
num_leaves=87
num_cat=0
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split_gain=8.0963 6.92901 8.29992 10.9149 13.5445 10.2599 8.85137 13.7212 13.1777 8.70915 8.59801 10.4228 8.59131 7.97188 7.91324 8.86866 7.49545 7.24409 10.5599 8.4367 7.24561 7.14701 7.09834 10.3197 8.8977 12.1562 8.66259 8.5322 8.459 9.84496 7.98761 7.93852 8.67938 7.76468 8.91661 8.38967 7.46283 7.25935 8.02743 7.0786 6.96905 8.94751 7.57153 7.50846 6.94126 8.24896 6.44501 6.12321 5.98208 5.80122 5.55735 5.48437 5.02366 6.88299 4.87079 4.84777 4.82077 4.70711 4.70565 4.50226 4.46298 4.08619 3.90672 3.85922 3.85558 3.96111 3.7933 3.76059 3.3713 3.10806 3.00965 2.79563 2.79181 2.70911 2.52576 2.47213 2.44132 2.15859 2.14983 1.98005 1.96418 1.96323 1.57798 1.21386 0.74087 0.196365
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decision_type=10 10 10 8 2 10 10 10 2 2 2 8 2 2 2 2 10 2 8 10 10 2 10 10 2 2 10 2 8 10 8 2 8 2 8 8 10 2 10 2 8 10 8 8 2 2 2 10 8 8 10 10 8 2 2 10 2 10 10 8 10 2 2 8 10 10 10 2 2 10 10 2 8 8 10 10 10 10 10 10 2 8 10 10 10 8
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decision_type=2 2 2 8 2 8 2 2 2 2 8 10 2 2 2 10 10 10 10 10 8 2 2 10 2 8 2 2 2 10 2 8 8 10 2 2 10 8 2 10 10 10 8 2 2 2 8 2 10 10 8 8 8 8 2 2 8 2 2 8 8 8 2 10 2 10 2 2 2 10 2 2 2 10 8 2 2 10 10 8 2 10 10 8 2 10 10 2 10 2 10 8 2 10 10 8 10 10 2 10 2 2 10 8 2 10 10 2 2 2 10
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leaf_count=96 205 169 134 212 740 461 437 4148 464 69 294 2347 49346 1859 7152 37841 1349 1083 1250 123 3525 1073 258 1278 2061 356 165 186 158 1609 193 87 1045 204 419 82 338 668 868 406 2713 98 202 117 211 338 1160 3158 2629 419 1560 3732 11833 2316 213 888 97 80 62 14889 210 129 532 384 265 140 271 7797 601 452 2797 157 152 256 1310 187 309 190 164 664 221 935 116 107 143 87 163 118 77 424 105 480 435 285 66 2554 463 74 196 116 159 107 129 1874 644 124 465 135 97 1564 86
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is_linear=0
shrinkage=0.0227381


Tree=440
num_leaves=112
num_cat=0
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decision_type=2 10 10 2 2 2 10 10 8 10 2 2 2 10 8 2 10 8 10 10 2 2 10 2 8 2 8 8 2 10 2 10 2 10 2 8 10 2 2 8 2 8 2 2 10 2 2 2 10 8 8 10 10 2 10 2 2 2 10 2 10 8 10 10 2 2 8 10 2 2 10 2 8 10 2 10 8 2 10 2 10 2 2 8 2 8 10 10 10 8 2 2 10 10 10 2 10 8 10 10 8 2 8 2 10 2 2 8 10 2 2
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leaf_count=609 1381 249 169 64 314 326 94 717 77 1384 168 202 165 173 254 277 260 338 103 182 130 479 414 72786 288 208 1657 370 125 132 1092 409 376 82 128 104 568 2727 28680 12591 199 5220 84 1347 509 3279 126 1604 1484 375 17582 180 1206 775 403 474 150 1804 601 409 13119 244 242 307 84 104 541 196 924 47 191 1315 797 79 289 67 360 143 235 92 518 213 862 312 184 659 136 202 106 211 575 100 218 505 528 138 120 374 629 58 159 121 636 209 60 105 3485 647 79 514 117
internal_value=0 -0.00449148 -0.0060109 -0.000699701 -0.0036976 0.000201746 -0.00140478 -0.00364305 0.000816282 -6.26774e-05 -0.00415422 -0.00622256 0.00888582 0.00297247 0.00216349 0.00377686 -0.00798791 0.00828689 -0.00498006 -0.00560634 -0.000906699 -0.00411907 0.0129224 0.000365884 0.00411057 0.00121107 -0.00198047 0.00550138 0.000281225 -3.48686e-05 -0.000146136 0.00432061 0.00136303 0.00396036 0.00826543 0.0107541 -6.97058e-05 0.000250804 0.000445017 -0.00150544 0.00737409 -0.00372497 0.00072585 0.00323499 0.00170676 -0.000493114 -1.45893e-05 0.00544687 0.00832217 0.00899386 -0.000533976 0.00854018 -0.000888354 0.0108554 0.00754263 -0.00308043 0.00682624 0.00587404 0.00699953 0.00190609 -0.00185372 -0.0023094 0.0118315 -0.00977308 0.0129564 0.0106596 -0.00484251 0.00783436 0.0138268 0.00977712 0.0041885 0.00683623 -0.00766801 -0.000943591 0.00434273 0.0162732 -0.00353292 -0.000654294 -0.00745898 0.00865971 -0.000345614 0.0137778 -0.00676339 0.0125425 0.0157593 0.0184618 0.0224825 -0.00199892 0.00596652 0.0158089 -0.000702726 0.0193182 -0.00770863 -0.00226818 0.0020207 0.00658251 0.00185541 -0.00635122 -0.00464771 -0.00932453 -0.0113709 0.0147701 -0.00695094 -0.000467764 -0.00510646 -0.00498288 -0.0098643 0.0127257 0.0178211 0.0208162 -0.00396761
internal_weight=0 181.822 168.821 89.6802 79.1107 12939.2 1193.42 591.665 601.754 550.34 191.3 176.277 51.4135 97.7035 359.041 293.379 158.289 54.3878 493.961 472.783 149.929 112.962 41.5042 11745.8 250.632 193.818 140.101 55.5556 11495.1 8902.28 8688.63 213.653 2592.84 501.942 153.744 130.794 8611.9 7046.05 6725.17 1565.85 52.5514 320.88 2090.9 469.827 400.113 313.491 1621.07 133.691 109.531 86.6224 1487.38 115.623 1432.19 69.7143 55.1869 67.7659 19.3341 225.613 209.598 348.198 1513.3 122.269 45.3393 140.372 64.4683 100.777 99.5672 36.9667 101.605 13.0006 225.929 144.363 56.857 98.0291 48.3346 35.9806 27.56 29.1884 48.2608 53.7176 22.3715 31.3461 93.628 56.814 44.4137 38.8827 30.4183 36.1683 17.0538 19.3873 81.5652 30.9248 322.854 78.6676 56.8801 21.1781 22.8919 24.16 65.6615 244.187 79.1412 18.3229 84.545 35.9184 26.9436 22.9503 238.41 87.3482 24.7932 21.0865 43.3157
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is_linear=0
shrinkage=0.0227381


Tree=441
num_leaves=112
num_cat=0
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split_gain=8.00689 8.91329 11.6461 10.2065 9.39429 8.54715 11.5788 14.6472 12.7139 12.186 11.913 9.12886 9.64432 8.68558 12.5375 12.3079 8.44694 8.30478 10.7907 10.0157 10.454 9.87628 9.84613 9.03476 8.35267 11.1868 11.1828 11.5833 10.0182 8.29126 8.27457 8.48207 13.3864 8.60666 10.7763 7.943 9.79411 7.79882 7.59057 7.39976 7.36323 9.54949 9.32781 7.86295 7.66174 7.17273 7.958 9.7889 7.569 7.08458 7.03073 7.00385 6.98916 11.1065 11.5071 7.97509 10.0284 8.46329 6.98178 6.92676 7.97461 8.8318 7.76111 7.81815 7.30713 6.91484 8.26421 9.59273 6.75335 6.66041 7.74358 6.64356 8.99912 9.79189 8.16031 8.10865 8.94457 6.59881 6.54624 9.43842 8.44958 8.79501 8.0002 6.49695 7.73019 10.8384 12.6506 12.1472 9.81334 11.2428 8.47251 8.01945 8.79131 7.8656 7.82956 9.55852 9.44842 11.6082 9.35541 8.30717 8.13233 7.39606 8.88454 10.4561 6.92098 6.83667 6.48709 13.5384 6.43116 6.30589 6.18965
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decision_type=10 10 10 2 10 8 2 2 2 2 2 2 10 10 8 2 2 10 10 10 10 8 8 10 10 2 8 2 10 2 8 2 10 2 8 10 10 8 10 8 8 2 10 2 2 8 10 2 10 2 2 8 8 2 10 2 8 2 10 10 10 10 10 10 2 8 2 8 10 8 10 10 8 10 8 10 2 2 2 8 10 2 10 10 2 8 2 10 8 2 8 2 8 2 2 2 10 10 2 10 10 2 2 8 10 2 10 2 10 2 10
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Tree=444
num_leaves=112
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decision_type=2 10 10 2 10 10 8 2 2 10 8 2 2 2 10 10 10 10 2 2 2 2 2 10 2 8 8 10 10 2 2 10 8 2 10 2 10 2 8 2 2 10 10 8 2 10 2 10 2 10 2 10 10 8 8 10 2 2 2 8 10 2 10 2 10 8 2 8 2 10 2 10 2 8 10 10 10 10 2 10 10 10 2 10 2 2 2 10 2 10 8 8 8 2 2 2 10 10 2 2 2 2 10 10 10 10 10 10 8 10 10
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leaf_count=106 49 124 95 101 2113 98 1674 327 198 117 88 116 123 96 128 98 838 305 599 602 5013 39 12603 3046 1041 1145 4291 972 1152 8121 141 570 57253 175 945 2884 2980 3522 4636 953 5460 3023 975 1434 840 2113 481 123 196 369 14537 5884 18782 4767 971 434 6262 1511 211 1644 314 369 122 394 154 136 1092 621 240 52 91 102 118 579 159 72 250 300 103 121 108 133 210 84 125 360 135 131 54 489 343 110 127 128 157 203 127 80 752 113 85 112 166 93 118 93 86 94 843 157 121
internal_value=0 -0.00301999 0.00619637 -0.00441655 0.000185388 -0.00519173 -0.00589478 0.000188026 0.00641232 0.000222249 0.00355216 0.000978005 0.00936432 0.0047638 0.00112113 0.000141942 -0.000358202 9.75629e-05 0.000697082 0.00131547 0.000491565 0.00284299 0.00339655 -0.000593384 -0.00212771 0.00106204 -0.000625863 0.00434812 0.00662534 0.00399105 0.00308799 0.00469977 0.000231428 0.00525673 0.00631601 -0.00213222 -0.00284951 -0.00485183 -0.00238397 -0.00330877 -0.00590316 5.98234e-05 0.00431313 -0.00351881 -0.00094519 -0.0023122 0.00396678 0.0137429 -0.00165662 0.00232863 0.000147373 -0.00207519 0.00087207 -0.00128037 0.00798117 -0.0053751 -0.000138477 -0.0074067 -0.00332275 0.000275164 0.00666913 0.0113633 -0.0047176 -0.000381546 -0.00302158 0.00388069 -0.00303059 0.0115969 -0.00263346 0.0135538 0.00268182 -0.0024044 0.010699 0.00198493 -0.00790748 -0.00477903 0.0171909 -0.00879128 0.0180656 0.00362325 -0.008013 0.00907145 0.0151435 0.0131349 -0.00851704 0.00161431 0.00872133 -0.00918601 -0.00994718 -0.0114976 -0.00254501 0.00983537 -0.00680771 0.00893186 -0.0106021 -0.00427875 -0.0101966 -0.00527027 -0.0123409 -0.00377691 0.00324112 -0.0121716 -0.00892596 0.00672383 -0.0123794 0.00450023 0.0139313 -0.0116832 -0.0141396 0.00337863 -0.00302255
internal_weight=0 353.838 42.6725 311.165 12753.4 300.298 290.254 74.0999 51.2062 12704.6 290.427 208.244 82.1828 125.941 94.5488 12414.2 6532.17 5203.47 5882 3976.36 2590.48 1385.88 1278.63 1905.64 987.721 917.915 611.022 306.893 237.546 1173.36 179.803 148.078 5132.09 161.049 136.216 1328.7 1147.32 552.783 462.944 807.918 347.292 4971.04 213.492 107.249 594.541 468.664 125.878 43.2921 251.91 181.379 2454.27 599.535 1854.73 460.627 133.755 101.588 4757.55 300.872 69.3466 141.804 92.7783 52.54 82.3033 40.2383 64.5457 31.1165 105.272 37.9991 24.9854 26.2208 50.5598 88.6002 34.8324 92.9243 216.154 76.9645 31.623 54.9849 20.0038 27.3184 48.7565 25.0018 25.1799 31.3917 71.3808 25.3202 30.0031 190.834 180.191 145.052 35.1393 10.8669 27.2943 11.035 42.1373 25.558 64.874 14.2852 51.8094 16.4023 18.0378 41.4163 33.4292 12.1232 38.259 6.50673 16.9519 22.8938 33.2764 3.87829 6.21704
internal_count=200820 5608 547 5061 195212 4850 4752 1334 913 193780 2959 1956 1003 1072 815 190821 87271 70286 103550 70787 46462 24325 22418 32763 17673 15090 10642 4448 3265 20724 3447 1715 69091 1578 2246 16985 14527 8113 8927 14226 6413 67513 3998 1907 6414 5093 1321 722 3718 2458 44216 10897 33319 7813 1276 1868 63515 4395 1183 2685 1446 683 884 763 584 290 1694 762 439 474 630 1012 452 1524 3418 910 373 528 301 356 1432 310 328 257 1195 727 231 2691 2560 2163 397 211 302 287 1383 320 1004 440 877 234 173 412 294 199 1118 191 177 421 1000 265 173
is_linear=0
shrinkage=0.0227381


Tree=445
num_leaves=112
num_cat=0
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split_gain=8.73774 8.75193 8.21241 10.1309 9.58313 9.38282 8.69984 9.64186 9.49089 8.93396 9.94699 8.85741 15.7753 14.3047 12.6986 12.5398 8.66757 11.8353 10.5141 8.28052 8.24176 8.1149 13.3145 9.6477 8.31982 8.85682 10.7321 8.89262 9.07624 9.01008 9.66938 9.31355 7.95026 7.79137 9.04467 7.89077 7.7201 9.02014 8.80123 7.6595 7.63307 11.5055 10.4795 9.28782 9.04374 10.1242 10.7153 9.59832 9.19973 10.2551 8.84091 8.30043 7.89483 7.8401 10.9972 9.41412 9.31666 8.71141 11.6682 8.1842 7.9601 9.08127 8.52576 7.72061 7.68141 7.60658 9.42945 7.57291 7.56266 7.54683 7.45632 8.38547 9.08284 8.23095 10.1437 7.68987 7.42655 7.36964 8.52584 8.01475 9.59827 7.29871 7.2784 7.26332 9.92347 7.25283 10.2153 7.36006 10.4538 9.0523 7.21993 7.18356 7.17464 8.10159 7.16468 7.13343 7.91578 7.84071 8.65941 7.45829 9.77085 7.36531 7.10349 10.2515 7.89564 7.87228 7.03802 11.5268 10.3922 8.89143 7.0925
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decision_type=2 2 2 2 8 8 8 2 2 10 2 8 8 2 2 2 8 2 2 10 8 2 2 2 2 8 10 8 8 2 2 10 2 10 2 10 2 2 10 2 2 2 8 2 10 2 2 2 2 10 8 8 2 2 8 8 10 2 2 2 8 2 8 10 8 10 10 10 2 8 10 10 2 8 10 10 2 2 2 8 10 2 8 8 2 10 2 10 2 2 10 2 2 10 8 2 2 2 8 10 8 2 2 10 8 10 8 2 10 2 2
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is_linear=0
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Tree=448
num_leaves=112
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split_gain=7.446 12.0958 7.34145 7.3079 9.22342 7.42693 8.17306 7.56846 20.3817 10.8729 11.5836 10.4381 9.80625 12.3581 8.75254 10.0381 10.0597 8.81847 11.4399 10.8848 8.16458 8.11895 10.3771 8.10607 8.45321 8.42998 7.80439 7.61799 8.71636 7.44766 7.27819 7.58698 8.73867 7.14065 6.92583 6.87279 6.82115 9.13311 13.9026 10.3808 9.31931 7.86271 8.88624 8.84355 8.16875 7.44377 7.1019 12.8878 9.13677 7.7416 6.88476 10.5532 10.2562 7.83713 7.63976 10.6532 8.96136 6.8068 6.77431 6.7313 11.0901 10.8047 10.2501 11.8491 10.0551 8.04371 7.46579 7.17693 7.51826 6.85231 7.6004 6.67163 7.19947 6.53462 6.50686 7.76885 8.94464 6.98016 8.24755 7.26518 6.42197 7.22181 6.93582 6.35316 6.22512 9.76316 8.69259 5.95258 5.9532 5.90018 5.80049 5.75418 5.65651 5.64154 5.5839 5.3713 5.35904 5.60394 5.23503 5.5573 5.1388 5.12758 5.02844 4.86511 4.81139 4.80699 4.72973 4.88989 4.72718 4.57507 4.57374
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decision_type=2 2 2 2 2 2 10 8 2 2 8 10 8 10 2 2 2 2 2 8 2 2 2 10 2 10 2 10 10 2 10 2 8 2 8 2 2 10 10 2 2 8 10 2 2 10 2 10 10 8 10 2 2 8 2 2 8 10 10 2 8 2 2 2 2 2 10 10 10 10 2 10 2 2 2 2 2 8 8 8 8 2 10 2 8 2 2 10 2 10 10 2 2 8 8 2 10 10 2 8 10 2 2 8 8 10 2 10 2 8 2
left_child=3 2 96 5 73 6 30 8 9 21 94 14 -12 -14 27 16 -16 19 -19 -17 -18 22 83 25 -25 -23 33 28 35 74 59 32 90 34 110 -9 46 41 39 40 -39 42 44 -43 -38 -45 50 84 49 -49 54 53 -53 -52 55 -8 -56 98 102 61 64 67 63 -62 91 -66 -64 68 -1 70 -63 72 -35 -5 77 76 -76 78 -13 -79 95 109 -83 -7 86 -86 -48 -75 -89 -30 -32 -61 -50 -71 -11 -28 97 -2 99 101 -29 106 -59 -102 -3 -100 -6 -108 -73 -82 -10
right_child=1 104 -4 4 57 7 36 11 26 10 12 29 13 -15 15 17 20 18 -20 -21 -22 23 -24 24 -26 -27 80 100 89 -31 31 -33 -34 71 -36 -37 37 38 -40 -41 -42 43 -44 45 -46 -47 47 48 92 -51 51 52 -54 -55 56 -57 -58 58 -60 60 62 69 66 -65 65 -67 -68 -69 -70 93 -72 108 -74 87 75 -77 -78 79 -80 -81 81 82 -84 -85 85 -87 -88 88 -90 -91 -92 -93 -94 -95 -96 -97 -98 -99 105 -101 103 -103 -104 -105 -106 -107 107 -109 -110 -111 -112
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leaf_weight=108.24113088008016 35.326175070833415 19.81706479517743 13.898626326117663 17.528070451691747 7.6798275467008379 29.441357390955091 732.75011682510376 25.668084413744509 17.023349388502538 7.0391073366627097 22.091271669603884 22.77739072823897 54.870675768703222 56.086645524017513 109.52178747579455 57.16811740398407 291.14173496514559 64.697026157751679 214.43760612234473 17.893301010131836 217.07228668779135 39.387169205583632 56.784805804491043 47.761474313214421 23.270153012126684 14.114870383404194 14.015417900402101 16.175439891405404 77.130377596244216 22.746585726737976 26.293001043610271 6.6369289606809607 7.9053238406777373 178.37240779120475 25.640225701034069 51.446619810536504 403.15617614751682 4.2921322220936444 12.105202259495853 6.1844036169350138 19.044019893743101 30.192957043647766 15.921063920948653 248.75018085446209 45.450838854536414 124.24917862471193 57.480221953243017 14.315642062108962 19.451787196565423 41.76560041680932 2395.1505958735943 98.320845272392035 37.985525242984295 2217.2307379897684 64.727167248725891 203.57476958772168 745.4465092420578 21.170266835018996 16.639121405780315 21.75513010751456 31.22604804020375 43.613845348358154 15.597462134435771 54.781057959422469 726.98725457396358 182.03967718966305 45.417084394022822 18.804668068885803 17.989482709206641 85.221506727859378 539.89829755760729 7.2282741218805304 230.59728342713788 33.327568916603923 178.81100059393793 30.21560575813055 147.20346126006916 146.75986300129443 31.753131035715342 17.6803781343624 14.549394271802155 129.73498576972634 8.9081736244261247 43.017970807850361 13.795683361589907 71.521609806455672 171.11737930495292 16.11093232315034 15.65063625294715 8.2741698836907727 5.932915115728977 27.423845640383661 3.8683005925267926 46.117893205955625 12.950516172684731 7.3204228654503813 12.219106603413818 10.876668237615375 12.584791225381197 119.25749740935862 13.927553753368558 11.547041291370986 7.2709648814052334 12.361114798113702 24.077047553379089 13.769559627398847 19.596643422730271 4.2503674495965234 26.327657647430897 14.561247258447112 15.545339697040616
leaf_count=1629 396 258 162 290 185 486 13367 633 189 88 334 183 442 929 1434 1116 4399 888 3408 273 3250 282 418 523 219 236 240 190 1313 386 394 98 80 1697 238 1193 5603 171 519 229 758 407 261 3154 821 1451 1342 385 637 972 42380 1210 517 28763 1278 2870 11737 269 196 328 633 483 240 830 11150 2097 785 305 337 1201 8375 87 2046 396 1949 252 2521 2488 225 171 192 1494 97 470 453 2168 3750 329 386 159 71 374 118 988 159 132 160 103 176 1977 165 146 123 211 389 240 568 110 355 201 137
internal_value=0 0.00566665 0.0109286 8.62238e-05 -0.00328075 0.000172393 -0.000125563 0.00118762 0.00266483 0.00664394 0.0112992 0.00026644 0.0136158 0.0161876 -0.000976173 -5.97702e-05 -0.00180259 0.00295046 0.000977755 0.00943189 -0.000406256 0.00355828 -0.000470876 0.00750022 0.00198935 0.0135281 0.000265275 -0.00514395 -0.00730786 0.0026914 -0.00141442 0.00674082 0.0103983 0.00175048 -0.00524064 -0.00146549 0.00020816 0.0020494 0.0114959 0.0184946 0.0238632 0.00148788 -0.000530775 0.00377615 -0.00123668 0.00476414 -3.71518e-05 -0.00297039 0.00484746 0.00942328 0.000144162 0.000593038 0.00663589 0.00040244 -0.00107324 0.000326765 -0.00267769 -0.00553754 0.00208629 -0.00163704 -0.0028038 -0.000124462 0.00288402 0.00763705 -0.0036944 -0.00424757 -0.00393161 -0.00559976 -0.00753199 0.00103976 0.00209841 0.00275246 0.00182261 0.00302486 0.00323812 0.00509792 0.0061275 0.000134202 0.00660137 -0.00223183 -0.0035728 -0.00510277 -0.00720347 0.00499384 -0.00502436 -0.0100088 -0.00286863 -0.00073659 0.00557769 -0.0119665 0.0149569 0.0056409 -0.00573065 -0.00350348 -0.00357681 0.00646677 0.0140877 0.0171244 -0.00737058 -0.00883274 0.00297371 -0.00145231 0.00801702 0.00823708 -0.00337288 0.00159284 0.00346787 0.00796054 0.0114016 0.00426315 0.00182232
internal_weight=0 116.215 72.3206 12997.6 316.383 12681.2 9809.73 2871.5 1096.64 406.816 153.038 1774.86 133.049 110.957 1176.92 971.932 617.736 354.196 279.135 75.0614 508.214 253.778 129.244 124.534 71.0316 53.502 689.824 204.983 162.519 597.947 2011.88 46.7682 40.1312 500.735 58.2089 77.1147 7797.85 909.346 41.6258 29.5206 23.3362 867.72 464.528 403.192 448.607 372.999 6888.5 393.316 79.4013 56.0812 6495.19 4748.69 136.306 4612.38 1746.5 936.325 810.174 233.766 45.0804 1965.11 1105.23 859.887 147.022 86.0071 958.206 909.027 61.0145 145.035 126.231 714.852 583.512 442.526 408.97 82.6172 575.201 356.23 326.014 218.971 54.5305 164.44 189.09 167.754 138.643 72.4593 313.915 85.3173 228.598 65.0891 31.7616 85.4045 32.2259 49.179 23.3201 131.339 19.9896 21.3358 58.4219 46.2028 188.686 162.331 42.4641 43.0739 28.4412 26.2887 43.8941 26.3544 31.5268 23.847 33.5559 29.1106 32.5687
internal_count=201076 1468 821 199608 5391 194217 155719 38498 11691 4586 1952 26807 1705 1371 18632 14768 9083 5685 4296 1389 7649 2634 1374 1260 742 518 7105 3864 3298 8175 30398 643 545 4749 564 1826 125321 13374 1677 1158 929 11697 6685 5012 6424 4605 111947 9825 2112 1357 102122 72870 1727 71143 29252 16237 13015 3990 588 29755 16437 13318 2488 1463 13949 13247 1025 2271 1966 11047 8858 4185 3743 1401 7789 4722 4470 3067 408 2659 2356 1984 1591 956 7713 2621 5092 1111 715 1472 465 702 755 2189 247 372 659 499 3402 2986 566 1009 392 376 647 416 863 678 442 393 326
is_linear=0
shrinkage=0.0227381


Tree=449
num_leaves=112
num_cat=0
split_feature=122 122 136 123 161 169 226 177 182 142 64 122 122 122 124 29 145 17 222 195 188 212 167 72 221 184 151 26 149 204 183 123 228 222 196 122 121 187 222 212 193 212 58 190 187 228 228 213 180 145 226 224 122 174 214 26 217 182 211 151 228 183 153 182 222 186 155 209 199 208 155 41 127 124 233 153 136 196 58 136 230 232 188 38 185 195 155 208 131 62 8 209 183 211 67 53 133 220 181 232 188 231 181 231 212 209 131 135 226 141 136
split_gain=7.82402 9.87644 9.4085 13.6793 13.4146 12.4816 10.7924 10.7502 10.0972 10.2111 9.14574 9.01799 9.19254 12.6401 13.1954 9.88315 9.78981 8.74991 9.60091 9.21054 8.74573 9.8308 10.5921 8.66541 8.38436 8.06451 7.91397 9.02023 7.89664 7.68704 7.92517 7.65992 7.47303 7.41806 7.32071 7.65236 7.10482 9.04883 7.07873 6.79679 6.7874 6.75881 6.45994 6.86051 6.3927 6.39265 6.32523 6.29857 8.3336 7.82884 6.85391 6.2824 8.97564 7.34921 6.3646 6.32305 7.17058 7.85115 7.58386 6.21882 6.20478 6.14906 6.11261 6.10924 6.08108 6.0226 6.01424 5.91154 5.5485 5.50745 6.36416 5.49037 6.31719 8.0993 5.45097 5.38326 6.19881 5.5477 5.31963 5.31873 5.31067 5.27108 5.26417 6.45982 5.43161 5.17328 5.12447 5.11805 4.96154 4.95072 4.91442 4.87406 4.81539 4.8032 4.79542 4.65619 4.64481 4.5314 4.50557 4.50117 4.49703 4.47508 4.36816 4.36288 4.3383 4.29089 4.257 4.19525 4.67754 4.50972 4.12329
threshold=0.09741734110711861 0.078984752592741736 0.71263774181456119 0.86325936951643223 0.32422199030101323 0.27922647739110479 -0.012327675241976975 0.35067567567567576 -444.65151515151507 -1421.3166666666664 1.0000000180025095e-35 0.075167301227286293 0.026703233680511428 0.027498205169353602 36.286105407255313 2.5000000000000004 867.19776195078805 -9075.4999999999982 0.013760013505816461 25.556466302367948 0.9437410982750436 0.016730829142034057 0.078461538461538485 0.92375000000000018 -0.021980319172143933 103816.92857142859 1217.5000000000002 15.500000000000002 -819.98387096774184 -0.01274049701169133 -2154.4999999999995 0.82562239715723706 0.0099088060669600981 -0.0077154405880719415 0.27869325008069262 0.079011504659490084 0.098363106461557756 10.095695970695973 0.009099601302295925 0.043845912441611297 16.500000000000004 -0.015483786351978777 0.98185000000000011 34.500000000000007 17.336477987421386 0.028795824386179451 -0.0084750354290008528 0.016074325889348987 8279.7750000000015 529.65391492337346 -0.022832178510725495 0.0087672993540763872 0.10917859185815769 22.500000000000004 -0.0016431537806056438 3.5000000000000004 0.026710173115134243 -286.9444444444444 0.04398403316736222 589.50000000000011 0.0087066427804529684 -320.49999999999994 550806.75000000012 -886.97058823529403 -0.0050375135615468017 5058.9900000000007 184363.92450000002 -0.017741582356393334 12595.57410714286 -0.019855197519063946 48805.031250000007 0.39191441861867943 21139.093221205872 34.418891170431216 0.0096922810189425963 238950.45000000004 0.97609400123927148 0.20179957165577159 0.98235000000000017 0.58062242872887682 -0.014921942260116337 0.00049042791943065833 0.76490327674694047 8.5000000000000018 2033.9735897435901 18.750939849624064 146301.00000000003 0.0037037746515125041 0.25420241673316007 0.086200000000000013 299250.00000000006 0.042770400643348701 -936.49999999999989 0.0030969281215220694 0.046250000000000006 0.090450000000000016 0.022382156161825633 0.0087814158760011213 106830.75000000001 0.01239057630300522 0.91695402298850581 0.0079242354258894938 62010.562500000007 -0.016760383732616898 -0.021764339879155156 0.020258102566003803 0.20607965385859178 0.085116182504394927 0.021445573307573799 0.24413455581475621 0.87850346845817062
decision_type=8 10 10 10 8 8 2 10 8 8 8 10 10 10 2 2 8 2 2 10 8 2 10 8 2 10 8 2 10 2 10 10 2 2 8 10 10 10 2 2 8 2 8 8 8 2 2 2 10 8 2 2 10 8 2 2 2 10 2 8 2 10 10 8 2 10 10 2 10 2 10 10 2 2 2 10 10 10 10 10 2 2 10 2 10 10 8 2 10 8 10 2 10 2 8 8 10 2 10 2 10 2 10 2 2 2 10 8 2 2 10
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Tree=452
num_leaves=112
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split_gain=8.03829 8.34376 11.0074 9.66584 8.30769 7.837 7.94799 7.62081 15.1959 13.7339 10.3623 9.47838 8.68947 12.0148 8.25269 8.10963 7.91614 7.67652 10.6198 7.57066 7.56811 10.4739 7.74797 9.56819 9.33745 10.3535 8.53594 7.68023 8.52747 7.4895 7.45001 9.58661 7.1938 7.53977 6.76924 6.76425 6.68305 7.61224 6.8086 6.77303 8.48969 6.63032 7.1418 7.82406 6.30375 6.23679 6.13434 7.40821 6.0978 10.2825 10.5153 11.5612 12.2798 9.99035 9.8075 9.91755 9.78666 9.96218 11.6522 9.8048 8.59703 7.7753 7.17539 10.2438 7.82374 6.83223 7.11595 6.82742 6.51647 6.39801 9.72436 9.29969 6.02146 5.87646 5.60108 5.59995 7.47508 6.65733 6.10006 5.54256 5.43943 5.35016 8.90699 10.2087 8.28811 7.59877 6.25548 6.36907 5.50128 5.26115 5.24904 5.24683 5.20417 6.1246 5.20282 4.9753 5.87049 4.90533 4.8655 4.84298 6.03874 5.89556 4.76511 4.71444 5.73502 4.71438 4.68082 4.61861 4.60881 5.50622 4.26383
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decision_type=10 10 2 10 2 2 2 8 10 8 8 2 10 8 2 8 2 10 8 8 10 10 10 10 2 2 8 2 10 2 8 8 8 10 8 2 2 2 10 2 2 2 10 2 10 8 2 8 10 2 2 2 8 2 8 10 8 10 10 10 10 2 2 10 2 2 10 2 8 8 2 2 8 10 2 10 10 8 8 10 2 2 8 2 2 2 10 8 2 2 10 10 8 2 8 10 10 10 2 2 2 10 10 8 10 2 10 2 2 8 2
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leaf_count=310 922 973 716 625 280 264 486 13453 212 491 721 222 666 811 269 2513 171 65 738 99 749 118 196 1135 59 796 1360 491 159 123 233 201 392 140 3251 128 174 417 109 181 103 116 715 807 107 305 190 111 1271 15523 3123 21810 7687 26551 246 7858 365 1500 8311 350 1490 1350 8484 363 337 474 2357 2712 4850 7974 2183 18403 1575 340 94 226 185 1226 153 811 583 2360 215 359 460 250 283 187 459 315 268 251 256 2222 87 304 293 224 179 383 848 310 87 366 391 125 160 212 163 363 109
internal_value=0 0.000209319 -0.00162845 -0.00614833 -0.000539677 0.000391527 0.00772315 0.000344076 0.00266334 0.00766551 0.000377225 0.0029455 -0.000893852 0.00426671 -0.00135042 -0.00288002 -0.00483883 0.00900762 0.0136007 0.0130797 -0.00159314 -0.00434722 0.000260706 0.00248495 -0.00113624 0.00403661 -0.00628766 0.00700013 0.0106447 0.0175805 -0.00783147 5.37582e-05 0.0109413 0.0185945 -0.00137048 0.00710979 0.00371889 0.0113306 0.0157408 0.00124818 0.00893365 0.000656869 0.00483427 0.0110138 0.0150122 -0.0050741 -0.00289482 0.0074965 0.000198039 -0.000135792 -0.00064587 -0.00129722 -0.002536 -7.50592e-05 0.000814546 0.00155018 0.00118032 -0.000602957 -0.00158915 0.00245969 0.00323477 0.00493333 0.00105891 -0.00213145 0.00143559 -0.00339746 -0.00467693 -0.00254047 -0.00305908 0.00164297 0.00318236 0.000833762 -0.00353913 0.0050644 -0.00205734 -0.00161926 -0.00380462 -0.00663806 0.00783388 -0.00785229 0.00960788 -0.00376499 -0.000455586 0.00574828 0.0107257 0.0155133 -0.0069071 -0.00841687 -0.00544653 0.00518922 -0.0100942 0.0098025 -0.0105081 -0.0121733 0.0195412 -0.00552895 0.000212863 -0.00917239 0.0025751 -0.00455918 -0.00869595 -0.000437289 0.00995438 -0.00544667 -0.00269936 -0.0120191 -0.000952184 -0.00249096 -0.00386766 0.00326687 -0.00832556
internal_weight=0 12857.9 1153.66 216.195 937.467 11704.2 66.318 11637.9 680.611 207.14 473.471 133.45 419.408 113.814 73.9571 305.594 46.0235 54.0625 38.8543 39.8573 755.867 299.447 456.42 289.776 164.378 82.9461 81.4314 125.398 83.993 34.4624 173.668 46.1465 55.9228 23.7153 270.76 87.4261 181.6 36.9448 29.2843 144.655 34.3634 125.779 73.5288 36.0559 73.6905 52.2501 157.791 17.6238 10957.3 7900.75 5697.12 3940.57 1952.39 1988.18 1756.55 1480.54 2203.62 922.427 788.162 1281.2 1111.88 134.265 3056.54 318.539 2738 293.931 259.221 169.316 276.007 2665.21 909.605 1755.6 166.644 27.6595 37.473 110.292 95.0376 79.4018 15.6358 47.601 74.7577 260.02 131.435 58.0149 43.9306 32.9307 128.585 118.389 73.4197 34.7097 107.131 19.9811 127.522 110.836 24.6405 72.7898 39.5114 50.6118 32.2075 140.167 65.1944 74.973 24.6077 138.985 107.156 34.8336 41.4051 16.8532 58.9674 23.5591 35.4083
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is_linear=0
shrinkage=0.0227381


Tree=453
num_leaves=112
num_cat=0
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split_gain=7.22293 10.3602 9.20809 8.93362 9.22534 9.90205 8.17652 7.92139 8.70033 11.9442 11.3227 11.0679 9.77734 13.3298 8.68649 9.04832 9.69569 9.77053 9.9312 8.59263 24.27 10.7719 12.6432 9.60355 8.53712 8.25043 8.23917 10.8731 10.0323 8.16772 8.15699 7.53901 7.84612 7.49696 7.48704 7.48532 9.32137 8.10381 8.09293 11.4177 7.57043 7.35779 8.29283 7.29705 8.98216 11.3775 11.0046 12.3299 10.2117 13.694 9.2433 9.11352 11.8491 11.3072 8.97316 8.73406 8.6509 9.72661 7.20667 7.3613 7.20579 7.20026 7.16248 7.04007 7.24892 6.88685 8.8528 9.32538 8.53659 9.4732 8.17797 8.14157 7.66823 8.97982 7.49062 7.45974 7.43655 7.30712 6.99084 7.24723 6.92274 8.06824 7.34698 6.81586 6.66211 6.62363 7.84726 6.60767 6.37264 6.3329 6.32865 9.48755 6.938 8.89107 6.44343 6.24878 6.2225 6.13961 6.12364 6.12013 6.07345 6.04799 5.99969 5.9059 5.77813 5.70152 5.80175 5.69784 5.68871 5.51663 9.81022
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decision_type=2 2 8 10 8 2 8 2 8 10 8 10 2 8 8 8 10 8 10 10 10 10 10 8 2 10 10 2 10 2 10 10 2 8 10 8 10 8 2 2 8 2 10 8 8 2 2 10 8 2 2 2 8 2 2 2 8 8 2 10 8 8 2 8 2 2 10 2 10 2 8 10 2 2 8 2 2 2 2 2 10 10 2 2 2 10 2 8 10 2 8 2 2 2 8 2 8 10 2 2 8 2 8 10 10 8 8 10 8 10 10
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Tree=456
num_leaves=112
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decision_type=10 2 8 2 2 8 8 10 2 10 10 10 2 8 10 2 2 8 10 2 10 2 2 2 10 2 10 10 10 2 10 8 10 2 10 8 2 10 10 10 8 10 10 8 8 2 2 10 10 8 2 2 8 10 10 2 2 10 2 2 8 10 10 10 8 8 8 8 2 10 8 10 10 10 2 10 10 10 2 2 8 10 8 8 10 2 8 2 2 2 2 2 2 2 2 8 2 10 8 10 10 10 8 8 10 10 2 2 2 8 8
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leaf_count=2767 418 1115 584 1846 394 1246 185 448 505 159 1190 702 416 236 235 752 177 93 224 427 242 6736 229 384 545 546 1969 78 106 110 312 350 443 11392 1018 88 564 417 193 137 236 1211 222 736 69 217 442 103 524 620 932 642 14973 193 107 386 615 108 324 3282 2267 275 399 984 331 1752 199 936 1162 1003 4748 407 150 204 154 3351 2680 1488 353 941 525 84 617 1026 1061 893 8922 12758 23944 691 1502 214 6394 457 10799 1862 1950 8997 336 1184 3300 7118 3248 3222 696 3001 325 116 1284 3574 1366
internal_value=0 0.00130885 0.00183439 0.00317126 0.00444172 0.00507214 0.00424165 -0.000268574 0.00500475 -0.00317899 -0.00479575 0.0014675 -0.000833311 0.000655553 0.00514043 0.000222394 0.00973218 0.00754444 -0.0038247 -0.00177528 0.00301135 0.00596257 -0.00107645 0.014012 -0.000237659 0.00497828 -0.00111185 0.0111505 -0.00790419 0.0128389 -8.63834e-05 -0.00211222 -0.00305662 -0.00385327 0.00428032 0.00131661 0.0053172 0.0068141 0.0114465 0.00732582 0.00787227 -0.00228778 0.00943493 0.0104892 0.0132184 -0.00630344 -0.00137893 0.0125147 0.000831377 0.0162422 -0.00360968 7.5313e-05 -0.000391672 0.000415901 -0.00133212 -0.00176851 0.000840403 -0.00361265 0.0029117 0.00404486 0.000736851 0.00405494 0.0063773 0.00766002 0.01165 0.014424 -0.0030303 0.000423892 -0.00754707 0.00305956 0.0010362 0.000207749 -0.00144398 6.63941e-05 0.00465169 -0.00169502 -0.00468916 0.00964643 -0.00249158 -0.00380938 0.0076679 0.0103661 0.00224911 0.0046986 -0.00196985 0.00119002 0.00151936 0.00316439 0.00052128 0.00941761 -0.0075774 -0.00438188 -0.00507262 -0.00595331 -0.00271488 -0.000918861 0.00335449 -0.00179241 -0.00304516 0.00192973 0.000620122 0.00107998 0.00347204 0.000372424 -0.00193454 -0.00311438 0.00710886 0.0125882 -0.00379501 -0.00628206 -0.00640417
internal_weight=0 2041.8 1832.31 1117.53 859.937 816.569 749.701 714.785 686.007 209.486 186.997 483.697 301.486 272.589 182.211 92.3332 89.878 48.8952 231.088 196.336 97.9999 597 257.592 29.685 109.076 58.8515 233.16 38.3262 43.4379 66.8687 11074 810.89 710.424 652.949 100.466 139.437 57.4756 64.3411 44.4668 70.8494 22.4891 239.899 39.4291 57.4297 71.1152 43.3679 89.0066 31.3989 194.069 56.799 75.0955 10263.1 6018.25 3240.43 2777.82 2531.41 549.032 172.27 376.762 345.332 4244.83 356.999 269.518 250.388 138.41 117.231 87.4814 3887.83 60.8287 246.407 2930.89 3175.79 956.943 637.571 173.031 464.54 253.017 96.393 1982.38 1071.95 105.64 87.186 111.978 97.9013 76.6382 2891.51 2668.61 1000.67 1667.94 64.638 124.117 319.373 309.853 293.062 867.377 910.428 150.375 760.053 351.124 211.523 2824.67 2397.98 539.721 1858.26 426.687 371.563 16.7908 53.287 335.619 197.511 98.3358
internal_count=201170 28077 24905 14236 10950 10339 9114 10669 7868 3172 2777 6953 4069 3653 2884 1783 1101 925 3716 3132 1542 6921 3286 477 1587 1042 3195 624 858 1225 173093 15812 14341 13334 1471 1942 1007 922 610 1115 395 3057 458 978 866 611 947 453 2493 689 1020 157281 77764 42159 35605 33886 6217 1996 4221 3897 79517 7387 5384 4985 3067 2736 2003 72130 1361 1719 52201 41159 19929 12389 2907 9482 4947 1642 27669 14507 716 609 1918 1643 1265 51265 46517 13651 32866 1000 1610 7540 7326 6851 11740 13162 2303 10859 5601 4535 35558 28561 10366 18195 6997 6301 475 807 5194 3910 1590
is_linear=0
shrinkage=0.0227381


Tree=457
num_leaves=112
num_cat=0
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split_gain=6.40219 6.68841 9.31124 8.65468 7.88587 7.18619 7.44673 8.39029 7.58793 10.1777 6.90797 7.86984 6.91725 6.50896 6.47692 6.10686 6.20732 9.26211 9.99534 9.96639 9.13743 9.02466 10.9474 11.0467 10.4541 8.83399 7.21979 10.0799 12.7606 14.1058 11.483 12.6681 9.34762 8.83939 8.54517 8.23585 10.1096 9.39273 8.87352 8.79848 7.0204 8.52144 7.69914 8.04478 7.33525 8.10406 7.11058 6.97652 6.9368 13.2654 10.8622 12.4178 10.7722 10.8507 9.2933 9.10507 9.53576 9.28369 9.00088 9.34103 9.24251 8.93421 8.21724 6.67154 6.62653 6.43008 6.26677 6.20524 6.08023 5.89468 5.83756 5.35803 5.30005 7.0015 5.63358 5.53017 5.26541 5.12972 5.5334 5.07778 5.04958 5.19296 4.93101 4.88136 4.73961 4.42 4.17344 4.92308 3.96505 3.80094 3.50055 3.44615 3.41211 3.35018 3.18631 3.18603 3.89574 3.18224 3.70945 3.01256 2.93346 2.84751 2.76368 2.52759 2.31389 2.11641 2.07155 2.05221 1.5102 1.3717 1.30284
threshold=-13.499999999999998 26.416153319644085 0.24221760622440516 0.83696997323293798 -0.01603706460446119 1086768.0000000002 175016.25000000003 5.5000000000000009 0.0024063441669568424 0.015514897182583811 2.5000000000000004 -1225.4999999999998 3.5000000000000004 0.17063717148799398 0.0074190937448292979 13.500000000000002 0.045402130112051971 0.044047848486354367 1.0604398162647313 -1688.4999999999998 3510560.2050000005 0.0082500000000000021 -684.49999999999989 -0.025542599149048325 38850.750000000007 0.013055640272796156 1.0000000180025095e-35 0.0012472943053580823 0.0030151879182085399 0.027335800230503086 0.0051121152937412271 81090.000000000015 2315700.0000000005 0.073050000000000018 0.65243101606910658 -0.0036724008386954661 -0.014442284125834702 -0.002110184519551694 0.012625966686755421 -799.95833333333314 -0.027152799069881436 -2017.4999999999998 -0.0054397925268858663 0.025750000000000006 -0.013837920967489479 -0.0078736478462815267 0.062750000000000014 2.5000000000000004 0.0074942167848348626 0.014810703229159118 -2167.4999999999995 -0.0087612015195190889 17.882843137254905 -0.023933817632496353 -0.03651424124836921 28.757352941176475 39935.250000000007 -3473.4999999999995 0.15467692593799481 0.08185000000000002 -13285.499999999998 -2247.4999999999995 -0.0033057018881663676 0.016602435149252418 3.7912443131933915 43.500000000000007 0.044135537304481602 0.27429467084639503 0.39585000000000009 -0.020999920554459092 2.5000000000000004 0.0032500000000000007 2.5000000000000004 4.5000000000000009 0.0064914333634078511 0.0015261311782523992 0.48034916116072962 -0.030452007427811619 -0.011570152826607226 -0.0083242729306220991 0.34644736434523943 1.5000000000000002 0.069492012954793861 59259.750000000007 0.0074204136617481717 0.81545929798356986 39387.000000000007 0.077929613052903288 0.14095000000000002 -0.021795555017888543 0.063630647957324996 8.4378221649484555 -0.018512101843953129 14493.423750000002 2.5000000000000004 0.0044391395058482894 0.43502602578678168 0.44094682679803715 -0.05308390595018863 -625.49999999999989 0.047103882634037773 18527.681250000005 -0.0010547885322012005 -0.0096000684425234777 8.5727513227513246 -1.0000000180025095e-35 89022.750000000015 12.500000000000002 0.080750000000000002 -0.010429801885038613 0.033550000000000003
decision_type=2 2 10 8 2 10 10 8 2 2 10 2 8 10 2 10 2 10 10 10 8 10 10 2 8 2 2 2 2 2 2 2 10 10 8 2 2 2 2 8 2 10 2 8 2 2 8 10 2 2 10 2 8 2 2 8 10 2 8 10 2 10 2 2 10 2 2 8 10 2 2 8 2 10 2 2 10 2 2 2 10 10 10 10 2 8 10 10 8 2 2 8 2 10 2 2 2 10 2 10 8 10 2 2 8 2 10 2 10 2 8
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Tree=460
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split_gain=6.29524 9.7049 7.19012 7.39088 6.90609 5.93013 5.68113 9.34097 6.72046 7.03356 8.28538 6.90291 6.67113 6.66947 6.23295 6.20477 5.81712 6.51786 5.81394 11.0914 10.1199 10.7951 9.10156 7.5603 6.61832 11.2742 12.4688 11.649 10.8366 10.4268 8.47476 7.92034 10.7597 9.27448 8.81929 10.8197 8.24291 7.20725 6.85477 6.09749 5.54104 5.71312 6.75998 5.5405 5.36188 5.31076 8.20566 4.94533 4.91244 4.68166 4.47799 4.41101 4.31173 5.08287 4.29586 4.21368 4.03429 3.92666 5.47397 3.91281 3.84271 3.83057 3.53199 3.52623 3.25096 3.23117 2.9217 2.84336 2.71685 2.7018 2.49639 2.44201 2.28395 2.22229 1.91809 1.83212 1.8025 1.71478 1.4089 1.36359 1.27922 1.16553 1.13452 1.01025 0.711764 0.561012 0.225136
threshold=0.079474326223135008 3.5000000000000004 -1669.4999999999998 0.15467692593799481 -1968.4999999999998 0.011057582683861257 -0.050207791849970811 0.019067074172198776 0.04084154590964318 -0.026518718339502808 0.5769039110295785 0.039610931649804122 0.094800000000000009 0.32532159068504546 36074.115000000005 0.76953601953601969 -2096.4999999999995 0.012938212603330614 0.056907870646720211 35.356517531348267 0.028026272784964137 137.58571428571432 0.079190117793624629 0.82464773941867509 20267.550000000003 1232779.8150000002 -53.499999999999993 0.85739756054958072 0.77315302676694309 0.07612551423205012 0.19674087154190631 212553.00000000003 0.037693217396736152 0.59791733728331498 231820.87500000003 0.76702993007865949 17167.268571428576 0.010416562501054518 14.500000000000002 0.23645000000000002 1.0000000180025095e-35 -0.027591278776526448 6891.1170097471577 -0.002110184519551694 0.79091037558954924 0.0034139266936108474 43273.350000000006 0.97835000000000016 0.0081000000000000013 762.62085447275911 -1157.4999999999998 0.82879593206194901 0.078550000000000023 0.64403251993736543 2.5174537987679675 -0.01579363830387592 28306.318500000005 0.020019646692342737 0.035551490262150771 -0.00050359530723653723 113.50000000000001 -0.023556847125291821 11.500000000000002 -0.028392508625984188 -0.0022495816228911276 8.5000000000000018 298733.66250000003 0.051055209711194045 0.0095718218232120952 0.077097902097902113 0.021250000000000002 -0.0020689009688794609 -0.01275685243308544 0.13598880171775821 78749.025000000009 0.085116182504394927 -0.059381730854511254 0.34131994261119086 -16966.499999999996 0.87827107664737547 -0.01492128614336252 23.500000000000004 -0.0072029251605272284 0.13772501961415082 -0.048661982640624039 -1107.2426470588232 425169.00000000006
decision_type=2 10 10 10 10 2 2 2 2 2 2 2 8 10 8 10 8 2 8 8 10 8 8 10 8 10 10 10 10 10 8 8 2 10 8 8 10 8 2 8 2 2 2 2 10 2 10 10 10 8 10 10 10 8 2 2 10 8 2 2 10 2 10 2 2 2 10 2 8 8 10 2 2 2 10 10 2 8 2 8 2 10 2 8 2 10 10
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leaf_value=5.0557583288551076e-05 0.0064519521923067195 0.020003674902106257 0.0021270669731195918 -0.0029163602623518883 -0.0099682588293752844 0.020114689198356381 -0.0055006957965400326 -0.0019632126063213319 0.0021151729527250926 -0.01075579350553822 0.015999381191191812 -0.0097727625189950318 0.01472032311027148 0.0053497300035881996 0.012029412510068916 -0.0047220221971413807 -0.00070073795909661072 -0.003820374170450256 -0.0023398972242409011 -0.00069457407901126259 0.0050184797361354713 0.010210567931472162 4.058240102612071e-05 0.0080910596954732097 -0.001989660340637911 0.0021619304813721824 0.0011431637369126769 0.0043028256129122562 0.016658319181030883 0.0013104012630956779 0.017360738377197447 0.0075921221557764887 0.0055738613565673219 0.0051283384495738682 0.00044534269473212794 -0.0079861535635764591 -0.0056658762917126612 -0.0070024381887111064 -0.0042919743249349293 -0.004977335242611583 0.0095377886174341057 -0.00010380232428890518 -0.012347333672204667 0.013261441893269534 0.0062674509229281071 -0.00052357104438631756 -0.0017915935094711668 0.012905740620248123 -0.0074547473434420364 0.003871189302233095 -0.0030534087195322932 0.022163893386475998 -0.00098864154242829603 0.0011169854803374229 -0.0022075012687920691 0.019427575341570989 0.0091376884143066651 -0.013697396447530617 -0.0086841715273819915 0.0054849248541447839 -0.0012539313327723045 0.0063305763961069746 -9.9081644080893582e-05 0.00084161565874716986 -0.00864823443032103 -0.0023077671085742673 -0.003447220182577222 0.00022807320011782679 0.009506439400899817 -0.009018844688357475 0.016054691001807515 -0.00340387801545211 -0.0017514689041523437 0.011388897036287171 0.0065685440822345047 -0.0034800929859855807 0.014351983740758866 -0.00031388695445657566 -0.015962951046795855 0.0017691100927664154 -0.017160332399777267 0.0019339160481418761 -0.015371459950248219 -0.0076782065953189763 0.025094114148674185 0.0059425884316091073 -0.0010893392921268606
leaf_weight=7.6489883940666896 7.9794763512909404 5.8923157299868771 6.5512141091749063 5.3686669822782296 7.7579607730731412 4.5355443465523404 9.1611800370737893 17.181016696617007 4.1605219766497603 25.585841121384874 7.5603240486234418 5.3552007935941202 13.128056616522374 6.8081196835264519 8.5126969921402615 7.0004594996571523 6.6049918215721872 12.464587507769464 583.69027892779559 19.41280472278595 18.710957186296582 13.270599737763403 636.19071001559496 58.039961308240891 2277.9971647299826 48.293789472430944 32.48598369769752 154.8656904399395 60.190645668655634 1268.1006722198799 28.66470686532557 12.92861214466393 174.80647180229425 90.660174561664462 6493.574606526643 71.068519026041031 34.014143966138363 125.90592038072646 60.060849994421005 27.992426827549934 7.6163741443306208 29.485629465430975 105.54227859992534 43.03721022605896 9.9286850206553918 5.0927130393683919 5.4320482462644604 5.2294730683788648 5.8956391084939233 8.3079179655760544 7.2628752952441564 23.298370337113738 8.61601524800062 11.713409859687088 8.325461218133567 11.039282349869611 4.4946996765211207 73.865166847594082 5.8886948488652733 9.6669941185973549 5.2488756682723761 13.778436151333151 8.3098285831510967 6.8745039142668238 7.6717896107584265 7.6819057846441856 5.1384576973505309 8.0403830613940936 4.0572496652603141 10.737336447462438 6.488880917429924 7.8748114919289929 6.2511293338611713 3.5034101400524378 7.2721385639160872 4.6198393935337663 6.0257096886634836 4.7435480188578358 46.042710647918284 4.6203187135979542 24.473432584200054 4.4672625511884689 21.18848549481482 5.0944383163005122 19.616370675154037 5.2443818040192109 4.4578036498278379
leaf_count=104 111 84 108 144 122 82 137 99 99 149 100 121 150 85 126 83 93 135 13276 89 153 79 3946 283 32680 921 290 4807 1187 24933 504 274 2726 4085 91861 2509 672 2048 2034 174 88 501 1583 198 89 63 94 89 128 118 80 175 151 141 148 148 59 1154 105 131 104 239 108 91 222 152 103 104 72 138 81 88 95 77 93 122 105 50 709 120 447 112 288 99 315 60 63
internal_value=0 -0.00404253 -0.00630022 -0.00159278 0.00685356 0.00719995 0.000138865 0.00407742 8.11661e-05 0.000139162 -0.00380688 -0.00512652 -0.000440902 0.00976085 -0.00460674 -0.00298323 0.00288089 0.00750201 0.000212092 0.00199988 0.0024935 0.00963518 0.00160812 0.000804392 7.63447e-05 0.00118425 0.000510521 0.00505284 0.0108378 0.000154316 0.00994837 -0.000191466 -0.00126047 -0.00169965 0.000220652 0.000343735 0.00359136 -0.00527979 0.00182829 0.000825613 -0.00711171 -0.00843278 -0.00984007 0.00936407 -0.00615994 -0.00579172 -0.00956324 0.00351319 0.00369576 0.00338187 0.00936154 0.0166776 0.0130764 0.0153426 0.00903303 0.0141318 -0.00749695 -0.00864668 -0.0100742 -0.00241535 0.0187923 0.000560524 -0.0077614 -0.0114134 -0.00173471 -0.0129598 0.00712273 -0.0124385 0.00192426 -0.00394063 0.01069 0.00409204 -0.010949 0.00555731 0.00133719 0.00415714 0.0102812 -0.0138011 -0.0145983 0.0163916 -0.0153924 0.0164455 -0.013427 -0.004377 0.0225696 0.00339905 -0.00817939
internal_weight=0 180.277 152.34 85.1892 27.9376 25.5467 12929.2 178.024 12751.1 12603.6 220.717 204.832 103.596 74.4282 147.579 89.4582 39.9219 30.1089 12382.8 865.539 839.953 83.2724 756.681 694.231 11517.3 2236.35 1912.94 323.411 108.484 1851.79 61.1507 9280.96 2577.48 2368.66 6703.48 6564.64 208.821 138.835 214.927 41.263 164.91 149.419 135.028 62.45 133.928 59.6426 42.6285 14.3907 17.0141 39.4362 20.3909 42.0093 57.2472 48.6312 15.8858 17.6443 123.999 114.885 101.573 17.425 36.9177 19.6671 50.022 67.1503 16.5439 60.5991 13.6512 81.9055 13.3122 19.0453 14.1379 15.4912 35.7494 8.87208 14.2726 9.11454 11.1184 34.649 53.7246 10.5126 29.9055 9.00281 27.4396 9.25496 26.4245 10.4933 9.813
internal_count=201163 3152 2695 1635 457 637 198011 2293 195718 193347 3294 3046 1338 955 2371 1153 560 376 190053 5246 5097 581 4516 4229 184807 47952 39003 8949 2108 38209 794 136855 40163 36765 96692 94370 3398 2322 6841 253 2486 2310 2084 287 2142 998 702 226 296 486 230 328 856 705 248 241 2053 1872 1602 253 564 344 667 1060 443 952 229 1258 270 256 185 176 491 221 176 181 168 591 861 204 541 194 383 198 400 164 184
is_linear=0
shrinkage=0.0227381


Tree=461
num_leaves=68
num_cat=0
split_feature=126 167 133 220 190 61 212 208 218 144 229 191 143 11 144 18 196 162 135 6 135 7 5 162 135 132 150 220 193 17 89 126 44 210 133 191 153 181 5 218 41 180 232 131 19 8 229 73 182 202 227 135 206 202 144 217 41 217 186 7 232 131 194 184 211 182 149
split_gain=6.35409 5.79643 9.45725 6.03985 8.3524 8.23578 7.69593 7.58389 8.23192 7.84453 8.97096 9.52049 8.56489 7.07707 6.13866 9.04668 10.7545 6.90984 8.58934 6.93443 6.32303 6.33653 7.09416 6.28856 7.7396 8.93937 7.1981 6.93212 6.67944 8.96286 6.53563 9.199 6.99061 6.34427 6.17444 6.0957 5.73965 5.35091 8.21972 7.76278 7.04052 7.76727 5.31439 5.30442 4.88494 6.28528 4.74511 4.68624 4.53115 4.05151 3.96164 4.00762 3.91153 3.75491 3.73682 3.4635 3.37907 3.35972 2.92283 2.76692 2.30298 2.06806 2.00052 1.43567 1.37432 0.997042 0.439911
threshold=0.62422328632730395 2.5857142857142863 0.12720264535706255 -0.023944437503814694 121.50000000000001 0.060450000000000011 0.036401206627488143 -0.021510390564799305 -0.0078542074188590032 -91.499999999999986 -0.0085415118373930437 6.5000000000000009 -1298.4999999999998 2.5000000000000004 -14.499999999999998 -955.49999999999989 0.3166987259825752 2.1189494612308954 0.024853064947271044 1125045.0000000002 0.19318515774079584 35687.250000000007 101306.25000000001 1.0162192876463474 0.43393030664646531 0.0090006882504985886 221.50000000000003 0.012327735312283041 1614.5000000000002 -5923.4999999999991 9.5000000000000018 0.13726154999772025 0.99875000000000014 0.014083502348512413 0.1079657124572771 24.500000000000004 76558.590000000011 148733.91666666672 90009.000000000015 0.010468312539160253 0.30850602613156303 5204.1262500000012 -0.0048680019099265328 0.15966641019975317 10.500000000000002 254250.00000000003 -0.018512101843953129 0.74845000000000017 -575.81666666666649 -0.050117665901780122 -0.011607359629124401 0.085116182504394927 0.0045057733077555904 0.12219888716936113 -1436.4999999999998 -0.014142971485853193 0.30850602613156303 0.030320745892822746 2363.895 43557.750000000007 -0.00080495845759287466 0.54596857083700179 0.032086479066575156 137669.2285714286 0.0052956819999963054 -657.96874999999989 -1222.9166666666663
decision_type=2 10 10 2 10 8 2 2 2 10 2 10 10 2 10 2 10 10 10 2 8 10 2 10 8 10 10 2 10 2 10 2 10 2 10 10 10 10 2 2 8 8 2 10 10 10 2 10 10 2 2 8 2 2 8 2 10 2 8 10 2 10 10 10 2 8 10
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leaf_weight=5.3950720420107272 3.4529256555251786 8.7522673606872541 10.794173459522428 10819.05963733932 5.8961355481296769 22.371979523450136 6.4241609056480211 6.9660390876233569 4.8014846863225094 8.7024806635454315 60.896307888440788 46.248900869861245 30.114313821773976 12.9310832968913 27.097644847352058 17.48507770081051 11.679743900895119 23.161738531664014 8.5611715605482441 11.272534124553202 7.9130053906701496 7.2115286020562044 26.73977462016046 398.32096187863499 12.794945347122853 49.169912628829479 54.394345669075847 5.4579823594540349 6.3737763725221157 14.587812545243652 99.82660552393645 52.962940856814384 49.450084863230586 6.5643911873921743 216.5651618540287 6.0660408809781101 110.03850797750056 10.165805317461489 128.03044233936816 41.594246120192111 40.620792886707932 211.32935221865773 71.816369044128805 16.653575683943927 14.845430696383117 50.659241806715727 27.781840694136918 21.364066992886364 16.776898407842967 8.5717188837006724 6.131299774162474 15.054732359945772 10.703465544618664 5.3977174311876288 11.226540070027115 24.782207085751001 10.485671564936636 4.7027092073112717 15.49690021853894 4.6226435769349319 13.936290755402293 4.8550982996821395 2.5945409871637812 5.4606552342884243 4.5458061443641782 4.2921970002353209 12.440213792491704
leaf_count=88 123 99 70 172834 85 219 117 131 63 140 1163 737 476 153 193 108 77 149 60 154 112 125 362 2973 204 506 340 92 131 217 1439 893 971 84 1956 88 1076 135 2085 684 565 3798 590 178 101 343 425 273 163 83 49 310 138 87 126 434 121 97 117 88 126 144 63 100 76 74 439
internal_value=0 0.000301898 0.00760077 0.00027033 -0.00155259 -0.000960708 -0.00240112 0.00256012 -0.00397233 0.00490629 0.00228894 0.00900277 -0.00207494 0.00494448 0.000401511 0.00437091 0.00643011 0.000335538 -0.00404984 -0.0060465 0.00899287 0.0156873 0.0190129 0.000403281 0.00241732 0.00190346 -5.81249e-05 0.0133575 0.000266285 0.00949362 0.000232265 0.00477456 0.000164685 0.0161745 0.00514237 0.00873234 -0.00749397 -0.00328269 -8.30584e-05 -0.00158659 -0.00490233 -0.00274388 -0.00996348 0.0146683 0.00489059 0.00709863 -0.0100326 -0.0087181 0.0137721 0.0138942 0.00473227 -0.00105939 -0.00183756 0.0183938 -0.00360074 -0.0103166 -0.0062429 -0.0127707 -0.00536368 -0.0124714 0.0177311 -0.0149886 -0.0107236 -0.00731569 -0.000593169 -0.00506096 -0.0129207
internal_weight=0 13075 47.4266 13027.5 868.296 820.595 584.291 236.304 60.8675 175.436 144.226 53.2149 91.0106 58.3623 12159.2 189.614 161.643 11969.6 174.398 151.236 134.467 41.8643 34.6528 11795.2 742.101 718.45 452.715 23.6506 11053.1 31.8182 11021.3 152.79 10868.5 21.1522 265.735 46.4775 139.964 525.929 179.79 169.625 346.138 251.95 94.1883 27.4477 92.6023 77.7569 47.7015 131.403 29.708 31.2105 26.5811 21.186 16.7695 18.1927 19.9788 34.2864 27.9707 29.4849 27.1766 41.8054 22.508 32.6369 18.4877 11.8848 9.16845 10.666 15.8931
internal_count=200820 200195 473 199722 13550 12732 8835 3897 1041 2856 2507 868 1639 759 186172 1659 1430 184513 1712 1563 1236 599 474 182801 6158 5775 3313 383 176643 506 176137 2332 173805 301 2462 542 1409 8076 2904 2769 5172 4363 809 248 637 536 818 1349 316 349 447 359 226 291 225 594 229 531 194 733 209 569 625 217 164 205 562
is_linear=0
shrinkage=0.0227381


Tree=462
num_leaves=65
num_cat=0
split_feature=180 41 41 203 207 198 133 197 55 162 155 41 38 149 119 50 223 226 53 125 211 134 39 123 227 128 73 91 18 123 145 203 123 190 136 31 213 86 143 41 91 38 152 211 38 204 130 228 136 133 186 208 226 174 219 59 228 141 226 39 228 202 57 155
split_gain=6.96088 6.85153 9.05267 8.04244 6.72478 6.16532 8.93875 6.90137 12.1291 7.22741 6.6601 6.51413 6.1982 12.4842 8.74055 7.81114 7.77826 7.31489 8.65819 9.24887 7.31484 7.07127 6.76337 6.67904 8.1899 6.85885 6.35839 6.19664 5.33362 5.33355 4.76631 4.75348 4.5472 4.28616 4.2604 6.39442 4.14042 4.17767 4.10145 4.07108 4.06551 5.88395 6.07305 4.03475 3.73062 4.15739 4.95246 3.67254 2.96646 2.73435 2.65444 2.26489 2.20812 2.54415 2.25024 2.39385 2.18274 2.17586 2.14001 1.26491 1.26945 1.10841 0.819009 0.439327
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Tree=463
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internal_weight=0 64.1488 13028.8 1490.25 1473.96 282.149 1191.81 196.985 87.1827 79.2367 11538.6 635.508 123.905 95.2861 77.4023 10903.1 2350.14 130.509 8552.94 2403.23 946.284 6149.71 3382.88 855.919 2766.83 493.723 830.231 1456.95 575.117 404.244 90.3648 71.1262 95.1623 2273.1 1976.26 881.832 854.591 83.3521 66.1714 2219.63 259.4 1960.24 1820.13 1127.05 693.078 445.405 511.603 140.102 76.0965 64.0054 3321.84 3175.4 146.438 48.3182 400.034 340.292 299.581 101.025 198.556 296.842 170.873 1145.74 1139.44 109.802 47.5431 32.2291 61.0433 1103.82 1073.36 30.4635 17.6119 65.0548 111.569 96.4213 75.3471 45.4608 151.967 82.2155 35.3464 15.984 19.5396 43.4314 58.7519 49.7024 69.7516 85.1642 52.1139 26.5494 19.6772 27.2409 17.1807 51.0501 59.6971 23.7885 40.7108 35.6191 25.6879 28.6192 46.076 107.433 73.8297 33.603 33.0503 16.2851 13.3217 25.5645 51.6639 19.2386 29.8863 21.9324 15.314
internal_count=201048 969 200079 19434 19122 3719 15403 2477 1642 1463 180645 4747 887 640 520 175898 49690 2567 126208 44155 18089 82053 37178 16707 44875 6375 16277 26066 9130 6392 1382 1026 1932 38500 33865 16936 16432 1640 1294 47123 3925 43198 39623 27144 12479 5981 3860 3575 2124 1451 35853 31968 3885 394 2991 2527 2249 763 1486 4635 2738 14829 14770 835 795 514 1325 14382 13875 507 371 433 869 741 580 347 2471 1461 635 243 377 954 530 447 1010 1242 829 437 279 504 346 305 1086 363 278 388 430 247 574 1454 1200 254 413 312 189 392 324 356 233 236 281
is_linear=0
shrinkage=0.0227381


Tree=464
num_leaves=112
num_cat=0
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split_gain=6.99778 9.12711 9.05346 14.5836 11.8312 9.9063 9.66387 9.11408 9.19388 8.74352 8.52978 8.87898 10.3131 8.48859 8.00903 9.72826 11.1448 7.7938 7.5558 7.53614 8.22897 8.19381 7.50216 6.97915 6.93536 9.9595 10.3301 8.57115 9.84209 9.41194 10.2448 8.37935 8.22227 9.74935 7.61091 7.47101 9.39533 8.76812 8.26935 7.2158 6.86901 6.85964 6.71351 6.60604 9.83633 10.2765 9.39737 8.26175 8.4394 9.31769 10.5657 8.17331 7.626 7.59681 6.91501 7.81548 7.68321 10.4829 7.68132 6.51984 6.50861 8.0322 6.49524 6.48 7.06407 6.3737 6.37188 6.32302 8.08524 6.32274 7.13886 7.00035 6.31094 6.22507 7.82138 6.77363 6.16085 6.01137 8.30214 13.8974 10.1256 10.8802 10.0598 10.7932 9.75738 9.30786 8.54263 8.35174 7.90601 7.42484 6.95556 11.3495 12.2415 9.8857 9.10236 8.93448 8.11066 7.42787 7.80448 7.38875 6.92734 6.74656 6.35131 5.91051 5.88296 6.95775 5.8553 5.83098 5.81516 9.83295 7.61645
threshold=-0.016098974272608754 -14.499999999999998 0.5145945707321371 -0.0054624280892312518 6.5000000000000009 93.500000000000014 2.5000000000000004 -234.49999999999997 0.038442060351371772 -0.015476848930120466 3.2434924305354649 4.3599412449667119 -919.49999999999989 0.47754532340035155 0.59868813000911769 0.0065500000000000011 -873.94999999999993 1.5000000000000002 0.42117368155645457 459074.25000000006 34503.000000000007 -0.016753444448113438 0.068204797804355635 -0.0068147147540003053 28.546411483253593 4237.9325870740968 -0.014995568897575138 0.35388994307400384 0.49453329271814378 -0.0046159336343407622 -0.030785972252488133 215844.75000000003 0.30901067050271752 -0.0012451869552023707 38.517879948914434 0.99999888894567346 4.5000000000000009 -0.016226018778979775 0.18548022293587349 215.80909090909094 1.0566745624822425 0.13034473074718603 0.0036946790060028438 -0.010836204048246144 0.011150000000000002 15950.004503679105 -0.01438481919467449 0.0066500000000000005 7540.0606435947284 11.83438818565401 0.012129159644246103 0.008043500000000002 0.14758932844016001 0.024792406708002094 -0.0089895850978791696 -59.499999999999993 -0.018381240777671334 689.36392628205135 59670.090000000004 0.89786459735991964 0.12509561330080035 0.032389500930094926 0.11865000000000002 15.898417794083928 76.500000000000014 129229.31250000001 1149971.8725000003 1.0000000180025095e-35 0.15244352235810624 0.010469250846654178 -0.018305568024516102 0.0060266500804573306 7.9466265213948253 -0.025832133367657658 443377.46250000008 0.005739176645874978 0.024317313061048913 0.0073229020927101382 0.017283245019544789 -0.0080763837322592718 0.8403199264308906 447750.00000000006 57.500000000000007 0.18782825604001901 0.010804500000000002 -36.499999999999993 16.500000000000004 -0.015852361917495724 33766.875000000007 2.5000000000000004 7.7611687275628247 -0.01483378605917096 -462.23611111111103 -2583.4999999999995 0.010599500000000001 0.80783375724491269 30393.000000000004 0.2202159306649534 0.91170496990640182 563.50000000000011 10.500000000000002 100531.87500000001 -0.0061851341743022195 45.500000000000007 0.010436515323817732 5.5554895754180365 0.0055018116254359492 -15423.499999999998 -476.49999999999994 0.64715337901823411 0.062678571428571445
decision_type=2 10 8 2 8 10 10 10 2 2 2 2 10 10 2 10 8 10 8 10 10 2 2 2 10 2 2 8 10 2 2 2 8 2 10 8 10 2 10 10 8 10 2 2 10 2 2 10 2 10 2 2 8 2 2 8 2 8 8 10 2 10 10 10 8 10 8 2 10 2 2 2 2 2 8 2 2 2 10 2 10 2 10 10 2 8 2 2 10 2 8 2 10 8 2 8 8 8 8 8 2 10 2 2 2 2 2 2 10 8 10
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leaf_count=173 12166 730 4744 431 576 232 277 978 223 190 2426 1141 1970 1366 792 373 1129 254 124 315 168 1186 99 471 157 528 2670 359 111 1298 709 738 282 353 153 351 179 449 154 300 240 169 406 478 308 91 355 330 691 461 232 793 216 110 930 69 772 244 463 2528 474 1422 259 144 430 1383 433 5920 446 141 622 130 166 1467 329 554 873 509 377 656 22431 131 7843 32658 4432 6181 2037 1869 2205 2274 713 2106 2001 7349 14999 4343 8572 1230 1136 670 735 883 282 90 287 100 310 356 1237 3215 76
internal_value=0 0.000284235 -0.00100848 -0.00231624 -0.000550641 0.000298357 -3.42747e-05 -0.00112882 0.00380174 0.0114826 -0.00223465 -0.00423957 -0.00170099 0.00163936 -0.00544822 -0.00440443 0.00323564 0.00561826 0.0111979 -0.00279698 0.00131619 -0.00164163 -0.00580759 0.000491351 0.000198859 0.00225961 0.0012316 0.00208635 0.00378851 0.0020231 0.00679786 -0.0007469 0.00879788 0.002376 -0.00766833 2.87216e-05 -0.00347587 0.00670158 0.0121908 -0.00198055 0.00564968 0.0104576 0.0024969 0.00130228 0.0047881 0.0067219 -2.44943e-05 0.000225103 0.00500757 0.00732711 0.0112542 0.0109137 0.00766085 0.0134379 -0.00102725 -0.00266402 0.00276057 0.00685042 0.00420015 -0.00408229 -0.00775003 -0.002215 -0.00727855 0.015603 0.0188211 0.0122785 -0.00257342 -0.0049518 0.00246625 -0.000591571 -0.00315486 -0.00568951 -0.00188361 -0.00491362 0.00312065 -0.00620969 -0.00472104 0.000145133 -0.000265805 0.00140753 -0.000684001 -0.00218136 2.89016e-05 0.00046303 0.00324888 -0.00244076 0.00501916 -0.00175134 -0.00040092 -0.00336341 0.000970078 -0.000320352 -0.00138248 0.00188303 0.00216955 0.0032736 9.03984e-05 0.00399356 0.00549625 -0.00556894 0.00394991 -0.000273533 0.0109677 -0.000612342 0.0129336 0.0197836 -0.00781753 0.0101128 0.000882963 0.00251087 -0.00542792
internal_weight=0 10374.8 2726.8 1359.6 875.922 1367.2 1336.04 842.246 150.453 31.1633 691.793 419.148 272.085 173.968 483.673 445.508 67.3823 154.661 33.6759 432.551 148.068 116.298 378.126 117.074 10220.1 771.376 675.403 622.228 439.055 356.019 126.12 229.899 95.9731 55.3458 53.1749 9448.72 295.787 33.6057 26.2184 183.172 58.4803 83.0362 121.267 903.486 206.29 179.198 71.9486 697.196 139.333 118.587 82.0022 107.249 34.1969 90.307 557.863 391.32 166.543 92.8821 64.1202 327.2 272.477 84.5881 98.1174 40.6273 34.3749 77.2141 73.661 262.181 44.6563 105.649 89.3079 78.7135 54.891 284.483 37.835 246.648 58.5941 9152.93 6113.42 1218.29 4895.13 1573.17 3321.96 2970.03 769.499 1549.61 515.997 448.792 253.502 352.615 3039.51 1261.7 1017.12 1777.81 1733.29 1191.79 758.63 244.582 214.023 258.49 96.177 541.5 23.5666 79.0936 33.3788 16.9733 44.5205 23.377 272.646 220.854 51.7915
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is_linear=0
shrinkage=0.0227381


Tree=465
num_leaves=112
num_cat=0
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split_gain=7.0528 8.6174 8.80045 7.6681 8.11147 7.99508 8.1874 7.94073 11.1011 8.91199 8.24166 8.00961 7.73744 8.53218 7.66492 7.65454 7.61102 8.21574 8.08967 7.29365 6.67399 18.4077 17.1177 24.2593 17.0707 20.7088 13.6132 14.6123 14.1008 14.023 12.266 11.158 10.6832 10.1036 10.0872 8.87664 9.93406 9.10421 8.74918 8.77572 9.90532 9.41971 8.48543 20.7815 9.90328 9.09933 8.87411 9.94987 10.0171 9.74769 8.95149 8.74865 8.48371 13.133 10.1718 10.5726 9.1495 8.46943 8.38297 10.9088 9.80809 8.59066 11.7296 8.37624 8.35305 7.85363 8.46719 9.11761 7.76161 7.72794 9.8391 8.15526 7.64594 7.63123 7.55778 7.5411 9.65413 7.4794 7.4225 10.1568 8.75251 12.3338 8.30441 7.33634 7.32436 7.27532 6.7253 7.63516 6.52009 6.39459 6.18987 6.11954 6.38222 6.06155 11.7752 8.78675 6.88957 6.24717 6.05136 5.92131 5.92095 7.12323 7.59689 5.88129 5.86392 5.83263 5.78912 8.56802 5.74959 5.60944 5.58898
threshold=0.71633168921877466 -0.045596079900860779 -0.038636365905404084 0.0093954978510737436 -0.027735065668821331 -1327.7434210526314 0.37445216871459414 -0.00077900802716612805 0.040399357676506049 0.00054622921743430208 -923.49999999999989 62638.615032467533 140366.25000000003 241398.00000000003 0.045402130112051971 -0.0078837028704583628 26.500000000000004 0.0056850982364267119 -940.49999999999989 0.77525000000000011 0.0672674769411305 0.055831623251899817 0.06818005213487989 0.072765374594447915 0.057981068504178723 0.061176365448172378 0.053473464477294765 0.053275650076722532 4.5000000000000009 0.61184778609404211 0.014822641853243114 0.0031456680735573177 -0.067972425371408449 13.500000000000002 0.071150000000000005 0.11725175865800867 0.042700752480621045 31487.681250000005 0.31698564593301443 1.0000000180025095e-35 0.07664890214800836 550806.75000000012 0.079579890459222535 -0.010198939591646193 0.48814599484747406 -0.024232415482401844 0.019691563211381439 893.99730508474579 45285.60242872341 224997.75000000003 -0.021350195631384846 0.89381445965509887 -0.013683533761650322 0.064919000757355419 0.98501874475105422 -0.0054288709070533505 35.500000000000007 1.0106119604226651 0.0076145832426846036 0.029743619263172153 -0.0070890593342483035 0.56819496945677617 0.04697773419320584 -0.02240451984107494 31542.750000000004 -0.015735420398414132 1.5000000000000002 166079.25000000003 0.016156639903783802 0.82562951719753486 950548.50000000012 4777.0650000000014 0.60357142857142865 11.389359698681735 0.01580755598843098 -0.027559540234506127 -0.039106339216232293 112868.10000000002 0.0026016773190349345 -0.0057655610144138328 0.25186673832344092 130287.06818181819 -0.00078987871529534448 475.61250000000007 0.89105706932756901 -0.011453710962086914 0.065793395778846755 3.2796226698363911 -295.49999999999994 1.9999862434814251 0.64451465061502067 -0.020994858816266056 27.108829568788504 -7971.4999999999991 0.23170138551192332 40450.635000000009 -0.0046053566038608542 5.4558441558441571 -0.0071669714525341979 314534.25000000006 0.00041746131319087004 45.500000000000007 0.028571011498570446 0.38165074339682686 -3557.4999999999995 -1392.1547619047617 0.45643939393939398 -0.024073690176010128 0.30483058466028939 0.12321860462557692 0.00060577475233003508
decision_type=10 2 2 2 2 8 10 2 2 2 10 10 8 10 2 2 8 2 10 10 10 8 10 10 10 10 10 10 8 10 2 2 2 10 10 10 10 10 8 2 2 10 10 2 10 2 2 8 8 8 2 10 2 10 8 2 2 8 2 2 2 8 2 2 10 2 10 10 2 10 10 10 10 8 2 2 2 10 2 2 10 10 2 8 10 2 8 2 8 2 10 2 2 2 10 8 2 8 2 2 2 10 2 8 2 10 8 2 10 2 2
left_child=1 106 -3 4 16 14 -7 9 11 10 15 19 -11 -14 -5 -6 17 18 -4 -9 21 26 65 73 93 30 27 35 29 108 78 33 58 34 64 38 72 -38 75 41 -41 -40 43 44 45 -34 47 48 -44 -49 104 -46 90 86 56 -56 -55 83 60 61 -25 -60 -63 -39 -30 -22 69 -68 85 70 98 -71 -37 -24 -70 76 -2 -52 80 -80 99 -82 -81 89 -77 -45 -54 -88 -12 -31 -27 -73 -93 94 96 97 -23 -95 -67 -26 -75 -102 -103 -20 -48 -10 107 -1 -28 -8 -92
right_child=20 2 3 5 7 6 109 8 105 12 88 -13 13 -15 -16 -17 -18 -19 103 -21 22 24 23 32 25 52 28 -29 31 57 -32 -33 42 -35 -36 36 37 63 39 40 -42 -43 46 68 51 -47 50 49 -50 -51 77 -53 53 54 55 -57 -58 -59 59 -61 -62 62 -64 -65 -66 66 67 -69 74 71 -72 91 -74 100 -76 84 -78 -79 79 82 81 -83 -84 -85 -86 -87 87 -89 -90 -91 110 92 -94 95 -96 -97 -98 -99 -100 -101 101 102 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_weight=22.258962722495198 45.020983457565308 47.905856609344482 29.627742985263467 22.683981436304752 25.409492144361138 83.042606685310602 11.309693558141587 139.86927594034933 25.209706094115973 27.389774391427636 13.041647873818873 33.977630638517439 67.069704124704003 57.713561873883009 6.9838140131905666 35.375861356034875 73.859249675646424 44.251960089430213 13.062698741909118 15.36317886225879 36.48429012298584 24.410628393292427 79.347314473241568 21.439087237231433 21.772946561686695 196.56126946210861 330.3331488147378 58.495058875530958 21.978980608284473 5.8107217112556091 52.218549847602844 61.330316517502069 135.97996336221695 15.834581406787036 11.872105980291961 22.195287379436195 13.197601914405821 10.615071920678018 3662.2375644627027 370.72701671393588 264.48259782791138 2195.4592954404652 103.62319363467395 52.663941003382206 59.3486966509372 122.90261326730251 15.863402026705442 63.613756872713566 596.57648418284953 239.16328522562981 91.014851352199912 48.460774434730411 14.803737099282442 101.84692632174119 30.290517785586417 106.62366680707783 67.157969819847494 12.580781143158672 15.598999515874311 18.126708159223199 28.715421483851969 25.962790069403127 10.778591997921465 43.823404448106885 58.869741722941399 20.951034368015826 64.288879652973264 18.99290309054777 61.39712280407548 17.310173528268933 18.965274602174759 16.840745884925127 29.208291620016098 62.578607907518744 49.061969097703695 387.41086346562952 45.284739971160889 156.36028935946524 33.332302551716566 37.836123891174793 45.53494540322572 37.450807669200003 37.606212998740375 6.4824183597229412 60.650484776124358 468.61558143422008 101.64288266096264 53.356641847640276 25.698845140635967 35.083945126738399 5.4772051945328695 9.6195435514673573 72.028112649917603 7.1643243161961427 24.609531138092279 9.2859495319426042 26.05614210292697 187.45689297560602 30.717676204629242 65.177333183586597 49.059554717969149 12.679492820519956 4.397150518372654 14.759663823526351 17.058786031790078 63.700067507103086 31.070670367218554 146.08436587173492 21.953617468476295 31.438327247276902 3.7268882319331169
leaf_count=230 447 476 274 338 247 892 88 1550 305 254 100 325 711 564 92 318 854 400 86 250 314 457 1738 611 163 2789 2818 1464 165 141 566 544 997 127 138 268 121 112 63010 5862 2209 41031 2540 515 973 913 265 726 11294 3252 1382 836 115 1301 287 969 883 319 537 584 1144 529 191 416 500 148 570 189 502 155 188 183 432 1176 504 4506 520 3610 392 406 625 532 414 115 755 4153 1768 847 170 636 191 77 700 136 1081 172 459 4224 254 409 854 290 92 162 248 595 246 1553 480 275 149
internal_value=0 0.00177737 0.000813432 0.00137135 0.00237856 -0.00308389 -0.00556572 0.00376727 0.00635627 0.000791015 0.00581626 0.00935605 -0.00263091 -0.00503957 0.00632494 0.0105339 -0.00179256 0.00220701 0.00741845 0.0114406 -0.000111779 -0.000415678 0.00083301 0.000228206 -0.00292047 -0.00151731 2.26981e-06 -0.000269353 0.00332088 0.000987365 0.00309691 0.008663 0.00088243 0.0127782 0.0154436 -0.00017004 0.00577304 0.0109965 -0.000277586 -4.4869e-05 0.00247522 -0.000321376 0.000520188 0.00208331 0.00632158 0.0036929 -0.000701744 -0.00170134 -0.00317893 0.00170911 0.00281924 0.0118947 -0.00376864 -0.00203256 0.000805333 -0.00367544 0.00443753 0.0104001 0.00724406 0.0118567 -2.33711e-05 0.0164963 0.0215152 0.0146771 0.0180818 0.00584197 0.00716209 0.000984745 -0.000428629 0.00975648 0.00327396 0.013211 -0.00169073 -0.0070608 0.00482417 -0.0030394 0.00275677 0.00113785 0.00499654 0.000290812 0.00784954 0.0127848 0.00483185 0.0142935 -0.00423753 -0.00160193 -0.00693775 -0.00833976 -0.00215463 0.0173986 -0.00753984 0.0155543 0.0179198 -0.00781484 -0.00199818 -0.00978893 0.00429403 -0.0108655 0.00814215 0.00241262 -0.0032712 0.00145434 0.0112885 -0.00147926 0.012601 -0.000289663 0.00595489 0.0038743 -0.000824268 0.0022496 0.00652395
internal_weight=0 1108.16 908.744 860.838 705.38 155.458 125.791 529.819 278.12 251.699 99.5258 189.21 152.173 124.783 29.6678 60.7854 175.561 101.702 57.4501 155.232 11998.9 9082.34 2916.59 2610.39 1291.4 1012.42 7790.94 7208.81 582.13 412.245 330.929 169.886 2402.33 108.555 92.7208 7150.31 119.04 67.6361 7031.27 6492.91 635.21 5857.7 2281.7 998.431 366.692 258.883 1283.27 1002.98 700.2 302.777 280.297 107.809 681.488 475.722 305.919 136.914 169.005 59.9579 120.622 70.4671 50.1545 52.3404 36.7414 54.4385 80.8487 306.199 269.714 83.2818 631.739 186.433 70.634 115.799 51.4036 208.062 110.459 538.367 90.3057 247.375 278.711 108.775 169.936 82.9858 75.4423 47.3771 448.061 521.28 169.803 155 38.7405 40.8947 205.765 98.4884 81.6477 278.983 75.0763 203.907 50.4668 194.621 51.6687 86.9503 128.715 66.1362 17.0766 27.8224 32.9222 88.9098 199.414 168.343 352.287 42.748 9.20409
internal_count=201060 11355 9326 8850 7165 1685 1255 5389 3025 2364 835 2125 1529 1275 430 565 1776 922 522 1800 189705 146471 43234 40456 19335 12806 127136 121153 5983 4509 3507 1474 36306 930 803 119689 1349 649 118340 112112 8071 104041 32710 9393 3719 1910 23317 17812 13834 3978 5505 1809 9299 6170 3440 1256 2184 1211 3596 1841 1755 1257 720 528 665 2778 2464 759 5674 1705 590 1115 700 4150 1006 6228 967 4992 2941 1212 1729 1157 820 892 5261 4668 2730 2615 270 777 3129 960 777 6529 1997 4532 916 4360 402 572 2412 1236 382 248 513 900 2029 1783 3298 363 340
is_linear=0
shrinkage=0.0227381


Tree=466
num_leaves=112
num_cat=0
split_feature=177 214 141 7 232 165 41 142 124 231 18 132 17 209 17 180 131 122 223 212 187 228 19 184 195 122 217 124 215 130 40 19 204 226 31 150 198 161 18 217 19 155 161 122 122 76 144 228 230 1 189 126 175 150 122 93 220 195 31 214 195 130 184 212 130 205 50 19 230 62 227 187 152 189 231 205 8 229 58 221 230 150 122 93 93 58 18 156 76 212 60 222 222 215 217 155 131 27 205 183 228 225 181 202 214 196 224 119 232 215 57
split_gain=6.90973 8.61089 9.62848 10.2321 8.3498 12.4497 8.459 8.00091 11.156 11.5983 7.47993 7.3469 7.28689 7.86346 7.53276 6.4909 9.5767 7.89981 6.97715 9.24373 6.56693 6.4475 9.63597 13.8443 10.5661 10.0986 11.9711 9.66152 9.16908 8.6767 8.51908 8.45335 10.2049 9.08722 7.60432 7.57536 11.8308 9.51194 9.09772 7.94052 7.55455 7.83789 7.53364 7.4549 12.2118 10.6701 11.5872 10.7239 8.512 8.24651 8.07975 8.53861 7.83105 7.42187 7.39262 13.1091 8.64562 10.0383 7.35486 7.27646 7.00442 8.84482 10.0678 8.17651 9.6247 10.2169 9.07914 9.02279 8.86451 8.52772 8.42959 9.09114 8.87043 8.07447 6.96533 7.38557 6.96485 8.26027 9.63504 10.1072 9.50225 9.26499 7.787 7.21359 7.15365 6.93605 6.85481 6.8444 7.71448 7.95285 6.8436 6.73608 7.10909 6.8456 6.67115 7.69947 7.3813 6.5996 6.57036 6.30113 6.27391 6.26972 6.57645 6.26928 6.29653 6.05881 5.82993 5.82325 5.80238 7.69041 6.8251
threshold=0.30901856763925734 -0.024804770946502682 0.50075100827962127 35525.250000000007 -0.0039891269989311686 0.26393188854489169 0.14509547980217227 -854.47222222222206 26.668035592060239 -0.0061031689401715985 -4153.4999999999991 0.017804777127776311 -6978.4999999999991 -0.014970751479268072 -6221.4999999999991 11516.681250000003 0.25420241673316007 0.055831623251899817 0.009559559170156719 0.0086918291635811346 3.2085144927536238 -0.011715715285390614 10.500000000000002 301426.87500000006 7.9946236559139789 0.051227960271598656 0.0074964982923120269 49.668720054757024 -0.017036017961800095 0.15894927146589896 0.022472112110280201 17.500000000000004 0.041511544957757003 -0.0018511325470171867 5.5000000000000009 -2453.4999999999995 0.064228020031347213 0.15658309404619322 -3122.4999999999995 0.016670915298163894 15.500000000000002 219003.90000000002 0.22836401748409882 0.066110228077407587 0.061630759482036043 0.077600000000000016 -189.49999999999997 0.0026024612598121171 -0.0097723579965531809 1.0000000180025095e-35 0.28498912255257441 0.042690423893276562 2.5000000000000004 273.50000000000006 0.02923969076451189 -391.49999999999994 -0.013941834680736063 9.848770726129219 11.500000000000002 0.021822966635227207 10.993333333333334 0.1938188625687961 77307.075000000012 -0.01608532294631004 0.60210472799717374 -0.01189238205552101 0.19895000000000004 8.5000000000000018 -0.0010150859015993772 0.086200000000000013 -0.0041932179592549792 7.0022522522522532 106910.77821428573 0.014870093974571589 -0.00055768937454558898 0.0314055122435093 279513.00000000006 0.0022181533277034764 0.98435000000000017 0.0080041466280818003 -0.0037701019318774338 -1709.4999999999998 0.060679563652134706 -869.49999999999989 -496.49999999999994 0.98035000000000017 -2344.4999999999995 2266755.7500000005 0.11205000000000002 -0.0039455476216971866 0.029150000000000006 0.0022108254488557581 -0.00043124608055222774 -0.0059310756623744956 0.00062415635329671215 2076.5357142857147 0.3031486301181911 1.5000000000000002 -0.0031889505917206402 -2167.4999999999995 0.011064160615205767 0.013480759691447021 29028.750000000004 -0.063094012439250932 -0.01201215013861656 0.24245463517334639 -0.00075892603490501631 3.5000000000000004 0.016020650975406173 -0.041062409058213227 0.088550000000000004
decision_type=8 2 2 10 2 10 10 8 2 2 2 8 2 2 2 8 10 10 2 2 10 2 10 10 10 10 2 2 2 8 10 10 2 2 2 8 10 10 2 2 10 10 8 10 8 8 10 2 2 2 10 2 8 10 8 10 2 10 2 2 8 10 10 2 10 2 10 8 2 8 2 8 8 8 2 2 8 2 8 2 2 10 10 10 10 10 2 8 10 2 10 2 2 2 2 10 10 10 2 10 2 2 10 2 2 8 2 10 2 2 10
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is_linear=0
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Tree=467
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decision_type=10 10 10 10 2 10 8 2 8 8 2 10 10 10 10 2 10 10 10 10 10 8 10 2 2 10 2 10 2 8 2 2 10 8 10 8 2 10 2 8 2 10 2 2 10 8 8 8 2
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internal_value=0 0.00767874 7.86897e-05 5.73638e-05 0.00683549 2.24637e-05 0.0027392 0.0038088 0.00750271 0.0101311 0.0130662 -6.30157e-05 -2.76022e-05 -0.000952767 -0.000168095 -0.00208265 0.0012688 0.000246801 0.00123986 0.00493213 0.000593186 -0.000179737 -0.000129835 -0.00333274 -0.000701883 -0.00529498 0.000623073 0.00337087 -0.000193792 -0.00445653 -0.00776037 -0.0105949 0.0129329 -0.00489461 0.0123331 0.00373105 0.0111987 -0.0126572 -0.014524 -0.00879823 -0.00683777 0.00107096 -0.000263073 0.0105844 -0.00920662 0.0172191 0.00548148 -0.0120053 -0.0126899
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is_linear=0
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Tree=468
num_leaves=89
num_cat=0
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threshold=0.52437833734890771 0.026703233680511428 0.027498205169353602 403530.75000000006 0.45080645161290328 1.113787874304643 337477.50000000006 0.13321072363187411 780085.12500000012 9.5000000000000018 -1982.4999999999998 0.0049045000000000009 1.0000000180025095e-35 1687.5000000000002 4.5000000000000009 67250.510454545467 -521.49999999999989 1.9374959635510105 -2269.4999999999995 65.500000000000014 0.043850000000000007 0.019863120280206207 0.98235000000000017 12.500000000000002 994360.32000000018 0.0016500000000000002 0.0064906952902674684 0.50026539531993341 -0.014654820784926413 112542.75000000001 28290.482189439816 37.500000000000007 1.5000000000000002 -0.01808977127075195 0.05191036578477435 -1089.5857142857142 0.33600988022962036 0.07664890214800836 17516.250000000004 2.5000000000000004 0.10540000000000001 20168.525625000006 0.28843762435168402 -0.0094313123263418657 0.028900049626827243 -0.010196955874562262 0.07664890214800836 44.680355920602331 -1284.2249999999997 0.028910477494908573 37875.000000000007 -0.016014815308153626 0.025778000000000002 0.0016544499667361381 0.001201121252961457 0.64300000000000013 5349.7800000000007 -7487.4999999999991 0.51092017610321461 -0.025644405744969841 1480486.5000000002 -0.026476447470486161 -0.010306443087756632 131.50000000000003 -0.0031931864796206351 0.017547985538840297 -0.0072043205145746461 1385.5000000000002 36.500000000000007 0.062150000000000004 0.025977352634072307 0.19285927429934105 -864.49999999999989 0.017227243632078174 0.057650000000000007 0.0079500000000000022 528.15476190476204 -444.65151515151507 0.040231194288227898 -948.49999999999989 338514.18750000006 0.031042000000000004 0.062135563768554079 86.500000000000014 -0.010091211646795271 0.052367504686117179 0.019754565320909027 0.0073229020927101382
decision_type=10 10 10 8 10 10 8 8 10 8 2 2 2 10 2 8 10 2 10 10 10 2 8 10 10 8 2 8 2 2 2 2 2 2 2 8 10 2 10 10 10 8 8 2 2 2 2 2 10 2 8 2 2 2 2 10 10 2 10 2 10 2 2 10 2 2 2 10 10 8 2 10 10 2 10 10 10 10 2 10 10 2 2 8 2 2 2 2
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is_linear=0
shrinkage=0.0227381


Tree=470
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split_gain=7.28538 20.4432 11.8291 11.4489 15.0163 10.9358 9.00657 9.04603 8.81001 8.99287 10.3471 9.80956 8.15468 10.1269 7.97818 7.67203 7.38696 7.35178 9.44682 7.30148 7.90298 7.28653 7.26925 7.08538 7.059 7.03701 6.95867 9.80332 7.9645 11.085 8.9124 8.42886 7.9747 7.44146 7.5779 9.67664 12.1335 9.2271 8.98104 7.45239 7.12007 7.40521 6.91303 14.5643 15.5321 10.7204 8.94498 8.70218 7.73357 7.95147 7.64224 7.29081 9.93709 6.97339 8.54585 7.20342 8.61858 11.8298 9.04501 8.73691 8.55573 12.0793 11.1744 10.9749 8.3159 8.19383 13.3315 13.5531 9.34531 7.6131 12.7716 7.22962 6.85953 6.85735 6.84725 10.2289 8.27673 9.0581 8.37464 7.36778 7.3536 7.7052 11.4844 9.50032 7.17696 7.03601 6.84723 6.78737 6.77153 7.99736 7.59655 8.84153 7.41031 7.44488 7.11578 6.74801 6.74252 6.72862 7.81552 6.48166 6.33769 6.27911 6.27541 7.60703 6.24814 6.17345 6.09483 6.19642 6.00414 5.94212 5.93908
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is_linear=0
shrinkage=0.0227381


Tree=471
num_leaves=112
num_cat=0
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split_gain=6.68725 6.36786 10.4725 10.3904 9.92509 9.32707 8.3004 17.5719 8.48504 8.85606 11.7313 7.87624 7.63261 8.04847 7.69325 11.2635 7.50811 7.19334 6.92111 9.34082 8.15098 7.72908 6.84475 7.06844 6.54358 6.45759 6.43369 6.10357 6.62392 6.20902 10.8034 11.8136 11.805 10.7474 11.1024 9.55755 11.3946 13.3702 9.4436 9.24343 8.75125 11.7878 8.72456 8.46642 8.06779 7.78819 8.36913 8.27069 7.59181 9.78749 7.52676 7.06224 9.37597 11.1712 7.83167 6.99582 6.78909 6.77367 6.63079 6.1343 6.12131 6.07962 5.97461 6.84498 5.95539 5.95246 6.57623 6.56433 5.91267 5.63496 5.34523 9.46694 5.93397 5.29261 5.20299 5.11958 5.83689 4.98237 4.82642 4.77252 4.6346 4.58606 4.56498 4.64033 4.55469 4.59343 4.50316 4.49218 4.47334 4.40028 4.35248 4.29275 4.25523 4.17893 4.47327 4.11775 4.09653 4.09461 4.09295 3.98767 3.96909 3.83258 3.80505 3.90624 3.67698 3.65616 3.63135 3.63121 3.58413 3.4934 3.32116
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decision_type=8 2 8 2 8 10 2 2 10 10 10 8 8 2 10 8 8 10 2 2 8 2 10 10 2 10 2 10 2 10 2 10 10 8 10 10 2 8 2 10 2 2 2 10 10 2 10 10 10 8 10 10 10 2 10 2 2 2 8 2 2 2 8 2 2 2 2 10 10 2 2 8 8 10 2 2 10 10 2 2 2 10 2 2 10 8 2 2 10 8 2 8 2 2 2 2 2 8 10 2 10 10 10 8 2 8 10 2 2 2 2
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leaf_count=110 3624 193 163 159 1126 125 4257 76 365 293 275 97 5042 335 1274 4382 66033 408 415 824 218 808 277 650 111 142 1396 104 173 866 1305 181 123 29773 485 82 342 682 349 187 833 519 28746 240 121 3435 173 9042 184 86 4080 1154 1564 981 1891 83 733 722 404 239 2241 342 203 106 177 165 75 145 141 435 246 622 1359 145 74 277 123 75 259 212 216 109 89 105 121 980 101 183 132 146 321 1895 88 91 373 219 115 221 169 426 67 109 106 601 113 209 113 149 2627 98 75
internal_value=0 7.10096e-06 0.000631417 -0.00349738 0.00088631 -0.00511786 0.00102486 0.00532447 0.00952939 0.0118634 0.014216 0.000812884 0.000566556 -0.00607428 0.000704728 0.00484384 0.000473769 0.00447651 -0.00661056 -0.00247432 0.00352465 -0.0021149 0.00539926 0.00627044 0.00621629 -0.00406759 -0.00884671 -0.000398639 0.00631661 -0.000457822 0.000217536 -0.0046598 0.000525098 -0.00106553 0.00134981 0.00332096 0.00954928 0.0134426 0.00172168 -0.00235861 0.0010146 -0.00208415 0.000239894 0.00665821 0.00991606 0.000733678 0.00449204 0.00035541 -0.00162257 -0.0081807 0.00286979 -0.00143922 -0.00111895 0.00289631 -0.00151725 -0.002477 -0.00745216 0.0137792 -0.00669051 -0.0103621 -0.00162066 -0.00171622 0.00694456 0.0119664 -0.00982097 -0.000941499 0.00714455 -0.00529278 0.000277879 -0.0066959 -0.00497372 0.000570242 -0.00680437 -0.00851854 0.00916597 0.0056511 0.00203514 0.00793743 0.00809813 0.0134279 -0.00405622 -0.00198841 0.01291 0.0165835 -0.00915118 -0.0108526 0.0065696 -0.00146503 -0.0119469 0.00613764 0.0175265 -0.0111999 -0.00121496 -0.00346452 -0.00667347 -0.00807182 0.00780999 0.011919 0.00253733 -0.0109881 0.00272407 -0.0122096 -0.00790711 -0.0104465 0.000346502 -0.010479 0.00840487 0.00499618 -0.0114505 0.00712411 -0.0125752
internal_weight=0 12980 5110.95 290.819 4820.13 255.546 4740.94 213.003 147.044 122.054 104.433 4527.94 4251.98 79.1351 4172.85 211.458 3961.39 275.957 228.974 117.471 60.7548 43.4127 261.887 249.947 26.5716 65.9584 69.2254 7869.05 60.8031 7808.25 3700.88 212.313 3488.57 4107.36 767.45 501.687 93.7673 72.9855 407.92 265.763 164.023 123.481 3342.09 146.479 104.316 2833.41 250.544 2582.87 3339.91 80.6361 370.558 3259.28 2998.87 265.764 2733.1 508.682 101.74 71.83 186.312 78.9947 471.481 42.1633 35.2734 24.6217 116.684 69.6281 22.4283 47.1999 32.4856 79.1912 260.411 66.1124 194.299 56.7164 40.5419 100.854 74.6689 26.0016 33.5836 20.1015 20.7818 24.9906 26.1853 20.7106 66.9923 61.8584 18.242 21.522 42.7632 16.6242 17.6108 69.9966 30.8543 41.0853 34.2974 37.3618 10.6395 19.1939 13.9531 37.2011 22.7451 93.0882 49.3342 40.8127 23.5953 111.503 9.90977 12.1989 105.319 9.56642 97.2919
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is_linear=0
shrinkage=0.0227381


Tree=472
num_leaves=112
num_cat=0
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split_gain=6.82815 11.2415 9.4949 10.0383 11.2281 9.14245 8.57798 8.81279 8.1496 7.82399 7.69969 7.34221 7.38974 7.25898 7.20556 6.90557 9.2703 6.76071 6.58828 7.84725 6.53669 6.24276 7.51102 6.21026 6.1899 7.95257 8.69991 10.3288 10.3998 7.35041 7.34191 7.12657 8.26385 8.16552 7.27603 6.87323 9.82445 7.12618 7.20469 6.78127 9.64014 11.2852 7.33202 6.65388 7.88294 6.18958 6.54801 6.1552 7.17255 6.11029 9.89578 9.83172 10.234 9.81993 7.67215 8.63962 7.35991 11.4254 9.5018 6.76774 9.675 9.50744 7.90359 10.0204 8.76629 6.72667 6.52143 6.48885 6.01258 6.00176 5.92656 5.84266 5.84101 5.8177 5.76651 5.73739 5.64507 5.63601 7.22563 5.60904 5.5855 5.4087 6.14437 5.65742 5.97374 5.77645 5.39818 6.34982 6.7918 5.35791 5.30235 7.44238 5.29111 5.28985 5.27018 5.22895 4.91624 5.5962 4.93041 4.91569 4.87841 4.86593 4.65368 4.63954 4.58782 7.00667 4.57392 4.46339 4.44453 4.44326 4.38487
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decision_type=2 10 8 10 2 8 10 10 2 8 2 10 10 8 8 10 10 2 8 2 10 2 10 2 10 2 10 2 2 2 10 2 2 8 10 10 10 10 8 10 10 2 2 2 8 10 10 2 2 8 10 8 2 10 2 10 8 10 10 10 2 2 10 10 10 2 8 2 2 10 10 8 8 2 2 10 10 8 2 2 8 2 2 2 2 8 2 2 8 8 2 2 2 10 2 2 10 2 2 2 8 10 8 2 2 8 8 2 8 2 10
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Tree=474
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Tree=475
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internal_weight=0 13053.2 3612.06 44.1976 9441.16 1795.21 1739.16 330.134 267.603 1409.03 1198.97 83.5232 210.055 143.13 192.426 125.059 1115.45 953.255 162.197 56.0478 42.2302 19.1177 15.6887 3567.86 118.162 3502.97 249.77 67.9634 181.807 135.845 26.6922 44.9521 33.6001 3253.2 194.955 152.28 112.24 40.0393 3058.24 110.008 75.1174 2948.23 66.9395 2881.3 109.153 7645.95 698.439 177.207 6947.51 1686.29 85.0945 1601.2 284.311 1316.89 1145.31 143.258 141.053 75.9199 57.9688 5261.21 2721.23 1761.7 959.531 1144.08 643.946 617.623 315.584 132.433 86.0624 53.0331 2539.98 405.917 175.601 230.316 2134.06 1056.85 1077.22 34.8903 64.8966 23.1125 31.4614 66.9254 57.7266 67.3665 46.3702 521.232 60.2411 37.5036 75.1769 18.2403 33.0294 460.991 74.4349 386.556 50.5018 23.9331 48.9495 337.606 42.6754 17.3062 62.5316 12.6041 56.084 45.1935 13.8176 45.9618 23.929 65.2829 171.576 44.7743 24.9681
internal_count=200921 200283 52939 582 147344 21306 19612 3207 2618 16405 14114 1432 2291 1680 1819 1134 12682 10462 2220 1694 1287 526 435 52357 1384 51713 5308 1389 3919 2853 481 917 595 46405 4111 3321 2153 1168 42294 1737 1144 40557 788 39769 2372 126038 10846 2337 115192 28582 1784 26798 7623 19175 15912 4183 3440 1568 1309 86610 58503 29539 28964 17881 19398 11658 9566 1850 1211 785 28107 7892 3998 3894 20215 10894 9321 593 644 761 398 611 547 685 639 8509 677 399 799 255 426 7832 1391 6441 1000 391 771 5670 790 311 589 338 551 402 407 1066 322 1177 3263 487 296
is_linear=0
shrinkage=0.0227381


Tree=476
num_leaves=112
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split_gain=7.56233 9.22018 11.5538 6.96097 6.8418 9.42253 8.68412 10.8026 8.22125 12.1167 8.62317 8.17529 8.59712 7.46808 7.15119 6.57875 10.6281 6.54249 6.52783 6.46856 6.46438 17.2203 13.7452 11.6342 10.4139 8.91578 8.52546 8.39403 16.2619 8.3364 6.39852 7.57512 6.22567 10.4798 11.1608 11.2022 7.36652 10.7812 7.05281 7.00679 6.90195 6.58685 6.31056 8.66868 8.01062 6.19119 6.53153 6.108 6.06204 6.01861 7.01014 6.58237 5.8307 6.1708 7.62727 10.0145 6.1899 5.87931 5.82209 5.80128 5.76741 5.70858 5.70654 5.58421 5.57505 7.18633 5.52267 5.51945 5.43932 8.94694 5.40292 5.32525 5.18949 5.28149 5.16907 5.13494 5.05678 5.04988 4.76711 4.74678 4.60985 4.59686 4.48985 4.3301 4.27206 4.22904 4.14305 4.43526 4.06188 3.76215 3.67023 3.63163 3.6077 3.59932 3.55609 3.54868 3.5364 3.51889 3.38564 3.34846 3.23807 3.19326 3.14223 3.12704 4.33486 4.49042 3.12521 3.03308 2.77018 2.47677 2.45569
threshold=0.95505000000000007 0.00023161009448813277 0.019950000000000006 0.0039713145233690747 1.0000000180025095e-35 11.500000000000002 0.050950000000000002 -0.04040627367794513 49.500000000000007 -940.49999999999989 26.500000000000004 0.12156104272073523 1.0000000180025095e-35 -0.043448753654956811 -2067.7499999999995 0.038994669914245612 -0.00049773507635109116 0.33272260054461616 0.0081698945723474043 14.500000000000002 0.30095000000000005 7823.5875000000015 -0.0048680019099265328 0.46765000000000007 -0.065985355526208864 0.011327578686177732 -0.028321068733930584 42.500000000000007 1.5000000000000002 1105687.5300000003 4.4553043936871823 0.15985000000000002 50406.795000000006 -0.004952455172315239 0.50233896433922587 0.8377192982456142 -253.49999999999997 1.0000000180025095e-35 -0.0016246028826571999 53104.500000000007 -0.027018976397812363 8711.527500000002 4.5000000000000009 7618.8909375000012 0.0025639913510531191 0.0040631503798067578 0.019017092883586887 -529.49999999999989 0.73540000000000016 1.5000000000000002 176199.64125000002 0.045800752937793739 -791.49999999999989 3.5000000000000004 0.047750000000000008 0.0019871948752552275 0.62795839579895862 33.500000000000007 -0.0056577285286039105 -0.0013418492162600157 -0.0026489860611036416 0.23156989370653117 13144.500000000002 21.500000000000004 0.024887000000000003 31524.750000000004 1.2498288843258045 0.011050000000000003 258753.00000000003 1489.5000000000002 -2196.4999999999995 0.97074216142448699 -0.017313020303845402 0.13493459673172045 539165.25000000012 0.039330322731687219 0.0064640511376964586 -0.069904904812574373 0.51717484328029717 -0.0057655610144138328 0.37564494375639751 0.060094613581895835 -1994.4999999999998 138684.09651923078 0.031123335473239425 0.18412142556249997 0.017713729292154316 0.03764933533966542 337522.50000000006 0.024550000000000006 0.47915000000000002 0.97985000000000011 16.500000000000004 0.015888866037130359 81004.500000000015 -4226.4999999999991 51.500000000000007 -438.49999999999994 0.4447222222222223 9466.6950000000015 0.010514426045119764 0.0042522307485342034 -1535.4999999999998 -3945.4999999999995 0.98135000000000006 72136.743750000009 0.069348115473985686 -0.0087729338556528074 127868.94406250001 -536.49999999999989 -0.0068259325344115487
decision_type=8 2 8 2 2 2 8 2 10 8 8 10 2 2 8 2 2 8 2 2 10 8 2 8 2 2 2 2 10 8 2 8 8 2 10 8 10 2 2 8 2 10 2 8 2 2 2 8 10 2 10 2 8 8 8 2 2 10 2 2 2 8 10 10 2 10 2 10 8 8 10 10 2 10 2 2 8 2 10 2 10 2 10 8 2 8 2 2 2 8 8 10 10 2 10 2 10 10 10 8 2 2 10 2 8 8 2 2 8 10 2
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leaf_count=373 812 69 211 106 78 89 85 231 83 99 158 79 146 147 127 134 364 235 144 160 73 171 553 99 290 107 148 212 528 486 221 150 341 733 79 225 136 408 709 293 1624 406 161720 1006 654 163 125 382 125 3397 1067 4353 2822 437 871 305 206 145 315 209 176 523 169 241 110 123 396 120 264 111 88 69 645 74 122 200 269 671 158 206 572 166 624 188 77 94 422 123 350 230 131 117 84 77 236 326 84 63 426 76 129 99 99 91 67 252 71 128 434 78 165
internal_value=0 0.00557486 0.0111458 -0.000718246 0.000145235 -0.00197573 -0.00423129 0.00394733 0.000917183 0.00334708 0.00966185 -0.00420315 0.00054438 -0.00548962 0.00027379 -0.000915992 0.00528786 0.0104071 0.0167446 0.00486354 0.000334483 0.00383425 0.00820125 0.0165699 0.0216345 0.00293216 -0.00358764 0.00705727 0.00211658 0.0249099 0.00332315 0.00746497 0.000255255 0.00256174 0.00684034 0.0136882 0.000353328 -0.00190807 0.00459998 0.000137134 -0.00497165 0.00483717 0.000168869 -0.00422127 -0.00664552 -0.0046917 0.000760003 0.00689449 0.0180654 0.000234864 -0.00359564 0.000308 -0.00643753 -0.00708204 -0.0030492 0.00361147 -0.00970361 -0.00701863 0.0203793 -0.00158647 0.00946571 0.0209798 0.00232546 0.00601304 -0.00526725 0.00531473 0.00243252 0.0078757 -0.0044691 0.00130015 -0.00858473 0.0135975 -0.00612108 0.00289944 0.0120305 -0.00124834 0.0218132 0.00479471 0.00951374 0.00954353 -0.00419822 -0.00600434 -0.00977034 0.0153968 -0.00595535 0.0136146 -0.00899931 -0.0126406 -0.0109959 0.0156014 0.0057555 -0.00931265 -0.00585099 -0.00509654 -0.00276245 0.0174359 -0.00899668 -0.00905834 -0.00966632 0.00224414 -0.000738882 -0.00617755 0.0184969 -0.0111396 -0.00313528 -0.00769207 -0.0116982 -0.00619018 -0.0121425 -0.00996171 0.00276975
internal_weight=0 125.409 63.0046 62.4043 12947.8 732.877 409.567 52.1613 323.311 221.279 84.7917 102.031 68.8618 357.405 12214.9 136.488 48.1742 35.0962 43.6714 26.9986 12075.3 258.289 162.042 55.4811 41.7677 106.561 96.2469 74.1446 58.8974 37.5988 55.1742 41.6897 11817.1 567.03 186.897 67.3194 380.134 251.135 128.999 11250 174.254 76.8814 11223.2 158.196 130.338 139.577 61.0302 108.175 29.6175 11065 199.545 10865.5 330.407 317.243 132.309 49.6951 184.933 82.6141 34.8038 23.0117 25.0312 36.3453 119.577 27.858 43.8306 12.3446 30.9742 21.9885 88.3136 43.1757 78.5465 25.2828 86.0997 20.8112 15.5622 13.7134 24.1197 95.6111 13.4873 19.1517 41.8784 32.4165 25.9671 24.8299 40.4158 14.8917 65.2885 42.1487 167.502 18.678 13.1643 45.1379 20.8232 22.8914 19.3332 20.5197 33.7471 26.0761 31.486 17.4314 23.1398 27.0776 15.2472 64.2521 24.2841 19.2941 28.3998 23.9661 33.1693 26.8127 14.2945
internal_count=201038 1900 975 925 199138 11277 6600 743 4677 3100 1440 1577 1060 5857 187861 1660 935 512 670 367 185257 5307 3437 1148 849 2289 1870 1392 1081 776 888 667 179950 6800 2318 1223 4482 3171 1311 173150 2357 814 172731 2194 1660 2604 1129 1091 552 170537 4464 166073 5490 5212 1758 742 3454 1016 526 359 322 602 1095 534 738 233 621 320 725 344 1475 494 1699 380 207 299 427 840 232 331 798 897 731 277 605 200 1319 768 3172 308 278 381 220 441 305 425 528 635 505 282 551 233 311 1222 410 319 444 255 517 419 253
is_linear=0
shrinkage=0.0227381


Tree=477
num_leaves=112
num_cat=0
split_feature=185 176 190 195 31 31 121 206 49 43 19 62 128 161 76 155 144 14 15 8 213 31 8 41 31 56 220 155 232 183 227 121 120 10 131 153 213 205 153 232 127 154 206 149 182 44 233 185 177 161 219 183 209 188 188 143 93 195 130 13 17 183 122 230 222 120 150 122 188 7 50 209 191 215 121 14 190 45 212 213 220 41 220 212 41 123 206 134 192 203 210 210 19 233 179 215 213 205 190 184 213 205 117 232 213 129 213 198 221 122 149
split_gain=7.55206 6.33078 9.22548 11.2904 9.14184 9.03329 14.7687 10.7259 10.9939 10.0761 9.60926 9.82601 9.40246 9.36676 8.94699 8.91793 8.31042 8.17451 10.966 12.0578 11.5646 12.6887 10.8313 10.6656 13.8295 13.3497 12.0769 10.536 8.63363 8.60214 10.1009 9.1273 11.8765 8.96688 8.56693 8.49564 8.26766 9.01485 9.99193 7.99471 10.5143 9.7373 7.98835 7.91062 7.83234 9.38358 8.32335 8.15548 7.8742 9.7953 7.69967 7.69535 9.20627 7.68855 9.0049 7.70767 7.68815 10.4263 8.19239 11.8338 9.84721 8.16451 9.49513 9.38176 8.16882 7.44544 9.35328 7.69844 7.38263 7.08054 7.15871 7.06125 7.04263 7.93354 7.00137 7.50223 10.1001 9.8635 8.9651 8.34184 6.97219 6.94663 10.7469 7.26999 6.8351 6.80121 6.75388 6.61967 7.95557 7.3899 6.58661 6.71523 6.48406 6.4703 6.28458 6.15353 6.11976 6.10783 6.08027 6.71887 6.50209 7.6429 6.73538 5.97385 5.65422 5.54934 5.47238 5.44819 5.4144 5.33635 5.27878
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decision_type=8 10 10 10 2 2 10 2 8 10 10 10 10 10 10 8 10 2 2 8 2 2 10 10 2 10 2 10 2 10 2 8 2 2 8 8 2 2 10 2 2 10 2 8 10 8 2 10 8 8 2 10 2 10 10 8 10 10 10 2 2 10 8 2 2 2 10 10 10 10 8 2 10 2 10 2 8 10 2 2 2 8 2 2 8 10 2 10 10 2 2 2 10 2 8 2 2 2 10 10 2 2 8 2 2 8 2 8 2 10 10
left_child=-1 2 3 5 69 10 12 -8 93 -10 11 13 16 15 65 -2 42 22 20 23 21 -19 44 27 26 -26 -25 34 -29 30 31 33 -33 -24 -20 -23 -22 38 -38 40 -31 -42 -7 -15 45 -4 -47 48 49 -46 -50 52 -14 54 -49 -55 57 -3 74 60 61 62 63 -60 84 67 -67 -12 -39 90 -71 -37 73 -61 75 78 109 79 97 -78 95 83 -83 -72 -63 -48 -18 98 89 96 91 -5 -75 -9 -16 -32 -89 107 100 108 101 -76 -102 -96 -53 -80 -82 -58 -100 -77 -111
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leaf_weight=62.2293701171875 225.96290784049779 71.322426110506058 25.655616948846728 6.677544178441166 47.572833441197872 88.786305278539658 24.000638842582703 19.471689610742033 631.48249005898833 97.52994332369417 186.82008091639727 294.85312721505761 8.7265010699629766 42.358389675617218 29.964856101199985 782.90513771399856 21.168863534927368 31.714904258493334 25.968556896783412 55.935320423915982 36.283727274276316 3.2298465417698052 65.031058698892593 98.902846346609294 214.99194360664114 54.051914066076279 61.816937625408173 226.94036835804582 56.723862059414387 82.133243409916759 401.77953076735139 93.816796958446503 12.357851624488829 80.542602896690369 2997.6245283209719 21.95010528666899 75.789075610693544 26.629661828279495 16.965099944267422 15.494630560278891 36.366844482719898 84.102745933458209 1019.2072548121214 39.589442729949951 118.65783986495808 13.699132693931459 13.70820570969954 302.78923164866865 69.598896689713001 98.96164620667696 239.50509364157915 15.225961541756986 80.573060397058725 95.570234790444374 172.27095582336187 66.002075424417853 9.5025370214134437 64.494047611951828 105.97299251751974 4.9799310658127132 37.069297863636166 10.346518766600637 58.09837685758248 34.56767108105123 57.828931029420346 87.721768982708454 48.544111442752182 153.4857107643038 33.895775455981493 31.912120220717043 108.32794695324264 5.4843543339520684 5.5435803467407814 16.662272520363334 76.222524668090045 10.233642501756547 573.05536886304617 29.631713725626469 67.308568893931806 297.98745395522565 16.248446474783123 241.9274657254573 29.10773013625294 75.517677746713161 24.769486356060952 24.384465244598687 135.59990451252088 44.488454937003553 11.823422322049735 20.77428463101387 10.283684568479655 64.552478374913335 3.9979156758636227 29.823260543867946 5.4571364670991924 83.842517610639334 27.117121139541268 9.3552230503410083 74.579114468768239 36.360873986035585 33.650260474532843 28.758968682959676 12.482522714883087 18.820687075145543 32.41569926822558 8.4557878402993065 21.043680568225682 65.861235171556473 56.476165706291795 11.498739901930092 27.658759630285203
leaf_count=1500 3750 1435 480 98 742 1667 433 240 9230 1886 2997 5022 197 331 487 9707 267 698 195 1565 947 96 1296 2726 6442 1955 1593 3040 759 1148 7549 1646 197 1303 41608 511 1795 581 413 216 382 1082 17286 328 1766 243 195 2897 1261 928 4841 302 1884 1647 2058 752 116 960 3060 126 867 241 2058 1010 1440 1502 754 2067 1003 437 865 178 152 387 539 102 5795 340 680 3127 254 3689 413 576 669 428 1494 528 133 200 140 992 104 423 115 1605 337 125 770 326 270 266 101 443 580 77 383 569 529 105 189
internal_value=0 3.59707e-05 -0.000179276 0.000577765 0.00342691 0.00014566 0.00113637 0.00357886 0.00407596 0.00479003 -0.000993667 8.59223e-06 -0.000274961 0.00100831 -0.00356846 0.000376255 -0.000899108 -0.000750386 -0.000139639 -0.000448636 0.00437352 0.0122135 -0.00185164 -0.0002797 0.00305439 0.0061362 -0.00215414 -0.000719749 0.00340687 -0.00361111 -0.00472333 -0.000936594 -0.00576526 0.0027103 -0.00111546 0.0208641 0.00137559 0.00371693 0.00789955 0.000368712 -0.00106056 0.00315412 -0.00159819 0.00801485 -0.000428741 0.00619684 0.0111903 -0.000912057 -0.00298201 0.000337108 -0.00526467 0.00520205 0.00886753 0.000817442 -0.000656911 0.00496656 0.00120034 -0.00387036 0.00157999 0.0046267 0.00311742 0.00153146 0.00408295 0.00715402 -0.00380544 -0.0045702 -5.91668e-05 -0.00633053 -0.00287809 0.00424191 0.00526804 0.0242702 0.0164212 0.0203849 0.000843153 -0.000110895 -0.000888923 -0.00146818 0.00430599 -0.00194671 -0.00650174 0.00600435 0.00827815 0.00243205 0.00422798 0.0158217 0.00386792 0.00330176 0.00805044 0.0102578 -0.00180395 -0.00451416 0.024975 -0.0056272 0.00465373 -0.00722359 0.013397 0.00903274 0.00157749 -0.00138739 0.0047601 0.00133035 0.0111297 -0.00339222 -0.00197376 -0.00136131 0.00249038 0.0110944 0.00114402 0.00832549 0.0116564
internal_weight=0 13043.8 11014.8 4736.37 615.879 4120.49 2204.01 802.308 778.307 729.012 1916.48 1385.67 1401.7 1090.82 530.814 1008.87 1264.76 6278.46 4044.9 3792.96 251.943 62.3792 2233.56 3737.02 429.764 269.044 160.72 3307.26 283.664 992.76 774.662 251.748 106.175 145.574 3023.59 30.6643 189.563 153.28 92.7542 218.097 202.603 120.47 1107.99 81.9478 1240.8 77.4474 51.7918 1163.36 526.723 217.619 309.104 136.941 89.2996 636.632 475.06 161.572 2028.94 135.816 1893.12 359.837 328.653 291.584 198.639 140.541 92.9449 476.572 136.266 340.306 60.5254 568.307 486.793 27.4345 31.1837 25.6401 1533.28 1110.55 950.066 900.675 160.483 871.043 522.914 454.881 271.035 183.846 35.116 38.0927 156.769 422.734 104.203 92.3799 81.5137 71.23 20.6602 49.295 54.2427 485.622 71.6056 84.719 318.53 167.416 151.114 104.981 46.1328 24.2778 47.6417 75.7644 37.2921 75.3638 131.055 49.3911 39.1575
internal_count=201239 199739 172006 71344 7952 63392 35889 12212 11779 11116 27503 19138 23677 14116 8365 13457 20714 100662 66105 59883 6222 1483 34557 58318 12716 8397 4319 45602 3799 17061 14233 4442 1843 2599 41803 785 4739 3792 2208 2828 2612 1464 18953 659 17496 1346 866 16150 8796 2694 6102 2963 2081 7354 4955 2399 27733 2395 25338 10114 9345 8478 6128 4070 2350 7320 2256 5064 1584 7210 5980 689 769 617 15224 11225 9658 9262 1567 8922 9791 5543 4102 1441 910 623 1761 3999 1198 1065 1230 1090 491 663 1045 9154 865 810 2801 1625 1176 805 371 558 882 757 637 685 1299 396 294
is_linear=0
shrinkage=0.0227381


Tree=478
num_leaves=112
num_cat=0
split_feature=38 38 136 58 79 150 191 149 219 14 187 209 219 197 213 209 233 144 144 214 218 229 162 191 230 120 127 144 217 216 155 188 229 43 188 184 15 144 130 211 191 130 211 120 44 144 181 41 216 141 206 231 206 184 149 136 69 11 183 145 220 189 222 14 41 218 130 69 190 123 219 134 70 136 128 141 219 43 231 149 210 220 211 213 154 184 219 141 178 127 121 162 187 77 208 40 214 230 127 135 215 210 216 210 206 218 202 185 58 202 202
split_gain=9.06846 11.7682 9.97205 10.4405 9.45423 11.9841 9.1219 8.7925 8.87214 8.75518 11.1644 13.0073 8.69661 9.65799 9.67736 9.37933 9.28926 9.22594 10.4226 9.98337 11.1231 9.20083 8.78171 8.69803 8.66831 8.54794 8.37455 8.32204 8.25405 8.68594 8.23701 9.39382 9.7254 8.82316 8.22756 8.18288 10.2069 9.64209 9.28696 8.13407 8.12354 7.9659 7.79218 7.69452 9.33513 7.6693 11.4464 11.5546 10.0593 13.5333 8.99391 8.95008 10.7695 12.6262 9.48693 8.3544 10.0575 10.0249 9.12792 8.48978 7.89631 7.85334 7.66176 8.421 7.61242 7.60779 9.00962 12.3141 8.02919 8.07362 7.96766 7.56016 10.1257 9.60554 7.53192 7.56015 7.49818 7.47393 7.41197 8.97513 7.39661 8.45772 7.38297 10.0277 7.57916 7.31682 10.5192 9.64533 7.30379 7.29712 7.26432 7.18242 7.16834 8.49547 7.167 8.09641 7.14565 7.13875 8.95746 8.21482 7.12613 7.08539 7.07913 7.04252 7.53498 6.95805 7.15793 6.93809 6.84323 6.88472 9.65353
threshold=41.500000000000007 21.500000000000004 3.1642842644715441 0.98435000000000017 0.16375000000000003 -829.49999999999989 12.500000000000002 154.51470588235296 0.010171869769692423 0.0070670000000000012 14.695048309178746 0.021015116013586525 -0.010971476323902605 1.0080009750131944 0.035530503839254386 0.055335402488708503 0.013540583197027447 -174.49999999999997 -210.49999999999997 0.059681735932827003 -0.023933817632496353 0.013454488012939693 0.81874367447886998 30.500000000000004 0.017586101777851585 2.4499886574620202 3041.8832061480789 -14.499999999999998 -0.033228838816285126 -0.021852118894457814 419823.00000000006 0.88478556841388711 -0.010655320715159176 0.13975000000000001 0.32268272764393635 218662.69906250003 -10492.499999999998 -83.499999999999986 0.24498066392381918 0.050933729857206352 7.5000000000000009 0.45172774028733209 -0.027522040531039235 2.6324654265395044 0.99725000000000008 -139.49999999999997 264104.2191477273 0.59979187777131682 -0.006091516697779297 0.23294138619942714 0.064766902476549162 0.0014145934255793693 0.012926694471389057 60039.375000000007 681.08333333333337 0.8403199264308906 0.035450000000000002 1.5000000000000002 -1140.4999999999998 286.3495615498806 0.010930720716714861 0.011869540715694562 0.0040820022113621244 0.013083500000000001 0.45879500081581598 0.028973937034606937 0.50282752970019751 0.026850000000000002 2.5000000000000004 0.89381363710154038 -0.0093715330585837347 0.35173635126300029 0.033550000000000003 2.9209121578088397 18766.500000000004 0.49045755680522818 -0.028452617116272446 0.066250000000000017 -0.0043622502125799647 321.0555555555556 0.0069758670870214709 -0.0055961722973734132 -0.01008615782484412 0.014933523721992971 600063.75000000012 273851.55000000005 -0.017902183346450325 0.18164964202879261 0.16954022988505749 17209.068137034297 0.13796827988870955 0.94294744605603686 23.531372549019611 0.15625000000000003 -0.013425535056740044 0.38381869468211388 0.017652175389230255 -0.0014747544773854313 16699.266853591707 0.28433900643196552 0.018576556816697124 -0.031997533515095704 0.014245222788304092 0.033160384744405753 0.072086125612258925 0.029574746266007427 -0.078501142561435686 1445.9846590909094 0.96495000000000009 -0.07108114659786223 0.13904733955860141
decision_type=2 2 10 8 10 8 8 10 2 2 8 2 2 10 2 2 2 10 10 2 2 2 8 8 2 2 2 10 2 2 10 10 2 10 10 8 2 10 8 2 10 10 2 2 8 8 8 10 2 2 2 2 2 8 10 10 8 2 8 10 2 8 2 2 8 2 8 8 8 10 2 10 8 10 10 2 2 10 2 8 2 2 2 2 10 8 2 2 10 2 10 10 10 8 2 8 2 2 2 8 2 2 2 2 2 2 2 8 8 2 2
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is_linear=0
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decision_type=2 10 10 10 2 8 8 10 10 10 2 10 2 2 2 10 2 8 2 10 8 8 2 2 10 2 2 2 10 2 8 8 2 8 2 2 2 2 8 8 8 2 8 8 8 10 2 10 2 2 10 10 2 8 2 2 8 2 2 10 2 2 2 8 2 2 10 8 10 10 2 10 2 10 8 2 2 8 10 2 10 2 10 10 2 2 2 2 10 10 10 2 10 2 2 10 2 10 2 2 2 2 10 2 2 2 10 8 2 2 8
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leaf_count=442 272 131 584 1641 461 117 155 59 345 194 592 185 591 453 173 63 423 197 139 2208 385 501 556 563 2184 262 502 476 221 169 398 631 969 876 533 388 847 2540 1410 1226 1070 97 113 80 988 666 861 95 220 5296 953 7540 499 717 28821 2168 114 79 100 2030 130 464 264 95 390 6252 1705 17160 2794 1232 12391 756 23903 798 105 262 4150 1875 2286 624 886 23239 2186 587 1429 1054 278 147 504 4374 341 274 109 723 951 385 360 982 219 1140 426 303 1381 526 480 78 202 126 152 101 2093
internal_value=0 -0.000493576 -6.11088e-05 0.00379553 -0.00235998 -0.00154512 0.00779186 0.000547135 -0.00396471 0.000670446 0.00334528 0.00433804 0.0117217 0.0182003 -0.00164585 -0.00265649 0.0100308 0.0131383 0.000697378 -0.00850906 -0.000330155 0.00280067 0.010396 -0.000626886 0.000392741 0.0026084 0.00718692 0.0114069 0.00328991 -0.00331545 -0.00608777 -0.00131565 0.00486675 -0.00354379 0.0155783 0.0200148 -0.00282106 -0.000131061 -0.0068319 -0.0124207 0.00424421 0.0102337 0.016995 0.00207475 0.00659787 -0.00268297 -0.000964919 -0.00533182 0.00708614 -0.000730875 0.000537915 -7.00679e-05 -0.00162223 0.00410915 -0.00197514 0.00588768 0.0060009 0.0171606 0.0102322 -0.00497464 0.000159505 0.000443046 0.00769516 0.0149817 0.000375349 -0.000274461 -0.00220954 0.000334783 -0.000853843 -0.00257299 0.00114654 0.00013754 0.00104179 0.00278073 -0.00542363 -0.00758267 0.00135056 -3.58849e-05 -0.00371678 0.00224401 -0.00107799 0.00293541 0.00115922 -0.00150358 -0.00418961 0.00308073 0.00475777 0.0139806 0.00333937 0.00464798 0.00439958 0.0026067 0.00599923 -0.00218145 0.00824331 0.0106076 0.00599563 -0.00205969 -0.00207315 -0.00816178 -0.00987694 -0.0077089 -0.00952715 -0.00644841 -0.000791265 -0.00687762 0.0131151 0.00827816 0.0126398 0.0181368 -0.00947204
internal_weight=0 5520.88 4489.49 285.419 1031.39 124.419 161 7577.6 194.463 7383.14 569.256 506.21 63.2421 36.3746 933.836 757.128 133.354 97.4137 35.9402 97.5509 4204.08 357.674 79.2303 3846.4 278.443 215.866 106.637 81.5611 299.618 708.506 289.539 418.967 78.2808 216.129 85.2372 56.1537 340.686 209.236 131.45 73.4097 284.174 67.0622 36.5942 217.111 109.595 107.516 3546.78 170.892 24.7195 3375.89 1394.42 1259.74 1981.47 109.622 1871.85 134.68 48.6218 44.4046 17.5781 195.84 30.4681 6813.88 54.0573 25.965 6759.83 3671.63 873.771 2797.86 705.685 480.787 3088.2 2758.4 1780.5 224.898 86.3812 168.086 3001.82 1179.59 284.671 1822.23 313.094 1509.13 894.917 977.907 63.0463 442.968 315.508 31.9036 283.604 254.517 29.0835 176.708 102.155 74.5533 92.5979 80.4934 29.4157 109.23 25.628 74.661 70.3859 146.172 123.402 165.05 61.2686 30.6727 22.9938 29.4133 22.6727 16.684 103.781
internal_count=201241 81238 63769 4476 17469 1858 2618 120003 3960 116043 9801 8178 1229 638 15130 12155 2176 1614 562 2339 59293 6126 1219 53167 4907 2723 1240 978 3928 11557 4699 6858 1430 3304 1417 921 5428 3387 2041 1395 3707 903 676 2804 1068 1736 49239 2384 315 46855 15957 12836 30898 1578 29320 3121 598 663 217 2906 227 106242 823 359 105419 55839 13043 42796 11076 7484 49580 42406 24659 3592 1943 1967 47637 18738 4161 28899 5036 23863 14577 17747 1623 6949 5895 425 5470 4878 496 2975 1618 1357 1509 1336 634 1483 333 1671 1566 2069 1766 3236 1084 558 265 724 598 446 2152
is_linear=0
shrinkage=0.0227381


Tree=481
num_leaves=112
num_cat=0
split_feature=171 125 122 122 182 170 211 22 154 204 17 179 204 188 195 182 121 52 197 119 130 225 134 215 200 197 199 222 193 214 131 178 52 183 41 233 220 228 215 56 232 144 149 219 71 214 81 65 220 204 208 220 208 16 177 8 8 171 95 180 121 144 222 17 31 130 211 232 200 229 177 91 132 154 56 180 132 182 188 125 215 41 17 228 156 195 126 213 41 219 133 127 229 233 208 182 220 214 181 131 171 38 5 215 40 130 7 228 207 166 119
split_gain=7.17283 6.58694 6.19929 13.6564 10.0788 10.5835 9.66671 9.66163 9.517 13.3764 10.2249 11.3215 9.19227 8.60989 8.58073 8.8564 13.7358 10.9 9.19446 8.73586 13.0718 8.39619 8.30874 10.9898 9.38184 11.6622 11.0006 8.29883 8.19236 8.17436 7.78945 10.0702 17.3119 9.89202 9.22737 8.99324 8.30097 7.73584 7.69633 7.63374 7.96989 7.52483 7.42327 7.39868 7.38128 7.70574 7.32703 7.20145 7.55374 7.08717 6.96455 11.312 6.99769 6.94514 6.87162 6.85061 6.88215 8.67399 8.32343 7.75499 10.1491 9.9633 7.00599 6.84312 6.80784 6.75323 6.66472 6.63791 6.62718 6.61021 7.21559 6.48426 6.41254 6.36746 7.81458 7.46713 6.2068 6.02237 5.92862 5.92352 5.87047 8.31357 6.69315 5.69688 5.63894 5.3433 5.29341 5.19246 5.08105 4.80355 4.5572 4.52821 4.52082 4.4476 4.39991 4.00514 3.93411 3.67646 3.66594 3.66501 3.36204 3.16525 2.92901 3.15477 2.90629 4.64164 2.85085 2.7232 2.59546 2.39115 2.36777
threshold=493.50000000000006 35.514031485284058 0.046336566916486722 0.039542076500155468 -2302.9285714285711 65.041666666666671 -0.02303223870694637 1.0000000180025095e-35 3379063.5000000005 0.0036938822595402603 -11172.499999999998 0.86031198330704728 -0.016582572832703587 0.73926218708827418 25.556466302367948 -636.57272727272709 0.12395590207822045 0.046350000000000009 1.0166145930005726 1.5000000000000002 0.41643453115566359 0.0064914333634078511 0.33056613063490897 1.0000000180025095e-35 16.500000000000004 0.66985512478480913 131572.17966346155 -0.018497975543141362 11.500000000000002 0.0056850982364267119 0.286654508480641 0.15075757575757578 0.027050000000000001 -1465.4999999999998 0.15240038910234457 -0.0054649431258440009 -0.019138384610414502 0.028795824386179451 -0.01454054284840822 0.30305000000000004 0.0049876600969582805 -976.49999999999989 -370.68333333333328 0.023447910323739055 0.047450000000000006 -0.035337615758180611 0.10335000000000001 0.037850000000000009 0.010263263247907163 0.032274678349494941 0.029099344275891784 -0.0117459031753242 0.020231722854077819 -686.49999999999989 0.25357142857142861 900045.00000000012 825300.00000000012 5.5000000000000009 1.0000000180025095e-35 15577.377500000001 0.068399806984680164 -61.499999999999993 0.015396949369460346 -9143.4999999999982 9.5000000000000018 0.37156178104244381 0.01935072056949139 0.01021690806373954 12.500000000000002 -0.0083864135667681677 0.55277777777777792 3.5000000000000004 0.3196159892957372 950548.50000000012 0.057250000000000002 17968.230000000003 0.023062332689906682 -947.95454545454538 0.96168526130358212 8.8610540725530473 0.017613150179386142 0.65859466613833262 -5649.4999999999991 -0.017001127824187275 1550668.5000000002 10.993333333333334 0.12209506386747848 0.030359372496604923 0.22952115678204388 0.017919890582561496 0.25505053310629894 7675.1541346673102 0.0024704548995941882 0.0075893844477832326 -0.019855197519063946 -2000.8333333333333 -0.0095437979325652105 -0.0054210729431360951 64710.562500000007 0.11892866617398026 569.50000000000011 50.500000000000007 654750.00000000012 -0.032312583178281777 0.35464502924190394 0.56832647396324398 30872.250000000004 -0.011148257646709679 -0.050435023382306092 2.5000000000000004 2.5000000000000004
decision_type=10 2 10 8 10 8 2 2 10 2 2 8 2 8 10 10 10 10 8 10 10 2 10 2 8 8 8 2 8 2 10 8 10 10 8 2 2 2 2 10 2 8 8 2 8 2 8 10 2 2 2 2 2 2 10 8 8 8 2 8 10 10 2 2 2 10 2 2 8 2 10 10 8 10 8 8 10 10 8 2 2 10 2 2 10 8 2 2 8 2 10 2 2 2 2 8 2 2 10 10 10 2 2 2 10 10 10 2 2 8 10
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internal_value=0 0.000209987 -0.000974352 -0.00204466 -0.0015598 -6.65018e-05 -0.000559115 0.000697548 0.0018011 0.000869816 -0.00379438 -0.00554012 -0.000613469 -0.0079307 0.0005071 -0.00410332 -0.00695207 0.00177307 0.00118829 -0.0027344 0.00189035 -0.000470869 0.00198325 0.00688041 0.00396326 -0.00222755 -0.0060482 0.00197309 0.00843613 0.0118494 0.000443773 0.000633249 -0.000256339 -0.00119077 0.00109452 0.00121557 0.00718335 0.00111215 -0.00085812 -0.00229892 0.000467288 3.10535e-05 -0.00304855 0.00128197 0.00579501 0.00114163 0.00122148 0.00490633 -0.00111732 0.0041618 0.00873011 -0.00167495 -0.00227742 -0.00155477 0.00387137 0.00110423 0.00719286 -0.00189498 -0.00389106 0.000139287 -0.00759954 0.0127685 0.0155242 0.0187248 -0.00596301 -0.00844936 0.00246858 -0.00451019 0.00041715 0.00932715 0.00671727 0.0132818 0.0161662 -0.00554281 0.00161866 0.00130648 0.00452453 0.00042303 -0.00136579 -0.00770031 0.00763979 -0.00414821 -0.00563576 0.0127922 0.0113662 0.00487047 0.00696966 0.00813702 0.000675055 0.007587 -0.00321438 0.0062401 -0.00956011 -0.00401286 0.00988539 -0.00586915 -0.00407006 -0.00700178 -0.0112111 -0.0129694 0.0023902 -0.00466448 -0.0104213 0.0127931 0.00996396 -0.0139481 -0.00776313 0.000272824 -0.0101832 0.00325132 0.00162556
internal_weight=0 12985.7 2136.28 1351.17 1266.02 764.191 743.919 628.111 544.217 785.111 501.826 355.196 119.575 235.62 146.63 129.256 115.808 31.3764 65.0908 104.459 655.855 309.711 218.922 98.6924 346.144 120.229 90.7892 33.8349 25.2258 59.2393 10849.4 9679.66 3306.55 2026.72 6373.11 6235.73 96.2003 6139.53 1937.44 925.287 1012.16 975.954 842.586 5950.99 169.013 5781.98 1279.83 82.7011 1169.74 106.443 78.9526 1063.3 963.684 858.26 99.611 89.3729 42.4485 843.391 421.732 421.659 105.424 61.1987 51.7181 43.2913 83.8944 85.1483 31.3169 104.423 35.1051 22.4349 21.1864 59.6715 49.1116 83.2728 1218.23 1183.49 247.286 936.208 39.4532 89.2751 42.1707 137.382 126.263 27.8031 14.8687 324.282 212.346 199.434 111.936 37.3635 74.5721 16.656 204.304 92.1777 34.7351 61.6023 188.537 87.7365 70.3192 64.2917 44.6138 46.9244 76.9593 20.2721 36.2036 51.032 109.607 27.1344 82.4723 16.2756 23.7936
internal_count=200855 198825 40712 28820 27127 15000 14606 11332 9481 11892 12127 8726 2858 5868 3401 2119 3274 812 1115 2997 9773 4094 2827 1542 5679 1285 1267 475 330 628 158113 140912 46078 26796 94834 92374 1879 90495 25443 13333 12110 11828 12288 87094 3412 83682 19282 1045 17201 1365 1010 15836 14375 12772 1461 1347 704 12533 5298 7235 1603 772 630 566 1851 1693 925 1138 533 333 609 900 714 2388 18204 17810 4534 13276 914 1353 404 2460 2282 478 239 5230 3411 3092 1819 608 1211 275 4943 2245 394 1078 3401 2030 1070 975 1223 643 1562 394 282 1105 2007 514 1493 243 439
is_linear=0
shrinkage=0.0227381


Tree=483
num_leaves=61
num_cat=0
split_feature=41 124 135 180 190 181 123 181 161 165 153 125 136 90 118 203 181 12 13 183 15 187 145 124 233 188 170 180 215 69 51 182 179 17 224 184 14 24 223 38 161 125 170 209 183 154 31 136 178 224 177 194 219 161 195 154 181 215 207 179
split_gain=7.94505 7.06513 6.37257 6.49543 6.2177 6.2604 8.96607 8.48807 9.51018 8.45488 5.61503 5.47841 5.33154 6.42502 5.49162 5.63414 6.23192 5.31875 7.7466 11.0408 8.25344 8.25074 10.6031 9.39071 7.49583 6.62719 8.46372 8.17561 6.38924 6.22383 7.94636 6.17744 5.22393 5.0856 4.70499 4.60195 5.14765 4.31184 4.2414 3.70835 5.52883 4.74603 3.4095 3.70524 3.38001 3.19397 4.22823 3.85254 2.90679 2.81217 2.66615 2.4785 1.90326 1.77479 1.52049 1.42303 1.15556 0.751435 0.609583 0.155887
threshold=0.028977496900740151 29.808350444900757 0.0034879660286335902 39050.548750000009 2.5000000000000004 618103.8920454547 0.82562592222053599 843671.81250000012 0.42573143621097231 0.18808962264150947 140366.25000000003 0.8802190280629707 0.29098573068735384 1.0000000180025095e-35 1.5000000000000002 0.010512801352888347 1026413.0640000001 1.5000000000000002 2.5000000000000004 -878.49999999999989 -13285.499999999998 7.5929064657878227 1294.7271590772546 31.486652977412735 -0.0093917627818882448 0.97979591836734703 33.510000000000012 14493.423750000002 -0.029920480214059349 0.0043500000000000006 0.097050000000000011 -356.4188311688311 0.86325925927237768 -5404.4999999999991 0.014785119332373144 61516.125000000007 0.020479500000000001 1.0000000180025095e-35 -0.011605323292315005 41.500000000000007 0.49636115296920308 2.6187542778918553 9.6125000000000025 0.0030117768328636889 -1140.4999999999998 2008680.7500000002 10.500000000000002 0.61205638915993277 0.267948717948718 -0.0068494677543640128 0.39009661835748799 0.064632165235553499 0.0196992252022028 0.24648118914652012 36.005617977528097 572469.75000000012 68223.375000000015 0.0047820978797972211 -0.032941464334726327 0.90775532601302822
decision_type=8 2 8 10 8 10 10 10 10 8 10 2 10 10 10 2 10 2 2 8 2 8 8 2 2 10 10 10 2 8 10 10 10 2 2 10 2 2 2 2 8 2 10 2 10 8 2 10 10 2 10 8 2 8 8 8 8 2 2 8
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leaf_weight=14.187109562102703 29.422806698828936 11.476202676072715 5.9751809090375891 8.7094989046454412 1289.5366881890222 8.1721896119415742 11.28998058196157 3.8958105938509116 12.476293559186162 68.109569003805518 25.886667314916849 3.7825776219833678 2.5545113214757285 7.7231577262282398 4.4161778213456273 51.42386264167726 11.175204277038572 248.84514693589881 68.391592968255281 40.103663146495819 189.97536883875728 1195.5371342599392 671.99494257569313 855.30576372146606 207.95113613316789 1578.7712141070515 12.067565023899077 559.85966918617487 107.90227702260017 4510.4013811908662 204.48497664928436 703.96552286203951 11.355593701824544 5.1329630222171572 5.9012095779180518 22.855344837531447 23.113580729812384 7.963426979025825 17.833962636068467 18.557027909904722 10.907572530210016 11.441202167421578 17.104701640084386 18.585010249167681 3.5973139051347971 20.084470194298774 45.223848862107843 32.818706738762558 7.8975429204292569 8.495368817355482 5.4782928223721665 6.4541209731250992 7.0199467763304702 13.539384609088303 4.2200929969549188 4.055154446978122 24.466916674748063 6.4014373822137713 3.8572070205118489 6.0686715231277057
leaf_count=75 149 83 95 93 20686 108 264 96 121 1056 135 66 56 152 142 714 110 2458 988 393 2088 21352 9416 12385 2082 26400 291 12064 2976 67585 3713 6693 145 72 90 117 118 141 229 148 58 68 89 88 48 606 1471 1322 94 156 105 58 76 153 80 100 198 105 118 101
internal_value=0 -0.00636956 7.58859e-05 2.23548e-05 9.01896e-05 5.58779e-05 0.00442992 0.00712718 0.00973666 0.0132084 0.00480671 0.00749804 -0.0038189 -0.00467633 -0.00615361 -0.00723622 -0.0119197 -2.79307e-06 0.000750882 -0.00182755 0.00144782 0.00119429 0.00211223 -0.000362597 -0.00517331 -0.000295567 -0.00135837 -0.00101331 -0.00703028 6.35406e-05 0.00135306 -0.00030755 -0.00226511 0.00495897 0.011593 0.00710045 0.00953059 0.0146691 -0.0051625 -0.0089926 -0.012514 -0.00193013 0.0127169 0.0157804 0.00586307 -0.00333879 -0.000131516 -0.00807648 -0.00438156 -0.00307855 0.0104625 -0.0145922 -0.00915571 0.0186202 0.00406632 0.00384224 -0.0160795 0.0142227 0.0115143 -0.00896978
internal_weight=0 91.036 13005.2 12868.2 12653.1 12603.4 158.34 125.314 103.231 79.3995 136.968 49.7123 215.051 206.341 181.605 169.735 69.0532 12445.1 3478.1 506.422 258.367 2971.68 1867.53 1104.15 248.055 8966.99 2258.6 2138.63 119.97 6708.39 1494.02 5214.37 23.8319 24.7359 35.2418 107.545 81.6586 29.3405 33.0261 76.8489 46.8507 29.9982 58.5451 41.4404 11.8707 100.682 65.3083 35.3732 22.0821 14.4705 17.0127 57.878 24.8539 21.3771 8.1159 7.83773 35.9431 11.8797 7.45452 13.9662
internal_count=201239 630 200609 199913 194741 193940 2370 1957 1586 1320 696 801 5172 5079 4645 4337 882 191570 51162 5551 3076 45611 30768 14843 2475 140408 41731 38464 3267 98677 24399 74278 266 434 550 547 412 460 413 555 339 216 294 205 308 3455 2077 1378 371 251 282 772 305 319 176 166 281 210 166 195
is_linear=0
shrinkage=0.0227381


Tree=484
num_leaves=71
num_cat=0
split_feature=40 131 160 219 212 218 210 22 222 177 187 155 152 93 133 133 223 177 170 226 126 171 216 39 60 144 149 216 67 167 225 126 6 195 195 144 231 222 144 199 141 141 176 154 155 37 145 212 225 182 38 204 220 170 122 215 229 165 182 224 212 153 217 195 191 39 155 223 188 191
split_gain=6.72281 10.7329 7.1589 6.5711 9.28548 8.12056 7.67359 6.68377 9.31184 13.0106 9.60118 8.77949 9.18835 8.09367 7.61986 8.27618 7.98071 7.51605 9.47794 7.29649 8.74203 8.12875 7.2658 7.23317 6.80327 6.51495 8.3946 8.44646 6.61527 6.40478 6.4587 6.39075 6.53159 6.36428 6.24062 6.09896 11.3937 6.28098 6.08842 9.33654 8.15399 5.96859 5.42068 5.08126 4.96813 4.87985 4.37838 4.27557 5.77229 3.97634 4.49547 3.89501 5.99797 3.70405 3.6707 3.9046 3.60883 3.58464 3.4783 3.36167 3.27643 3.25634 3.19306 2.66427 2.55704 2.33313 1.72569 1.37432 1.03309 0.326239
threshold=0.0092724757680630026 0.0020556288106302004 7940.2500000000009 -0.025368761271238324 -0.045149922370910638 -0.0072059463709592811 0.014437103178352119 1.0000000180025095e-35 0.0036038380349054937 0.93095238095238109 12.778201865988128 324457.13250000007 384967.12500000006 -2877.4999999999995 0.023544320380581858 0.10293597161110006 0.008094660937786104 0.39009661835748799 19.256578947368425 -0.019948827102780339 0.22204738707103402 126.50000000000001 0.013711693231016399 0.19893583121904088 0.037150000000000009 -1361.4999999999998 -896.65151515151501 -0.006091516697779297 0.061750000000000006 0.37797619047619052 -0.013378977775573729 0.036908752619110606 199116.00000000003 5.8321596244131468 10.004385964912283 -11.499999999999998 0.003924078308045865 -0.0068017931189388028 -176.49999999999997 379796.40368697484 0.48068242399417604 0.60892179135114155 10.500000000000002 1581085.6200000003 52583.020384615396 1.0000000180025095e-35 803.29182247551364 0.0043873395770788201 -0.005552120739594101 -422.24038461538458 41.500000000000007 -0.010598766617476938 0.0087814158760011213 6.0333333333333341 0.061176365448172378 0.003608101862482727 -0.0014934371574781833 0.43095238095238103 -1475.2678571428569 -0.002088002627715468 0.0078621567226946371 180002.22750000001 0.0035558079835027461 6.7283422459893059 13.500000000000002 0.32386647267644786 208922.17500000002 0.0077553521841764459 0.68337520938023466 14.500000000000002
decision_type=10 8 10 2 2 2 2 2 2 8 10 10 10 10 8 10 2 10 10 2 2 10 2 8 8 8 8 2 8 8 2 2 2 8 8 10 2 2 10 10 2 2 10 8 10 2 8 2 2 8 2 2 2 10 10 2 2 10 8 2 2 8 2 10 10 8 8 2 10 8
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right_child=1 2 60 7 6 46 31 8 9 19 11 23 -14 35 15 -17 -18 18 -20 21 -22 -23 -24 -25 41 26 27 -29 -30 30 45 33 34 42 -36 36 53 -39 39 -41 -42 -43 -44 66 -46 57 59 48 -50 -51 -52 65 -54 -55 55 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71
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is_linear=0
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Tree=485
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split_gain=10.7169 6.97002 13.1678 8.96278 11.3731 7.68997 7.43735 9.79178 6.93743 12.7537 14.0007 13.7225 10.2438 9.78691 10.5862 8.91817 8.88625 10.0176 10.1926 8.46623 8.2217 12.1043 8.9477 8.17249 9.93792 8.56385 9.8908 8.40989 8.16664 12.0168 10.3691 11.4001 11.1404 10.7073 9.14914 9.04908 8.53025 13.326 10.0274 8.95139 10.1852 9.3797 7.79014 7.75116 10.3007 8.52088 7.74259 11.0863 10.438 8.65588 9.31054 9.05112 8.60948 10.0587 9.04563 7.81205 7.64505 7.47991 7.42583 7.33938 7.30895 7.27824 10.2262 8.49988 7.2104 7.34633 8.2839 8.08666 7.52126 7.3294 7.15494 9.06673 7.46332 7.35483 7.10999 7.06221 6.90889 6.85704 9.38022 6.82299 6.83561 6.76419 6.71634 6.67179 6.54009 6.97074 6.58019 6.47088 6.44497 7.53866 6.40219 6.39624 6.35819 8.43898 6.22431 6.21049 6.19767 6.15221 6.05883 8.39643 6.52633 7.58473 5.94697 5.79574 5.77993 6.04036 5.86771 5.7508 5.74841 5.63278 5.58417
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decision_type=10 8 2 2 2 10 8 10 8 2 10 8 8 8 8 8 2 2 10 8 8 2 10 10 10 8 2 2 2 8 10 10 8 2 10 2 8 8 8 10 10 8 2 2 2 10 10 8 8 8 10 2 2 2 2 8 2 2 8 2 2 10 2 2 8 8 2 2 2 2 2 2 10 2 2 2 8 2 2 2 2 2 2 2 8 8 2 2 10 2 2 10 2 10 10 2 10 10 2 2 8 10 10 8 2 10 10 8 8 2 2
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is_linear=0
shrinkage=0.0227381


Tree=486
num_leaves=112
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decision_type=10 2 2 10 10 2 10 10 8 2 10 8 2 10 10 10 2 8 2 10 10 2 10 2 10 8 2 2 10 2 2 10 2 8 10 8 10 2 10 2 8 10 2 2 2 2 2 8 10 2 8 2 8 2 10 10 8 8 10 8 10 2 2 2 2 8 2 8 8 2 10 2 10 2 2 10 10 8 10 10 2 2 2 10 10 2 2 10 8 10 2 2 2 8 2 2 10 10 10 2 10 2 8 10 2 8 2 2 10 2 10
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leaf_count=188 86 99 128 161 123 112 124 182 138 225 195 135 483 367 298 77 114 393 317 4988 1700 150 548 175 1363 7192 274 857 1370 301 1557 13563 5162 384 362 611 2032 2618 836 246 213 615 229 102 77991 412 1415 1380 440 1992 9254 28514 1849 253 203 7019 2558 749 343 802 85 678 4267 1551 129 74 284 91 100 112 155 116 120 89 561 66 124 142 610 119 79 255 203 110 113 86 67 220 280 67 147 86 514 499 70 83 87 118 68 122 132 105 58 156 640 100 167 98 92 91 92
internal_value=0 -0.00443977 -0.00030228 0.00615357 0.000308541 -0.00340313 0.000365467 0.00296692 0.00403321 0.00277226 0.00516964 -0.00111595 0.00731283 0.00353194 0.0121596 0.0127606 -0.00753328 0.000252462 0.00115529 -5.75471e-05 -0.00156692 0.0022578 0.000221986 0.00322563 0.00626891 0.00172892 0.0028377 0.00445219 -0.00423163 0.00778742 0.0131787 -0.00264337 -0.0014696 0.00648849 -0.00101912 0.00567302 0.00759068 -2.88823e-05 0.000845481 0.00551846 0.00910546 0.000544056 0.00553897 -0.000494877 -0.000381463 0.0059483 -0.00050915 0.0116212 0.0109243 0.00459199 0.000243384 -0.000569641 0.00183896 -0.00642738 0.00318823 -0.000387211 -0.00235433 -0.00169643 -0.00792656 -0.0067134 0.00293656 0.00134944 -0.00703583 0.0017976 0.00318714 0.0144803 0.0169862 -0.00512185 0.00370126 -0.00407227 0.00514212 -0.003187 0.00306625 -0.00444749 -0.00723867 -0.00524914 0.0108325 7.42315e-05 -0.00692618 -0.00862976 -0.0102476 0.00683077 -0.00567016 -0.000248597 0.0216216 -0.00962711 -0.0118304 -0.00308326 0.0117995 0.00729089 -0.0112492 -0.0104993 -0.00956318 -0.00782829 0.0105174 0.00312268 0.0156817 0.00161942 -0.00401317 0.0118346 0.0012526 -0.0103602 -0.00981844 -0.0121375 -0.0136859 -0.0156133 -0.0114719 -0.00637331 -0.0145806 -0.00106974 -0.00541886
internal_weight=0 142.407 89.9898 38.13 12951 187.993 12763 522.296 468.981 419.676 257.856 161.82 206.078 124.121 81.9578 49.3053 62.363 12240.7 2901.91 1835.19 1112.64 722.548 458.435 1066.72 342.629 724.091 614.321 469.541 109.77 300.611 101.87 910.373 727.457 26.47 417.386 264.113 209.373 9338.83 3244.34 187.572 138.474 3056.77 165.05 6094.49 5994.29 110.777 5883.52 120.958 78.8017 198.74 2891.72 1919.28 972.438 109.799 202.265 5773.72 144.781 54.74 83.3 100.197 23.2211 78.4507 182.916 191.858 99.4575 32.3264 36.2636 165.823 26.6183 42.0179 15.8929 51.7772 29.6437 49.0975 43.8934 51.8598 41.0492 86.2484 139.205 117.635 104.369 66.3327 53.3143 33.8653 25.5253 76.9757 95.0023 27.0878 25.514 22.1697 69.4617 52.4175 26.125 46.6791 17.0601 13.2664 18.9529 23.0762 33.1248 11.6385 10.7383 30.2381 41.4957 48.1812 42.4702 37.3012 36.8013 17.5158 67.9145 13.0416 12.616
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is_linear=0
shrinkage=0.0227381


Tree=487
num_leaves=112
num_cat=0
split_feature=137 41 7 153 0 222 230 193 128 167 179 145 141 17 40 42 40 228 195 227 79 84 134 83 213 202 216 126 59 67 6 133 124 225 136 39 226 118 186 6 202 185 144 142 134 219 228 227 228 133 67 149 195 183 179 204 226 149 123 229 205 185 177 153 228 141 179 135 215 179 13 17 59 222 53 144 202 226 219 143 133 227 149 204 136 202 180 229 150 58 215 83 162 213 134 93 162 229 7 215 226 145 13 190 143 143 76 229 17 205 204
split_gain=6.93388 8.91203 6.82193 9.59478 9.46076 11.275 9.29992 8.24994 8.049 7.91792 9.40797 12.9698 10.5035 10.8457 10.4339 9.22311 11.3625 8.54703 8.38426 10.9439 11.9009 11.7474 9.51754 8.58018 8.5295 9.72415 8.33107 8.14136 7.73581 7.61072 7.56564 7.32363 7.11368 7.09266 6.84396 6.40087 8.48634 6.16316 9.33276 7.97542 7.83942 9.4789 7.75799 5.9895 5.9176 5.89742 5.64625 5.50767 5.44133 5.61695 5.3993 5.74109 5.71173 5.35844 5.17967 6.02099 7.21963 6.75759 5.17914 5.10956 4.95442 5.00657 4.8486 4.73023 4.68412 4.43469 4.02267 3.91591 3.90072 3.80975 3.72939 3.79174 3.56371 3.45598 3.38624 3.38387 3.33639 3.25843 3.23212 3.2259 3.22194 3.01197 3.01187 2.83533 2.75728 2.66772 2.54897 2.4901 2.27962 2.27297 2.14385 2.13183 2.07021 2.03446 2.03429 2.02339 1.95686 1.72871 1.69102 1.51898 1.51502 1.47551 1.44171 1.4092 1.33573 1.19242 1.11995 0.979433 0.927292 0.881117 0.858162
threshold=1.5000000000000002 0.34171764924473197 28271.250000000004 3562708.5000000005 1.0000000180025095e-35 -0.0064956110436469308 -0.0011308327084407208 275.50000000000006 102187.50000000001 0.42481203007518803 0.50149370160539097 1102.2116465776019 0.11320819720510826 -188.49999999999997 0.39209510329585634 0.040850000000000004 0.0092724757680630026 0.00099692237563431285 11.852241715399613 -0.0141936051659286 0.022050000000000004 1.5000000000000002 0.2334716983349491 0.021150000000000006 0.017860871739685539 -0.025031458586454388 -0.020737494342029091 0.37730675074990627 0.62430000000000019 0.053050000000000007 254556.00000000003 0.27050487193256789 64.940451745379889 -0.013837920967489479 0.79154262890192617 0.81549833711539077 -0.0045976734254509202 1.0000000180025095e-35 16034.355000000001 582349.50000000012 -0.066562134772539125 383.68943351284179 -380.49999999999994 -1042.9687499999998 0.069768518255679687 -0.0095802382566034777 0.0033224988728761677 0.014847419224679472 0.020467327907681469 0.017515941878744227 0.12355000000000001 601.04166666666686 6.0113636363636376 -1950.4999999999998 0.79589764175494804 -0.010598766617476938 -0.0015797959640622137 197.30952380952382 0.80801437552878397 -0.013577498029917477 0.026280326768755916 315.0705842911878 0.8377192982456142 147832.40250000003 -0.010067215654999016 0.063590304850775131 1.0735942676193515 0.19674087154190631 0.0092793153598904627 0.67094827414261005 2.5000000000000004 -9350.4999999999982 0.8660500000000001 -0.01105150720104575 0.12215000000000002 -41.499999999999993 -0.039829960092902177 -0.01297031110152602 0.012880003079771997 -1656.4999999999998 0.032920127572885351 -0.0044453323353081933 -619.29166666666663 0.050752751529216773 1.3927203458649056 -0.04040627367794513 5725.7130000000006 -0.013168294448405502 -2322.4999999999995 1.0000000180025095e-35 0.034026926383376128 0.00035000000000000005 0.99999555561975184 -0.0063167067710310212 0.044972783264229967 -1729.4999999999998 0.98631560977318011 -0.0068786756601184598 21134.250000000004 -0.0031976735917851325 -0.01676571927964687 333.25855827586116 4.5000000000000009 18.500000000000004 -748.49999999999989 -2703.4999999999995 0.060350000000000008 -0.0019815809791907664 -298.49999999999994 0.03539670072495938 0.066814474761486067
decision_type=2 10 10 10 2 2 2 10 10 8 8 10 2 2 8 8 10 2 10 2 10 2 10 8 2 2 2 2 8 10 2 8 2 2 10 10 2 10 8 2 2 10 8 8 10 2 2 2 2 10 10 10 10 8 10 2 2 10 8 2 2 8 8 10 2 2 8 8 2 10 2 2 10 2 8 8 2 2 2 8 10 2 8 2 10 2 8 2 10 10 2 10 8 2 8 10 10 2 10 2 2 10 2 10 8 10 8 2 2 2 2
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is_linear=0
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Tree=489
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threshold=0.066266417503356947 -9350.4999999999982 -309.17424242424238 0.27490313577628106 -1045.4999999999998 584185.50000000012 2.5000000000000004 0.22085000000000002 0.46737588652482276 -1530.4999999999998 0.036792811006307609 28.219758532621317 804449.25000000012 3.5000000000000004 0.083650000000000016 1.0000000180025095e-35 0.017181778326630596 0.26693557546475172 133460.5098214286 0.38173961467064282 74643.750000000015 5.715476190476191 0.026729485951364044 0.30151515151515157 3.9999790124561803 0.14249848865242945 907.53082574257428 -0.0093500348739325983 0.53212226929039907 0.70847130242825618 20.500000000000004 0.0011855880729854109 -0.0066339196637272826 -12560.499999999998 -0.031364684924483292 34.500000000000007 0.81099247842338451 101306.25000000001 0.32626304241409049 0.047324095059930467 -0.0023923732805997129 0.12065000000000002 0.74219146643879474 0.0055666065309196719 14.500000000000002 0.38265000000000005 -0.012836968060582874 3.5000000000000004 0.50558277949122454 0.0034475771244615321 0.00041746131319087004 17078.109014867234 0.0052698974031955012 0.032234685495495803 -0.0094313123263418657 0.18040978688487902 -14.499999999999998 0.028425631113350395 0.032150000000000005 0.8520653486441182 0.066150000000000014 0.36460000000000009 0.097150000000000014 100.50000000000001 0.24450000000000002 26233.612097623325 255967.22571428577 0.97735000000000005 18.400787401574807 7.5000000000000009 -0.0097754048183560354 -213.49999999999997 -0.024817735888063904 0.022785676643252376 0.27888888888888896 1.0000000180025095e-35 15316.245000000001 26.500000000000004 -300.65833333333325 0.54512325302405407 9681.7500000000018 -0.013290870934724806 0.52258013703835915 60.500000000000007 -2304.4999999999995 0.96105000000000007 0.0033666134113445882 0.86326039062149496 74281.500000000015 337.67047546347823 27.588760504201684 -11015.499999999998 554.49852150653976 -1464.4999999999998 0.044636599781540019 -0.017923566512763497 44.500000000000007 0.029786379076540474 0.010596042033284904 1.0599568165886784 1.0000000180025095e-35 0.06155205890536309 0.86326101438313441 0.010275506880134346 0.36939571150097467 -0.029029238969087597 33316.965000000004 -370.68333333333328 1761.5000000000002 0.72902097902097907 0.011327578686177732
decision_type=2 2 8 10 8 8 2 10 10 10 2 10 8 2 8 2 2 2 10 10 10 8 2 8 2 10 10 2 8 8 8 2 2 2 2 2 10 2 8 8 2 10 10 2 8 10 2 10 8 2 2 2 2 2 2 10 10 2 8 8 8 10 10 10 10 2 10 10 8 2 2 10 2 2 10 2 8 10 8 10 8 2 10 8 8 8 2 10 2 10 10 2 10 2 10 2 10 2 2 10 2 2 8 2 10 2 8 8 10 8 2
left_child=1 2 4 5 27 80 7 55 46 10 21 15 92 54 -15 16 78 18 20 -20 -17 110 23 24 -23 -25 44 33 29 97 32 36 42 34 35 91 -32 -16 -39 -6 48 -42 -30 89 -24 -10 87 82 -7 -34 51 101 -53 99 -12 63 57 61 60 -60 -59 62 -57 71 -63 66 67 -65 69 -67 -58 74 -73 -74 75 -3 -76 -47 79 -11 -4 -82 83 -48 -2 -36 -68 -9 -19 -5 -33 -1 93 94 -13 -56 -86 -29 -55 106 -90 102 -41 -31 -91 -87 -52 -72 -83 -35 -8
right_child=84 6 3 43 39 40 9 8 45 11 13 12 -14 14 37 17 -18 88 19 -21 -22 22 26 25 -26 -27 -28 28 30 103 31 90 49 109 85 -37 -38 38 -40 50 41 -43 -44 -45 -46 77 47 -49 -50 -51 53 52 -54 98 95 56 70 58 59 -61 -62 64 -64 65 -66 68 86 -69 -70 -71 107 72 73 -75 76 -77 -78 -79 -80 -81 81 108 -84 -85 96 105 -88 -89 100 104 -92 -93 -94 -95 -96 -97 -98 -99 -100 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_count=96 148 51577 193 344 62 142 278 89 506 1023 188 62 140 238 107 895 380 80 477 5299 2217 357 148 3330 188 5953 148 431 123 462 550 3176 853 136 90 99 3159 208 399 775 428 260 923 278 563 175 664 163 457 631 64 438 167 264 189 65605 219 670 3693 2322 445 4089 1839 2457 1633 228 1704 1194 214 333 133 244 821 210 625 2939 1368 131 256 332 127 1297 277 134 548 297 1117 218 961 179 452 102 125 91 260 591 127 97 167 60 76 114 1405 114 197 4644 2059 245 164 161 145
internal_value=0 0.000178787 -0.00128759 0.00337968 -0.00228182 0.000394314 0.000341257 4.84389e-05 0.0066756 0.0015648 0.0030011 0.000283858 0.00732684 -0.00240376 0.003009 -0.000250596 0.00402071 -0.00111846 -0.000462671 0.00130658 -0.00352355 0.00385893 0.00427361 0.0035499 0.010426 0.00276176 0.011491 -0.000833332 0.000846266 0.00907711 -0.000484876 -0.00269552 0.00525732 -0.0037816 -0.00504772 0.0087212 0.00133357 0.0074337 0.0106341 -0.00582709 0.00574501 0.0109057 0.0116623 0.0134567 0.014974 -0.00133166 0.0114127 0.0145128 -0.00172631 -0.000286632 -0.00652955 -0.00309579 0.00565956 -0.00996572 -0.00760227 -4.37358e-05 0.000768008 0.00060687 0.00443701 0.00182982 0.0159975 0.000227693 0.000546459 -0.000470696 -0.0048767 -0.00280396 -0.0035305 -0.0011778 0.00388512 0.0082826 0.0108291 -0.000159086 0.00489939 0.00734127 -0.000289584 -0.000466087 0.00320664 0.00775574 0.00640001 0.00842414 -0.00417737 -0.00624876 0.0176306 0.0202944 0.00772873 -0.00618082 -0.00632828 -0.0013749 -0.00783282 0.0180188 -0.00668235 0.0178192 0.0111578 0.0141456 0.0178894 -0.0104953 0.0104599 0.0172434 0.000750621 -0.0120131 -0.00971895 -0.00567595 -0.00674505 -0.00278939 0.00432018 -0.00680456 -0.0131486 0.0159073 -0.00825599 0.00709523 -0.00579582
internal_weight=0 13039.3 1294.66 223.736 1070.93 179.495 11744.6 9483.87 121.674 2260.74 1060.29 1200.44 76.963 143.109 71.8837 1123.48 184.448 939.033 863.853 550.551 313.302 917.181 884.005 815.102 73.0063 742.096 68.9034 767.833 493.067 61.6757 431.391 314.773 116.619 274.766 250.245 14.649 159.402 55.4067 47.5835 303.092 81.6853 45.976 49.7054 44.2408 54.5607 47.5235 74.1507 58.7482 35.7093 66.9133 293.657 155.057 32.9573 138.6 71.2255 9362.19 3224.62 3182.76 278.414 235.306 43.1075 2904.35 2740.86 6137.58 163.486 715.005 648.616 358.971 66.3892 47.4808 41.857 5422.57 128.469 107.867 5294.1 5046.77 247.327 18.0177 150.791 123.405 97.81 86.5365 51.3009 43.748 51.756 235.596 289.645 15.4024 75.1801 31.9345 155.371 9.72327 60.155 47.6386 36.0222 58.7501 45.3312 34.2261 23.1056 115.495 68.7993 122.099 117.413 27.4496 15.0593 230.795 108.713 28.7209 78.7254 24.521 33.1758
internal_count=201045 200222 26237 4066 22171 3068 173985 148281 2357 25704 13030 12674 678 1920 952 11996 1991 10005 8888 5776 3112 11110 10687 9828 545 9283 859 16596 10971 1104 9867 7337 2530 5625 5328 297 3709 714 607 5575 1287 688 1046 998 711 812 1545 1238 599 1484 5513 2899 605 2614 968 145924 80893 80296 7130 6015 1115 73166 67444 65031 5722 7247 6472 3651 775 561 597 57784 1275 1031 56509 54516 1993 306 1611 1355 1781 1588 1075 798 823 5031 2821 307 1117 720 3628 198 538 413 322 780 675 528 431 2183 1037 2294 2180 576 376 4941 2123 378 1461 297 423
is_linear=0
shrinkage=0.0227381


Tree=490
num_leaves=112
num_cat=0
split_feature=35 144 45 185 120 51 30 143 150 70 53 196 178 210 89 182 210 187 144 190 231 5 128 174 60 145 187 209 230 162 150 198 10 161 223 145 56 208 26 143 193 226 215 121 226 225 202 93 131 145 145 126 222 231 18 39 6 223 18 141 222 120 165 212 126 131 19 70 211 215 185 190 178 212 18 142 211 206 211 179 165 210 76 230 53 229 189 174 81 214 19 226 165 135 190 183 225 132 210 40 154 222 189 26 135 226 131 122 141 40 187
split_gain=8.48279 9.4722 9.37382 10.5366 9.98423 8.89023 8.36689 9.85503 11.2569 11.1879 14.2757 12.5108 10.5914 10.5792 9.52469 9.87477 9.19009 9.55777 8.7368 11.2692 9.02353 10.0847 9.29565 8.79081 10.128 8.26966 8.76197 8.40886 8.74899 8.04459 8.02116 7.98402 7.84123 7.64121 7.81017 10.7732 7.76028 7.59984 9.52226 9.02303 7.86004 7.36912 7.97928 7.68372 7.17504 7.11496 7.16121 6.86441 6.71342 6.54873 8.07234 8.6092 6.50131 7.38359 6.41102 6.40888 6.38525 6.36748 9.14915 9.03263 6.5886 6.4054 6.363 6.15029 6.06703 6.04934 5.96994 5.86585 5.85169 5.6452 5.63024 5.50888 5.49091 6.30269 5.471 5.44524 5.3369 5.22295 5.2052 5.18899 8.24193 5.60054 5.73454 5.16491 5.15677 5.14921 5.08341 4.98633 4.83169 6.00285 5.31895 4.81818 4.76406 4.73037 9.04544 7.75282 7.48662 5.72381 4.77701 4.71051 5.10908 4.87601 4.58976 4.56737 4.52048 8.23373 7.65796 4.518 4.51548 4.50155 4.44039
threshold=1.0000000180025095e-35 -11.499999999999998 0.64300000000000013 1400.3103879310347 4.492476176262989 0.11165000000000001 4.5000000000000009 -2867.4999999999995 -364.49999999999994 0.15120000000000003 0.17925000000000002 0.63456976799775922 0.61651583710407254 0.011604539118707182 2.5000000000000004 -318.0227272727272 -0.039934238418936722 17.183941997851779 -97.499999999999986 8.5000000000000018 -0.0026358278701081868 135128.25000000003 84060.375000000015 3.5000000000000004 0.0026500000000000004 634.79967311888856 4.4378511235955065 0.022221105173230175 0.015547181479632856 1.0115022391486812 -1131.4999999999998 0.22505955468886873 1.5000000000000002 0.39527846894935609 -0.0010850842809304593 212.9641205201589 0.094000000000000014 0.066294159740209593 17.500000000000004 -2629.4999999999995 1614.5000000000002 0.011009240522980692 -0.054646950215101235 0.26639891467112498 0.0019951607100665574 -0.027179987169802185 -0.086140971630811677 -454.49999999999994 0.11892866617398026 108.89654874652665 824.09416260714363 0.10263772878255607 -0.011586593464016913 0.0048196294810622939 -4847.4999999999991 0.23599889277200872 267212.25000000006 0.0024729684228077535 -2273.4999999999995 0.43502602578678168 -0.0077154405880719415 5.3015900780446401 0.32945736434108536 -0.01279516890645027 0.029666971375464552 0.21518354245464297 28.500000000000004 0.077250000000000013 0.00058148274547420453 0.019545013085007671 1200.4719642857146 27.500000000000004 0.40967365967365971 0.0067701064981520185 -2772.4999999999995 -259.77499999999992 -0.025065227411687371 0.02853810973465443 0.020367990247905258 0.64958143116136979 0.27888888888888896 -0.031546622514724725 0.11205000000000002 -0.00090442824875935901 0.065850000000000006 0.02636478561908007 0.21073190789473686 6.5000000000000009 0.17535000000000003 -0.023716602474451062 1.5000000000000002 -0.011135343927890061 0.50925925925925941 0.08299883722325084 42.500000000000007 -1180.4999999999998 0.014692321419715883 0.0052910384481828056 0.031455412507057197 0.19020372072891858 562500.09000000008 0.00058298042858950805 0.28498912255257441 8.5000000000000018 0.071654281318565813 0.00026057896320708101 0.16343485184282308 0.06706567017441438 0.067835811908189533 0.35063395885920207 1.2107319078947369
decision_type=2 10 10 10 2 10 2 8 10 10 10 8 10 2 8 10 2 10 10 10 2 2 10 10 10 8 10 2 2 10 10 8 2 10 2 8 8 2 2 8 10 2 2 10 2 2 2 10 10 8 8 2 2 2 2 8 2 2 2 2 2 2 10 2 2 8 8 10 2 2 10 10 10 2 2 10 2 2 2 10 8 2 8 2 8 2 8 8 8 2 10 2 8 8 8 10 2 10 2 10 10 2 10 2 8 2 10 10 2 10 10
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Tree=493
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decision_type=2 2 2 10 2 10 10 10 10 2 8 10 8 2 10 10 10 2 10 2 2 2 8 10 2 8 10 8 2 10 2 2 8 2 8 2 10 10 8 8 10 8 8 2 10 2 10 10 8 10 2 2 10 2 8 10 8 10 2 2 10 10 2 10 8 2 2 8 2 2 10 10 10 8 2 10 2 8 10 2 10 8 2 10 8 2 2 8 8 2 10 2 10 8 8 2 10 8 8 2 2 2 8 2 2 10 2 10 2 2 2
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is_linear=0
shrinkage=0.0227381


Tree=494
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decision_type=10 10 8 2 10 2 2 2 2 2 10 10 10 2 2 2 2 8 10 10 10 2 2 2 2 2 10 2 10 10 10 10 2 8 10 2 2 10 8 2 2 2 8 10 10 8 8 2 10 10 8 2 10 2 8 2 10 10 10 10 2 8 2 10 10 2 10 2 2 2 2 2 2 10 8 8 2 2 8 2 2 10 8 2 8 8 10 10 10 2 8 2 2 2 2 10 2 2 2 2 2 8 10 2 2 2 10 2 10 2 10
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Tree=497
num_leaves=112
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split_gain=6.69451 7.57627 7.37372 6.61006 10.16 9.56199 9.72638 6.63145 6.46375 9.78467 9.11202 9.55501 8.20942 6.72078 6.47837 6.33328 6.29192 10.8533 9.00454 7.94928 8.83449 10.0565 8.49239 7.53191 9.56351 6.98502 7.48868 6.94223 9.6755 6.71772 6.49253 6.45678 6.38776 7.95987 6.34934 6.09445 6.09277 5.98824 6.38907 9.23619 11.3846 9.49432 8.83276 8.61888 8.25172 8.086 7.94664 7.39452 7.31266 12.648 7.78081 6.79877 9.29565 9.29216 13.1871 9.21015 8.28209 8.00503 7.27831 7.20275 7.10369 7.25917 6.6619 7.71347 7.06718 6.59037 7.94719 11.8443 11.6281 6.21145 6.13822 5.95071 8.13627 5.83708 8.06724 6.827 5.80906 6.08081 5.62101 5.60426 5.4518 5.4083 7.62286 5.33776 7.76783 6.19578 5.24145 5.24096 5.17854 5.1395 5.10971 5.04554 7.77211 5.04349 4.96621 7.46984 4.96218 4.93333 4.91624 4.91217 4.86219 4.85919 4.83065 4.66705 4.6363 4.78069 5.14152 4.63239 4.62713 4.61174 4.61144
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decision_type=2 2 8 2 2 8 10 10 8 8 2 10 2 2 2 2 8 8 2 10 10 2 8 10 10 10 8 2 8 2 10 2 2 8 10 2 2 8 10 10 10 2 8 10 8 2 2 10 10 10 10 8 8 10 10 10 2 8 10 10 8 10 10 2 10 8 8 10 2 10 8 2 10 10 10 8 2 10 8 2 10 10 8 10 2 10 8 8 2 2 8 8 10 2 8 10 8 8 10 10 8 10 2 2 2 10 8 8 2 2 10
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leaf_count=241 2879 218 1928 136 298 469 98 143 621 719 456 756 743 282 84 553 1383 481 93 110 217 428 93 84 256 1360 1479 288 2254 302 175 387 338 161 356 200 112 666 97 223 547 476 1177 139 7108 1819 10942 1953 977 484 99896 778 189 232 2817 6668 1006 201 182 8623 308 3140 800 97 541 467 930 599 977 392 2159 104 126 353 283 193 353 159 267 269 116 239 2678 220 1119 391 178 152 979 603 257 1541 952 278 1927 71 736 239 657 650 3395 182 147 434 448 225 81 83 102 1076 213
internal_value=0 -0.00107468 -0.000193447 -0.00351446 -0.000155402 -0.00562266 -0.00748671 -0.00564623 0.000409829 -0.00237474 0.00109325 0.00493329 -0.000600742 0.0116895 0.0163351 -0.00631256 0.00026645 -0.000515136 -0.00238293 0.00354473 0.00544253 0.00963559 0.0160845 -0.00579499 -0.00736097 0.00238264 0.00399647 -0.00020963 0.00338076 0.00215905 0.0068684 0.00521467 7.53409e-05 0.00425066 0.00761503 0.00453659 0.0110004 0.000515805 0.000579773 0.000285948 0.000535159 -0.00199208 -0.00336661 0.00392636 -0.00432832 -0.00319712 0.00162835 0.000639771 0.000762512 0.00537427 0.00064882 0.0014741 -0.00198407 0.00190685 0.00238488 0.00525197 0.00407429 -0.00288234 0.0106788 0.00111687 -0.00489243 -0.00715168 -0.00350146 0.00232156 -0.00613345 0.00225501 0.00365931 0.00774322 -0.00150697 0.0120994 -0.00431957 -0.00874857 -0.000213806 0.00654936 0.0115674 0.000406873 0.00296484 0.0081217 0.0102869 -0.00684593 -0.00818137 -0.0103224 -0.0116816 0.00526761 0.00943215 0.00272583 0.00990019 -0.00390345 -0.0109944 0.0211277 0.0134445 -0.00390381 -0.00631724 0.00352914 -0.00269583 -0.00596951 0.00070056 -0.00263822 -0.00483128 0.00057315 -0.00882068 0.000965844 -0.00670468 0.0155776 -0.0043848 0.000886016 -0.00383309 0.0037544 0.00288169 -0.00992464 0.00699461
internal_weight=0 1816.02 1340.95 475.062 186.747 288.314 237.799 85.2433 11280.4 406.822 206.514 121.911 71.3237 50.5877 34.6966 86.089 1254.86 1019.13 620.631 235.729 194.641 105.433 51.2909 235.915 204.371 398.504 307.712 384.716 156.138 54.142 16.0501 143.948 89.2078 59.466 34.2635 101.504 30.893 10873.6 10725.8 8386.72 7565.64 821.084 621.671 69.3393 552.332 488.279 2339.12 7467.65 7259.51 165.086 7094.42 2318.52 254.435 2064.09 1880.69 568.417 81.4075 183.4 12.2758 1312.27 173.027 137.451 208.146 65.1098 143.036 199.412 181.389 98.9117 82.477 27.6568 171.125 221.87 36.0641 90.6258 45.6982 44.9276 50.5152 31.8161 41.607 97.9843 73.2185 185.806 163.68 273.004 94.6366 178.368 14.6975 28.5731 58.4182 35.8984 20.5946 147.772 108.12 35.5766 228.579 110.659 38.1065 41.6825 41.0886 117.92 188.321 15.3925 19.8786 36.9516 84.6023 43.3579 31.3531 31.5433 14.8003 70.6265 15.9288
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is_linear=0
shrinkage=0.0227381


Tree=498
num_leaves=112
num_cat=0
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split_gain=6.57322 7.1422 7.08699 8.68674 7.86106 6.42148 6.16361 9.8971 8.68764 9.72683 7.69186 6.16061 7.3261 6.46707 8.72015 8.57716 9.17547 10.6616 9.96124 8.94227 8.67481 9.74638 8.91861 8.31339 8.03333 8.65473 9.58865 7.91303 7.78533 12.7874 9.52096 8.38902 7.7071 10.7274 9.13682 8.55631 11.7279 7.97222 7.65333 9.88825 8.4626 7.55036 9.33016 7.59071 7.51365 11.6258 7.667 7.49284 9.45416 8.18264 7.47083 7.42883 11.0972 7.80579 7.12835 8.31972 6.95407 7.74424 6.69324 7.8828 6.66677 7.12237 6.53035 6.50468 6.39259 7.59075 6.33587 6.14125 7.17962 6.07547 6.06948 8.32743 7.41461 6.1974 6.61252 6.02837 5.97901 10.8411 7.61532 7.56779 6.07581 5.94117 5.89764 6.53098 5.8275 5.67179 5.52123 5.44411 6.37169 6.27191 5.37286 5.65107 5.36812 5.29642 5.2417 5.19794 5.069 5.05504 4.81461 4.66621 4.6537 4.65077 4.54364 4.46635 4.2725 4.21464 4.12602 3.76235 3.64874 3.55739 3.53585
threshold=26.416153319644085 -0.012822563294321297 0.0015082572936080398 0.015794051811099056 0.077600000000000016 31650.750000000004 0.24558704205214796 -0.015499117784202097 0.071293900474632008 1.0000000180025095e-35 0.63818181818181829 0.028977496900740151 0.077882423996925368 -0.001415771199390292 0.0034879660286335902 -0.0074673742055892936 0.09769692483727177 0.2787760230824699 0.015682080760598186 -3952.4999999999995 -0.019483797252178189 -0.014094414655119179 64.500000000000014 0.12377699464559556 -2296.4999999999995 18.038461538461544 6.4850277927201008 629226.00000000012 -1091.4999999999998 0.12065000000000002 -0.003167252521961927 6961.4388885337403 -0.022296600975096222 7187.3325000000013 9.5000000000000018 -0.019855197519063946 17763.750000000004 0.0015241525834426286 -0.0063954724464565507 0.27806414662084772 0.027632569683438867 0.21875000000000003 0.012329695746302606 -0.072964839637279497 0.15895000000000001 0.013760013505816461 0.18420730896439896 1.026885497186895 -2298.4999999999995 0.011943647637963297 46680.750000000007 14493.423750000002 1.8339895013123362 1.0667363236877769 -14.47222222222222 -930.49999999999989 28.841889117043127 0.0073500000000000015 78089.625000000015 -6700.4999999999991 0.057026713124274105 0.011612521484494211 -0.0063876421190798274 26.500000000000004 0.027550000000000002 6961.2975000000015 131444.25000000003 -2951.4999999999995 -0.011386441998183726 -0.0076394670177251092 -0.066830135881900773 117466.21875000001 0.073149431496858611 0.68337520938023466 0.0084059252403676527 -1595.3095238095236 2.5000000000000004 -813.29166666666663 -0.010962243191897867 0.14503045380115512 -0.0012323539704084394 0.71825396825396837 170733.80500000002 0.63467296176877019 -0.0077563754748553029 -0.042172593995928757 0.024807174690067772 -782.49999999999989 0.22133106466655564 11.500000000000002 0.71633012000230678 24869.576562153368 -0.017951313406229016 0.82562239715723706 6.5000000000000009 59342.625000000007 0.36171839983236087 11177.178750000001 11.500000000000002 0.00032590392220299696 0.00036380627716425812 -6.4999999999999991 4.5000000000000009 271776.96428571438 -2259.4999999999995 -702.49999999999989 0.039610931649804122 -343.22499999999997 -0.084465645253658281 0.0023159250849857931 0.029074640013277534
decision_type=2 2 2 2 10 10 10 2 8 8 8 8 2 2 8 2 8 10 2 2 2 2 8 2 8 8 10 10 10 10 2 2 2 8 2 2 10 2 2 8 10 8 2 2 8 2 2 10 8 2 10 10 8 8 8 2 2 10 8 2 8 2 2 10 10 8 8 2 2 2 2 10 2 10 2 10 2 10 2 2 2 8 8 10 2 2 2 8 10 8 8 2 2 10 8 10 10 8 2 2 2 10 2 8 8 8 2 8 2 2 2
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Tree=500
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shrinkage=0.0227381


Tree=501
num_leaves=75
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is_linear=0
shrinkage=0.0227381


Tree=502
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internal_value=0 0.00703277 0.0106499 6.39885e-05 0.000231919 0.00198008 0.00228974 0.00449916 0.00349852 0.00481911 -0.00131253 -0.000410988 -0.00477835 0.00598306 -9.24839e-05 0.00225474 0.00739211 0.0111088 0.0145717 0.0175892 0.000277476 -0.000262482 9.10865e-05 -0.000937276 0.000708914 0.00180758 0.0035885 0.00300999 0.00714704 -0.00762853 -0.000785301 0.00238819 -0.000745396 0.00889968 -0.00333982 0.00294859 -0.00576997 0.0102459 0.0139701 0.0122304 -0.00624373 0.000987547 0.0100168 0.000630803 -0.00124483 -0.00243116 0.00287642 0.00397249 -0.0039151 0.0049319 -0.00785475 -0.00216819 0.0021983 0.000515194 -0.00514071 -0.00198532 -0.00516157 -0.000206069 -0.00511877 0.00211596 -0.0109541 -0.000134879 -0.00394737 0.00502896 -4.03145e-05 0.00125683 -0.000321901 0.0153782 0.00457255 0.000474452 0.00109076 0.00667799 -0.000986588 -0.00609892 -0.00827338 -0.000931395 0.00521498 -0.00909984 -0.00861973 -0.00969666 0.0198159 0.00720799 0.00657195 0.00913124 0.0119937 -0.00898679 -0.010858 -0.00938925 -0.00439177 0.0029591 -0.000808897 -0.0134636 -0.00697687 -0.00863109 0.000593168 0.00487999 0.00779083 0.000513318 -0.00100857 0.00421451 0.0110516 0.00647719 -0.00855212 -0.0119028 -0.00380937 0.0116423 -0.0061936 -0.00211757 0.0137202 0.0164647 -0.0120121
internal_weight=0 65.5072 52.9956 12968.3 11564.6 1803.26 1743.8 638.813 576.667 468.722 1403.69 1121.56 282.126 418.812 9761.39 652.103 174.684 109.962 83.7209 70.9385 477.419 9109.28 1062.23 825.729 598.49 536.451 236.501 476.835 142.864 180.369 433.248 193.465 135.75 57.7147 239.784 66.3236 173.46 101.834 69.1723 62.1462 59.4547 1104.99 33.148 1071.84 586.119 496.059 485.72 421.298 64.4225 90.0602 62.0391 107.945 67.8065 64.722 227.239 93.6362 72.6398 9056.46 120.653 56.3142 64.3391 8935.81 207.798 37.9534 8728.01 1551.43 7176.58 50.8189 20.5243 101.757 32.6612 33.7547 41.0308 169.845 59.3332 107.761 14.9151 52.1156 119.479 114.676 34.9832 40.7118 26.8138 44.1703 37.3066 165.454 131.507 50.7339 49.9101 17.9154 26.2413 33.8996 59.6155 40.1386 16.8343 59.3806 47.0544 29.1245 33.9472 23.5998 12.6433 19.9059 52.8183 38.1158 80.9468 23.8462 30.9673 19.1388 44.0436 35.0562 44.1237
internal_count=200521 769 591 199752 170628 30100 28747 11371 10059 7804 29124 25444 3680 6984 140528 13670 3649 2467 1826 1686 10021 126858 24069 18904 14145 11986 5165 11258 3117 2599 9451 3746 2738 1008 5705 1635 4070 2108 1541 1312 1353 17376 673 16703 9502 7773 7201 6454 747 1729 2159 2255 1415 1182 4759 2048 1853 125674 1132 454 678 124542 4052 777 120490 22073 98417 1085 498 1081 567 622 1009 3275 1375 1938 258 1355 2821 2738 703 311 550 570 425 2341 1606 1282 820 611 641 813 728 840 469 635 486 300 735 360 224 421 1184 1038 1388 407 560 429 463 337 1548
is_linear=0
shrinkage=0.0227381


Tree=503
num_leaves=83
num_cat=0
split_feature=227 229 127 162 40 22 139 202 7 122 227 121 170 58 14 12 40 230 180 182 199 86 151 121 44 122 194 233 209 151 219 190 150 162 129 224 233 122 55 131 178 221 223 5 7 78 178 214 191 187 202 190 145 204 180 48 40 192 182 204 40 41 17 157 215 227 231 203 229 211 50 152 223 187 219 206 71 214 179 227 224 204
split_gain=6.16948 5.82682 5.42332 5.38693 6.45474 5.33479 8.67731 7.4551 9.86652 7.41892 12.3169 12.0581 8.58967 7.18365 7.05957 9.57548 9.25291 10.2484 9.48392 8.99787 9.81326 9.82414 9.12361 8.55549 8.40615 8.24877 9.78337 10.0868 8.75292 10.0014 9.25938 8.00805 14.375 12.2428 7.91561 7.55644 7.16429 9.46472 7.04155 6.9742 9.7382 11.0519 9.36861 15.1274 9.09928 7.88404 6.91712 6.80258 8.00537 6.59176 6.57995 6.24732 6.1916 6.49917 5.87293 5.5968 5.58547 5.37838 4.95115 4.63984 4.60955 4.58847 4.46708 4.33085 4.26565 4.25398 4.09763 4.09105 3.98547 3.78211 3.2257 3.0921 2.93604 2.9204 2.26099 2.17778 1.60983 1.28399 1.18468 1.05704 1.03984 0.787559
threshold=-0.037898195907473557 0.0064465138129889974 9518.2363921874421 55487.587500000001 0.40809126091528386 1.0000000180025095e-35 0.07417582417582419 -0.10284184291958808 42486.750000000007 0.032255380871336857 -0.0029264579061418767 0.26112357185131768 30.804761904761907 0.95305000000000006 0.011311499999999952 1.0000000180025095e-35 0.35820897054154904 0.0057597302366048106 13845.594642857146 -1294.3874999999998 8361.5966407048036 0.31325000000000008 1738.5000000000002 0.10647719437078561 0.98035000000000017 0.029339895090128191 0.038610614192009549 0.011033560149371626 -0.018081414513289925 346.50000000000006 -0.036650788038969033 16.500000000000004 -473.49999999999994 0.96243503901520289 0.36666666666666675 0.0087672993540763872 0.014036029577255251 0.053275650076722532 0.0057500000000000008 0.34905749107706335 0.13484848484848486 -0.0016552489832974968 -0.0069939179811626664 135128.25000000003 8318.2500000000018 0.072900000000000006 0.60303030303030314 -0.0021089621586725111 21.500000000000004 21.601587301587305 -0.068469259887933717 22.500000000000004 309.71422311203111 0.0096897948533296602 14873.11111607143 0.052550000000000006 0.69628148491046149 0.90967365967365976 -1830.9285714285713 -0.01165660750120878 0.12669091379094327 0.4373939367044648 -188.49999999999997 234002.25000000003 0.0043032933026552209 -0.015193731989711521 -0.0020434965845197435 0.050374621525406844 -0.011570152826607226 0.030944050289690498 0.044800000000000006 140955.44000000003 0.031879762187600143 8.3290894439967786 0.0059051688294857749 -0.025590091943740841 0.049150000000000006 0.0029029521392658357 0.99999011124827875 -0.0077875372953712932 -0.010065907146781681 0.035460794344544418
decision_type=2 2 2 10 10 2 10 2 10 10 2 10 8 8 2 2 10 2 10 10 8 10 10 10 10 8 10 2 2 8 2 8 8 10 10 2 2 10 8 10 8 2 2 2 10 8 8 2 8 10 2 8 8 2 8 8 10 10 8 2 8 10 2 8 2 2 2 2 2 2 8 8 2 10 2 2 10 2 10 2 2 2
left_child=1 69 -3 5 -5 7 9 8 46 10 12 47 59 71 19 16 31 18 -18 24 22 34 62 -23 36 26 27 -17 29 -27 -30 33 -33 -16 -22 55 49 -38 -37 40 41 -15 45 -44 -42 -41 56 70 -49 -9 -24 -10 53 -8 63 -26 65 -19 61 -7 -60 -14 -21 -13 80 73 -54 76 -28 78 -12 -11 -67 -2 -73 -56 -68 -61 -1 -6 -58 -53
right_child=3 2 -4 4 79 6 52 14 51 13 11 54 58 39 15 25 17 57 -20 20 21 23 50 -25 35 28 68 -29 30 -31 -32 32 -34 -35 -36 38 37 -39 -40 42 44 -43 43 -45 -46 -47 -48 48 -50 -51 -52 81 66 -55 75 -57 64 -59 60 77 -62 -63 -64 -65 -66 72 67 -69 -70 -71 -72 74 -74 -75 -76 -77 -78 -79 -80 -81 -82 -83
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leaf_count=361 92 124 116 100 96 98 95 6150 168 79 95 260 88 4717 632 6468 3157 2246 2197 3502 30533 107 257 346 292 7326 162 835 1561 18373 61261 937 634 115 3376 473 440 168 576 323 393 4440 5844 5634 5809 5233 105 495 791 490 531 76 352 94 90 2661 65 156 75 113 1972 143 100 272 152 1942 277 127 653 97 1359 112 71 132 82 223 97 84 109 257 195 106
internal_value=0 -0.00717299 0.00333413 0.000124298 -0.00721113 0.000153335 0.00100142 -9.69823e-05 -0.00518691 0.00120247 -0.00199225 0.00184065 -0.00687718 0.00161493 -2.1511e-05 0.00041069 0.00284195 0.000795773 0.00307752 -0.000873958 -0.000310079 0.00010956 -0.00474303 0.0124073 -0.00335408 0.000100792 0.00330758 0.00474707 -0.00012675 0.00126814 -0.000719789 0.00601615 0.00289058 0.0108846 -5.56026e-05 -0.00733931 -0.00154547 0.00673967 0.000165363 0.00147813 0.000659339 0.00219317 0.00321891 0.00145305 -0.00121849 0.00665867 -0.00743121 -0.00171462 0.00330996 -0.00253259 0.0040261 0.00863928 -0.00642401 0.00358637 0.0106472 -0.0100669 -0.00882149 -0.00413091 -0.00909566 0.00531679 -0.0104946 0.00338838 -0.00690819 0.00292659 0.00290054 -0.0106174 -0.0100609 -0.00335821 -0.00537328 -0.0114196 -0.00627534 0.0126615 -0.0120172 0.00220169 0.0164193 0.018609 -0.00922168 0.0111634 -0.0142385 -0.0125678 -0.00566433 -0.00410634
internal_weight=0 51.58 15.3778 13022.9 42.9606 12979.9 2952.14 10027.8 138.005 2881.34 325.698 185.503 140.195 2555.64 9889.78 6565.46 734.304 453.026 311.832 3324.32 2716.4 2489.15 227.247 24.541 607.923 5831.16 378.634 328.121 5452.53 1623.67 3828.85 281.278 179.648 101.63 2464.61 181.56 426.363 40.0553 50.5504 2534.01 1731.46 952.232 802.544 538.386 779.232 264.158 122.154 137.085 66.3468 386.307 43.5346 15.8509 70.806 18.9008 48.4183 131.01 115.997 141.194 120.464 19.731 109.558 10.9063 183.713 30.552 14.7076 101.29 51.9052 31.7487 50.5129 36.2022 70.7377 21.6319 91.8034 9.48618 15.2859 17.8662 16.7801 12.91 29.5436 27.6478 8.59253 8.06612
internal_count=200945 807 240 200138 453 199685 39866 159819 3104 38824 6158 3585 2573 32666 156715 106713 10074 7756 5354 50002 38752 34362 4390 453 11250 96639 8118 7303 88521 25699 62822 2318 1571 747 33909 4002 7248 608 1049 32393 15359 9157 17034 11478 6202 5556 2754 2740 1286 6640 788 350 1042 189 845 2953 2649 2402 2278 295 2047 231 3602 532 412 2237 853 501 815 567 1454 273 2013 224 194 313 374 197 470 353 260 182
is_linear=0
shrinkage=0.0227381


Tree=504
num_leaves=112
num_cat=0
split_feature=19 222 145 92 200 76 227 143 223 197 210 224 213 66 7 206 184 120 68 155 203 136 216 174 190 154 202 217 92 190 22 123 177 89 223 136 207 202 202 171 182 182 93 130 203 190 198 127 150 143 187 216 7 124 133 211 5 75 207 93 154 215 206 150 214 179 203 210 133 38 184 19 220 206 132 215 210 209 7 182 29 150 204 220 176 153 200 123 132 156 211 13 180 209 133 123 153 211 154 229 194 224 206 55 153 190 198 229 214 227 186
split_gain=6.32352 6.66028 7.87842 8.66042 7.86583 7.85721 9.95311 8.89039 7.94963 7.76508 9.58439 13.2725 10.6708 9.21765 10.1653 9.56487 8.46166 9.3199 7.82389 7.76237 7.70099 7.53806 10.6834 7.92825 7.49548 7.26967 12.438 9.30917 7.32478 8.16558 7.50361 11.2484 7.33449 7.25459 8.4205 7.16421 6.9383 7.03801 9.02149 6.93682 6.92589 6.91681 9.44086 7.6819 11.229 7.30026 8.45386 9.33588 10.5196 8.14223 9.55825 8.01062 7.66647 6.96305 6.87653 6.79584 6.5637 6.49056 6.44576 6.42935 8.49716 6.46668 6.39664 6.14136 6.10991 6.07771 6.06941 5.87096 5.85591 6.51744 5.83139 8.56348 11.2286 8.87179 8.01894 11.6695 9.5219 7.90544 7.43956 7.31225 7.20161 8.17315 7.97946 7.45905 6.68221 6.57845 7.30036 7.05173 6.37662 7.68766 6.88104 6.31295 7.49539 9.14098 8.34047 6.99047 8.98196 10.8164 9.90073 9.27172 7.57127 7.56194 6.89917 10.0957 6.25876 7.84768 6.98641 6.92814 11.5927 6.2083 6.5807
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internal_value=0 0.000631887 0.000439794 -0.000462498 0.000812209 0.00144804 -0.000872098 -0.00246909 -0.000393313 0.00210394 0.000361322 -0.000786939 0.00239158 0.00387575 0.00192299 0.0126739 0.00521553 0.000605163 0.00102307 -0.0013077 0.00622693 0.00861272 0.00795313 0.00495307 0.00808131 -0.00573072 0.000468345 -0.0016388 -0.00591374 0.00186695 -0.00130103 0.00363672 -0.00432185 0.000846117 0.00362668 -0.00101302 0.00536965 0.00873376 0.00109957 -0.00288122 0.00101751 -0.00359051 0.00611203 0.00782279 -0.00394271 -0.00453498 0.00288415 -0.00183391 0.00203706 0.00424978 0.00672901 -0.00484757 0.00468653 0.00895802 0.0024082 0.000727457 0.00540847 0.0142283 0.00721591 0.0171045 0.0221831 -0.00501829 0.00887653 0.014959 -0.00607101 0.00079055 0.00104764 0.00405602 0.00782872 0.000280162 -0.00277696 -0.00370258 0.000643405 -0.00739084 -0.00294669 0.00212831 0.00689415 -0.0039933 -0.00210393 -0.00758154 -0.00424757 0.0078991 -0.00583132 0.000637052 0.00345853 0.000246251 -0.0080236 0.00741153 0.0111301 0.0181168 0.00163544 -0.00122654 0.00471283 -0.00466325 -0.00152521 -0.00305838 -0.00531385 0.00212265 0.00588043 -0.000672871 -0.00221222 -0.000972849 0.00612939 0.00434023 0.0114005 0.0085761 0.0107306 -0.000546513 -0.00144001 0.000392103 -0.000875185
internal_weight=0 5149.78 4951.68 7914.7 1922.68 1656.03 5992.02 1373.83 4618.19 623.73 476.476 3994.46 361.294 311.001 263.087 47.9136 198.092 4803.6 3945.61 857.993 159.273 129.346 39.6049 108.698 83.5415 115.182 1278.97 509.648 182.986 769.319 275.531 103.917 171.614 326.662 493.789 135.825 357.963 195.193 162.77 1314.58 201.77 1112.81 34.0535 17.846 1078.75 976.663 57.119 818.388 181.135 159.021 124.489 25.1563 377.062 122.39 254.673 51.5969 154.966 70.7926 163.472 22.8883 18.0928 919.544 45.3364 22.2495 153.768 3786.33 3537.48 415.656 203.297 212.359 248.855 239.302 113.114 126.188 637.253 107.43 60.9495 529.822 356.009 173.813 34.5317 54.5967 172.625 3121.82 371.582 2750.24 99.1643 147.254 87.3313 41.8609 102.089 85.6361 140.583 148.086 109.74 266.655 185.626 81.0283 59.2545 281.326 235.452 59.4788 27.0131 54.5211 19.3938 81.1045 72.1167 3821.83 1955.62 1866.21 1179.48
internal_count=201071 97567 94370 103504 29601 25686 73903 13438 60465 9979 8236 50486 5986 4299 3557 742 3197 91073 67859 23214 2252 1818 1278 1481 1083 2250 20382 8225 3924 12157 3904 1720 2184 4301 8253 2345 5908 3102 2806 12856 1597 11259 349 244 10910 9728 559 21936 5889 5170 3446 398 5304 1582 3722 613 1707 969 2619 660 504 9169 695 693 1940 65607 61749 7778 4880 2898 3858 3677 1586 2091 16047 2765 1596 13282 7971 5311 1724 416 2531 53971 2599 51372 1804 1743 1019 490 1182 1005 1959 3297 2408 3915 2702 1213 582 3606 3093 786 369 1214 535 1173 1020 47955 23650 24305 16097
is_linear=0
shrinkage=0.0227381


Tree=507
num_leaves=68
num_cat=0
split_feature=194 198 190 209 222 126 197 151 186 135 162 93 182 185 170 126 208 123 122 227 208 38 199 202 153 181 121 208 181 211 203 135 211 217 200 14 208 89 7 186 51 183 61 125 157 141 199 210 202 156 211 222 121 191 69 48 17 208 156 185 149 186 198 185 224 202 15
split_gain=6.14385 5.9175 11.7991 6.34414 6.46503 5.71016 5.67425 9.54649 8.12659 6.73279 6.6409 11.352 15.823 11.1893 10.9428 9.41981 8.92026 8.80309 8.78902 9.85958 7.63109 7.19221 6.73376 7.54697 6.60122 6.49652 6.39379 14.4256 12.5161 10.6921 8.90368 14.3044 7.25451 6.38859 6.36001 5.81884 5.79795 5.70584 5.67695 7.65115 5.27976 5.24436 5.73598 4.9967 4.90304 4.57685 4.21657 4.13681 4.07681 4.00532 3.9836 3.69688 3.61595 4.58016 3.42829 3.33251 3.63894 4.18579 2.58226 2.51697 2.32991 2.12932 2.08606 1.63434 1.6298 1.46906 0.890866
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decision_type=10 10 10 2 2 2 10 8 10 8 10 10 10 10 10 2 2 8 10 2 2 2 10 2 10 10 10 2 8 2 2 8 2 2 10 2 2 10 10 10 10 8 8 2 8 2 10 2 2 8 2 2 10 8 8 8 2 2 10 10 8 10 8 10 2 2 2
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leaf_weight=9.0306271221488732 8.1573157757520658 12.713812293484809 4.2937557832337916 12.863618671894072 10.489823510870336 14.585390471853318 13.081926837563516 27.8168776598759 9.0901367506012303 16.316388018429279 249.95400333404541 20.10287894308567 361.40133132040501 3156.8968792948872 495.28008260391653 315.02413177490234 42.302062928676605 494.26669578254223 62.536607302725315 397.36550269299187 95.447635561227798 50.366746939718723 37.391512878239155 58.986101178452373 581.52854448207654 137.61740223318338 1693.1478425757959 288.4470442533493 447.63006269931793 679.30976793682203 479.21314382553101 154.28017529007047 2155.3726006895304 14.375191072002055 9.3895599376410228 24.888183370232582 10.770118315704169 14.059839613735674 13.423533387482165 12.09750599041581 9.5905197202228027 7.2632373967207995 6.7927075531333667 12.195744949392973 6.7418239368125814 28.863834036514163 13.394101282581685 7.3515511956065884 11.716619551181791 14.703904132358732 12.762666618451474 7.891000108793377 6.7952407249249509 7.3136586868204168 9.6945754792541248 87.311772908549756 14.261347872670738 6.4112945194356135 11.177682897076009 2.2190384631976476 13.416205153334891 10.852892106398938 9.6850063661113399 10.12004512362182 6.3572248360142112 7.5668696742504862 7.4165329686366039
leaf_count=130 140 122 97 102 112 568 156 233 58 184 3311 295 4847 50293 9940 7463 708 12452 1025 5325 1473 1096 381 410 14097 3773 30284 4381 6715 9657 3721 5179 16869 171 116 421 90 148 99 90 107 114 132 153 93 247 90 87 114 129 103 99 75 122 138 1183 154 93 101 52 123 83 96 77 80 86 135
internal_value=0 -5.54327e-06 -0.00346384 0.00395726 0.00827346 6.23607e-05 8.3758e-05 0.00416331 0.0109441 0.0170911 2.73865e-05 -0.000498064 0.00164427 -0.000934718 -0.000533023 -0.00291365 0.00756575 -0.00370943 0.000341082 0.00123758 0.00418921 -0.005345 0.000545799 0.00468275 -1.15189e-05 -0.00418458 0.000412522 -0.000787718 0.00157993 -0.00266044 0.00085914 0.00206542 9.29923e-06 0.00986022 0.0143638 0.0155727 -2.12984e-05 0.000836015 0.000794731 0.00453458 -0.00354013 -0.00661936 0.00143223 0.00680885 0.00777785 -0.00519567 0.0044373 0.0097494 0.000474489 -0.000217176 -0.00727579 0.00914306 -0.00842612 -0.0097122 0.000985507 -0.0108148 -0.0117425 -0.0132443 -0.00457459 -0.0107074 0.0128669 0.0119313 0.0152013 -0.0104302 0.0134664 0.021932 -0.00807585
internal_weight=0 13011.7 242.287 71.6338 47.7424 12769.4 12752.6 165.275 57.7719 32.9734 12587.3 6251.41 1054.41 5197 4548.73 810.304 182.741 648.266 871.67 758.767 137.75 112.903 6335.94 188.587 3738.43 631.884 6147.35 1665.34 736.077 929.264 4482.01 1847.43 2634.59 75.2161 46.7811 44.9911 107.503 28.435 113.371 71.0836 73.6842 170.653 31.602 33.8188 19.8918 42.2874 22.9846 16.3822 24.7985 25.1937 50.6996 29.4645 139.051 122.093 16.9578 114.78 107.984 93.7231 23.8915 16.8044 21.5735 21.623 22.5486 37.9369 13.099 23.8833 11.7103
internal_count=200798 200436 3078 662 439 197358 196738 1534 598 328 195204 113425 15190 98235 81793 17403 2897 16442 12293 10172 2181 2121 81779 1662 64390 16225 80117 24064 11096 12968 56053 35463 20590 816 497 716 936 319 846 500 610 2416 537 326 305 346 197 217 270 241 413 362 1879 1627 252 1505 1430 1276 223 620 263 173 198 310 173 270 232
is_linear=0
shrinkage=0.0227381


Tree=508
num_leaves=59
num_cat=0
split_feature=147 60 163 93 50 193 209 205 223 220 200 188 142 7 141 17 195 212 190 231 185 188 14 187 43 89 153 14 19 161 83 17 154 121 162 176 177 228 188 205 202 224 233 154 216 8 185 187 121 216 207 195 233 231 177 188 187 229
split_gain=5.56957 7.49296 6.26258 6.78907 6.2199 5.79758 7.17227 5.44714 5.20998 5.09118 8.69413 7.55246 6.37263 7.70676 6.18586 5.97558 10.5611 12.7227 11.6427 9.34543 8.57282 9.7744 9.79288 8.55923 10.9288 10.2684 7.38742 9.57103 8.95217 7.10334 8.45629 7.71727 7.00804 10.2683 9.15382 6.80353 6.79748 10.3156 8.7377 5.94236 5.80604 5.6085 5.41254 5.33358 4.68276 4.61489 4.56808 4.37631 3.92503 3.52253 2.59603 2.47647 2.3543 1.8586 1.7551 1.47658 1.22873 0.544954
threshold=124.50000000000001 0.012450000000000001 0.0010181629633260936 -448.49999999999994 0.29375000000000007 1614.5000000000002 0.013434831053018572 0.0051229400560259828 0.0077553521841764459 -0.029923978261649605 7.5000000000000009 0.28033843103936568 -224.93749999999997 16854.750000000004 0.46915828796951781 -2029.4999999999998 16.237691686844233 0.040872501209378249 5.5000000000000009 0.01438714610412717 -2169.4964225806448 0.86124862486248632 0.018421500000000004 27.672619047619051 0.080750000000000002 8.5000000000000018 584185.50000000012 0.0036769999999999507 9.5000000000000018 0.31549986015837006 0.0092500000000000013 -2249.4999999999995 1046729.2500000001 0.11538310323222269 1.0399642340415574 14.500000000000002 0.50714285714285723 0.010469250846654178 0.94008547008547017 0.039026271551847465 0.16119554638862613 -0.014068328775465487 0.0030514711979776625 1249706.2500000002 -0.03064352739602327 765722.25000000012 1070.1741830357146 5.3341793570219975 0.15665152111825079 -0.0078271767124533636 -0.02005099598318338 11.369395711500976 -0.00010193698835792019 0.00065753611852414917 0.39009661835748799 0.64008368200836829 2.1742581090407183 -0.00037400407018139953
decision_type=10 8 10 10 8 10 2 2 2 2 8 8 10 10 2 2 10 2 8 2 8 10 2 8 10 8 10 2 8 8 8 2 10 8 8 10 10 2 8 2 2 2 2 10 2 10 10 10 10 2 2 8 2 2 10 8 8 2
left_child=2 -2 5 4 -4 9 7 52 54 10 47 -12 14 -14 39 20 18 36 19 42 21 22 41 25 -25 -20 32 43 -29 31 -31 -23 33 -22 -34 -24 38 -38 -18 -13 -16 -11 -17 -28 -19 -46 53 -1 -5 -49 -15 -10 -7 -6 -3 -9 -8 -21
right_child=1 8 3 48 46 6 56 55 51 15 11 12 13 50 40 16 17 44 23 57 26 29 35 24 -26 -27 27 28 -30 30 -32 -33 34 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59
leaf_value=0.017820690588617783 0.0087748038131323352 -0.0017240115361995632 -0.0025448167877814283 -0.0092784932283924461 0.0057199067348508454 0.0068519634607039767 0.0017149863536162439 0.0037557659569695955 0.0068900331540623257 -0.0049752652003846034 0.011063300622814048 -0.0044879076868840333 -0.0064341929741403596 0.00098704946019649922 -0.012141301104681399 0.0020512857965992136 0.001552871330692693 0.004726649846952727 -0.0026354558540848307 -0.012332297913973007 0.0025371195188554864 -0.010593946612620118 -0.0053461771120203944 0.0042334411991634619 -0.0080143795945727282 0.0075616882930095155 0.0047004656212326964 -0.00067513947717957206 0.0025840518964430946 -0.01007642384801701 0.0021632391410435496 0.0094733603611649262 -0.0029882193524314949 -2.0605707830273131e-05 0.0048304341650238971 0.0080875152907458406 0.0047354049281823013 -0.0026793719908309406 -0.0058023789422447722 0.0037758831306952925 0.0023061765444911922 0.0072318525830456946 0.010998953543986454 -0.0093605606769710768 -0.011559850294958294 0.00096423604477064784 0.00091713023816435352 -0.0077233189514837979 0.0045068632239536827 0.0071931140145948813 0.016996235135498569 -0.0055809232036826504 -0.0056765690214830048 0.022501273947903987 -0.016815432305653726 0.023328781037302352 -0.0088723310771817634 -0.0014330480158939534
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is_linear=0
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Tree=509
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split_gain=5.96083 8.94598 8.90473 7.99499 11.425 9.78449 10.5895 9.55016 11.6998 10.5131 9.15082 8.56274 8.46377 10.8081 8.03305 8.64244 7.88418 9.77041 9.11563 7.84777 7.7962 16.3307 11.9806 10.5335 10.2945 9.9463 9.64102 14.6891 14.9506 9.61734 9.63927 11.1859 10.2693 9.31034 9.08439 8.98301 9.21875 8.05843 8.42982 7.9245 7.62318 7.61039 8.30831 8.82565 7.84592 7.58107 7.38707 7.74733 7.33737 7.17696 7.15092 8.88173 10.3403 10.2965 7.27499 7.12402 7.04467 7.05866 7.04089 6.86354 8.74216 8.58881 7.19565 7.7988 11.3824 10.6579 8.7143 8.56921 10.5614 7.8825 7.64885 7.64262 7.4598 7.17104 6.96345 6.75072 6.77651 6.56827 6.46651 6.44952 6.40949 6.36981 9.59561 12.9366 8.52302 8.78858 8.66496 7.22748 6.84597 8.59744 8.64563 11.8886 7.75337 7.38564 7.22556 8.41085 11.5264 8.69766 7.08574 9.09781 8.77805 6.9815 8.95273 7.8014 6.95622 6.2078 6.20641 6.88475 6.47128 6.18183 9.44449
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decision_type=10 2 2 8 2 8 10 8 8 8 10 8 10 2 8 10 10 2 2 10 10 10 10 2 2 2 8 2 2 10 10 2 2 8 2 2 8 8 2 2 8 10 10 10 10 10 2 2 2 10 8 8 10 10 8 8 2 10 2 2 2 10 10 2 10 2 8 2 8 2 8 8 10 2 2 10 8 2 10 8 2 8 2 2 10 2 10 10 2 10 2 8 10 10 8 2 10 10 2 8 8 2 8 10 10 10 10 2 8 8 2
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is_linear=0
shrinkage=0.0227381


Tree=510
num_leaves=112
num_cat=0
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decision_type=2 10 8 10 2 2 2 2 10 2 2 2 2 10 8 8 10 10 2 2 2 10 2 10 2 2 10 10 8 10 2 10 8 10 10 10 8 10 10 2 8 10 8 2 8 8 2 8 10 8 2 2 10 2 8 2 2 2 10 10 8 10 2 2 2 2 10 2 8 10 10 10 10 10 8 10 10 8 2 2 10 2 2 2 10 8 2 2 2 10 10 8 10 10 8 10 2 2 8 10 2 2 10 2 2 2 8 8 8 10 2
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leaf_count=263 5135 151 105 185 14315 138 64 159 94 110 407 114 130 134 907 176 133 148 273 95 101446 850 1560 110 756 5272 203 156 144 462 162 68 152 310 333 737 2432 351 90 145 286 18702 4128 1630 107 1100 209 2230 3394 587 999 572 848 2142 1172 174 6961 80 114 215 97 96 109 310 148 969 141 638 101 1569 561 97 285 151 374 197 109 192 97 178 120 213 1754 201 184 1192 88 92 176 206 168 93 78 115 212 142 2017 103 64 171 93 89 167 111 283 1138 417 111 64 139 117
internal_value=0 0.00015778 -0.00191648 -0.000948321 0.000296374 -3.14381e-05 0.00556013 0.00112625 -0.00158211 0.0112419 0.0136675 -0.00174237 0.00700456 -0.00258805 -0.000144701 0.00358544 -0.000278296 -0.00458741 0.0020894 0.001675 -0.000158167 0.00234661 0.000771143 0.0112655 0.0074888 -0.00318867 -0.00414138 0.00591889 0.00421016 -0.00501859 0.0055402 0.016227 0.00056324 0.0050134 0.00830229 -0.000352674 -0.00421384 -0.00716795 0.00152711 0.00176875 0.00886557 0.0015934 0.000540945 0.0027993 -0.00318194 -0.00150719 -0.000638986 -0.00503777 0.000739678 0.0033491 -0.00222513 -0.00396126 0.00579388 -0.00464683 -0.00315445 -0.00524714 -0.000237038 0.00863434 0.0194734 0.0153872 -0.00733012 -0.00735427 0.00609792 0.00537808 0.000882894 0.010788 0.013234 -0.00141036 -0.00966313 -0.00322144 0.00136954 -0.00148345 -0.0065458 0.000289621 -0.00807089 -0.00920822 -0.00595902 -0.00745643 -0.00966561 0.00127674 -0.00841742 0.00885949 -0.00948943 0.01095 -0.00863927 -0.0122456 -0.0125516 -0.00619714 0.00120935 -9.76342e-05 0.0149209 0.00739755 -0.000801527 0.0155815 -0.0035459 0.00261344 -0.0109116 -0.000836308 0.0074947 0.0130376 0.00561343 -0.000968247 0.00122378 0.00790759 0.00349789 -0.0141503 -0.0119925 0.0202316 3.68429e-05 -0.003267 0.0106538
internal_weight=0 12990.9 806.728 675.762 12184.2 8740.01 165.313 3444.15 75.9918 89.321 78.5834 550.044 42.9704 507.074 8574.7 288.801 8285.9 216.055 60.6821 2894.11 8069.85 574.644 447.444 34.1331 127.199 492.098 439.316 31.2697 52.782 408.047 38.0121 68.7327 186.64 83.5878 66.3527 7495.2 209.08 155.373 2859.97 2725.49 55.4424 2670.05 1432.39 1237.66 134.483 646.217 570.673 130.734 439.939 233.402 206.537 57.1568 176.245 159.181 103.052 91.8513 7286.12 102.161 54.3993 28.5254 75.544 110.639 20.0952 47.3564 20.1943 87.1879 70.9866 39.5132 65.8539 49.5899 72.8505 63.2094 130.966 38.8597 61.6328 92.106 89.2193 83.6101 71.2291 34.3367 37.9797 29.5446 121.036 26.6634 105.461 54.4268 55.2436 17.2351 15.9855 26.9171 13.2688 24.9314 16.2013 21.4406 21.5298 11.4271 82.2894 15.6047 14.59 11.8645 9.69014 14.4077 14.3334 6.21858 9.8167 51.2902 29.1826 13.9388 16.8558 14.9729 7.02399
internal_count=201162 199099 18740 15349 180359 131068 2062 49291 1058 1004 866 7907 571 7336 129006 4723 124283 4406 1990 41384 119877 8301 6695 528 1606 7202 6093 359 1109 5734 457 756 3140 1642 1240 111576 3169 2416 40856 39627 852 38775 22830 15945 1229 14887 12951 2999 9952 5401 4551 1159 4242 3242 1498 1346 108407 1583 521 360 1936 2510 489 1309 307 1364 1110 797 1621 1717 765 658 3391 395 464 2996 2063 1954 1691 529 601 462 1887 295 2414 1382 1323 402 368 492 312 244 254 245 326 239 2516 499 212 280 315 190 235 214 480 1235 481 221 249 219 222
is_linear=0
shrinkage=0.0227381


Tree=511
num_leaves=112
num_cat=0
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split_gain=7.64291 8.57336 9.06474 9.43241 7.74466 9.45458 10.6191 9.93201 10.1323 9.91881 9.56906 9.43885 9.17741 8.45355 10.1655 8.13607 11.0342 8.58609 7.48943 7.26474 7.25584 7.72644 7.01074 7.42857 7.11614 6.79886 7.22566 8.55017 6.73038 6.63959 6.4567 10.8445 7.02243 6.428 8.73163 7.75371 6.97073 7.93381 9.12757 8.39971 7.76842 7.57904 8.88293 7.98432 9.74542 7.08326 6.89696 10.0185 8.50266 6.62766 10.2311 10.481 8.96381 8.63178 6.50138 6.47753 6.38152 6.35564 8.63135 13.4433 11.4181 9.45259 8.5514 8.51802 8.40899 10.7518 9.52279 9.2279 9.97157 10.4944 9.12031 8.13909 7.43968 8.02456 7.40667 7.88884 7.05511 6.88245 9.29389 8.19101 6.84199 6.65049 6.33586 6.33213 6.17458 6.16838 6.15694 6.12309 6.11654 6.11387 6.11277 5.94138 5.85142 5.83778 5.67343 9.69314 8.34896 5.8493 5.63437 5.54662 5.41917 5.35726 6.94431 5.23549 5.13378 5.10406 5.04108 5.03841 4.91647 4.64497 4.53732
threshold=2.5000000000000004 -9075.4999999999982 0.58323600897200256 25.556466302367948 3.5000000000000004 0.51965344241674649 0.67593318501878541 0.64219691080251862 0.48483074075010785 399.65386064930721 0.018299821764230732 -0.014445356559008358 0.011746277101337911 0.18246477232143227 14355.982302631581 -854.49999999999989 0.009537362493574621 5.5000000000000009 0.10995000000000001 3105.7875000000008 1037551.5000000001 0.010485806502401831 -442.49999999999994 14807.756831693363 0.012543159537017347 0.19316091954022993 0.0020701048197224741 -0.0060854870826005927 -0.081737305968999849 2.5000000000000004 0.23829376119746862 0.30024105444314048 5.0978917882942651 0.3702629502883058 0.60841648376416824 0.10085000000000001 -989.96428571428567 112464.00000000001 0.18470931045841951 7.5000000000000009 0.075679596513509764 0.39805127435115806 9.3049516908212571 0.026880421675741676 -11117.499999999998 1164.5841710285797 5.5000000000000009 1.5000000000000002 1046729.2500000001 -0.011363273486495016 162493.45312500003 0.10971007273748996 0.86325159890539649 0.05468904227018357 0.20685418520128598 -1312.4999999999998 -0.017618569545447823 0.0015500000000000004 728944.78500000003 0.13805000000000003 -0.0141936051659286 0.021822966635227207 0.77452548084654171 1.0502078464964659 1.0000000180025095e-35 -6023.4999999999991 0.01616313494741917 0.16415000000000005 -0.032993247732520097 -592.89444444444428 218599.45593750002 0.04194312242736515 -0.0076394670177251092 1.2175847352215488 0.0071969999999999508 169029.81000000003 0.027096227742731575 0.65695000000000003 0.077600000000000016 -0.012140349484980105 0.056667959622386258 13.500000000000002 12501.780000000002 0.096650000000000014 -1604.6990950226243 0.094144144510634811 2.5000000000000004 8.3813852813852829 10.286607142857145 0.99999451222524249 0.18803030333782025 -3025.4999999999995 0.36474501108647456 -4011.4999999999995 0.10563264802933137 0.010674718301743271 0.37419634802676538 -518.38749999999993 -2603.4999999999995 0.07856404851868859 0.6321930890012285 1.5000000000000002 -0.0044703520834445945 13.401298701298703 226172.70000000004 -1.0000000180025095e-35 26.500000000000004 0.45505050505050509 0.33647798742138368 193446.00000000003 0.14750000000000005
decision_type=2 2 10 10 2 10 10 10 10 8 2 2 2 8 8 2 2 10 10 8 8 2 10 2 2 10 2 2 2 10 10 10 8 2 8 10 8 2 10 8 2 10 10 2 2 10 2 10 10 2 8 8 8 2 8 10 2 10 8 8 2 2 8 10 10 2 2 10 2 10 8 8 2 8 2 10 2 10 8 2 10 2 10 10 10 8 10 8 10 10 10 2 10 2 10 2 10 8 2 8 10 10 2 10 10 2 10 10 8 2 8
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split_gain=5.21386 8.97591 6.37789 6.20131 6.66661 5.66044 5.31122 5.18417 5.25583 5.01949 5.48602 5.00785 9.04039 6.06337 5.25434 7.93972 7.50292 10.7083 9.15773 8.40978 8.20829 7.95525 10.3945 6.9525 6.69269 9.0059 7.62278 7.22434 6.93316 8.81456 7.73603 6.48802 5.95109 6.48625 6.17003 5.6203 5.30017 5.7217 4.76129 4.48876 4.44839 4.76636 4.12524 4.06882 3.97304 3.96351 4.54013 3.70449 3.50137 3.45971 3.37154 3.3356 4.04928 2.87625 2.76411 2.72817 2.56861 2.54373 2.36727 2.34265 1.9631 1.86144 1.41992 1.38144 1.1443 0.578699 0.207132
threshold=-0.053088825196027749 3.5000000000000004 0.1680778115987778 1.6587293409634829 0.55227298028689586 179.05555555555557 11.500000000000002 501.50000000000006 -0.015494883526116608 -0.014596554450690745 -0.013902391307055948 1.4099147401482439 -0.0067310447338968507 0.0058959380257874736 1.0000000180025095e-35 1659.5000000000002 0.048350000000000011 0.087500000000000008 1.5000000000000002 0.04999982193795708 0.0072649347130209216 1105687.5300000003 0.31643132220795894 -0.08341441303491591 -0.10284184291958808 210840.75000000003 0.0054262029007077226 0.60303030303030314 548.50000000000011 -0.094805162400007234 -514.49999999999989 0.013090317603200676 1.0000000180025095e-35 0.075100000000000014 2.5000000000000004 215.80909090909094 0.26311590971449761 69057.000000000015 277653.47142857144 -440.11805555555549 0.003987939329817892 98664.300000000017 -0.024709221906960007 0.23553323768531806 0.0014826284605078401 44955.450000000004 -0.017957410775125023 10.500000000000002 0.014355423394590618 0.18040978688487902 638732.25000000012 0.26479656745281149 0.015413473825901748 -205.49999999999997 0.026539263583095583 -799.44155844155841 21.33460559796438 0.060027817212665577 125267.06250000001 0.013183165341615679 -0.017763655632734295 -0.0055602320935577145 0.0092985448427498358 0.0086421654559671896 0.042895896366118159 4.5000000000000009 17.722649572649576
decision_type=2 10 2 10 8 10 10 10 2 2 2 10 2 2 2 10 8 8 10 10 2 8 8 2 2 8 2 8 8 2 10 2 2 10 8 10 10 8 8 8 2 10 2 8 2 10 2 2 2 8 8 10 2 10 8 10 10 8 10 2 2 2 2 2 10 2 8
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leaf_value=0.0053785199487060278 -0.00057780717397644583 -0.013076152394875071 -0.0067597159484387628 0.015603689778821884 -0.012386834920377092 0.00036640766428625211 0.0095081068080534441 0.013053924777074269 0.012348967766507159 -0.0006996180600940177 0.0039276497955914522 0.019712963700698923 -0.0056208543971825202 0.0018588781495655635 -0.0050874455295767925 0.020057659232764213 -0.00097713534842114183 0.00032876019358706526 0.011221573273536163 -0.0062179029323918772 -0.0025806532746349242 0.0069785164112969086 0.011522578877040781 -0.0050128750023165506 0.00073546098491246643 -0.0090170168126014229 0.015092083595635264 0.008639010087273297 0.0087626409512925746 0.00069802669462176964 -0.0017683829251442253 -0.0036297494326169824 -0.0088784900144645244 0.011060962780687751 0.00038255034744433069 -0.0020565270628387913 -0.0098848214390157077 0.014000475304075104 0.00087637023013256883 0.0045233952575733606 0.0065920117652572829 -0.0027127296555195341 -0.0043049284456859833 -0.0057357638787392676 -0.0011998102649162373 0.0045510820941643305 -0.0049126668864872096 0.025590877779639538 0.00081560526817897822 0.0093283575229247909 0.0074000636370577695 -0.0055131277951177915 0.0017494886852306908 0.0085428089903530294 -0.015762113869419538 -0.0078168311995852509 0.005550237199477853 -0.01883588096396073 -0.0041783308404141541 0.0076156623430624444 -0.011069182991283892 -0.010889930204429358 0.0015136280191558773 -0.003009771139806338 0.0049813190136404617 -0.0007269562484036315 -0.0028671307557443983
leaf_weight=12.416731082834305 124.61959930323064 10.265868129674347 8.8965651243925077 11.149541660211982 9.409713823348282 13.487200831994413 22.046500116586685 7.340095934458077 7.6420451672747758 8.0141225042752904 4.2843767241574886 10.53614065423608 7.5806422429159284 6.1228961725719273 12.01947593688965 14.575008564628666 16.103857598267499 1476.7369319922291 46.318190407007933 14.075702065601947 749.20622252393514 21.029742315411568 42.987540320958942 187.05661724507809 1186.8536653518677 100.64989381376654 12.214317703619598 6.6409313445910803 62.274850356858224 6881.6460943906568 1361.805823222734 8.7659294689074141 187.30744105484337 14.555570675060151 45.05538206640631 20.191378900781274 6.1164613822475058 44.679971672128886 8.5223134420812112 8.9571763281710464 4.0870457086712122 4.0710332421585909 6.9383391020819527 8.5383401075378025 9.7067293394356948 3.9218911901116362 4.2923815832473329 19.327439299784601 7.1541269198060027 6.2843383899889895 5.3008322864770907 6.7848835792392475 7.6785363703966132 5.2530301534570736 48.016470926813781 6.454391379375009 2.110502116382122 27.46807859884575 13.936955566983668 4.3972513368353248 8.4170213462784833 6.8140760753303748 3.8249176065437487 5.8675948865711689 2.8134198319166899 3.7940650982782236 7.5267992233857504
leaf_count=116 2712 117 79 106 205 114 147 126 144 57 61 182 132 135 205 161 368 27120 621 223 13902 577 703 3642 22464 2195 192 98 2528 88635 21000 133 4361 256 984 210 271 708 107 70 74 116 152 93 124 70 128 178 97 156 71 134 156 63 1113 136 62 520 319 76 165 187 82 100 77 93 76
internal_value=0 0.00441565 0.00726273 0.00896268 0.00210688 0.013645 5.32786e-05 3.07694e-05 -0.00437278 -0.0060352 0.00249082 7.79281e-05 -0.00471017 0.00360525 0.000120212 0.00037843 -0.000710001 -0.000115815 -0.000395585 -0.00288291 -0.000656648 -0.000667709 0.00293649 -0.00357213 0.000336583 -0.0045975 0.00637212 -0.00736422 0.000409047 0.000781101 -0.000603844 0.010606 -0.0059486 0.00309202 -0.00713317 0.00741651 0.00819185 0.010403 0.0172454 -0.00603979 0.00914997 0.0147734 0.00617091 -0.00834907 0.00971575 -0.00941744 -0.0118465 0.0205164 0.01575 0.00173068 -0.00523991 -0.0103169 -0.0121082 0.00127777 -0.0139875 -0.00177833 -0.005112 -0.0136579 -0.0154692 0.000715632 -0.00473371 -0.00652281 -0.00813507 0.00300053 -0.000412417 -0.0106447 -0.0110989
internal_weight=0 134.629 107.879 98.9822 45.2285 53.7537 12906.3 12884.3 128.161 113.882 24.1684 12756.1 103.352 38.0856 12652.8 9654.6 2998.15 2361.46 2292.45 636.688 2225.94 375.693 167.607 208.086 9624.11 131.525 24.2338 107.291 9492.58 6943.92 2548.66 30.4951 260.994 28.6313 232.363 66.5096 69.0108 60.7838 40.2665 26.7498 25.1486 14.6072 14.2784 89.7139 20.8563 65.2664 52.4327 31.7442 21.7291 14.8227 24.3722 74.8913 63.7091 12.8337 56.0306 10.5414 8.22696 48.5108 41.405 11.1821 16.5263 12.937 12.2419 11.1684 7.1058 13.2038 17.7927
internal_count=200785 1556 1293 1214 699 515 199229 199082 2515 2237 452 196567 2139 830 194428 137708 56720 43262 41853 13458 41022 7634 3415 4219 137317 2690 397 2293 134627 91163 43464 391 5824 479 5345 831 1409 1076 401 263 508 298 278 1785 230 1309 1114 294 258 249 469 1536 1326 195 1170 210 333 1044 839 210 308 322 247 171 205 298 193
is_linear=0
shrinkage=0.0227381


Tree=515
num_leaves=83
num_cat=0
split_feature=158 175 137 187 48 141 151 149 207 217 120 231 133 218 181 72 161 225 151 135 204 55 16 231 56 167 177 41 170 212 165 216 149 8 228 226 40 18 217 219 216 151 41 31 143 151 141 66 16 155 133 18 117 187 181 124 228 204 40 211 155 232 208 231 41 225 143 187 226 51 136 59 207 230 231 135 180 141 207 223 225 232
split_gain=7.48703 5.56723 5.56115 7.01549 7.44282 6.33516 7.02064 6.44939 6.23342 8.59876 7.81303 7.97534 8.84728 7.98496 7.43889 6.36768 9.16 10.1547 13.6256 9.25377 8.77705 9.90416 11.2697 9.04835 8.39046 8.2447 8.32224 7.50034 7.59676 8.99179 7.41358 7.07434 6.93354 7.35928 6.39817 11.1979 6.85753 6.3522 8.08867 6.50853 7.55916 6.21503 11.5909 8.43216 7.8962 6.94073 6.47807 6.46451 6.202 6.04843 5.9773 6.50837 5.85951 5.85916 5.77196 5.73665 11.8866 9.49582 5.12846 4.61381 4.48012 3.99909 3.93055 5.50878 4.55388 3.67127 3.55589 3.53524 3.31071 3.23102 3.01595 2.95348 2.88083 2.86543 2.85567 2.17021 1.47699 1.13703 0.927446 0.622822 0.457354 0.356795
threshold=2874.9375000000005 11.500000000000002 1.5000000000000002 8.881265664160404 0.15555000000000005 0.053711818038298255 1164.5000000000002 -188.68333333333331 0.0019260621629655363 -0.038223871961235993 8.5894438209711677 0.011393664404749872 0.18803030333782025 0.013132249005138876 62010.562500000007 0.99085000000000012 0.043696734876801334 0.013274601660668852 105.50000000000001 0.21336586588750089 -0.038636365905404084 0.019650000000000004 -1064.4999999999998 -0.011593626812100409 0.025750000000000006 0.79285714285714304 0.53452380952380962 0.68248735454762055 42.67948717948719 -0.0060783640947192899 0.67543859649122817 0.036053275689482696 -1978.7999999999997 451660.50000000006 -0.0083242729306220991 0.027756867930293087 0.72278124016169398 -184.49999999999997 0.0068330883514136085 0.026513434946537021 0.010950212832540275 -133.49999999999997 0.81337003841009448 12.500000000000002 -2892.4999999999995 734.50000000000011 0.034718076579764515 0.14735000000000001 -2636.4999999999995 148201.53750000001 0.077145854350974152 -2296.4999999999995 1.0000000180025095e-35 5.4006578947368427 241328.64705882355 54.717316906228618 0.006469069980084897 -0.017159694805741307 0.42687456197714968 0.0041913394816219815 656091.64285714296 0.0011823055101558568 -0.042794695124030106 0.019251992926001552 0.20034832867504274 -0.0090411175042390806 -2679.4999999999995 3.558195981034094 -0.0034700325923040505 0.013950000000000002 0.7809863271727665 0.74845000000000017 0.032323230057954795 -0.00078987871529534448 0.0059655054938048133 0.17113725857533571 6915.8812500000013 0.43939545212508474 -0.020493036136031147 -0.0085968808270990831 0.0017877360805869105 -0.016587305814027783
decision_type=10 10 2 10 8 2 10 8 2 2 2 2 10 2 10 8 8 2 8 8 2 8 2 2 8 10 8 10 10 2 10 2 10 10 2 2 8 2 2 2 2 8 8 2 8 10 2 10 2 8 10 2 10 10 8 2 2 2 10 2 10 2 2 2 8 2 8 10 2 10 10 8 2 2 2 8 8 2 2 2 2 2
left_child=1 2 8 4 5 80 7 69 15 10 11 12 13 -10 -14 16 17 25 24 -20 30 22 -22 -23 -19 26 -1 34 32 75 31 -18 33 -29 35 36 -17 41 39 40 -39 42 43 -11 46 -46 -43 -44 -34 -32 51 72 60 -27 -31 57 -57 -36 -40 76 66 -8 -52 64 -64 -60 78 -37 -63 -7 -2 -9 77 -54 -53 -30 -13 -6 -5 -12 -4 -68
right_child=70 -3 3 52 50 6 61 71 9 37 79 59 14 -15 -16 27 20 18 19 -21 21 23 -24 -25 -26 53 -28 28 29 54 49 -33 48 -35 55 67 -38 38 58 -41 -42 44 47 -45 45 -47 -48 -49 -50 -51 62 74 73 -55 -56 56 -58 -59 65 -61 -62 68 63 -65 -66 -67 81 -69 -70 -71 -72 -73 -74 -75 -76 -77 -78 -79 -80 -81 -82 -83
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leaf_weight=134.7489642680157 14.859649553894995 21.341084770858288 6.56434253673069 2.0590225497726351 11.737200181931259 5.0398666148539624 12.529988746624442 4.5922662243247041 83.291412467136979 277.23599251359701 5.0564327742904425 4.5786376884207192 10.685036545619367 17.952450525015593 34.568512763828039 963.16234017070383 455.85251919925213 10.672456483356653 19.780329895205796 22.473670599982142 740.18175107240677 120.0294942855835 577.32854530215263 672.34634134173393 44.314049074426293 11.381065775640311 311.25417864788324 9.5224408982321638 3.4045921145006988 14.001046918332579 58.544929027557373 37.482775077223778 62.751773058902472 7.2203558208420864 899.27036912739277 6.7601627437397829 25.863925387151539 30.241696642711759 18.742420842405409 6.4463649559766045 14.126554874703286 6.049470840021967 137.99346994701773 189.79055409692228 1810.8210179982707 2052.2941763987765 57.309088097885251 7.4586747428402296 172.05793004948646 61.00486347079277 7.7398037193343034 9.5472600185312313 3.5192528646439314 19.124481406994164 4.9464909844100466 315.2953827586025 139.57515361905098 2003.0866626664065 6.5377500639297095 8.7334444490261358 2.7967769019305697 5.0440153907984495 12.459908750373868 3.7190397623926392 46.577261259313673 20.818020965903997 2.5346531150862566 30.817540970630944 5.1335540520958585 8.1497123597655428 18.979745876044035 10.959899430163205 4.3019523085094979 3.3979069201741359 5.2310609733685842 9.8362810248509049 12.765917253214864 3.8738972814753643 2.6587114438880235 7.4958143774420005 4.9164821584708989 34.659706910373643
leaf_count=2187 77 143 130 51 267 147 277 77 1426 6155 75 68 129 317 435 11362 6321 157 248 580 10719 1523 6619 8946 810 122 6933 166 37 344 681 522 2140 176 9028 71 748 419 149 82 177 127 3375 4583 33342 37336 1533 207 4139 671 129 176 100 257 162 4650 1922 21721 103 100 67 95 113 75 1190 410 74 360 116 257 104 205 110 120 90 311 212 91 119 156 91 1007
internal_value=0 8.84549e-05 6.58636e-05 -0.00345143 -0.00101119 0.00478934 0.000480056 0.0070798 0.000128597 0.000773169 0.00546807 0.00680824 0.00880331 0.00439229 0.0163947 -0.000262002 0.000502287 0.00309064 0.00947595 0.0179713 -5.1147e-05 0.000646052 -0.000562817 0.00264055 0.00140024 0.00164272 0.000749997 -0.000801721 -0.00432938 0.00509822 -0.00242703 -0.00113956 -0.00566438 0.0062498 -0.000565366 0.000999665 0.00149849 0.000575906 0.00609274 0.0116437 0.0144503 0.000446815 0.00256041 0.00428929 0.000112246 0.000250711 -0.00735132 -0.0029203 -0.0067047 -0.00730692 -0.00458119 0.00271492 -0.0101189 0.0116595 0.0130195 -0.00104527 -0.0033959 -0.000667923 -0.000894567 -0.00380304 -0.0128635 -0.00752345 -0.00807651 -0.00985892 -0.0116599 -0.0064235 -0.0146693 -0.00996336 0.00240842 -0.00367425 0.00965473 0.0142613 -0.00508373 0.00491798 0.0112281 -0.00689992 -0.00924136 -0.00878835 0.00156908 -0.00823418 0.0156251 -0.016637
internal_weight=0 13026.2 13004.8 219.744 168.118 62.9301 51.4493 28.7417 12785.1 4820.99 185.128 172.575 146.497 101.244 45.2535 7964.09 3296.52 573.749 97.2405 42.254 2722.77 2109.89 1317.51 792.376 54.9865 476.509 446.003 4667.57 283.741 32.1884 612.885 493.335 251.552 16.7428 4383.83 1026.6 989.026 4635.87 96.9128 50.8146 44.3683 4538.95 612.479 467.027 3926.47 3863.12 63.3586 145.452 234.81 119.55 105.187 34.6914 51.626 30.5055 18.9475 3357.23 454.871 2902.36 46.0982 26.078 44.7089 22.7076 70.496 62.7562 59.0372 27.3558 41.9121 37.5777 10.1776 13.1896 33.8394 15.5522 19.913 6.91716 14.7783 13.2409 17.3446 15.6111 4.71773 12.5522 11.4808 37.1944
internal_count=201047 200866 200723 5174 3636 1395 1174 686 195549 90916 2918 2687 2307 1743 564 104633 47296 11294 1795 828 36002 27807 17338 10469 967 9499 9120 57337 7475 854 8195 6843 6621 342 49862 12541 12110 87998 1340 678 596 86658 14320 10738 72338 70678 1660 3582 6279 1352 2241 734 1538 379 506 37321 6572 30749 662 380 1318 488 1507 1378 1303 513 1251 431 211 404 181 282 468 220 266 348 280 358 170 231 221 1081
is_linear=0
shrinkage=0.0227381


Tree=516
num_leaves=112
num_cat=0
split_feature=12 64 227 217 232 150 178 224 157 192 216 155 29 130 142 152 145 215 182 220 233 203 182 203 40 73 185 171 86 5 225 157 40 181 216 131 157 215 218 180 211 220 134 196 188 210 153 145 157 131 154 215 150 86 31 188 222 81 16 180 150 215 93 197 16 216 214 209 125 82 52 223 219 152 152 56 150 232 182 142 13 122 211 202 10 232 216 226 195 219 48 153 65 26 212 195 79 59 60 220 214 58 39 157 153 43 122 217 224 187 226
split_gain=7.01539 9.72121 10.3155 9.20011 7.92879 9.17181 9.1043 8.21799 7.77794 6.82611 7.50479 6.6315 8.55136 9.27227 13.3578 12.9324 10.5897 10.3278 9.96733 9.68664 11.1348 8.79923 8.35051 8.16951 8.08454 11.5604 13.6718 11.0436 8.41154 13.3448 8.56244 8.557 11.6398 11.4312 8.91046 8.3577 8.25379 7.67716 9.62209 7.58043 7.48642 7.23443 7.14312 7.07064 7.05535 10.1858 6.99653 11.0872 9.64874 8.0199 7.02366 12.2304 9.20837 7.83954 8.10655 10.8014 6.91279 6.84617 7.25596 6.78064 6.56682 12.5045 9.06993 9.33409 9.2383 8.26739 8.73523 7.91734 7.65949 8.08237 7.54438 7.45468 7.42791 6.90147 9.58259 11.137 13.1104 8.30674 7.3981 8.08131 7.09101 6.83597 6.68257 6.49788 7.66727 9.00023 9.30111 7.95242 7.89627 11.5211 9.92555 6.426 7.27742 6.38878 8.11114 7.32773 6.85526 6.36314 7.6335 6.46338 6.32654 6.30584 6.27046 6.21223 7.20226 6.10441 6.08081 6.07302 6.40985 5.96697 5.94279
threshold=1.5000000000000002 1.0000000180025095e-35 -0.0063231978565454474 0.022146102972328666 0.0077381469309329995 1516.5000000000002 0.11882352941176472 -0.016217716969549652 21208.275000000005 0.015686515748031499 -0.024806642904877659 84881.291896551731 2.5000000000000004 0.61472208744148682 -1241.4625668449196 218599.45593750002 537.93751264428749 0.030907496809959415 -1325.5499999999997 -0.019756249152123925 -0.0044136836659163228 0.11804629862308504 -1514.0624999999998 0.094326660037040724 0.6993203268513023 0.76185000000000003 4563.5914082278496 70.500000000000014 0.029550000000000003 202653.00000000003 -0.00070680488715879608 40796.212500000009 0.69473935706137757 267551.43750000006 -0.0080545879900455458 0.60238727943503745 384485.64750000008 -0.026482380926609036 0.024161588400602344 19480.849821428576 -0.031734336167573922 0.016896562650799755 0.1782428878913169 0.23872898870495635 0.68337520938023466 0.0082901418209075945 1890022.5000000002 947.18724770953315 2564262.0000000005 0.22730202675138758 5025036.2850000011 0.0085012847557663935 -49.499999999999993 0.11525000000000001 11.500000000000002 0.43492377188029369 -0.018810039386153218 0.093550000000000008 -3603.4999999999995 3105.7875000000008 -119.49999999999999 0.010069040115922691 -423.49999999999994 1.0338602773744328 -1314.4999999999998 -0.001044467440806329 0.030575419776141647 -0.030377778224647042 0.46406570841889122 0.010650000000000001 0.053050000000000007 0.024375691078603271 0.010866582393646242 155808.75000000003 195142.54500000001 0.074050000000000019 -2075.4999999999995 -0.010118429083377121 -318.0227272727272 -829.95454545454538 4.5000000000000009 0.072960837130096254 -0.0017088243039324877 0.16364260762929919 6.5000000000000009 -0.0027228688122704621 -0.040130602195858948 0.010823192540556194 13.366095146099978 0.043080382049083717 0.21950000000000003 189000.90000000002 0.084650000000000017 1.5000000000000002 0.0020242215832695369 24.005494505494507 0.0066500000000000005 0.76155000000000006 0.024150000000000001 0.010930720716714861 0.018719431012868885 0.97445000000000015 0.23932844909765527 407248.76250000007 224997.75000000003 0.13975000000000001 0.048234772323980817 -0.021024237386882302 0.012181432452052833 8.881265664160404 0.018218376673758033
decision_type=2 8 2 2 2 10 8 2 8 8 2 10 2 10 8 10 8 2 10 2 2 2 10 2 10 8 10 8 8 2 2 10 8 8 2 10 10 2 2 8 2 2 10 8 8 2 8 10 10 10 10 2 10 8 2 8 2 10 2 8 10 2 10 8 2 2 2 2 2 10 10 2 2 8 8 10 10 2 10 8 2 10 2 2 2 2 2 2 8 2 10 8 10 2 2 8 10 10 10 2 2 8 10 8 10 8 10 2 2 10 2
left_child=1 2 -1 60 5 6 -5 -6 -8 101 -11 12 24 15 -15 17 -16 18 23 -17 42 56 -22 -14 28 27 44 41 29 37 -31 32 33 -30 -34 59 -37 39 -39 -3 -32 43 -21 -26 45 -27 48 50 83 -50 51 -48 102 100 109 -56 -19 58 -18 -33 61 72 63 70 67 66 -66 -64 103 71 -63 -70 73 77 75 76 -75 82 80 -80 -76 -69 -2 84 85 87 -87 -13 90 -90 -86 -67 -93 94 -74 -95 -97 99 -99 -79 -52 -10 -53 104 -65 -29 -54 108 -62 -55 -109
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leaf_weight=20.574325233697891 21.93228677008301 42.019799201749265 49.324984458042309 249.47958469763398 62.065219402313232 14.269091486930845 31.807708509266376 133.99217283725739 7.7910034540109327 11.768213398754595 32.715421217028052 337.62225824594498 103.28986562788486 25.169818922877312 7.1459756614640346 21.531219482421875 3.8943783422000697 11.221138738095759 669.29601530800574 45.920211045071483 17.072580977343023 11.825330197811125 93.487775757908821 26.150367617607117 6.4122105315327644 65.154699217528105 12.550219818949698 22.870830029249195 1991.8807888017036 38.63807790260762 5.8061583978123954 32.933133565820754 10.847862243652346 452.29931979905814 20.485490920953453 37.056180409155786 8.0436962293460947 297.92948347120546 46.172487335279584 8.6728059696033579 32.167478202842176 4.2881114035844794 6.6368636405095449 32.036050577182323 190.69658309593797 36.985980451107025 152.58630958199501 101.74189889431 35.746252866461873 29.282485155388713 125.77747349068522 41.116281438618898 11.028106101322921 57.683086563833058 17.387294762767851 112.11129905842245 67.957889400422573 4.1546910363249472 25.467021553777162 1404.1120116040111 78.846748474985361 73.370755243115127 15.251661852002142 14.10759838530794 87.436314150691032 29.221303076483309 11.906065389513968 85.850993088446558 324.2839520922862 17.986797252204269 24.23585902992636 19.52815078664571 9.5425814799964446 20.130361739546061 478.02383792633191 26.050197182223201 47.321379600092769 272.46634100843221 20.246353756636381 73.964419391006231 47.334749852772802 27.227435522712767 36.190772785805166 243.88469104468822 669.32264762697741 13.80537974834442 500.77140779141337 91.992328107357025 683.4593968167901 16.819294810295105 37.018415060359985 73.823433745652437 10.282582054845987 344.36619038227946 8.7357966927811486 36.106217456050217 24.721713657490909 30.729076198302209 30.071325089782476 88.711441658437252 29.343064516782761 79.989525174722075 26.090030364692211 27.360626170877367 16.046137138269842 6.6531051606871179 15.422596644144503 381.8719886392355 17.963044639676809 43.323356196284294 31.697610065340996
leaf_count=365 364 596 800 3968 759 137 603 2186 92 137 431 5197 1491 1054 292 325 137 121 7015 529 282 85 1159 213 282 1900 271 861 31414 600 91 373 277 8885 553 1581 334 4263 663 136 485 196 150 1245 8220 964 2482 1992 230 341 2316 612 194 874 285 2137 720 121 572 20606 816 1309 191 368 1069 330 163 1287 4714 321 541 313 173 361 7656 550 683 4316 390 769 535 378 580 1974 8363 190 7781 1505 7625 194 552 801 114 5223 144 494 352 587 554 1424 507 968 485 491 430 217 195 4551 192 846 364
internal_value=0 -0.0002248 0.0077441 0.000953249 -0.0015428 -0.00325803 -0.00396198 0.00217964 0.000214868 0.00272743 0.00917396 -0.000291505 -0.000748777 0.00101598 0.0087787 0.000474399 0.0157387 -0.000677389 -0.00152355 0.00580757 0.00770377 0.00623965 0.003121 0.00407238 -0.00116847 -0.00432601 -0.00623204 0.00353533 -0.000891379 0.00195547 0.0101163 -0.00123398 -0.000412824 -0.00060968 0.0117676 -0.0025952 0.00628652 0.000189919 -0.00108671 0.00775662 0.0167061 0.0101386 0.0155498 0.0132177 -0.00733403 -0.00225361 0.000509746 -0.00144486 0.00105179 0.00917344 -0.00257697 -0.00550746 0.000944839 -0.000626364 0.00201287 0.0056223 0.00897581 0.0202622 0.0233743 -0.00290968 0.00147788 0.00196115 0.004166 0.00604263 0.00124255 0.00408923 0.00859291 -0.0034355 0.00749004 0.00868885 -0.000278297 0.00947053 0.000775237 0.00169106 0.00309679 0.00957392 0.0139965 -0.00041455 0.00200161 0.00758482 0.000894365 -0.00560785 0.00705924 0.000818613 0.00118724 -0.000396336 0.00162098 -0.00279701 0.00224616 0.00394209 0.00053759 -0.000186229 -0.00339659 -0.00178745 0.00903361 -0.00245318 0.00439453 -0.00156441 0.00480372 -0.00272321 -0.00444797 -0.00106637 -0.00358786 -0.000200384 0.00613886 -0.0061537 0.0105165 -0.000858933 -0.00573201 -0.00269271 0.000375277
internal_weight=0 9410.17 69.8993 3608.82 623.878 427.821 413.551 196.057 164.072 132.264 44.4836 9340.27 5946.93 1140.22 65.8319 1074.39 40.6621 889.741 798.736 184.649 163.117 91.0044 110.56 129.44 4806.71 377.648 305.387 72.2603 4429.06 471.406 76.6117 3957.66 2475.51 2444.18 31.3334 1482.15 45.0999 394.795 344.102 50.6926 37.9736 42.7364 52.5571 38.4483 292.837 102.141 3393.34 733.611 2659.72 65.0287 631.869 246.243 93.657 385.626 230.505 129.499 79.179 33.5161 29.3614 1437.05 2984.94 2474.56 857.92 516.92 341 212.67 99.3424 128.33 419.313 361.799 97.6066 343.812 1616.65 1193.17 713.071 93.5019 67.4517 480.101 619.569 94.2108 525.359 113.078 58.1231 2594.7 2350.81 944.191 514.577 429.615 1406.62 700.279 706.341 113.327 84.106 423.472 18.2784 405.194 60.8279 421.978 60.8004 361.178 155.121 87.7805 67.2063 57.5144 30.1537 29.5239 26.4507 510.379 96.8098 101.006 413.57
internal_count=200500 147321 1165 53179 9281 6336 6199 2945 2231 1628 568 146156 99279 14266 2176 12090 1122 9645 8719 2445 2120 926 1441 1704 85013 14156 11355 2801 70857 6834 1176 64023 41129 40299 830 22894 1915 5658 4926 732 576 1723 679 1527 11084 2864 46877 12925 33952 571 10933 3968 1486 6965 4142 2422 841 830 709 20979 43898 37975 12820 8487 4333 2477 1232 1856 6637 5348 1850 5027 25155 18769 10944 1594 1044 7825 9350 1159 8191 1665 944 33381 31407 14673 7971 6702 16734 7819 8915 1245 915 6386 317 6069 846 6881 1141 5740 2823 1060 1097 1289 798 1078 389 5923 1008 1720 4915
is_linear=0
shrinkage=0.0227381


Tree=517
num_leaves=112
num_cat=0
split_feature=128 22 132 224 67 217 217 205 7 180 181 179 38 221 233 93 217 151 205 152 133 143 224 16 133 86 151 170 150 150 79 131 137 38 153 38 220 179 223 143 188 126 208 206 7 86 210 181 190 14 189 215 206 14 221 54 145 215 124 128 209 225 5 191 128 170 184 143 224 157 126 132 15 130 221 38 213 223 181 181 78 55 30 209 67 43 123 203 136 18 229 17 231 56 198 220 7 188 209 145 220 224 31 18 177 223 217 231 181 180 220
split_gain=6.43496 8.9045 10.0659 10.4832 9.79294 8.35213 7.35185 7.2987 7.25657 6.93934 8.02119 8.34405 7.64899 8.12802 7.90094 7.526 7.49566 8.03896 9.46564 8.84187 10.4054 8.59069 8.3499 8.18134 7.97038 12.4504 8.32699 7.8077 7.66238 7.63756 7.45866 7.42164 8.2739 7.51391 9.88004 7.36173 10.9928 10.0247 13.2526 8.96245 7.93307 9.66472 8.52826 7.81279 8.94981 10.5137 10.0711 7.55896 7.29669 9.21178 9.86145 8.46831 11.0839 7.25025 10.3966 8.195 7.38598 7.20754 6.99007 7.13608 6.92314 6.81068 6.77931 6.6759 8.13327 7.44128 7.24672 6.90394 6.64774 8.13808 6.5819 6.53658 13.4799 9.95666 9.02364 7.7864 7.59904 8.33511 7.09348 7.773 7.64222 6.62658 6.71273 6.51336 10.8347 11.3162 10.1693 9.61631 10.0385 9.73523 8.74031 10.4615 12.6917 8.92632 9.01903 8.6865 8.2619 9.18188 8.05975 7.78039 7.70087 6.79027 6.7228 8.73544 10.9971 6.89962 6.47965 6.83596 7.44913 9.36928 8.74521
threshold=30003.000000000004 1.0000000180025095e-35 0.016018687240950808 -0.01363298576325178 0.058950000000000009 -0.053088825196027749 0.0099950036965310591 0.06380143761634828 48431.250000000007 13751.865000000002 73062.281250000015 0.67487559265921526 7.5000000000000009 0.039184819906950004 -0.0063317448366433373 -2588.4999999999995 0.010714069940149786 -253.49999999999997 0.049905302003026016 135001.12500000003 0.048395559423736946 -917.49999999999989 -0.015219999011605976 -1708.4999999999998 0.086174971803523931 0.095450000000000021 105.50000000000001 43.628289473684212 -2158.4999999999995 -2098.4999999999995 0.07715000000000001 0.5342737487870427 1.0000000180025095e-35 27.500000000000004 2925018.0000000005 34.500000000000007 0.0091969622299075144 0.96498995968556234 0.0054345105309039363 -724.49999999999989 0.84010309278350526 0.05191036578477435 -0.010251472238451241 -0.059898329898715012 21305.250000000004 0.034550000000000004 0.00086631480371579539 618103.8920454547 20.500000000000004 0.029709000000000003 0.036429993364299938 -0.024014243856072422 -0.034826569259166711 0.0090204999999999522 0.0082100392319262045 0.0057500000000000008 262.33879402863448 0.0062633468769490728 37.676933607118421 60015.000000000007 0.018026797100901607 -0.030080934055149552 90009.000000000015 41.500000000000007 44107.312500000007 29.033333333333335 460175.73750000005 -1709.4999999999998 -0.01821272540837526 1044278.0550000001 0.052750662320822282 0.13321072363187411 -17209.499999999996 0.60831349055361061 -0.0029279852751642461 3.5000000000000004 0.01665546000003815 0.0075850412249565133 142152.75000000003 171334.01250000004 0.65625000000000011 1.0000000180025095e-35 2.5000000000000004 -0.016014815308153626 0.070250000000000021 0.057750000000000003 0.79113643034721959 0.032545037567615516 0.79154262890192617 -3425.4999999999995 -0.0027393476339057084 -5649.4999999999991 0.0023991761263459925 0.089800000000000019 0.089743995151570347 -0.0054326932877302161 27294.750000000004 0.9233705226071639 -0.02027113456279039 681.3620074886029 -0.00097072479547932733 0.022629860788583759 8.5000000000000018 -1274.4999999999998 0.42206477732793529 0.030616566538810733 0.024536968208849434 0.016044948250055317 131444.25000000003 8524.7250000000004 0.019351518712937835
decision_type=10 2 10 2 8 2 2 2 10 8 10 8 2 2 2 10 2 10 2 10 8 10 2 2 10 10 8 8 8 8 10 10 2 2 8 2 2 8 2 8 8 2 2 2 8 8 2 10 8 2 10 2 2 2 2 10 8 2 2 10 2 2 2 8 10 8 8 8 2 10 2 10 2 10 2 2 2 2 8 8 8 10 2 2 8 8 10 2 10 2 2 2 2 8 8 2 10 10 2 10 2 2 2 2 10 2 2 2 10 10 2
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internal_value=0 0.00199851 0.00257304 0.00715566 0.0107147 0.012791 6.17758e-05 0.00151802 0.00417924 0.00665927 0.00815468 -0.00146738 3.19092e-05 -0.00289269 0.00390544 -0.00423002 0.006788 0.000128925 -0.00513386 -0.000308821 -0.00178135 0.00117861 0.00519301 0.00488214 0.00864163 0.0116882 0.0155239 0.00915665 0.0102298 0.0136632 0.00342638 -0.00176194 -0.00480653 0.000189626 -0.00129983 0.00388399 -0.00196122 -0.00641804 -0.00116528 -0.00637948 -0.000835006 0.0164969 0.000379887 0.00218935 0.00409131 0.00119875 -0.000633861 -0.00160127 0.000204876 0.00148735 -0.00145957 0.00240577 -0.00011692 -0.000402336 0.001656 0.00737347 0.00544493 0.00700061 -0.000398402 0.019201 -0.0059474 -0.0104759 -0.00139801 -0.0048453 0.00123463 0.0100466 0.0107133 -0.00614361 -0.0102045 -0.0010488 -0.00592709 -0.00744022 3.57948e-05 0.0029285 -0.00429308 0.00324764 0.00750711 0.0110578 0.00538312 -0.00563203 0.00940733 0.00574765 -0.00319882 -0.00871001 -0.010797 0.00147203 -0.0134646 -0.00675574 -0.00722727 0.00115267 -0.015287 -0.00998199 0.0149977 -0.00596304 0.0146 0.0103877 -0.0091295 -0.0044194 -0.00614268 0.0104861 -0.00526266 -0.0134241 0.0188361 -0.0111756 0.0222834 -0.00925959 0.00737747 -0.00460298 0.000681257 -0.00337446 -0.00663453
internal_weight=0 917.579 869.625 153.434 108.428 98.0725 12129 716.19 287.016 198.356 181.287 88.6602 12103.7 380.658 59.8587 320.799 20.0763 11723 300.723 429.174 338.734 201.637 121.713 90.44 66.9165 56.7591 44.5153 90.0621 153.993 96.5819 57.4111 45.0065 134.261 11588.8 1306.97 143.142 1163.83 167.149 996.678 119.721 77.9744 70.9193 10281.8 898.019 534.245 290.218 363.774 342.829 9383.79 1876.02 444.545 1431.48 7507.76 6472.44 1035.32 244.028 134.788 123.075 876.957 58.992 137.097 63.0922 74.005 79.924 39.5924 33.4243 25.3135 127.839 66.3382 61.5013 287.049 227.253 59.7963 23.5679 44.0896 58.3608 38.5257 20.9452 29.1431 31.6508 15.7067 28.8049 27.2945 203.685 89.1744 27.1532 53.7625 32.3582 47.954 17.3076 48.4642 40.3316 19.7736 37.1036 23.9034 20.2505 28.9628 26.4344 45.2001 8.57143 23.5235 52.657 14.7381 30.6464 47.5369 30.2995 13.6738 17.5608 11.9273 13.5719 17.0685
internal_count=201028 11231 9845 1709 1200 1075 189797 8136 2083 1504 1331 579 189343 6037 807 5230 238 183306 4992 6053 4999 2894 1794 1054 708 609 479 1198 1102 705 397 509 1946 181360 15921 1674 14247 2049 12198 1492 1003 773 165439 13280 6640 4016 6640 6099 152159 40904 12598 28306 111255 95787 15468 2624 1565 1437 10706 602 2105 953 1152 1100 518 478 454 1869 986 883 4777 4097 680 353 497 378 249 541 368 596 183 471 229 3744 1046 302 826 515 1386 479 755 582 358 421 364 221 336 329 681 310 346 813 247 907 472 201 215 192 171 186 173
is_linear=0
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Tree=519
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split_gain=5.9088 5.65058 8.62642 6.05503 5.90595 8.10955 9.10636 9.45813 8.05929 7.74753 7.10062 7.49775 6.23695 9.07967 7.10995 6.51446 6.10482 6.02782 5.87008 5.84253 9.40679 6.87651 5.62833 5.56118 5.49054 8.60421 7.93473 7.12182 6.95695 5.88889 9.38138 8.10587 9.14431 8.22366 7.62632 7.47056 6.89534 9.61041 9.58058 6.81859 5.67514 7.00985 5.59622 5.3894 5.35634 5.114 6.81212 5.86558 5.08653 5.66519 4.94117 4.85205 4.79963 4.92332 4.71389 4.51332 4.08803 4.03186 4.07449 3.93189 3.9264 3.86708 3.86239 3.73685 3.70528 3.49079 3.43479 4.38534 3.9788 3.29537 3.27727 3.20928 3.17933 3.01547 2.97617 2.87381 2.62663 2.45185 2.3125 2.30421 2.15395 2.10535 1.73309 0.941464 0.755003 0.676344 0.631205 0.384037 0.183926
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internal_weight=0 13035.1 101.477 83.9695 12933.6 1155.88 979.122 304.188 208.282 674.934 181.778 119.349 563.191 288.902 242.913 274.289 111.743 45.9881 28.4535 176.754 91.2408 85.5136 41.5135 95.9067 11777.7 177.756 11600 99.2682 64.4388 11424.8 6230.01 5194.78 273.289 4921.49 4769 163.597 6051.32 4522.25 1529.07 152.488 178.69 150.954 78.4876 54.7549 45.1007 175.198 160.858 24.2115 69.9283 32.9457 109.692 232.776 68.1789 39.2493 35.2925 44.1403 62.4296 136.647 122.119 30.8463 17.4989 55.5161 30.7586 34.8293 84.9758 26.5034 48.6766 38.9411 30.7223 28.9295 21.3125 36.9826 28.5426 34.3473 10.5688 17.5075 24.8345 19.3382 17.8846 56.4332 27.7361 43.5643 19.3057 23.7649 37.8903 15.4468 23.1174 22.3771 13.0704
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is_linear=0
shrinkage=0.0227381


Tree=520
num_leaves=112
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decision_type=8 8 8 2 2 2 2 2 10 2 2 8 2 8 8 10 10 8 10 2 10 2 8 10 8 2 10 2 2 2 8 8 2 10 2 2 2 10 2 2 10 2 2 2 8 2 8 2 10 8 8 10 10 10 10 10 2 2 2 2 10 10 10 2 8 2 10 10 8 2 10 2 8 2 10 8 10 8 10 8 10 2 2 8 2 2 2 8 8 8 10 8 8 10 2 2 10 2 8 2 2 2 10 8 10 2 2 2 2 2 10
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leaf_count=113 143 113 223 112 254 148 101 116 165 331 130 93 97 101 86 107 3123 2949 156 1245 2073 3548 4309 187 471 462 112 527 196 246 1206 72395 15077 1523 22194 1634 32055 4304 120 463 97 214 334 173 296 128 174 3491 194 495 279 1831 133 180 159 88 110 245 103 992 218 266 153 8049 575 189 99 114 275 156 118 177 168 538 66 643 108 543 79 140 291 201 205 160 127 116 211 264 334 87 86 164 151 147 88 121 107 86 673 933 95 93 106 86 110 134 89 90 110 137 106
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internal_weight=0 645.374 81.9348 12388.8 1000.57 136.808 95.3332 43.2953 52.0379 41.4753 22.4535 863.758 563.439 57.6509 11388.3 11364.4 11239.5 9881.8 129.898 1357.72 1065.33 654.398 402.419 410.93 333.328 77.602 292.388 251.979 68.6062 223.782 193.266 9751.9 2242.58 248.934 1993.65 7509.32 1953.59 5555.73 23.0014 505.788 98.7984 406.99 53.3148 124.875 840.757 250.654 52.7811 197.873 51.5599 37.0826 38.4712 113.665 590.102 146.313 49.3148 100.655 23.8859 34.2158 37.1268 585.15 34.7156 18.267 136.342 550.434 94.574 455.86 43.4635 45.4836 18.4599 357.675 211.867 78.9151 132.952 114.568 145.808 138.839 44.6739 94.1653 17.8534 24.2198 96.4099 16.233 26.2991 14.4773 51.6149 28.5654 18.5654 42.7865 48.8082 37.9998 17.0682 17.2555 9.97097 30.5157 19.2988 74.3563 18.0886 56.2677 48.2487 42.384 27.3809 32.3063 43.5236 13.0138 20.8419 16.1663 26.1848 14.8807 25.8196 4.95244 16.4486
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is_linear=0
shrinkage=0.0227381


Tree=521
num_leaves=112
num_cat=0
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split_gain=6.28933 11.7039 8.81432 10.6501 8.74402 13.8005 13.1085 10.5265 11.9342 8.72006 16.0322 11.0503 11.1975 10.7202 8.48695 8.33525 9.42669 11.5542 9.13781 9.66731 12.7798 10.6417 10.2827 11.0706 12.1099 11.6756 8.33608 8.18096 8.09813 9.93476 8.83544 7.98363 7.86554 8.92869 10.0275 9.21562 8.32347 12.0164 10.3342 7.82113 12.2377 9.98362 9.43004 15.0466 15.2847 8.84146 12.1857 7.81246 8.68533 7.79533 7.77833 7.59139 8.79602 8.24611 7.50559 7.48971 7.40439 7.64589 11.2399 7.64245 7.39239 7.3599 8.79444 7.50829 7.35451 7.34018 7.32001 7.26777 8.97094 8.30037 7.21266 8.07926 9.32975 9.0153 7.13834 7.2466 7.07953 6.86862 6.75118 6.69653 7.02736 6.62832 6.56493 6.55506 6.50485 9.91306 7.71955 6.4475 6.74833 6.43 7.17961 6.39444 6.37379 7.36004 13.6777 8.5914 7.73593 11.1519 8.99136 7.06416 11.8334 6.7757 6.63536 6.56572 6.41508 6.35109 6.55223 6.85969 6.31897 6.22451 6.98153
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decision_type=10 10 10 2 8 2 8 2 10 8 10 10 10 8 2 2 10 2 10 2 8 8 2 10 8 2 2 2 2 2 2 10 8 8 2 8 10 2 10 10 2 8 8 10 2 10 10 2 2 2 2 10 10 2 10 10 10 10 10 10 2 10 2 2 10 2 8 8 10 10 10 10 2 2 8 8 2 2 8 2 2 2 2 2 10 10 8 8 8 2 2 10 2 8 8 8 2 8 8 2 8 2 10 10 2 2 10 2 2 2 2
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Tree=524
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split_gain=6.23169 6.40769 6.35639 9.24752 7.77168 6.90115 6.88466 8.1319 6.71917 6.5104 8.87883 10.5184 7.25773 8.38752 13.5998 9.73844 7.70674 7.51999 7.64911 9.44117 7.40631 7.33901 10.3882 8.54482 7.9659 7.31992 7.10509 6.92886 7.05347 6.92173 8.14793 11.9484 6.89523 6.87265 6.4813 7.35106 6.36144 6.36056 7.18312 6.32763 6.23688 6.50059 8.21123 9.00872 9.9418 8.43641 7.72923 11.9663 8.36283 8.25006 8.12677 11.7809 9.41459 7.52429 8.639 6.21298 6.18597 6.81288 6.16373 6.70863 6.00138 6.04126 5.97446 6.84056 8.44188 7.91741 5.91416 5.88965 5.75728 5.74973 5.68064 6.40596 10.9612 8.71122 8.19314 10.3596 7.42504 8.98834 9.10323 9.33009 7.71459 7.14169 6.6637 7.79689 6.09874 6.05867 5.80136 5.62197 5.25631 4.9457 4.92026 4.84549 4.81075 4.79409 4.75251 4.53032 4.49416 4.44835 4.98283 4.44129 4.41983 4.31462 4.29472 4.26752 4.23406 4.78378 4.03872 4.00987 4.00047 3.94623 3.78789
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decision_type=2 2 10 2 2 10 8 10 2 10 8 2 2 2 10 8 2 8 2 10 2 8 10 10 2 2 10 2 8 2 10 10 10 2 2 2 2 10 2 10 2 2 10 2 8 2 2 8 8 2 8 8 10 10 2 10 10 8 10 2 8 10 10 2 2 8 2 8 10 2 8 2 2 8 10 10 8 2 8 2 10 10 10 10 8 2 10 8 2 2 8 10 8 2 2 2 8 10 2 10 2 2 10 2 10 8 10 2 8 10 2
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leaf_count=386 326 119 153 203 192 1329 238 242 164 172 145 181 811 1169 147 257 1891 254 226 109 315 2459 1594 12692 5241 93 185 276 1107 239 442 87 325 1511 207 267 667 140 284 204 136 36624 7200 4706 3311 15431 1996 6092 2856 1488 16248 3847 531 1726 9853 184 113 268 220 4535 2398 11996 311 790 486 1714 570 678 206 108 499 214 886 413 250 346 1922 432 8234 1159 261 122 619 132 461 1206 103 196 78 83 2368 146 188 252 251 222 166 119 370 124 256 713 337 70 1941 272 82 922 504 144 98
internal_value=0 0.00157601 1.47595e-05 -0.00268609 -0.000948307 -0.00912974 -0.00165426 0.00722783 0.0127309 0.000119987 -0.000819905 -0.00546027 -0.000469837 -0.0026312 -0.000585185 -0.0023139 -0.00595532 0.000184636 0.00600575 0.00869102 0.00938817 -0.000141847 0.000915575 -0.000462797 0.00405073 -0.00609386 0.00152825 -0.00337971 -3.51131e-05 0.000441492 0.00375842 0.00833583 0.0156631 0.00162487 0.00328785 0.00671411 0.0104218 -0.00219242 0.00606925 0.0110149 0.000311103 0.0003834 0.000746815 0.000435189 -0.00196974 0.000798806 -0.000785708 0.00115528 -0.000627465 0.00622324 -0.00187733 -0.00642383 -0.00109915 0.00301208 0.00383414 -0.00929483 -0.00276485 -0.00384284 -0.00497024 -0.00626712 -0.00198214 -0.00230681 0.000779792 0.00222063 0.00485053 0.00680277 0.0122901 -0.00523891 0.00615457 0.00133192 0.00156205 0.00186531 0.00529294 0.00756605 0.0112338 0.0135305 0.00115222 0.000306025 -0.000117524 0.000919324 -0.00495127 0.00110831 0.00510942 0.00779206 0.0044152 0.0109266 -0.00110763 0.0189398 -0.00420918 -0.00500937 -0.00330816 -0.000534017 0.0135552 0.0192014 0.00386966 -0.00313151 0.00634116 -0.00852696 -0.000754833 0.00397385 0.00154371 -0.00746986 -0.00475185 0.0117424 -0.0108404 -0.00191593 0.00305985 -0.00953729 -0.00883794 0.0137618 0.0150025
internal_weight=0 1484.14 11545.2 425.03 342.521 82.5093 334.829 31.9485 24.3409 11120.2 2830.91 189.776 2641.13 607.833 388.393 336.645 172.639 2033.3 100.041 83.7137 51.7476 1933.26 1230.53 859.829 370.697 219.44 69.0684 165.49 112.845 8289.25 304.476 113.929 28.6528 164.006 85.4371 64.2288 50.2784 57.8843 22.0596 27.846 7984.77 7890 6021.38 5302.22 691.395 4610.82 1868.62 672.451 503.033 169.418 1196.17 165.697 1030.47 719.157 639.378 120.707 302.88 274.588 251.184 221.231 702.734 691.823 190.547 172.726 127.467 116.173 66.3127 94.7733 28.292 1456.29 1424.88 1367.91 226.062 186.076 114.617 98.5313 1141.85 948.329 922.668 765.442 157.226 71.4591 193.523 133.668 60.7083 97.1133 59.8551 15.6988 52.2466 56.9672 79.7792 23.0949 13.5788 28.4916 29.953 15.018 23.4041 67.7101 26.5449 16.9257 21.5454 35.8247 39.9861 25.6614 110.354 25.5563 27.0632 52.6449 40.0415 13.274 21.4028
internal_count=200832 19370 181462 9098 7360 1738 7168 840 598 172364 50914 4260 46654 8970 5761 4828 3060 37684 1159 933 933 36525 21986 15151 6835 3209 1691 2398 1383 121450 5462 1922 472 1768 1583 1141 874 1506 612 323 115988 114603 81219 60072 8017 52055 33384 12432 8948 3484 20952 4173 16779 21147 17053 2569 6328 5643 5274 4803 14539 14394 3540 3229 2439 2200 679 1385 685 19047 18661 17842 3029 2478 1482 1232 14813 12176 11576 9393 2183 996 2637 1837 874 1338 800 360 697 819 4094 461 328 339 471 428 369 1167 489 207 409 894 551 600 2385 444 218 1015 612 257 530
is_linear=0
shrinkage=0.0227381


Tree=525
num_leaves=112
num_cat=0
split_feature=38 55 123 133 195 180 144 38 213 176 142 58 144 202 43 227 177 130 206 19 232 133 8 144 179 145 186 205 212 222 205 179 144 206 151 155 145 205 156 16 226 212 133 227 222 229 194 207 162 223 227 145 230 144 232 14 182 218 232 206 195 151 121 176 145 203 181 165 195 200 142 134 212 221 130 130 14 227 202 179 149 228 183 198 38 155 57 200 182 232 228 181 5 180 79 142 182 89 221 162 134 203 149 19 218 121 222 213 81 7 174
split_gain=6.62477 8.17727 8.37086 9.90837 9.7964 9.81481 8.85911 7.86491 8.35024 8.70226 8.66657 8.38053 7.53326 9.14622 11.1544 11.3135 14.9616 11.9507 7.81398 10.6173 9.80001 15.1283 9.56123 7.79078 7.63289 8.87688 7.61656 7.51455 8.59966 9.395 7.62581 12.6065 8.6346 8.20509 7.469 7.93156 11.3489 7.34361 8.87871 8.3655 7.326 9.15198 7.32547 7.28186 7.27422 7.20238 9.28751 9.26967 7.06848 6.94547 6.67814 6.6749 6.62084 6.54044 6.51839 6.48975 11.0103 12.8777 11.8188 10.3526 13.5628 9.99432 9.00542 9.44422 8.73489 10.4209 9.48049 9.83175 8.96423 7.96493 7.86487 9.52972 7.82426 11.3614 9.62055 7.82378 9.27089 9.88578 13.877 11.1542 10.2146 9.80959 9.39058 8.94443 8.60813 8.77508 8.57139 8.21497 7.90885 9.81512 9.37383 8.27286 7.63804 7.60253 7.5491 7.27796 7.13116 7.08061 7.04677 7.03929 7.01335 6.90257 6.78762 6.77427 9.66983 9.0065 8.28172 6.55162 6.47903 6.44902 8.56052
threshold=41.500000000000007 0.11295000000000001 0.99999778592260746 0.1420122613705963 28.546411483253593 4418.3453571428572 -476.49999999999994 38.500000000000007 -0.031096233986318108 8.5000000000000018 -723.26136363636351 0.96995000000000009 -180.49999999999997 -0.066019773483276353 0.0087500000000000026 -0.010692089330404995 0.3585714285714286 0.40780813388406045 0.022505110129714016 2.5000000000000004 0.0043104593642055997 0.10197929879923642 455024.25000000006 -494.49999999999994 1.0925027991793719 779.21570968155561 59067.202500000007 -0.0031889505917206402 -0.011641513556241987 0.0053790935780853042 0.032234685495495803 0.81885642828438054 -249.49999999999997 0.046158587560057647 132.50000000000003 3049.8000000000006 952.07517045319344 0.02739808335900307 83675.250000000015 -1296.4999999999998 -0.0072147105820477 0.0036141945747658615 0.1777542986340265 0.0081698945723474043 -0.022443767637014386 0.015676599927246574 0.1329931972789116 -0.071188002824783311 0.89382947111028899 0.0086332578212022799 0.0050443995278328666 820.58988944277564 -0.0034010147210210557 -1683.4999999999998 -0.015205186326056717 0.013083500000000001 -831.60769230769222 -0.0058995147701352826 -0.0013002503546886144 0.032878549769520767 17.42947558770344 1578.5000000000002 0.31943883064656586 9.5000000000000018 952.07517045319344 -0.01491846516728401 286061.35714285722 0.3585714285714286 14.786190476190479 77.500000000000014 -1614.6124999999997 0.3015522971570968 -0.020693986676633355 -0.0095449090003967268 0.49632591190857006 0.31775779105813023 0.031945000000000008 0.011265220586210491 -0.059619640931487076 1.0829177938847943 734.05000000000007 0.016892347484827045 -2896.4999999999995 0.056159168644393596 35.500000000000007 460665.13125000003 0.045450000000000011 8.5000000000000018 -1437.633333333333 0.0012776897056028249 -0.0097316671162843687 58001.267045454551 143174.25000000003 5799.8775000000014 0.11745000000000001 -1020.4807692307692 -893.23026315789468 1.5000000000000002 -0.022311434149742123 0.96485947034761743 0.2334716983349491 -0.045992160215973847 243.15833333333336 13.500000000000002 0.01838179957121611 0.2364453248151466 0.012260015122592451 0.00094270848785527061 0.025950000000000004 44111.250000000007 9.5000000000000018
decision_type=2 10 10 10 10 8 10 2 2 8 8 8 8 2 10 2 10 10 2 10 2 8 10 10 8 8 8 2 2 2 2 10 10 2 8 8 8 2 10 2 2 2 8 2 2 2 10 2 10 2 2 8 2 10 2 2 10 2 2 2 10 10 10 8 10 2 10 10 8 10 10 10 2 2 10 8 2 2 2 10 8 2 8 10 2 10 8 8 8 2 2 10 2 10 10 10 8 10 2 10 8 2 10 8 2 10 2 2 10 10 10
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split_gain=8.19127 7.48996 6.58273 6.31178 6.10166 6.01147 7.51711 5.76955 7.80561 6.06143 8.89194 13.7646 8.80773 11.6263 11.5127 12.7089 7.81719 7.78193 9.639 8.99442 10.0092 8.22308 7.42217 8.70805 8.49373 9.25504 8.55141 8.52697 7.58489 7.30775 7.4082 8.62119 7.20726 6.47952 8.52301 10.5394 9.92962 11.1949 11.1737 9.01262 8.23399 8.0655 8.1199 7.20186 11.0556 6.83812 6.46535 6.35487 6.27479 5.83436 5.75135 6.91231 5.69162 5.6748 5.45707 5.41752 5.22603 5.21709 5.17107 5.08608 5.04048 5.03783 4.59902 4.50985 4.47962 4.20633 4.07845 3.74453 3.71328 3.69996 3.52359 3.27789 3.21447 2.92249 2.68179 2.6005 2.49277 2.48806 3.40056 2.14304 1.84041 1.66376 2.62073 1.3079 0.6619 0.559074 0.198857
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decision_type=8 10 2 10 8 2 2 10 2 10 2 2 2 10 8 8 10 2 2 8 2 2 10 10 2 10 10 2 10 8 2 8 10 10 2 2 10 2 2 10 2 2 2 10 10 10 8 2 2 10 2 10 10 8 10 10 2 8 2 8 10 2 8 10 10 2 10 2 10 10 10 8 2 8 2 2 8 8 10 2 2 2 2 10 10 10 2
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leaf_count=149 28595 124 107 492 64 90 98 701 122 103 118 222 1214 1082 1025 1200 666 192 3651 2365 1848 1828 350 155 2177 363 227 123 437 16071 1996 4147 275 192 14576 1815 22904 3645 30140 952 767 3428 335 3066 174 281 1759 1322 34827 112 87 64 79 187 125 85 195 82 2196 842 135 83 592 112 102 161 87 134 87 154 92 108 163 86 164 162 149 86 93 126 56 76 100 85 626 186 93
internal_value=0 0.000214448 -0.00413175 -0.00721803 -0.00767601 0.0012108 -0.00486926 0.000283006 -0.00539636 0.000323931 0.000948421 0.00301133 0.000494167 0.00369698 0.000992719 0.00530417 0.00932753 0.0023023 0.000398889 0.00481099 0.00331345 0.00188348 -7.15686e-05 -0.00335923 -0.00491395 0.00302261 0.00986288 -0.00674978 -0.00231122 0.00014207 -1.11294e-05 0.00294833 0.013053 7.84647e-05 -0.000174377 0.00102721 -0.00073555 -0.00234992 -2.13562e-05 -0.00466606 0.00148214 0.00185684 -0.00241127 0.0028952 0.00067541 0.00515029 -0.00379709 -0.0046579 -0.000371923 0.00539818 0.0148048 0.0173189 0.000178013 0.0068963 0.00691473 0.0140723 0.00073085 -0.00904358 -0.011139 -0.00630554 -0.0111476 0.00478659 0.0204169 0.00399776 -0.00068724 0.00696012 0.0105046 -0.0106166 -0.00152274 0.0106746 -0.010848 0.00599872 -0.0103202 -0.0071158 0.0114078 -0.000337144 0.0119329 -0.0126108 -0.0032549 -0.00685027 -0.0133666 -0.0134571 -0.0146393 0.00683838 -0.0149828 -0.0157926 -0.00856742
internal_weight=0 12954 193.251 120.578 59.7869 72.6728 35.7853 12760.8 83.2439 12677.5 4911.04 877.519 4033.52 391.409 271.248 142.267 120.16 837.449 481.836 355.612 316.164 399.547 7766.48 330.932 280.758 51.6979 31.0101 229.06 120.417 3642.11 3569.72 381.2 80.7209 7435.54 6516.77 2072.33 4444.44 1357.11 3087.33 147.447 1924.88 918.775 177.559 741.216 379.163 362.053 128.981 146.713 3188.52 19.9801 40.0706 36.1115 40.5278 72.3849 36.8876 39.4478 39.4395 63.2638 108.642 82.2893 46.3818 50.1737 31.7097 13.4051 22.8075 30.8466 51.3443 80.0501 29.082 8.72957 59.2571 25.9545 26.5203 20.6879 21.0918 13.7154 13.2473 66.3985 17.8552 17.8104 42.2595 45.5417 41.1642 4.00672 36.0859 32.929 14.5733
internal_count=200712 199230 1894 1192 1482 702 351 197336 1681 195655 76728 11894 64834 7416 5198 2414 2218 11033 6513 4520 4213 5479 118927 6574 5959 1026 590 4933 2614 57418 57041 6143 1357 112353 103394 32129 71265 26549 44716 2767 29362 8959 2010 6949 3240 3709 2784 1657 50898 383 861 774 387 377 351 307 861 1298 2319 1034 1067 615 710 415 227 353 274 805 368 303 1131 215 253 436 247 254 261 671 179 213 1003 877 801 167 868 812 172
is_linear=0
shrinkage=0.0227381


Tree=529
num_leaves=86
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split_gain=6.62762 6.61244 7.81274 8.95104 5.85582 7.5022 5.49963 5.37977 7.38922 7.12269 5.7885 5.3043 4.89322 7.3639 7.24562 10.4775 9.51444 7.18306 14.8113 8.28877 8.06539 7.99225 10.3563 8.46856 7.55038 8.59611 10.2375 8.94639 7.71549 7.26606 7.18028 7.72558 8.44317 7.17638 8.28416 7.88917 7.02797 7.51218 6.87295 10.7061 6.80796 6.68412 6.4356 6.35217 6.16142 5.36749 5.43888 4.86922 4.77166 4.76545 4.75148 4.61941 4.60574 4.55506 5.61297 5.74902 5.49042 4.49986 4.45461 3.88451 3.8399 3.7648 3.46572 3.42202 3.24941 3.24017 3.11987 3.07517 2.89774 2.84266 2.83147 2.58487 2.49494 2.3273 2.16178 1.99814 1.92227 1.91856 1.88183 1.59733 1.07412 0.572249 0.390482 0.272259 0.167158
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leaf_count=103 87 155 101 675 101 253 130 1011 96 161 178 73 6045 75 102 143 541 3951 736 117 12701 432 2211 2853 773 926 35808 919 66448 41360 102 228 2403 106 69 245 692 110 1332 1454 4549 844 134 1223 735 268 625 83 260 90 137 144 66 84 114 398 85 101 185 182 81 25 102 143 72 76 89 82 829 131 149 143 150 133 73 88 109 78 211 96 86 225 113 1234 174
internal_value=0 2.25316e-05 -0.0049846 -0.00938113 -0.00521422 -0.00827019 0.00160571 7.53567e-05 0.00507189 0.00952724 0.0166633 0.00172186 3.17994e-05 -0.00142537 -0.00105361 -0.00465994 -7.13698e-05 0.000168556 0.0018668 0.0026987 -1.9877e-05 0.00364796 0.00686565 0.00211505 -0.000234153 -0.00115346 -0.00139092 0.00481482 0.000218223 0.000319916 0.00184006 0.00120433 0.000732585 0.000262352 -0.00343384 0.00805023 0.0073534 0.00937329 0.000792386 0.00359195 -0.000881663 -0.00153915 0.00998542 -0.00598767 -0.0036259 -0.00678318 -0.00879204 -0.00230738 0.00631652 0.00797069 -0.0103211 0.00286823 0.002227 -0.00593229 -0.00746358 -7.0419e-05 -0.0112274 -0.00950118 -0.0043176 0.00122869 -0.0066899 -0.0126824 0.00750499 -0.00367766 -0.0136432 0.000967886 0.0131311 -0.00482939 -0.0112718 0.00549698 0.0102365 0.00421167 -0.0145534 -0.0155837 -0.010176 -0.0110754 -0.00909423 -0.015348 -0.00871647 -0.0166812 -0.0168886 -0.0127788 -0.00968352 -0.0177719 -0.0135271
internal_weight=0 12904.5 126.34 73.5993 117.573 82.6667 52.7403 12778.2 101.852 61.9475 27.2633 34.6842 12676.4 1080.66 1049.76 217.822 831.938 11595.7 1150.48 1044.67 10445.2 854.472 266.066 588.406 9372.92 3086.76 2974.99 111.769 6286.16 6192.84 1072.3 970.829 930.174 112.039 79.2383 32.8005 101.466 91.0995 743.799 274.648 469.151 190.201 40.6551 93.3232 153.94 88.1381 77.7137 39.9041 36.2614 25.4834 76.5637 19.7235 34.9068 105.806 95.9366 35.32 60.6166 105.783 23.3959 13.6956 29.476 62.8682 10.4281 22.7702 53.8758 8.07854 16.9012 27.2569 90.6437 9.86953 12.1366 16.5223 54.7896 51.8589 23.5464 30.9024 17.7404 47.8429 14.5022 48.4613 41.3785 18.4712 15.4273 44.2483 23.5242
internal_count=201005 197962 1815 1210 3043 2373 605 196147 1612 952 424 528 194535 11712 11375 2504 8871 182823 12951 11403 169872 9447 2643 6804 160158 50354 48509 1845 109804 107808 9714 8810 8448 1431 1080 351 904 802 7876 2786 5090 1956 362 1996 1579 995 893 660 377 280 2286 299 670 1548 1333 512 821 1073 367 319 462 1967 198 420 911 329 179 325 930 215 250 246 1638 1613 381 337 294 839 354 1480 761 308 195 1330 262
is_linear=0
shrinkage=0.0227381


Tree=530
num_leaves=112
num_cat=0
split_feature=38 190 149 198 192 133 51 121 126 133 176 86 207 15 121 223 177 228 226 185 190 50 133 38 195 190 133 187 26 170 198 151 176 120 218 207 182 230 180 219 154 133 191 161 188 176 177 1 120 181 222 195 224 180 191 120 123 170 181 228 141 185 205 218 51 152 141 187 219 183 60 221 133 207 143 217 121 60 142 6 219 229 126 124 14 193 183 222 119 191 123 59 6 150 226 145 170 190 196 126 198 214 230 200 222 149 226 181 121 141 145
split_gain=5.82629 6.30947 6.70729 8.06212 6.41112 6.28594 7.4308 5.59499 7.86583 7.98436 7.79724 8.51769 7.64102 8.97135 8.94902 8.97464 14.3968 9.512 7.27065 7.14657 6.76481 6.78932 6.54577 6.67932 6.52781 6.34428 9.36881 9.84773 8.95742 8.5791 8.0483 8.37536 7.86108 7.44741 7.36828 14.4544 9.33197 7.8104 8.87067 7.20887 7.54642 8.19869 8.71362 7.30468 7.2456 7.10432 14.3353 12.9576 10.3474 10.2705 10.0286 8.72674 8.59217 11.4104 12.5594 9.99191 9.32666 9.63639 7.06707 9.9615 6.96465 6.92988 6.63914 7.30505 10.7512 8.47489 6.6208 6.56116 6.52624 6.39413 6.19761 6.00254 5.96784 5.86002 9.47703 7.61017 6.00059 7.29893 5.57157 5.52403 5.50918 5.46353 5.39973 8.82126 5.15737 5.11362 5.00317 4.98401 4.9392 4.82803 4.58214 4.5473 4.54506 4.374 4.3729 4.34934 4.21069 4.14887 4.13298 4.05237 4.0209 3.96876 3.95444 3.92032 3.89194 3.7648 3.71807 4.73325 4.35685 4.02093 3.64584
threshold=2.5000000000000004 14.500000000000002 -486.12142857142857 0.16666579218567421 0.75079617834394918 0.031820279096293209 0.035750000000000011 0.083333194444678807 0.37730675074990627 0.36717367835760134 14.500000000000002 0.073350000000000012 -0.039339605718851083 -14139.499999999998 0.049999737655702252 -0.010090210940688847 0.56385869565217395 0.0060713998973369607 0.0063853925094008454 1473.979326923077 5.5000000000000009 0.14730000000000001 0.31074314150390397 32.500000000000007 9.8951296150824835 31.500000000000004 0.24922196111210931 1.6528464017185824 16.500000000000004 6.8452380952380958 0.33055316113378302 2999.5000000000005 17.500000000000004 11.74385501877075 0.038427816703915603 -0.056060010567307465 -1274.1458333333333 -0.0078165601007640344 3984.1436250000002 0.026513434946537021 10813380.930000002 0.18025654800881466 18.500000000000004 0.16666517241887618 0.97515432098765442 4.5000000000000009 0.72474747474747481 1.0000000180025095e-35 1.3127198011829673 253859.25000000003 0.002366842003539205 11.308257918552039 0.0069824806414544591 18986.107500000006 28.500000000000004 3.9062251339848308 0.99999851971384668 25.983870967741939 198664.68750000003 0.0045310144778341064 0.082884503344148208 2411.8450936805334 0.035883525386452682 0.0089035681448876875 0.028950000000000004 500094.79615384626 0.15389662702269649 6.8097205824478566 -1.0000000180025095e-35 -2827.4999999999995 0.099950000000000025 0.0025987997651100163 0.25115961797714298 0.018530869856476787 -2293.4999999999995 0.01370183425024152 0.04444427983606835 0.0079500000000000022 -1665.4722222222219 679470.75000000012 0.031844975426793105 -0.0014934371574781833 0.17737755132703639 55.396303901437378 0.023705000000000004 18.500000000000004 -507.49999999999994 -0.013155225198715923 2.5000000000000004 87.500000000000014 0.83472376477364074 0.65045000000000008 1256474.2500000002 -842.49999999999989 0.0057873842306435117 728.06575314307281 30.804761904761907 64.500000000000014 0.44746411706151901 0.059480264085698488 0.041775084048811272 0.034172296524047859 -0.00011442272079875691 69.500000000000014 -0.016018545255064961 -416.39230769230761 0.0073020267300307759 28086.075000000004 0.14744096017689093 0.49045755680522818 972.50771204243358
decision_type=2 10 8 8 10 10 10 8 2 8 10 8 2 2 10 2 10 2 2 10 8 10 10 2 10 10 8 10 2 8 10 8 10 2 2 2 10 2 8 2 10 10 8 8 10 8 10 2 2 8 2 10 2 10 10 2 10 10 8 2 2 10 2 2 8 10 2 10 2 8 10 2 8 2 10 2 10 10 10 2 2 2 2 2 2 10 10 2 8 10 10 8 2 8 2 8 10 8 10 2 10 2 2 8 2 10 2 10 10 2 10
left_child=1 5 3 -3 86 -1 106 8 10 -10 11 20 13 22 19 16 -16 -17 87 80 21 -2 23 -13 84 33 30 61 29 -29 39 69 66 34 45 -36 71 90 -39 40 41 44 -43 -42 -27 46 48 49 101 -48 -49 -50 53 55 -55 -47 57 -54 60 -60 -31 79 63 65 -65 -41 67 -30 -33 -32 -68 72 -37 76 75 -75 88 -78 -5 99 -14 -21 83 104 -15 -63 92 -12 -22 -89 -38 -76 94 -84 -4 102 -58 -96 -64 -28 -101 -9 -85 -45 -35 -34 107 -7 -108 -109 -71
right_child=7 2 4 78 -6 6 -8 25 9 -11 18 12 14 24 15 17 -18 -19 -20 81 73 -23 -24 -25 -26 26 27 28 32 58 31 68 105 82 35 36 37 38 -40 62 43 42 -44 103 -46 52 47 50 51 -51 -52 -53 56 54 -56 -57 96 -59 59 -61 -62 85 98 64 -66 -67 70 -69 -70 110 -72 -73 -74 74 91 -77 77 -79 -80 -81 -82 -83 93 95 -86 -87 -88 89 -90 -91 -92 -93 -94 -95 97 -97 -98 -99 -100 100 -102 -103 -104 -105 -106 -107 108 109 -110 -111 -112
leaf_value=-0.0081620447332936205 0.01555055889868931 -0.0097364621125162198 -0.016439597218986631 -0.0056371037389627409 0.0044445746380863283 -0.0019300631092817818 -0.0087329161105245984 -0.01357867682661627 -0.010435979309562568 0.0095514076469432781 -0.001680927137867889 0.014735171557622198 -0.0075310322120401077 0.013232864120795598 0.014738453877298083 0.0030315402048713314 0.001151411031095772 -0.0047751625899966335 -0.0027204341538196457 0.016180516519005764 -0.0034808638594558336 -0.0060085262452063337 -0.0027496362524887779 0.0041688189176565006 -0.0064335333360956053 6.7424245915559194e-05 -0.0028295954705133144 0.011421772973112906 -0.0076607200316622963 0.0022220805553349733 0.0060923992359275311 -0.0062273967271587721 -0.0035715751933536218 0.0013975565661280228 -0.0074097631389995686 0.0095454725541002875 0.0077294975825072431 -0.0065461515727269467 0.012909597997792205 0.0043780550193456176 -0.003243734285065501 -0.0043616539210412589 0.0036368690808608007 0.00010206240831019709 -0.0058414320637396322 -0.00040798178326549605 3.771411433973922e-05 0.00082163297408004686 -0.0031319325432018915 -0.006106602782585892 0.0047471735203320937 0.00019983932936163827 0.0054948105760417292 -0.0059047134226371395 0.0070591926071523923 0.0040892532954311294 -0.0075437242062686158 -0.0037562119131552816 0.0034145005123591764 -0.0044950095282046141 -0.0047038854566887828 0.00015798642675199308 -0.012682994310137507 0.0094267216091323235 -0.010362015571269605 -0.0092506308926866496 -0.008917225765930353 0.0029348966780610238 0.010210271383932309 -0.014919621535750166 0.0071049645401859117 -0.0097209547560300619 -0.0070379593298600784 0.016644130724411784 0.0080139639258455329 -0.0038610899239128007 -0.0082841539626778201 0.00095221795275675359 0.014247871042101148 -0.0080170657960410372 0.00618488836566017 -0.0037467272481739094 0.010161146671257591 -0.0039922798803326276 -0.0046822538017330219 0.017089417547617797 0.0030665204410616348 0.019231407659555905 0.011473102615172523 0.00031556059882511731 -0.007246003975012784 -0.0069975717489254557 0.0036109168482831655 -0.0053911892728095295 -0.0086651587253495522 -0.0041657800823735021 0.0077632264411454889 0.0060832116479837091 0.00031980518817614523 0.013468564751474342 -0.0023358165956346658 0.0024686169146084227 0.015585062539306331 0.02045886933245003 -0.014505692551623119 0.011852554237425829 -0.0097909222774419935 0.01719951214391742 0.0062570204226872414 -0.0010726729340423049 0.0012915923600501508
leaf_weight=19.318732276326045 13.479692686814817 9.9888062509708089 59.108772532548755 4.8791506006382432 12.389046745374797 9.8969711365643871 10.769424601458011 41.877960137557238 41.124493539333344 5.8695692420005789 8.2615392133593542 77.705457927659154 102.6948915286921 13.477665287442507 63.24652673304081 255.61430803872645 95.558143867179751 107.70193915814161 17.045620130375028 7.0432848632335654 17.193974766880277 5.8739205654710522 18.427528291940689 62.592534372583032 37.74296551104635 1811.8700575828552 21.135270419530571 17.400771945714951 42.819531883113086 85.317628487944603 5.3835784830152988 16.378336572088301 8.3938078079372662 7.5845974292606106 38.482012093067169 22.685338294599205 9.184262577909978 8.1735891727730614 123.90899049118161 116.15425272565335 11.187411385588346 72.905624537728727 565.29962726775557 6.2684314646758139 105.43651287443936 591.16312391730025 1726.8753002549056 829.6601221987512 805.58989137364551 144.51756306365132 562.67166590690613 809.67724019335583 518.92666091071442 216.9808603413403 39.048562657088041 439.28833344578743 43.979764811694622 59.386500324588269 225.84232563711703 118.41529956459999 427.26041578315198 13.920236224308608 42.163757280446589 10.700355509296058 60.404633052647114 20.730042393319309 257.46371315699071 65.633528675884008 17.06242451723665 48.41170780453831 6.9725569933652869 18.664159475360066 9.9604799188673478 21.779406957328323 5.810476883314549 9.5470232376828772 144.77624447597191 59.855901942122728 16.622844956815246 21.329402235336602 10.927160015329717 8.2747111823409778 12.24234355567023 3.7673516320064664 7.7530800029635421 19.707837885245681 9.4030872895382327 31.167253044433892 13.777360035106538 8.8133729360997659 17.860263194423169 36.910612839274108 5.5428649317473164 9.6600756649859267 19.458514411933724 19.256464257836342 4.0227124951779833 7.8460554042831054 16.274404211901128 17.720100522041324 8.9116189777851087 6.6342464052140704 6.8925713221542555 15.164868737105282 48.590057031717151 11.893736850470303 6.7716631270013776 26.061279259389266 11.794769299216567 6.4106170102022579 6.7159782750532022
leaf_count=248 232 220 875 112 123 158 225 722 1197 104 122 902 2159 147 825 4855 1662 2053 247 88 322 120 198 801 389 31763 246 143 549 928 97 222 136 92 346 473 88 78 1790 1686 272 853 8257 100 3278 8130 31239 10472 10547 3501 7258 9669 6465 3232 773 6738 1053 972 2880 1445 5319 118 945 175 1051 321 4293 1046 223 775 134 336 144 526 105 234 2314 992 276 281 175 132 320 91 93 150 98 359 215 143 296 783 103 190 273 412 91 105 220 194 77 104 132 267 798 99 109 349 140 103 113
internal_value=0 -0.00338877 -0.00620268 0.00255403 -0.00863611 0.00124896 0.00438702 0.000152002 0.00155497 -0.00684823 0.00191182 0.00145812 0.00263123 0.00623781 0.00135968 0.00268398 0.0070418 0.000660399 0.00909693 -0.00383535 -0.00162766 0.00917158 0.00892984 0.0105341 -0.00122195 -8.64089e-06 -0.000696824 -0.00224404 -0.00279836 -0.00148952 2.65808e-05 -0.00623235 -0.00561442 0.000404638 0.000497806 0.00427414 0.00661777 0.00922072 0.0113791 0.000250681 0.000620714 0.000463439 0.00267731 0.0102746 -0.000282143 0.000355191 -0.000101933 0.000773486 -0.00181434 -0.000462536 0.00242743 -0.00146961 0.00152797 0.000456493 -0.00376236 0.00152719 0.00369282 0.00450371 -0.00186261 0.000650589 -0.00353342 0.00428303 -0.0032509 -0.0011922 -0.00668829 0.0018893 -0.0063906 -0.00150388 0.00253238 -0.0107886 -0.00828429 -0.00161945 0.00407319 -0.00253221 0.00281404 0.0109092 -0.00425242 -0.00565299 0.00941413 -0.000135149 -0.00586958 0.00793881 -0.00529699 -0.00771911 0.00722659 0.0115402 -0.0104575 0.0130524 0.00421877 0.0158556 -0.00152239 -0.00395509 -0.0119845 0.0037155 -0.0132211 0.00197363 -0.00527637 -0.00398509 -0.00948523 0.00407038 0.00890056 -0.0113428 0.00997259 0.0162393 -0.0124579 0.00630724 0.00749904 0.0106799 -0.000842345 0.0141227 -0.0130368
internal_weight=0 236.263 145.239 31.4908 113.748 91.0235 71.7047 12825.9 1310.05 46.9941 1263.05 1197.76 868.76 217.699 651.061 522.121 158.805 363.316 65.2878 128.94 329.005 19.3536 158.726 140.298 58.9737 11515.9 4318.65 1370.14 1267.41 874.236 2948.51 93.952 393.177 7197.21 7089.22 248.919 210.437 159.127 132.083 2854.56 2588.13 2555.51 638.205 32.6207 1917.31 6840.3 4927.5 3263.72 1663.78 1871.39 1392.33 1615.27 1912.8 1286.48 256.029 1030.45 626.316 578.313 856.836 344.258 512.578 102.724 266.427 207.989 71.105 136.884 372.889 108.453 33.4408 60.5113 264.436 51.31 32.6458 309.651 74.0475 31.3264 235.603 204.632 21.502 69.0964 113.622 15.318 107.993 86.091 21.2307 33.6281 101.359 48.2422 30.9713 39.9806 27.0445 42.7211 91.9562 21.9024 86.4133 29.9164 48.0025 27.3046 58.4382 47.767 26.6317 48.5122 10.6599 21.4333 56.1747 20.2875 60.9353 42.3689 18.5664 32.4719 55.1277
internal_count=201219 3517 2185 608 1577 1332 1084 197702 22494 1301 21193 20322 14479 2530 11949 9395 2487 6908 871 2554 5843 352 1901 1703 629 175208 68656 18038 16972 10715 50618 1430 6257 106552 104517 3551 3205 2252 1868 49188 44790 44151 9110 639 35041 100966 73512 52470 21042 34740 17730 20216 27454 18873 4005 14868 8581 7437 10572 4325 6247 1066 4398 3233 1226 2007 6022 1595 445 985 4427 953 617 5491 1648 760 3843 3306 388 798 2334 220 2035 1525 240 268 1454 624 537 502 384 888 1356 510 1253 635 1144 378 1165 517 271 826 223 367 890 235 859 610 249 452 888
is_linear=0
shrinkage=0.0227381


Tree=531
num_leaves=88
num_cat=0
split_feature=171 26 18 167 218 210 204 195 209 123 179 41 224 124 39 151 31 18 214 227 179 40 179 226 39 122 122 190 18 209 24 29 220 152 162 130 177 7 180 215 212 39 134 141 191 192 8 53 188 202 191 38 41 222 183 156 127 180 183 208 130 180 127 152 214 202 124 218 217 169 219 93 182 227 226 40 215 44 141 157 189 188 221 41 161 180 214
split_gain=5.9804 6.63681 6.37187 6.14863 6.50181 6.14196 6.01541 9.06685 6.47966 6.11005 5.87318 5.74604 5.46383 5.41364 16.6281 17.7504 13.7918 9.73532 9.22754 9.04326 8.76373 10.9911 7.91317 9.35703 7.74401 7.67897 6.7098 6.65248 6.5652 6.2974 5.75087 5.62175 9.27961 9.84733 12.3876 9.20352 7.64936 6.46265 9.14112 8.3421 8.03692 7.34027 6.9264 6.45658 6.19784 6.11723 5.36711 5.3365 5.2946 7.94036 5.28254 5.14973 5.05361 5.01795 4.8964 4.64116 6.33191 4.58044 4.31802 4.28907 4.80532 4.21343 4.01515 3.81159 3.74559 3.72912 3.55426 3.45479 3.38772 3.32172 3.2155 2.59663 3.51469 2.36975 2.36681 2.35431 2.3147 2.1783 2.07755 2.07378 1.92005 1.85355 1.75885 1.68864 1.4532 0.611503 0.162627
threshold=501.50000000000006 13.500000000000002 -4083.4999999999995 1.6306818181818186 0.0078074771445244559 0.022931879386305812 -0.097684107720851884 12.840289855072465 -0.049794116988778107 0.90447753448335955 0.52056820375315793 0.27142053583995096 -0.017602112144231793 61.77002053388091 0.75161496608125022 1053.5000000000002 10.500000000000002 -4464.4999999999991 0.012185792438685896 0.015162370167672636 1.0236324430394852 0.4697114109615928 0.59251785095439113 0.011009240522980692 0.61020512126318993 0.036005850410271711 0.044462720321496632 2.5000000000000004 -4011.4999999999995 -0.045577252283692353 1.0000000180025095e-35 2.5000000000000004 -0.010986876673996447 195142.54500000001 0.98151018116572242 0.62465214857801199 0.38585607940446659 34328.250000000007 3438.1800000000007 0.023109440691769127 -0.060166072100400918 0.41827644532958402 0.034563529532318414 0.047897658630447197 32.500000000000007 0.29185103244837768 269689.50000000006 0.089850000000000013 0.73354978354978362 -0.053804777562618249 19.500000000000004 43.500000000000007 0.72599382198636575 -0.028799335472285744 -1594.4999999999998 293608.05750000005 4435.4522271963924 12031.518750000003 -147.49999999999997 0.030122539028525356 0.30988937447240156 19318.595727272732 4106.0036221012024 235078.12500000003 -0.0063685607165098182 0.14449588209390643 55.207392197125266 -0.0040347538888454429 0.00020501309336395937 0.0041722370766488423 -0.032581891864538186 -2148.4999999999995 -485.31666666666661 0.0060266500804573306 0.022432819940149788 0.58670463402557316 -0.032960483804345124 0.98835000000000017 0.5446981225331321 2763827.1675000004 0.57171428571428573 0.73088169140800729 -0.013389649800956248 0.75905262184418121 0.2484373563549932 10153.845000000003 0.028163995593786243
decision_type=10 2 2 10 2 2 2 8 2 10 10 8 2 2 8 10 2 2 2 2 10 10 8 2 10 10 10 8 2 2 2 2 2 10 8 10 8 10 8 2 2 10 8 2 8 10 10 8 8 2 8 2 10 2 10 10 2 10 8 2 10 10 2 10 2 2 2 2 2 10 2 10 10 2 2 8 2 10 2 10 10 8 2 10 8 8 2
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internal_weight=0 1494.43 167.64 62.8085 104.831 70.5482 39.0219 31.5263 25.8413 1326.79 1246.47 1080.76 165.708 62.6146 909.117 219.098 84.9617 690.018 260.54 189.218 429.478 252.598 176.88 134.137 116.997 171.645 71.3218 108.379 55.0612 80.3198 32.1117 103.094 74.6617 11549.2 4577.11 545.02 521.217 98.0962 4032.09 2484.68 733.151 317.477 1751.52 66.9634 56.385 415.674 310.73 1547.41 675.4 217.879 872.015 625.502 246.513 457.52 74.4202 65.5617 215.651 104.944 256.983 74.8062 1684.56 555.878 290.072 265.806 248.991 60.4942 1128.68 183.276 99.6795 152.15 118.36 115.972 473.352 443.117 244.023 23.8022 13.9382 6972.05 512.76 486.376 398.102 98.0008 82.978 945.408 335.41 6459.3 257.867 23.7465 234.12 88.2741 44.4718 65.2695 32.699 423.121 341.099 240.024 118.417 143.459 104.322 58.5681 65.9374 6201.43 3612.55 301.366 107.634 193.732 47.9774 59.6568 2588.88 450.352 233.28
internal_count=201115 19485 2938 1095 1843 1117 613 504 404 16547 15462 13571 1891 768 11546 3048 1179 8498 3287 2400 5211 3361 1850 1869 1576 2025 887 1221 615 1085 541 1123 815 181630 88626 12928 12379 2297 75698 41769 10521 4704 31248 952 690 5817 4276 33929 14635 5475 19294 14331 4963 9160 1890 1454 4438 1541 3968 993 30296 9499 4512 4987 3819 736 20797 3785 3052 3108 2580 1386 11223 10598 3882 549 412 93004 6265 5937 5213 1194 1008 17012 6825 86739 4710 575 4135 724 573 1611 887 10082 8328 5810 2801 3585 2591 1098 707 82029 49084 4826 2004 2822 857 1147 32945 6636 3652
is_linear=0
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Tree=533
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split_gain=5.97058 7.57676 5.8429 5.65466 5.62728 6.99407 8.64807 14.7533 10.4956 8.95033 8.40525 9.84441 9.75931 10.3776 7.5173 7.7685 7.4555 8.07428 7.60002 7.28497 7.5577 6.99225 8.67745 7.46786 6.97315 9.49811 8.92687 7.87917 11.1161 9.27081 10.6521 9.23753 9.18987 9.77498 8.20582 7.86209 8.38038 9.60841 11.6382 7.8331 7.79487 7.39929 7.31552 9.0429 10.1611 9.01349 9.95573 9.05326 7.17619 7.14047 12.0899 10.6704 10.1241 8.17189 7.45209 7.07822 7.03039 6.89415 6.75125 6.71538 13.096 9.05791 8.35522 6.9903 6.68114 6.5416 9.10801 7.6337 6.85223 11.4792 7.9968 6.50935 6.44125 6.3585 6.62791 6.33981 7.12336 8.454 9.27195 8.58831 8.36748 12.6364 10.9823 6.20032 6.17726 8.221 7.50045 6.15036 6.14015 6.01351 5.94119 5.93225 5.92118 5.91108 5.80801 5.68978 6.84577 5.62274 5.51586 5.47874 5.40362 5.26411 5.2357 5.12178 5.27775 5.10283 5.08091 5.07136 6.57579 5.03257 5.00582
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decision_type=2 8 8 2 2 2 2 10 10 10 2 10 10 8 2 8 2 8 8 2 8 2 2 8 8 10 10 2 2 2 10 2 10 10 2 2 8 2 2 2 2 2 2 2 10 10 10 10 2 10 2 8 8 8 2 2 2 2 2 2 2 10 2 2 2 2 2 2 10 2 10 2 10 2 2 10 10 2 2 10 8 2 2 2 2 2 10 10 10 2 10 10 10 2 8 8 8 8 8 10 2 10 10 2 2 8 10 2 2 8 8
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is_linear=0
shrinkage=0.0227381


Tree=534
num_leaves=112
num_cat=0
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decision_type=2 8 10 8 2 10 10 2 2 2 8 10 8 10 8 10 2 10 8 2 2 10 10 2 10 8 2 2 8 2 8 10 2 2 2 2 2 2 2 2 2 10 10 2 2 8 2 10 10 2 2 8 8 8 2 2 8 2 2 2 10 10 2 10 8 8 2 10 10 2 8 2 10 10 2 2 2 2 2 10 8 2 8 10 2 8 2 8 10 10 2 2 2 8 10 2 2 2 8 2 8 2 2 2 2 2 2 10 2 8 2
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leaf_count=331 275 78 141 440 427 73 74 189 121 139 120 340 909 126 893 3099 1182 673 2588 1722 10563 346 107 3219 125 981 159 1217 194 162 581 353 423 270 96 259 280 161 174 2215 299 235 5022 243 267 586 282 91 125 704 205 653 1565 1556 1588 547 1949 2142 199 301 609 1692 709 1893 485 54505 18630 1995 4789 6261 831 1493 29676 2630 9495 2280 379 77 172 500 193 377 109 191 35 189 82 218 94 134 150 202 196 298 123 99 584 90 277 317 358 108 110 1676 118 124 219 179 123 258 226
internal_value=0 0.000233593 0.000340777 -0.000873852 -0.00137778 0.00320669 -0.00280043 0.00387838 0.0082942 0.0070008 0.0140675 0.00188275 -0.00189556 -0.000860039 -0.00414037 -0.00238966 -0.00425503 0.00328824 -0.000378913 0.00243119 -0.00154057 -0.00387625 -0.00561366 -0.00795593 -0.00257381 -0.00788839 -0.00118542 -0.00388571 0.00132383 -0.00728183 0.00214906 0.00373338 0.00617969 -0.00121438 0.0103575 0.0140508 0.000240956 -0.00481635 -0.00840091 -0.00994532 0.0189486 0.00739537 0.000571404 0.00497079 0.0076714 -0.00592149 0.00652398 0.0126181 0.0145521 0.0168163 0.000507692 0.00118059 -0.00189518 0.00191965 0.00160014 -0.00464104 -0.00689591 0.000112496 0.00279544 0.00510868 0.00297398 -0.000657789 0.00244188 0.00178964 0.0138692 0.0022537 -0.000116873 0.000908939 -4.14523e-05 0.00331916 0.00703493 -0.000758267 -0.000719253 -0.000185275 -0.00236991 -0.00286871 0.00189232 -0.00863507 -0.00263907 0.00323576 -0.00588399 -0.00882694 0.00879168 0.00422479 0.011012 -0.0105846 0.00457434 -0.00105333 -0.00957312 -0.00968994 -0.00769308 0.00476382 0.0037729 -0.0029605 -0.00430092 -0.00606348 -0.00914101 -0.0031999 0.00046889 0.00499166 -0.00918474 0.00130653 0.012831 -0.012792 -0.0106257 0.00348958 -0.0120528 -0.00123954 0.0124971 0.000843584 0.0166066
internal_weight=0 12822.6 12358.3 1968.24 1785.06 176.617 69.2407 183.18 93.5522 107.376 38.7862 68.5902 1608.45 1108.84 499.606 363.615 275.32 88.2953 1065.08 308.764 756.316 222.845 185.667 147.496 464.273 87.8259 376.447 207.22 83.8468 123.373 169.227 155.388 122.672 46.4899 76.1822 56.4013 53.583 32.7157 135.991 123.595 30.6577 44.1215 10390.1 138.865 102.441 61.7989 30.756 66.8342 60.588 54.7459 10251.2 3786.62 450.887 189.792 3335.74 261.094 198.219 6464.58 501.566 297.894 248.789 203.672 62.8757 3259.75 49.1048 2758.35 5963.02 2204.51 1587.12 617.383 89.8136 501.4 3758.51 2847.07 911.441 99.9787 159.305 44.367 36.4235 38.1707 75.9906 58.2152 23.0365 37.1785 34.4495 43.7609 14.7767 89.6277 132.141 44.5037 22.827 12.3962 17.2952 26.718 9.47153 49.3973 37.7785 77.6946 53.0799 40.1124 24.6146 48.8882 19.0327 39.712 73.0493 17.7754 66.7159 19.7809 53.5532 15.954 14.4065
internal_count=200942 195765 188044 32203 29274 2623 1063 2929 1480 1560 558 1002 26651 17773 8878 5847 4281 1566 15782 4310 11472 5177 4640 3588 7721 1648 6073 3592 1501 2091 2481 2322 1808 693 1115 840 874 514 3031 2655 419 575 155841 991 741 989 444 1041 950 825 154850 70468 9642 4872 60826 4770 3514 84382 5884 3537 2751 2347 1256 59479 786 56398 78498 31675 23419 8256 2387 3081 46823 32306 14517 2485 2071 276 250 1052 1347 1030 552 537 624 1991 330 1449 3313 720 430 376 269 439 248 877 683 1260 812 594 448 375 445 1802 1318 317 1200 275 366 293 335
is_linear=0
shrinkage=0.0227381


Tree=535
num_leaves=112
num_cat=0
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split_gain=5.96217 6.11339 5.88426 10.7202 8.71383 7.54893 7.80238 7.76089 7.60826 7.40339 7.65521 9.2298 7.39317 7.23689 6.90779 6.83651 6.14816 5.84026 5.82493 6.85465 7.74236 7.04873 7.40588 6.70954 6.62949 6.5525 6.00071 5.76245 5.13612 5.10388 4.98818 4.89494 5.30166 5.32982 4.93742 4.67571 10.1189 11.8252 11.0973 9.47912 8.66846 12.8954 8.56118 8.41528 7.99644 7.89148 7.80309 9.93468 7.53644 9.28558 7.41972 7.19721 6.86226 6.85367 6.58721 5.98114 5.77571 5.69952 11.4558 8.44903 5.62348 5.50369 6.53101 6.70327 5.56538 5.36818 5.36432 5.22645 4.76498 4.71301 4.63511 4.63198 7.24611 7.78434 6.3643 5.42989 4.73423 4.57 4.61758 4.36851 4.03183 3.74433 4.62067 3.65788 3.57704 3.42937 3.24285 3.22158 3.10083 2.99903 2.97077 2.91952 4.56554 2.69566 2.54854 2.50816 2.49922 2.32266 2.17003 2.14262 1.80758 1.80465 1.68658 1.4061 1.19027 1.15516 1.11147 1.07491 1.06743 0.422976 0.404314
threshold=0.0013750000000000001 -1150.4999999999998 -2766.4999999999995 0.044139917064468688 0.098650000000000002 -2937.4999999999995 1.0000000180025095e-35 12.516666666666667 112502.25000000001 -0.015857224352657791 -0.016803664155304428 0.059891158925060313 1125009.0000000002 0.0062990954611450442 0.030705088193027009 0.076999142765998854 0.85353212242894128 0.97395000000000009 2.5000000000000004 14.500000000000002 0.32403873094788044 0.033146020025014884 0.02236487623304129 -2005.4999999999998 675002.25000000012 -0.018108393996953961 51.500000000000007 26.006172839506174 0.015686515748031499 7.5000000000000009 -4242.4999999999991 6.5000000000000009 0.012614073231816294 0.17554883653757739 0.50282752970019751 0.59458689476210347 -1439.4999999999998 135265.50000000003 0.61355931083430548 -605.49999999999989 0.14380000000000001 0.0049937467556446799 -0.015716580674052235 -0.013622549362480639 0.60892179135114155 1314020.2500000002 91.500000000000014 78089.625000000015 -0.0046912359539419404 0.12930000000000003 181413.00000000003 0.023819719441235069 0.0026500000000000004 1.2984213126311464 -0.051517853513360017 0.28511641064140936 0.82866927592955009 197.30952380952382 806.74242067559442 0.0049810000000000011 0.65859466613833262 0.015245040412992241 1.0000000180025095e-35 0.62062659340573256 -0.016828671097755429 655.4599231464739 0.032274678349494941 -795.49999999999989 0.98501874475105422 0.029842268675565723 0.020035769790410999 75923.132142857168 245250.37500000003 39.601642710472284 -0.014678434003144501 -0.0071335071697831145 -0.0086757126264274103 0.94767082110832457 0.01665546000003815 -0.0040930993854999534 -0.0078691020607948286 0.0092545000000000023 -0.018512101843953129 0.0018541101017035546 0.32945736434108536 -0.0031160782091319557 -0.0059266693424433461 -0.0090411743149161321 0.0049061207100749024 0.1115257048092869 0.0051613738760352143 -2017.4999999999998 -0.0022135871695354577 0.45415000000000005 0.025415154173970226 0.0032974658533930783 13.974679487179488 -0.0074615413323044768 20.556466302367948 -0.025737073272466656 0.013085202779620888 -0.028453133068978783 7.9946236559139789 0.0029500000000000004 803.29182247551364 0.084200774362254024 0.11700318622483608 286061.35714285722 200.50000000000003 -0.01451038336381316 -0.044104652479290955
decision_type=2 2 8 10 10 2 10 10 8 2 2 10 10 2 10 2 10 8 2 10 2 2 2 10 10 2 10 8 10 2 2 8 2 10 8 10 8 2 10 8 10 2 2 2 2 10 10 10 2 8 8 2 10 10 2 10 8 10 10 2 10 2 2 2 2 10 2 8 8 2 2 10 8 2 2 2 2 10 2 2 2 2 2 2 10 2 2 2 2 10 2 10 2 10 2 2 8 2 10 2 2 2 10 8 10 8 8 10 8 2 2
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shrinkage=0.0227381


Tree=538
num_leaves=112
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split_gain=5.6174 7.556 5.92518 6.18943 5.72863 5.05818 4.8698 9.87034 8.57609 11.1352 9.92102 8.35201 8.07743 6.21982 5.8771 7.02059 9.25111 9.6654 8.37162 7.63474 7.27646 10.9653 8.80238 6.89729 12.6568 7.54625 8.47587 6.71466 6.2972 8.18993 12.2556 8.71579 7.99424 9.0239 7.87237 6.9274 6.63657 9.17532 6.27583 7.6537 6.87097 6.20474 6.14974 7.44772 6.63206 9.69429 10.8762 9.04942 9.75642 8.73611 7.11038 6.12065 6.0295 6.61847 5.96015 8.27596 7.54058 5.94233 8.11836 7.8209 9.7015 9.82145 8.65949 8.59135 7.68954 9.3559 10.1 10.2872 8.0727 7.6318 6.93035 6.9246 9.73562 7.26297 6.36272 8.49877 12.592 8.55102 7.12915 9.34015 7.55856 6.34853 5.83805 6.02624 5.80244 5.78003 8.21592 5.73458 5.70591 5.70486 7.32404 5.65987 5.63861 5.61131 5.60335 5.57784 5.52997 7.29328 6.10147 5.40913 5.36841 5.27658 4.96872 4.94014 4.86701 4.86595 5.29695 6.46116 5.01371 4.9721 4.84323
threshold=1.0000000180025095e-35 0.042450000000000009 0.82562592222053599 0.98135000000000006 0.01746204495429993 18.263523391812871 32158.408500000001 -0.0053195599466562262 1375.8534886363639 710.35843328652084 0.010069040115922691 0.13661864399909976 -0.011051852721720932 -497.49999999999994 1.0000000180025095e-35 0.044462720321496632 0.36939571150097467 0.0047747669741511354 0.049150000000000006 0.14644489384856044 -0.0059011168777942649 1581085.6200000003 0.76120463429481522 0.349595641793158 0.78960863697705819 0.0078088331501930961 -0.0056416266597807399 -10782.499999999998 1.0000000180025095e-35 0.035429968002272418 8.5000000000000018 0.21875000000000003 -0.014205150771886109 -0.013142936397343872 86108.250000000015 0.010659750550985338 -0.01240322971716523 -0.020787479355931279 0.98185000000000011 -1.0000000180025095e-35 6.5000000000000009 0.066950000000000023 2.5000000000000004 0.31277173913043482 0.84633273703041156 0.76752374713396676 0.049999856481893867 -0.0040104326326400033 0.058686738449529527 0.048473211005330093 -0.018251759000122544 0.0069808415137231359 -0.013829932548105715 -1110.4999999999998 0.15504807692307696 10.500000000000002 0.016704134643077854 30003.000000000004 192255.91071428574 15.500000000000002 0.0037969457916915421 0.013425269629806282 -0.042699506506323807 -0.0043908352963626376 2.5000000000000004 17.500000000000004 22.500000000000004 0.18105000000000002 -0.0018511325470171867 900.00000000000011 0.34234462508628999 -0.017240390181541439 0.011410213541239502 -0.025621512904763218 0.98114863178466571 7601.5575000000008 0.40370370370370373 0.038491174578666694 12.713210130047914 0.01133251190185547 0.81272482014388503 0.010599500000000001 -0.0020434965845197435 -0.012460135389119385 0.64852941176470602 0.017613150179386142 1341042.7500000002 0.081464663147926344 -0.0055393588263541451 0.010674376506358387 -0.0066903522238135329 -0.021121649071574208 0.01987795997411013 0.012070033699274065 0.027239221148192886 0.0071106462273746738 0.0087749298005615969 -0.018774900585412976 0.064367116131714225 -0.018270034343004223 0.010211500000000002 0.093185923993587508 17600.856185948487 0.39139035615761492 0.027371506193498325 2.5000000000000004 -0.009353909641504286 0.064750000000000016 31.942443064182196 560955.75000000012 0.97698834417488345
decision_type=8 8 10 10 2 10 10 2 10 8 2 2 2 2 2 10 10 2 8 8 2 10 8 10 8 2 2 2 2 8 2 8 2 2 10 2 2 2 8 2 10 10 2 8 10 8 10 2 2 2 2 2 2 10 10 2 2 10 8 8 2 2 2 2 10 10 10 10 2 8 8 2 2 2 10 8 8 2 2 2 8 2 2 2 10 2 8 2 2 2 2 2 2 2 2 2 8 2 10 2 2 2 2 10 2 8 2 10 10 10 8
left_child=1 2 -1 -4 5 -5 14 8 10 -10 82 105 -12 100 28 16 19 18 -18 52 22 -22 -20 42 25 26 -25 54 57 30 31 -30 35 34 -34 93 104 -38 40 41 101 -40 44 96 45 49 -47 48 -46 -17 -49 -36 -16 -54 55 -21 -56 58 59 62 63 -62 70 -61 65 66 67 -59 103 85 -2 73 -73 -71 78 76 -76 -77 80 -80 -66 -68 83 -8 -45 86 -60 -41 -32 90 -11 -64 94 102 -84 -33 98 -98 -44 -70 -13 -19 -31 -67 -35 108 109 -108 -9 -107 -26
right_child=6 -3 3 4 -6 -7 7 11 9 89 12 13 -14 -15 15 23 17 38 20 27 21 -23 -24 24 110 -27 -28 -29 29 32 88 95 33 36 51 -37 37 -39 39 87 -42 -43 43 84 47 46 -48 50 -50 -51 -52 -53 53 -55 56 -57 -58 64 69 60 61 -63 91 -65 74 68 81 -69 99 71 -72 72 -74 -75 75 77 -78 -79 79 -81 -82 -83 92 -85 -86 -87 -88 -89 -90 -91 -92 -93 -94 -95 -96 -97 97 -99 -100 -101 -102 -103 -104 -105 -106 106 107 -109 -110 -111 -112
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leaf_count=266 170 335 438 376 161 95 258 2777 321 165 244 263 959 244 180 4644 396 445 290 1208 1323 1004 917 237 699 347 427 646 202 214 180 289 325 265 199 189 152 1491 1018 826 121 109 983 431 634 750 1368 1445 2316 214 3839 298 109 240 2597 2063 385 30059 1537 4153 4238 856 357 4500 28165 110 1195 5501 219 180 411 2071 710 735 2056 9515 1622 902 4765 1617 25399 2977 787 545 166 461 497 212 424 104 229 8921 108 361 170 179 681 2637 1013 419 640 52 115 412 1419 398 883 664 290 288 830
internal_value=0 0.00510031 0.007806 0.0110537 0.0161675 0.0202313 4.85201e-05 -0.00214492 0.00178751 0.00845258 -0.00140202 -0.00468853 -0.00840957 0.00211782 0.00013728 0.00104765 -0.000710083 0.00145493 0.00422558 -0.00333383 0.0025459 0.00540361 -0.00267701 0.00177488 0.00795852 0.0152295 0.0204409 -0.00479794 -0.000131246 -0.00274454 0.00386533 0.0112989 -0.0041095 -0.00563385 0.00206906 0.00278196 -0.00750448 -0.0110279 -0.00237094 -0.00456139 0.00461858 -0.0091704 0.00147909 -0.000532313 0.00229794 0.0038113 0.00817377 0.000632884 0.00401192 0.00215687 -0.00143609 0.0079115 0.00350189 0.0079955 -0.00338177 -0.000365158 -0.00701243 -1.5019e-06 -0.00110914 -0.00186833 -0.0034248 -0.000122337 -0.000190494 -0.00531637 0.000301126 -0.000727919 -0.00101665 -0.000522015 0.00598168 0.00168377 0.00792626 0.00388425 0.00159326 0.00965965 0.000837102 -0.00116594 0.00258354 -0.00281363 0.00118253 -0.0021645 0.00145279 -0.00548196 0.00339764 0.00896952 -0.00724331 -0.00244905 -0.0046774 0.000827811 -0.00561533 0.0148825 0.0185353 -0.00091069 -0.00214909 0.00647402 -0.00547202 0.0165783 0.000477779 0.0022161 -0.00276424 0.0113436 -0.00168721 0.00878731 -0.00060604 -0.00132997 -0.00333245 -0.00669156 -0.00321877 -0.00614996 -0.0100454 0.00346187 -0.00173974
internal_weight=0 106.218 87.7414 63.9033 37.1143 27.8297 12910.8 494.379 195.182 58.5806 136.602 299.197 52.9004 67.917 12416.4 2822.5 826.071 454.7 263.198 371.371 235.122 151.779 83.3423 1996.43 80.968 43.4723 29.6292 307.972 9593.9 445.587 73.5693 40.3126 372.018 305.92 59.5965 66.098 246.324 125.881 191.502 148.083 43.4195 76.5675 1915.46 555.05 1360.41 706.863 185.044 653.548 245.131 521.819 408.417 36.8265 63.3988 41.9476 274.773 155.247 119.526 9148.31 1958.21 1541.92 795.246 292.949 746.678 502.297 7190.1 2461.35 2366.8 2139.42 94.5517 416.286 53.8406 271.988 202.594 69.3933 4728.75 692.525 209.927 482.598 4036.22 297.06 3739.16 227.383 83.7011 39.1093 65.672 144.299 116.029 71.515 33.2567 37.1464 29.3822 692.838 44.5918 52.5486 39.8702 29.4016 489.378 320.34 169.039 51.8138 55.0288 35.3199 28.9887 42.738 120.443 231.28 121.904 85.2039 109.376 36.7003 37.4957
internal_count=200842 1671 1336 1070 632 471 199171 10337 3890 819 3071 6447 1203 1147 188834 37802 14141 6713 3930 7428 3534 2327 1207 23661 2540 1011 664 6899 151032 6302 1274 670 5028 4149 822 879 3327 1643 2783 2165 618 1127 21121 5911 15210 6976 2118 8234 2950 4858 5284 497 529 349 6253 3271 2982 144730 29797 23606 13747 5094 9859 8653 114933 40892 39732 35560 1160 6191 581 3696 2781 915 74041 14095 3678 10417 59946 6382 53564 4172 1868 803 597 2495 2034 1038 604 498 394 9278 1065 690 957 468 5314 3318 1996 638 903 497 329 522 1684 5300 2233 1547 3067 686 1529
is_linear=0
shrinkage=0.0227381


Tree=539
num_leaves=112
num_cat=0
split_feature=133 217 225 5 211 218 162 81 52 39 162 217 202 189 174 126 162 191 127 141 141 197 153 216 225 185 174 231 225 65 225 174 232 190 227 176 199 207 202 223 211 153 138 15 233 228 232 184 188 231 186 227 55 223 206 218 38 128 224 14 218 218 202 233 133 177 191 195 225 198 131 189 232 38 228 232 216 134 214 131 188 219 189 233 177 144 141 195 51 221 133 56 120 142 40 120 125 219 72 221 221 203 186 182 218 232 133 188 195 155 182
split_gain=6.08544 11.5792 9.72013 12.4605 12.3143 12.2891 10.8056 9.21489 10.3523 8.99599 11.7695 9.43789 12.3131 9.00341 8.59641 9.36815 11.0052 8.52584 8.28485 15.5992 9.20171 8.11848 7.99575 8.00624 7.96155 7.92252 7.84131 7.74392 11.69 11.3311 10.6149 9.65743 7.68476 7.55116 9.23417 8.72457 9.57967 8.74336 7.66353 12.3725 11.3877 11.7757 10.4283 10.164 8.89745 10.1571 12.9144 18.6239 8.29401 11.6901 10.2127 10.8563 7.61689 8.2801 7.71499 7.52683 7.78425 7.52338 7.48965 7.42236 9.26994 12.2486 8.57188 8.0346 7.58518 7.39408 7.34559 9.10721 7.22365 7.17941 7.11397 7.65496 7.05329 7.04131 7.03673 7.02047 6.93654 6.84603 6.81573 6.81511 6.79971 6.78299 6.77852 6.76092 6.74381 6.71653 6.66373 6.65711 11.283 12.7368 7.95726 8.37626 7.75461 8.86724 7.72562 7.68138 7.51715 10.1618 7.70121 7.31028 9.32265 10.4825 15.3043 8.13737 9.52236 11.1067 8.32383 7.98342 7.53072 10.0349 8.8417
threshold=0.087186688329526987 0.012689066585153343 -0.00013270570343593133 292686.75000000006 -0.014217585325241087 0.020711163058876995 0.11781148969679141 0.092350000000000002 0.21035000000000004 0.32386647267644786 0.99999866931785308 0.037175834178924567 0.15466447174549106 0.17663308417289572 8.5000000000000018 0.017910666996513537 0.98501874475105422 49.500000000000007 15836.549451208119 0.1613116985225492 0.44574119712945109 1.0469684842935358 202522.50000000003 0.019719497300684456 0.008903711102902891 -21591.797577272726 3.5000000000000004 0.0057229311205446729 -0.0068255192600190631 0.024150000000000001 -0.0041993060149252406 1.5000000000000002 0.00039102464506868278 69.500000000000014 0.015814188867807392 10.500000000000002 164874.80625000005 0.051643053069710738 -0.082393545657396303 -0.0091431685723364336 -0.015880553051829335 315027.00000000006 3.5000000000000004 -11499.499999999998 0.0020221718586981301 0.010469250846654178 -0.00060043795383535315 194626.12500000003 0.70029940119760481 0.024142717942595485 12195.945000000002 0.0061759070958942184 0.010950000000000001 -0.012433286290615795 -0.050214916467666619 0.025042225606739524 6.5000000000000009 67498.875000000015 0.003104689647443593 0.010804500000000002 -0.0084881386719644052 0.027422601357102398 -0.050485886633396142 0.010674718301743271 0.016224577914568803 0.53033088235294124 54.500000000000007 9.8951296150824835 -0.005386585369706153 0.078282503822412308 0.38891503163261559 0.17063717148799398 0.0077381469309329995 6.5000000000000009 -0.0062321308068931094 0.019417445175349716 0.030732379294931892 0.10552083848822109 0.019484178163111213 0.27644235885249929 0.83285163776493276 0.0097100203856825846 0.011869540715694562 -0.0090541350655257685 0.74456521739130443 -117.49999999999999 0.25527003547702731 9.6973220577871757 0.055550000000000009 1.0000000180025095e-35 0.24562048515448137 0.031000000000000003 6.435494125762613 -1825.4365079365077 0.066872948589145859 1.5624909578090505 1.4113620807665985 0.00037714093923568731 0.96645000000000014 0.011853877454996111 0.013630670495331289 -0.084383133798837648 5610.96 -541.94444444444434 0.0071736748795956382 0.014707323629409077 0.21955805701909434 0.95675549322113151 14.005813953488373 208922.17500000002 -575.81666666666649
decision_type=8 2 2 2 2 2 8 10 10 8 10 2 2 10 10 2 8 8 2 2 2 10 8 2 2 8 10 2 2 8 2 10 2 10 2 10 8 2 2 2 2 8 2 2 2 2 2 8 8 2 8 2 10 2 2 2 2 10 2 2 2 2 2 2 10 10 10 8 2 8 10 10 2 2 2 2 2 10 2 10 10 2 10 2 10 10 2 10 8 2 10 10 2 8 10 2 2 2 8 2 2 2 8 8 2 2 8 10 8 10 10
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internal_value=0 0.00156552 0.000680199 0.00135758 -0.00125151 0.00306552 0.00439054 0.00248086 0.000668694 0.00245628 0.0107349 0.000271568 -0.00327939 -0.00657766 0.00716039 0.00982529 0.0138181 0.017252 0.0115957 -0.00601927 0.019672 -0.00144208 0.0135241 0.014911 0.00378282 -0.000158701 -0.00118467 0.000121611 0.00566587 -0.000663388 0.00563701 -0.00532457 0.00283856 4.10421e-05 0.00196605 0.00969463 -0.000174006 0.00621829 0.0116723 0.0167582 -0.000930484 0.00199885 -0.00207428 0.00541155 0.00797788 0.0128808 -0.00283736 0.00754119 0.00389399 -0.00150875 0.000895702 0.00331185 0.00596133 -0.00230467 -0.00402341 -0.00390435 -0.00441346 0.00451691 -0.00575076 -0.000564246 -0.000987872 0.0105275 0.00140642 -0.000231345 0.0058733 0.00983092 -0.00222551 0.000684068 0.00375683 0.00493407 0.005875 -0.00497297 -0.0050815 0.00184458 0.0191919 -0.00544304 -0.000244271 0.000701673 -0.0045937 0.00106502 0.00145105 -0.000641106 -0.00431907 -0.000925096 -0.00079833 0.00170738 0.00237549 -0.00685395 0.00280392 0.00296251 0.00761534 0.00867563 -0.00692252 -0.00800154 -0.00898978 0.00340754 0.002495 0.00852929 -0.00697695 0.00309354 -0.00564524 -0.00432476 -7.60839e-05 -0.00727124 -0.00219592 0.00534915 -0.0101091 0.0103711 0.0138547 0.0175006 0.0132927
internal_weight=0 1131.14 984.935 900.721 357.259 543.462 451.767 343.568 298.293 248.325 44.8225 203.502 91.6946 72.9475 146.209 108.199 48.9187 40.7633 99.6772 84.2138 24.1027 189.116 89.9757 14.3861 306.531 11905.8 2548.88 9356.89 125.488 2272.69 85.3974 276.193 44.1208 9231.41 920.606 52.682 8310.8 82.1787 52.1051 35.321 2187.29 357.116 164.342 192.775 147.247 76.5743 45.5273 113.871 90.7032 1830.18 454.887 306.938 225.602 1375.29 147.949 81.3357 615.865 39.4147 136.18 759.425 739.033 20.3923 867.924 516.073 122.953 91.9316 393.12 216.119 351.851 313.335 294.067 38.5151 576.45 70.6732 28.8711 31.0218 8228.62 2429.87 149.592 2280.28 2133.59 5798.75 146.695 5177.83 5077.32 620.913 581.73 39.1837 54.1322 97.2905 52.0448 24.1988 232.072 211.666 198.614 14.9913 278.439 30.3706 37.0369 14.0986 177.001 140.143 75.2519 49.968 24.4462 14.9629 183.623 55.4132 41.0745 33.0542 21.9215
internal_count=200997 17543 14799 13589 5746 7843 6705 5146 4795 3977 845 3132 1138 854 2744 1559 1065 881 1422 1210 387 2902 1355 230 3678 183454 47713 135741 1470 39933 1008 7780 1161 134271 15875 1238 118396 987 588 432 38925 6385 3031 3354 2671 1090 683 1273 1005 32540 9980 6648 4540 22560 3332 2108 11529 607 3244 11031 10712 319 14637 9658 2395 1678 7263 4308 4979 4552 4264 427 10922 1581 742 717 117409 39880 2783 37097 34063 77529 3034 69086 68095 8443 7790 653 894 1679 885 403 6619 6072 5693 894 3350 737 1468 576 2955 2628 1549 818 462 301 4799 674 507 440 510
is_linear=0
shrinkage=0.0227381


Tree=541
num_leaves=82
num_cat=0
split_feature=117 64 227 188 190 18 157 7 150 149 41 40 151 227 123 14 222 136 93 170 195 141 215 41 83 123 222 206 65 195 69 71 19 141 204 199 213 188 133 153 7 171 161 205 7 45 232 195 151 121 44 16 74 39 176 141 118 214 133 177 222 225 41 230 225 157 177 204 143 214 151 125 215 18 224 128 128 93 128 207 232
split_gain=5.6509 5.25362 10.1378 6.90796 5.42329 6.73319 5.35608 5.29225 5.24272 8.87382 9.30743 8.8161 10.0006 10.6517 8.25029 9.23225 8.68502 9.96281 8.73363 8.17651 8.00518 9.45887 9.75791 8.88467 8.68778 8.49242 7.8229 7.23505 8.50896 9.52603 8.22553 7.72332 7.10971 7.02225 10.0557 7.93404 7.04988 6.90993 6.90634 6.74422 6.34659 6.24611 9.70289 9.62442 8.2368 6.99761 7.20013 6.47573 5.83628 5.77759 5.76524 5.11128 4.92152 4.70744 4.44338 4.19196 4.13155 3.9836 3.81266 4.88994 3.74349 3.66724 3.26075 3.05104 2.85166 2.84686 2.80016 2.74666 2.69886 2.66903 2.5406 2.4153 2.25902 1.98323 1.70035 1.39706 1.34556 2.42073 0.796839 0.708271 0.389137
threshold=6.5000000000000009 1.0000000180025095e-35 -0.004703488200902938 0.91557780417444434 2.5000000000000004 -2321.4999999999995 138888.90000000002 17516.250000000004 -756.49999999999989 290.76388888888897 0.69942570286849903 0.72453917924931643 1653.5000000000002 0.0072084977291524419 0.87320936753784273 0.025778000000000002 0.0010203134152106943 4.2614327646001682 -1.0000000180025095e-35 49.516666666666673 15.591372912801488 0.1741476893258751 -0.031665042042732232 0.22320604107274528 0.030950000000000002 0.86325662064099074 -0.0060632103122770778 -0.049290478229522698 0.15895000000000004 21.33460559796438 0.019850000000000003 0.13935000000000003 7.5000000000000009 0.4259517542581675 0.090631905943155303 138684.09651923078 -0.0004981484671588986 0.4447222222222223 0.32238136640558041 81004.500000000015 11247.750000000002 58.500000000000007 0.31987036964268822 0.009043895639479162 37199.250000000007 0.59540000000000015 -0.0083211553283035738 10.004385964912283 1777.5000000000002 0.3396973535560287 0.98235000000000017 -787.49999999999989 0.011050000000000003 0.74869834314271211 2.5000000000000004 0.5446981225331321 1.0000000180025095e-35 0.015942747704684738 0.28040471943089967 0.70294117647058829 -0.0051764361560344687 0.01889904867857695 0.75905262184418121 0.0032596995588392024 -0.0019893776625394817 487716.09750000009 0.84807692307692317 -0.01274049701169133 -1856.4999999999998 -0.026344765909016129 7.5000000000000009 4.1492128678986999 -0.0073665275704115621 -4309.4999999999991 -0.0091991163790225965 43501.875000000007 74253.375000000015 -581.49999999999989 55537.500000000007 0.015727335587143901 -0.011578684207051991
decision_type=10 8 2 10 8 2 8 10 8 10 10 8 10 2 8 2 2 10 10 10 8 2 2 8 8 10 2 2 10 8 10 10 10 2 2 10 2 10 10 10 8 10 10 2 10 8 2 8 10 10 8 2 10 10 8 2 8 2 8 8 2 2 10 2 2 8 10 2 10 2 10 2 2 2 2 10 10 10 10 2 2
left_child=1 2 55 6 5 7 63 -3 9 14 20 33 40 48 27 19 18 -18 -17 37 21 24 -23 26 -11 -25 -22 30 31 -30 32 -29 -6 41 35 38 -37 -16 -35 -21 58 45 43 -43 -44 47 -47 -10 -14 53 70 -52 -50 -42 64 57 78 73 59 -13 -5 68 76 -4 -9 -51 -15 -8 75 -32 -36 -62 -64 -1 -74 -2 -12 -78 -7 -60 -77
right_child=61 4 3 60 8 56 67 54 11 10 62 12 13 66 15 16 17 -19 -20 39 23 22 -24 25 -26 -27 -28 28 29 -31 69 -33 -34 34 50 36 -38 -39 -40 -41 49 42 44 -45 -46 46 -48 -49 52 65 51 -53 -54 -55 -56 -57 -58 -59 79 -61 71 -63 72 -65 -66 -67 -68 -69 -70 -71 -72 -73 74 -75 -76 80 77 -79 -80 -81 -82
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leaf_weight=5.1146278884261873 5.7905307409819242 9.3679829160682875 8.2059779658447933 7.1755746938288238 125.27783667016774 9.123097129166128 11.886589844711127 4.4547791955992606 19.507315176073462 51.957577577792108 15.827430634526538 2.2428886466659579 5.9329682355746618 9.2168129961937648 219.30840425938368 362.0390627682209 292.30439019203186 29.139133930206299 62.14467554166913 17.04489768948406 31.83841996639967 20.852599512785673 215.08537327125669 87.4674704791978 96.175665338523686 145.11766680609435 62.960866251960397 2315.2991901272908 44.207195069640875 15.049202103167771 5.4123769141733673 78.422472678124905 44.463196063414216 1791.8074137717485 6.0998797812499088 69.503133736550808 71.172608515247703 1619.2641243804246 107.76377022452652 67.267951637506485 166.77149591455236 77.396680080331862 143.11569565907121 69.069825947284698 46.988870289176702 783.20403880625963 3274.8414828926325 41.548479370772839 23.091970667941499 5.1524724746122939 17.525247705634683 5.4086414552293745 7.3983730676118276 10.60232832143083 7.102341152727603 4.9951237216591826 8.9427149854600412 8.4459104239940626 3.5189504763111481 3.9998904536478221 9.0679641552269441 5.1722593503072849 4.8907296541146934 5.4061671919189402 7.3669666456989935 7.1650846218690276 4.6055375132709733 19.578103617765009 5.0458379019983139 16.925562930293381 3.5415029027499259 4.6719176806509486 1.9531072573736308 18.365385506302122 5.0668807956390065 3.5951438508927884 3.8019860121421516 2.3046768361236891 6.7775364369153968 3.6149454060941935 17.113257376244288
leaf_count=96 114 179 128 162 1805 119 135 93 206 742 499 91 144 200 4259 9253 7429 1129 1271 309 203 272 2961 1052 1262 2137 413 34743 748 276 73 1584 616 23105 164 590 629 34810 1078 1771 5100 1055 1418 1227 501 9617 38702 484 613 181 374 115 228 613 126 83 111 139 108 174 146 81 160 88 127 209 156 238 87 296 98 115 75 308 218 80 140 76 95 88 400
internal_value=0 0.000111279 0.0050255 0.00992455 6.87322e-05 0.00679202 0.0142491 -0.00106364 3.63839e-05 0.000522087 0.00283073 -0.000397654 -0.00448833 0.00407945 0.000194217 -0.000696728 0.00143983 -0.00136012 0.00354649 -0.00152793 0.00341303 0.00114197 0.00391551 0.00597991 -0.003248 0.00829808 7.52361e-05 0.00109241 0.000749968 0.00869228 0.00524607 0.000522945 0.00695751 -0.000233235 -0.00132371 -0.00154217 0.00352516 -0.00118932 -0.00193164 -0.00811853 -0.0066879 0.000275635 -0.00266353 0.00168914 -0.00594506 0.000520844 0.000642201 -0.00662858 -0.00288934 -0.00778216 0.00982349 0.0146548 -0.00704542 -0.00883539 0.00541254 -0.00395153 0.0137116 -0.00708326 0.00580254 0.0128632 -0.000831484 -0.00793226 -0.00762141 0.00115498 0.0114034 0.00478141 0.0165087 0.01845 -0.0105347 -0.00607776 -0.00315927 0.00535136 0.00149071 -0.0109549 -0.00487009 -0.0128473 -0.011596 -0.000811927 0.0185413 -0.00402925 -0.0148936
internal_weight=0 12996.7 102.913 65.9923 12893.8 53.1354 45.0768 28.2921 12840.7 6058.87 745.3 6781.81 253.314 50.2457 5313.57 2668.51 745.627 321.444 424.184 1922.89 711.456 384.071 235.938 327.384 148.133 232.585 94.7993 2645.06 2452.98 59.2564 192.079 2393.72 169.741 6528.49 2072.82 2040.25 140.676 1838.57 1899.57 84.3128 203.068 4455.67 336.571 146.467 190.105 4119.1 4058.05 61.0558 36.4233 189.691 32.5753 22.9339 30.4903 177.374 18.9241 36.921 24.8433 31.9259 13.3767 6.24278 20.9155 36.717 33.8448 13.6121 11.8217 12.3176 13.8224 31.4647 31.5448 22.3379 9.64138 13.7399 11.9107 23.48 7.01999 26.4989 21.9341 6.10666 15.9006 7.1339 20.7084
internal_count=201100 200338 1638 1012 198700 850 589 525 197850 110582 10210 87268 7905 1341 100372 60231 19082 8558 10524 41149 9042 5237 3233 3805 2004 3189 616 40141 37351 1024 2790 36327 2421 79363 26153 25402 1219 39069 24183 2080 6564 53210 4201 2282 1919 49009 48319 690 985 6103 751 489 841 5713 346 626 325 543 461 265 423 762 1168 216 220 390 356 373 681 369 262 261 453 404 293 594 715 216 214 196 480
is_linear=0
shrinkage=0.0227381


Tree=542
num_leaves=112
num_cat=0
split_feature=35 190 230 210 7 179 201 18 167 131 210 40 130 174 224 210 135 5 130 145 7 39 214 220 121 220 29 40 220 228 65 233 48 176 141 40 205 218 17 18 202 123 190 162 176 119 190 174 225 225 121 143 49 121 220 144 143 41 123 189 194 155 133 121 48 212 135 40 187 76 37 131 19 216 121 17 133 202 141 145 216 40 179 141 212 151 133 145 226 130 203 225 202 18 153 212 141 6 222 191 157 154 18 18 204 222 187 10 5 230 131
split_gain=7.23279 7.92742 7.99312 7.76573 9.39618 7.5039 7.21996 6.88563 7.21652 6.59615 6.52585 6.50256 8.26552 9.31114 9.6073 8.41133 8.26411 7.51704 7.0534 7.71389 6.84105 6.48343 6.64546 6.11384 6.06288 5.91859 5.82933 7.78661 12.217 9.55192 7.87125 7.70188 7.93436 7.60361 15.0587 7.21985 10.5827 9.52874 9.37816 9.10734 6.97974 6.86719 8.33065 7.25334 6.65653 12.1717 12.5792 13.3114 12.9738 12.5884 12.3258 9.34169 9.33463 9.02428 8.79734 10.0344 8.77567 8.92817 8.40482 8.19392 10.9581 7.98254 7.93837 7.15394 8.34957 8.07816 7.23535 11.7277 7.62923 7.05051 6.58115 6.52408 6.3187 6.16953 5.69049 5.65402 5.57259 5.33876 8.34635 6.05612 5.31549 5.86321 5.26624 5.83777 6.33299 6.60483 5.60923 5.10473 4.95448 6.34405 5.54236 4.91664 4.86558 4.81245 4.77896 4.75375 4.5555 4.49361 4.09375 4.09323 4.07266 4.06033 4.02516 3.60175 3.77432 3.52728 3.47855 3.46611 3.3851 3.09118 3.06008
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decision_type=2 10 2 2 10 10 10 2 8 10 2 10 10 10 2 2 8 2 10 8 10 8 2 2 10 2 2 8 2 2 10 2 8 10 2 10 2 2 2 2 2 10 10 10 8 10 8 10 2 2 8 8 8 10 2 10 10 10 10 8 10 8 10 10 8 2 10 10 10 8 2 10 8 2 10 2 10 2 2 10 2 10 10 2 2 10 8 8 2 10 2 2 2 2 8 2 2 2 2 8 10 8 2 2 2 2 8 2 2 2 10
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Tree=546
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split_gain=5.74909 9.13792 11.1301 7.55698 9.59953 8.09783 8.87225 9.20792 7.78536 7.95439 6.62956 6.3481 6.10392 5.80196 5.75611 5.66643 5.61797 8.08916 10.9996 5.64429 5.58136 5.30933 7.73681 9.80739 8.47445 6.95271 6.69267 7.63412 6.77594 6.01711 5.79871 6.45491 6.15475 6.86232 5.62041 5.61108 5.55951 5.69599 7.98078 8.47699 7.76748 7.63301 8.18284 6.50413 5.42116 5.8727 6.83202 6.59003 5.14967 5.08549 4.99064 17.4507 10.2854 9.34681 8.36296 7.99659 7.92305 7.91076 14.3981 12.3996 11.7338 7.85968 7.77203 8.5562 7.72899 7.72117 7.71116 7.22778 6.85216 6.34297 6.27248 6.26017 5.52354 4.8809 4.8601 4.84831 4.84653 4.79019 4.77399 4.62496 4.5732 4.56977 4.54884 5.31446 5.63592 5.34303 4.45913 4.38119 4.53412 4.36069 4.26497 4.15194 4.13468 4.12387 4.05676 6.28199 3.99788 3.96388 3.92541 4.15962 3.87935 3.84146 3.80104 4.34792 4.09883 3.96657 3.77228 3.75611 3.68387 3.63559 3.6109
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decision_type=8 10 10 8 10 8 8 10 10 2 2 2 2 2 2 2 2 10 2 10 10 2 2 10 10 8 2 2 2 2 8 8 10 8 2 8 8 10 10 10 10 2 2 2 2 2 2 2 8 2 10 8 2 8 10 8 8 10 10 2 10 2 10 8 2 10 2 8 8 2 10 2 2 10 2 2 10 10 2 8 10 10 2 10 2 10 2 2 2 10 2 2 2 2 8 2 10 10 8 2 8 10 2 10 2 10 2 2 2 2 8
left_child=1 2 12 4 5 6 7 93 13 10 -10 96 -1 15 100 -8 81 -18 101 -20 -6 22 24 87 30 29 27 28 110 -25 32 -32 33 -2 -35 77 108 50 39 43 98 -42 -43 91 45 46 -27 -48 76 97 52 53 65 68 55 56 -53 58 60 -60 -54 70 63 -56 67 71 -57 -59 72 -66 -55 -38 -52 94 82 -67 -30 79 -37 -29 -79 -5 83 84 -28 -85 -33 88 -24 -73 -45 -39 -36 -3 -34 -96 -4 -22 -41 -100 109 -19 103 104 105 -40 -46 -11 -23 -7 -26
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leaf_count=261 225 96 70 222 177 105 219 125 679 175 1034 123 196 171 116 537 209 307 77 158 758 1104 178 75 47 298 223 92 163 225 61 128 382 92 224 769 104 208 246 131 209 147 942 230 365 295 123 835 178 169 211 77223 13021 5220 844 1004 2263 1181 4817 658 10875 233 387 3782 197 228 3332 41905 152 6558 641 436 417 144 145 66 86 260 237 281 232 306 195 2581 86 125 585 406 96 165 163 109 281 221 205 231 806 316 147 256 332 115 84 582 240 99 58 110 259 99 225
internal_value=0 0.00210598 -0.00435208 0.00316727 0.00188895 0.00411155 0.00589279 0.0146702 0.00370467 0.000828848 -0.00150163 -0.00988502 0.00537169 0.0101178 -0.00282527 0.0134183 0.00860543 0.0122457 0.0157272 -0.000218643 -0.00265288 -5.34973e-05 -0.00204269 0.00200919 -0.00352265 0.00524879 -0.00568698 -0.00164389 0.00657327 0.0147679 0.000628198 -0.00475966 0.00367088 0.0080489 0.0114929 -0.0048252 5.79982e-05 9.41322e-05 0.00362322 0.00617754 0.0112096 0.0157926 0.0189947 0.000964141 0.00221832 0.00434473 0.0069608 0.0103057 -0.00232535 -0.00455258 2.26099e-05 0.000423212 -0.000539636 0.00364955 5.14705e-06 -0.000161678 9.02435e-06 -0.000654323 -0.00187266 0.00280036 -0.00278016 0.00269742 0.00436934 0.00584933 5.70016e-05 0.00909473 -0.00439525 0.000532761 0.0106005 -0.00274573 0.002101 0.0145167 0.0135456 -0.00228936 -0.00846118 -0.00277452 0.00637075 0.00155147 -0.00892983 -0.00635065 0.00697035 0.000981216 -0.00926567 -0.0100993 0.00135271 -0.0114272 -0.00759339 -0.0061547 0.0013099 0.0181531 -0.00448712 0.00704755 0.0142703 0.018979 -0.00541284 0.00125869 -0.0127446 -0.00622975 0.000759316 0.00525688 -0.00606695 0.0216029 -0.00307124 -0.00499218 0.00115657 0.00676956 -0.00825173 0.0112875 -0.00671432 -0.000191905 0.014972
internal_weight=0 663.423 89.8725 573.551 473.77 318.651 254.575 41.0107 213.565 154.15 132.082 57.1892 32.6834 59.4146 64.0754 46.1739 99.7804 64.0066 51.6643 16.1403 155.12 12363.7 648.306 172.62 475.685 125.78 310.569 131.955 34.2694 22.3306 165.117 57.8406 107.276 60.1103 48.2437 97.6856 11715.3 11661.6 223.162 162.011 77.4063 50.7522 43.0433 84.6044 103.449 90.1675 74.2387 57.944 19.6584 130.169 11438.4 6680.62 4757.83 758.735 5921.88 5711.82 5498.69 4709.78 1730.98 278.573 1452.41 677.824 210.06 189.48 2978.8 48.0498 213.134 2552.48 80.9106 426.314 651.186 31.6667 65.0104 47.1657 178.614 16.3831 10.7162 40.3492 57.3364 15.8119 24.5373 35.7738 171.487 163.343 16.9548 146.388 51.7155 46.8408 21.7813 26.4052 45.81 38.7943 41.3924 33.424 41.0885 22.5781 48.7975 114.324 26.6542 21.3229 52.2608 35.524 61.1516 56.9073 29.5381 18.1813 13.2815 22.068 53.741 30.0163 14.611
internal_count=200802 8289 1456 6833 5439 4019 3367 442 2925 1998 1713 999 457 927 652 756 1394 866 657 235 1420 192513 11437 2954 8483 2274 5925 2570 699 300 2558 774 1784 822 597 1871 181076 179713 3793 2542 1832 1298 1089 710 1974 1551 1256 958 427 1243 175920 95709 80211 6874 88835 83822 79486 79212 29371 5475 23896 6094 5013 4626 49841 999 4336 43086 780 6755 5861 705 628 962 3355 294 249 865 1006 373 492 528 3210 3015 309 2706 713 680 274 601 393 317 505 317 818 436 876 1074 534 403 536 422 1251 1167 585 345 423 285 1363 204 272
is_linear=0
shrinkage=0.0227381


Tree=547
num_leaves=112
num_cat=0
split_feature=208 183 69 183 232 28 30 41 221 174 145 30 203 208 182 134 150 211 215 224 73 93 126 192 231 231 185 134 212 128 211 198 18 217 204 184 30 170 208 206 38 203 41 69 209 215 40 156 152 151 228 166 177 145 141 141 207 225 223 6 123 182 151 89 165 219 203 93 183 187 62 182 38 213 179 6 211 215 145 230 212 123 123 7 187 183 185 183 18 65 223 182 162 230 121 145 208 212 178 230 215 122 188 134 29 205 152 18 213 222 26
split_gain=6.17978 6.28279 9.50941 8.81376 10.6398 10.3766 12.8384 9.39527 9.78633 11.4253 11.1728 11.8235 9.34018 8.48886 7.76516 7.89523 7.68107 8.06423 7.6409 8.11403 9.67874 7.60247 7.77734 10.1274 7.4394 7.41571 7.39244 7.74773 7.23084 7.17407 7.8415 6.80987 6.67266 7.48046 6.50526 6.73912 7.94738 6.92296 6.43813 6.2231 6.20255 8.7754 13.6768 10.0152 9.87638 9.75936 10.5857 8.42971 9.64115 10.6091 11.4094 9.5218 11.6265 9.60208 8.00344 13.0644 11.2012 11.1707 14.5392 10.4679 9.21862 9.60354 13.9167 7.61085 9.0548 9.22267 8.58038 9.69048 8.28382 7.48196 7.30181 7.29734 7.29458 10.0209 10.5045 8.03795 8.78964 13.863 7.98201 7.23699 7.23284 9.71471 7.21876 7.17878 7.38291 10.7021 7.07334 7.06621 9.96895 9.02638 8.00745 11.4435 10.2182 7.90691 6.96681 6.81161 6.7949 6.75934 6.75053 6.64514 6.60043 6.53944 6.41006 6.95378 7.42423 6.07466 6.06818 6.03343 5.99207 5.98683 7.58961
threshold=0.027678710408508781 -2757.4999999999995 0.10225000000000002 -1608.4999999999998 0.0078852502629160898 2.5000000000000004 3.5000000000000004 0.82302403713855776 -0.016085671260952946 5.5000000000000009 187.87792949931216 4.5000000000000009 -0.071487206965684877 0.042915523052215583 -556.94999999999993 0.13318249308602234 -1924.4999999999998 0.0094610708765685576 -0.021776824258267876 0.020473051816225055 0.77525000000000011 -1346.4999999999998 0.12459599399473266 0.28317610062893089 -0.0010013449937105177 -0.015731353312730786 278.4480665380907 0.38952413932472302 -0.00077482088818214823 25506.000000000004 -0.024638708680868145 0.015384509565241731 -4590.4999999999991 -0.0086584659293293936 0.001613997796084732 71517.750000000015 1.0000000180025095e-35 11.343137254901963 0.033345354720950134 0.070471111685037627 7.5000000000000009 -0.050958540290594094 0.64219691080251862 0.0026500000000000004 -0.03539112210273742 -0.024014243856072422 0.50233896433922587 18518.175000000003 828697.50000000012 356.50000000000006 0.011724870186299087 1.5000000000000002 0.72474747474747481 579.00133123637045 0.24960332225060097 0.10850201360005284 -0.0582786276936531 -0.005552120739594101 0.0020182891748845582 874478.25000000012 0.93807989055959951 -771.96153846153834 -297.49999999999994 1.0000000180025095e-35 0.1408730158730159 0.0024295876501128082 -0.053152944892644875 -624.49999999999989 -374.49999999999994 11.83438818565401 0.15515000000000004 -2600.8333333333326 5.5000000000000009 0.013018330093473198 1.0369984585111118 1166629.5000000002 -0.0011265876819379626 -0.014024510979652403 1294.7271590772546 0.00066559994593262683 0.00051344410167075704 0.90448299994509307 0.87320802550135634 41694.750000000007 10.31072796934866 -1210.4999999999998 278.4480665380907 -2584.4999999999995 -3051.4999999999995 0.033350000000000012 0.027006086893379692 -777.96153846153834 0.75058696690127069 0.016148683615028862 0.24032879068770058 863.58332104120529 0.012858823407441379 0.025643129833042625 0.4826762246117085 0.0044163251295685777 0.037940833717584617 0.03048502370706881 0.48240454076367395 0.12220462140653188 2.5000000000000004 -0.0059622372500598422 50044.662500000013 -1127.4999999999998 0.0083449990488588827 0.0028286064043641095 13.500000000000002
decision_type=2 8 10 8 2 2 2 8 2 8 8 2 2 2 8 8 10 2 2 2 8 10 2 10 2 2 8 8 2 10 2 10 2 2 2 10 2 10 2 2 2 2 8 10 2 2 8 8 10 8 2 10 10 10 2 2 2 2 2 2 8 10 8 8 10 2 2 10 10 8 8 8 2 2 8 2 2 2 10 2 2 8 10 10 8 10 10 8 2 8 2 8 8 2 10 10 2 2 10 2 2 10 10 8 2 2 10 2 2 2 2
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Tree=550
num_leaves=112
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split_gain=6.28958 7.78501 9.29228 7.55359 10.3303 9.54531 9.45497 11.0205 8.48994 7.12561 9.7814 7.93123 7.80352 9.52021 7.93605 7.41448 7.37702 7.38214 6.88594 6.79328 6.62313 11.2869 10.761 8.38058 11.5568 8.23135 8.94421 8.50259 7.54667 7.41087 6.87312 6.79871 6.5987 6.48281 6.34147 9.71072 10.6341 9.86382 9.89323 9.46416 11.9043 9.16932 8.49777 8.49562 9.05827 7.34482 7.1672 6.94035 14.565 9.60657 9.83654 9.31701 8.70557 10.1035 8.69866 8.1232 8.03944 7.56834 7.04635 9.22726 8.64759 6.73885 6.48961 6.58225 6.45816 7.60434 12.6306 11.3796 10.3693 10.6192 9.78642 9.33366 9.15536 8.75033 8.27407 7.81442 7.47571 8.04912 7.4507 7.44406 7.38357 7.16328 6.88974 11.0337 10.7893 8.03414 7.07682 6.67834 6.40526 7.0251 6.37569 6.36256 6.371 8.36675 8.98569 7.95704 6.62263 7.33179 6.49992 6.27721 6.15993 6.65045 6.10734 6.09435 6.05409 6.03907 8.79088 7.75504 7.66454 7.85092 8.80247
threshold=0.0035109641030430798 56299.500000000007 -719.49999999999989 -0.096834085881710039 7.4213106295149656 44.500000000000007 0.2060127952288679 0.20430000000000001 0.21235850286957389 0.58767881349027051 -953.49999999999989 0.00055000000000000003 681261.75000000012 0.32726918529310883 -0.0075446609407663337 0.14758932844016001 -286.49999999999994 36461.250000000007 0.77551605831255699 0.068450000000000025 675490.50000000012 0.012483655940741302 699750.00000000012 -0.057701479643583291 -1488.4999999999998 0.82225000000000004 -0.0068582836538553229 3.5000000000000004 0.21655985080455295 -2079.4999999999995 82520.250000000015 0.055542479745283709 0.082550000000000026 0.9999988388216634 41.500000000000007 0.4893563484713756 4.5000000000000009 87.500000000000014 -0.050081891939043992 33.500000000000007 -707.49999999999989 0.0028869826346635823 1.0000000180025095e-35 0.17914761452851352 509215.50000000006 -0.000258354892139323 0.046592354774475105 0.98185000000000011 -0.0023923732805997129 12.500000000000002 21017.250000000004 0.99601227645218937 -0.03064352739602327 0.19090000000000004 0.06935189032264287 0.20348141255485264 0.13785000000000003 10.500000000000002 -1064.4999999999998 8961.3956219136035 0.0058718004729598769 -0.003100459347479045 0.43614130434782611 -2444.4999999999995 8.5000000000000018 -155.49999999999997 0.016871261410415176 0.9999985093328686 -684.49999999999989 27.500000000000004 -0.047072138637304299 0.59979187777131682 897750.00000000012 285755.44500000007 -0.010794935282319782 -0.016085671260952946 0.77097551743294968 0.017731850966811184 0.010394194629043342 -1183.4999999999998 0.4946923057928842 615.16885667144459 0.012468617409467699 2.5000000000000004 -0.024971380829811093 -0.028492343612015244 0.064641240984201445 0.39392356087139452 0.23406998189173464 0.016319679096341137 12.500000000000002 0.42976392311050987 0.54191112004505437 0.84465521867192128 -0.0092216846533119661 -0.056060010567307465 -0.015096913091838358 -0.018251391127705571 887.50000000000011 0.23922333704942403 0.010214709211140873 -0.043445967137813561 42.500000000000007 0.26639891467112498 0.51608473603321647 0.71632987179002727 -0.011264979839324949 0.021766153164207939 0.022792207792207798 1.0326950551220999 0.22199820788530469
decision_type=2 2 10 2 8 2 10 10 8 8 8 8 10 8 2 10 10 10 10 8 8 2 8 2 8 8 2 2 8 10 10 8 8 10 2 10 2 8 2 8 8 2 10 10 10 2 2 8 2 8 10 8 2 8 10 10 8 8 10 2 2 2 10 10 2 10 2 10 2 10 2 10 8 10 2 2 10 2 2 10 10 8 2 2 2 2 2 8 8 2 2 2 2 8 2 2 2 2 8 10 2 2 10 10 2 8 2 2 10 8 10
left_child=34 2 99 4 32 6 7 8 -6 10 11 16 13 -12 33 19 17 -5 20 -13 21 28 -22 24 -24 26 -23 -27 29 -11 -30 -25 -3 -14 64 47 43 39 -39 40 -38 -41 46 44 62 -44 -40 48 49 100 -51 54 53 -49 102 -55 57 -56 59 -53 -61 -47 63 -37 105 66 67 82 69 71 -68 72 73 -67 88 -72 -77 -78 103 81 -74 -69 83 84 -66 -85 -84 -81 -71 -90 -88 92 96 95 -95 -94 98 -98 -54 -2 101 -36 -50 -73 -42 106 -1 -108 -107 110 -110
right_child=1 3 -4 9 5 -7 -8 -9 -10 18 12 15 14 -15 -16 -17 -18 -19 -20 -21 22 25 23 31 -26 27 -28 -29 30 -31 -32 -33 -34 -35 35 36 37 38 42 41 104 -43 45 -45 -46 61 -48 52 51 50 -52 58 91 55 56 -57 -58 -59 -60 60 -62 -63 -64 -65 65 68 70 79 -70 74 75 78 80 -75 -76 76 77 -79 -80 87 -82 -83 86 85 -86 -87 90 -89 89 -91 -92 -93 93 94 -96 -97 97 -99 -100 -101 -102 -103 -104 -105 -106 108 107 -109 109 -111 -112
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leaf_weight=53.629939943552017 27.749973725527525 7.3727710861712721 35.419560039881617 18.392821241170171 6.0589754153043023 7.090177862904965 10.670553684234617 4.1773015852086237 28.771727632265538 35.828195739537477 29.894621763844043 18.746446690056473 13.896875016391279 125.13797057326883 31.242782045621425 43.823547867126763 19.661500110756606 3.5638415087014428 31.738295600749552 84.319607338868082 102.51197214657441 56.521687090396881 139.01838803291321 18.972707487642765 233.33994575589895 283.45916397869587 156.05546455830336 442.09778265655041 2123.0383625477552 23.791089989710599 90.6681725573726 460.97480706870556 20.408725054003298 5.4520061984658232 11.828666621819137 9.2120820721611363 84.127760479226708 16.994673758745193 382.25751238432713 20.685657802037895 34.141902385279536 22.586219625547528 26.707517225295305 21.734637880697846 18.283085698261857 12.302319146227093 5.8245444595813742 27.870643467642367 54.887386551126838 54.129613978788257 102.57661797851324 47.381047053262591 55.552055268548429 28.403056786861271 12.291432640515266 103.2179665393196 25.374880372546613 59.671198426745832 39.203085921704769 36.984539454802871 22.055388856679201 17.124039999675006 7.24660925194621 58.571419952204451 50.300840776413679 134.66970344958827 40.522701762616634 12.099680226296185 91.594102472066879 20.658403664827347 51.595308443531394 21.677436220925308 30.035254755523056 241.21413498511538 168.53415958583355 67.904126012697816 90.211022592615336 89.627139106858522 6.2554402952082446 21.947926232591271 9.1180702862329763 25.199486151337624 421.77680694870651 78.731931438669562 38.91575234523043 507.36554693477228 15.27901657484472 32.851614154875278 33.148350975010544 8.151956507470457 9.9280647430568916 13.023067783564327 16.884773224592209 17.469529140740633 66.792237218469381 67.170431537553668 133.7174124782905 1044.1931501654908 130.4123363615945 6.4317655991762868 24.808985758572817 30.227094542235136 10.781812294386325 3.9795924285426727 7.1682735607027999 1489.4399754526094 80.774103999137878 32.877910554409027 208.38691441342235 1041.0140636591241 58.98141086474061
leaf_count=413 645 118 862 536 156 182 231 141 660 819 296 509 305 2814 726 1692 516 137 1525 1939 2386 988 4004 124 5394 5687 3100 5972 35286 426 2032 9892 369 136 143 214 1781 360 8667 489 519 431 781 336 466 339 106 333 472 701 1244 547 621 180 172 1084 337 809 315 324 257 499 97 1179 658 1195 604 271 942 352 922 500 320 2372 2183 757 1534 1567 168 218 245 563 5859 1193 762 7992 260 968 346 91 155 171 161 209 831 728 1481 11200 1341 88 249 283 125 85 113 21304 673 258 2759 10709 683
internal_value=0 0.000771631 0.00788993 0.000651406 0.00706365 0.012067 0.0153535 0.0197258 0.0233905 0.000520362 -0.00237089 0.00135117 -0.00570041 -0.00812352 0.00182625 -0.00124726 0.00916553 0.0161727 0.000796101 0.00213527 0.000884882 0.00137842 -0.000772577 9.41389e-05 0.00262119 0.00346487 -0.000457595 0.004606 0.000507588 0.0079571 0.000276944 -0.00187804 -0.00359566 0.010912 -0.000266017 0.000571444 -0.00166429 -0.00282996 -0.00452841 0.00180759 -0.00147621 0.00999357 -0.00523744 0.00447097 0.00738148 0.00269745 -0.00641878 0.00131955 0.0035649 -0.000849292 -0.00388959 0.00669888 0.000604181 0.00551846 0.0103066 0.00808822 0.00524526 0.0088652 0.00231095 0.00525649 0.0106719 0.00936554 0.0106645 0.0127592 -0.000738384 -0.00163366 -0.00254456 -0.00362336 0.000215059 0.00121067 0.00130452 0.00323472 0.00216859 0.00329658 -0.00268935 0.00277873 0.00444828 0.00678888 0.0136968 0.00379598 -0.00730392 0.0105743 -0.00425645 -0.00275028 0.0044005 -0.00388668 -0.00643713 -0.00162601 0.00403472 0.00864169 0.00416725 6.92116e-05 -0.000103055 -0.00416366 -0.00887276 0.000942288 0.00042101 0.00105614 -0.00347082 0.0150246 0.00590727 0.0105088 0.0163329 0.0180635 0.00757929 -3.41934e-05 0.00405315 0.00027078 -0.000290248 0.000976151 0.00438593
internal_weight=0 4746.3 69.6013 4676.7 84.5502 56.7687 49.6786 39.008 34.8307 4592.15 394.132 188.508 205.624 155.033 50.5917 146.89 41.6182 21.9567 4198.02 103.066 4166.28 3211.46 954.818 852.306 372.358 938.134 212.577 725.557 2273.33 59.6193 2213.71 479.948 27.7815 19.3489 8270.27 2981.88 744.968 629.92 461.211 168.71 125.438 43.2719 444.216 115.048 93.3132 56.1339 388.082 2236.91 532.202 223.571 156.706 308.631 1704.71 159.492 163.007 131.621 97.3375 71.9626 145.624 106.421 59.0399 29.4264 75.0301 67.7835 5288.4 2323.29 1554.26 1214.4 769.037 677.443 339.86 446.95 415.037 375.884 230.493 299.338 247.742 179.838 31.9125 92.0987 39.1533 37.2992 1122.3 675.314 89.2166 586.097 446.984 54.7995 61.9587 41.3003 25.2071 1545.21 1532.19 168.317 84.2618 84.0552 1363.87 1177.91 185.964 34.1817 66.8647 42.0558 65.6692 25.657 41.3102 2965.1 167.282 113.652 2797.82 1308.38 267.368
internal_count=201269 90693 1595 89098 1857 1370 1188 957 816 87241 9606 5329 4277 3110 1167 4140 1189 673 77635 2448 76110 54310 21800 19414 9398 15747 4088 11659 38563 1245 37318 10016 487 441 110576 40695 16377 14085 10752 3333 2413 920 10392 2292 1956 1619 8773 24318 5978 2620 1945 3358 18340 1597 1915 1264 1318 981 1443 1128 581 838 1490 1393 69881 33082 24283 18899 8799 7857 5384 4885 4132 3567 2972 4780 3858 3101 753 2020 565 834 16879 10605 1420 9185 6274 1186 789 437 415 16743 16572 1929 1040 889 14643 12681 1962 733 675 426 597 585 632 36799 1344 931 35455 14151 3442
is_linear=0
shrinkage=0.0227381


Tree=551
num_leaves=112
num_cat=0
split_feature=30 225 149 204 224 69 226 8 222 141 223 185 187 133 209 123 127 132 178 180 217 203 37 46 206 131 214 223 223 69 136 232 137 200 152 180 220 157 31 216 38 182 14 151 222 231 71 41 225 195 43 162 126 222 174 229 217 118 162 228 136 151 50 209 225 220 226 189 229 224 225 127 180 204 93 193 225 224 157 127 202 145 183 208 194 226 222 80 178 165 74 131 93 149 149 191 57 14 205 232 205 149 232 133 35 180 44 195 224 188 225
split_gain=6.2664 8.67506 13.6657 11.4842 12.2059 10.7769 10.4384 10.5414 8.5588 9.76751 10.7084 10.332 9.60176 8.93564 11.224 8.66181 8.21848 8.10934 9.63239 8.08 7.94818 10.5577 9.33198 8.43785 7.64942 7.58956 13.3305 11.1242 10.6211 9.43371 8.56736 7.54646 7.27905 7.26982 7.21653 7.18558 7.36031 7.12837 7.00952 11.0185 10.3199 9.58885 8.33477 9.91856 11.7083 10.232 8.64758 8.217 9.47576 9.22185 8.67968 7.93196 8.711 7.67557 7.62896 7.60345 7.93852 7.54151 9.62722 9.14582 8.0247 8.24823 7.74754 7.43226 7.3601 9.11707 7.17774 9.99971 7.59155 7.56615 7.09411 6.99721 8.24233 6.9794 6.96927 6.87887 9.11521 10.7039 9.58659 7.00387 10.5094 7.36691 6.87771 6.80621 6.76923 6.76136 6.71381 8.80256 9.77476 11.3111 7.5469 7.10649 13.7913 8.362 6.73423 6.71118 6.6739 6.62822 6.624 9.14869 7.80249 7.90083 7.85402 10.7255 8.18373 9.85815 6.83403 7.57563 7.09571 6.95164 9.59906
threshold=3.5000000000000004 0.00071704588481225084 206.60769230769233 0.076201535761356368 -0.0081741530448198301 0.022450000000000001 0.0097239683382213133 932400.00000000012 -0.0056127272546291343 0.047897658630447197 -0.0080477567389607412 2305.6355769230772 8.9395245559038674 0.087186688329526987 -0.0446818359196186 0.99999683265254269 35558.515271428274 0.22924966485328074 0.19139194139194141 5510.1825000000008 -0.013602812774479387 0.027894088998436931 1.0000000180025095e-35 0.030050000000000004 0.035894978791475303 0.25420241673316007 -0.020059013739228245 -0.016692323610186573 -0.023687015287578102 0.0031500000000000005 0.7809863271727665 -0.0080398982390761358 1.5000000000000002 5.5000000000000009 650669.96826923091 7538.0550000000012 -0.012140349484980105 1521660.6900000002 14.500000000000002 0.036053275689482696 21.500000000000004 -1403.6060606060603 0.020479500000000001 -367.49999999999994 -0.0027195893926545973 0.012275543529540302 0.072650000000000006 0.54691683142848524 0.012013860512524845 9.6973220577871757 0.097650000000000015 0.99509778867376486 0.070988785181337485 0.0026857152115553622 5.5000000000000009 -0.0090058571659028513 0.007717713015154005 1.0000000180025095e-35 0.99988937395535793 0.013663645833730699 0.44356676475863482 -1633.4999999999998 0.24335000000000004 -0.025428830645978447 0.0094088078476488608 -0.0043139595072716466 -0.008668173570185898 0.46180371352785149 -0.0063213612884283057 0.0099079175852239149 -0.01603706460446119 4291.0742854875634 8711.527500000002 -0.036623727530241006 -1.4999999999999998 11.500000000000002 0.012826050631701948 -0.0013418492162600157 571597.65000000014 5921.5878951393652 0.13262937217950824 1164.5841710285797 -2584.4999999999995 -0.016695481725037094 0.08631332481907196 0.0084030916914343851 -0.015547876246273516 0.062600000000000003 0.36474501108647456 0.19139194139194141 0.015350000000000001 0.40942304025776699 -1373.4999999999998 615.77500000000009 252.52272727272728 24.500000000000004 0.15785000000000002 0.018421500000000004 0.056555947288870818 -0.0019108210108242927 0.035883525386452682 -462.92857142857139 -0.0013002503546886144 0.061039145220666391 1.0000000180025095e-35 10830.76392857143 0.97295000000000009 30.94868421052632 0.0091400062665343302 0.92282878411910685 0.0084031168371438997
decision_type=2 2 10 2 2 10 2 8 2 2 2 10 10 8 2 8 2 10 10 8 2 2 2 10 2 10 2 2 2 8 10 2 2 10 10 8 2 10 2 2 2 8 2 10 2 2 8 10 2 10 8 8 2 2 10 2 2 10 10 2 10 8 10 2 2 2 2 8 2 2 2 2 8 2 10 10 2 2 10 2 2 10 10 2 8 2 2 8 8 10 8 8 10 10 8 10 8 2 2 2 2 8 2 10 2 10 8 8 2 8 2
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internal_value=0 0.000107645 0.00102016 0.000189778 -0.00134331 -0.00372364 -0.00127393 0.000521771 0.00185559 0.00318629 0.00654892 -0.00285201 0.00255109 0.000805343 -0.0024368 0.00330506 0.00723703 7.49127e-06 0.00465654 -0.000210968 -0.00154575 -0.00265424 0.00104861 -0.00271795 0.00768789 0.0117756 0.00118951 0.00309667 0.00640083 0.00980695 0.0053747 -0.00196653 0.0183339 -0.00501338 0.016482 -4.39143e-05 0.00168224 -0.00385097 0.000120949 0.00548006 3.18582e-05 0.00149553 -0.00220322 0.00028343 0.00243216 0.0112028 -0.000306164 0.000658147 -0.00102479 -0.00124666 -0.00145449 0.00493809 0.00455241 0.000812944 0.0019239 -0.000642559 -0.00270889 0.00195389 0.00243111 -0.0017018 -0.00305708 0.000253592 0.00218425 0.00626198 0.000727481 0.00544001 0.00886886 0.0154106 -0.00595371 -0.00869542 -0.00536 -0.00381664 -0.00561811 -0.000231461 0.00556871 0.00155622 0.00741502 0.00263679 0.0104198 0.0129632 0.00161044 -0.00213635 0.00785051 -0.00418887 -0.00587836 -0.00424956 -0.00525746 0.00472727 0.00875857 0.0103224 0.00406436 0.00577522 -0.0030554 0.000354438 0.00360047 0.0118833 -0.00853163 -0.00381898 -0.0063977 0.00549218 -0.00163141 0.00795753 -0.00548269 -0.00518109 -0.00252136 0.000352034 0.00381702 -0.00413773 -0.00648106 -0.00868028 -0.0113619
internal_weight=0 11996.5 3099.75 2015.95 998.861 435.054 298.687 563.807 458.934 389.905 186.709 261.855 1083.8 599.016 260.875 338.141 149.548 188.593 484.785 8896.71 1765.49 1256.53 300.871 195.205 105.665 71.4661 508.966 352.791 212.104 147.61 106.35 140.686 41.2605 104.873 49.3752 203.196 47.0319 130.956 7131.22 108.103 7023.12 1312.11 262.774 195.818 1049.33 44.2905 5711.01 2438.94 3272.07 3153.3 3057.15 96.153 118.769 2413.03 1366.92 1046.11 148.061 1005.04 948.674 1019.19 652.789 270.939 217.982 106.46 366.406 105.454 77.2822 37.9481 132.867 136.367 381.851 241.402 193.123 59.9816 442.354 144.396 297.958 121.265 176.693 133.961 42.7316 104.195 67.5973 42.4312 373.186 303.005 287.193 21.0125 139.788 125.15 62.3381 39.4494 156.175 101.202 83.8221 34.2285 54.9732 955.656 308.595 16.9081 64.4942 15.8533 48.6409 69.0291 647.061 235.37 158.694 411.691 76.6759 66.9561 56.3951
internal_count=201221 190170 47752 33125 17402 8497 5648 8905 7071 6115 2921 4420 14627 7488 3108 4380 2023 2357 7139 142418 26763 18500 4179 1780 2399 1635 8263 5999 3694 2539 1821 2305 718 1834 1144 3194 766 2171 115655 1045 114610 16159 3474 2505 12685 524 98451 36415 62036 59991 58171 1820 2045 36203 20833 15370 1747 12161 11281 11051 7593 2855 2271 1063 3458 1060 704 435 1301 2849 4738 2888 2633 692 6460 2583 3877 1571 2306 1609 697 1875 975 679 4676 3855 3693 185 1887 1669 479 768 2264 1267 1066 387 997 14321 5421 209 1155 184 971 956 8900 3087 2206 5813 881 969 778
is_linear=0
shrinkage=0.0227381


Tree=553
num_leaves=102
num_cat=0
split_feature=158 231 148 217 194 58 150 230 5 14 39 179 227 226 151 195 14 218 93 35 14 67 39 187 195 123 187 183 229 224 149 231 219 227 219 202 14 187 143 93 5 142 150 217 71 187 145 141 228 202 41 225 5 121 184 79 177 227 93 206 227 141 93 60 177 18 87 225 194 93 7 204 17 233 204 177 205 70 230 42 227 202 152 204 179 225 229 232 229 121 6 135 41 148 184 209 71 203 143 134 232
split_gain=5.95516 9.18215 6.50329 6.98164 5.3221 9.69548 8.11644 9.84003 7.41256 8.80316 7.38327 8.47552 8.29339 8.58996 10.2394 9.78385 7.8704 9.14573 7.90195 7.30692 9.58856 12.8066 8.44683 12.7912 10.2235 7.33291 8.81444 7.02572 6.90159 6.87632 6.60866 6.57773 6.46924 6.40465 7.58005 9.71077 7.90963 7.24948 5.95583 5.92391 8.28222 5.90974 6.77098 5.86199 5.83542 6.27623 5.77125 8.60142 5.70882 6.86586 6.38775 5.67697 7.39019 5.6638 5.25134 5.15807 4.98423 5.84446 6.06716 4.82567 4.64497 4.56528 4.55872 4.55404 4.39428 4.32002 4.24434 4.19073 4.14383 5.313 4.14317 4.05595 3.74697 3.72301 3.68695 6.10808 5.54384 3.60775 3.54109 3.52216 3.39216 3.35718 3.35708 3.34629 3.28516 3.1124 2.91208 2.3741 2.3474 2.26291 2.149 1.97532 1.87818 1.78907 1.65014 1.2307 1.1343 1.12074 0.71497 0.544585 0.170399
threshold=156.37500000000003 -0.0019267581519670782 18.500000000000004 0.0020767389796674256 0.013423423423423427 0.97345000000000004 -1212.4999999999998 -0.0050108793657273045 432490.50000000006 0.034176500000000005 0.66363106555210261 0.499992299412168 0.021981924772262577 0.0080935047008097189 -447.49999999999994 10.948043184885291 0.0071969999999999508 -0.019956720061600205 -2318.4999999999995 1.0000000180025095e-35 0.0070670000000000012 0.0043500000000000006 0.3090525963589959 14.251506024096388 23.530137981118376 0.7163286385707851 13.139211886304912 -685.49999999999989 -0.0013786747585982082 0.0085847014561295527 234.38888888888894 0.010737102944403889 0.023447910323739055 -0.033764088526368134 0.032746836543083198 -0.0329196099191904 0.018119000000000003 9.1488076462052899 -945.49999999999989 -1373.4999999999998 184511.25000000003 -501.73863636363632 -2392.4999999999995 0.0029307093936949973 0.049150000000000006 5.9377155172413802 852.49377456562524 0.51608473603321647 0.0077590798027813443 1.0000000180025095e-35 0.40227454521685124 -0.001415771199390292 169456.50000000003 0.083333194444678807 57123.585000000006 0.0078500000000000011 0.3585714285714286 -0.015735476277768608 -343.49999999999994 0.014206903520971538 0.01883412525057793 0.54753646462538241 -760.49999999999989 0.21740000000000001 0.75500000000000012 -4509.4999999999991 3.5000000000000004 -0.0022809107322245832 0.10050505050505053 -960.49999999999989 29607.750000000004 -0.023535068146884438 -7144.4999999999991 -0.0013299577985890208 -0.020550844259560105 0.89181286549707617 -0.019887545146048066 0.074150000000000008 -0.0040071816183626643 0.012300000000000002 -0.0079427454620599729 0.16200217604637149 63538.213950000012 -0.017159694805741307 0.45496311038213449 0.0054492314811795959 -0.0022313226945698257 0.011731050442904236 0.013926614075899126 0.074754511403564108 497634.75000000006 0.23541865294773365 0.19350502769441602 25.500000000000004 121183.82614285716 -0.022581944242119786 0.15105000000000005 -0.011407792102545498 -1213.4999999999998 0.47051710842436995 0.00078218634007498633
decision_type=10 2 10 2 10 8 8 2 2 2 10 10 2 2 8 10 2 2 10 2 2 10 8 8 10 10 10 10 2 2 10 2 2 2 2 2 2 10 8 10 2 8 8 2 10 10 8 2 2 2 8 2 2 10 10 10 10 2 10 2 2 2 10 8 8 2 2 2 10 10 10 2 2 2 2 8 2 8 2 8 2 2 10 2 8 2 2 2 2 8 2 8 10 10 10 2 8 2 10 10 2
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leaf_count=166 103 84 68 155 102 419 96 72 180 93 129 136 116 559 2063 4253 1524 2311 15287 310 1036 83 4001 2812 200 262 559 1798 55 168 256 126 148 57214 4756 2896 78759 527 119 1872 438 105 93 485 273 73 122 206 212 179 862 87 111 750 650 96 97 438 146 84 107 85 130 103 332 649 53 108 126 132 90 145 164 174 1148 782 821 90 136 162 267 57 854 137 86 84 128 123 80 115 497 165 388 137 114 389 81 64 72 154 71
internal_value=0 0.00583339 5.24792e-05 -0.00523811 0.000101568 0.00101259 0.00586017 0.00971105 -0.000133957 0.0050416 0.000617595 -0.00451075 0.000919146 0.00125127 -0.00116836 -0.00217727 0.00208478 0.0057587 0.00139512 -0.000206436 0.001512 0.00618883 0.00057265 0.0018206 0.00624325 -0.000424637 0.00239238 -0.000264057 0.00843982 0.00782875 -0.00249493 0.0129588 0.0157297 -0.000574816 -0.000514065 0.00223795 -0.00068265 -0.00705663 -0.00386514 0.00440446 0.00589276 -0.00458943 -0.00782655 0.00103223 0.000735039 0.00615295 -0.00305179 1.44184e-05 0.00871666 0.000848072 0.0111016 0.000307573 0.00592884 -0.00697766 0.0189991 -0.000687249 0.0138497 0.01582 0.0180258 0.00153739 -0.00647596 -0.00955744 0.00753044 0.01135 1.1478e-05 -0.00175186 -0.00500487 0.00587834 0.00214311 0.00679828 -0.00935203 -0.00662845 -0.00516955 0.0131803 -0.00781546 -0.00358913 -0.012458 -0.00792052 0.00556057 -0.00387917 -0.0025949 -0.0116034 -0.0104853 -0.00288938 0.00972658 0.00473313 0.0147378 -0.00950957 -0.0138401 0.00626968 -0.0117729 0.0153839 -0.0106986 -0.0134429 -0.0107115 -0.0148939 -0.0022635 -0.00330194 -0.0090507 -0.0138794 -0.00886781
internal_weight=0 84.1962 12920.4 110.423 12810 2625.62 188.858 107.714 10184.3 132.508 2436.77 128.66 2308.11 2183.13 558.467 508.017 1624.66 246.785 1377.88 10051.8 1126.79 180.427 946.367 707.162 221.049 8925.03 445.224 486.113 96.2405 50.4494 129.239 56.9653 48.9116 8479.8 8410.26 479.369 7930.89 69.5444 36.2675 315.985 254.765 124.979 83.4556 90.1638 39.2751 27.3342 239.205 139.117 153.003 38.2994 114.704 81.1435 38.9415 100.088 40.0291 32.7075 75.0069 65.7059 57.8416 45.1445 117.174 65.2786 23.2839 49.9908 38.2612 61.2207 42.202 19.4869 41.5232 26.6428 39.075 27.4239 21.8606 20.6892 108.154 64.5963 43.5578 36.0326 9.0202 18.2523 17.2078 57.4268 70.0479 34.2054 11.4859 13.4077 36.9814 23.6352 31.2832 12.6323 20.4939 10.1263 30.0262 50.0302 20.494 43.2603 6.64578 8.05374 11.941 17.8287 13.2206
internal_count=200980 555 200425 1269 199156 33730 2291 1124 165426 3255 31439 3345 28094 26584 7043 6316 19541 2730 16811 162171 12830 1905 10925 8811 3012 149341 4515 5799 2073 727 1390 1168 978 144826 143625 7652 135973 1201 1182 3125 2310 1510 1147 1044 905 560 2114 1242 1563 391 1172 1167 549 872 830 371 753 681 584 533 3130 736 285 315 594 815 618 204 363 237 346 342 248 285 2887 1930 957 531 243 264 340 651 947 240 215 200 231 867 607 315 744 220 441 594 259 526 196 190 345 651 167
is_linear=0
shrinkage=0.0227381


Tree=554
num_leaves=112
num_cat=0
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split_gain=5.64002 5.93313 5.31184 13.1826 8.72422 11.5315 12.3115 7.17177 7.0317 12.0112 9.27985 11.386 10.8752 13.1115 7.62087 7.13303 8.8778 7.1111 6.94378 6.89351 6.87428 7.67997 6.72823 6.7014 6.6782 6.64144 8.62654 6.57217 7.03972 8.35465 7.8758 8.14772 7.61035 7.59007 6.55435 6.3905 6.35931 6.32185 7.66807 6.30963 6.24797 6.06145 9.83361 6.00448 7.1245 6.00034 5.98739 5.89907 5.87618 9.66737 8.10579 6.38095 6.76005 5.84297 10.113 7.69592 13.1522 11.1894 8.90562 7.47506 10.3676 9.95012 8.87766 11.6883 13.4735 10.7804 13.0369 8.90067 8.33953 10.8746 9.65985 8.08788 7.28299 6.94563 6.67048 6.56815 5.58273 6.44624 6.08882 5.53872 5.50626 5.48396 5.89222 5.46069 7.06912 7.04623 6.51933 5.39074 5.33373 5.33222 5.32931 5.26394 6.89435 5.24567 5.23291 5.22996 5.22865 7.72845 5.22539 5.1822 5.0065 5.26672 4.99047 4.91729 4.86697 4.99042 4.85573 4.84793 4.69386 4.62336 4.40425
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decision_type=10 2 8 8 2 2 2 2 10 10 10 8 10 2 10 8 2 10 8 2 10 8 8 2 10 10 8 2 8 10 2 10 2 10 2 2 2 8 2 8 10 2 2 8 10 2 10 8 2 8 10 8 10 8 2 8 2 2 10 8 8 10 2 2 2 2 2 2 2 10 10 10 10 2 2 2 2 2 8 8 8 10 10 2 10 8 10 2 2 2 2 2 10 10 2 8 2 2 8 8 2 2 10 10 8 2 10 10 10 2 2
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leaf_count=1004 210 184 98 206 134 270 1024 273 721 612 500 158 326 138 6319 1414 137 155 1166 97 170 134 97 491 426 196 455 513 286 268 329 595 373 189 113 799 2088 441 416 350 151 225 933 1236 2777 149 337 808 369 187 308 505 218 1488 332 4039 3545 727 3526 2073 1435 160 259 1091 5873 73024 5268 229 12716 1054 4491 401 297 1052 27425 2874 274 362 119 133 504 110 601 758 109 265 126 424 339 210 112 1616 93 110 157 605 854 255 303 1741 1320 216 646 253 654 169 113 107 199 102 1692
internal_value=0 0.00593563 5.63477e-06 -0.00152244 0.000389782 0.00208502 0.000770969 -0.00481986 0.000144218 0.00170957 0.00292257 0.00344347 0.00523955 0.0108649 0.00355202 1.40487e-05 0.00267799 0.0121036 -0.00398973 0.00255888 -0.00139493 0.00151756 -0.00589531 9.52051e-05 -0.000271392 0.00745512 0.0034502 -5.10715e-05 -0.00231508 -0.00569759 -0.000576826 0.00424281 -0.00124584 -0.00525049 0.0116026 -0.00233869 -0.00253506 0.00913847 0.0136385 0.00644716 -0.00265344 -0.00938637 -0.0115839 -0.00368247 -0.00144282 -0.00941848 0.0112558 0.000177914 -0.00213801 -0.00544687 0.00484234 0.000690592 0.00335083 9.07157e-05 0.00148244 0.00198657 0.00411953 0.000511668 -0.000911402 -0.000127007 -0.000956468 -5.98196e-05 0.000412777 0.00293509 0.0019578 6.47397e-05 0.000272173 0.0130427 -0.00271392 0.00238583 -0.00343754 -0.00575607 0.0105207 0.00581172 0.000254871 0.00201455 -0.00198371 0.00277073 0.00761254 -0.00605584 0.00628533 -0.0104197 0.00118627 -0.00341135 0.000848194 -0.00469151 -0.00642576 -0.00670241 0.0114394 0.00710343 -0.0081501 -0.00847733 -0.0106777 -0.00163858 0.00794131 -0.00726508 0.00105146 0.00406849 0.00972299 -0.00885749 -0.00884594 -0.0107356 0.0147888 -0.000282511 -0.00497484 -0.00713961 -0.0139834 0.00440243 0.00631699 0.00224683 -0.0127249
internal_weight=0 74.8593 12951.2 1069.76 681.897 474.266 424.898 387.86 11881.4 1310.49 997.946 947.231 618.674 131.975 486.699 328.557 199 40.6324 129.557 446.067 326.05 182.515 50.7147 159.63 165.258 98.8481 76.928 10571 615.241 202.196 413.045 116.436 109.671 73.9216 49.3679 51.5818 296.609 64.8543 41.8994 35.7496 272.282 115.579 95.7878 266.899 194.341 42.423 39.3699 165.071 312.545 140.377 30.7681 172.168 125.196 9955.72 1340.03 1261.97 509.594 752.376 598.734 8615.68 3393.87 2253.19 5221.82 625.408 579.629 4596.41 4446.16 45.779 1140.68 139.287 1001.39 150.248 117.6 153.642 2166.84 391.994 134.126 62.8736 40.7202 78.0621 29.7103 92.5244 16.0234 207.631 88.6045 48.1294 119.026 107.211 25.7332 40.4751 108.143 109.609 89.2332 55.3847 30.9449 86.3434 112.627 80.5636 51.9958 57.8863 62.6691 57.8296 98.0079 43.1785 143.535 110.508 85.7314 15.393 16.0353 33.0275 76.501
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is_linear=0
shrinkage=0.0227381


Tree=555
num_leaves=112
num_cat=0
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split_gain=5.49813 10.6488 8.99822 6.76929 6.93948 5.37416 7.52587 11.0408 12.567 9.21638 10.1143 8.78977 8.51645 8.49475 8.46238 9.50662 8.75758 7.86135 7.83709 11.0072 8.93648 8.57944 10.5173 7.55177 8.38868 10.7492 7.5542 7.53572 7.4878 7.43986 7.05278 9.52524 9.73014 7.91012 10.4739 8.23169 8.60993 9.14821 7.5323 10.2526 8.38629 10.2887 7.91487 7.81461 7.77494 7.47481 7.3073 8.68395 7.03281 6.81525 6.80956 6.78062 6.73267 6.60742 6.48306 6.46686 10.8583 11.0832 10.8743 10.5868 9.2066 9.06161 10.3237 10.7342 9.09951 8.54309 8.18573 8.1045 7.97072 8.67541 9.16598 8.22934 7.94997 7.60198 7.33227 7.25895 8.58543 7.12801 14.4204 8.66395 7.87733 7.11281 6.97721 7.82904 6.93004 6.90553 6.82504 6.77599 6.43701 6.30444 6.20231 6.20146 6.1442 6.11898 6.10628 8.80283 8.81785 7.07907 6.58336 6.07077 5.93191 5.91512 8.07246 5.90048 7.08125 6.31168 7.20567 5.86579 5.84156 5.81865 9.51899
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decision_type=2 10 2 10 8 8 10 8 10 8 10 2 2 10 2 8 10 10 10 10 2 2 10 10 8 2 10 10 10 8 8 10 8 8 10 8 2 2 8 2 2 8 2 8 2 10 8 2 10 8 2 2 2 2 8 10 10 2 2 10 10 2 8 2 8 8 2 2 8 2 10 2 2 10 2 10 2 2 2 10 8 10 2 10 10 2 2 2 10 2 8 10 2 2 8 8 8 2 10 2 2 10 2 10 2 2 8 10 2 2 8
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Tree=558
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decision_type=2 8 2 8 10 10 10 2 8 2 10 10 2 10 2 10 2 2 2 2 10 8 2 2 2 2 10 8 8 8 8 2 8 2 2 2 8 10 2 10 2 10 2 8 10 2 2 2 2 10 8 2 8 10 10 10 10 2 10 10 10 8 2 10 10 2 2 2 8 8 8 8 8 2 2 8 10 2 2 10 10 2 10 8 8 10 2 2 2 2 8 2 10 2 2 2 10 2 8 8 10 2 2 10 10 2 10 2 2 2 10
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leaf_count=2075 2275 531 1436 508 714 681 215 211 842 218 91 286 395 71 70 191 423 1944 932 3026 388 74 797 185 263 636 559 251 149 140 839 90 119 267 254 245 895 139 112 333 134 355 83 98 344 688 340 161 149 391 28274 289 2744 480 646 3496 440 598 9057 7647 1453 1149 132 1540 464 50851 9372 763 924 324 5151 140 1642 20596 415 1841 1569 852 170 168 1058 1361 602 622 209 432 1860 1002 93 204 333 978 294 185 200 86 845 1434 237 3970 135 1106 172 471 206 95 159 181 374 2187 204
internal_value=0 -0.00109268 -0.000146977 -0.00445379 0.00241707 0.000616866 -0.000891883 -0.00184952 0.00322074 0.00469819 0.00757343 0.0122984 0.0022775 0.00954292 0.00109621 0.00663116 0.00598444 0.0144049 0.0104282 -0.00101943 -0.00241335 0.000347909 -0.000265399 0.00368156 -0.00623223 0.00990832 -0.00339405 0.000431177 0.00404558 0.00657653 0.0105761 0.0137604 0.0158152 0.000231474 0.00710154 -0.00588909 -0.00227657 -0.00266145 -0.00832979 0.00837474 0.0179652 -0.0034493 -0.00487553 0.000344125 0.00118915 1.16883e-05 0.00948902 0.0125563 0.0181758 0.000934239 0.000321649 0.00488075 0.00708693 0.00308646 0.00478432 0.00665159 -0.00143914 -0.00398721 -0.000164056 0.000635256 -0.00248334 0.000584024 -0.00355284 0.00075319 -0.0019817 0.00102573 0.000833373 0.00537943 -0.00116702 -0.00064104 -0.00116652 0.00307926 0.00513142 -0.0015338 0.0222771 -0.00390163 -0.00116276 -0.00643201 -0.00706664 -0.00599815 -0.00833211 -0.000783815 -0.00133413 0.00745877 0.00405578 -0.00356127 -0.00531429 -0.00280849 -0.00415196 -0.00265367 -0.00515973 -0.0095067 -0.00826033 0.00735318 -0.00576818 0.00384498 -0.00251502 -0.0103176 -0.00355524 -0.00216871 -0.0031323 -0.00940737 0.00698375 -0.00630296 0.00146121 -0.00803295 0.0104749 0.0105426 0.0148955 -0.00745444 -0.00222432
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is_linear=0
shrinkage=0.0227381


Tree=559
num_leaves=112
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split_gain=8.25768 7.25894 7.352 15.018 6.99163 10.7121 8.26864 8.38692 7.33433 6.96392 6.70508 7.5393 7.95082 6.54294 6.43981 6.11444 6.16157 6.97979 6.38198 6.07103 5.83394 9.55922 7.32038 6.70935 5.89928 7.04091 11.1462 7.01617 7.98413 9.35714 6.34237 11.6693 6.29523 5.92479 5.95007 5.88476 6.816 5.76316 5.74973 6.18492 9.77498 10.1244 13.2191 10.42 9.64667 9.42119 9.27655 9.26937 8.74691 8.67085 8.53684 8.41263 10.8115 9.26439 8.25733 10.4675 7.43784 7.39695 7.27528 6.95428 6.256 6.36615 5.89774 5.6505 5.59912 9.04074 6.38801 5.52201 5.34263 4.90867 4.87837 4.87723 4.87344 4.86562 4.75055 4.64191 4.54837 4.46981 4.46685 5.57735 4.38118 4.31555 4.2212 4.16554 4.12252 4.04452 4.04387 3.86585 3.80436 3.77373 5.40876 3.91697 3.74474 5.57302 5.37009 3.73609 3.72133 3.63691 3.63557 3.57162 3.571 3.5104 3.57076 3.47567 3.42461 3.37046 3.33931 3.31659 3.2993 3.19588 3.13786
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decision_type=2 10 8 8 2 2 2 10 10 2 10 10 2 8 8 8 10 8 2 10 10 10 10 10 2 8 8 2 8 2 10 2 8 10 8 8 10 2 10 8 2 8 2 2 10 8 10 2 8 10 10 10 8 8 8 2 8 10 10 10 10 2 8 10 10 2 10 10 2 2 2 8 10 2 2 8 8 2 10 8 2 8 8 2 2 2 2 10 8 2 8 2 10 10 10 8 2 10 2 2 2 10 10 2 10 10 8 2 2 8 8
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Tree=561
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split_gain=5.66481 8.08785 8.35431 7.6669 8.00255 7.60827 7.56783 9.21259 8.59342 7.99595 8.25449 9.42191 9.447 7.4896 7.40941 11.9073 11.9331 10.4938 10.4795 9.80247 10.5391 9.17463 8.57781 13.6759 9.12003 8.9562 8.10671 7.86935 7.80022 8.1971 7.62457 7.38083 7.62105 7.31861 7.26661 7.228 7.35347 9.50872 8.8486 7.15708 7.07725 7.94512 9.50204 7.13513 9.22278 8.13278 10.0102 7.43847 7.00349 9.28184 7.00317 7.25875 7.72338 6.95738 9.26994 10.6056 10.0783 9.10657 8.75609 8.4466 8.15662 10.9279 9.62048 8.66246 7.73734 10.4684 7.69669 7.53726 7.50312 7.32311 7.17596 6.99824 7.64233 6.95118 6.94131 6.90219 6.81789 6.95563 7.82504 7.62578 6.81703 10.559 7.90562 6.7346 6.60253 6.52928 6.40597 6.35344 6.33209 6.33096 6.32142 6.70999 6.55627 6.27669 6.52056 6.17441 6.11948 6.11217 9.16759 13.3127 7.70516 7.52531 7.72586 7.54128 6.07817 6.6844 5.99333 5.9624 8.62788 7.49569 6.82681
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is_linear=0
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Tree=562
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decision_type=8 2 8 8 10 8 2 10 8 8 10 2 2 2 8 10 8 2 10 2 2 10 8 8 2 2 8 10 10 2 8 8 10 8 8 2 8 2 2 2 10 10 2 10 8 2 2 2 2 2 8 10 8 2 10 2 10 10 8 10 10 10 8 2 8 10 2 8 8 8 10 10 2 8 8 2 2 10 2 8 2 10 2 2 8 10 10 2 8 2 10 8 10 8 10 10 2 8
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leaf_count=119 45 121 155 201 150 108 98 204 82 41 158 61 41 496 134 100 4689 1365 459 1301 101 84 152 71 82 136 229 433 1240 233 430 54203 2199 133 27686 2529 215 51391 1607 3707 4545 5184 10826 525 1276 5838 672 269 1924 111 128 200 157 128 70 167 753 111 442 1795 780 1472 66 130 119 102 222 97 65 138 170 265 146 105 137 749 113 1101 98 107 124 92 149 83 99 102 156 91 258 114 110 845 83 80 77 46 77 78
internal_value=0 0.00715236 0.0128851 0.0171494 0.000238791 -0.00499352 -0.00804874 0.000280549 -0.000210188 -0.0052117 -0.00689149 0.000703893 -0.00585491 0.000785804 -0.00144844 0.00389639 -0.00288203 -0.00377429 -0.00593509 0.000730628 0.0068053 -7.39127e-05 -0.000280421 0.00264146 0.00606933 0.00986186 0.000223609 -0.00199969 -0.000200587 0.00620646 0.0138967 -0.000298792 -0.00503365 0.00670348 -0.000145266 0.00101412 -0.000910932 0.00128354 0.0035815 0.00599164 0.000974846 -0.00153917 0.00133512 0.000913037 -0.00349436 0.00259257 -0.00397352 0.00302558 -0.00570096 0.005249 -0.00172888 -0.0084872 -0.00151595 0.00594713 -0.0115396 0.00349858 0.0126394 0.00981403 -0.00109291 -0.000243948 -0.00433039 -0.0129793 -0.0107199 0.00349637 -0.00869757 -0.000642441 0.00189168 0.0120073 -0.0130358 0.00403729 0.0101108 -0.00384439 0.00311361 0.00157409 0.00142102 -0.0112534 0.0150754 -0.0107672 -0.0123879 0.0117483 0.00687847 -0.00858613 -0.00250031 -0.00162556 -0.0146134 -0.0130522 -0.00671033 0.00639852 -0.00651027 0.00741607 -0.00938976 -0.0159666 0.0130147 0.0103293 -0.0159977 -0.0165644 -0.00977869 0.0179605
internal_weight=0 53.2191 38.0788 29.1034 12953.8 94.4882 83.6821 12859.3 5957.63 149.525 141.804 6901.7 77.6539 6824.04 628.44 129.786 498.654 453.497 304.645 148.852 11.867 5808.1 5404.77 403.328 161.449 107.092 241.88 185.815 5362.71 72.8815 31.7064 5289.83 157.548 35.8419 5132.29 6195.6 758.125 5437.48 633.143 385.438 4804.34 598.669 4205.67 478.927 129.583 349.344 279.198 53.9882 225.21 45.157 54.3571 129.937 43.488 21.8202 86.449 35.0866 85.5456 31.3824 41.1751 247.705 149.973 81.1751 68.4583 15.2238 42.0589 88.294 72.96 41.492 56.9599 26.2744 13.4663 12.8081 21.8887 10.5773 11.4984 36.6753 6.9959 51.3795 46.3544 10.806 56.0642 21.6677 16.2904 21.546 52.6156 33.6566 15.1403 3.46895 12.8215 3.67906 19.2705 47.1283 7.72119 32.8234 30.0639 28.076 9.12905 19.6033
internal_count=200956 857 580 425 200099 1805 1590 198294 93690 2697 2532 104604 2686 101918 9119 949 8170 7814 5148 2666 372 90993 87600 3393 1530 1043 1863 1575 86585 1257 582 85328 3439 566 81889 92799 11215 81584 9638 6236 71946 9729 62217 8135 1801 6334 3080 484 2596 356 487 2160 577 285 1583 295 824 245 675 3402 1009 1513 1310 280 1015 528 426 421 1075 825 308 517 246 224 235 970 214 1861 1820 215 288 292 596 219 1009 851 277 189 407 175 192 944 165 164 1224 1147 342 175
is_linear=0
shrinkage=0.0227381


Tree=563
num_leaves=112
num_cat=0
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split_gain=6.62397 8.60302 9.23122 9.91455 10.1906 8.60929 8.32712 8.14357 8.8584 9.2357 7.65365 9.04368 15.6579 10.4035 9.38292 9.1981 11.6682 8.10296 7.79042 7.45511 7.88036 7.36498 7.34864 7.72398 7.31887 7.30099 7.44342 10.4829 7.27962 7.26888 7.23682 7.13291 11.3905 7.85303 7.05181 7.03096 6.95735 6.94397 7.3594 6.88806 8.44193 7.10572 8.83387 8.26442 9.75452 9.33728 9.3619 7.02752 6.96991 6.86438 10.0264 9.24789 9.95328 8.53708 9.28059 7.14598 7.51104 7.46188 7.69794 7.13739 7.13445 10.5242 9.78485 6.79647 6.75198 6.66012 6.63388 6.71534 6.60931 10.3408 7.88121 10.1694 9.87935 8.80205 8.16499 7.27435 6.61036 6.57564 6.49778 7.91331 7.37904 6.77564 6.43392 6.42548 9.38674 7.34054 6.4011 6.42171 6.6673 6.37801 6.29466 6.26016 6.19834 6.19321 6.16297 8.53073 6.41183 6.15542 6.11839 7.6558 6.07703 6.0718 6.54412 6.91915 6.05407 6.03066 6.72548 6.00024 8.66252 5.98566 5.95709
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decision_type=2 10 8 10 2 2 2 2 10 2 10 8 8 10 8 2 2 10 8 8 2 2 8 2 2 10 2 2 2 10 10 10 2 2 2 10 8 8 2 10 2 2 2 8 10 2 10 10 2 8 2 2 10 2 10 10 10 8 2 2 2 8 10 2 2 10 2 2 2 10 10 8 2 2 2 10 2 10 2 8 8 8 10 10 10 10 10 2 10 2 2 8 8 2 2 10 2 8 10 2 2 2 10 2 10 2 2 8 8 2 2
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leaf_count=2748 748 443 195 228 266 746 241 562 165 143 361 291 230 5615 376 333 745 189 1244 515 333 615 365 319 1979 391 906 1660 853 499 303 64 808 918 162 1149 1057 607 165 261 515 318 171 258 203 638 324 670 1096 6164 741 1074 574 797 1344 231 1969 100348 358 1388 1538 6579 1637 3599 205 644 167 357 86 1585 592 281 250 396 180 90 770 191 2277 673 562 2229 991 11414 760 821 676 598 199 231 253 213 94 287 194 280 120 348 314 263 545 798 291 392 5320 210 97 589 378 367 243
internal_value=0 -0.00103252 4.7319e-05 0.000876245 0.00247254 -0.00287888 0.00497071 -0.00182038 -0.000487085 -0.00313283 0.000328604 -0.00100932 -0.00190903 0.000479258 0.00180298 -0.00433291 0.00118179 0.00434386 -0.00586165 -0.00146704 -0.00622984 0.00957581 0.00629467 0.00990168 -0.000346566 0.00586729 0.00690336 0.00381401 -0.003994 0.00142815 0.0109467 0.00165454 -0.00197496 0.00330524 -0.00574083 -0.0076756 -0.00683533 0.00200947 0.00674878 0.000602081 0.00632201 0.00053213 0.00430047 0.00630103 0.00835 0.0101418 0.0164933 -0.00431313 0.00465233 0.000421802 -0.00227988 0.00435618 0.00854218 -0.00392756 0.00050796 0.000573517 -0.00147031 0.00079393 0.0101891 -0.00369717 -0.000921624 -0.00206372 0.00324557 -0.00678248 0.014868 -0.00108181 0.00391915 0.00609026 -0.000149475 0.00118634 0.00281726 0.000322291 0.0080627 0.00771024 0.000674462 -0.00527792 -0.00682545 0.00327329 -0.00556183 -0.00693619 -0.00756626 -0.00260733 -0.00117271 0.000737422 0.00248386 0.000477948 -0.00236719 0.000753259 -0.00367756 0.00951971 -0.00251818 -0.00191572 -0.00716152 0.00783831 0.0121172 0.0184922 0.023482 0.00324892 -0.000920796 0.00365009 -0.0101929 -0.000844213 0.00179111 -0.00171887 -0.00951935 0.00646648 0.0106317 0.00717534 0.00324474 0.0101028 0.00424771
internal_weight=0 2221.72 1407.13 1173.23 737.419 814.582 387.486 435.807 375.213 235.995 10792.1 1827.64 1386.75 701.976 440.888 684.772 124.848 273.741 104.404 606.908 124.564 90.931 78.4559 59.4673 349.933 362.65 328.235 195.541 233.908 182.81 132.695 597.572 186.285 411.287 126.23 111.889 135.56 100.434 57.6614 8964.45 99.018 8865.43 242.886 198.98 164.554 148.787 60.9869 43.9052 87.8 8622.55 452.045 87.1023 63.9854 364.943 138.977 8170.5 790.612 7379.89 34.9029 91.0221 754.332 595.473 158.859 207.674 39.4055 159.203 139.218 116.471 482.344 387.912 326.935 222.597 55.5135 104.338 51.6088 94.4315 60.977 153.469 559.924 422.603 407.353 120.777 137.321 7344.99 940.569 6404.42 167.147 114.48 66.2013 78.5567 167.084 67.7498 39.3978 47.9547 77.2048 33.9575 25.7504 30.1596 70.793 47.9011 53.6297 150.262 114.739 82.6684 286.576 48.2787 35.6437 85.7191 69.0435 70.6027 56.7069
internal_count=201153 24710 13469 11224 7406 11241 3767 3818 3256 2200 176443 30743 24848 10538 5895 14310 1967 3739 1822 7199 1656 1398 1222 889 3639 3501 3110 1901 2245 2341 1209 8716 2183 6533 1375 1213 1200 1000 393 145700 1250 144450 3678 2837 2519 2316 962 841 1354 140772 12369 2389 1648 9980 3816 128403 14471 113932 589 2732 12502 8117 4385 4042 570 1497 1056 889 5543 4393 3537 2369 531 1168 576 1150 856 1660 12343 9075 8784 2791 3268 113343 12174 101169 2156 1480 797 989 1838 502 307 1084 1209 594 400 578 910 596 635 1980 1481 1190 5993 683 473 1158 967 532 758
is_linear=0
shrinkage=0.0227381


Tree=564
num_leaves=47
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split_feature=40 151 190 229 131 17 163 210 231 218 135 223 164 133 142 134 40 144 202 189 122 125 210 218 5 141 230 65 195 142 218 133 6 66 213 144 16 141 195 176 184 206 141 126 156 162
split_gain=5.39113 6.02937 5.72196 6.67862 5.22404 6.6111 5.61228 7.311 5.93348 5.60733 5.43148 10.0753 7.47225 6.99229 12.7126 6.15239 5.68118 7.16275 7.28531 6.93198 7.35356 6.53374 6.49395 4.95407 6.19059 4.47855 4.33538 5.02076 4.13181 4.24741 3.95055 4.12877 3.73935 4.86207 3.54384 2.7886 2.61428 2.55809 2.34453 2.29667 2.05352 1.87795 1.50561 1.05819 1.03211 0.706261
threshold=0.0092724757680630026 763.50000000000011 2.5000000000000004 0.0049173543229699144 0.0020556288106302004 -2718.4999999999995 0.0010793811485336651 -0.00059743921156041313 -0.0014610306243412194 -0.0080763837322592718 0.011004265927172003 -0.025278056040406224 0.00076752645707404282 0.07126973361606391 -1136.5470085470083 0.019950650091850142 0.52183097637863562 -22.499999999999996 0.16119554638862613 0.39631140574536811 0.051227960271598656 7.6262833675564687 -0.039934238418936722 -0.0011888297158293424 146436.75000000003 0.1613116985225492 0.0081459786742925661 0.046250000000000006 13.042705167173255 -973.21637426900577 0.002806527772918344 0.15425920939644441 233808.75000000003 0.099650000000000002 -0.014531558845192192 -63.499999999999993 -344.49999999999994 0.54753646462538241 13.366095146099978 7.5000000000000009 124165.87500000001 0.022994904778897766 0.31171336972116126 0.10157642485233474 818064.00000000012 0.9539017156342966
decision_type=10 10 8 2 10 2 10 2 2 2 8 2 10 10 10 10 10 10 2 10 8 2 2 2 2 2 2 8 8 10 2 10 2 8 2 8 2 2 8 8 8 2 2 2 10 10
left_child=1 26 3 30 5 37 10 8 -8 -9 11 -6 16 25 45 -16 19 18 -18 20 -12 -19 -21 34 -25 -13 27 -1 29 -29 36 42 -14 -34 -3 43 -2 39 -27 -4 -11 -30 -32 -5 -35 -15
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leaf_count=91 194 75 233 129 113 155 131 119 162 106 44413 78 94 121 652 106 110419 1376 3179 284 30955 463 4362 140 101 108 160 172 104 109 97 108 103 298 148 58 98 83 87 82 99 84 79 101 57 80
internal_value=0 0.00412259 9.36612e-05 0.00704847 6.04492e-05 -0.00560573 9.7708e-05 0.00569204 0.0119714 -0.000719636 5.68162e-05 0.00327741 -1.23054e-05 0.004694 0.00213625 -0.00106765 2.61189e-05 0.000596637 0.000449687 -0.000391928 -0.000602745 0.00546331 0.00199298 -0.00072581 0.00455631 0.0107921 0.00775908 0.0101754 0.0123855 0.0162934 0.0114772 0.00206922 -0.00814518 -0.0104838 -0.00606109 -0.00421626 0.016891 -0.00959785 0.0141248 -0.0118694 -0.00642833 0.00299418 0.00893185 -0.0086988 -0.0138661 0.0131424
internal_weight=0 165.459 12815.1 52.2734 12762.8 74.9795 12687.9 83.4449 38.3909 45.054 12604.4 256.453 12348 235.895 174.37 141.069 12298.4 5199.24 5055.97 7099.18 6528.51 143.272 570.667 73.8622 37.7464 61.5248 91.5965 70.9672 61.0417 38.6418 37.4056 18.0043 49.5343 42.14 36.1158 14.8678 19.4013 52.3256 43.8993 40.6258 27.5229 22.3998 10.0888 10.8317 32.9207 33.3012
internal_count=200566 1184 199382 864 198518 553 197965 617 293 324 197348 1345 196003 1232 959 758 195451 115437 113598 80014 75368 1839 4646 464 241 273 720 560 469 281 576 284 552 458 223 288 292 398 195 315 205 188 176 230 355 201
is_linear=0
shrinkage=0.0227381


Tree=565
num_leaves=112
num_cat=0
split_feature=5 14 218 215 217 217 187 149 142 221 143 18 188 206 77 153 210 126 211 187 14 218 19 76 200 93 179 157 230 133 187 17 223 231 220 211 188 170 156 142 149 136 212 133 222 65 210 187 232 200 65 38 223 208 41 128 121 129 157 127 217 37 17 81 44 188 210 17 229 141 178 176 123 123 174 214 126 220 214 224 19 141 141 123 188 229 220 125 70 119 93 72 221 170 174 135 122 207 39 231 208 42 123 188 202 93 131 142 149 218 229
split_gain=6.36467 8.71204 9.31026 8.78782 9.48083 8.19117 6.07727 6.38113 6.74137 6.04953 5.92031 7.52381 5.76298 5.31358 5.88297 5.07398 10.3591 7.1759 7.65751 6.76987 6.72225 6.92158 6.41346 9.75795 7.53873 5.65784 5.99085 5.21201 5.00661 5.2097 4.99738 4.96611 14.397 10.8945 10.2657 11.7981 9.28631 9.26913 9.15765 8.15612 7.71703 7.0701 12.6047 10.5172 7.9666 8.40979 7.86857 8.67813 8.41848 8.11529 7.48641 6.85813 7.65498 7.42612 6.74341 6.65933 6.50463 6.47465 6.39802 6.39135 6.36483 7.74069 6.24522 8.83899 8.97155 7.3336 6.18658 5.57572 5.32893 5.30181 8.75787 6.02622 5.29118 5.17635 4.98458 4.92996 4.89304 4.80933 4.74689 8.25711 7.86882 5.79486 6.62007 4.70607 4.62151 4.50944 4.92671 4.47513 4.45142 4.44081 4.3529 4.17912 4.08164 4.12008 3.92597 3.8303 3.82903 3.76839 3.75371 3.72142 5.45046 3.69439 3.69206 3.61298 3.57648 3.54165 3.49029 3.34737 3.29873 3.27641 3.11379
threshold=378450.00000000006 0.041006000000000008 0.0099974102340638655 -0.0013622756814584134 -0.017767515033483502 -0.012306831311434506 3.1192253020611234 70.550000000000011 -1118.9583333333333 0.015250490978360178 -2247.4999999999995 -3217.4999999999995 0.43908891469867084 0.068823236972093596 0.19790000000000005 2700022.5000000005 0.00086631480371579539 0.082973566474584412 -0.0011265876819379626 3.558195981034094 0.018119000000000003 -0.011717110406607388 11.500000000000002 0.11205000000000002 34.500000000000007 -1265.4999999999998 0.95139521790273907 4010585.9175000004 0.015267034992575647 0.055805126251083935 12.003623188405799 -1028.4999999999998 -0.016692323610186573 0.0069089741446077832 -0.0072059696540236464 0.00086363783339038502 0.34494900437105397 22.020833333333339 315015.75000000006 -1749.8785714285711 225.05000000000004 1.5932357746580819 -0.020326443947851654 0.063095339042784596 -0.0075667467899620524 0.054050000000000008 -0.025366485118865963 27.672619047619051 0.0012776897056028249 11.500000000000002 0.030050000000000004 53.500000000000007 0.02147656120359898 -0.036098591983318322 0.50558277949122454 27902.250000000004 0.090073916157942607 0.53571428571428581 50430.870000000003 6743.2479126630833 -0.0093500348739325983 1.0000000180025095e-35 -2029.4999999999998 0.080250000000000002 0.98585000000000012 0.47072012661566875 0.0060168216004967698 -822.49999999999989 0.0037422503810375933 0.35115548980617733 0.28801843317972359 7.5000000000000009 0.99999778592260746 0.75941861901429675 3.5000000000000004 0.020992119796574119 0.054469482883290544 -0.022599306888878342 0.0012079839943908157 0.022142786532640461 25.500000000000004 0.4760518056804286 0.074019304544970063 0.86326240740394777 0.23442887931034487 -0.0037543090293183918 0.0004819706227863208 4.458590006844628 0.14495000000000002 5.5000000000000009 -1761.4999999999998 0.97935000000000005 0.019185701385140422 26.946778711484598 16.500000000000004 0.22643918138268584 0.054414098124188674 0.0051290737465024003 0.46886729449667675 0.0081816036254167574 0.038058880716562278 0.14440000000000003 0.83472354515812008 0.81797979797979814 0.14503045380115512 -398.49999999999994 0.44109481800313355 -1136.5470085470083 206.60769230769233 0.0019988949643448 -0.0033806056017056103
decision_type=2 2 2 2 2 2 8 8 8 2 10 2 10 2 10 10 2 2 2 8 2 2 8 8 8 10 8 10 2 10 10 2 2 2 2 2 8 8 10 8 8 8 2 8 2 10 2 10 2 10 10 2 2 2 10 10 10 10 8 2 2 2 2 10 10 8 2 2 2 2 8 8 10 10 8 2 2 2 2 2 8 2 2 10 10 2 2 2 10 10 8 10 2 10 10 8 10 2 10 2 2 10 8 8 2 10 10 10 8 2 2
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Tree=568
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split_gain=6.25157 5.62473 5.2419 8.90336 9.87314 8.43963 13.3723 11.7415 7.98372 7.80833 7.71287 11.8524 10.4338 9.57647 10.6591 8.2411 7.50748 7.45585 7.60383 7.30363 7.10556 6.92049 6.65585 12.3131 14.2516 9.20534 7.8123 6.58591 11.0613 10.7535 10.6428 9.54261 6.57007 6.4397 6.99623 8.6138 9.49603 8.8409 10.0661 8.16302 7.84193 8.49384 7.7127 11.0425 8.03956 7.67266 7.54476 6.94882 6.38308 6.37294 6.33955 8.35237 6.47035 6.32927 6.25191 6.19392 6.14312 6.14074 5.85522 5.77346 5.64896 5.64347 5.49845 5.45445 5.41274 5.38923 5.37265 5.23606 5.21955 5.1741 8.00964 5.17257 4.9033 4.72774 5.39889 4.12497 4.12263 5.13927 3.90415 3.87095 3.74803 3.518 3.51467 3.48755 3.3737 3.36337 3.33493 3.23478 3.20812 3.08725 4.11631 3.04263 4.39916 2.80306 2.55934 2.46117 2.21461 1.74719 1.70716 1.49197 1.46786 2.409 1.37145 1.32821 0.179114
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decision_type=10 10 2 2 10 8 2 8 2 10 2 8 2 2 2 8 2 10 8 10 8 10 8 8 10 2 8 2 10 10 8 2 10 8 2 2 8 10 10 8 2 10 8 10 8 2 2 10 2 10 8 10 10 2 10 2 10 2 2 10 8 2 2 2 10 2 8 2 8 2 2 10 10 10 10 10 10 10 10 8 2 2 2 8 8 10 10 10 2 2 8 2 2 10 2 8 10 10 10 8 2 10 10 10 10
left_child=1 2 3 4 5 6 8 68 48 66 11 27 13 14 -13 -15 19 22 56 -8 78 -22 23 55 -25 26 -24 28 59 -30 31 -29 -18 47 35 36 89 45 -39 40 42 46 44 -44 -36 -38 -42 -4 -1 -27 51 -20 -52 91 95 -12 62 -32 61 -5 87 -55 -19 86 65 -56 -9 -60 -7 70 94 84 -66 76 82 -11 77 -71 -14 -69 -63 -43 85 -73 -2 102 88 -49 -37 90 -35 -6 -93 -70 -3 -41 -76 -94 -79 -10 101 -86 -75 -97 -58
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leaf_count=110 70 105 70 80 99 95 3525 1038 85 479 3010 1676 535 339 906 3505 438 108 823 70 642 1225 15120 27529 1568 4422 14152 214 3218 599 383 800 1111 102 8478 143 3314 38344 2374 74 1333 127 16909 8310 6643 1177 1423 191 469 2112 916 126 199 91 516 5525 93 1030 94 476 156 135 130 89 243 2557 94 311 173 114 109 70 167 603 77 99 161 42 92 177 103 391 107 114 549 80 82 108 681 116 1007 131 438 101 122 770 98 208 162 81 140 76 105 49 167
internal_value=0 0.000278261 0.000337326 -3.56739e-05 -0.00239469 -0.000859884 -0.00240563 0.00402552 0.00713895 0.000169605 0.000217179 0.00183719 2.73338e-05 0.00176468 -0.00219833 0.00405937 -0.0040081 -0.00013573 0.00383496 -0.00608879 -0.00402708 -0.00154167 -0.000304651 0.000389531 -0.000289397 -0.00120388 -0.000488752 0.0045516 0.00643657 0.00808929 0.000879872 -0.00560892 0.000859721 0.000907668 0.000816971 0.00168509 0.0018868 0.00210708 0.00293506 -1.8692e-05 0.000320241 0.0047473 -6.2538e-05 0.000873112 -0.00198442 -0.000241846 0.00693426 0.00832377 0.0115237 -0.00398555 0.00557207 0.0106731 0.00217825 -0.00689097 -0.00488849 0.00339676 -0.00520248 0.00538754 -0.00226108 -0.00363511 0.0124646 0.00460162 0.00462099 -0.0071095 -0.00209855 -0.00407045 0.00442737 -0.00637794 0.0153574 -0.00351669 0.00321741 -0.00734156 0.0076676 -0.00540243 -0.00800364 -0.0076352 0.000448074 -0.0039498 -0.0107095 -0.00919833 0.00937637 -0.00507271 -0.0101969 0.00534584 -0.010435 -0.0116896 -0.00960648 0.0171965 -0.0117851 -0.00716405 -0.00891712 -0.0108745 -0.012416 0.0199345 -0.00412786 -0.0123313 0.00259902 -0.0145123 -0.00996121 -0.00534071 -0.0124377 -0.0142494 -0.0133144 -0.0139947 -0.0117304
internal_weight=0 12919.8 12729.5 7701.1 738.488 558.193 427.346 130.847 57.1627 104.139 6962.62 1238.99 748.564 527.419 193.535 333.884 370.183 5723.63 225.941 257.824 221.145 168.907 5497.69 3105.32 2539.71 2392.37 1911.15 490.422 319.779 276.156 170.643 69.0883 112.359 5028.43 4977.11 2436.87 2388.83 2338.51 1727.46 2540.24 2382.46 181.8 2200.66 1483.24 717.414 611.056 150.754 51.3216 42.788 481.215 192.28 69.4498 122.831 180.295 157.784 565.609 33.661 101.555 89.6176 43.6228 38.7256 33.2226 14.4408 48.0354 122.783 106.329 69.789 56.395 26.7078 190.29 40.3002 47.3191 16.4538 149.989 101.637 34.3504 48.3526 32.9246 52.2383 47.5699 24.8406 31.0462 84.4893 8.048 39.2711 75.1642 43.983 26.1323 37.8693 50.318 45.757 90.6775 77.7447 19.1297 26.4083 35.0014 17.1475 65.4001 19.0914 14.3747 35.2765 28.4687 65.7418 31.5129 19.2202
internal_count=200323 199304 197419 101475 9755 7968 5889 2079 745 1710 91720 15720 8920 6426 2582 3844 5144 76000 2562 3595 2494 1867 73438 37632 29097 35806 29272 6800 4373 3817 2427 1014 1549 95944 95419 47429 46434 45209 40718 47990 43614 3274 40340 25219 15121 4491 2756 525 579 6534 2064 949 1115 1787 4376 8535 498 1413 911 556 455 329 238 995 3483 3073 1132 582 369 1885 336 1019 410 1549 1070 578 479 318 627 488 238 518 895 184 835 788 906 299 824 1225 1109 876 777 274 227 893 175 646 204 166 765 625 708 819 260
is_linear=0
shrinkage=0.0227381


Tree=569
num_leaves=112
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split_gain=5.86932 9.46648 11.1855 10.732 10.2093 8.83062 10.4422 8.842 9.85164 8.37146 7.85908 7.70073 8.59509 11.9704 11.1819 7.84478 6.78935 6.7767 15.6686 8.49671 14.7349 10.0872 11.5695 8.50518 8.67183 8.47992 8.04683 7.95572 8.53152 7.93785 8.28566 7.78844 7.7542 14.12 9.41734 9.31568 7.81899 7.64946 13.8695 9.79764 11.8018 8.56254 9.67568 8.85863 8.45145 8.42192 8.34072 10.6741 8.28998 8.62113 8.97653 8.03895 10.0509 7.93565 7.85075 9.72582 8.72655 7.65341 8.20841 10.3851 7.54858 7.48161 7.44608 7.38285 7.18928 7.30093 7.15937 8.86471 8.20788 7.59575 7.15188 7.12218 7.03566 6.98305 6.97758 10.5691 8.82549 6.92316 11.137 6.87991 6.86773 6.82434 6.75835 6.7427 6.72597 6.68118 6.60891 6.93433 6.60797 6.55589 6.51537 6.51463 6.45078 6.37813 6.3746 6.37029 6.37019 6.41004 6.36878 6.24225 6.2136 8.54362 9.23363 7.37799 16.1067 7.31252 7.19995 6.20837 6.15323 6.12629 6.10141
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decision_type=2 10 2 8 2 8 2 8 10 2 8 2 10 8 2 8 2 2 2 2 8 8 10 10 10 2 10 10 2 10 2 2 10 8 10 2 2 10 10 2 2 2 10 2 8 10 10 8 10 2 2 2 10 2 10 8 2 2 2 2 10 10 2 10 2 2 2 10 2 10 2 10 2 10 8 2 10 2 2 10 2 10 8 10 10 2 2 2 2 2 2 2 8 2 8 2 10 8 10 2 2 2 8 2 2 10 8 8 10 8 10
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leaf_count=289 821 877 146 914 230 269 2044 479 230 631 630 93 991 252 229 1005 143 448 877 168 366 788 362 1188 613 2962 1513 182 703 435 422 480 242 1028 270 16068 1924 632 1182 1057 911 8371 3306 1455 2255 234 1744 772 155 519 821 132 331 7470 790 256 3208 13176 1894 439 143 87 1992 184 477 879 731 1434 1512 510 145 464 646 3187 972 395 614 453 225 365 3052 3626 87 311 1034 1142 1384 232 4471 527 1891 375 392 284 1165 876 750 165 352 463 38039 2156 1713 9850 9466 392 5932 321 314 962 1536
internal_value=0 0.00154669 0.00463991 0.0066044 0.00846746 0.0105205 0.00747804 0.0110959 0.0140437 0.0200246 -0.00185521 7.95455e-05 0.00160956 0.00289191 0.00629579 -0.00120152 0.00803067 -0.000204259 0.000498746 -0.000620958 -0.0017484 0.000250428 -0.00081106 -0.00010177 0.00523851 -0.00149364 -0.00026125 0.00204393 0.00657556 0.00905397 0.0133417 -0.00298321 -0.00335735 0.000402537 0.0091163 -0.00416727 -0.0029722 0.000318398 -0.000654032 0.000166698 0.00159489 0.00310123 -0.000656776 0.00465569 -0.00224874 -0.00472541 0.00124459 0.00526738 -0.00180228 0.00217151 -0.000963884 0.00722143 0.0125941 -0.003206 -0.0066173 -0.00766492 -0.00964784 0.00076391 -0.00204127 -0.00389459 0.0167977 0.00905991 -0.00392287 -0.00667255 0.00484065 0.0067865 0.00145834 -0.000842458 0.00244503 0.00309072 -0.000109514 0.0187788 0.00818183 -0.000249193 0.00316668 -0.00212584 0.00822296 0.0132842 0.0175403 -0.0055214 -0.00637482 -0.00458359 0.0239392 0.00676174 -0.00152924 -0.00294707 0.00916498 0.0101841 -0.00203248 0.0026679 0.00101298 -0.00856509 -0.00354723 0.00347095 0.00295682 0.00221836 -0.00125594 -0.00651087 0.0106236 0.00601713 3.35663e-06 0.00199821 0.00665404 -0.000330856 0.000129687 -0.00233637 0.000615135 0.00641742 -0.010083 -0.0068192 -0.00339202
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internal_count=201097 16548 8720 6575 5661 4801 3937 2753 2274 864 860 7828 5471 4480 2081 2399 1852 184549 72856 111693 38789 13633 10962 72904 2447 9279 70457 2285 885 1683 1248 6994 25156 4142 1190 21014 2952 72056 37342 31672 19430 14043 4217 9826 5387 5670 34714 3991 12242 2304 1698 3359 1246 9938 4488 4254 3464 30723 8578 6550 915 606 9462 2439 2671 2194 22145 6947 15198 13686 68944 886 1834 3667 2113 1367 746 920 678 3327 4946 20383 718 1042 1400 2147 1709 1616 5905 1406 2948 4315 2145 2028 1604 1268 1184 915 800 631 67837 10090 2002 57747 47505 10242 8088 476 3940 1107 2357
is_linear=0
shrinkage=0.0227381


Tree=570
num_leaves=62
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split_feature=173 126 190 229 41 228 40 230 216 177 228 14 219 231 183 161 187 215 117 157 7 188 232 150 142 220 220 93 73 186 79 214 41 29 144 190 185 230 162 171 217 10 218 144 208 93 180 195 215 62 215 43 192 134 161 222 41 145 145 41 229
split_gain=5.55428 5.06316 4.87738 7.02971 5.79359 5.62206 5.05255 6.01456 6.52191 5.74808 6.37909 4.9724 7.97136 9.2515 9.40752 8.71916 7.62446 11.9585 9.57974 12.0779 8.25448 6.541 10.639 13.0151 9.09816 10.1598 9.95081 7.65458 6.19731 13.5565 10.1431 7.54641 6.19962 6.04324 5.31251 4.5785 4.51415 4.49079 8.31034 7.03544 4.40142 4.55089 4.24387 4.17833 3.79006 3.75232 3.39488 3.35654 3.50338 2.99364 2.75602 2.64603 2.46395 1.8738 1.61736 1.20221 1.14511 0.889094 0.729543 0.444882 0.372409
threshold=0.76388888888888895 0.62422328632730395 2.5000000000000004 0.0041316899005323657 0.31314102321966769 -0.0057301248889416448 0.76702993007865949 -0.011057547759264706 0.011927799321711065 0.60357142857142865 0.0030864203581586484 0.018717500000000001 0.034603150561451919 0.0012001274153590204 -2424.4999999999995 0.28333173351280477 21.301515151515158 0.026394035667181018 1.0000000180025095e-35 683670.08250000014 31655.250000000004 0.57583690306203417 -0.0034541401546448465 -2040.4999999999998 -1749.8785714285711 0.025049261748790744 0.025646798312664035 -1146.4999999999998 0.70815000000000017 17902.102500000005 0.018350000000000002 0.010480003897100689 0.056667959622386258 2.5000000000000004 -231.49999999999997 14.500000000000002 337.63446428571439 -0.013384044636040924 0.68889576925236751 158.50000000000003 -0.027980549260973927 1.5000000000000002 0.026430202648043636 -63.499999999999993 -0.019027800299227234 -1.0000000180025095e-35 29216.803500000005 23.684697855750493 -0.0057204267941415301 0.15515000000000004 0.0033742423402145509 0.067850000000000008 0.57200460829493094 0.40909758317832373 0.10072236659331309 -0.0093192178755998594 0.52899129269997625 324.31106455121261 962.28797228484859 0.65207838533897733 -0.0042737263720482579
decision_type=10 2 8 2 8 2 10 2 2 10 2 2 2 2 8 10 10 2 10 10 10 10 2 10 10 2 2 10 8 10 8 2 8 2 10 10 10 2 10 10 2 2 2 8 2 10 8 10 2 10 2 8 10 8 8 2 10 8 8 10 2
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leaf_weight=9.7897721086628717 6.6099606757052269 2.6932613328099277 110.71733827097341 4.0116177652962479 7.370905113406482 7.5127150155603903 3.0110574495047358 5.3603823618032065 5.4285793225280932 36.58016126556322 2.5702275945804987 233.04336589574814 9.0877057984471339 10.932523551397027 98.288796491920948 64.981046818196774 333.79749940312468 6.8875899948179713 49.570371774258092 20.975658264011145 115.79232976771891 927.35748415300623 408.96073198318481 663.23003500862978 2888.6526383997407 219.45195084251463 69.554330348968506 422.93553358316422 22.371033720672131 44.776283955201507 277.61996039375663 15.672176660969852 4007.1791531289928 1529.2471347996034 53.847194125875831 5.2339275348931533 4.3588649947196236 88.884667527396232 9.1950992913916689 14.28573893336579 14.678649932146071 42.675089027732611 3.1324660303071132 5.3074286477640298 21.31990834325552 2.4793835282325736 5.1081803282722822 2.985905977897346 5.270971139892934 2.6009900509379804 5.5544519638642669 8.6592589006759226 4.3853058200329533 2.1227245442569282 15.411565311253073 12.165811081416903 2.3674341915175319 7.7419988685287544 1.6959801889024673 1.6859747157432137 12.285303585231299
leaf_count=89 77 89 1600 58 147 115 144 267 222 1867 93 3978 146 188 1418 635 5611 123 997 370 2170 15764 5974 9499 47437 3487 1077 5849 155 487 4534 212 61150 18301 291 125 95 1284 126 196 306 766 110 68 377 93 91 98 200 104 95 303 135 76 522 200 140 180 83 115 471
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internal_weight=0 12978.7 12961.6 52.3971 35.336 25.5463 12909.2 113.218 22.0239 91.1945 39.4928 12796 6378.41 316.975 193.677 163.27 6417.56 584.377 520.136 70.546 449.59 5833.19 1728.17 1072.19 4105.02 3108.1 996.912 655.979 6061.43 448.786 388.337 60.4485 5612.64 5536.43 76.2182 14.9094 15.5884 123.298 20.1276 103.17 64.2413 57.3537 23.9044 17.061 30.4076 51.7017 18.1753 49.2223 8.25688 10.2024 13.0672 11.2295 40.9655 17.1013 20.7719 18.7758 7.60136 11.7536 4.70704 7.11455 14.408
internal_count=200980 200703 200067 843 537 448 199224 4716 933 3783 1390 194508 91100 4370 2576 2053 103408 10343 9148 1367 7781 93065 25300 15473 67765 50924 16841 9827 86730 6833 6134 699 79897 79451 446 596 491 1794 314 1480 1195 1072 899 306 523 2393 301 2300 298 369 210 396 2002 636 789 277 265 238 227 337 547
is_linear=0
shrinkage=0.0227381


Tree=571
num_leaves=67
num_cat=0
split_feature=14 158 231 147 226 204 204 217 184 222 130 195 195 191 93 13 123 207 205 157 18 59 222 229 204 82 201 39 203 207 226 51 132 227 128 69 186 205 153 219 217 134 157 161 155 205 218 57 226 149 3 203 195 211 69 222 134 211 190 128 217 144 209 141 17 142
split_gain=6.64714 5.07587 7.06521 6.77149 6.82533 6.49858 5.0122 5.07253 4.99283 4.98302 4.97181 4.8669 8.45427 8.32028 9.77434 10.2611 10.778 7.69983 8.61728 12.5225 8.84902 8.747 12.8939 7.36453 6.8201 8.94067 6.77271 6.64081 9.86259 13.0852 8.38642 7.20674 9.3183 7.53326 6.58916 8.08755 7.89176 6.5804 6.46147 8.66057 7.60511 6.41665 6.28619 5.63993 5.60648 5.60607 5.47086 5.35185 5.20785 5.13066 4.85582 4.50538 3.97026 3.90726 3.58806 3.35567 3.33547 3.2054 2.9125 2.73403 2.72692 2.3722 1.79568 1.63098 1.02089 0.677601
threshold=0.0013045000000000003 146.49000000000004 0.00054905656725168239 19.500000000000004 0.0068395209964364776 -0.024101037532091137 0.036121757701039321 0.0057164910249412068 58492.125000000007 -0.0025847700890153642 0.37676039104834119 13.366095146099978 13.484660267268964 41.500000000000007 -180.49999999999997 3.5000000000000004 0.9999988388216634 0.047895362600684173 0.022944505326449875 138888.90000000002 -5006.4999999999991 0.82685000000000008 -0.013984852936118839 0.016517970710992817 -0.097684107720851884 0.0029000000000000002 0.010471491228070177 0.40194251297076861 -0.045992160215973847 -0.010024481453001497 0.023641576990485195 0.018850000000000002 0.056110160426547741 -0.026969176717102524 30003.000000000004 0.015050000000000003 17512.5825 -0.052036326378583901 895587.75000000012 -0.01374791096895933 0.036236498504877097 0.24839044111165068 722715.75000000012 0.518142498579519 73705.781250000015 0.034018747508525855 -0.019637171179056164 0.092050000000000007 0.0087252142839133757 -278.24038461538458 1.0000000180025095e-35 0.017583751119673256 18.400787401574807 0.036232963204383857 0.00085000000000000017 -0.0047491432633250943 0.40909758317832373 0.014647013507783415 16.500000000000004 44107.312500000007 -0.0023051628377288576 -151.49999999999997 0.002732206718064845 0.085214269632101575 -1254.4999999999998 -613.267857142857
decision_type=2 10 2 10 2 2 2 2 10 2 10 10 10 10 10 2 10 2 2 8 2 10 2 2 2 10 10 10 2 2 2 8 10 2 10 8 10 2 8 2 2 8 8 10 8 2 2 10 2 8 2 2 8 2 8 2 8 2 10 10 2 8 2 2 2 10
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is_linear=0
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Tree=572
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is_linear=0
shrinkage=0.0227381


Tree=573
num_leaves=107
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decision_type=10 8 10 2 2 8 8 2 10 8 10 10 10 10 2 2 2 8 2 2 2 8 10 10 10 10 10 10 2 10 10 2 10 2 8 2 10 10 10 8 2 2 8 10 2 10 10 8 2 2 10 10 2 10 2 10 10 2 10 10 2 10 2 2 2 2 2 10 2 10 10 2 10 2 10 2 8 2 10 10 2 10 10 2 2 2 2 2 10 8 2 2 10 10 8 8 10 10 2 8 2 2 2 2 2 8
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internal_value=0 2.59368e-05 0.00263199 0.00948719 0.0167994 -6.03051e-05 0.000488103 0.00199045 0.00341626 0.00656375 0.00139946 0.00233472 -8.84649e-05 0.00315761 -0.000125125 -0.00136881 0.00521836 0.0126331 0.0166 0.00349674 0.00512918 0.00967031 -0.000522767 -0.000574671 0.00295432 0.0050398 0.0105354 0.013961 0.00195575 -0.00165897 -0.00243321 0.00174146 -0.00415729 -0.000202602 0.00707604 0.0116577 0.0165709 -0.00031717 -0.000116488 0.00413418 0.00157469 -0.00474875 0.00685344 0.011779 0.015605 0.00957791 0.00144965 0.00143561 -0.000422944 -0.000735157 -0.00455228 0.00299623 0.0110962 0.00641504 0.00291686 -0.00420563 0.00425054 -0.00239036 0.00623625 0.00823606 0.00951195 -0.000614009 0.0079411 -0.00105443 -0.00402821 -0.00716314 -0.0105605 -0.00580629 -0.00612796 -0.000666075 0.00017048 -0.00118853 -0.00394578 -0.00451439 -0.00111722 -0.00653755 -0.00822146 0.00243219 -2.26876e-05 -0.00579972 -0.00659212 -0.0089259 0.00103305 0.00328032 -0.00284978 -0.00187687 0.00457391 -0.00750453 0.01989 0.00765041 -0.0094782 -0.00993222 0.0106868 -0.00543213 -0.0101012 -0.00887228 -0.00395069 0.0165206 -0.00855051 0.00745856 0.0130388 -0.00777869 -0.0132549 0.00477659 -0.00285996 -0.00901921
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is_linear=0
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Tree=574
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decision_type=10 10 8 10 8 8 2 2 2 10 2 8 8 8 10 8 2 2 2 2 10 10 10 2 2 10 8 2 10 2 8 2 2 2 2 10 8 10 2 10 2 8 10 10 2 2 8 10 2 2 8 2 8 8 10 2 10 2 10 10 2 8 8 2 2 10 2 2 8 8 8 2 8 2 8 2 8 8 8 10 10 2 10 8 2 8 10 2 10 2 2 2 2 10 8 2 2 10 8 10 2 2 10 2 2 2 2 2 10 2 8
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shrinkage=0.0227381


Tree=577
num_leaves=89
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internal_value=0 0.00871064 0.000209444 -0.003401 0.00614708 0.0002677 -0.00499168 -0.0068202 0.000309085 0.00212262 0.00486136 0.0174012 -2.10659e-05 0.00838129 0.0145702 -0.00108497 0.00591019 -0.00238332 0.00374659 0.00537559 0.00298617 0.000188917 -0.00112492 9.89896e-05 0.00184108 0.00280678 -0.00300447 -0.00410872 0.00379247 -0.00411962 0.00384776 -0.00416946 0.000416015 0.00188026 0.00218426 0.00292541 0.000197597 0.000343962 0.00120986 -0.000190364 -0.00242597 0.00194604 -0.00453585 0.000380979 -0.00592726 0.00163919 -0.00749042 -0.00197605 -0.0040282 -0.00352434 0.0123603 0.00971575 0.0198494 -0.00511603 -0.00608239 -0.00774632 0.00433286 -0.00847934 -0.0106014 0.0104468 -0.00296854 -0.00744215 -0.00894511 -0.00991966 0.00337756 -0.0125909 -0.0112178 0.0042167 0.0122396 -0.00860041 0.0254138 0.008651 0.00239739 -0.0144171 0.0106277 -0.00580077 0.00537887 0.0015904 0.0134178 -0.00583255 0.0081391 0.00220025 -0.00266754 -0.0084045 -0.0126404 0.0287142 0.01647 -0.0051169
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is_linear=0
shrinkage=0.0227381


Tree=578
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Tree=581
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Tree=582
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Tree=584
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split_gain=5.74713 10.7601 9.2739 7.44115 9.69882 8.87328 7.0395 6.7087 6.57315 7.35811 6.37525 8.21129 6.63414 6.47914 6.31341 7.06454 6.24705 9.31853 7.84134 8.63976 9.50775 8.80442 8.64006 7.49607 6.61887 6.61265 8.46734 6.58243 6.55541 6.31786 6.24325 6.18712 9.09749 9.00466 10.5657 10.0792 13.1736 13.1442 11.5938 10.0317 8.88246 8.82041 8.47079 10.1994 9.99543 7.65347 10.9497 9.67291 9.6137 9.36188 7.76706 8.61641 8.26536 9.46113 8.15917 7.89144 10.878 7.42893 7.33083 7.24135 7.23412 7.05646 11.2789 7.36391 7.0377 6.9378 6.79488 6.6022 6.59574 6.3396 6.86856 6.24738 6.15741 6.1009 6.06584 5.93002 6.74375 5.88431 5.742 5.73173 10.1334 6.44533 5.43964 5.42403 6.4976 5.41109 5.84466 5.19899 5.00358 5.64062 4.87084 6.83639 5.50496 5.1039 4.73998 5.18479 4.70564 4.67762 4.618 4.43644 4.43261 4.38207 4.72958 7.89616 6.23332 4.3748 4.35216 4.76705 4.29956 4.29092 4.27324
threshold=0.088199281339237504 0.094283850350470863 1343727.6075000002 9231.8175000000028 13196.767994327805 1.0000000180025095e-35 1329.314058028617 88751.250000000015 0.047897658630447197 0.13815000000000002 -2892.4999999999995 0.15630493573653917 0.0031918198801577096 1.0000000180025095e-35 0.019503978081047538 21.500000000000004 -2866.4999999999995 0.075150000000000008 29265.000000000004 -1630.4999999999998 0.12613636363636366 -0.0021191568812355395 101.50000000000001 79492.050000000017 -446.58571428571423 17.500000000000004 -0.00030155436252243811 2.5000000000000004 9.9006172839506181 0.070950000000000013 2305.6355769230772 720022.50000000012 0.75229053159009662 0.0011521974229253831 0.52183097637863562 1356.5000000000002 -3632.4999999999995 -1493.3166666666664 -2635.4999999999995 0.40809126091528386 0.013277318575888803 -2539.4999999999995 8.5000000000000018 0.011095109861344101 -0.012604709248989819 8219.6550000000007 0.097359350938141201 0.7947368421052633 0.57112201103617422 0.032242194713124957 0.020104502327740196 0.33790689767322551 0.51984151783493726 9564.2550000000028 10.668560606060607 -1445.4999999999998 0.10475000000000002 52.412046543463383 3438.1800000000007 41.282683093771396 -0.008160272613167761 -283.49999999999994 0.15499902954752345 1.0000000180025095e-35 0.56760194049160495 0.003917407477274538 -0.03060048911720514 0.40554483505046357 0.00079087566700764011 -689.94444444444434 -0.033518241718411439 0.97545000000000004 0.91557780417444434 0.26532453624784941 0.0040926311630755672 0.0078852502629160898 2.5000000000000004 5.5000000000000009 -22850.499999999996 -0.01374791096895933 0.22188541044624407 7187.3325000000013 -0.0012152104754932223 13.500000000000002 3.5000000000000004 6.0113636363636376 0.71100000000000019 0.037409937009215362 0.052367504686117179 0.012312485836446287 -0.0094296457245945913 0.13350000000000004 0.026312432251870636 1298.5000000000002 3150022.5000000005 232504.67750000002 -0.010424354113638399 -273.49999999999994 221053.11500000005 -0.00854350673034787 12823.567500000001 1.5000000000000002 0.41614423167230563 0.0078088331501930961 0.0049061207100749024 2479.0950000000007 -657.49999999999989 -0.00077632715692743648 0.002632935182191432 0.15761574820046395 -0.0040928199887275687
decision_type=8 10 10 10 2 2 10 2 2 10 8 2 2 10 2 8 2 8 8 8 10 2 10 8 10 8 2 2 8 8 8 10 10 2 8 10 2 10 10 10 10 2 2 2 2 10 10 10 10 10 2 8 8 10 10 10 10 2 10 2 2 10 10 2 8 2 2 10 2 10 2 10 10 8 2 2 10 2 2 2 10 8 2 2 10 8 8 2 2 2 2 8 2 10 8 8 2 10 10 2 10 8 2 2 2 10 10 2 2 10 2
left_child=2 6 3 7 5 8 90 98 -5 14 11 12 88 99 15 -10 18 24 75 20 21 -20 78 -24 29 85 27 -27 -22 72 97 45 61 35 39 38 37 -37 67 57 -41 -40 44 -44 -36 50 60 48 66 -50 52 83 55 64 -55 58 -57 -35 -12 105 87 63 106 69 -54 96 -48 -34 -38 73 -71 -64 -18 -33 -67 76 -9 -28 -21 80 -53 -81 -11 84 -52 -19 -87 -47 89 -3 91 -2 101 -94 95 -6 -65 -8 -1 100 -13 102 -92 -104 -105 -49 -63 -108 -85 -61 -32
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leaf_count=1094 331 359 691 427 172 444 137 250 3100 268 758 424 395 510 462 229 846 264 474 316 1245 490 156 444 496 603 363 1087 3346 407 105 318 201 2886 2043 1224 3210 5181 2490 2535 316 4422 4165 2155 4136 305 1908 123 63351 2505 511 172 744 253 593 3019 185 922 3216 134 542 553 154 174 17791 230 10971 2216 2834 85 803 104 772 799 107 106 104 1908 2838 6887 3415 1992 266 289 221 87 1729 96 120 200 1894 561 206 157 268 386 429 119 305 1617 356 76 679 212 110 76 172 152 149 76 198
internal_value=0 7.64771e-05 0.00154949 0.00181578 0.00430965 0.00560425 -0.0042574 0.000798112 0.00663516 0.00761566 0.000188786 -0.00386865 0.00328012 -0.00675212 0.00870355 0.00995434 0.00125829 0.00289349 -0.000644972 -0.00141415 0.00156196 0.0113414 -0.00463931 0.00437552 -0.00175784 0.00472553 0.00649797 0.0109283 -0.000469788 0.00121449 0.00347098 0.000261547 0.00118121 0.00174953 0.000312524 0.00312576 0.00466459 0.00769413 0.000305764 -0.00190411 -0.00586423 0.00232135 0.0024157 -0.000397797 0.00499693 -5.61282e-05 -0.000588086 -0.000711644 -0.000819066 -0.00132339 0.000856156 -0.000701351 0.00171238 0.00275101 0.0107544 -0.000403103 -0.0030002 0.000380436 0.00199618 0.00833339 0.00822963 -0.0017466 -0.00601081 0.000105511 0.00226175 -0.00434589 0.00113336 -0.00639827 0.00172691 0.00263024 0.00628282 0.00370106 0.00382039 -0.00142752 0.00258292 0.00991611 0.014304 0.00292045 -0.00674094 -0.0015098 0.0012782 -0.00264064 -0.00262118 0.0043756 0.00057297 -6.80973e-05 -0.00225668 0.0158995 0.00846795 0.0116743 -0.00581082 0.000568159 -0.00740806 0.00213313 -0.00412985 -0.0081137 -0.00834758 0.0104417 -0.00595499 -0.00882868 -0.00194624 -0.00884733 -0.00964095 -0.00343264 0.00692014 0.0139779 -0.0100691 -0.00321375 0.0093935 -0.00194878 -0.00415511
internal_weight=0 11406.9 1547.85 1518.96 432.141 377.172 280.115 1086.82 347.307 315.387 11126.8 188.116 53.7278 134.388 286.255 249.747 1024.04 548.4 475.636 450.289 236.492 33.9038 213.796 38.6599 155.062 393.338 284.929 119.399 202.589 113.071 45.1034 10938.6 2802.41 2349.76 1154.66 1195.09 769.54 371.992 425.554 562.563 200.88 331.508 592.1 286.783 305.318 8136.24 5141.35 5078.1 5026.23 3996.65 2994.89 1062.93 1931.96 1294.05 64.156 637.912 305.295 361.683 332.617 51.8727 63.2514 452.649 131.223 321.426 1229.89 114.081 1029.58 94.0467 397.548 207.344 106.639 38.8965 92.6443 100.705 42.8812 25.3471 20.4476 165.53 175.136 922.132 265.769 656.363 29.1324 140.798 85.549 108.409 94.6993 25.1995 34.9094 29.8272 235.012 48.1699 186.842 23.9465 54.9684 37.6496 71.2002 21.9059 62.7831 113.007 38.4139 162.895 156.378 53.8707 17.8951 31.4937 92.3265 38.6249 55.2485 20.3789 23.1975
internal_count=200507 174064 26443 25752 6022 5196 4785 19730 4752 4325 169279 3981 1074 2907 3791 3329 18331 8562 9769 9309 5555 964 3754 600 2521 6041 3961 1690 4591 2025 559 165298 45016 40936 19158 21778 12449 6405 9329 6659 2851 6912 12499 6320 6179 120282 80087 79144 78735 65856 40195 13636 26559 19381 846 7178 3204 3808 3974 409 943 4080 1135 2945 18535 940 12879 2417 6044 2005 888 258 1618 1117 337 460 354 2271 3154 12466 3587 8879 534 1170 732 2080 1816 401 679 559 4226 892 3334 363 826 558 603 256 1399 2397 780 2971 2895 1001 322 199 877 324 438 210 303
is_linear=0
shrinkage=0.0227381


Tree=585
num_leaves=112
num_cat=0
split_feature=38 12 214 187 86 17 7 228 31 209 223 121 177 232 209 127 156 131 119 214 145 58 128 152 198 55 124 208 208 7 221 228 127 188 227 221 149 228 221 232 182 179 221 134 214 38 216 162 184 5 123 123 51 7 127 219 214 19 79 230 130 210 154 184 228 217 171 151 166 207 183 143 55 66 179 187 177 219 200 216 219 209 226 180 214 26 121 207 156 152 127 200 223 188 219 228 179 187 161 131 223 122 191 202 171 223 152 81 156 209 157
split_gain=5.85788 8.80091 7.42199 10.5708 8.98643 7.21327 7.63473 7.07164 11.4198 9.98903 11.4888 9.4169 8.87586 12.3066 8.73394 9.27984 9.47108 8.33011 8.41519 8.30066 7.95286 8.52559 8.31619 8.67628 7.94175 7.63042 10.1459 7.31491 10.1865 11.1374 13.2862 11.4545 8.67231 8.03132 8.26106 7.86799 7.86247 7.53538 8.34839 8.7445 8.49136 7.78214 7.42732 7.16608 6.72493 6.70044 9.93736 9.40516 11.1456 9.05843 8.59723 10.0662 9.13818 9.08003 8.73306 8.77323 10.4153 10.7985 9.95095 8.78255 11.7491 9.29222 8.58636 8.51591 8.46404 13.0799 8.43228 7.87549 7.76648 7.76295 8.27913 7.66949 7.62708 7.57438 7.53035 7.6514 6.86328 14.1258 9.07799 8.01014 9.24257 7.52857 6.67247 7.93986 7.03483 7.27856 6.65853 6.63972 14.7921 8.03867 7.33324 7.10308 6.61541 6.56358 6.45597 6.4534 6.41941 6.70436 6.41395 6.39176 6.3881 6.27169 6.24098 6.22789 6.19739 6.34405 6.77522 6.07064 7.22381 7.23401 6.81626
threshold=41.500000000000007 3.5000000000000004 0.05171491205692292 4.7781104457751171 0.073350000000000012 -10030.499999999998 25008.750000000004 -0.00080637523205950845 10.500000000000002 -0.003882214659824967 -0.0023685884661972518 0.086956017647573311 0.56385869565217395 -0.016587305814027783 0.0012298799701966347 14258.371466184048 178511.37750000003 0.056907870646720211 1.0000000180025095e-35 0.004670079331845046 688.80193128934309 0.98735000000000006 33728.250000000007 127868.94406250001 0.037499888889238685 0.025050000000000006 34.271047227926083 -0.037133557721972459 0.0040535158477723607 10851.750000000002 0.020578558556735519 0.013663645833730699 23861.689510490556 0.96168526130358212 -0.017206039279699322 0.035161722451448447 663.87500000000011 0.0026024612598121171 1.0000000180025095e-35 0.0065442044287920007 -807.48809523809507 0.87510127194941811 0.021728140302002433 0.20322403142195616 -0.024804770946502682 21.500000000000004 0.05027256719768048 0.96147025938763597 35816.812500000007 85437.000000000015 0.83472320030121805 0.79529295915391496 0.019250000000000003 8997.7500000000018 4106.0036221012024 0.015975119546055797 -0.0033057018881663676 16.500000000000004 0.087550000000000003 -0.0020540286786854263 0.56368415197090183 -0.012517526745796202 1624907.2500000002 42436.500000000007 0.001437070139218122 -0.01517330016940832 31.500000000000004 635.50000000000011 1.0000000180025095e-35 -0.041281795129179948 -2609.4999999999995 -2502.4999999999995 0.022750000000000003 0.050050000000000004 0.77720002290118173 7.3665229885057473 0.64495798319327746 -0.01539402501657605 26.500000000000004 0.001645876211114228 -0.015148275066167114 -0.009792854078114031 -0.017398398369550701 15785.770500000002 0.01133251190185547 16.500000000000004 0.24032879068770058 0.044481648132205016 377235.33750000008 154272.09000000003 25382.165435404302 9.5000000000000018 0.014097261708229782 0.58212458832597591 -0.0031160782091319557 -0.0097316671162843687 0.78836327383091931 7.8762881338638921 0.36762833120222604 0.42238204786079309 -0.020393125712871548 0.038171413462796247 14.500000000000002 -0.042029999196529381 166.50000000000003 0.02629915997385979 232504.67750000002 0.15015000000000003 638732.25000000012 -0.05104719661176204 1463987.2500000002
decision_type=2 2 2 10 8 2 10 2 2 2 2 10 10 2 2 2 8 8 8 2 10 8 10 10 10 8 2 2 2 8 2 2 2 8 2 2 10 2 2 2 8 8 2 8 2 2 2 10 10 2 10 8 10 8 2 2 2 8 10 2 10 2 10 10 2 2 10 10 10 2 10 8 10 10 8 10 10 2 8 2 2 2 2 8 2 2 10 2 8 8 2 8 2 8 2 2 8 8 10 10 2 10 8 2 10 2 10 10 10 2 10
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Tree=588
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leaf_count=640 4478 2223 125 1146 145 866 2381 1618 469 346 2801 2589 1484 2285 79 576 50 289 4948 602 254 867 122 153 691 169 315 1643 260 1481 987 628 271 1441 390 326 6434 3876 101 634 313 4140 919 369 564 524 1063 3361 611 511 344 605 316 4564 1326 274 910 874 359 375 3122 2914 5940 5925 1199 781 632 1622 1693 3781 541 842 1346 2445 674 566 877 142 1175 124 5994 304 226 400 1160 1142 291 941 204 250 2327 1236 581 2119 200 2914 2167 380 10763 397 867 936 245 4589 1108 26457 17230 1703 3045 458 797
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is_linear=0
shrinkage=0.0227381


Tree=589
num_leaves=110
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split_gain=5.39323 5.24671 9.41614 8.57856 9.1676 7.56363 9.72218 7.11805 7.03922 6.23955 5.98928 5.74305 5.98844 5.91467 5.6004 5.1523 7.01422 6.26161 4.88153 4.97351 4.75384 4.84883 4.72118 6.7599 7.72687 7.25641 10.5566 8.59902 9.67378 8.43052 7.07324 9.62821 6.69446 5.74242 5.58976 7.83261 5.73006 7.19344 10.5585 7.7607 7.64283 7.01573 6.53916 7.53368 5.7139 5.70409 5.62665 8.41116 10.1591 15.0843 8.84639 8.18446 7.78818 9.63938 7.75607 7.26823 6.87143 10.3878 6.80742 6.16311 6.05021 5.59362 5.97082 5.14355 5.09463 5.71686 5.38379 4.95124 4.6441 5.06849 4.43524 4.42768 4.42251 4.41196 4.02895 3.78428 6.02515 3.75478 3.63951 3.57248 3.55377 3.52179 4.15771 4.13989 3.46293 3.42583 3.37446 3.29012 3.159 2.91501 2.91277 2.72973 2.65181 2.62524 2.46507 2.38974 2.37361 2.29489 1.93746 1.92542 1.76461 1.75269 1.64805 1.53301 1.24351 1.18791 1.09703 0.75577 0.197411
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decision_type=10 2 8 10 8 10 2 2 10 10 2 8 2 2 10 8 2 2 8 10 2 10 8 10 8 2 8 2 10 10 2 10 2 10 8 2 8 10 2 10 2 2 2 10 8 10 2 2 2 10 10 2 10 8 10 2 10 2 2 2 2 2 10 10 2 8 2 10 2 2 2 2 8 10 2 10 10 10 2 10 2 10 2 8 2 2 8 2 2 10 8 8 10 2 10 8 2 2 2 2 10 2 10 10 10 10 10 2 2
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Tree=592
num_leaves=112
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split_gain=7.25469 5.82793 9.35312 10.0639 9.79712 8.56166 8.09179 7.82523 6.95891 6.63202 6.76288 6.40304 6.36481 7.33938 6.26784 14.0632 9.48428 10.7598 9.99435 9.80274 9.62543 9.25462 17.6168 10.8611 9.29773 8.40708 8.28331 8.19559 8.48303 7.94655 7.68922 7.59262 7.27919 7.1351 7.94238 7.10472 9.13482 6.93488 6.73158 6.61195 7.05496 6.79876 8.41911 8.46073 8.37481 10.0757 8.43718 7.23698 6.60137 6.40557 8.80398 7.3414 6.94213 6.35653 7.34981 6.25917 6.07117 5.87234 9.84908 7.6013 5.86796 5.58891 10.5943 6.67483 8.10205 7.17465 5.62708 5.7574 5.51952 5.32394 5.32204 5.84762 5.83713 5.31444 5.22173 5.63723 5.73498 5.07562 4.8773 5.81214 4.84406 4.80152 4.59657 4.53262 6.24028 5.59381 5.54652 4.5427 4.45726 4.43484 4.36759 4.17554 4.10419 4.03513 3.87584 3.87488 3.86961 3.71342 3.61195 3.60877 3.19072 3.15924 2.99808 2.78172 2.62346 2.48657 2.35655 2.28661 2.25527 2.1932 2.17074
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decision_type=2 2 10 10 2 2 2 8 2 8 8 2 2 2 10 10 2 10 2 8 10 2 2 8 2 8 2 10 10 8 2 8 10 10 2 2 10 10 8 2 2 10 2 8 8 8 10 2 2 2 8 8 2 10 2 2 8 2 10 8 10 2 2 2 2 8 2 8 2 8 8 10 10 10 10 10 2 8 10 8 8 2 2 8 2 2 2 2 8 2 10 10 8 8 2 10 2 2 2 10 8 2 8 2 8 10 10 2 10 10 8
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leaf_count=122 641 88 380 106 100 138 2303 152 142 191 226 99 4135 262 3274 5336 3204 638 749 15034 6771 346 94 424 120 21699 104 320 2919 1778 556 11413 5038 270 113 170 554 5493 363 109 66 248 79 3531 426 3006 349 262 1503 21585 156 387 5441 127 747 598 699 11591 951 34517 1077 169 2523 1254 187 212 292 635 226 1568 55 378 99 298 195 262 135 531 134 170 168 259 126 88 234 114 190 1922 241 221 124 75 394 127 292 58 195 939 286 59 163 111 185 100 808 64 192 504 56 173 75
internal_value=0 8.51412e-05 -0.00179637 0.000154912 0.00546776 0.000156806 0.000208378 0.0065823 0.0116231 -0.00489435 0.00273435 0.012551 -0.00628629 0.0019039 0.000279045 0.000735888 0.000285795 -0.000523972 0.00134479 0.000950832 -0.00169869 0.00312209 0.00568415 0.0089838 0.0184548 -0.000825585 0.00135999 0.00669587 0.00802785 0.00653069 -0.000625078 -0.000193512 0.0017721 -0.000136174 0.00755198 0.00512702 0.00690275 -0.00305682 0.0057703 -0.000310557 -0.00423365 -0.000144486 -0.00226467 -0.00524066 -0.000102441 0.00302072 -0.00348759 -0.00623703 -0.0010922 0.000183439 -0.00259803 0.00644104 -0.00382856 -0.00157147 0.000825701 -0.00177822 0.00859137 0.000454322 -0.000772879 0.0010713 0.00378626 -0.0023721 -0.000204443 0.00181961 0.00661057 -0.00155162 -0.00605254 -0.00770336 -0.00149784 -0.00907585 0.0152316 0.0194431 0.023127 0.0094129 -0.00774999 -0.00859429 0.00148396 -0.00354514 -0.00463497 -0.006527 -0.00592096 0.00924773 0.00252083 -0.00764713 -0.00926857 0.00216776 0.00155063 -0.01166 0.00752144 -0.00988592 0.00505431 0.0148255 -0.00809739 0.00462811 -0.00440003 -0.0112248 0.0093263 -0.0107009 -0.00982933 -0.000863373 -0.0109229 0.0117828 -0.0127664 -0.0071304 -0.0123955 -0.0072105 0.0170483 -0.00941889 -0.014692 0.00152653 -0.0114485
internal_weight=0 12972.5 790.273 489.884 126.501 77.3183 12182.2 41.5309 30.9434 300.389 45.0718 49.1825 255.317 38.3179 12015 6768.47 5702.48 3233.96 2468.52 2308.68 544.111 1065.99 426.591 277.708 45.5927 3077.07 639.397 159.844 151.532 232.116 148.882 2405.09 1764.57 483.653 46.9291 156.89 138.395 671.978 155.744 5246.55 204.52 5042.02 668.58 276.195 392.385 204.571 187.815 261.989 436.724 4373.44 381.568 41.3575 340.211 153.893 125.268 363.383 111.069 3991.88 1334.77 2657.1 97.7773 354.934 229.087 199.605 79.0312 120.574 125.847 112.51 44.6751 105.862 43.4971 30.5183 24.6904 20.8552 216.999 205.604 23.2109 113.174 167.202 132.836 19.6891 25.3827 34.3661 127.798 110.09 17.7079 20.4754 89.6143 35.7088 182.393 7.85804 14.4893 27.4904 11.3952 18.5451 29.4819 15.821 172.975 28.6256 13.3182 50.6269 8.44874 85.8842 35.7874 47.107 17.4627 21.5822 30.6896 37.2676 12.9787 26.4405
internal_count=201186 200545 18162 10042 2313 1409 182383 624 472 8120 1216 904 6904 890 178645 89980 79338 45303 34035 30047 9975 10642 4090 2668 466 43941 6552 3988 3668 2202 1422 33112 20072 5160 383 1362 1192 10829 1392 88665 3833 84832 9956 3872 6084 3432 2652 3793 4777 74876 6232 635 5597 2740 2327 7729 1062 68644 22536 46108 1824 7496 4832 4176 1441 2735 2664 2372 330 2203 805 532 477 564 6014 5692 397 1087 3738 2991 672 544 747 2903 2619 284 424 2195 335 5295 292 373 503 322 418 656 329 5074 413 318 1093 233 2107 785 1027 326 330 679 864 273 579
is_linear=0
shrinkage=0.0227381


Tree=593
num_leaves=112
num_cat=0
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split_gain=5.17489 9.03886 6.3432 6.08767 6.78287 7.0968 6.59575 6.07404 7.08321 6.59829 5.83726 5.7191 6.68802 7.02306 5.68188 7.62636 6.01524 6.33156 6.12645 5.60972 5.55999 6.15376 5.5324 5.09115 5.00453 9.97358 7.82766 10.7972 8.30978 8.09709 8.56438 8.68551 8.29056 7.38469 7.10752 6.92332 6.91935 9.52572 7.68979 7.4381 6.72149 7.50993 6.24695 8.44347 8.2483 9.44442 9.16041 7.74378 7.41367 11.9295 9.70837 8.6443 8.62626 7.41709 7.10594 7.52058 8.5821 12.115 9.38179 8.6042 8.06469 7.48408 10.2874 11.1034 9.73297 7.38397 6.95406 6.89283 6.80728 6.76315 6.7359 6.60715 6.82612 6.60007 9.6534 8.22888 6.52945 6.46062 6.25247 7.8227 7.73546 7.6681 6.22616 6.61034 5.90164 5.88913 5.83316 5.78352 5.75065 6.08308 5.79443 5.73 5.65483 5.5865 5.58165 5.57129 7.6074 5.58346 5.41155 5.33373 5.23617 5.16109 5.15268 5.13997 5.03234 7.07368 5.02525 4.89405 4.88451 4.86041 4.78814
threshold=-0.025368761271238324 -1399.4999999999998 0.25066844919786102 18829.466590909095 -0.039295038208365433 935.50000000000011 -0.0090541350655257685 -0.037200391292572015 -0.010781886056065558 -0.008232479449361561 63003.037500000013 0.50107296137339075 0.64365079365079381 0.010336247738450767 154699.39478365387 33.934291581108837 0.17725000000000002 -0.015135114081203936 0.046921797096729286 0.98985000000000012 -0.0067407321184873572 -1032.4999999999998 0.18668249033351605 0.013296257704496385 15.500000000000002 -0.018774900585412976 1.0000000180025095e-35 0.078300000000000022 -188.49999999999997 0.091462346724720825 0.74643384174507221 -0.058465790003538125 0.021148382686078552 0.22295000000000001 -0.021664196625351902 0.34891304347826091 361635.75000000006 0.0025397483259439473 0.075131591057373617 -0.020719377323985096 0.012373337987810375 112285.95945000001 -0.026220974512398239 0.052648523822426803 29.500000000000004 1.0000000180025095e-35 0.00096548176952637743 -0.041281795129179948 0.50481533622244101 4.5000000000000009 -11685.499999999998 -0.094608664512634263 0.049903484788662564 0.018139271996915344 0.19845000000000004 25.296372347707052 0.012050193734467031 -0.014608682133257387 0.0085752084851264971 4418.3453571428572 0.54583651642475173 8058.113892045455 0.16045000000000001 0.82843137254901966 41.500000000000007 0.26045000000000001 0.23101259585393788 0.07605000000000002 0.96057556838059099 0.014851216692477466 -0.014977237209677694 0.015102546662092211 -1452.4999999999998 0.14099392029107846 2.5000000000000004 0.17999853334538266 12.500000000000002 0.085650000000000018 86137.125000000015 -99.499999999999986 0.99998353460761102 0.99999368208744122 0.042000000000000003 0.041550000000000011 0.30865607941623363 -0.010800699237734078 250485.53812500002 0.15665000000000004 0.22285000000000002 1.0868294594254511 -0.044822540134191506 0.0018500000000000003 -0.006184141617268323 207457.65000000002 -0.00087158870883285988 -0.0069935561623424283 0.096106406678969733 0.98941527705703158 0.0082543496973812597 1.5000000000000002 0.32706478490067431 0.19926795253272275 133233.00000000003 54.266318394651769 0.20115000000000002 0.34100000000000003 0.052669889832447046 0.054146613925695426 -0.035508617758750909 -0.010733326431363819 417693.75000000006
decision_type=2 8 8 8 2 10 2 2 2 2 8 10 10 2 10 2 10 2 2 8 2 10 8 2 2 2 2 8 2 8 8 2 2 10 2 10 8 2 8 2 2 8 2 2 10 2 2 2 8 8 2 2 10 2 10 2 2 2 2 8 10 10 10 10 10 8 10 10 10 2 2 2 8 10 2 10 2 8 10 8 8 10 8 8 10 2 10 10 10 10 2 8 2 8 2 2 10 8 2 2 10 10 10 10 10 8 10 2 2 2 10
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Tree=596
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decision_type=10 10 8 2 2 2 2 2 2 8 10 2 2 8 10 2 10 2 2 2 10 10 2 8 10 2 8 10 2 10 10 8 8 8 10 10 8 2 10 10 10 2 10 2 10 10 2 10 2 8 2 2 2 2 8 2 2 2 10 8 2 8 2 2 10 8 2 2 2 10 10 2 8 2 8 2 2 2 2 8 10 2 10 10 10 2 2 10 2 10 10 2 2 2 2 2 2 2 2 10 8 8 10 2 2 10 2 10 10 10 2
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leaf_count=209 1285 1324 264 438 4028 9259 243 1193 263 380 2896 120 678 230 294 354 373 2220 1043 314 916 356 128 169 296 598 913 4342 170 116 297 92 784 366 109 198 450 477 250 1161 315 188 2465 135 146 509 175 179 859 470 108 914 320 259 271 676 786 248 2044 2720 251 3723 368 464 206 210 69 771 332 658 1344 3370 17129 552 5595 14415 1814 2260 78204 107 118 508 132 153 937 942 1633 539 717 122 138 470 354 89 435 373 1391 2171 521 222 227 135 236 312 104 533 287 388 596 224 841
internal_value=0 -0.000673305 3.13718e-05 -0.00286339 0.000348499 -0.000423767 0.000784978 -0.00373338 0.000239866 0.00558827 -0.00539207 -0.00149322 0.00296237 -0.00792088 -0.00304221 -0.000612053 0.00367602 0.00557151 -0.000691627 0.00338266 0.00585129 0.00303983 0.00958581 0.00383896 0.00533647 -0.00203002 -0.00280599 0.007443 -0.0047919 -0.0029049 0.00457411 0.00972565 -0.011293 0.00046647 0.00277975 0.00777496 0.0144294 0.0221693 0.000995281 0.00215383 0.00645901 0.00302005 0.000321936 0.00406313 0.00453975 0.00771204 0.0129958 0.0161057 -0.00197938 0.0117244 0.0147099 -0.00131702 -0.00173154 0.000218106 -0.00283244 -0.00384737 -0.0046622 -0.0060745 -0.00213434 -0.00940284 0.00132296 0.000332404 0.00502267 -0.00139431 0.0100455 0.00471171 -0.00876263 0.000256194 -0.00193727 7.51477e-05 0.00469409 -0.00197794 0.000428406 0.00167718 0.00446531 0.00038785 0.000101833 0.00356503 -6.02929e-05 0.0143366 -0.00804068 -0.00636124 0.00180012 0.000857097 0.00252601 -0.00173865 0.0058868 -0.00586386 4.87386e-05 0.00813875 0.018811 0.0223717 0.00976802 0.00968576 -0.000896601 0.00447144 -0.00214325 -0.0035079 0.00264787 -0.0057875 -0.00373002 0.018671 0.0140676 0.017865 0.0220196 0.00968069 0.00364089 0.0117221 -0.00321099 -0.00132717 -0.0031767
internal_weight=0 2990.24 2268.74 721.508 2189.64 1707.05 1172.03 649.784 193.537 93.3561 456.248 190.004 108.068 79.0977 535.021 808.883 163.391 146.49 319.288 129.79 108.693 482.588 67.624 363.146 297.741 66.2779 65.405 231.463 100.181 45.2725 71.724 41.128 63.3696 9994.86 578.533 144.676 60.0786 30.9637 433.857 84.5978 61.4254 29.1149 9416.33 245.422 195.904 121.441 61.603 51.0223 237.953 46.8108 40.3535 34.5154 645.492 9170.91 323.819 303.506 288.854 248.81 120.397 128.414 59.8378 8847.09 132.528 60.9158 71.6124 57.5113 34.2274 8714.56 627.968 378.31 113.009 265.301 8086.59 1668.99 521.054 1147.94 6417.6 278.927 6138.67 26.91 266.244 215.733 414.964 379.13 308.014 137.581 170.433 71.1165 43.5146 60.3092 20.5832 17.8207 40.7252 19.5686 74.4633 40.3826 629.589 189.498 50.8344 138.664 40.2691 45.3142 47.9956 35.3858 28.2084 35.8335 29.2007 45.3767 217.544 178.61 160.067
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is_linear=0
shrinkage=0.0227381


Tree=597
num_leaves=112
num_cat=0
split_feature=18 225 153 154 14 5 133 200 142 228 52 187 60 75 68 141 45 14 232 204 206 135 14 35 203 141 179 175 123 214 214 216 179 130 133 200 122 26 209 16 122 189 125 5 183 210 207 39 191 57 180 207 76 207 131 211 190 210 14 226 18 190 123 131 7 14 17 180 5 133 142 60 156 131 209 155 229 151 233 179 123 179 133 45 38 5 130 206 131 225 35 42 28 39 120 183 204 183 211 26 223 30 67 7 183 14 213 161 214 157 129
split_gain=5.70036 7.39133 9.1267 8.1339 7.20246 8.29198 7.88336 7.68472 7.59058 7.57627 10.5107 11.7065 7.28835 7.14382 7.78727 6.86168 6.83069 8.88142 8.84233 6.89626 8.12 6.54477 6.5092 6.50285 7.38969 8.25908 9.46083 8.87337 9.80346 9.28488 7.36518 6.64245 6.59024 6.4318 8.16289 10.0151 9.01331 6.42838 6.4193 6.40794 6.37794 6.34314 6.34246 6.30657 8.08579 8.61189 8.08045 10.1606 8.6142 9.82527 8.29395 7.94559 7.71184 8.54844 7.64647 7.34319 9.97167 10.6512 9.00712 8.01031 9.52342 7.22382 7.17909 11.4396 6.83332 7.23762 10.6408 7.15607 6.79761 6.60505 6.59902 6.45424 6.17353 6.09828 5.8787 6.49715 5.84313 5.78642 5.72125 6.09547 5.55686 5.63875 5.29802 5.15054 5.11756 5.07791 5.02432 5.82148 5.58446 4.94817 4.88512 5.41563 5.83001 4.87791 4.87743 4.87655 4.85733 4.79961 4.78453 4.71613 4.66557 4.58347 4.36701 4.34482 4.15217 4.14433 4.04389 4.01059 3.98914 3.91864 3.76434
threshold=-4763.4999999999991 0.021574083715677265 208021.74750000003 2123715.2175000007 0.034176500000000005 423675.00000000006 0.14641833835581838 5.5000000000000009 -1321.4907407407406 -0.023797055706381794 0.15310000000000004 9.4056012534273421 0.045250000000000005 0.21000000000000005 0.0058500000000000002 0.13862351628885164 0.69060000000000021 0.0096434999999999525 0.0019871948752552275 -0.038636365905404084 -0.0093406238593161089 0.06935189032264287 0.0076745000000000008 1.0000000180025095e-35 0.030242385342717174 0.27237434134008603 0.52056820375315793 3.5000000000000004 0.86325816545756684 0.0029029521392658357 -0.0089768581092357618 0.00082206027582287799 0.33386097501325818 0.72109257722551434 0.098977071100621053 83.500000000000014 0.03808792895492534 10.500000000000002 -0.035979976877570145 -2506.4999999999995 0.052279045190162299 0.1622776622776623 10.495550992470912 135128.25000000003 -559.49999999999989 -0.013109759893268345 1.0000000180025095e-35 0.68293814344909953 47.500000000000007 0.11425 23235.795000000002 -0.039996573701500886 0.26725000000000004 0.012616198044270279 0.30887519162356597 -0.011007515247911213 102.50000000000001 0.0086058350279927271 0.0072894999999999514 -0.011714182328432797 -334.49999999999994 116.50000000000001 0.87320882555287649 0.64701191498913058 26642.250000000004 0.0049810000000000011 -2330.4999999999995 25772.092500000002 54022.500000000007 0.12929495143114278 -1025.579831932773 0.0056500000000000014 135779.87250000003 0.23873644441780714 0.0057251462712883958 57303.750000000007 0.00072880773223005246 2420.5000000000005 -0.017088058404624459 1.1111776470256363 0.79113708396126192 0.64176337894955859 0.16222924807535552 0.68380000000000007 38.500000000000007 184511.25000000003 0.69073538387466649 -0.027735065668821331 0.16146308817158692 -0.01742872595787048 1.0000000180025095e-35 0.065050000000000011 2.5000000000000004 0.27777915766069922 4.7919171768570097 -2533.4999999999995 0.023009738884866241 -1167.4999999999998 0.024327032268047336 9.5000000000000018 0.018490363843739036 2.5000000000000004 0.0043500000000000006 23775.750000000004 -984.49999999999989 0.020479500000000001 0.01465684548020363 0.16345713649785296 -0.027134718373417851 612436.50000000012 0.45000000000000007
decision_type=2 2 8 8 2 2 10 8 10 2 8 8 10 10 10 2 10 2 2 2 2 8 2 2 2 2 8 10 8 2 2 2 10 8 10 10 10 2 2 2 10 10 2 2 8 2 2 10 8 8 10 2 10 2 10 2 8 2 2 2 2 10 10 10 10 2 2 10 2 10 8 8 8 10 2 8 2 10 2 10 10 8 8 8 2 2 10 2 10 2 2 8 2 10 2 10 2 8 2 2 2 2 10 10 8 2 2 10 2 8 10
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Tree=600
num_leaves=112
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decision_type=2 2 8 8 2 10 2 2 10 2 2 2 10 10 10 2 2 8 2 8 8 10 10 10 2 2 2 2 8 8 2 2 8 8 10 2 8 2 8 10 8 2 2 10 8 8 10 10 10 2 2 10 2 8 2 8 10 2 10 8 2 8 8 2 10 2 2 8 10 2 2 10 2 10 2 8 8 8 2 2 8 10 2 8 2 10 2 2 10 2 8 10 8 10 2 8 8 10 8 8 2 2 8 2 2 2 8 10 10 8 8
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leaf_count=794 197 242 241 5997 602 2673 1058 1547 153 1106 1353 909 296 251 448 1085 352 3031 398 1962 3295 141 808 652 541 494 759 238 191 2556 173 789 2518 552 689 310 283 14281 1065 786 554 1041 501 787 231 231 349 238 305 1638 5533 428 975 420 1602 9580 230 248 4895 1078 174 1720 6284 871 793 1458 690 4496 339 11321 265 324 111 114 794 2141 3026 526 186 130 470 590 266 2674 136 208 452 486 235 185 742 3228 388 151 463 1349 1583 768 14391 2791 340 317 6836 1070 567 18731 876 774 247 16571 701
internal_value=0 -0.000716401 0.000559404 -0.00197278 0.0058552 -0.000213106 0.00150864 0.00307415 -0.00259892 0.00491291 0.00722475 0.00196878 0.00841603 0.000369417 -0.000524568 -0.00477492 -0.00656309 -0.008917 -4.43847e-05 0.00402189 0.000879551 0.00892014 -0.00374016 -0.000174775 0.00183082 -0.000103413 0.0026973 0.00791244 -0.0037829 -0.00637838 0.00517311 0.00498523 0.00526376 0.00696071 0.00889809 0.0111652 -0.000788721 -0.00129352 0.00244696 0.00485311 0.00836252 0.0106825 0.00397787 0.00727325 -0.0012798 0.00373102 0.00771785 -0.000884392 -0.00421534 -0.00246531 -0.000858004 0.00534387 0.00832991 0.00919144 -0.00070622 -0.00112536 -0.00856524 0.0102795 -0.000556503 0.0117134 -0.00112226 -0.00170121 -0.00143766 0.00126843 -0.00288508 -0.00106039 -0.00542117 -0.0014093 -0.00281722 -7.75155e-05 -0.0065627 -0.00924915 0.00363406 0.0124838 0.0141859 -0.00315928 -0.0045046 0.00434925 0.0125541 0.019398 0.00599301 0.0102943 -0.00157539 0.00437747 0.0117818 0.0141719 -0.00515513 -0.00829674 -0.00326233 0.00772466 0.000816121 0.000148665 -0.0028792 0.00228882 -0.00649204 0.00160552 6.73819e-05 0.00408052 -0.00109408 0.00629786 0.009627 0.00253054 0.00289156 -0.00323813 0.00055326 0.000729454 -0.00167759 0.00548013 0.00242306 0.00199873 -0.00196888
internal_weight=0 3470.24 1724.17 1746.07 168.806 879.77 557.917 440.244 106.893 333.351 239.799 118.625 50.7912 9493.81 3449.13 253.997 228.624 175.255 1555.37 176.638 6044.68 25.3732 866.295 3195.13 744.852 481.755 274.845 111.12 206.91 161.46 23.8315 45.4502 263.097 223.601 187.227 157.435 2450.28 2124.06 326.216 126.286 89.9019 95.4983 213.676 129.324 84.3523 58.2589 47.5309 26.3272 827.761 516.569 434.009 100.408 83.1441 24.9383 1341.69 1269.42 137.628 101.77 1157.78 70.1736 93.5518 1997.78 939.107 327.63 611.477 163.725 83.6538 1923.1 930.169 992.933 111.647 88.9993 22.6482 88.8838 82.536 321.853 275.866 45.9871 19.9976 12.4177 72.2671 48.6282 197.12 263.061 25.7758 20.543 63.1548 74.6759 67.8337 25.9894 6018.91 3266.9 378.879 150.167 37.6576 2752.01 1036.96 227.901 809.063 190.963 128.192 1715.05 1618.07 96.9746 2888.02 2823.64 492.248 112.51 147.679 1268.82 181.258
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is_linear=0
shrinkage=0.0227381


Tree=601
num_leaves=112
num_cat=0
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split_gain=5.92416 9.00527 8.93729 8.48907 9.42993 9.17849 8.481 7.60331 7.55202 9.30469 7.49443 6.59894 6.2388 6.49074 6.07612 5.80348 8.10243 6.1065 8.27387 8.56368 8.17781 6.15073 5.90798 5.76155 6.96866 5.7346 7.72142 6.78218 6.61516 8.01443 8.18794 8.65572 8.64769 8.85497 7.86297 10.0417 9.67076 8.99322 8.21413 9.75719 7.74113 7.19441 10.8736 8.42647 7.87992 7.62539 13.6051 13.3547 6.6599 6.59358 8.62489 10.944 12.7122 12.4965 8.4578 7.0139 9.34401 6.5766 6.4379 6.2888 6.30818 6.26367 7.4537 6.61583 6.06148 6.90367 5.9872 5.75259 5.6591 5.52889 5.52487 5.43788 5.3864 5.38157 5.33453 5.14629 5.07753 5.06192 7.01996 6.73227 4.99044 4.97612 4.97115 6.25943 4.89238 4.88866 5.28511 4.86377 7.28217 4.8527 5.13298 4.72066 4.70676 4.65122 4.50869 4.35169 4.27006 6.1823 4.24136 4.23962 4.16054 4.12579 4.09478 4.08204 4.05773 6.02526 4.00387 3.9791 3.9744 4.98816 4.67546
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decision_type=8 2 10 2 2 8 2 8 8 8 2 8 8 10 10 2 10 10 2 10 2 10 2 8 2 8 2 2 2 2 2 10 2 8 8 10 10 10 8 8 8 8 2 2 8 2 10 10 2 10 2 10 10 2 10 8 10 2 2 10 10 8 10 10 2 2 8 8 10 2 2 2 10 8 8 10 10 2 2 2 2 2 8 8 8 2 2 8 10 10 2 10 8 10 2 2 2 2 2 8 10 8 10 2 10 10 10 10 2 2 8
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Tree=603
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shrinkage=0.0227381


Tree=607
num_leaves=112
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decision_type=8 2 2 2 2 10 8 8 2 8 2 2 8 10 10 2 10 10 2 10 10 2 10 2 2 2 10 2 10 2 8 10 10 2 2 10 2 10 10 10 10 8 10 2 8 8 2 2 10 2 8 2 2 2 8 2 2 2 2 2 8 2 10 2 2 10 2 8 2 2 8 8 2 2 8 2 2 10 10 10 10 2 10 10 2 2 2 10 10 8 8 2 10 2 8 2 2 2 10 10 8 10 8 10 2 8 2 10 2 10 2
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leaf_count=314 813 392 149 213 279 113 111 137 173 100 86 91 126 80 292 215 1127 118 94 135 1606 135 117 1013 402 299 94 196 239 238 111 189 153 78 151 102 298 514 249 273 1082 723 49 138 108 1496 813 5234 24140 408 2472 11129 215 723 8065 1458 2915 525 27484 19497 1126 267 1177 150 42788 3926 9974 377 306 452 703 3874 1371 777 163 2056 270 127 104 519 380 114 109 529 386 764 3304 159 136 119 114 421 172 134 187 232 88 67 66 139 292 180 429 115 170 284 135 150 253 250 446
internal_value=0 0.00505457 -0.00141629 -0.00565177 0.00993559 0.0159952 3.1377e-05 -0.00137797 0.000121584 0.00427565 0.0115204 -0.00128898 -0.00203438 0.00501263 -0.00396138 -0.0015388 -0.00357046 0.00716117 -0.00025187 -0.00317628 -0.00175291 -0.00434679 0.000579988 0.00219511 -0.00771674 -0.011957 -0.00283468 0.00255344 0.00278867 0.00733785 0.00741848 0.0113105 0.0149621 -0.00894486 0.000171542 -0.00250987 0.00600993 -0.00403982 0.00157761 0.00734726 0.000260037 -0.00452724 0.00206376 0.00999604 0.0144945 0.00031295 -0.000217234 -0.000601722 -0.000343912 -0.00476977 0.00359285 0.000758568 0.00657163 0.00795833 0.00079338 0.000596205 -0.00074475 0.00303386 -0.00148291 -0.00143609 0.00149113 0.00460704 0.00174937 0.00937926 0.00118912 -0.000771349 0.00168201 0.0117449 0.000285224 -0.00243175 0.00541433 -0.00775131 -0.000678535 0.000257663 0.00942065 -0.00945378 -0.00602036 -0.00665712 -0.00810027 0.000405049 0.00198375 -0.00303361 0.00848589 -0.00536157 0.000314006 0.0134768 -0.00966761 -0.000419243 0.00263412 -0.00407391 0.00800736 -0.0116562 -0.00492966 0.0120938 0.00226965 0.0182236 -0.00542944 0.01287 -0.0095108 -0.0039915 -0.00238393 -0.00862641 0.0191804 0.0116298 -0.00390279 0.0160056 -0.00773842 0.0130322 -0.00803735 0.0156483 -0.00457528
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is_linear=0
shrinkage=0.0227381


Tree=608
num_leaves=112
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split_gain=5.79644 5.14755 9.76096 6.95172 6.40369 6.27956 7.03948 10.8432 11.9285 10.9953 8.7109 7.6343 10.3113 7.3761 8.26166 7.55947 7.23738 8.16302 10.0964 7.89475 6.90125 8.10561 8.16373 6.81079 6.22076 6.09443 10.566 10.9191 9.80083 6.1689 7.31167 6.64684 6.09082 10.8961 8.27859 10.7896 10.3015 10.6434 9.40577 9.05448 8.42757 8.22638 7.7845 8.83247 7.01033 6.26281 6.12523 5.9704 6.38691 6.01637 7.10941 9.49276 8.03988 7.11782 12.9615 8.19113 6.68027 7.68347 15.4102 7.44356 8.5519 7.29419 6.42368 5.73469 6.70795 5.58424 6.26164 5.37386 5.26954 5.22738 9.47397 8.01366 7.19281 9.42402 6.43371 8.7243 7.1994 6.41438 6.60403 6.26315 7.14795 7.14999 6.18227 5.73227 5.67221 5.45585 5.21366 5.10203 4.99429 4.97857 4.83336 5.87368 5.56045 4.82187 4.63469 4.35172 4.08239 4.40115 3.90281 3.8086 5.82915 3.75308 3.69438 3.51044 3.50771 3.40316 3.38589 3.22649 3.20902 3.20761 2.98025
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decision_type=10 2 10 2 2 10 10 2 10 10 2 10 10 2 10 10 8 2 2 10 2 10 10 10 2 2 8 8 8 2 2 2 2 10 8 10 8 2 8 2 10 8 10 8 10 2 8 2 10 2 2 10 2 2 2 10 8 2 2 10 8 2 10 2 8 8 10 10 10 10 2 10 10 2 2 2 2 8 10 2 2 2 10 2 10 2 2 2 2 2 10 10 2 8 2 10 2 10 8 2 2 10 2 2 8 8 8 8 10 2 8
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internal_weight=0 12944.4 210.604 68.4981 142.106 132.117 19.0605 44.6774 35.1515 12733.8 2088.89 61.5645 29.8722 24.3982 2027.33 1699.75 1674.48 910.588 334.292 576.296 327.579 275.111 264.765 160.779 25.2695 19.9401 763.89 51.2917 103.986 712.598 10644.9 151.621 54.049 10493.3 2871.67 2701.29 1054.91 835.524 7621.61 1184.62 1646.38 1244.98 401.403 6436.99 305.918 39.3053 266.613 6131.07 4805.99 1325.08 1098.07 95.3128 1002.76 170.382 37.3436 219.384 97.5722 31.6923 86.5477 24.7076 61.8401 46.8071 16.9693 52.4672 25.9962 50.7652 37.6735 113.056 28.6711 133.039 17.9301 36.7835 30.363 118.153 98.9036 13.0917 23.8207 14.3361 14.1525 18.8763 8.1946 38.1057 33.5224 34.5371 29.2866 90.271 86.0093 16.4962 18.5012 12.4886 10.0728 17.2655 14.8853 17.8016 21.0966 9.98967 9.52586 21.4324 5.47397 15.2669 13.3327 10.3463
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Tree=611
num_leaves=112
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decision_type=10 8 10 2 8 10 10 2 2 10 8 8 2 2 2 2 8 2 10 10 2 2 10 2 2 8 2 8 2 10 10 2 10 2 2 2 8 2 2 2 10 2 2 8 2 10 10 10 2 10 2 2 10 2 2 10 2 8 8 10 2 10 2 8 2 8 10 8 8 8 10 2 2 8 10 2 10 2 8 10 8 10 10 10 2 8 8 10 2 2 2 2 2 8 8 8 2 8 10 10 10 10 10 10 8 2 2 2 10 8 2
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leaf_count=1653 1375 1252 590 1167 583 137 2189 20196 2603 423 101 672 156 199 742 371 1988 943 468 599 518 225 206 1455 2425 2346 375 491 580 401 803 87 317 3847 536 362 955 293 330 248 234 439 506 187 385 240 4120 4212 2032 375 323 1288 1305 1486 297 452 11545 322 1139 654 1774 136 5833 20326 6827 1824 1559 898 879 1022 791 1997 5869 6852 8857 448 155 2234 3183 1728 3125 138 1094 104 162 6633 242 644 524 2116 688 106 2742 732 4429 5209 1786 241 669 109 275 4264 143 2094 498 769 1022 120 175 183 105
internal_value=0 -0.000725867 -1.12934e-05 0.00418687 0.00787361 -0.000376037 0.00165096 -0.00124794 0.00218178 0.00735364 0.0115239 0.0142467 0.00404438 0.0023679 0.0101335 0.0115035 0.00530472 -0.00271634 -0.000969828 0.00433684 0.013232 0.0200166 -0.000915035 -0.00366626 -0.00297418 0.00105324 -0.00526138 -0.00618701 0.00188732 0.00786099 -0.00134906 0.00271463 -0.00398608 -0.00795053 -0.00284673 -0.00457792 -0.00284645 -0.00544347 -0.00246577 0.00735697 0.000381625 0.00444801 0.00666617 0.00796548 0.0108791 0.00905728 -0.00503699 -0.0030906 0.00167357 -0.00564682 -0.00511454 0.000295817 -0.000559016 0.000697186 0.00261314 0.0068925 0.000346306 -0.00533744 0.00203784 0.000491103 -0.00328963 -0.00537774 0.000692912 0.00157476 0.00355254 0.000708343 -0.00646656 0.00148039 0.00640558 0.000493757 0.00347495 0.00554792 -0.000256191 0.00130042 -0.00126242 -0.000920598 -0.00252152 -0.00129836 0.000189981 -0.00166569 -0.00678863 0.00241682 -0.00158845 0.0117132 0.0134422 -0.000350304 -6.66161e-05 0.00185365 0.00261918 0.00555639 -0.00104389 -0.00408397 -0.00641704 0.00233405 0.000117681 3.10298e-05 0.00446847 0.00347073 0.00198545 0.00445371 0.0136121 -0.000866907 0.00954994 -0.00661336 0.00109483 -0.00231984 0.0140549 -0.00223083 -0.00486655 0.00820154 0.0127274
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is_linear=0
shrinkage=0.0227381


Tree=612
num_leaves=112
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split_gain=6.4857 8.64375 7.05755 5.54506 5.51895 10.593 8.95956 14.5121 10.0794 9.44337 8.76496 8.71801 8.46008 9.95872 8.05291 8.00463 7.8755 7.53781 8.558 7.52183 7.40788 7.25913 7.13834 7.10031 7.22234 6.85456 6.38956 6.25246 5.8103 9.17015 14.0637 10.1974 10.146 9.76961 8.45024 9.14362 8.52882 8.15204 8.10383 10.9417 9.62135 7.60062 7.52586 10.1226 9.47119 9.13319 8.87145 7.69075 7.52123 7.23196 8.86438 7.58919 7.44014 7.99161 9.76277 7.14105 7.05069 6.99844 9.61201 6.58358 12.7155 11.3342 9.06227 8.92702 8.8764 7.4187 6.345 10.6472 6.31364 6.14357 5.7942 5.75718 5.70185 5.64619 7.23946 7.41738 6.45578 5.94464 5.52664 5.40705 5.16308 4.94471 5.3553 4.7644 5.76974 4.72301 4.6086 4.49867 4.47439 4.33822 5.1303 4.20919 4.16544 6.3347 4.08172 4.16527 3.99998 3.87962 3.73635 3.72287 3.57702 3.56001 3.54525 3.3124 3.26255 3.10787 3.0553 3.03382 2.83579 2.75448 2.69893
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decision_type=8 8 2 10 2 10 2 10 10 10 2 10 8 8 2 8 10 10 2 10 2 10 10 10 2 8 2 10 2 2 10 2 2 2 10 2 10 8 10 10 2 10 10 2 2 2 2 8 2 8 8 10 10 2 2 10 10 2 8 2 10 2 2 2 10 2 2 10 2 10 10 10 8 8 2 10 2 2 10 8 2 2 10 2 8 2 10 2 8 10 8 10 2 2 8 2 2 10 2 2 2 10 10 10 2 2 2 2 2 10 2
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Tree=615
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decision_type=10 10 10 2 10 10 2 8 2 8 10 2 10 8 2 10 2 2 8 2 2 2 2 2 10 8 2 10 10 2 2 2 10 2 2 10 2 8 2 2 10 2 8 8 10 10 2 10 2 10 8 8 8 2 10 8 10 2 10 10 2 8 2 10 10 10 10 10 10 2 2 8 8 10 2 8 10 10 10 2 2 10 10 8 2 2 10 2 8 10 10 2 8 8 8 2 2 10 2 10 2 2 2 2 10 8 10 2 2 2 2
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leaf_count=177 111 647 623 320 83 119 191 178 174 96 135 81 156 833 157 107 1210 142 1445 82 212 60 109 165 683 8517 2519 170 694 223 1110 1734 443 499 508 90 340 127 387 91 240 92 106 160 92 1494 161 276 181 195 1904 158 189 142 105 995 111 65 311 99 1139 542 189 186 263 1867 2583 567 2693 117 910 2060 1534 225 591 122621 611 149 21395 91 133 168 79 79 84 214 81 130 125 100 295 173 768 756 190 112 440 305 76 149 102 659 507 1248 162 72 139 179 101 82 245
internal_value=0 -0.000807498 0.000886314 0.00139929 -0.00228605 -0.00180249 0.0025296 0.00535305 0.000925007 0.011394 0.00741056 -0.00171322 0.00206289 0.00353862 -0.00205439 0.00369798 -0.00238436 -0.00175497 -0.0056803 -0.00782527 0.00166003 -0.000407392 0.00602165 -0.00096673 -0.00123803 -0.000520634 -0.00599208 0.00658776 5.49737e-05 0.0162415 -0.000531304 -0.00125402 -0.00396975 0.00222906 0.00608102 0.0116737 0.0150495 -0.00651217 -0.00773803 0.00204298 0.00434124 0.0069433 -0.00429758 0.0114167 -0.00877668 -0.00980515 0.000328999 -0.00244949 0.00723121 -0.00373232 -0.00509306 0.00377759 0.000417211 0.00775873 0.0154798 0.000379695 0.00434362 0.00181284 0.00976939 -0.00165879 -0.00431493 -0.0067668 0.0151961 0.00031429 -0.00461782 0.000366502 0.000245322 -0.00425934 0.00266408 -0.000891324 0.0028021 0.00488481 0.00194965 0.00876777 0.00173676 0.000343175 -0.00609869 -0.00822585 0.000395328 -0.00644086 0.00963044 -0.000902799 -0.00517325 0.00414498 0.00183054 -0.00612079 -0.00955942 0.00568582 0.0128368 0.0167685 -0.00833505 0.00320933 -0.009829 -0.00743393 -0.00554502 -0.00887969 -0.00333867 -0.00686297 -0.0024417 -0.00901196 0.00442382 -0.010136 -0.00762953 -0.0105296 0.0192169 -0.00526314 0.00901453 0.0132304 0.0033704 0.00878771 -0.00624864
internal_weight=0 2467.3 913.372 867.067 201.451 1553.93 665.616 233.92 431.696 75.0126 72.7148 24.794 158.907 145.214 1514.94 77.4244 1437.52 1257.96 201.441 155.449 45.992 62.8022 29.77 1056.52 1035.9 908.365 127.534 38.9891 158.8 45.7949 358.982 342.853 191.973 150.88 114.732 47.9208 37.5313 179.554 163.144 133.64 105.397 82.297 23.1 20.9256 154.674 145.788 10513.9 316.442 32.3606 284.081 242.847 41.2341 10197.4 42.8475 19.0752 10154.6 155.701 129.247 34.5244 94.7227 82.0376 72.6089 25.9831 9998.86 96.8629 9902 9414.95 192.393 487.045 189.23 70.107 297.815 176.964 120.851 151.585 9222.56 66.0584 122.286 9156.5 89.852 24.5372 23.7723 16.6969 16.4101 29.2176 227.371 135.689 15.8627 23.2488 17.6378 25.1602 17.5782 37.6455 46.3046 28.2428 72.2738 36.0347 216.814 76.9239 139.89 33.6531 132.529 43.2708 65.5662 38.1681 30.4819 20.6244 26.4536 19.7603 9.42874 33.0322
internal_count=201110 30399 11246 9867 2438 19153 7429 2632 4797 743 837 272 1889 1733 18864 792 18072 15736 2503 1709 794 685 329 13233 12929 9727 3202 289 1791 481 3960 3786 2177 1609 1341 565 430 2336 2100 1413 1132 786 346 220 1973 1881 170711 5340 682 4658 4093 565 165371 706 247 164665 2906 2616 689 1927 1862 1681 500 161759 2073 159686 149831 4209 9855 3343 1477 6512 4227 2285 2458 145622 1606 2732 144016 1810 291 459 274 236 262 3916 1526 298 406 281 378 359 885 1379 281 1451 652 3702 990 2712 407 2563 583 1339 385 392 304 290 183 181 356
is_linear=0
shrinkage=0.0227381


Tree=616
num_leaves=90
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decision_type=8 2 8 2 10 10 8 2 2 10 10 8 10 2 2 8 10 8 2 10 10 10 8 2 10 8 2 2 8 2 10 10 2 10 8 2 10 10 2 10 2 8 2 8 2 2 2 2 10 10 10 10 10 10 8 10 8 8 8 8 10 10 8 10 8 8 10 8 8 2 8 10 10 8 8 2 8 8 8 10 10 2 10 10 8 10 8 10 2
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is_linear=0
shrinkage=0.0227381


Tree=619
num_leaves=112
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decision_type=10 8 10 8 2 2 10 10 2 2 2 8 10 8 8 2 10 10 10 10 10 2 2 10 2 10 2 2 2 8 10 2 10 2 10 10 2 10 8 2 10 2 2 8 2 10 2 8 8 8 10 2 8 2 10 10 8 2 8 10 10 2 2 2 2 8 8 2 8 2 10 10 10 2 2 2 10 10 2 10 8 2 10 2 10 10 10 10 2 10 10 8 2 10 8 8 2 2 10 10 2 2 10 10 10 2 10 8 10 2 2
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internal_value=0 0.00153246 0.0042439 0.00120718 0.00803027 2.25237e-05 -0.00204599 -0.00298476 -0.00149442 -0.004004 -0.00509802 0.00833137 -0.0064285 0.00199943 0.00549706 -0.00431816 0.00413544 -0.00319724 -0.00614241 0.00665002 0.0119813 0.0162553 0.0121145 0.000550382 -0.00552249 -0.00112393 0.00168547 -0.00317352 0.00743416 0.0121879 -0.00042883 0.0186188 0.00607643 0.00238209 0.000182762 -0.00537697 0.0134862 0.016344 0.0196336 0.0217705 -0.006777 0.00819327 0.000340788 0.00544965 -0.000261412 -0.000843212 0.00039388 0.00434074 -0.00411305 0.0010934 -0.00744918 -0.00911018 -0.0041108 -0.000126133 -0.00127252 0.000464667 -0.000790495 0.00709067 0.00738886 0.00948532 0.0124354 0.024141 0.000238456 -0.00211719 -0.000828004 0.00248516 0.00407175 0.00641564 -0.010266 -0.004654 0.000749517 0.000839078 -0.00963386 0.0101971 0.0139495 0.00334835 -0.00627407 0.00541002 0.0059457 0.0113127 -0.00985556 0.0102477 0.00317625 0.01594 0.000353237 0.000680343 0.000324487 0.00074372 0.00154605 -5.05185e-05 -0.00029982 0.00244046 -8.58467e-05 0.000273027 -0.000439103 0.00425743 -0.000787185 -0.00542529 -0.00300916 -0.00872333 0.000861324 0.00796323 -0.00769476 -0.00880017 -0.00095856 -0.00921036 3.99482e-05 -0.00910892 -0.0062795 -0.00876409 -0.00415238
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is_linear=0
shrinkage=0.0227381


Tree=620
num_leaves=112
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Tree=623
num_leaves=66
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leaf_weight=9.8250852036289889 5.8922619265504164 13.105788504704835 8.5945307025685924 20.240471588913351 6.8039306967984912 9.00574221997522 4.4932637563906637 10.488154871854929 4.8826498594135046 64.106935387477279 17.470856436528273 4.9813198652118436 10.036084083840253 4.7693661656230679 6.4856965253129593 21.306759580038488 5.6238391501829055 12.040997710078956 60.912043035961688 13.205316980369387 311.34744857158512 41.766730125527829 58.640885916072875 22.512591985054314 25.664194328710437 1396.9969804238062 8.4701932342722994 85.95630308939144 6.5946686277166 10.297999751288446 127.67956078564748 32.344740007072687 4.5486575635150102 6.2101621064357451 31.1022835271433 117.91147142462432 135.45244912663475 13.399578508455305 51.476532814092934 9842.008909904398 17.922413271851841 14.273907251190392 17.512289199512452 8.758554454892872 10.796009492594747 5.3294341813307238 7.6429773587733498 62.305607687681913 9.307943473570047 13.905146438628433 15.857346698641775 10.474491873756049 4.5831688474863759 7.0787025941535822 12.478441197425125 11.434766927734016 5.8397542070597401 6.1341495895758289 7.762127326335758 18.91247122595087 17.669282572576776 4.0456079477444291 4.8802778190001836 6.3726124027743936 10.16961816116236
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is_linear=0
shrinkage=0.0227381


Tree=624
num_leaves=112
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split_gain=6.24639 9.4074 9.39497 8.93672 8.38303 10.4585 9.48395 11.2271 8.13611 7.97995 9.68971 7.72608 8.39474 8.48478 7.2058 8.55233 12.3675 9.79566 8.38108 9.06323 8.79209 8.02385 7.99326 7.87078 7.74206 8.76116 8.14953 8.00407 11.4608 7.87885 7.85076 8.4474 7.64555 8.72141 8.39075 7.44441 7.33531 7.26424 7.19244 7.13124 7.13033 9.59012 9.23331 7.96893 7.22841 7.10634 8.29892 11.7723 9.05951 8.87491 9.20607 8.85122 11.1238 8.71051 8.28385 10.2262 10.0335 8.00931 7.7589 8.17499 10.158 11.3245 7.92498 8.61279 8.31663 10.5077 14.7775 13.4115 8.13299 7.74265 8.66567 7.57062 7.55835 7.55451 7.40714 7.33286 7.27822 7.23754 7.10923 6.96841 12.5544 6.95436 6.91411 6.86685 10.5375 9.60106 8.41126 6.7049 6.6344 7.2903 6.62757 6.59438 6.49645 6.80867 7.07141 6.4787 7.82333 7.35178 10.7166 6.47257 6.46191 6.58536 6.33649 7.01165 6.29809 6.22109 6.1921 7.4869 12.3089 8.31459 6.14733
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internal_weight=0 4785.95 3450.07 335.68 8144.51 356.705 289.219 79.0567 37.2679 210.163 49.1951 280.765 241.581 187.922 3114.39 1318.39 569.424 748.971 629.253 318.84 310.413 294.374 1795.99 109.486 1668.48 146.213 117.064 1522.27 446.577 93.7723 1075.69 587.452 550.192 321.134 136.25 184.884 488.24 119.718 209.354 229.058 1335.88 324.817 1011.06 207.145 157.346 7787.81 2169.24 912.119 1257.12 1171.35 724.654 361.217 213.11 73.473 550.903 117.517 433.386 695.733 5618.57 3751.72 201.037 164.618 1866.85 1827.08 1732.72 802.679 540.371 262.308 94.3612 3550.68 3352.06 52.6165 49.0565 384.329 615.914 22.7621 79.8193 40.9083 105.306 3311.16 1343.24 74.1945 170.937 160.968 95.3293 64.4611 30.8682 256.757 139.637 127.693 9.24514 67.486 996.524 803.957 16.6639 198.618 140.416 58.2029 25.7353 53.6584 192.567 88.9349 148.107 115.15 213.392 127.513 446.692 341.117 218.393 122.725 1967.92
internal_count=200872 61372 44438 3631 139500 6506 5518 2494 1208 3024 577 2997 2459 1942 40807 13756 5484 8272 7248 3780 3468 3250 27051 1257 24289 2142 1800 22147 5511 1326 16636 7712 5239 3149 1384 1765 8924 1024 2523 2090 16934 3263 13671 2045 1468 132994 39050 14837 24213 22118 13490 6902 3581 1241 7935 1375 6560 12792 93944 57716 3189 2449 36228 35862 33223 15390 10055 5335 2639 54527 48992 870 394 6166 12063 195 729 1170 1275 47822 24212 955 2902 2447 1625 1242 383 3867 2340 2164 360 988 13423 11353 321 5535 3715 1820 788 517 2070 1020 3321 2587 3264 2762 8628 7006 4518 2488 23610
is_linear=0
shrinkage=0.0227381


Tree=625
num_leaves=112
num_cat=0
split_feature=228 214 152 143 152 229 171 214 201 220 136 121 220 184 205 78 58 136 58 152 220 224 214 220 119 152 93 74 204 220 200 202 132 233 145 43 81 181 214 8 121 212 179 208 232 232 48 176 183 187 208 59 206 144 177 220 165 214 8 165 81 226 132 225 202 184 225 200 86 220 220 205 131 227 227 186 224 174 179 7 18 220 183 15 229 128 144 93 52 131 153 228 219 14 17 188 143 208 202 128 218 41 7 226 222 74 39 157 209 151 93
split_gain=5.08346 7.78171 9.8636 6.87021 5.96048 5.61405 5.05917 10.3553 8.56005 8.90063 7.4165 7.92132 7.27704 7.73383 7.19854 8.07265 7.34446 7.12946 7.08127 8.29872 7.03462 8.13093 6.87947 8.62582 6.86688 6.64399 6.52201 6.29866 6.06342 6.27863 10.1579 7.55301 7.60923 7.81234 7.60583 6.9176 9.00609 8.75663 9.91397 8.7404 8.256 8.09427 10.2163 7.34977 8.47861 6.90291 8.8417 9.76845 8.35739 7.29163 9.02422 8.28515 6.41376 6.12473 5.94632 8.69751 6.80581 11.5542 7.3209 7.11365 11.4577 8.93445 8.36387 7.9771 9.18866 8.51823 8.86589 7.6282 6.87735 6.28293 7.40012 7.59269 6.07549 5.99372 5.83563 7.18772 6.84922 6.3364 7.41921 9.21385 5.54534 5.26412 5.24155 5.14843 5.08998 5.12747 4.96393 4.9221 5.21366 4.88783 4.86106 4.73637 4.73602 6.25434 5.43199 5.41149 4.89167 5.24142 4.68409 5.33494 4.66999 4.69445 4.62219 4.61499 4.57284 4.54877 4.52263 4.41647 4.38435 4.37194 4.36957
threshold=-0.023797055706381794 -0.0092174555175006372 332351.96850000008 -2703.4999999999995 609502.50000000012 -0.011570152826607226 34.500000000000007 -0.013054602779448031 0.16463142218912882 0.038984499871730811 5.7050187655736542 0.082432714049035974 -0.015259682666510342 65169.642857142862 -0.032159084454178803 0.15625000000000003 0.99475000000000013 0.32777205735176729 0.99035000000000017 1080886.6071428575 -0.023459324613213536 0.02932780142873526 0.011608615983277561 -0.006879884283989667 7.5000000000000009 152807.55750000002 -1078.4999999999998 0.040650000000000006 0.10023952275514604 0.0047263179440051326 10.500000000000002 -0.080593466758728013 0.058942483557195356 0.006713554961606861 421.17796119864767 0.14265000000000003 0.095250000000000015 230230.57500000004 0.014966873452067377 455024.25000000006 0.12688177888340527 0.017069722525775436 0.94970867095018929 0.076103445142507567 -0.012609857134521006 0.0087640448473393934 0.17430000000000004 4.5000000000000009 -438.49999999999994 7.7003521126760575 -0.019855197519063946 0.6896500000000001 -0.035448465496301644 -2104.4999999999995 0.12701612903225809 0.0014408415299840274 0.57417582417582425 -0.017418337054550644 314984.25000000006 0.43095238095238103 0.14435000000000003 -0.018379279412329193 0.06264873344763032 -0.0064925123006105414 -0.039223698899149888 45000.750000000007 -0.001415771199390292 22.500000000000004 0.047750000000000008 0.0020701048197224741 0.017549728043377403 0.027015853673219684 0.37064991144024356 -0.0018161095795221625 0.020254395902156833 8494.6050000000014 -0.020643203519284722 8.5000000000000018 0.56275435202534541 44111.250000000007 -2529.4999999999995 0.0205499641597271 -2721.4999999999995 -13126.499999999998 -0.00099757651332765796 67562.250000000015 -53.499999999999993 -1570.4999999999998 0.24055000000000001 0.44896430659308378 369090.00000000006 -0.00080637523205950845 0.016935044899582866 0.014491999999999951 -4299.4999999999991 0.86696165191740426 -1938.4999999999998 0.00075130342156626295 0.16620434075593951 73537.500000000015 0.026920806616544727 0.21215353482979957 44615.250000000007 -0.0021185184596106406 0.0019259531400166454 0.011650000000000002 0.65005700328439919 116142.75000000001 -0.026708146557211872 1122.5000000000002 -466.49999999999994
decision_type=2 2 10 8 10 2 8 2 10 2 10 8 2 10 2 8 8 10 10 10 2 2 2 2 10 10 10 8 2 2 10 2 10 2 8 10 10 8 2 10 10 2 8 2 2 2 10 10 8 8 2 10 2 10 10 2 10 2 10 10 10 2 10 2 2 10 2 8 8 2 2 2 10 2 2 10 2 10 8 10 2 2 10 2 2 10 10 10 8 10 10 2 2 2 2 10 8 2 2 10 2 8 10 2 2 10 8 10 2 10 10
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leaf_count=1430 622 131 269 361 420 219 227 762 65 383 398 40630 273 638 371 3286 626 271 2002 188 5249 207 270 98 352 262 262 335 202 16209 246 3463 917 1205 147 192 4180 1122 1473 685 1607 722 706 525 47439 1175 3027 8026 688 1545 2564 372 599 3446 577 374 173 134 195 248 298 1434 706 144 284 1857 8128 1637 3138 443 415 193 456 96 149 138 1495 582 3465 612 76 150 922 78 376 88 57 1584 226 156 238 990 298 545 582 428 191 365 72 336 89 924 97 95 230 139 169 144 634 188 128
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internal_weight=0 391.837 177.36 214.477 51.9869 27.3487 12576.7 5105.96 3469.71 3360.84 3317.51 3259.91 57.6076 44.9358 305.601 239.461 66.1402 108.87 2954.3 110.906 7470.77 526.765 98.649 58.5737 2843.4 43.3249 34.7829 35.7955 6944 6857.12 2666.84 506.31 456.21 380.999 50.1004 4190.28 3992.35 421.25 299.792 197.931 121.458 93.9742 59.4691 3571.1 3504.67 2160.53 1798.52 1604.56 193.953 362.011 240.851 121.159 36.4865 86.8823 1636.25 76.5699 1559.68 227.01 40.7167 1332.67 197.867 181.664 161.048 1134.8 369.392 765.408 673.909 145.238 224.154 186.293 93.0115 55.4002 40.1458 30.9804 491.982 438.538 113.223 325.315 272.236 231.882 53.0797 36.4241 91.4994 23.1448 53.4443 26.5217 34.5052 103.957 18.5622 40.0753 35.5985 75.2108 187.129 131.48 78.9821 52.4979 55.6486 40.8189 125.373 116.708 93.2816 86.2586 36.0399 15.1432 30.4924 39.123 17.0398 20.0058 66.4267 20.4519 28.2343
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is_linear=0
shrinkage=0.0227381


Tree=626
num_leaves=59
num_cat=0
split_feature=40 79 135 41 190 180 194 17 120 191 14 41 8 15 191 202 134 179 194 233 126 210 210 208 202 181 137 204 222 121 180 183 145 93 93 229 188 183 154 229 210 17 42 150 133 15 55 211 151 134 156 190 130 185 121 17 14 213
split_gain=4.92707 5.3014 5.02903 9.07731 5.53098 5.31613 5.11628 4.99726 5.44804 4.75453 9.33445 8.67954 8.57376 11.8465 8.15347 7.98825 11.8963 7.86905 8.40663 7.90053 7.72911 8.82524 8.58609 7.66757 6.67968 6.42551 6.57961 6.81651 7.85057 7.13111 6.30957 8.48632 10.241 7.79819 7.46985 8.27486 6.86324 4.52841 5.54156 5.94122 4.89072 4.47962 5.052 5.25634 3.818 3.57549 3.55006 3.28245 3.19935 2.95212 2.66481 2.65605 2.17352 2.15654 1.80435 1.63711 1.13453 0.56667
threshold=0.0092724757680630026 0.046550000000000008 0.00036922499672605963 0.056667959622386258 15.500000000000002 20711.809125000003 0.65724275724275738 -3103.4999999999995 3.0697170331384416 22.500000000000004 0.014491999999999951 0.11428744529759068 274655.25000000006 -10492.499999999998 63.500000000000007 -0.080172896385192857 0.36099791751008781 0.97182543789088094 0.15266007532956691 -0.0058449113275855771 0.30229516114049254 0.029303452000021938 0.0026260560844093566 0.034976772964000709 0.16715086251497271 73062.281250000015 1.5000000000000002 -0.038636365905404084 0.010920388158410789 0.17819910900451 14209.852500000003 -1452.4999999999998 762.62085447275911 -1183.4999999999998 -277.49999999999994 0.0014630536315962674 0.96318879855465223 -2497.4999999999995 217609.15500000003 -0.013577498029917477 -0.02001791168004274 -8139.4999999999991 0.093900000000000011 -279.49999999999994 0.098041488665950735 -14590.499999999998 0.0029500000000000004 0.019017092883586887 1602.5000000000002 0.042462699294686712 43121.250000000007 12.500000000000002 0.18320196987107865 244.94666379310351 0.21699705312676978 -2757.4999999999995 0.015916500000000004 -0.012475377880036829
decision_type=10 8 8 8 10 10 10 2 2 8 2 10 10 2 10 2 8 10 8 2 2 2 2 2 2 8 2 2 2 10 10 8 10 10 10 2 10 10 8 2 2 2 8 10 8 2 8 2 8 10 10 8 8 10 10 2 2 2
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leaf_weight=11.581890348345043 14.827168041840197 8.9910308104008454 14.130621831864117 255.24827903322875 20.291060078889132 20.556434840895236 5.7712307078763825 7.5726233895402428 7.4324884656816783 1209.1106984606013 27.810995025094599 691.82198167731985 1975.0461545065045 198.38866303348914 133.19324019644409 790.02701656054705 54.419282393995672 280.0055193011649 12.066651650704442 32.351975169498473 70.325257912278175 268.9347730576992 54.10800077021122 51.44133778847754 63.477729797363281 355.8949054479599 4.3327891197986901 1699.2888639124576 421.76647547166795 352.36876034736633 917.85544685833156 120.14003749191761 140.2569807767868 1418.1794433812611 226.64824863569811 189.23840755224228 481.05388005264103 21.37285360135138 16.27295227535069 14.054448657669125 29.251863003242761 24.78026139177382 18.60580889321864 31.38738926500082 5.9717305307276591 18.405230104923248 13.568492660298942 17.155916681047529 26.087328560650345 6.9872378828003994 14.572189586237071 14.486132198013363 11.731003303080795 16.90636542905122 10.413961213082073 4.5045225992798823 7.9863796895369887 14.675452769733962
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internal_value=0 0.00392897 2.64613e-05 6.14323e-05 -0.00577865 0.00573499 -3.57161e-06 0.00615993 0.000582096 -3.7637e-05 -0.000505675 0.000135632 0.000732548 0.00148023 -0.00123209 -0.00176636 0.00468397 -0.00177607 -0.00470101 0.00400152 -0.00106858 -0.00059246 -0.00632017 -0.00593898 -0.00242834 0.00038129 -0.000455569 -0.000323534 0.00028696 -0.00242891 0.000980615 0.00184728 0.00440814 0.00100142 4.90828e-06 -0.00263899 0.000802246 0.00567956 0.00736954 0.00959595 0.0120018 0.00757019 0.00916629 0.0118089 -0.00984274 -0.0106154 -0.00455868 0.0143996 0.0162536 0.00630555 0.00154899 0.0130178 -0.00311064 0.0172455 0.0100371 0.0017345 -0.00820059 -0.0138512
internal_weight=0 160.887 12784.2 12716.2 68.0956 135.548 12580.6 60.6501 38.5913 12520 5912.53 3934.19 2998.45 2173.43 825.015 935.735 82.2303 1978.34 375.865 44.4186 1602.48 1478.05 124.433 331.447 853.505 6607.42 2758.16 2728.67 2121.06 607.617 3849.27 2034.47 496.152 1538.32 1814.8 415.887 1398.91 135.736 115.014 93.6415 77.3686 114.991 100.861 76.0805 29.4845 38.6963 25.1504 63.3141 44.6931 24.8337 29.3994 22.0588 20.722 46.1582 17.8464 8.83731 13.7576 20.6472
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is_linear=0
shrinkage=0.0227381


Tree=627
num_leaves=82
num_cat=0
split_feature=40 131 41 119 156 214 204 73 190 123 190 181 227 226 180 144 134 229 132 228 226 123 162 162 231 14 157 231 190 30 227 231 126 187 40 179 202 152 157 30 120 120 227 216 228 232 220 170 208 174 222 225 39 162 149 220 128 183 170 152 40 221 204 214 70 132 156 93 227 184 215 141 120 214 153 187 208 182 231 222 216
split_gain=4.81293 8.16833 7.26471 7.18021 6.30729 6.12926 5.30487 5.02217 4.70387 4.68774 4.5702 4.5633 6.46138 7.27254 8.15413 8.257 7.33546 8.78744 6.81777 7.86211 6.49827 8.35955 6.38946 11.6005 8.31097 6.93381 9.71866 8.44088 10.746 9.21983 8.27032 9.61429 7.52024 7.28117 10.0584 9.51866 7.55655 7.00995 6.62077 6.33162 8.7583 8.36578 7.68093 6.88467 12.0002 8.29429 6.31365 7.58016 6.76788 8.0423 6.32393 6.25509 6.05983 6.4216 6.04622 7.14027 6.00882 5.85912 5.17664 6.53792 5.23806 5.05598 4.9496 4.77302 4.11533 4.10365 3.92243 3.79879 3.45883 3.3796 3.28188 3.186 2.92822 2.81891 2.73038 2.05304 1.9527 1.75963 1.69574 1.31619 0.238444
threshold=0.0092724757680630026 0.0020556288106302004 0.056667959622386258 2.5000000000000004 72902.250000000015 0.016261649318039421 -0.006353256292641162 0.86245000000000005 8.5000000000000018 0.88339007180740448 17.500000000000004 73062.281250000015 -0.0018161095795221625 -0.016482563689351078 9197.4600000000009 -344.49999999999994 0.12974721993476121 0.0067246530670672664 0.0090006882504985886 -0.0055950072128325692 -0.029918296262621876 0.86325799918944057 0.9999584840339405 0.9999975897751382 -0.0025149851571768518 0.014491999999999951 803974.50000000012 -0.0089093027636408788 43.500000000000007 5.5000000000000009 0.011470383033156397 0.017808329313993457 0.084829103858678798 21.006097560975615 0.67404948626496186 1.1110980289293761 0.17398203909397128 575259.34500000009 1788000.7500000002 3.5000000000000004 7.8123289954306196 8.7556269044390351 -0.02509399130940437 0.023512125015258793 0.021155068650841716 -0.020243491046130654 -0.024449484422802922 27.267942583732061 -0.021510390564799305 8.5000000000000018 -0.022443767637014386 0.0048599832225590953 0.39643576795939034 0.99999138012644961 -1147.633333333333 -0.0017553270445205269 60015.000000000007 -430.49999999999994 24.43650793650794 87300.472500000018 0.41567654719991631 -0.018108393996953961 0.0036938822595402603 -0.026715868152678009 0.2990000000000001 0.015152279033376233 122999.91750000003 -609.49999999999989 -0.006607730407267808 144000.67500000002 0.0020279176533222203 0.55988073022318019 7.5872911817416773 -0.0044703520834445945 72004.500000000015 11.251086956521741 -0.014667717739939688 -489.95833333333331 0.0089812334626913088 -0.003729657037183642 -0.0080545879900455458
decision_type=10 8 8 10 10 2 2 8 8 10 10 8 2 2 8 8 8 2 8 2 2 10 8 8 2 2 10 2 8 2 2 2 2 10 10 8 2 10 10 2 2 2 2 2 2 2 2 10 2 10 2 2 8 10 10 2 10 10 10 10 10 2 2 2 10 8 10 10 2 8 2 2 2 2 10 8 2 8 2 2 2
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internal_weight=0 12807.7 12732.8 134.313 161.721 77.1818 84.5396 90.3151 70.2378 49.914 74.9117 12598.5 3748.31 2112.91 1852.35 321.578 260.554 51.0098 1530.77 53.5769 209.544 162.301 8850.19 3095.57 250.561 5754.63 2046.5 1570.63 1222.68 347.946 475.868 387.066 88.8015 3708.13 274.211 237.015 3433.92 76.0323 3357.89 2845 1376.33 104.273 1272.06 1468.67 220.988 1247.69 1635.41 1546.13 1403.95 410.997 992.949 90.4599 103.134 22.8471 142.181 112.768 1477.2 80.287 89.2818 78.6608 32.3895 231.118 29.4123 147.427 37.1959 43.9981 127.154 20.2733 56.2422 36.1042 55.0964 46.2713 47.2428 10.621 30.4101 38.8074 34.6257 19.5039 36.7428 33.4592 32.0649
internal_count=201170 199998 199422 704 1172 503 669 474 363 400 576 198718 53637 30066 26635 5219 3431 446 21416 294 2985 2364 145081 38555 3194 106526 37049 29380 23026 6354 7669 6323 1346 69477 5948 4331 63529 811 62718 35361 17448 1454 15994 17913 2569 15344 23571 22169 19516 5760 13756 1907 1290 198 2653 2134 21122 1092 1402 1202 403 3312 519 1904 1617 230 1665 239 362 240 282 799 621 200 229 336 269 171 329 215 165
is_linear=0
shrinkage=0.0227381


Tree=628
num_leaves=112
num_cat=0
split_feature=198 225 222 141 187 184 227 150 162 14 224 128 131 229 220 39 187 162 212 211 216 214 227 202 202 36 211 184 213 230 153 58 162 207 149 186 204 60 58 7 17 141 198 17 187 81 153 180 204 17 186 230 183 149 69 201 71 219 222 174 145 165 225 226 233 144 18 211 225 12 226 219 205 180 212 227 6 217 155 215 195 122 17 204 156 8 229 171 187 56 56 219 190 54 187 215 124 18 41 165 219 226 180 200 155 132 183 195 18 190 201
split_gain=6.76194 6.87749 6.29854 7.77623 11.3021 9.6231 11.9095 10.7885 9.16221 10.1035 10.4247 10.4055 10.7575 8.87835 8.85763 12.3533 10.6005 8.08407 8.04972 9.09941 7.83256 7.81973 8.85479 7.99046 7.74708 7.71702 7.43542 8.00114 7.21462 7.12587 7.20598 7.07402 7.06911 10.1577 6.95998 7.25663 6.92683 6.90926 6.85917 6.71757 6.56527 10.0525 9.43184 8.14513 11.0245 9.24791 7.86739 7.67116 8.87034 8.13103 7.81742 7.52049 8.16548 6.95259 6.90392 8.30526 8.19032 6.68664 9.5832 8.08347 6.67507 6.96491 9.32652 6.864 7.98055 6.7578 6.65949 6.64511 6.64133 6.63641 6.63356 8.32421 8.91473 7.53461 7.75084 6.54259 6.53217 7.58044 6.50131 6.36145 6.31397 6.2926 6.23595 6.12966 6.10275 6.09157 6.02795 6.0236 7.69513 5.96455 9.67006 5.85342 5.82313 5.81158 5.79698 5.77197 6.29072 5.76384 5.70988 6.62497 5.70447 5.69026 5.68779 5.62887 5.55362 5.4099 5.3191 5.3018 6.03421 5.29881 8.92263
threshold=0.52437833734890771 -0.0097417626529932005 -0.0077154405880719415 0.061564511881313781 25.093841642228742 157051.78708133975 0.016463264822959903 -2339.4999999999995 1.0139917146810749 0.019394999999999954 0.012618685606867077 72003.750000000015 0.54356382542734683 0.01048174360767007 -0.0090411743149161321 0.19893583121904088 9.086335403726709 1.0023493824780727 -0.0044773495756089679 0.013478803448379041 -0.052525227889418595 0.022671059705317024 -0.012606464792042969 -0.081955101341009126 0.14928700774908069 1.0000000180025095e-35 -0.036027932539582246 372611.81250000006 -0.036247916519641869 0.0013275733799673619 229500.90000000002 0.97545000000000004 0.94891705377838764 0.018530869856476787 377.07142857142861 10934.437500000002 -0.05758507922291755 0.034150000000000007 0.98135000000000006 37514.250000000007 -2029.4999999999998 0.35410721479203722 0.19921321680370224 -1536.4999999999998 24.274825174825178 0.039750000000000008 50406.795000000006 32158.408500000001 -0.090501774102449403 -4443.4999999999991 23474.880000000005 0.0043029200751334437 -734.49999999999989 271.76388888888897 0.064750000000000016 0.026491228070175444 0.15255000000000005 -0.0095802382566034777 0.0034508338430896406 2.5000000000000004 257.42795107565706 0.78759398496240618 -0.0029907865682616826 0.011009240522980692 -0.002065611537545919 -22.499999999999996 -5277.4999999999991 0.0030969281215220694 0.0030110178049653773 3.5000000000000004 0.011009240522980692 0.027679058723151687 -0.027018976397812363 22996.616590909096 0.041804479435086257 -0.013951637782156466 448164.00000000006 0.0063784471713006505 181413.00000000003 0.022334629669785503 7.8762755102040822 0.10567437194555991 -8507.4999999999982 -0.026476447470486161 252144.00000000003 693576.00000000012 0.0019666100852191453 65.500000000000014 9.086335403726709 0.016300000000000005 0.032050000000000002 0.0013048371183685961 145.50000000000003 0.039000000000000007 11.83438818565401 0.01824635919183493 35.519507186858327 -4287.4999999999991 0.47315231611881597 0.33771929824561409 -0.015857224352657791 0.0079275206662714499 20523.007500000003 11.500000000000002 19165.014642857146 0.07970885436011782 -2677.4999999999995 11.308257918552039 -4353.4999999999991 18.500000000000004 0.054571173317450865
decision_type=10 2 2 2 8 10 2 8 10 2 2 10 10 2 2 10 10 8 2 2 2 2 2 2 2 2 2 10 2 2 10 8 8 2 10 8 2 10 8 10 2 2 10 2 10 8 8 8 2 2 8 2 8 10 10 10 10 2 2 8 8 10 2 2 2 10 2 2 2 2 2 2 2 10 2 2 2 2 8 2 8 10 2 2 8 8 2 10 8 8 10 2 8 8 10 2 2 2 8 8 2 2 8 8 8 8 8 8 2 8 8
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internal_value=0 0.00122078 0.00238256 0.00310009 0.00138708 -0.000474689 -0.00389819 0.00535703 -0.000135767 0.00264975 -0.0022687 0.00732138 0.00537489 0.00642874 -0.000160294 -0.00146092 -0.00229124 0.00395346 0.00778855 0.00863435 0.00965972 0.00512195 0.00635036 0.00879835 0.00114455 0.0039148 0.00618168 0.00898303 0.0112681 -0.00398658 -6.85395e-05 0.00239656 0.00615587 0.00764605 0.0111662 0.0133237 0.00282936 0.00997087 -0.00189364 -0.00246457 0.00426577 0.00850814 0.00032707 0.0035273 0.00593576 -0.0015485 -4.15313e-05 -0.0017498 -0.00634264 -0.000880984 -0.00337943 -0.00558166 0.000987431 0.00248926 -0.00853799 0.000126817 0.00885354 0.0128381 0.00316795 0.00589812 0.000608253 -0.00105535 0.00641914 0.00751425 0.011809 0.0146052 -0.0049032 -0.00674812 0.000831675 -0.00208639 -0.00673519 -0.00790288 0.000166664 -0.00271745 -0.00393166 0.00767202 -0.00658637 0.00181263 0.00750421 -0.00509783 0.000271047 0.00508512 0.0180792 0.00775117 -0.00471871 0.00498432 0.00878385 0.00272435 -0.00399788 -0.00599799 -0.00226392 0.00671986 -0.0052706 -0.00947317 -0.00121011 0.00728523 -0.00262508 -0.0107158 -0.00631763 0.000324548 -0.00394486 -0.00706257 0.000388089 0.00327476 0.000273601 0.00420772 -0.00563676 -0.00745435 -0.00919536 0.00901363 -0.00673825
internal_weight=0 2502.43 1344.49 1173.82 677.493 466.357 211.319 211.136 1157.95 370.515 124.175 178.656 496.332 434.351 75.6017 787.432 687.033 100.399 358.749 334.849 306.171 246.34 223.692 163.181 228.947 150.002 126.226 102.326 124.147 78.9454 10450.6 255.038 38.8494 204.516 111.612 98.4081 92.9038 34.2722 61.9812 170.663 43.6765 33.6749 39.0344 235.511 158.735 76.7756 10435.8 928.931 139.152 789.779 334.943 251.589 454.836 368.88 118.552 9506.83 76.8806 52.2113 83.3537 70.383 291.999 232.479 59.5202 74.0927 45.865 40.3905 126.987 77.1356 30.6807 58.6316 236.554 211.822 9474.63 323.414 294.358 29.056 200.457 93.9005 40.4169 85.9562 9151.22 20.5998 32.4637 23.0964 32.4794 47.0392 35.3888 24.7318 458.086 260.957 132.639 30.5966 102.042 128.318 197.129 23.0518 174.077 120.288 118.509 9073.01 125.347 91.5043 8947.66 332.276 8615.39 33.8428 48.9121 113.233 97.993 56.3685 36.7523
internal_count=200949 40626 22488 19957 12187 8359 3474 3828 18138 4965 1736 2998 7770 6734 1186 13173 11437 1736 5548 5367 4918 3229 2837 2855 3669 2547 2178 1279 2177 1122 160323 4885 595 2716 1336 1129 1380 453 1036 2531 563 417 678 4530 2965 1565 159948 13797 2765 11032 4847 3720 6185 5145 2398 146151 802 572 1127 944 4343 3825 518 1254 817 705 1968 1259 469 927 3498 3102 145752 5105 4596 509 3457 1139 508 1040 140647 367 550 426 830 477 333 396 7768 4322 2183 437 1746 2139 3446 450 2996 2046 1825 139474 2594 1941 136880 4795 132085 653 755 1744 1584 700 591
is_linear=0
shrinkage=0.0227381


Tree=630
num_leaves=73
num_cat=0
split_feature=115 41 18 207 8 198 207 185 174 201 152 195 120 162 144 182 136 220 120 41 231 93 69 203 209 17 152 174 42 7 144 13 149 57 41 208 215 223 79 185 207 38 231 182 226 17 215 195 182 127 176 191 8 41 40 218 231 93 214 230 10 138 218 215 38 15 124 217 156 215 44 218
split_gain=4.73782 11.1329 6.96207 5.1299 7.66484 4.7244 5.72252 6.30785 5.39606 4.52789 4.35377 4.84449 4.22913 3.89664 8.51857 8.00601 7.79275 11.0889 10.0069 7.9155 7.07564 6.44317 8.18089 7.53719 6.43814 6.20718 5.84663 5.82252 8.35363 8.18541 7.59617 6.89222 6.30654 5.56209 5.4956 5.45892 4.96099 4.91589 4.90451 4.81849 4.78485 9.29192 7.29683 5.74765 8.25105 6.70239 5.69756 8.76202 9.61444 9.00561 6.10709 7.28464 6.70307 5.37802 4.92727 4.46751 3.85397 3.83399 3.59247 3.35277 3.21286 3.0699 2.92046 2.84149 2.8065 2.49612 2.39631 2.22747 1.63856 1.40339 1.28597 1.25885
threshold=1.0000000180025095e-35 0.20618839652044621 -1482.4999999999998 0.028789571486413482 675490.50000000012 0.60744471994297145 -0.026866842992603775 156.90956386116156 15.500000000000002 558.9653880070548 213898.6575 12.62233560090703 5.7919371774013921 1.0280810618750003 -31.499999999999996 -360.47727272727269 0.81099247842338451 -0.010614139027893542 5.6112484495946884 0.25601867163629516 -0.0020434965845197435 -1497.4999999999998 0.00095000000000000011 0.016530345194041732 0.023481183685362342 -2075.4999999999995 167391.64285714287 11.500000000000002 0.32045000000000007 16580.250000000004 -398.49999999999994 4.5000000000000009 601.04166666666686 0.080950000000000008 0.15240038910234457 -0.026482955552637574 -0.018774900585412976 -0.017235079780220982 0.023350000000000006 508.94513414634156 -0.083780921995639787 41.500000000000007 0.00043642176024150109 -373.34408602150535 -0.006449823733419179 -1536.4999999999998 0.035457136109471328 9.7864741641337414 -1011.9374999999999 32029.376561588357 6.5000000000000009 5.5000000000000009 1129812.7500000002 0.13053784794202253 0.48953703954450017 -0.0095989941619336588 -0.0097897322848439199 -1292.4999999999998 -0.027954258024692532 -0.00078987871529534448 6.5000000000000009 2.5000000000000004 -0.0018092195969074962 0.0024716344196349387 6.5000000000000009 -12504.499999999998 50.021902806297064 0.0090718888677656668 424030.50000000006 0.02878128178417683 0.96245000000000014 0.0030032220529392366
decision_type=10 10 2 2 10 10 2 8 8 10 8 10 2 10 10 8 10 2 2 10 2 10 10 2 2 2 10 10 10 10 10 2 10 10 10 2 2 2 10 8 2 2 2 10 2 2 2 8 10 2 10 8 10 10 8 2 2 10 2 2 2 2 2 2 2 2 2 2 10 2 10 2
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right_child=1 2 -4 70 -6 6 7 12 -10 -11 68 71 -14 14 16 20 17 18 -20 65 24 22 37 -25 -26 34 66 28 39 31 36 57 -34 -35 -36 -37 -38 -39 -40 -41 46 42 54 44 -46 -47 47 49 -50 -51 52 -53 -54 -55 -56 -57 -58 -59 69 -61 -62 62 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73
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leaf_weight=163.15967088006437 8.3583289161324519 5.7433133702725234 8.6667897757142764 3.8500373493880025 6.4098420869559041 7.6015715403482345 5.3211501855403176 9.9866562085226196 12.673340748995541 7.1388913956470779 7.5844883192330625 7.7287000976502878 6.6168090831488362 104.20068369945511 18.549897687509656 13.358833125792442 21.25214340351522 11.057738479226826 15.684989575296639 16.015184427611533 21.885348652489483 80.662509173620492 10.361043421551583 217.85694147273898 16.991457004100084 10.459709817543624 23.454884005710483 3.2391480458900324 10.208344842307268 594.20928710699081 33.225940494798124 14.547744433395563 26.251301747746766 23.890407098922879 27.769768451340497 54.820558986626565 110.52054218947887 60.720146647188812 16.884518377482891 5.6959233712404993 362.23316246294416 29.422205224633217 30.807976026087999 14.051668602041898 34.652646820060909 47.324528964236379 55.788486376404762 473.68005254864693 100.41401529870927 49.161890596151352 2154.339729221072 7358.5593653353862 83.494864934124053 44.978740526363254 15.881597891449927 9.719064293894915 50.682766567915678 17.923141012433916 35.737218930386007 21.908411466516554 22.504117429256439 7.9459840329363969 8.4503360493108612 8.3788508921861631 17.626678972039372 12.364556060172616 12.831460157409309 4.7426599031314245 13.717480075545607 4.5730741638690224 3.2493147603236139 7.4921826850622892
leaf_count=1930 94 82 135 84 135 93 100 138 114 99 92 90 93 1076 92 101 163 88 121 136 160 1076 106 1376 131 66 199 96 201 9952 658 178 236 293 343 415 2133 658 89 107 5815 247 259 123 287 483 1129 7670 1607 977 32597 120759 1817 490 203 275 371 198 717 143 112 108 131 86 259 82 115 80 138 77 91 74
internal_value=0 0.0059654 0.0112777 0.0149753 0.0182799 7.05348e-05 -0.00402465 -0.00769387 0.00139871 0.000116748 -0.0026744 0.00367979 0.000114642 0.000101615 0.0015485 0.000377915 0.00577138 0.00986539 0.013548 0.00062139 0.00462224 -0.000983136 -0.00263889 -0.000884238 0.00846177 0.00264513 -0.000773844 -7.6467e-06 -0.00183379 -0.0022434 -0.00676874 -0.00108343 -0.00165957 0.00499062 -0.00468685 0.0110523 -0.00830499 -0.00911718 0.00525896 0.0101651 0.000131289 -0.00234625 0.00272416 -0.00472654 -0.0111887 -0.00285077 0.000221681 -0.00178048 -0.00635268 -0.000333808 0.00035962 5.59575e-05 0.00140307 -0.00174176 0.0090049 0.00678776 0.0172272 0.00796789 -0.0124637 0.00520906 0.00898833 -0.00425771 0.00198731 -0.00741179 0.0228751 -0.00786757 -0.00647278 0.0149949 -0.00858278 -0.0144507 -0.00130616 0.00953153
internal_weight=0 62.2832 45.546 36.8792 29.7798 12877 135.429 78.6312 56.7978 12741.5 44.1244 22.8225 32.9998 12734.4 886.168 701.172 184.996 98.6776 77.4255 86.3183 165.251 535.921 369.601 298.519 93.6974 166.321 71.5536 11848.2 830.283 809.636 156.705 652.931 620.461 128.091 38.2295 76.7059 143.746 71.0812 57.9385 20.6469 11018 380.279 121.091 259.189 48.7043 210.484 10637.7 679.044 156.203 522.842 9958.63 7720.79 2237.83 74.4009 46.6896 12.9582 61.7405 32.4709 45.6314 35.2672 41.054 26.383 16.3963 16.7372 23.37 28.3797 36.2863 14.951 21.302 40.3103 7.09935 15.2209
internal_count=201049 966 786 651 476 200083 1965 1364 601 198118 487 257 470 198019 7512 6258 1254 743 580 511 1264 4994 3216 2452 706 1778 558 190507 14114 13726 3162 10564 10188 1369 409 575 2791 764 293 388 176393 4022 1199 2823 410 2413 172371 11383 2736 8647 160988 126574 34414 737 462 371 459 376 894 244 204 377 239 180 341 218 314 281 230 794 175 164
is_linear=0
shrinkage=0.0227381


Tree=631
num_leaves=112
num_cat=0
split_feature=43 7 153 55 67 206 211 126 180 157 67 152 212 151 177 183 66 131 226 40 66 16 39 50 124 202 40 155 231 206 41 183 5 5 216 152 231 181 219 218 222 44 81 217 202 121 204 216 120 145 184 151 152 179 190 228 145 72 217 155 122 38 122 144 223 192 122 218 212 171 143 180 130 213 231 121 122 14 122 151 213 145 181 190 41 206 17 120 231 39 150 83 124 210 73 151 46 26 202 126 162 67 142 211 180 38 212 76 123 221 219
split_gain=4.51517 7.81856 8.14734 8.98976 7.9575 8.01732 7.41077 8.6926 9.67884 8.13558 9.04677 6.93364 6.62904 6.45904 6.39229 5.95754 6.37404 5.76379 5.69713 5.62596 5.50687 8.71889 7.99935 7.51948 7.14306 7.54928 5.56503 10.297 6.47121 5.97186 5.66338 6.78889 9.36862 9.12246 9.52511 8.8669 8.72995 7.63176 7.27035 8.82264 6.944 6.4737 6.60067 12.3979 7.40124 5.91558 5.75938 5.50439 5.54294 5.34681 6.76888 5.09248 5.06468 5.03573 4.89082 8.13347 9.58174 8.89289 7.68411 7.01335 5.75554 5.74273 10.8996 10.1822 12.9662 10.0751 8.42398 6.93218 5.64553 4.83514 4.80264 4.73276 4.7132 4.71267 4.60245 4.49188 4.2643 4.25755 4.1037 4.04513 4.04053 3.8862 3.88561 3.81753 3.81459 4.60927 3.78792 3.7789 3.76673 3.73243 4.54884 6.28064 4.44714 3.59038 3.54744 3.49786 3.42813 3.40907 3.40047 3.30784 3.15761 3.14027 2.92547 2.90526 2.77253 2.72724 2.71634 2.59075 2.51405 2.4392 2.36761
threshold=0.0030500000000000002 52764.750000000007 895587.75000000012 0.0051500000000000009 0.053950000000000005 0.018248863518238071 0.01935072056949139 0.082022046323959444 5584.4820000000009 56733.750000000007 0.011750000000000002 213898.6575 0.0041255336254835137 1639.5000000000002 0.75500000000000012 -543.49999999999989 0.021550000000000003 0.27408636306445444 0.0018661696813069286 0.70388464439955178 0.016050000000000005 -3264.4999999999995 0.34072776607978 0.18125000000000005 49.498973305954827 0.14819284528493884 0.76702993007865949 100186.88175000002 0.0038107289001345639 0.0045057733077555904 0.59632431487143112 -1840.4999999999998 261164.25000000003 134174.25000000003 -0.0062935752794146529 75010.90575000002 -0.0047486212570220223 241328.64705882355 -0.014678434003144501 0.0048577641136944303 -0.026403201743960377 0.96745000000000003 0.068250000000000019 -0.011520522180944679 0.16119554638862613 0.10364173600118998 0.067912600934505477 -0.011420617811381815 3.728676663855127 1426.8073271007818 224528.17500000002 1602.5000000000002 102023.38562500001 1.0043964794084685 6.5000000000000009 -0.0044680244754999867 286.3495615498806 0.98635000000000017 -0.012840414885431526 2573.0654227941181 0.042201875601252874 46.500000000000007 0.032258442820962248 -141.49999999999997 0.0072410441935062417 2.2025641025641032 0.036059790575248017 0.00060807322734035562 0.036401206627488143 222.50000000000003 -555.49999999999989 21899.497500000005 0.6163685316351295 0.01878514047712088 -0.0069861707743257275 0.13959926753472071 0.049222023901015481 0.031042000000000004 0.092300081724854238 763.50000000000011 0.010607729200273754 591.45690993702647 157377.28125000003 64.500000000000014 0.19350502769441602 -0.017280006781220433 -4614.4999999999991 1.3903909882077501 0.0015335715143010022 0.6419665166412486 -551.49999999999989 0.019950000000000006 37.953456536618766 -0.013405431061983107 0.72155000000000002 2794.0000000000005 0.0022500000000000007 8.5000000000000018 -0.055939266458153718 0.035353589356644101 1.57485917270961 0.55895000000000017 -736.38181818181806 -0.00055221316870301951 6279.7612500000005 6.5000000000000009 -0.039380388334393494 0.11205000000000002 0.81672571726251364 -0.0032766622025519605 -0.0091757629998028261
decision_type=8 10 10 8 10 2 2 2 10 8 8 8 2 10 8 8 10 8 2 10 8 2 10 10 2 2 10 8 2 2 10 8 2 2 2 10 2 10 2 2 2 8 10 2 2 10 2 2 2 10 10 8 10 8 10 2 10 10 2 8 10 2 10 10 2 8 10 2 2 10 10 8 8 2 2 10 10 2 10 10 2 10 8 8 10 2 2 2 2 8 8 10 2 2 8 8 8 2 2 2 8 8 10 2 8 2 2 8 8 2 2
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internal_value=0 -0.00135467 -0.00076397 -0.000211626 0.000531499 0.0018024 -0.0027393 0.00152183 0.0120727 0.0190322 -0.0030794 -0.0060357 0.00015471 0.00142357 0.00196094 0.00709421 -0.00350597 0.00131072 0.00930443 0.0138744 0.00093704 0.00171499 0.00464411 0.0106175 0.00111182 -9.26943e-06 -0.00317851 0.00308302 -8.07789e-05 0.00339422 0.00202766 0.0043721 0.000708775 0.00875323 0.0109361 -0.00194924 0.0132673 0.0146758 0.000784653 0.00283554 -0.000200525 -0.00175982 0.000116053 -0.00365854 -0.00209443 0.00355605 0.00134538 0.00983212 -0.00275511 0.0103163 0.00722223 -0.00372122 0.00535304 0.00678105 -0.00288478 -0.0045961 0.00216422 0.00281998 0.0023805 0.00330258 0.00217587 -0.00341594 -0.0115011 -0.00590884 0.0154127 -0.00282354 0.00467106 0.00896538 -0.00735662 -0.00422316 -0.00798817 -0.00993801 -0.00206163 0.00909059 0.0034939 0.00592432 4.12149e-05 -0.000582741 0.000610326 0.00306194 0.00242279 -0.00077552 -0.00814549 -0.00219938 0.00386244 0.00019276 0.00203594 0.00457312 2.73819e-05 -0.000629465 -8.8742e-06 -0.00214239 0.0147402 -0.000358218 -0.0042946 -7.761e-05 0.0059293 0.00909652 0.00454244 -0.00345096 0.00955541 0.0113864 -0.00408172 -0.00575332 -0.00234724 -0.00561585 0.00685893 -0.00803306 -0.00814674 -0.00239987 -0.0109166
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is_linear=0
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Tree=633
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decision_type=10 2 2 10 8 8 8 2 10 2 10 10 10 2 10 2 10 8 10 8 10 10 10 10 10 10 8 8 10 8 10 2 8 8 2 10 2 2 2 2 10 10 2 2 10 10 10 8 8 8 2 2 2 8 10 10 2 2 2 10 10 10 8 2 10 2 8 2 10 2 10 10 2 2 2 10 10 10 10 2 10 2 2 2 10 2 2 10 2 2 8 10 10 2 2 10
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shrinkage=0.0227381


Tree=634
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decision_type=8 2 10 2 8 10 10 10 2 10 8 10 10 8 10 10 2 8 8 10 10 10 10 10 2 2 10 10 2 2 2 2 8 10 2 8 2 8 8 10 8 8 10 10 8 2 2 2 10 2 10 8 2 8 2 2 8 2 2 8 10 10 2 10 10 2 2 2 2 2 2 8 2 10 2 2 8 2 8 8 2 2 8 2 10 2 10 2 2 8 2 8 10 2 10 10 8 2 2 8 10 10 2 2 8 2 8 10 8 10 8
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leaf_count=297 943 609 147 181 173 283 2579 138 3142 3481 1630 1690 418 495 776 270 622 403 5341 433 470 536 927 88 4434 534 849 137 86 280 2172 14584 188 11577 315 162 950 161 293 92 4583 252 492 1783 2554 400 691 129 74 452 258 2583 478 267 1834 3037 174 1256 197 389 705 271 584 2002 285 788 117 1915 707 819 184 513 3868 595 1175 38007 2828 1657 705 6022 1394 15017 4044 2394 98 759 6304 2150 683 4904 573 5041 223 222 117 490 243 194 509 2785 173 78 522 654 434 461 179 889 739 89 338
internal_value=0 0.000466202 0.000519334 -0.000359625 -0.000662152 -0.00210944 -0.000760375 -3.40524e-05 -0.00269167 0.00172211 -0.00369986 0.00305997 2.22024e-05 -0.000421051 -0.000650505 -0.00356343 0.000479164 -0.0044921 0.00181302 0.00908321 0.00100962 0.00402269 -0.00441779 -0.00611065 0.00432519 0.00673178 0.00917318 0.0134515 0.0158096 -0.000166608 0.00110278 -0.00135536 0.0101203 0.00168075 -0.00747816 0.0027669 0.00169954 0.0126657 0.0189623 0.0102938 0.000805085 0.00422164 -0.00207843 -0.0039396 0.00824779 0.014804 0.0199604 0.00706609 -0.0016477 0.00687055 0.00243903 -0.0101051 0.00278567 0.0161557 -0.00474755 -0.00653591 -0.002762 -0.00137906 0.00125198 0.00464856 0.0101098 -0.00932059 -0.00479755 0.000433383 -0.000536265 0.00183094 0.00274738 0.000849278 0.00145315 0.00908673 -0.00162298 0.00126661 0.000453862 0.00276165 -0.000782037 0.00023381 0.00723861 -0.000201029 0.00138188 -0.000170972 0.00565414 0.00306833 0.000410276 0.0045492 -0.00613522 -0.000621446 0.000161231 -0.00185683 -0.00220783 -0.00367579 0.00245724 0.00247042 0.00854309 -0.00182833 -0.00486156 0.000115748 -0.0049247 -0.00869255 -0.00600204 -0.00691501 0.00159023 0.0236092 -0.0046212 0.00387881 0.00478579 -0.00205345 0.00389504 -0.000633525 -0.00732909 0.00979359 0.0128998
internal_weight=0 7578.64 7551.66 5395 4740.85 1516.28 1010.58 898.175 355.546 542.629 104.388 438.241 3224.57 2782.49 2705.19 377.573 189.465 87.7735 654.155 56.2756 597.879 238.034 283.806 231.388 374.375 166.589 128.114 77.6489 68.2966 2327.62 1125.93 1201.69 22.671 1059.62 188.108 442.079 396.407 21.36 16.4137 45.6724 375.047 169.832 205.215 183.667 117.097 34.0792 23.8873 88.809 1179.02 77.2952 60.0485 132.976 50.2071 30.0959 505.706 325.048 145.284 180.658 133.068 98.1566 51.6764 179.764 130.151 7462.85 2239.35 702.717 635.268 5223.5 3812.96 81.1696 1536.63 3731.8 2424.81 1306.99 1410.53 2371.99 211.257 1273.92 713.671 529.475 184.196 1275.18 424.011 145.719 67.4487 1186.84 1008.88 539.277 560.248 427.538 132.71 469.606 194.442 278.291 177.958 81.5865 349.793 61.9342 314.165 289.99 50.4656 20.9397 52.735 71.7399 101.691 46.4803 35.6277 55.1324 34.9114 72.7778 54.8456
internal_count=201216 112119 111510 89097 80090 30114 19524 16945 5094 11851 2246 9605 49976 36545 35662 6011 1954 898 9007 881 8126 2785 4157 3230 7915 2315 1779 1072 935 29651 14525 15126 468 13749 4057 13431 11752 616 454 1679 11136 4278 6858 6366 2806 1261 861 703 14658 883 710 2853 616 448 10590 5900 2592 4690 3434 2498 1094 3308 2418 110807 31956 11193 10113 78851 59823 1116 20763 58707 42582 16125 19028 41875 3336 17113 9778 6727 3051 15612 6777 2511 1080 16863 15497 8454 7335 5587 1748 7043 3051 4266 1366 607 3900 982 3537 3294 707 769 1472 937 1056 1404 363 1204 936 574 427
is_linear=0
shrinkage=0.0227381


Tree=635
num_leaves=110
num_cat=0
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split_gain=6.70566 5.93741 5.68892 8.0081 6.45883 5.08898 4.80115 6.45894 7.31854 5.39579 5.17115 4.72391 4.44413 7.64955 6.84555 8.9204 7.9126 8.16991 7.24026 6.16968 5.71309 6.54255 8.35721 5.72536 5.70993 6.75747 5.70033 6.87253 8.39753 7.96078 6.87303 6.7111 6.16872 5.65811 9.85511 10.1425 10.9628 8.33902 9.62388 8.83051 10.4483 8.30031 8.17154 8.15407 9.66581 10.2054 8.81518 7.75399 10.5719 8.63438 7.58229 8.92901 7.31613 7.19199 7.71195 12.4253 8.78589 7.64279 7.85367 5.52582 5.45205 5.85713 5.04613 4.90563 4.35896 4.09797 4.80904 5.83561 4.05019 3.86944 3.71815 3.70716 3.68418 4.49861 3.6838 3.37268 3.28642 3.11864 3.07231 2.89474 2.84972 2.74827 2.73503 2.68989 2.6658 2.57342 2.5151 2.50591 2.48167 2.476 2.37898 2.37052 2.3663 1.97644 1.90155 1.88641 1.86352 1.83865 1.69782 1.59516 1.49946 1.10468 0.973045 0.894478 0.832569 0.586464 0.324181 0.18646 0.122837
threshold=-2796.7499999999995 37683.746250000004 -0.0025620008818805213 0.058901106938719756 -0.030143520794808861 0.10513390461855261 -0.014645720366388558 -0.017418337054550644 0.26393188854489169 0.067350000000000007 0.0085784350521862524 0.10765000000000001 -0.0292110051959753 -12285.499999999998 0.0080947265197593259 0.21800711223060362 6.8811764705882359 0.25305910869937898 2.5000000000000004 40.500000000000007 -0.015470143873244522 -0.013960936106741427 0.14332399626517275 -0.034735539928078644 -0.0068498135078698388 0.32173531691069229 0.42506303889237823 0.53692508394925942 0.021501555107533935 0.01523198187351227 0.0097500000000000017 8.2670542635658943 1479.5000000000002 1151.5000000000002 1.5000000000000002 33.140314852840525 0.02862475905567408 63.308692676249152 82520.250000000015 -0.0088813262991607172 703.22601742179563 0.036745630534707703 -180.96874999999997 42.500000000000007 41.500000000000007 0.0049045000000000009 28919.250000000004 0.0012298799701966347 -0.01375974854454398 26.401754385964917 0.0031937583642548122 35.500000000000007 6.355197132616488 38.520191649555109 -0.02891215123236179 0.029943572357296947 0.0136609198525548 1436647.5000000002 0.031601570587271262 0.0017038900405168535 -0.028886714950203892 405763.36363636371 8.5000000000000018 0.00028661929536610847 3.5000000000000004 -0.031734336167573922 0.00970598077401519 0.033371688798069961 0.037950000000000005 0.082752907454404459 -0.0036531258374452587 0.029485971666872505 0.0672674769411305 0.14313499435740909 0.0064500000000000009 0.47913043478260875 20004.750000000004 0.0010203134152106943 0.33385555487175916 -91.499999999999986 -0.0042042641434818498 0.058300000000000005 1462.5000000000002 0.011582089588046076 11.917517006802724 -0.014863656368106602 0.022194604389369491 -0.020016590133309361 0.35388994307400384 0.69249589720517346 31542.750000000004 -0.0014533501816913483 250648.87500000003 0.0084919291548430937 -0.00034040887840092177 -0.010614659171551464 -140.49999999999997 0.0088508445769548433 10.500000000000002 -0.019762891344726082 10.004385964912283 0.0022108254488557581 33077.250000000007 0.001331143837887794 26.107919254658388 -0.077713854610919939 37.129363449692001 -4680.4999999999991 0.9769500000000001
decision_type=8 10 2 2 2 8 2 2 8 8 2 8 2 2 10 8 8 8 10 10 2 2 8 2 2 10 10 10 2 2 8 8 10 10 8 2 2 2 10 2 10 8 8 2 2 2 10 2 2 8 10 8 10 2 2 2 2 10 10 2 2 10 10 2 10 2 2 2 10 8 2 2 10 10 10 10 10 2 8 8 2 10 8 2 8 2 2 2 8 10 10 2 8 2 2 2 10 2 10 2 8 2 10 2 8 2 2 2 10
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is_linear=0
shrinkage=0.0227381


Tree=638
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decision_type=8 2 10 8 2 2 10 2 10 2 2 10 10 2 8 8 2 10 10 2 2 8 2 8 8 10 2 8 8 8 10 8 8 2 8 2 2 2 10 2 2 8 2 8 10 8 2 2 2 8 8 8 10 8 2 2 10 2 2 2 8 10 2 8 8 2 8 2 2 2 2 10 2 8 8 8 2 8 8 2 10 8 8 10 8 8 2 2 2 10 2 10 8 2 2 2 2 2 2 8 10 2 2 2 2 2 10 2 8 10 8
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leaf_count=140 68 115 86 124 322 193 1698 272 209 126 99 218 134 81 186 187 97 185 286 206 103 515 1729 3708 156 129 824 7984 3305 1594 641 296 80 852 575 1303 105 134 304 255 3778 101 204 97 191 606 679 106 137 255 173 236 80 73614 114 214 218 149 128 381 160 2746 12223 59251 1585 552 370 117 181 105 84 266 159 373 101 103 378 1156 110 362 177 328 1744 303 89 143 106 186 1028 222 97 131 352 84 307 207 163 100 206 226 478 105 216 105 446 89 89 222 509 239 946
internal_value=0 -0.00202503 0.00392328 -0.00321306 -0.000726323 0.00713867 -0.00651855 0.000212514 0.000266853 -0.00297145 0.00309189 0.0109922 0.0166147 0.000332991 -0.000857521 -3.08213e-05 0.000522892 0.00429781 0.00597553 0.00883926 -0.00262103 0.00465515 0.00791822 -0.000428394 -0.00405614 -0.000372051 -0.00696743 -0.000884213 -0.00355241 0.00257277 0.000231824 0.00588735 0.00428082 0.0170836 0.00840099 -0.00721866 0.000423288 0.00925309 0.00620283 0.010232 0.000633911 0.000368806 -0.00682196 0.00832984 0.0199565 -0.00354593 0.0106114 0.00855028 -0.00703039 -0.00815151 0.00318806 0.0155531 -0.00346552 0.000416358 0.0132836 0.00954721 -0.00158147 -0.00287814 -0.00410316 0.00317502 -0.00216933 0.000388336 -0.00125906 0.000534276 -0.00492864 -0.00657812 0.00230932 0.00825061 -0.000625303 -0.00961941 0.0117563 0.0162348 -0.00571326 -0.0063607 -0.00122631 -0.00966342 -0.00758569 -0.0118636 0.00639874 -0.000275228 0.00466318 0.0105638 -0.00960898 -0.00431978 0.00542537 -0.0105916 -0.0109793 0.00621276 -0.00758834 0.00505953 0.0157262 -0.0107203 -0.0120332 0.0104126 -0.00561593 -0.00182707 0.00465534 -0.00588429 0.000986673 0.0189858 -0.00792234 0.00433188 0.0162962 0.0199419 -0.00697107 0.00238444 0.00613109 -0.00380776 -0.0074772 -0.0127754 -0.00943748
internal_weight=0 489.237 78.1496 411.088 240.584 47.4011 170.503 56.2999 12459.5 241.814 57.7909 31.9297 21.2936 12217.7 1676.61 1339.17 10541.1 261.668 233.05 174.633 58.4168 124.767 89.4669 1287.68 337.434 155.053 62.3692 1207.9 350.698 122.687 857.206 79.781 92.6836 49.866 69.6574 44.542 10279.4 13.8748 86.9325 55.5013 832.979 10192.5 228.011 60.443 42.6851 35.3001 54.5416 51.4899 182.381 168.214 17.9947 24.7544 32.2406 10121.4 41.6519 22.0288 31.4311 193.183 174.182 40.4091 32.8216 10099.4 816.534 9282.82 184.023 150.508 33.515 20.1984 65.8176 114.203 41.1201 19.8895 71.1219 133.773 56.9821 76.7911 31.0942 68.6454 25.8879 28.0055 35.9007 18.0244 150.219 63.8665 13.145 49.2242 36.0255 8.51647 28.6184 19.0768 35.5438 84.6905 78.3477 12.0157 34.7231 58.2602 21.9387 36.3215 21.1668 27.2996 61.5508 14.1675 26.1148 16.0464 25.8612 15.3617 19.001 22.6467 26.8637 86.3526 57.5737
internal_count=201110 8306 1248 7058 4447 775 2611 808 192804 5025 1106 561 343 187779 29234 23340 158545 7527 6402 4284 2118 3056 2244 22748 5894 2698 1185 21214 8811 4899 12403 1534 1513 1228 1347 1698 151018 420 1205 683 11762 149813 3912 844 1043 812 776 592 3196 2954 413 429 669 148149 689 315 522 3672 3434 891 763 147834 14969 132865 3919 3306 613 243 1238 1803 486 457 1664 2543 962 1581 479 1478 483 658 686 505 2541 558 218 967 1409 289 1125 382 428 2068 1937 240 536 791 278 513 306 323 1505 242 300 371 545 229 238 346 589 1983 1424
is_linear=0
shrinkage=0.0227381


Tree=639
num_leaves=112
num_cat=0
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split_gain=5.41426 9.09573 9.07833 8.48443 7.98603 8.51006 8.09261 8.00265 7.93524 7.40633 7.17759 7.80545 7.06578 7.56985 11.6896 6.98883 6.98329 6.87018 8.34488 8.70295 8.14297 9.75754 8.30869 11.8528 7.95368 7.71494 9.17311 7.66683 7.38808 6.9688 8.11197 6.68235 6.76876 6.67064 6.62371 6.59835 8.57852 9.43289 8.34209 14.7659 8.19541 12.0625 8.47089 8.65287 8.28353 8.44191 7.66947 8.50348 7.53072 8.84899 7.51554 7.33881 6.75245 6.74712 7.19039 7.75532 6.68049 6.46281 6.44035 7.13673 6.41509 6.32119 6.30374 6.12618 6.11961 6.87272 8.32477 6.00849 12.4607 7.59862 11.0471 6.69794 10.8043 9.90311 5.97904 8.35829 13.0322 6.96704 5.94988 7.56491 9.35647 6.82402 6.55987 7.62862 6.27286 5.88952 5.87115 6.96065 5.85228 7.82153 5.78031 5.72511 5.6666 6.47111 5.62069 5.60855 5.58617 5.58361 5.51819 5.44585 6.95537 5.67287 5.60834 5.32478 9.15274 5.73209 5.29991 5.28777 5.49849 5.27015 5.18057
threshold=3.5000000000000004 0.045960141345858581 1.5000000000000002 0.27520834115628318 42895.755000000012 -2757.4999999999995 1.0000000180025095e-35 0.077145854350974152 -585.49999999999989 0.085153604967317026 0.077941510826349272 0.39009661835748799 13.500000000000002 0.55789426679496235 0.037997227162122733 0.60345000000000015 2862.3475000000003 0.99999888894567346 36494.568385155515 0.10155338001840225 0.69380830051702447 0.0079112276434898394 0.019292610697448257 -0.018936406821012493 1463987.2500000002 -0.012432352639734743 0.0042302531655877837 -0.0082334461621940119 -0.012279817834496496 1.0000000180025095e-35 -10077.499999999998 6144.2137500000008 0.042791206389665611 -0.014102063607424496 36056.250000000007 4.5000000000000009 -0.020068919286131855 8711.527500000002 -0.015452761668711899 0.79633277650791034 -19922.499999999996 -8025.4999999999991 0.29106957219509966 0.011741113383322956 1.5000000000000002 -469.49999999999994 0.32238136640558041 -0.059381730854511254 338049.00000000006 -0.052494175732135766 -710.49999999999989 0.0031556016765534882 -0.027316538617014881 0.0066500000000000005 0.0026388542028144006 51795.000000000007 0.36057007230661092 0.46764905676707197 0.0069274553097784528 0.083100000000000021 0.76855000000000018 0.017181778326630596 0.49357626953718753 16345.648125000002 0.018444186076521877 0.004413312068209053 21.500000000000004 34.500000000000007 -841.49999999999989 -0.0031219004886224862 -0.0015347467269748447 0.27839611712732543 0.79113580569704844 0.017037762328982357 1.5099247091033541 0.0043219551444053659 12.500000000000002 10.500000000000002 0.87320915802556309 168.50000000000003 144680.25000000003 -1442.4999999999998 0.018713414669036869 0.030223838984966282 40.500000000000007 -0.0038549954770132895 1.0422969848246497 20.707107843137258 -0.0073505027685314408 0.014176528900861742 0.0041506285779178151 -1020.4999999999999 307.90087877436616 16.500000000000004 0.045600045472383506 424163.25000000006 0.98685000000000012 -0.010136120021343229 -0.0149849453009665 1463987.2500000002 260382.75000000003 146436.75000000003 0.042597757652401931 0.029387570394036763 -1421.4999999999998 0.014625016599893572 -0.011332491412758825 0.16279637813568118 -4194.4999999999991 -0.027980549260973927 0.012203780468553306
decision_type=2 2 2 10 10 8 2 10 10 8 2 8 2 10 2 10 10 8 2 8 10 2 2 2 8 2 2 2 2 2 2 8 2 2 10 10 2 8 2 8 2 2 8 2 2 10 10 2 10 2 8 2 2 10 2 10 10 10 2 8 8 2 8 8 2 2 8 10 8 2 2 2 8 2 2 2 8 2 10 10 10 10 2 2 8 2 10 10 2 2 2 10 10 8 2 10 8 2 2 8 8 2 2 10 10 2 2 2 2 2 2
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internal_weight=0 27.4087 20.6985 12913.7 9992.78 9983.54 2920.88 210.831 114.831 96 2710.05 135.315 37.0153 98.3001 2574.74 58.1843 50.0617 25.4283 73.8512 30.2251 43.6261 31.2626 40.9802 9953.72 2127.19 2063.61 1223.96 307.779 916.185 839.647 441.204 398.442 63.5796 7826.53 298.882 250.556 152.253 98.303 48.3261 7527.65 60.5211 45.8503 45.1605 7467.13 416.252 7050.87 2516.55 957.652 787.768 1558.9 591.459 140.18 967.442 458.294 509.148 169.884 451.279 120.431 667.337 46.5377 123.346 65.4962 23.2359 23.9229 50.8395 43.2782 56.02 45.5961 17.1428 18.7564 27.7335 35.1166 17.7443 45.3025 26.6663 21.6598 9.82739 29.8161 14.1198 39.6566 17.427 35.7687 32.8038 12.1676 15.5159 8.48776 24.3783 25.7436 11.5714 13.8569 11.5869 31.1689 24.7422 9.241 12.3635
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is_linear=0
shrinkage=0.0227381


Tree=641
num_leaves=112
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split_gain=5.89573 5.31491 8.6654 13.6904 13.5212 9.14768 11.8819 12.4922 7.82011 7.79367 8.27386 7.69731 7.61581 7.42506 7.23691 7.66973 7.22065 7.04289 7.01942 11.2103 8.26554 7.62811 7.90077 7.46573 9.88115 7.15322 6.97119 6.9292 10.577 6.9084 7.08953 6.9568 6.88805 6.69648 6.52286 9.28628 7.91914 10.0353 9.33372 8.22218 9.53663 7.88582 7.23812 8.34592 7.84195 7.02274 8.09655 6.72602 6.59706 11.1486 9.98854 9.03132 8.54595 7.82208 7.65385 9.50955 11.1422 8.80589 8.99399 7.88418 7.52319 7.50352 6.44057 6.2498 8.4962 8.69066 8.22152 8.04458 6.17846 6.07795 6.05412 5.93613 5.8763 9.9176 7.3699 6.24966 7.48386 6.59816 5.67806 5.629 5.54727 5.40773 5.20697 5.02477 5.81998 4.93559 4.85008 6.06347 4.51377 5.88543 4.40759 4.36493 4.35969 4.35475 4.28652 4.49908 4.16744 4.15065 4.10011 4.08199 4.01517 4.25217 3.85678 3.76841 4.79332 4.66835 3.76643 3.58404 3.55547 3.50821 3.47074
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decision_type=8 10 8 8 8 2 10 8 10 8 8 10 2 2 2 2 10 2 10 2 2 10 2 10 10 10 10 2 8 10 10 10 2 2 10 10 8 10 2 10 2 10 10 10 10 8 2 2 8 10 2 10 10 8 8 10 2 2 2 2 2 2 2 10 2 2 10 8 10 10 8 2 10 2 2 2 10 2 8 2 2 10 2 2 10 10 2 2 10 10 10 2 2 2 8 2 8 10 2 10 10 8 10 2 10 8 10 8 2 2 10
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is_linear=0
shrinkage=0.0227381


Tree=642
num_leaves=112
num_cat=0
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decision_type=8 8 10 2 10 8 2 2 8 2 10 10 8 2 2 2 10 8 8 8 8 8 10 8 10 2 2 10 2 10 8 10 2 2 10 10 10 2 2 10 10 10 2 10 2 10 2 10 10 10 2 10 2 2 8 2 8 2 8 2 2 10 10 8 2 2 2 8 10 10 2 10 2 10 8 8 2 8 8 10 10 2 8 2 8 2 10 8 8 2 2 2 10 8 10 2 10 2 2 2 2 8 8 8 8 10 10 2 2 2 10
left_child=1 -1 3 -3 -5 39 8 20 9 12 -10 17 27 -13 26 16 19 18 29 -14 72 22 38 37 47 103 -15 28 62 -11 31 63 33 36 -35 -34 -32 99 105 52 42 44 43 50 66 46 -43 -24 59 51 -41 -50 53 71 91 58 -57 -58 88 60 -46 -61 -7 65 -65 -23 70 69 -69 -68 87 82 74 78 101 109 -77 -33 102 -44 89 -82 83 -2 94 -85 -75 -42 -56 -27 -19 -55 -93 -26 -84 -72 97 -22 108 -12 -79 -8 -74 -25 -105 -9 -101 -37 -99 -40 -17
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leaf_count=149 767 121 310 643 190 59035 128 282 4108 440 186 153 373 114 368 355 256 2745 476 793 2454 1539 443 2238 338 1317 566 780 705 328 673 199 1462 3756 1879 1305 11722 207 522 246 81 543 2849 803 190 346 154 278 1627 185 731 1345 630 601 612 1063 343 889 4124 2790 783 1818 1452 1247 1366 7463 395 6427 7148 190 165 1876 1160 681 865 416 2228 167 258 239 977 2360 2415 798 3160 181 174 1043 184 1524 353 250 330 311 1667 317 1479 1184 330 323 798 331 150 3341 9520 312 2434 1948 542 672 576
internal_value=0 0.00445073 0.00624725 0.00786166 0.00966933 5.63395e-05 0.000364601 0.00117669 -0.000213225 0.000404885 -0.00186525 0.00612171 1.02631e-05 0.0155847 0.0195423 0.00533801 0.00915992 0.00294137 0.0103873 0.0122963 -0.00125438 0.00181834 0.00470462 -0.000999346 0.0104781 -0.0002354 0.0269447 -0.000321366 -0.000199035 0.0170251 0.00124074 -0.000786938 0.00211254 0.00297148 0.00569282 -0.00101057 0.0015014 -0.00584771 0.00293026 -0.000572893 0.000126431 0.000755187 -0.00275168 0.00155014 0.000468664 0.00997808 0.00277582 0.0164322 0.00284221 0.00556717 0.00594353 0.00679327 -0.00191672 -0.00160717 0.000419911 -0.000841835 0.00375556 -0.00204896 -0.00301078 0.000699007 0.00644727 -0.000962477 -5.06509e-05 0.00029478 0.00471061 -0.00104286 -0.000553123 -5.77199e-05 -0.000475198 0.00741283 -0.00526876 -0.00302257 0.00179682 0.00427091 -0.00285822 0.00159013 0.00381565 -0.00655545 0.00846304 -0.00533066 0.00326547 -0.000235705 -0.00383541 0.00066475 -0.00487563 0.00504915 -0.00148733 -0.00757358 0.0018407 0.00686627 -0.000410793 0.00595314 0.000239286 0.00278961 -0.00231407 0.00455501 -0.00327681 -0.00470879 -0.000988938 -0.0074952 -0.00921125 0.00353352 0.0106633 -0.00141688 -0.000627195 0.0112822 -0.00892488 0.00112947 -0.00342669 -0.00311598 -0.000813075
internal_weight=0 143.871 128.567 116.258 103.387 12815.4 8603.95 3573.2 5030.75 3665.7 1365.04 228.639 3437.06 49.0761 41.186 193.8 116.937 179.563 50.1415 92.3139 744.444 2828.76 461.444 1221.55 98.5609 1063.06 27.1049 3243.26 3216.59 30.0161 2367.31 712.038 1655.27 1298.56 446.784 356.719 851.771 158.487 362.883 4211.46 2775.09 2282.75 492.346 185.82 2222.73 60.016 41.3662 50.034 664.296 286.407 113.691 264.04 1436.37 1397.21 576.956 475.758 150.487 86.506 325.271 377.889 79.1808 298.708 3174.74 606.471 135.96 470.51 1558.43 1418.15 1350.72 67.4303 140.279 820.252 297.128 194.477 102.651 321.528 219.401 105.568 110.206 306.526 264.409 138.133 713.251 134.497 578.754 78.5636 84.271 115.218 105.574 126.276 129.421 101.198 52.8477 48.527 297.867 25.0618 447.316 345.438 159.115 144.551 85.2839 45.585 94.1622 798.651 696.975 41.3551 132.395 262.768 127.139 102.126 76.863
internal_count=201183 1413 1264 954 833 199770 149465 51062 98403 69868 28535 5543 64325 1201 1048 2353 1422 4342 1244 1166 9736 41326 5802 24427 1370 21277 680 61972 61192 768 35524 12779 22745 18030 5635 4715 12395 3150 4432 50305 30415 25547 4868 1780 24504 1043 697 721 8738 3157 977 2972 19890 19260 8396 7215 2295 1232 4920 5581 973 4608 60487 11615 2613 9002 15766 14160 13575 585 1606 10864 3747 2423 1324 3838 2644 1164 1568 3088 6178 3337 8988 1746 7242 979 855 1124 796 2841 3098 1181 580 649 4082 482 5989 4510 2056 2943 965 459 1310 15099 12861 594 2757 3253 1726 1194 931
is_linear=0
shrinkage=0.0227381


Tree=643
num_leaves=112
num_cat=0
split_feature=192 154 209 55 212 176 152 151 151 128 206 157 210 135 226 30 141 184 181 71 206 198 226 182 144 89 153 29 187 188 126 209 195 191 131 31 212 12 217 17 221 26 145 7 154 217 226 212 39 151 226 231 204 176 209 231 224 204 17 207 151 76 206 135 181 208 182 224 142 153 17 208 233 217 224 182 135 6 188 216 76 135 229 142 93 226 124 133 120 17 181 208 209 221 171 224 145 138 224 41 217 221 141 154 134 221 53 191 211 7 211
split_gain=4.58938 9.04703 9.34915 6.01223 5.06354 4.40137 7.10514 9.16387 8.59916 7.69164 7.67872 7.58483 7.71972 15.3841 8.32409 8.21739 7.181 7.46313 12.6551 7.60289 6.66104 6.45382 6.40699 10.7084 8.08232 6.35834 8.0524 15.7728 8.60567 8.88129 7.71206 7.58552 7.57482 7.19431 7.07297 8.13817 9.45115 8.41058 9.14015 8.12172 10.8049 11.2685 7.41565 7.40355 7.02538 8.43086 6.87018 6.86981 9.86401 8.40071 8.38535 11.5885 9.43447 8.15383 6.80672 6.74454 7.80332 6.67692 6.60936 6.47451 6.44021 9.03587 6.33627 6.33612 8.96029 7.90362 7.38084 8.85875 7.07482 6.33508 9.48798 7.64383 6.31345 6.24822 6.22902 6.2194 6.2082 8.66197 8.21334 8.31229 8.16057 6.01871 5.99662 5.99161 11.0603 7.61365 6.51111 10.1448 6.41263 6.27256 5.86012 5.77828 8.02677 5.6694 5.63169 5.88394 5.7156 6.36834 5.72092 5.54911 6.18337 5.8583 5.49935 5.36239 5.28774 5.219 7.53325 5.66731 5.12492 5.72269 4.91621
threshold=108.26126760563382 649435.50000000012 0.013090317603200676 0.017450000000000004 -0.01735195983201265 8.5000000000000018 89787.891315789486 299.50000000000006 -150.49999999999997 106987.50000000001 -0.046536784619092934 142056.00000000003 0.029303452000021938 0.087192761006589001 0.017547985538840297 3.5000000000000004 0.41115447783396764 292747.83750000008 130287.06818181819 0.090950000000000017 -0.014112925156950949 0.020856381590706009 0.0010658315150067212 -422.24038461538458 -249.49999999999997 1.0000000180025095e-35 391531.50000000006 1.5000000000000002 1.2107319078947369 0.65550887021475268 0.025078905231389333 -0.043008591979742043 11.120240963855423 88.500000000000014 0.056907870646720211 10.500000000000002 -0.0052918274886906138 1.0000000180025095e-35 -0.015741284936666485 -3180.4999999999995 0.018540972843766216 9.5000000000000018 35.356517531348267 12597.750000000002 687532.77000000014 0.031490463763475425 -0.014343227725476025 0.038491174578666694 0.4900629923580046 1308.5000000000002 0.0043603130616247663 0.0081816036254167574 -0.05758507922291755 6.5000000000000009 -0.05667480640113353 -0.0065376686397939912 0.011551321484148504 -0.038636365905404084 -9075.4999999999982 -0.054053947329521172 1618.5000000000002 0.094800000000000009 0.0040893559344112882 0.097580129978187644 230230.57500000004 -0.016286646947264668 -766.45898004434582 -0.00090393464779481281 -890.32291666666663 432112.50000000006 -3303.4999999999995 0.026265027001500133 0.016236697323620323 -0.036354782059788697 -0.014764713123440741 -1966.5277777777776 0.11957463065256009 1078330.5000000002 0.49479110146500277 0.020778133533895019 0.19830000000000003 0.56857319417001306 -0.010149977169930933 -1842.4166666666663 -157.49999999999997 -0.0057381128426641217 61.331964407939772 0.012294635137667176 9.2994270052081021 -4299.4999999999991 59342.625000000007 0.027678710408508781 -0.018081414513289925 -0.0040043597109615794 7.5000000000000009 0.018669962882995609 368.75638977252788 5.5000000000000009 -0.011161147616803644 0.82302403713855776 0.019067074172198776 0.0065261712297797212 0.042268597337815746 3510560.2050000005 0.11812273848069509 -0.0087933796457946283 0.042850000000000006 41.500000000000007 0.025927869603037838 34328.250000000007 -0.018287969753146168
decision_type=10 10 2 10 2 10 10 8 8 10 2 8 2 10 2 2 2 10 10 10 2 10 2 10 8 8 10 2 8 10 2 2 10 10 8 2 2 2 2 2 2 2 8 10 10 2 2 2 10 10 2 2 2 10 2 2 2 2 2 2 10 8 2 8 10 2 10 2 10 10 2 2 2 2 2 8 10 2 10 2 8 8 2 8 10 2 2 10 2 2 10 2 2 2 10 2 10 2 2 8 2 2 2 10 10 2 8 8 2 10 2
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is_linear=0
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Tree=646
num_leaves=105
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internal_weight=0 12950.1 12923.8 636.766 605.969 160.469 76.1826 445.5 399.894 65.8725 84.2869 363.834 138.456 225.378 36.0604 12287 23.0979 45.6052 30.1425 26.3583 12263.9 284.453 204.375 57.2535 45.1044 147.121 131.059 80.0786 11979.5 684.254 479.268 165.629 204.986 39.5911 313.64 165.394 11295.2 37.7795 11257.4 7563.21 3694.21 54.1444 18.2677 35.8767 55.1723 16.591 63.1381 13.8927 9.69165 29.0142 16.9572 15.0011 48.137 16.0621 10.3101 16.9405 11.964 28.0878 16.8666 10.7002 13.1853 30.7965 9.20522 11.9505 12.1491 16.177 23.2078 10.4037 14.4078 13.9099 6.69239
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is_linear=0
shrinkage=0.0227381


Tree=648
num_leaves=112
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split_gain=5.10182 9.49443 11.5122 9.99476 9.37379 7.61708 7.16477 7.60277 14.6838 9.39546 11.7785 9.2452 11.9745 7.64887 7.54119 10.8639 9.75141 7.86793 7.14132 9.3096 7.84561 8.52137 7.38711 8.8798 9.21264 8.32312 7.0676 6.99619 7.32162 7.0869 8.1562 6.95282 8.00611 8.71422 7.69654 7.43891 11.8464 8.80311 7.96906 10.7106 7.93878 7.26236 8.54044 7.03703 10.5472 6.7845 8.3639 8.04256 6.72392 6.70378 7.29594 6.66309 7.17338 8.85466 7.48928 6.77037 9.10751 6.57201 6.55575 6.53475 7.70354 6.49095 6.38543 6.38362 6.38245 6.37513 7.39349 7.28841 7.07236 6.3393 11.454 9.09664 8.95289 6.30862 10.9834 6.9726 6.75382 6.286 6.25602 9.38213 6.24108 9.05569 6.20674 6.20578 6.73364 6.196 6.89154 6.1894 6.07193 6.56104 6.04499 6.15455 6.02984 6.07683 6.02745 5.99762 5.97692 5.95201 5.91819 5.84643 6.45666 5.83609 5.66972 5.602 5.51416 5.43789 8.26017 5.87873 5.43292 5.42491 6.22095
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decision_type=10 2 2 2 2 8 2 2 10 2 10 2 2 10 10 10 2 2 10 2 2 8 10 8 10 8 10 2 8 2 10 10 2 10 8 10 8 2 8 8 2 2 8 2 10 10 2 2 10 2 10 8 8 10 8 2 2 10 2 2 2 2 8 10 2 2 2 10 10 8 2 2 8 8 10 10 2 8 2 2 2 2 2 2 2 10 10 2 10 8 8 10 10 2 8 2 2 2 10 10 8 2 2 10 8 2 2 8 8 2 8
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is_linear=0
shrinkage=0.0227381


Tree=649
num_leaves=106
num_cat=0
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decision_type=2 2 2 2 8 10 10 10 10 10 8 8 8 8 10 2 10 2 2 2 8 2 10 2 2 10 2 8 2 8 8 10 10 8 8 2 2 10 10 10 10 2 10 10 2 2 2 8 10 2 10 2 10 2 2 10 10 2 2 10 2 8 10 10 8 2 2 10 2 2 10 2 10 2 2 2 10 8 10 10 2 10 2 10 2 2 8 2 8 2 2 10 2 2 2 8 2 10 10 10 8 10 8 2 10
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leaf_count=160 68 457 60 88 70 89 239 150 86 114 150 308 52 1838 11893 284 2624 1068 261 8687 8332 24207 858 175 236 876 1359 9469 177 7439 13342 2657 13155 15401 731 244 162 348 646 7521 1795 697 38861 341 232 4192 903 476 358 1421 349 978 485 802 559 174 116 1016 112 232 54 163 83 171 229 1208 83 67 110 205 863 308 95 96 95 761 103 512 75 89 189 1548 128 107 173 78 105 85 106 129 125 110 543 112 513 115 115 108 373 91 134 82 80 85 132
internal_value=0 0.000156075 -0.00276265 0.000776288 -0.00312199 -0.0066971 0.00602732 0.000217997 0.00328456 0.00563617 -0.00315718 0.0077929 0.000153766 0.000565964 -0.000697827 -0.000204367 1.4054e-05 -0.000480895 0.00282519 0.000777538 -0.000730076 0.00101327 0.00398639 0.00654055 0.00353914 0.0123414 0.00078082 0.00266892 0.0101965 0.000351079 0.00177008 0.00189057 -0.000407171 -0.000949383 0.00323485 0.0106238 0.0158991 0.000343049 -0.000839945 0.00242245 -0.00161812 -0.00621235 -0.00134931 -0.00499089 -0.00856289 -0.00315947 0.00431066 0.00827483 0.0016268 -0.00173621 0.0101586 -0.00124358 0.00255854 0.00319152 -0.000538795 0.00557291 0.00940945 0.0105282 0.0151644 0.00280704 0.00666089 -0.00647167 -0.00724396 0.0011018 0.00806309 -0.000620631 -0.00385054 -0.00787039 0.0101554 0.0132644 0.00485556 -0.00488802 0.00709306 -0.00772133 -0.00916459 -0.0113853 -0.00990767 -0.0124225 -0.0109041 -0.00679141 -0.00893515 -0.0114445 -0.00390794 0.00155958 -0.00141694 -0.00570893 -0.0103121 -0.0132938 0.00702546 0.00284847 -0.0133498 -0.0150379 -0.0104644 -0.0120919 -0.0137098 0.0187223 -0.00546126 0.0123994 -0.0153008 -0.0120583 0.0123295 -0.00428032 -0.00391483 -0.00158964 -0.00580073
internal_weight=0 12922.7 260.674 136.874 80.5561 61.8659 56.3182 12662 250.926 184.609 66.317 151.665 12411.1 7524.83 1965.85 1771.26 1747.65 4886.26 336.236 1413.97 4550.02 5558.99 393.038 262.626 182.2 80.4256 5165.95 949.487 79.2263 4216.46 1464.43 870.261 2752.03 4317.74 232.28 44.3656 33.7072 1473.73 942.597 531.131 2844.01 146.697 2697.32 194.586 103.558 333.677 297.296 112.788 184.508 137.254 47.2535 130.412 80.1291 83.4236 91.0277 36.8392 136.039 128.155 62.6025 20.9839 19.7915 123.8 38.9409 187.915 30.9952 156.919 32.9442 112.76 39.6527 31.802 65.5522 54.1885 18.6902 46.5255 103.957 77.6594 35.0304 29.8247 42.0916 50.2831 21.1528 82.5744 16.6655 17.0477 26.2972 10.6584 38.7829 66.1288 3.91048 19.7743 34.8087 55.421 14.8958 34.4793 30.6228 29.3644 18.9407 12.12 29.5221 23.6141 13.6664 11.2783 9.66116 10.7079 6.12507
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is_linear=0
shrinkage=0.0227381


Tree=650
num_leaves=112
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split_gain=4.34207 10.5033 10.9729 8.42917 9.59018 8.33602 8.20622 7.76943 7.39497 7.1564 7.13909 7.03116 6.95642 6.87082 6.04364 8.05587 5.49396 5.35804 5.31193 6.60459 8.06149 7.90405 8.01083 8.50638 9.25795 7.98977 8.23028 7.11057 8.51919 7.10506 6.44942 9.37169 9.67774 10.4993 9.15217 9.98751 10.6226 7.08792 6.66913 6.59126 7.32719 6.40964 6.03062 5.99768 6.67712 5.94895 11.4353 12.345 11.0354 8.74121 11.5029 10.0279 9.63268 7.6078 7.60726 9.9391 8.25964 7.07998 7.5121 10.6719 8.67856 7.36229 9.04941 8.57948 13.3608 7.83856 7.76958 7.71197 7.61862 9.1529 7.24633 7.24735 8.12658 6.86256 6.85181 6.34717 6.16749 7.38054 6.09716 5.8547 5.83565 6.07845 5.66253 6.20227 5.47403 5.43308 5.4231 5.30733 5.53269 7.89913 5.42525 5.90194 5.28941 5.28649 7.69102 7.26536 9.79355 7.22387 6.78643 6.66829 6.32665 6.25316 5.81876 5.77084 5.50881 5.2165 5.19637 5.29089 5.13739 7.27516 5.57158
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decision_type=10 8 10 2 2 2 8 2 10 8 10 10 10 10 10 2 8 2 8 2 2 2 8 2 2 2 8 10 10 10 10 2 8 10 2 10 2 2 2 2 2 2 8 8 8 2 8 8 2 2 10 10 10 8 10 10 8 10 2 10 2 10 8 8 8 8 8 10 2 2 2 2 10 2 2 10 8 2 2 10 2 8 2 10 2 2 8 2 8 10 2 10 10 10 2 10 10 2 10 2 8 2 2 8 2 8 2 8 2 10 10
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internal_count=200878 21664 16552 1458 5112 635 996 15094 6327 4869 8767 6370 1458 4415 3937 3694 454 2397 947 717 881 179214 6115 5294 4961 821 4477 2612 936 1676 1515 991 177150 4949 172201 4553 4192 2296 1896 2005 1434 1758 322 1436 1428 648 2064 804 170773 54230 17548 11573 8804 2769 36682 17447 19235 5975 17315 3140 4264 1920 14307 116543 3355 978 665 2377 113188 17988 17246 1711 95200 1940 742 367 94833 831 655 571 1450 1280 1255 777 478 574 572 1865 1234 1002 760 727 462 524 275 374 729 759 233 375 291 430 333 680 496 338 478 317 284 232 631
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Tree=652
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threshold=-0.037898195907473557 -2582.4999999999995 -11424.999999999998 -0.023687015287578102 1.0000000180025095e-35 4.6365006770348822 -1358.9583333333333 1.5000000000000002 0.17287257366287601 450001.12500000006 -0.01348822610452771 -0.010631448589265345 0.010528000000000001 2.6530581779155553 -782.49999999999989 0.011650000000000002 0.37797619047619052 -0.0095449090003967268 -1003.2403846153845 0.0083321612328290957 0.017916007898747924 10.500000000000002 0.0023940432583913211 184513.50000000003 0.37171052631578955 0.56166724551092295 -184.49999999999997 1.5000000000000002 -761.49999999999989 0.0026500000000000004 0.0055549843236804017 -0.0056101812515407792 0.0089034829288721102 4418.3453571428572 0.86325159890539649 0.349595641793158 -0.0093260300345718843 -0.015410021878778933 1.0000000180025095e-35 17.500000000000004 3.0812844036697253 -0.025739508680999276 -0.050887297838926308 -0.0078472765162587148 -673.70714285714268 16.320512820512821 0.038763195276260383 820759.50000000012 0.98935000000000006 281792.53571428574 -0.027880498208105561 12179.970000000001 0.0086421654559671896 756387.00000000012 540002.25000000012 0.30217391304347835 -41.499999999999993 0.75151938248406336 19.950409836065578 0.036450000000000003 -997.49999999999989 -1938.4999999999998 0.052845584228634841 0.79154262890192617 0.51440000000000008 -0.011954442132264374 0.02869459800422192 -0.0072059463709592811 0.013713933527469637 12259.499625000002 3.5000000000000004 1020.4331187290971 0.12701612903225809 0.89381213389318259 0.0033847222803160553 0.14223640105610336 0.45101794434355735 28.500000000000004 332.41666666666669 0.018377844244241718 -0.063449770212173448 -0.012345570139586924 0.016670915298163894 -421.49999999999994 -0.005692803766578435 6021672.7500000009 0.021350000000000004 0.79113643034721959 15950.004503679105
decision_type=2 10 2 2 2 10 10 10 8 10 2 2 2 2 2 8 8 2 10 2 2 10 2 10 10 10 10 2 10 8 2 2 2 8 8 8 2 2 2 2 8 2 2 2 8 10 2 8 8 10 2 10 2 10 10 8 10 8 10 8 8 2 2 10 10 2 2 2 2 10 10 10 8 8 2 8 8 8 10 2 2 2 2 10 2 10 8 10 2
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leaf_count=105 96 358 285 134 20845 90 405 151 93 118 569 5972 472 131 161 463 1749 827 72 75 127 131 2516 2750 328 88 155 26202 117 652 153 1355 700 122 490 939 1898 1281 229 118 49 368 2136 5323 354 90 62 257 1180 242 1936 843 918 3738 4303 1375 1035 671 8533 85871 139 334 795 493 116 642 111 704 69 93 110 123 93 112 140 371 1129 113 138 81 190 82 157 72 100 74 947 384 180
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internal_weight=0 49.963 12878 44.7381 12833.2 1470.97 1438.59 1167.19 74.4235 57.156 50.387 1092.76 140.751 271.402 178.186 155.304 140.206 93.2165 15.0982 32.3784 22.6269 68.5092 952.013 432.41 519.603 17.6316 41.5034 11362.3 3571.73 779.953 630.832 422.006 158.287 149.121 208.826 118.317 263.719 137.258 7790.53 7020.22 770.31 718.168 693.513 626.242 67.2715 52.142 6992.71 2791.78 293.236 137.5 155.735 106.634 139.829 2498.55 2126.11 310.011 1816.1 6919.34 1693.71 5225.64 27.5083 127.972 372.432 161.158 211.274 90.5092 73.3726 99.2476 24.7074 20.0575 40.597 57.7789 20.0682 14.1676 22.8821 30.8665 63.8166 6.65121 29.8947 15.9066 9.75141 33.9458 45.5691 24.6549 12.7261 30.1993 27.781 33.4917 11.9269
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is_linear=0
shrinkage=0.0227381


Tree=653
num_leaves=112
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decision_type=8 2 10 10 2 10 8 2 8 8 2 10 2 2 8 8 8 8 2 2 8 10 8 2 8 2 2 8 10 2 10 2 8 10 10 8 8 8 2 2 8 2 2 10 2 10 2 10 8 10 2 8 10 10 8 10 2 2 10 8 10 2 8 2 8 2 8 2 2 2 2 2 10 2 8 8 8 2 8 2 10 10 8 2 10 10 2 10 2 2 8 10 8 8 10 2 8 10 2 2 2 10 8 2 2 8 2 2 2 10 2
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leaf_count=176 134 172 222 884 104 223 404 362 205 202 221 117 335 482 87 123 254 193 260 323 750 192 112 100 80 272 491 86 200 177 256 123 751 316 260 246 371 143 1154 1970 300 660 153 106 149 220 112 261 201 689 611 2724 116 417 318 1427 173 388 114 141 283 318 284 93 594 282 232 90 725 1408 118 86 88 539 75 1105 198 479 137 132 104 2284 407 1278 187 4139 6697 1334 1554 5656 138658 669 557 1997 207 349 318 175 893 659 543 228 272 83 291 438 79 176 422 115 136
internal_value=0 0.00206737 0.00281204 0.00568762 0.0020179 -0.00082232 0.0119422 0.0105294 0.00108024 -0.00239925 -0.00489315 -0.00732128 0.00322454 0.00846281 0.000835633 0.00255209 0.00670069 0.0139368 -0.00295577 -0.00527891 0.010399 0.0127523 0.00454457 0.0188654 0.00629531 0.00965484 0.0132031 0.00624837 2.68524e-05 -0.00325362 -0.00448702 -0.0058347 -0.00664458 -0.000522776 0.00524532 0.00151123 0.00412767 0.00905886 9.7114e-05 -0.00160108 0.000313713 0.00222401 0.00334856 0.00562024 -0.00300148 0.00582856 -0.00418272 -0.00137092 0.00748325 -0.00353832 0.000977466 0.00382975 -0.00777068 -0.00870758 -0.00441413 -0.0063724 -0.00806883 0.0186051 0.000225429 0.00475494 0.0108525 0.0146708 -0.00141154 3.97489e-05 0.00518256 -0.00287007 0.0098435 -0.00258854 -0.00704479 -0.00548337 -0.00714185 -0.00289584 0.00891989 0.000166033 -0.00314906 -0.00571874 0.00261485 0.00712889 -0.00718681 -0.00888008 0.0157706 0.000234717 0.0235924 -0.0103194 0.0182978 0.000259916 -0.000894009 0.00160067 0.000448622 -0.00198233 0.000530588 -0.00376139 -0.00897012 -0.0110209 -0.00318529 -0.00573908 0.0124791 0.00638848 -0.0104521 -0.00463176 -0.00918827 0.007207 -0.00584689 -0.0108093 0.0056419 -0.00785675 -0.0113217 -0.00747481 -0.00406626 0.00260932 0.00247613
internal_weight=0 798.792 730.093 267.04 175.465 137.387 91.5752 38.0778 463.053 176.167 148.361 118.173 286.886 83.0072 203.879 105.24 64.6247 33.4446 122.649 68.6987 53.2866 58.8443 51.1567 40.4186 81.2297 59.1691 44.7919 23.6972 12146.5 246.528 230.158 210.238 205.125 59.3706 33.6016 35.3848 30.188 35.5371 11899.9 829.053 480.34 345.354 316.445 233.795 82.6492 24.7659 348.713 202.166 35.6083 166.558 86.7913 215.25 146.547 142.801 134.986 115.621 79.7666 18.5456 11070.9 134.494 64.3398 45.7977 70.1544 54.7396 34.9399 64.5803 22.2109 24.1629 57.8833 98.9522 90.0492 22.0606 27.8057 10936.4 214.155 148.167 65.988 43.6586 136.133 111.8 48.2205 10722.2 27.8663 101.59 40.9972 10700.1 1499.38 454.199 9200.76 1045.18 9032.42 168.339 145.755 112.205 39.199 22.3293 29.1766 24.0581 124.615 54.8517 113.125 19.9199 46.0963 64.5446 19.3652 19.7996 33.3139 25.769 40.6151 19.8329 23.0083
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is_linear=0
shrinkage=0.0227381


Tree=654
num_leaves=112
num_cat=0
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split_gain=4.47024 8.59481 9.68832 7.94654 7.80949 8.58008 7.72172 7.29197 8.93434 7.10509 8.14408 6.48557 6.14079 5.95335 5.67596 8.10915 8.79384 5.13886 8.44944 9.85684 8.3937 7.50335 7.18227 6.72224 6.48904 6.40188 6.36654 6.77334 7.83143 6.96309 5.52267 5.11027 5.07578 8.82099 10.6472 10.559 9.57749 9.07842 8.41153 9.99692 7.79504 8.47166 8.66025 8.00879 11.5221 8.79938 10.6112 9.67213 8.05589 7.50045 12.7055 9.36111 7.43194 7.34705 6.95307 6.81251 8.38779 7.77304 6.73935 6.46664 6.28998 6.23746 6.93742 6.59602 7.13104 6.37081 7.33749 7.24028 9.74619 7.14847 6.76513 6.39928 6.25472 6.84264 6.10155 8.56655 6.25208 6.0841 7.29019 6.05554 6.05199 5.95869 5.91471 5.88177 5.86241 5.77234 5.76301 5.64435 5.60855 5.5244 5.4396 6.04242 7.06854 5.39166 5.23397 5.12854 5.03607 4.95591 6.14741 5.89741 4.90697 4.88807 4.87388 4.86215 4.8601 4.84943 4.771 4.63003 4.60478 4.5443 4.52375
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internal_weight=0 1486.11 125.188 86.5226 11452.5 38.665 66.7672 1360.92 217.283 177.047 1143.64 1122.15 197.268 78.3207 118.948 68.6093 88.1994 60.6992 924.879 40.2363 887.883 846.383 806.258 40.1252 11382.3 77.5234 30.7482 14.0599 147.764 74.1395 34.0649 11304.7 104.807 60.1511 46.7581 22.2212 13.393 12.5161 11199.9 11180.3 88.3323 37.7426 36.9967 19.9319 29.2825 11091.9 98.2192 92.2768 10993.7 2922.99 8070.72 19.7554 44.6564 23.2125 41.4999 19.8121 129.438 19.6659 121.196 70.2708 54.8196 6.74781 50.5896 21.4885 28.2212 24.537 45.6773 54.0178 45.1953 43.4585 113.047 7.121 30.1664 44.5044 25.3502 10.3152 21.4145 9.70503 37.5354 7.68967 2.9333 6.64518 17.9306 16.3354 35.953 20.0249 3.12253 23.5097 29.4847 19.1542 29.8457 16.5544 17.0648 28.8034 27.9384 2.63436 4.1877
internal_count=200993 19465 1554 975 181528 579 768 17911 2075 1695 15836 15383 3405 1393 2012 1263 1551 1123 11978 380 11563 11018 10438 580 180500 519 461 480 1469 1071 269 179981 7952 4130 3450 1628 680 911 172029 171761 1328 463 415 241 226 170433 2039 1929 168394 52056 116338 207 3822 343 545 225 1321 268 1237 1028 806 292 865 453 429 1822 784 620 512 250 1166 686 398 635 329 171 1582 717 3136 551 278 388 238 220 412 348 240 183 243 306 2585 341 174 177 2423 168 408
is_linear=0
shrinkage=0.0227381


Tree=656
num_leaves=103
num_cat=0
split_feature=41 203 41 203 162 162 190 154 177 188 195 79 15 208 185 203 182 180 17 89 141 143 208 14 150 198 128 203 185 225 125 209 162 83 135 38 232 127 181 92 144 86 195 152 15 38 174 44 184 93 225 181 120 213 44 169 207 69 198 41 157 184 162 60 162 220 6 119 5 219 44 217 215 225 152 41 71 18 177 209 18 143 184 15 165 56 143 151 214 195 41 125 14 162 230 70 135 217 196 39 225 196
split_gain=5.51351 7.23434 5.91231 7.03989 5.67804 11.2075 11.5018 7.73331 7.86562 8.20964 9.64573 7.53836 7.99294 6.79417 8.10097 6.94105 6.72964 6.79088 6.35962 5.95964 5.7429 5.49598 6.5794 5.16 7.79391 8.24625 7.96359 8.22132 7.59798 9.87702 7.36528 7.72772 8.40512 10.3717 7.34907 7.26347 9.18096 8.72794 7.11609 7.64906 7.11572 11.0137 8.43253 7.51144 10.2823 10.0003 7.06753 7.09272 6.80312 6.80242 7.45107 6.25549 7.14968 5.86428 5.45284 5.39096 5.29148 6.10442 4.96661 5.10901 7.35904 6.11502 4.91724 6.45332 6.30365 4.74563 4.72196 4.65949 4.5926 4.42383 5.24514 4.10868 6.52156 4.77929 3.84995 3.7672 3.69583 3.60692 3.5868 3.28037 3.49701 3.25367 3.13609 3.12563 3.18535 2.9206 2.90483 2.58091 2.49974 2.40277 2.19635 2.07846 1.7757 1.73245 1.73163 1.5981 1.52751 1.4378 1.14959 0.818536 0.659931 0.353219
threshold=0.028977496900740151 0.07664890214800836 0.056667959622386258 0.095448683947324767 0.9999584840339405 0.9999975897751382 6.5000000000000009 649435.50000000012 0.29520697167755999 0.45954339432600305 8.2670542635658943 0.13935000000000003 -14538.499999999998 0.015887197107076648 1123.1993129364425 0.11804629862308504 -982.69047619047603 11660.122500000001 -4299.4999999999991 2.5000000000000004 0.3572476833541266 -468.49999999999994 -0.0098830061033368093 0.020479500000000001 -2526.4999999999995 0.47706427019420561 74253.375000000015 -0.064734175801277147 -818.08780909090899 -0.0012787046725861726 10.240930869267627 -0.0011912424233742056 0.88487867261279518 0.0042500000000000012 0.47972494685031003 31.500000000000004 0.0016723821754567327 34692.110043292902 443701.12500000006 1.0000000180025095e-35 -59.499999999999993 0.13694999999999999 17.800990099009905 575259.34500000009 -21502.499999999996 27.500000000000004 3.5000000000000004 0.97735000000000005 54928.830000000009 -2148.4999999999995 -0.01684680767357349 171334.01250000004 3.6117746677636737 -0.02747252024710178 0.97985000000000011 0.076936566519899871 0.045318663120269782 0.0087500000000000026 0.20587250508901345 0.62376832935934801 151344.65250000003 138993.32812500003 0.9404417120464269 0.055750000000000008 0.95699379726324574 -0.006879884283989667 521365.50000000006 2.5000000000000004 116887.50000000001 0.0088042085990309733 0.98135000000000006 -0.0052991441916674367 0.033371688798069961 -0.010837612207978962 211567.20000000004 0.3714916490179011 0.13105000000000003 -2866.4999999999995 0.267948717948718 -0.028047972358763214 -1719.4999999999998 -2832.4999999999995 736338.53250000009 -11391.499999999998 0.3816526610644258 0.073000000000000009 -2745.4999999999995 -475.49999999999994 0.010206331964582207 24.751623376623382 0.25601867163629516 2.8350444900752914 0.008043500000000002 1.0339396409873045 -0.0022944312077015634 0.22405000000000003 0.16541081703995411 0.0063784471713006505 0.28202377621223546 0.52774031519779707 -0.0029907865682616826 0.0053238727771176405
decision_type=8 2 8 2 10 10 8 10 8 8 8 10 2 2 8 2 8 10 2 10 2 10 2 2 8 10 10 2 8 2 2 2 10 10 10 2 2 2 10 10 10 10 8 10 2 2 8 10 8 10 2 10 2 2 10 8 2 10 10 8 10 8 8 10 10 2 2 10 2 2 10 2 2 2 10 10 10 2 10 2 2 10 10 2 10 10 8 10 2 10 8 2 2 8 2 8 8 2 10 8 2 10
left_child=1 87 3 21 23 6 83 8 90 10 -10 13 76 14 18 20 65 -18 -9 -16 -15 22 -2 24 26 34 27 69 29 49 40 32 55 -34 35 37 -37 -26 39 -36 43 42 -42 44 -30 -45 48 -48 -33 99 86 52 54 -52 -28 -32 57 78 59 71 85 -62 63 -29 -64 -11 -59 -53 -3 70 -4 73 -73 -8 -5 79 -13 89 -31 -27 -81 -69 -40 84 -6 -61 -51 -1 -43 -58 -7 -79 98 -14 -86 -12 -54 -89 -77 -25 -78 -94
right_child=2 68 4 74 5 7 58 11 9 16 95 12 93 15 19 -17 17 -19 -20 -21 -22 -23 -24 28 25 75 51 62 30 56 31 46 33 -35 38 36 -38 -39 82 -41 41 88 -44 45 -46 -47 47 -49 -50 50 53 67 96 -55 -56 -57 77 66 -60 60 61 -63 64 -65 -66 -67 -68 81 -70 -71 -72 72 -74 -75 -76 92 100 91 -80 80 -82 -83 -84 -85 94 -87 -88 97 -90 -91 -92 -93 101 -95 -96 -97 -98 -99 -100 -101 -102 -103
leaf_value=7.9122315681599939e-05 0.0016869048811526599 -0.0060227563016624873 0.016697127005508287 0.0030384759632310645 0.0089445065180092966 -3.725218901975753e-05 0.0039443278609370604 0.0011262398793461703 0.0086186240189088503 0.00082931894087150755 -0.0021783049775578028 0.0056170532066754705 0.019115507789525223 0.0048494564306981224 -0.0089156384997289336 -0.0092626705117721461 0.005489047994519226 -0.002000645875103845 -0.0034009152736479602 0.00059895484117929577 -0.0014836239431576307 -0.00074691232035014644 0.018197968311942953 0.00040744159717790346 -0.00075593967000746559 0.0069361874920052516 0.01980434454028265 -0.010989314912048846 0.0039551567249921475 0.0022807190213586471 -0.0043465793938350216 -0.0073657970747224161 0.01644439081580398 -0.0025360644470480151 -0.0089506594946469446 -4.7205828123596179e-05 0.0024249216420763821 0.0053952780961163621 0.014695896398156605 0.0079669500880196129 0.010724681066125931 -0.011874114814051404 -0.00092048425330803975 0.0065317783343940127 -0.00033087466091655449 -0.0007627370396347989 -0.005342874248256929 0.0040843831024345734 0.00954742240189764 0.0059068048946801467 -0.0052361818437775733 -0.011307766543996036 0.0029946101460216084 0.0086847932359137153 -0.0015146182919246708 0.0056178163609995587 -0.0095774372684853202 0.0094696666869459652 0.0048559858745051612 -0.012339894114979006 0.015712663358153019 -0.004839827879368673 0.0086114434997642472 0.006126140956983616 -0.0061150245266529089 0.013625469161992618 -0.0056386119770414469 -0.0042738057633712294 0.0071209579079885895 -0.0063143836510701394 -0.0050721987465711608 -0.010812848362620061 0.0034851658533745769 -0.0059550490153334832 -0.00847321872896507 0.0036908373238069606 -0.00067296137324956182 -0.0012740691796220662 -0.010992944620315763 -0.0092249830579948962 0.0030138336409805447 0.011403237120680294 -0.0043644723736449642 0.012425353028705802 0.0027042993330457553 0.0038158034901686192 -0.0072704499704926715 -0.015191629048648545 0.0018925381920585327 0.0053495522997558474 -0.010070148343315866 0.015017508807446726 -0.0020044129395387139 0.0034018600759295587 -0.0076907800468276584 -0.015285322648621149 -0.0090030900247626122 -0.0025842710598932969 -0.0058288467380350371 -0.012448404336223679 -0.010569316036304038 -0.016191673207478177
leaf_weight=9.4222324863076192 21.243369668722153 15.732481155544518 10.285267557483168 29.902340669184923 6.6439237585291293 18.266749789007008 26.20408640243113 290.69558643270284 10.209417081438003 21.361749546602368 10.022168735042216 11.220873545855286 11.916063773445783 174.52932476904243 137.41729450132698 20.910392999649048 162.41584099084139 93.016767177730799 340.59082874655724 43.029286987148225 118.8432967569679 20.523212395608425 30.105567164719105 2.3725585504434976 2992.2509908396751 8.1233218321576697 15.139922819100326 122.62765216827393 319.49958470463753 8.6687891632318479 30.67055150680244 8.4417329048737866 61.298596101813018 16.256529566831887 97.613060432020575 1773.6629557185806 1372.7483294303529 115.66190576553345 4.9936096817255011 9.132032336201517 104.93766563665122 13.615182741079481 43.060612416826189 225.59407401829958 2445.3996922969818 163.27850597351789 96.366540377028286 60.110938395373523 57.039343574084342 4.1627088449895382 12.847684746608136 12.397969802375885 3.6583577361889157 83.9078966435045 6.839485151693224 100.70583202131093 5.5714843992609557 11.536878499668093 15.557345930486916 10.211293343454598 12.477414708118888 6.5986732654273501 14.502831256017087 7.0817520637065163 34.774577096104622 52.862874824553728 14.623604752123354 7.0421509854495525 23.667935024946928 4.3953514997847369 3.561795648187398 160.18458004901186 14.275968238711355 100.74897541105747 16.489052277058363 4.2863995758816618 6.0928034018725157 4.0365388637874258 104.53252980532125 23.374925084412094 14.016894900240006 5.104143070522694 1.9748425483703611 13.699332707561551 8.1530823167413491 3.6315628718584767 30.23475556820631 27.266067220596597 6.8251733924262217 2.2444476010277867 21.178719077259302 4.6813487517647445 3.7202641237527159 9.8608981966972369 11.957632716745136 16.271383780986071 5.2093593315221378 10.064988696947692 5.82710394077003 9.0727461115457118 6.9961673496291024 17.45597957726568
leaf_count=79 116 99 313 151 111 92 282 2989 68 215 83 129 122 1868 1257 146 1202 793 3226 355 1375 108 163 50 40762 76 259 2787 8232 126 927 218 965 334 5538 28131 20684 1982 262 363 1354 235 518 4476 38675 3472 2546 1842 1700 118 285 325 45 1930 178 2736 236 261 133 224 247 163 219 192 457 496 386 158 133 161 146 1907 143 1101 90 96 76 80 2408 263 123 99 118 114 96 102 706 233 111 55 157 112 101 102 142 129 194 93 95 341 108 348
internal_value=0 -0.0053658 0.00013942 0.00502387 9.06329e-05 -0.00102955 -0.0044345 -0.000167647 0.00250653 0.00357321 -0.00573392 -0.00110456 0.00716024 -0.00149454 -0.00258601 0.00131829 0.00472336 0.0027853 -0.00132912 -0.00672272 0.00231476 0.009108 0.0125891 0.000296387 -9.1238e-05 6.47363e-05 -0.00394161 -0.00602804 0.000935985 -0.00250823 0.00121502 0.00398354 0.00703233 0.0126098 0.000158654 0.000266246 0.00103503 -0.000512764 -0.00536166 -0.00701728 0.000846586 0.00528422 0.00747195 0.000595853 0.000175125 0.00351873 0.000958429 -0.00169724 0.00676503 0.00177668 0.00346429 0.0032991 0.00910437 0.00655975 0.0146098 0.00316742 -0.00631569 -0.00773532 -0.00577348 -0.00637747 0.00173803 0.00930825 -0.0075289 -0.00973205 -0.0011453 0.0104113 0.00171841 -0.00446594 0.00173385 0.00639196 0.0112993 -0.00728745 -0.00953407 -0.00379111 -0.00173821 -0.00695404 -0.00192614 0.0042026 -0.00988717 -0.00204751 -0.00493126 0.00430974 0.00986679 0.00612835 0.000666004 -0.00826323 -0.00481327 -0.0106889 -0.0080779 -0.00473375 -0.00626235 0.0105869 -0.0121112 0.0149775 -0.00392857 -0.0120575 -0.00501561 -0.0129128 -0.00195186 -0.0107516 -0.00805616 -0.0149981
internal_weight=0 86.1537 12835.4 118.264 12717.1 1968.05 390.344 1577.71 405.606 366.16 36.503 1172.1 46.0868 1126.02 811.733 314.283 329.657 255.433 631.286 180.447 293.373 71.8721 51.3489 10749.1 6697.46 6444.84 252.621 197.229 4051.59 298.494 3753.1 430.89 208.932 77.5551 6368.04 6254.32 3146.41 3107.91 113.714 106.745 3322.21 168.439 147.998 3153.77 2764.9 388.873 221.959 156.477 65.4811 142.598 131.153 55.3914 30.8471 96.7556 21.9794 131.376 155.896 139.362 349.89 334.333 32.9189 19.0761 178.987 129.709 49.2774 74.2246 26.1605 24.5443 39.4004 18.2424 13.8471 301.414 174.461 126.953 46.3914 76.8049 24.3098 16.5338 113.201 45.5151 37.3918 12.1463 6.96845 40.454 26.7546 13.8429 34.3975 46.7533 20.4404 7.81593 39.4455 8.71789 31.2897 21.777 20.1107 26.2936 8.86772 37.3311 10.1135 11.4453 13.089 21.1762
internal_count=200928 637 200291 628 199663 19753 4765 14988 3235 2986 280 11753 537 11216 7827 3389 2706 1995 6215 1612 3243 387 279 179910 104475 98942 5533 4275 75435 7094 68341 11268 4962 1299 97840 91559 48815 42744 6281 5901 57073 2218 1872 54855 46907 7948 6306 4388 1918 3430 3039 1258 676 2215 437 3663 3664 3181 4302 4169 736 410 3655 2979 676 711 647 582 232 620 459 3433 2050 1383 241 1102 313 483 2534 462 386 257 380 463 349 326 824 405 346 291 249 192 640 224 238 212 239 326 191 391 184 449
is_linear=0
shrinkage=0.0227381


Tree=657
num_leaves=112
num_cat=0
split_feature=14 187 152 225 152 136 73 232 227 39 30 121 186 190 18 213 204 62 185 7 14 15 86 79 156 205 70 195 131 180 143 232 123 218 7 187 41 215 29 195 205 6 122 203 134 7 72 224 79 144 142 208 127 227 180 202 17 232 72 196 17 16 233 122 233 127 225 233 79 31 128 51 144 195 131 18 39 195 205 131 233 141 144 127 121 6 72 195 41 141 202 7 132 18 184 228 171 149 155 144 170 185 5 215 18 123 86 65 62 224 181
split_gain=5.0916 6.08963 6.68876 6.9323 6.65557 8.19352 7.62045 7.2085 9.21271 6.63149 6.24384 6.0754 6.03745 5.87326 7.19073 5.79744 6.67647 6.07634 5.98546 5.74799 5.39836 11.0305 10.6056 8.49252 7.53236 8.16743 9.01334 8.82775 9.26914 8.66701 9.11109 8.49045 8.74602 8.45822 8.59841 8.33235 7.8939 8.07554 7.5818 9.4907 9.68223 7.66479 9.90268 10.1151 9.42519 8.87887 8.71725 8.62141 7.7328 8.37694 7.55449 7.62529 7.3566 9.21959 8.31882 7.20224 7.19956 10.4623 9.4969 10.9622 9.83617 8.14524 7.38901 11.4627 10.6144 8.68908 11.3264 7.94155 7.12004 7.63576 7.08079 6.87536 6.81102 6.7799 6.76676 6.52076 6.32358 6.31396 6.29786 6.13588 5.89916 5.84282 6.19193 5.68327 5.59264 6.90118 5.54659 5.44218 5.41566 6.40517 5.35693 5.86236 5.32086 5.30078 6.73634 8.20036 5.94407 5.43857 5.50418 5.19675 5.18334 6.7206 6.57897 6.47953 6.03331 5.39763 5.17495 5.16213 4.96116 4.92805 4.89888
threshold=0.041006000000000008 13.722497249724974 450001.12500000006 -0.0079654864966869337 143860.84500000003 3.2334234455436355 0.68135000000000001 0.0037626641569659118 0.0058873328380286702 0.69667666004234063 2.5000000000000004 0.28864211357366515 3501.6075000000005 2.5000000000000004 -2321.4999999999995 -0.0097567373886704428 0.067912600934505477 0.051750000000000011 5312.3121919441955 17516.250000000004 0.025778000000000002 -23614.499999999996 0.068750000000000019 0.08204999999999997 8429.9400000000005 0.016571343876421455 0.14595000000000002 11.201123595505619 0.2593523299624147 14209.852500000003 -2751.4999999999995 -0.011377429123967884 0.87827107664737547 0.023319139145314697 36929.250000000007 6.7506613756613767 0.80102612132791884 -0.012981043197214602 2.5000000000000004 9.6017241379310363 -0.050718799233436578 1260351.0000000002 0.048584384204248786 -0.078080482780933366 0.31377133361162785 40628.250000000007 0.98285000000000011 -0.031648153439164155 0.022550000000000004 -43.499999999999993 -1676.4642857142856 0.0014826284605078401 24601.82765228652 -0.0012093566474504767 19822.612500000003 -0.10284184291958808 -3602.4999999999995 0.011533186770975591 0.98635000000000017 1.0000000180025095e-35 -8507.4999999999982 -1411.4999999999998 -0.0076883335132151833 0.029339895090128191 -0.014995568897575138 6067.5735453655097 0.0061929619405418643 0.0083974706940352934 0.08345000000000001 8.5000000000000018 40461.750000000007 0.031250000000000007 -33.499999999999993 15.908391608391609 0.52254720540833055 -4022.4999999999995 0.58620558669600142 16.00340136054422 -0.10038257017731665 0.50648474882954064 -0.0088916979730129225 0.063590304850775131 -1037.4999999999998 17078.109014867234 0.27710248378140928 640269.00000000012 0.99185000000000012 21.617851307189547 0.22320604107274528 0.034718076579764515 -0.067914444953203187 22504.500000000004 0.19106152410363283 -2321.4999999999995 103816.92857142859 0.0018976673018187287 246.50000000000003 37.38181818181819 91445.964285714304 -528.49999999999989 14.759615384615387 603.99076704545473 540135.00000000012 -0.031665042042732232 -4590.4999999999991 0.99999511542912256 0.062550000000000008 0.13205000000000003 0.086200000000000013 -0.0066881650127470485 198664.68750000003
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is_linear=0
shrinkage=0.0227381


Tree=661
num_leaves=112
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decision_type=2 10 2 10 2 2 10 2 2 8 10 10 8 2 10 2 8 8 2 10 2 8 10 8 10 10 2 2 8 2 10 10 8 10 8 8 10 2 10 2 2 2 10 8 8 2 10 2 2 10 10 8 2 2 10 8 8 10 10 10 8 2 2 8 2 10 10 10 2 10 10 2 8 8 2 8 2 8 2 8 10 2 8 8 2 2 2 10 8 10 10 2 2 2 2 8 10 10 10 10 10 10 8 10 8 8 2 2 10 10 2
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leaf_count=4491 150 244 319 406 196 587 95 1601 121 342 1108 151 189 96 297 614 143 260 479 183 133 68 104 475 128 121 1331 146 157 127 297 1070 154 172 1592 138 2660 784 365 1076 87 304 99 596 215 139 97 523 179 101 125 1069 839 960 929 3444 493 217 242 195 111 533 370 135 255 471 255 161 2141 144 607 371 691 202 126 258 682 782 150 1600 857 275 1637 556 91 128 268 324 446 249 573 2584 360 272 108 298 395 165 118 78 451 414 40804 3169 710 5237 285 1586 632 91269 2829
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internal_weight=0 2427.02 261.186 222.145 190.527 10502.4 31.6181 1000.89 641.485 197.239 141.83 83.7719 359.407 141.576 444.246 404.771 234.642 154.763 79.8787 170.129 42.3178 39.4745 85.1169 47.5697 56.4594 37.5472 160.798 217.83 207.29 17.3218 29.8288 2165.83 1442.75 107.792 1334.96 174.052 1160.9 103.649 358.58 263.973 723.084 635.519 82.7447 155.499 101.885 38.3183 28.1082 133.4 23.9912 87.5649 73.7752 802.324 340.923 461.401 235.141 318.56 105.782 83.8009 94.6068 53.6137 20.9045 142.841 50.0315 17.5653 59.3356 100.691 44.7752 89.8359 137.442 55.4092 48.3822 192.368 67.4232 24.8774 480.02 91.8808 74.9065 388.139 368.832 256.583 112.249 18.9077 124.945 77.1231 39.0411 70.5635 63.5672 44.1237 65.9381 9501.53 9478.23 132.566 38.3707 23.2989 14.9226 33.7403 70.403 74.2586 44.3726 27.5068 9345.67 101.462 9314.96 2763.81 6551.15 476.119 59.8608 6075.03 377.45 5697.58 416.258
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is_linear=0
shrinkage=0.0227381


Tree=662
num_leaves=108
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split_gain=4.76697 7.1208 5.71121 5.19887 5.21487 5.03493 10.268 10.5909 10.0814 8.89796 6.97839 6.7221 8.13902 7.26101 6.28489 5.87916 5.2364 5.23024 8.4729 7.18721 6.54483 6.09173 7.19638 7.38522 6.12302 5.83504 7.14333 6.2169 5.7431 7.96417 7.11329 6.89526 6.05705 5.66392 5.65592 5.33776 5.55532 5.33832 5.40253 5.13892 5.05869 4.8666 4.77966 4.73488 8.77621 7.65797 4.6388 4.54391 4.42863 4.31127 4.22176 4.16236 4.25436 4.10197 4.09488 4.06906 3.9875 3.89735 3.81464 3.67032 3.60125 3.45618 3.42299 3.38834 3.38564 3.53622 3.00857 2.90004 2.85971 2.78295 2.72692 2.70136 2.67805 2.67404 2.59522 2.5666 2.36906 2.35945 2.3146 2.29567 2.16574 2.10778 2.03865 1.95915 1.83428 1.71193 1.67985 1.53886 1.50019 1.46047 1.27649 1.26805 1.19603 1.1897 1.17948 1.1208 0.789204 0.660371 0.641066 0.497018 0.482689 0.478377 0.322238 0.304296 0.276781 0.16843 0.1318
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Tree=664
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is_linear=0
shrinkage=0.0227381


Tree=665
num_leaves=110
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decision_type=10 2 2 2 8 10 10 10 2 10 2 2 2 2 8 8 10 2 10 10 10 8 2 2 8 2 2 2 2 2 2 2 8 8 2 8 8 2 8 10 8 2 10 2 2 2 2 8 10 10 2 2 8 8 10 10 2 2 2 2 10 8 2 10 2 2 8 2 8 10 2 2 10 8 2 2 10 2 2 2 10 10 2 10 10 2 10 10 2 10 8 2 8 2 10 10 8 10 2 10 2 10 10 2 2 10 8 2 2
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leaf_count=114 74 103 131 117 139 59 62 162 74 151 125 75 212 111 768 351 138 81 174 86 1448 2594 113 89 86 960 222 108 489 76 98 121 470 552 312 476 425 144 1128 2845 138 1294 144 96 179 73 5047 1478 2941 1199 1262 1387 53741 12141 70 223 78269 8080 7063 82 1306 347 504 369 207 982 456 337 141 832 113 114 149 91 81 191 266 85 138 66 101 157 137 123 132 101 78 127 142 136 61 92 117 122 85 84 114 83 80 99 142 179 74 86 87 114 210 157 72
internal_value=0 0.00426426 0.00643084 0.0109966 0.013911 0.000194494 0.00719343 0.0130431 0.000500699 0.00541377 0.000166817 -0.00206095 0.00249783 -0.000616308 0.00630906 -0.00448291 -0.00617517 0.0029693 0.012267 0.00141076 -0.00737628 -0.00455066 0.0090375 -0.00586581 0.00331971 -0.0093091 -0.00575982 0.0176646 0.000250582 -0.00162179 0.00144825 0.0118411 -4.17052e-05 0.00454951 0.0104755 -0.00254232 -0.00406878 0.00272284 -0.00529272 -0.00786071 0.00205263 -0.00496763 -0.00129224 0.0076587 0.0178042 0.000361591 -0.000202035 -4.52816e-05 -0.00231385 0.000106772 0.000350778 0.00458766 9.8596e-05 0.000717693 -0.0073042 0.000792797 0.000874575 0.00263404 0.000608729 -0.00598253 -0.00503196 -0.00862522 -0.00763538 -0.00578179 0.00557844 -0.0101576 -0.00632348 -0.00324871 -0.00944374 -0.0108505 0.0116959 0.00715406 -0.0117439 -0.00557317 0.00445693 -0.00465628 -0.00355562 -0.0119496 0.00397079 -0.00253511 -0.00306374 -0.0131514 0.015815 0.0215297 0.00517616 0.0169383 -0.0011944 -0.00169149 -0.00577398 -0.00306727 -0.00250605 -0.00301101 0.00664546 0.0175052 0.0142422 -0.0149019 -0.00906565 -0.00900469 0.0119168 -0.000142623 0.0190497 0.0216966 0.000303142 -0.0065178 -0.0105839 -0.00730831 -0.00634579 -0.0095423 -0.00733483
internal_weight=0 162.018 135.799 72.5747 59.4772 12759 41.4874 24.9387 63.2238 35.4689 12717.5 453.498 157.247 125.346 53.2972 296.251 242.629 53.6223 31.901 47.2407 226.096 162.14 31.4536 72.0484 19.728 52.3204 22.1687 22.1585 12264 679.856 303.094 30.5143 272.58 93.6281 52.6326 178.952 376.762 55.9213 320.84 190.351 25.8594 134.755 130.489 18.9101 22.9191 11584.1 4486.6 4398.18 647.54 386.262 3750.64 202.393 3548.24 7097.52 88.4189 7026.34 6936.27 900.407 6035.86 71.1769 90.0748 61.1135 74.2644 261.279 15.8104 71.2422 139.689 111.579 164.492 55.2287 22.9655 16.5331 66.1614 27.7549 44.1971 32.9558 40.9955 45.9684 17.1767 9.74256 39.8794 63.956 16.0987 17.6365 22.4508 47.7014 15.355 11.5076 26.219 16.5487 13.0975 19.4069 10.0634 12.645 7.36127 55.7749 19.6657 21.5668 9.38132 10.3205 39.7735 29.5941 8.18112 10.3519 17.4694 12.8214 10.3466 20.6063 7.54759
internal_count=201037 1982 1652 870 692 199055 419 224 782 431 198636 10084 3458 2775 1154 6626 5747 879 683 1040 5296 3533 495 1621 465 1156 384 443 188552 10420 4338 398 3940 1619 864 2321 6082 828 5254 3549 563 1770 1705 240 300 178132 68836 67424 9556 6246 57868 2649 55219 109296 1412 107793 105553 20221 85332 1503 2240 1304 1810 3310 430 1204 3050 1465 2986 1179 410 451 1131 351 551 418 755 1045 208 240 869 1763 218 335 483 561 277 337 330 195 178 280 199 198 171 1532 256 274 169 212 422 321 231 199 309 188 296 248 210
is_linear=0
shrinkage=0.0227381


Tree=666
num_leaves=112
num_cat=0
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split_gain=5.83985 8.61395 8.05103 7.75225 7.73835 9.01942 6.42968 6.67799 6.36115 6.44531 6.07057 10.4687 8.58471 9.54422 8.00678 8.31912 7.89862 7.38351 9.14191 7.02947 6.87466 6.85235 7.22499 6.62088 6.55439 6.25911 8.56599 6.5387 5.98873 5.40461 5.39531 9.11221 9.89035 8.66196 9.97625 15.0557 9.95484 9.21802 8.94365 11.4756 8.22019 8.41556 9.47173 8.19553 7.34985 7.29965 7.28617 7.16982 11.0354 7.56041 7.11408 7.02717 8.10527 6.26415 8.80718 6.80428 6.04079 6.89152 6.49992 8.08616 6.35591 5.80001 5.7834 5.68885 5.57971 5.54053 5.26035 6.02066 5.60271 5.24084 7.05307 6.3066 5.18007 5.12882 5.10677 5.34688 5.10187 5.08693 5.53791 6.23206 6.16703 6.88714 5.05231 5.02127 5.00659 4.95162 4.93622 4.90325 4.8923 6.2946 7.23405 5.56467 5.52114 5.14379 4.78334 4.71485 4.71289 4.61618 4.57693 4.56228 5.37029 4.72173 4.85771 4.47006 4.42117 4.3898 4.34949 4.32476 4.19787 4.17914 4.04654
threshold=0.031945000000000008 0.64595215876983714 -0.016986454837024208 -0.022940143011510369 1928880.5400000003 -0.0078691020607948286 -183.6333333333333 0.21035000000000004 0.10850201360005284 -244.49999999999997 0.067816091954023008 1.0604398162647313 0.070222491847908047 0.10367536364770004 75084.103225446437 -91.937499999999986 -507.49999999999994 2.0999914444795889 389.36666666666673 0.0099997874349355715 0.69778232014810559 -736.38181818181806 0.074150000000000008 -0.0051421429961919776 0.0041871571447700271 0.32978577295485462 -0.003882214659824967 0.001739379658829421 -0.027399640530347821 0.0063500000000000006 12.97826086956522 0.012422839506172841 -0.075532175600528703 0.038050000000000007 0.64176337894955859 0.16938763284748212 0.071897552998221953 -705.61249999999984 -0.007558161858469247 0.48550756173832316 0.012380152009427549 10222.683750000002 0.98235708316786352 0.49796747967479676 0.051750000000000011 0.021669000000000004 9352701.0000000019 0.0057251462712883958 -0.0098254601471126062 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0055635569151490918 0.31322674418604657 8.5000000000000018 0.07399464621034986 155808.75000000003 0.0067367227748036393 0.9695575864276621 -812.3205128205127 13.500000000000002 -0.0099845188669860346 14.500000000000002 145853.62500000003 102.50000000000001 0.39862502362502367 0.072765374594447915 5388750.0000000009 10049006.250000002 0.0084328241646289843 0.019744588993489746 -0.055111110210418694 -0.011242156848311423 4915.5750000000016 -356.4188311688311 22551.750000000004 -0.033606441691517823 3.5000000000000004 11266.991436705635 0.031250000000000007 0.015196676831692459 0.040941864136060928 1.5000000000000002 -0.0088196378201246244 716.50000000000011 597378.37500000012 764544.42000000016 0.32362603207137858 0.62303649978460918 0.025450000000000004 0.010336247738450767 0.17495000000000002 0.001334049738943577 0.011009240522980692 0.00970598077401519 0.0244445875287056 15378.87605984417 250.42222222222225 0.60753578611143977 -0.016395480372011658 4.5000000000000009 -0.0023965473519638176 -4778.4999999999991 -0.043068373575806611 30393.000000000004 -0.050840217620134347 0.014491999999999951 0.019394999999999954 1.0000000180025095e-35 0.089655239135026946 -0.0037543090293183918 0.00077541341306641709
decision_type=2 8 2 2 8 2 10 10 2 2 10 8 10 8 8 10 8 2 8 2 8 10 10 2 2 2 2 2 2 8 10 10 2 8 10 10 2 8 2 2 2 8 10 10 10 2 10 2 2 8 2 2 8 10 10 10 2 10 10 2 2 8 10 10 8 10 10 10 2 2 2 2 8 10 10 2 2 2 8 2 10 2 2 10 8 8 2 10 8 2 8 2 2 2 2 2 10 8 2 2 2 2 2 10 2 2 2 8 2 2 2
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Tree=669
num_leaves=112
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decision_type=2 2 2 2 2 2 2 2 10 2 2 10 10 2 10 10 2 10 2 8 10 2 2 2 2 8 10 2 2 8 2 2 10 2 8 8 2 2 2 2 10 8 2 2 10 10 8 10 2 10 2 8 2 2 10 2 2 10 8 8 2 10 8 8 10 2 8 2 2 2 2 2 10 8 10 2 2 2 10 10 10 10 2 2 8 2 2 10 10 10 10 10 10 8 8 8 10 2 10 2 8 10 10 2 10 8 2 8 8 2 2
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leaf_count=333 219 410 272 217 404 469 95 927 807 86 100 270 3577 103 288 75 745 234 82 2592 504 303 279 480 866 377 106 302 258 146 116 252 284 347 1207 510 280 105 1148 910 1125 6023 3308 617 228 688 4044 773 308 190 143 213 189 134 216 164 102 249 932 230 330 644 406 246 91 119 1218 568 1350 1216 560 749 1852 410 105 2429 85 92 204 33940 175 128 637 89 2163 120 86 1544 1632 77 482 105 190 223 244 5397 2195 2090 8324 2045 4262 973 824 2118 1059 16652 13525 3679 27076 14153 1142
internal_value=0 0.00107837 0.00285651 9.41811e-05 -0.000637999 0.00388901 -0.00454162 0.00435805 0.00986928 0.0140584 0.0184302 0.00346022 0.00273548 0.011264 -0.00150791 0.0150447 0.0210178 0.00280424 0.00318356 0.00177759 0.00973572 0.0130918 0.00520962 0.00698066 0.0102573 -0.000889817 0.0148766 -0.00481337 -0.000341327 0.00448431 0.00017482 0.011133 -0.000767353 -0.00149291 -0.00310635 0.00127434 0.0068279 0.0141702 -0.000991448 0.00101029 -0.00329974 -0.00209454 -0.00252171 -0.00367594 -0.00193918 0.00416968 0.00268565 -0.00636205 -0.00152229 -0.00451151 -0.000280572 -4.38309e-05 -0.00146875 -0.00216604 0.0014709 -1.36449e-05 -0.00209891 -0.00353448 -0.00537134 -0.00505298 0.00184077 -0.00630632 0.00133747 0.00746606 0.01325 0.00983282 -0.000985651 0.000142044 0.000794153 0.00338001 -0.00200975 0.0021286 0.000539617 -0.00516123 0.00859739 -0.00377861 0.00469464 -0.00805151 -0.00736372 1.47429e-05 0.00271963 0.00872433 -0.00805404 -0.00155895 -0.00959759 0.0037596 -0.00269083 0.00498226 0.00519984 0.000205546 0.0131238 -0.00497179 -0.00571035 0.00617618 0.00355199 -0.000111483 0.000323446 0.00224986 0.0034061 0.00734182 -3.62108e-05 -0.00146138 0.00357512 0.00155269 -0.00403823 -0.00209978 0.000606604 0.00295861 0.000127272 -0.000855655 -0.00238644
internal_weight=0 2931.47 1038.62 1892.85 1535.71 840.104 40.3404 799.764 99.9995 64.3194 46.7301 699.764 650.926 48.8384 164.316 39.0874 42.2888 88.9385 357.14 303.045 54.0952 45.7182 155.763 134.591 93.1886 41.4028 61.9241 21.1713 1497.45 114.83 75.026 39.8042 1382.62 198.519 171.827 82.544 41.3277 23.6614 1360.18 483.504 133.002 876.675 843.638 59.5042 147.282 486.61 350.502 75.3778 73.9425 41.2163 9991.03 8338.53 1652.5 1337.51 314.994 274.792 219.722 197.312 169.84 379.974 57.8343 322.14 55.0895 55.0699 29.9795 40.2015 957.535 687.932 641.127 332.614 308.513 134.58 221.511 173.933 111.103 269.603 30.1633 52.031 292.9 8286.49 361.581 29.9868 280.294 57.1404 223.154 327.318 50.51 276.808 412.667 17.5893 34.2658 239.44 230.647 28.0691 29.2399 7924.91 5004.76 780.267 662.406 203.919 4224.49 1309.74 142.889 458.488 117.86 1166.86 2914.74 485.921 2428.82 2920.16 919.465
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is_linear=0
shrinkage=0.0227381


Tree=670
num_leaves=108
num_cat=0
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split_gain=5.32105 4.80459 4.31929 7.31614 6.17767 6.91081 4.6603 7.52737 7.38478 12.8275 9.36138 11.7632 10.7178 13.4532 9.38645 8.73776 10.7064 8.91009 8.59659 9.85435 9.27979 8.49155 8.2902 8.28914 8.23363 7.93191 7.8506 7.49304 7.42595 6.98211 6.92951 6.82103 6.88318 6.70858 8.38658 6.985 6.63859 6.54286 6.30285 8.32187 7.40988 5.80717 6.77387 10.0676 8.94874 8.35011 7.73023 7.9395 7.50531 7.58219 6.98128 6.87223 6.73137 9.30672 8.1136 6.73137 6.42844 8.05755 5.90363 8.05098 7.47324 5.88122 8.34538 7.58219 7.72441 7.20821 6.35741 6.34404 6.39497 5.78681 5.76003 5.71055 10.0914 7.22511 8.10623 6.89608 6.69205 6.45331 5.67399 5.52978 5.4826 5.06038 4.94063 4.70139 7.00983 4.61805 4.36672 4.06273 3.99963 3.95765 3.94657 4.13977 4.1003 3.99556 3.92092 3.53236 3.691 3.51476 2.81623 2.33997 2.20902 2.06804 1.50723 1.46746 1.26818 0.847485 0.73134
threshold=684.50000000000011 0.019967499999999954 1.0000000180025095e-35 560955.75000000012 0.051047986373305328 0.014450000000000003 0.0015210423734970393 -0.047193732112646096 0.11455000000000001 -0.019652424380183216 0.64819467708914957 0.53302571421542666 0.019476008601486686 0.33457632090683603 0.09390341454717635 -0.0022001739125698801 0.050050000000000004 0.87797030077327831 0.7027000000000001 -0.0045760527718812219 344036.96143229172 -0.03087256662547588 31542.750000000004 18.778362573099418 0.29628184147112874 18.402127659574472 0.023323813409492727 1.5000000000000002 0.62714754798511296 -0.02036891225725412 0.011938693001866342 -628.49999999999989 -234.49999999999997 0.016571343876421455 -0.014156771358102558 0.62930796184158477 16.501851851851857 0.060350000000000008 0.019331683404743675 0.10769192057129043 194434.87500000003 786.75766071428586 0.00078218634007498633 2.5000000000000004 -0.051748624071478837 -0.060166072100400918 0.020254395902156833 -233.23611111111109 -0.016699884086847302 -458.49999999999994 -0.0016011813422664998 -0.10517234727740286 0.65012590418700056 1.5000000000000002 0.015325975604355337 0.014519447460770609 0.012151041533797981 -0.0080343284644186479 24.005494505494507 -0.061784358695149415 -0.0095616499893367273 -0.031869936734437936 0.030352577567100528 0.027205188365581615 0.97195000000000009 0.0111447935923934 0.82575757575757591 0.2295794636744404 0.027150000000000004 -396.58333333333331 1.0080812459013073 3.5000000000000004 -0.0012262162636034188 16.500000000000004 -0.032993247732520097 -23614.499999999996 0.016501127742230896 0.16934537062946611 2.5000000000000004 42.67948717948719 37650.937500000007 15.502032520325205 -0.003306603641249239 0.011097937822341921 70951.125000000015 0.0069463162623539998 -109.49999999999999 0.97985000000000011 0.0061759070958942184 13100.869057240021 0.024975744076073173 5562.6640393548505 7.514705882352942 2763827.1675000004 0.079300000000000009 3.558195981034094 0.38672309510352404 -997.78888888888878 0.83791333232674026 0.00071401288732886325 -0.02063706889748573 0.015102546662092211 -0.015629263594746586 -0.012062685098499058 1.0000000180025095e-35 0.0011855880729854109 0.018975500000000003
decision_type=10 2 2 10 2 8 2 2 8 2 8 10 2 10 10 2 8 8 10 2 8 2 10 10 2 10 10 2 10 2 2 8 10 2 2 8 10 10 2 10 8 8 2 10 2 2 2 10 2 8 2 2 10 10 2 2 2 2 10 2 2 2 2 8 10 2 10 10 8 8 8 10 2 8 2 2 2 10 8 8 8 8 2 2 10 10 8 10 2 2 2 2 8 10 10 10 2 10 10 2 2 2 2 2 10 2 2
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split_gain=5.4776 9.86609 7.58026 7.13906 6.79239 10.4356 6.43502 6.0175 6.66889 7.86853 6.17099 5.99054 5.97495 8.91694 7.11605 6.28057 9.20832 6.35986 15.0521 6.26692 6.0232 6.96974 5.88492 5.80498 5.76687 8.75133 5.73629 9.50339 7.80966 7.5783 9.26016 8.35895 8.43567 7.45344 7.40291 9.0381 7.04283 8.3623 7.50655 10.7768 7.7978 7.48959 7.45359 7.02664 6.86811 6.64154 7.14732 6.43611 7.85818 6.22458 6.21191 5.74553 5.63241 5.5834 5.56604 7.17987 10.0072 9.97553 6.17067 5.54227 5.39191 5.364 6.09515 5.50177 5.27339 5.1273 5.71483 4.77681 6.08083 4.67972 4.64921 4.63514 4.59394 4.58873 4.55526 4.53448 4.51741 4.48592 4.42998 4.12834 4.07836 4.02812 4.02663 4.02521 4.02127 3.94757 3.82701 3.79275 3.79017 5.8425 3.75501 3.63075 3.47694 3.42661 3.41778 3.67525 3.40928 3.31378 3.95765 3.17665 3.04872 3.04571 3.02761 3.01405 3.01391 2.98788 2.93266 3.14894 2.85462 3.59697 2.65172
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decision_type=10 8 10 2 2 10 8 10 10 8 2 2 8 8 2 2 8 10 10 2 2 2 10 10 10 10 2 2 8 2 2 8 2 10 10 2 2 2 8 2 10 8 2 8 2 10 8 8 10 2 10 10 10 2 2 2 2 8 2 2 8 2 10 8 2 10 8 8 2 8 2 10 2 10 8 10 8 8 2 2 10 10 10 2 10 10 10 2 2 8 2 8 2 2 8 10 2 2 2 2 2 8 2 10 8 2 8 8 2 10 2
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leaf_count=334 197 176 1137 108 210 219 211 157 194 212 116 167 165 387 168 2201 390 6545 1676 49429 200 235 216 1355 157 166 129 1786 130 143 224 15121 1468 937 5915 177 52727 3041 5219 16334 1035 10425 325 109 1087 153 131 295 430 1053 1353 354 151 132 319 264 130 232 114 167 2456 136 175 171 116 183 263 169 83 552 269 92 690 61 86 191 187 700 106 128 187 202 229 98 60 117 344 121 306 121 126 93 815 530 173 86 202 202 133 94 166 113 117 106 145 114 82 80 747 137 223
internal_value=0 0.000725335 0.00103095 -0.0027024 -0.000240354 -0.0051138 0.0024696 0.00111565 0.00750024 0.0122477 0.00100328 -0.00595184 0.00110663 -0.00315574 0.007456 0.00127315 0.00800414 0.001154 0.00455125 0.000914524 -0.00559449 0.00304778 0.0169017 -0.00802061 -0.000151596 -0.00708558 -9.77218e-05 0.00113684 0.00783221 0.000663234 0.00106717 0.00056607 -0.000423381 -0.000399706 -0.000461267 -0.00366938 -0.000273181 -0.000782632 0.000913154 0.000134489 0.00366852 -0.00278948 -0.000270426 0.0107793 0.00389826 0.00930344 0.0164872 0.00799118 0.00157935 -0.0058463 -0.00171839 0.0212603 0.0062019 0.0138734 -0.000304303 0.00209141 0.00779139 0.0115033 -0.00486211 0.0134755 -0.000461739 -0.00657689 -0.000515707 -0.00963014 0.012425 -0.00155652 -0.00445952 0.00103431 0.00756492 -0.00966047 0.0020352 -0.0107166 -0.00902646 -0.0105142 0.00199218 -0.00514326 0.0103451 -0.0125139 -0.0119556 0.0160574 -0.00164574 0.00462767 0.0200951 0.00207734 -0.00847047 -0.0114846 0.0188386 -0.0038356 -0.00418938 0.00253249 -0.0140241 0.0258939 -0.0156001 -0.0126636 -0.00166264 0.00477598 -0.00217707 -0.00912115 0.00207137 -0.012739 -0.00423468 0.00286314 0.00196319 0.00174836 0.00584373 0.00949805 -0.00982328 -0.0115168 -0.0130162 -0.00284285 0.0071847
internal_weight=0 4837.85 4447.34 390.51 8125.53 136.632 53.9109 4418.14 66.6367 41.9877 4351.5 56.5855 4294.92 155.685 25.7867 4139.23 62.1007 4077.13 258.281 3818.85 129.898 27.9894 31.561 101.909 7988.9 52.9386 7935.96 1555.01 93.9021 1461.11 1382.51 1297.89 1006.52 6380.95 6348.86 342.792 6006.06 4203.76 1802.3 1412.23 390.074 846.987 3356.78 76.2076 291.368 32.0896 16.7507 84.627 45.7098 78.5989 276.845 14.0376 44.3675 38.9172 246.942 164.911 60.5443 51.7397 82.0301 18.316 251.103 143.568 51.4616 92.1065 47.1539 104.367 77.4159 44.3252 20.6086 46.5038 33.1703 65.947 47.6716 33.0907 31.2332 23.7166 32.9068 59.8957 76.1148 43.0373 15.3389 17.5499 27.0721 35.5263 66.6831 41.6693 34.916 22.2729 44.0432 20.5248 64.5689 11.0029 58.407 35.3887 24.649 13.7665 29.5312 29.2076 7.82777 37.1325 17.6945 10.0848 20.7729 15.9917 26.9512 19.6115 82.7209 69.271 61.8277 16.2181 21.2033
internal_count=201421 73066 67039 6027 128355 2128 863 65567 1267 814 64300 1090 63210 2688 511 60522 671 59851 8221 51630 2177 435 657 1742 126227 1055 125172 23389 1477 21912 20543 19462 16589 101783 99928 4907 95021 66518 28503 21553 6950 13466 53052 1101 2873 1855 731 1081 654 1369 3986 578 666 427 3857 2478 935 805 1379 335 3809 2170 738 1432 506 1543 1101 706 346 760 520 921 923 395 541 360 515 829 1155 581 1124 368 441 619 1226 807 472 390 563 257 1049 447 923 687 453 259 521 1472 335 646 376 173 304 277 442 297 1265 1046 964 217 309
is_linear=0
shrinkage=0.0227381


Tree=674
num_leaves=95
num_cat=0
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split_gain=4.85012 6.96569 6.5038 6.23379 5.36223 4.67356 4.62188 5.31958 4.33986 8.93512 8.9123 6.07989 5.55126 5.37558 5.14005 5.12429 5.1901 5.12372 7.26579 10.0928 8.68646 9.96516 7.66311 9.24588 13.4093 10.2149 8.87634 9.79388 8.9016 8.77613 7.36641 9.79837 6.85551 6.70829 6.67792 7.76223 7.82977 6.85676 6.80662 6.69049 10.0795 7.32431 6.12182 6.11336 6.06623 7.64694 5.93516 10.1758 7.34135 6.50177 9.67405 7.96793 5.78393 5.43794 5.14229 5.9145 5.11067 8.45136 7.63144 7.17691 6.85848 6.10143 5.36838 4.98396 4.96817 4.89257 4.6944 4.67289 4.47295 4.3874 4.14505 3.57885 4.50633 3.51104 3.48387 3.10545 2.94982 2.92662 2.79228 2.42755 2.36554 2.36466 2.23305 2.18483 2.17244 1.97125 1.90627 1.86332 1.69687 1.50357 1.48212 1.36826 1.04104 0.858005
threshold=1.0000000180025095e-35 0.98135000000000006 3.5000000000000004 0.82895000000000019 0.43042193601681761 0.01241003116592765 -0.047611974179744714 0.10023704916238786 0.11745000000000001 11.513157894736844 0.014054592698812486 -0.081737305968999849 0.83696997323293798 0.0073283007368445405 0.29925000000000007 1.7115282524658622 -0.00085706030949950207 655870.32000000018 16.500000000000004 0.72170426031505241 0.15335000000000001 0.56799389806355871 720022.50000000012 7.8206012378426175 0.44985477748110575 -0.0082334461621940119 5.5000000000000009 0.25059241706161145 0.0099345995113253611 0.98151950718685843 0.017664510756731037 2.7200547570157432 -0.0057144472375512114 9.2736185383244223 0.13493459673172045 0.19360517946388009 0.015975539572536949 0.87850346845817062 -0.0051055916119366876 0.011676527094095947 1.0008604452809433 0.60841648376416824 33728.250000000007 375487.77750000003 17.500000000000004 -0.024586861021816727 2.5000000000000004 70.500000000000014 0.030364650301635269 0.03048502370706881 0.03139486223385457 -0.059789473190903657 0.12256758096950672 -873.94999999999993 19.572004608294936 -2745.4999999999995 262.03571428571433 0.094000000000000014 0.0075914589688181886 0.96255000000000013 0.019437820650637153 0.014099936466664078 7.9493497604380563 1026589.5450000002 14.500000000000002 -496.49999999999994 0.01492789213483468 0.76018262974014761 -5105.4999999999991 0.94210442578082787 0.0029684802284464244 0.023319139145314697 0.032666308805346496 2.9712171052631584 -0.06835653260350226 0.099631931417998296 -0.055354151874780648 -0.013191198464483021 -0.030156159773468968 1.0000000180025095e-35 -0.018703515641391274 0.0035558079835027461 -0.0044234732631593934 -0.018057216890156266 0.0054423334077000627 0.75500000000000012 0.56385869565217395 -637.49999999999989 -10202.499999999998 127085.25000000001 0.0057400043588131675 0.97395000000000009 0.97445000000000015 0.57417582417582425
decision_type=8 8 2 10 10 2 2 2 10 10 2 2 10 2 8 10 2 10 2 2 8 8 10 10 8 2 10 8 2 2 2 2 2 8 10 10 2 10 2 2 10 10 10 10 10 2 8 10 2 10 10 2 8 8 8 10 10 10 2 8 2 2 2 8 2 8 8 8 2 10 2 2 2 10 2 10 2 2 2 10 2 2 2 2 2 8 10 10 2 8 2 10 10 8
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internal_weight=0 2951.36 1367.45 1583.9 299.925 1283.98 614.576 492.936 669.402 528.794 140.608 410.071 1057.5 433.969 192.138 153.255 9967.72 241.831 1035.32 394.642 284.255 110.387 217.438 66.8172 370.015 351.627 185.428 118.723 215.502 121.64 98.3171 640.674 121.401 38.8822 131.023 97.5968 58.967 25.6279 173.76 73.3334 100.427 47.8812 52.546 40.7227 96.2525 519.273 219.214 300.059 252.721 185.281 92.4228 47.3384 309.957 280.388 59.4988 94.5179 126.165 72.5003 214.195 31.7998 27.2419 30.6321 93.0949 61.2352 66.5173 9836.7 157.507 65.5218 66.1922 25.1485 44.03 26.7949 93.5055 100.614 116.346 101.058 81.5504 79.5293 9679.19 15.8686 113.582 78.2989 9660.21 6509.25 1366.87 123.732 59.9126 1243.14 3150.96 1867.42 204.524 1283.54 1131.19 1662.9 942.882 1513.53 1107 117.58 188.309 5142.38 136.136 5102 5047.72 63.8192 152.346 139.702 54.2824 86.9441 149.369 40.3866 56.2869
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is_linear=0
shrinkage=0.0227381


Tree=676
num_leaves=112
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split_gain=5.0296 4.97828 7.41988 8.36875 9.90472 8.7304 8.24479 5.84671 12.4103 7.54599 11.2832 9.31038 7.7531 7.08193 7.1567 6.7771 7.8522 7.2228 8.89017 6.88389 6.3687 5.98256 7.42095 5.94442 8.41001 7.49231 7.12351 6.93253 7.94515 6.66992 5.84438 8.04128 7.94096 8.39885 7.67658 7.51869 10.3934 8.15811 8.72971 11.1368 11.4964 7.96948 7.61725 8.07581 7.38593 7.16016 8.61976 7.62173 8.83551 12.3945 7.83172 7.05934 7.73125 7.04663 8.01404 8.97668 8.01239 10.7446 7.0185 11.2436 8.46147 10.9919 8.24813 7.22547 7.14456 6.86344 7.23835 6.86136 8.00001 6.78481 6.7444 6.7067 10.6289 8.16923 6.5499 6.31275 6.24811 6.01849 6.39132 5.991 5.97286 5.8166 5.77767 5.72812 8.93646 8.63604 5.98671 5.70376 5.69456 5.6548 5.60714 5.60088 5.56437 5.53709 5.4877 5.42071 5.41186 5.41131 5.30979 5.1786 5.12546 4.9851 4.97815 4.96004 4.74265 4.59302 4.4336 4.34921 4.34722 4.33093 4.32247
threshold=0.62422328632730395 1.0000000180025095e-35 -6931.4999999999991 -551.23611111111097 0.12862969883928768 1278022.5000000002 -0.013185161631554363 454414.50000000006 0.53617310422582076 165853.05750000002 0.049998188391327865 0.028977496900740151 54.500000000000007 806522.3550000001 -0.019335497170686718 -571.20714285714268 0.0062465759457481064 11.700467289719628 0.28864211357366515 -0.0058258872013539067 -0.0014280260656960306 0.016222417354583744 -0.014970751479268072 0.0010086108231917026 -1066.2817460317458 0.0064811899792402991 0.010924697387963535 0.97735000000000005 0.08135000000000002 0.017805323004722599 108225.00000000001 0.77525000000000011 16034.355000000001 -0.10098693519830702 81113.464285714304 1.0000000180025095e-35 0.98691554331208209 -1670.4999999999998 6.5000000000000009 -0.061509313061833375 0.11460354804081976 0.009536878205835821 0.011998218484222891 -289.49999999999994 -0.052107971161603921 6.6297056810403836 0.050038872286677367 1.0000000180025095e-35 6332.0625000000009 0.009536878205835821 0.97545000000000004 0.016100909560918811 -0.019183300435543057 0.022959272377192978 27.500000000000004 3.5000000000000004 609500.25000000012 0.085250000000000006 -1530.4999999999998 0.066900000000000015 -646.49999999999989 -180.49999999999997 563.50000000000011 -2148.4999999999995 0.076933234930038466 41490.000000000007 1.0290404977197987 1.0691697434864802 31911.750000000004 0.54691683142848524 27.500000000000004 4.5000000000000009 1044278.0550000001 -0.058500975370407098 0.051850000000000007 0.47096119863489289 0.062500000000000014 0.030950000000000002 0.14820636096102632 -0.03079346381127834 0.069950000000000026 0.6049744322639975 -89.499999999999986 273044.25000000006 -0.011551368515938519 -0.011641513556241987 -0.0075294384732842437 0.035575024522207586 13736.250000000002 -418.49999999999994 0.84465521867192128 45.500000000000007 0.10166603909867905 0.010074628517031671 -0.03829821199178695 -0.0016552489832974968 0.15959480404853824 0.055385139740967967 -0.0023785097291693087 18047.385000000006 0.026588617824018005 0.013534106314182283 -0.005648581311106681 -1104.6124999999997 11.182213438735181 13898.250000000002 0.0015753969200886788 0.53838645811827923 -1406.4821428571427 -2221.4999999999995 0.0068395209964364776
decision_type=2 2 2 8 10 2 2 10 10 10 2 10 8 10 2 10 8 10 10 2 2 2 2 2 10 2 2 8 8 2 2 8 8 2 8 10 10 8 8 2 10 2 2 2 2 2 2 2 10 2 8 2 2 2 10 10 8 8 8 8 10 10 10 2 2 10 10 8 10 10 10 2 10 2 10 8 8 8 10 2 10 10 10 8 2 2 2 10 10 10 10 8 10 2 2 2 2 10 2 10 2 2 2 10 8 10 2 10 8 10 2
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leaf_count=127 649 122 2858 78 708 130 343 880 2608 305 511 3085 626 310 981 117 2217 3919 739 3601 3323 243 176 307 1317 234 530 277 226 209 904 131 541 19508 195 900 259 3038 936 263 1555 201 247 1141 627 2308 761 227 7561 1935 18418 170 151 212 267 1878 303 1073 90 1313 1685 1226 3205 20180 1087 233 526 879 334 215 138 14413 1862 31352 81 103 2896 468 181 327 253 397 445 200 1130 1357 479 1128 581 242 1151 915 2047 169 556 2680 53 123 168 197 99 110 267 294 127 355 542 416 1221 2563 449
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is_linear=0
shrinkage=0.0227381


Tree=677
num_leaves=112
num_cat=0
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split_gain=5.41729 4.39757 8.60819 7.76589 16.3156 8.93156 7.93032 8.38601 7.49742 7.10415 6.6463 6.58362 6.47141 6.40063 8.5883 6.36567 5.38431 5.62412 5.30888 5.16903 5.11109 5.05764 4.95598 4.83427 6.72444 4.7888 4.60356 4.48222 6.1193 4.62304 5.44474 4.47562 4.39823 9.98603 13.028 10.8689 13.6063 10.365 9.29777 8.87189 8.02219 9.13169 7.67502 9.81437 7.59667 6.47706 6.46782 6.31534 6.20068 7.17769 8.95068 6.11577 6.08561 6.0841 6.91344 5.83219 5.69004 5.49482 5.48545 5.15224 5.12204 6.84492 4.96539 4.94618 4.85646 4.81774 8.54928 8.04899 8.59229 8.33505 8.33132 8.52885 10.4622 8.44475 7.57988 7.86704 8.79976 8.12537 7.63636 7.31594 8.33574 9.07429 8.13118 7.93734 7.54571 8.83405 7.16556 7.11871 7.84838 6.85026 8.02479 7.73987 6.50754 6.505 6.26673 12.4815 8.39763 7.8342 7.19207 6.18196 6.1116 6.10869 6.28418 5.91599 5.65664 4.93643 4.8686 4.78474 4.69052 4.66402 4.60954
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decision_type=2 8 2 2 2 10 2 2 2 8 2 8 2 2 8 2 2 2 8 2 8 2 2 8 8 8 2 2 10 2 10 2 8 2 2 8 2 2 2 8 10 10 2 8 2 8 8 10 2 10 10 10 8 2 2 10 2 8 2 8 8 10 2 10 8 10 8 10 8 8 8 2 8 2 8 8 10 2 8 8 10 2 8 2 8 8 10 8 8 10 8 8 2 2 10 2 2 8 10 8 2 10 8 2 2 8 10 2 10 8 2
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leaf_count=399 219 452 245 1118 99 167 951 231 395 114 135 75 231 99 618 357 100 735 364 704 249 374 169 182 171 85 227 95 212 1121 108 231 111 72 179 217 321 247 1412 372 404 79 1234 1321 128 261 185 1205 368 197 113 858 377 636 273 228 307 804 2247 444 1947 2357 385 456 1119 471 288 98 161 194 57011 4381 2507 375 373 1043 372 2519 7495 411 1562 194 1102 4306 2696 863 138 1140 3669 319 220 331 1787 744 2130 11685 23075 6066 462 776 440 255 255 25041 413 323 542 435 227 110 162
internal_value=0 0.000160889 -0.00164889 -0.000616677 0.00182564 0.00910445 -0.00341717 0.00174594 -0.00179245 0.00253197 0.0141165 0.00717842 0.00478538 0.00764586 0.0111769 -0.00413445 0.0166744 0.0187361 0.000335652 -0.00825699 0.000108845 -0.00133879 -0.00626137 -0.00577845 0.00126274 -0.00872652 0.00407413 -0.00308938 0.00227366 -0.00645899 -0.00823683 0.00833861 0.000258028 0.00149619 -0.000683218 0.00327972 -0.000383817 0.0053765 -0.00281008 0.00896721 -0.00290548 -0.00477091 0.0109856 0.0125823 0.00225731 -0.00817584 0.00985961 0.00426654 0.00634779 0.00840675 0.0120112 -0.000695696 -0.00111796 0.00206691 0.000482797 0.0100254 0.00106178 0.00592282 -0.000943309 0.000298116 -0.00555511 -0.00383624 -0.00303901 -0.00349858 -0.00303602 0.000108158 -0.00105084 0.000304259 0.00563453 0.0150355 0.00022072 -0.00213807 -0.000255435 0.00388659 0.000843302 5.04387e-05 0.000867904 -0.0037448 0.00252863 -0.00251599 -0.00591521 -0.00836549 -0.00125385 0.000938474 -0.00411601 0.00185243 -0.0100972 -0.00542499 -0.00645385 0.00215285 0.00600955 0.0119918 -0.00302136 -0.00765558 0.000418127 0.00124544 -4.47258e-06 0.00294143 -4.10318e-05 -0.00520754 0.00272731 0.00124787 0.00543789 3.93463e-05 -0.00631266 0.0191643 -0.00845692 -0.0048785 -0.00221869 0.0153055 0.00282675
internal_weight=0 12903.7 650.313 570.587 306.382 97.399 264.205 95.0246 208.983 101.74 58.6379 59.5645 80.5249 66.6596 50.6549 42.1756 51.3674 46.581 38.7611 79.7265 34.2009 36.3475 169.181 107.243 33.1 74.1426 20.9947 112.648 44.5452 68.1027 63.3537 25.9862 12253.4 1314.7 594.069 720.627 264.869 455.759 219.191 211.545 412.447 303.456 175.628 156.312 108.991 87.8661 45.6773 181.622 144.47 119.429 79.8124 92.4201 35.917 244.214 211.28 32.9336 131.325 58.3175 194.196 39.6169 295.536 238.831 82.819 37.1514 73.0076 10938.7 1577.55 9361.14 135.631 28.9439 9225.51 705.925 454.737 180.68 689.637 628.02 574.687 149.276 425.411 887.916 231.833 171.668 656.083 374.786 281.297 76.0389 154.208 251.188 235.635 106.687 71.0417 38.8582 274.057 53.3326 8519.58 3035.51 1752.52 1282.99 5484.07 35.6457 290.132 60.165 44.4894 5440.67 205.258 24.9284 43.4046 84.6536 32.1835 28.0862 18.3813
internal_count=201063 200664 10181 8884 4573 1600 4311 1424 2973 1417 1069 719 1193 948 717 698 934 834 531 1297 324 593 2887 1556 353 1203 341 1936 612 1324 1229 400 190483 21477 9572 11905 4898 7007 4386 3376 6610 4835 2927 2555 1775 1835 512 2962 2327 1959 1318 1371 449 3631 3156 475 2551 1125 2883 641 4756 2809 1243 635 1426 169006 26375 142631 2649 615 139982 13970 9050 2882 13017 12546 11429 3562 7867 13358 2692 1894 10666 6283 4383 1274 1700 4920 4809 2034 939 492 6168 1117 126012 42956 25205 17751 83056 1095 4746 798 543 82052 3109 517 1004 1537 447 295 423
is_linear=0
shrinkage=0.0227381


Tree=678
num_leaves=112
num_cat=0
split_feature=14 124 133 201 125 126 156 18 141 217 91 124 69 19 135 120 208 204 153 135 204 51 149 202 225 225 195 157 153 133 7 127 131 42 189 6 202 121 191 198 69 49 174 195 13 152 17 40 93 14 191 209 219 14 121 165 181 195 141 7 132 209 133 211 185 8 121 221 183 217 141 195 121 145 230 40 127 145 231 86 224 161 86 93 224 199 208 180 157 225 123 14 15 126 207 17 177 180 214 202 181 67 181 165 127 220 154 49 212 189 230
split_gain=6.1656 4.48752 7.7836 10.84 8.93201 6.64373 8.01409 8.89205 7.37394 7.13763 6.11945 5.19421 7.81855 8.90336 9.03216 7.59232 7.82482 7.80076 7.31947 7.01598 6.64321 6.46206 6.41378 5.91275 6.65548 5.70881 7.14911 8.74652 8.83957 11.9719 11.5257 8.32097 9.0995 8.28078 8.2638 9.50952 7.70053 7.32889 6.01396 10.0603 9.59938 9.88645 7.80735 7.75399 6.85695 6.98891 6.64478 11.8822 6.99135 5.61305 5.31836 5.08224 5.15195 5.07779 5.05688 6.08231 5.00069 6.49843 6.32507 4.83294 4.83049 6.24 8.01346 7.67683 5.61522 6.37151 5.92359 4.81108 4.77864 4.74907 4.72224 5.55937 4.88056 4.7105 4.6843 4.66743 4.66496 4.55152 4.97395 4.51678 4.50464 6.13955 4.49638 6.20008 4.45781 4.31997 4.23605 4.17579 4.15018 4.01013 3.9058 6.19681 3.8445 3.65126 3.61673 3.52789 4.7196 4.20259 3.99426 3.50371 3.3883 3.21105 2.98757 2.78871 2.36763 2.34851 2.07096 2.06302 1.81793 1.66521 1.6539
threshold=0.0013045000000000003 26.153319644079399 0.26591998916844678 0.70849724626278532 1.0143737166324438 0.052750662320822282 182733.75000000003 -1198.4999999999998 0.99724282160493916 0.032916484400630004 1.5000000000000002 27.670088980150584 0.00035000000000000005 9.5000000000000018 0.20961460942028323 3.591578626248733 -0.013425535056740044 0.031636342406272895 67500.045000000013 0.054872841139030855 -0.043445967137813561 0.48760000000000009 570.732142857143 -0.044017368927597993 0.013055640272796156 -0.001415771199390292 13.244863731656187 401557.50000000006 720022.50000000012 0.15989613297617775 44615.250000000007 18897.322317595375 0.050009833722669456 0.066050000000000011 0.33413078149920261 750647.25000000012 0.17016315460205081 0.40962695480564365 42.500000000000007 0.14285616024867323 0.0013500000000000003 0.12710000000000002 11.500000000000002 14.601204819277109 3.5000000000000004 155808.75000000003 -11883.999999999998 0.5994646115113863 -96.499999999999986 0.017320500000000003 10.500000000000002 -0.024606220424175259 0.027679058723151687 0.027527500000000003 0.18749900568710304 0.44722222222222224 39441.750000000007 14.601204819277109 0.94941978468806931 31061.250000000004 0.017804777127776311 0.039610931649804122 0.014913122516899106 -0.019673123024404045 449.70719318181824 244743.75000000003 0.16920359221132861 -0.0074751938227564088 -960.49999999999989 0.013433288782835008 0.46702828388305601 21.904304029304033 0.15756996959050437 455.53854407631314 -0.012703177053481339 0.16938763284748212 29093.424615551045 267.03308147274959 0.0034802125301212077 0.045350000000000008 -0.0023931344039738174 0.0019956273191121449 0.071650000000000005 -343.49999999999994 -0.019183300435543057 10605.753046875003 0.0066209796350449332 9574.6725000000024 473701.50000000006 -0.0081353117711842043 0.90448404616504807 0.018825500000000002 -9095.4999999999982 0.023594897682190554 -0.0051800229120999566 -1290.4999999999998 0.41801075268817212 10153.845000000003 0.023536530323326591 -0.044017368927597993 52470.750000000007 0.051650000000000008 28086.075000000004 0.42206477732793529 23174.597271907023 -0.013941834680736063 217609.15500000003 0.12290000000000002 -0.00051376194460317482 0.30449179383818031 0.001785273081623018
decision_type=2 2 8 8 2 2 10 2 2 2 8 2 8 10 8 2 2 2 10 10 2 10 8 2 2 2 8 10 10 8 10 2 10 10 10 2 2 10 8 10 8 10 10 8 2 10 2 8 10 2 10 2 2 2 10 8 8 10 2 10 8 2 8 2 8 8 10 2 10 2 2 8 10 10 2 10 2 8 2 8 2 10 8 8 2 10 2 10 10 2 10 2 2 2 2 2 8 8 2 2 10 8 10 10 2 2 8 10 2 8 2
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Tree=680
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decision_type=8 8 2 2 10 2 2 10 10 8 10 2 2 10 2 8 8 10 10 2 2 2 2 2 8 10 2 10 10 10 2 2 10 2 8 2 2 8 10 10 2 8 2 8 2 8 10 8 8 10 8 2 2 2 10 2 8 2 2 10 10 8 2 2 8 10 10 8 2 2 8 8 2 8 2 2 2 10 8 8 10 2 10 10 10 10 10 2 10 10 10 2 8 10 8 10 10 10 10 2 10 2 2 2 2 10 10 2 8 10 10
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shrinkage=0.0227381


Tree=681
num_leaves=112
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decision_type=10 10 10 2 10 2 2 2 8 10 10 8 2 10 2 2 2 2 10 10 8 2 8 10 2 8 10 2 10 2 2 10 8 8 2 2 2 8 8 2 2 8 8 8 2 10 2 2 2 8 2 8 10 10 10 10 2 10 8 2 2 8 2 10 8 8 10 8 2 8 2 8 8 2 10 10 2 8 10 2 2 8 10 10 2 8 10 8 10 10 2 2 10 8 2 8 8 2 8 2 10 10 8 2 10 2 2 8 2 10 2
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leaf_count=2221 68 84 71 56 133 105 97 98 129 307 92 76 253 217 1106 976 62 132 194 272 738 118 554 72 95 286 1578 172 742 910 2818 166 1711 613 333 1823 2458 157 142 733 609 1057 1109 2793 412 450 162 32975 40 345 1236 3499 194 6485 771 2118 800 1407 1712 343 507 677 91 457 6313 118 203 296 588 308 4442 438 81570 1265 322 182 4596 2547 195 2915 3288 1009 102 300 541 1233 183 327 127 94 71 231 395 73 72 941 112 143 136 129 111 120 74 87 230 115 69 115 96 622 186
internal_value=0 -0.00251922 -0.00809127 -0.000696889 -0.0029056 0.00481599 0.00693083 -0.00913963 -0.000366633 -0.00195045 -0.00558275 0.00535254 0.0100741 -0.00784877 -0.0105952 -0.0104241 -0.0120612 0.0100332 0.0122168 0.000100283 -0.00581745 0.00076113 0.000130741 0.00133051 0.00818109 0.0151308 0.000944413 0.00215957 0.00285496 -0.000262682 0.00478032 -0.00250495 -0.00503332 -0.00476099 0.0037942 0.00384605 0.0062651 -0.000667385 -0.00615461 0.000235233 -0.00187716 0.00351524 0.00641997 -0.00354975 -0.00288694 0.00535499 -0.00964492 -3.224e-05 0.000747394 0.00861821 0.000599476 -0.00247868 0.00268159 0.000997253 0.00161649 0.00181341 -0.00127329 0.000555205 -0.000343142 -0.00241762 0.00561507 -0.000123019 0.00225644 0.00304613 0.0054731 0.0107495 0.00765559 -5.50102e-05 -0.00641084 -0.000338692 -0.00328743 -0.00487377 -0.000172509 0.00542996 -0.00320063 0.000624385 -0.00436292 -0.00538406 0.00787444 -0.000262683 -0.00466403 -0.00351497 -0.00557774 -0.00661959 0.00178357 -0.0021202 0.013663 0.00474036 0.01845 0.0150898 0.018624 0.0228011 0.0149121 0.00455039 -0.00757402 -0.00912184 0.00688857 -0.0111698 0.017599 0.00713812 -0.00128567 0.000116286 0.00439599 -0.0119547 -0.0049819 -0.00236406 -0.00183942 0.00108547 -0.013554 -0.0152568 -0.00475403
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internal_count=200847 6120 1292 4828 3499 1329 1245 959 2540 2411 1660 751 444 1415 1198 1221 1153 962 830 194727 1368 630 193359 25183 930 508 24253 13486 12206 5186 7020 1744 2453 1280 505 2733 5276 10767 1383 9384 6073 3311 2166 5014 1145 1059 775 168176 55382 850 54532 6616 2642 47916 35936 35093 11980 7892 112794 11321 1151 101473 9531 8778 6770 808 1439 2008 753 91942 5884 4880 86058 1573 10170 1932 8238 7143 517 84485 4088 1203 3974 3799 1095 1415 690 1004 413 436 396 325 636 175 843 1226 245 1084 531 358 229 422 165 861 302 191 414 177 805 718 283
is_linear=0
shrinkage=0.0227381


Tree=682
num_leaves=61
num_cat=0
split_feature=227 145 72 70 41 230 6 17 218 212 14 193 182 59 124 150 223 190 153 122 230 135 121 133 178 219 188 124 91 199 188 30 124 205 225 218 81 218 197 230 232 144 230 207 190 219 135 232 17 133 27 199 12 207 180 178 228 227 76 220
split_gain=4.88808 7.07347 4.51538 6.44467 5.58597 4.9825 4.532 6.11648 6.01729 7.2388 6.68733 6.19158 6.08818 6.43743 4.65778 7.90792 8.06328 7.08959 6.75601 9.57332 6.69218 5.67976 5.33901 5.15487 4.90814 4.79628 9.04668 7.75347 6.40473 4.85193 4.80749 4.62 11.0713 7.40995 4.47222 4.43461 4.29977 3.99586 3.91456 3.86233 3.80454 3.74782 3.7159 3.67624 3.48769 4.33078 3.61104 3.45945 3.08163 3.03406 2.52088 2.502 2.02029 1.93078 1.92201 1.79122 1.54113 0.581786 0.55866 0.419524
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internal_weight=0 48.2789 12897.9 12869.1 61.3929 54.1044 12807.7 185.298 124.722 48.2053 76.5171 59.3532 28.2477 22.0846 12622.4 1007.22 905.246 101.971 618.705 505.158 76.5774 63.5025 286.541 80.0362 25.3936 11615.2 447.031 436.62 413.108 11168.2 91.0849 11077.1 1803.54 9273.58 206.505 113.548 23.5123 48.4495 56.1476 10.9037 43.3195 34.9373 19.9576 19.2328 60.5756 53.265 49.3651 28.7919 11.4159 22.8877 17.9622 29.0461 43.5401 13.0749 11.6177 38.2549 7.3106 10.7849 6.16309 17.1638
internal_count=201100 791 200309 199926 931 873 198995 5179 3309 1147 2162 1499 634 465 193816 10941 9641 1300 6323 5171 969 784 3318 779 331 182875 6319 6194 5704 176556 889 175667 28822 146845 2539 1152 490 1209 516 290 709 373 513 273 1870 1615 1481 383 183 303 260 518 1428 185 265 629 255 164 169 663
is_linear=0
shrinkage=0.0227381


Tree=683
num_leaves=112
num_cat=0
split_feature=213 212 208 90 142 178 131 138 16 123 161 228 161 40 228 40 38 149 220 223 55 57 121 145 208 188 233 187 120 161 149 211 200 127 78 213 230 212 6 182 127 131 18 157 205 215 52 195 122 40 220 154 186 174 205 192 53 31 208 224 40 183 67 180 224 67 123 46 67 133 219 190 161 40 214 150 224 228 7 226 145 133 167 181 151 161 16 17 53 224 226 133 220 198 226 188 133 151 38 169 44 149 228 180 142 186 205 144 204 202 67
split_gain=4.75528 8.57344 9.11982 13.0043 8.8004 8.50507 12.0065 9.48511 8.27664 10.5624 7.7829 9.18845 9.92548 8.30505 8.48057 7.5985 7.82804 7.79372 7.39685 7.29257 7.17788 7.12561 8.07072 8.46432 7.92473 7.60383 7.36415 7.21305 7.12053 7.06707 11.5464 6.96103 6.95189 6.84236 6.77293 8.3516 6.74406 10.2441 7.28819 6.72071 6.69518 7.10097 6.68537 7.54481 8.67348 8.03861 7.42915 7.38427 6.83494 6.81615 6.74971 6.59958 6.58723 6.53675 6.38407 6.3363 6.20448 6.16097 6.14377 8.15688 7.41994 7.33199 7.6631 6.12085 7.91232 9.35955 8.47884 7.18566 8.88597 6.1498 6.09431 8.54321 7.58781 9.44525 10.6434 10.3154 10.5986 9.36064 9.56844 8.79367 9.15261 13.6438 7.75918 9.45734 7.70429 7.53549 7.52594 7.70709 7.2811 7.20765 7.52874 6.90857 8.48228 7.95181 9.17425 11.2081 9.91453 9.61757 9.03774 8.83747 7.91252 7.88427 7.95961 7.47241 7.28013 7.18096 7.08627 8.78774 8.66329 6.82761 8.61932
threshold=-0.015135114081203936 0.011542099062353374 0.036792811006307609 1.0000000180025095e-35 -2544.8333333333326 0.18350168350168353 0.45790118210893571 5.5000000000000009 -250.49999999999997 0.99999829150098474 0.24999708113668009 0.010089289862662556 0.206921064064645 0.35464502924190394 -0.0013931112480349837 0.65980632859909394 4.5000000000000009 -1595.9444444444441 0.0228570681065321 0.02282230090349913 1.0000000180025095e-35 0.050150000000000007 0.23906928381426049 587.27516025418674 -0.03509202599525451 0.59143063204825608 -0.0098941018804907781 20.28107443820225 2.6666304531707499 0.18786549716917783 -884.94230769230751 -0.026702724397182461 13.500000000000002 12353.004793113521 0.13540000000000005 -0.037742635235190385 -0.00022286535386228931 0.025643129833042625 835443.00000000012 -1414.9545454545453 3336.7149720352609 0.090480031675053862 -3557.4999999999995 13970.745000000001 0.03539670072495938 0.020912027917802337 0.06900000000000002 25.277350427350431 0.048584384204248786 0.52419312355797543 0.025646798312664035 210840.75000000003 6183.2250000000013 7.5000000000000009 -0.035924866795539849 0.26333570412517787 0.30760000000000004 10.500000000000002 0.0051470040343701848 0.00045304522791411733 0.27997080666884611 -659.49999999999989 0.081750000000000003 9762.5062500000004 0.0051597342826426038 0.043750000000000004 0.99999723937662011 0.0022500000000000007 0.015150000000000002 0.069231251089767756 -0.0011217849678359924 4.5000000000000009 0.19651195551390546 0.23331485742480113 0.0026542140403762464 -1724.4999999999998 0.012396047357469799 0.014219203032553198 11252.250000000002 0.0073020267300307759 738.55402806863879 0.094169034684833716 1.2247474747474751 65426.507678571434 -830.49999999999989 0.5621780597550522 -2148.4999999999995 -713.49999999999989 0.069950000000000026 -0.0043844073079526416 -0.0029210577486082907 0.18548022293587349 -0.017505563795566555 0.095008821473540714 0.0080935047008097189 0.84633273703041156 0.10197929879923642 1445.5000000000002 22.500000000000004 0.0065805364861428938 0.97545000000000004 281.06250000000006 0.0016660859691910448 2899.1812500000005 -1493.3166666666664 14872.995000000001 0.025153636001050476 -258.49999999999994 -0.046333137899637215 -0.057402636855840676 0.012450000000000001
decision_type=2 2 2 10 8 8 10 2 2 10 8 2 10 8 2 10 2 10 2 2 8 8 10 10 2 10 2 10 2 8 10 2 8 2 10 2 2 2 2 8 2 10 2 8 2 2 8 8 10 10 2 10 10 10 2 10 10 2 2 2 10 8 8 8 2 8 8 8 8 10 2 8 8 10 2 10 2 2 10 2 10 10 8 10 8 10 2 2 8 2 2 10 2 8 2 8 10 10 2 8 10 10 2 8 8 8 2 8 2 2 8
left_child=1 4 10 20 -1 7 19 56 9 40 11 13 33 14 57 16 -15 -18 70 54 -4 -12 24 26 25 -23 -24 -28 -21 30 -8 -22 -31 -13 35 -34 37 -26 -38 -16 -9 -42 50 -44 45 47 -47 48 -45 -48 -20 -41 -50 -25 -7 -17 63 -3 59 -52 -61 62 -62 67 66 -66 -65 69 -69 -6 71 89 73 82 75 -75 -77 78 -76 80 86 88 -73 -84 -85 -83 -74 -88 -82 90 -2 93 -93 98 103 -96 97 -97 100 -98 -72 -100 -103 -95 -102 -106 108 -108 -105 -94 -111
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leaf_value=-0.011731759996546579 -7.5038393296626084e-05 0.0040464967452458122 0.0045043522269741926 0.010360542871950238 -0.0027361814924631153 0.0019617209327834014 0.0099594779877628312 -0.0046642236328515137 -0.0049335585869343277 -0.0067087495036781608 0.0076517851827891852 0.0044482842623508332 0.011925868904597214 -0.0039739387231096839 -0.0049552989558616523 -0.0034668978072811552 -0.0044835126058891299 0.014546607463571743 -0.01186085137912282 -0.0034585688546427207 0.0074721410576973658 -0.0048607784067072222 -0.011129982894233418 0.017600592406010782 0.001256800016881525 0.010183988609816562 0.0058684190887869194 -0.0089368142934917807 0.011326628494509746 -0.0069952991055307829 -0.0093481601527677909 -0.010065402939128561 -0.00057842517093900073 -0.0086229191166175261 -0.0021172069975475241 0.01683389335406129 -0.0015713091642195354 -0.0106781249631029 0.0092991600067752322 -0.0018125859347226836 -0.0034181141197210381 0.017798280439944737 -0.0061290342374366938 -0.0066145225117460408 -0.0065439359036596643 -0.0063883974035407231 0.014439968347060071 0.0086990779076742356 0.0049008004666035001 -0.0012110022171704998 -0.0057576634881119143 0.015124021101095985 -0.0045605358729691493 -0.0018865367692727289 -0.0044437838688344443 0.013026651763513525 0.0099756069271186819 -0.008720758089919723 -0.0088894282036921443 -0.0050822794792423857 -0.0025795361206904176 -0.0037721338557591862 0.021109688112508292 -0.0044509708561256134 0.011340920761021585 8.7020881312175518e-05 0.0038270806599861886 -0.0087200112900933952 0.0020602930444145943 0.017842144541346725 -0.002537566362648611 -0.0038550453355597992 -0.004348340432087156 -0.0045506815314146657 0.0029647514760364488 0.0028142870472276402 -0.0064447377602799569 0.0056370468241111792 -0.0080948136804362535 0.0019337197040362622 -0.002138106108873738 -0.0022283932157852499 -0.0025718939548540045 -0.0053542945788265638 0.010057465583479355 0.0077674804026625051 -6.0428015004801544e-05 -0.0050104700482676463 0.011767918475172492 0.00031678546174779162 0.016695871198412406 -0.0019401080555818842 0.0050285341821413353 0.011040694699968894 -0.0056177585814908395 0.0010274922063846061 0.0062103226071242692 0.012703317567459139 -0.0071712611471163911 -0.0080275096212358444 -0.0060859164658144047 0.0073037812946963538 -0.0068196939833985275 0.0040073470816799801 0.012881998624168046 -0.0019127153547555517 -0.00020604132501472782 0.0061175565658258945 -0.00076509123881318176 0.010521240431533452 0.0008463429257406272
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leaf_count=501 370 297 380 279 132 720 550 108 352 247 875 556 187 199 126 1376 178 2475 1189 248 104 173 128 301 679 555 895 135 254 151 1219 1638 375 898 451 955 2070 958 363 125 48 932 1712 1108 1124 116 379 412 1024 283 1115 388 508 88 5787 154 549 402 933 185 177 196 418 6310 629 4195 1523 508 9927 248 2113 836 5922 7463 1177 7094 1523 671 8960 10498 447 3300 615 150 1120 425 14001 1911 1483 1332 440 3453 7089 325 3358 2964 544 781 4740 1622 429 637 424 3820 978 324 4078 4314 14676 450 9231
internal_value=0 0.000821377 0.00234672 -0.00285846 2.05521e-05 0.000181999 -0.00163531 0.0012014 0.0077435 0.0105771 0.00306023 0.005423 -0.000821905 0.00714461 0.00235969 0.00987843 0.0120352 0.0133387 -0.000149084 -0.00287279 -0.00588308 0.00148934 0.000593336 0.00483569 -0.00103445 0.00575868 0.00156025 0.00365953 0.00469372 0.00414612 -0.00237954 -0.00835976 0.0076273 -0.00441393 0.00963945 0.0126105 -0.00236822 -0.00603503 0.000172713 0.00774976 0.0135872 0.0155455 -0.00236438 -0.000914333 0.00053488 0.00204438 0.00807763 3.81484e-05 -0.00156526 0.0107017 -0.00572265 0.0110162 0.00138242 0.0131414 -0.00354988 0.00118113 0.000703443 -0.00331129 -0.00286 0.00043726 0.00615793 0.0110075 0.0158567 0.000457122 -0.00105901 0.00193949 -0.00299459 0.00194613 0.00141792 0.0123067 3.64507e-05 -0.000556261 -0.000734418 -0.00213752 -0.00306513 -0.00129009 0.00106929 -0.00592517 -0.0068585 -7.83145e-05 -0.000851425 0.00241623 0.00170354 0.00428492 0.00793733 -0.000501046 -0.00153285 -0.000738383 0.00895858 0.00504952 0.0108708 0.000654532 0.00189935 -2.69329e-05 0.000564791 -0.00203703 0.000969038 0.00400929 -0.00256502 -0.00452352 0.000892751 -0.00515407 0.00149164 0.00138171 0.00593739 0.00882151 0.0011391 0.00351152 0.000208807 0.00265842 0.00144321
internal_weight=0 3620.51 1240.71 146.454 2379.8 2355.9 844.749 1511.15 98.0361 81.291 1094.26 428.565 93.5859 334.979 127.624 207.354 163.507 152.523 9294.16 699.378 123.068 665.691 589.418 158.747 430.671 65.9983 121.175 109.226 53.2535 145.371 51.5175 100.73 93.8531 77.3987 85.0768 67.4156 364.673 144.427 220.245 63.8172 70.8019 65.0926 710.445 503.838 400.305 334.988 77.1011 257.887 223.545 67.1571 206.607 51.675 145.088 37.572 646.125 43.8475 1413.12 63.8072 149.494 101.799 52.9523 37.1167 27.4757 1385.34 687.645 269.746 417.899 697.692 673.148 24.5432 8583.72 4382.22 4254.48 1349.38 1088.29 679.223 397.424 409.069 381.752 2905.11 2102.28 358.976 261.083 179.633 116.319 253.761 1743.31 1368.11 105.215 127.738 52.28 4201.5 1480.94 2720.56 2211.63 525.406 289.031 187.544 508.931 101.487 220.319 288.612 67.7255 1686.22 86.633 71.7194 1654.28 459.25 1195.03 1238.69 827.998
internal_count=200868 53901 16982 2401 36919 36418 10710 25708 1687 1335 14581 7361 1641 5720 1338 4382 2852 2653 146967 7009 2122 7220 6345 1547 4798 728 1158 1030 502 3701 1769 1742 1932 1454 1781 1330 4070 1637 2433 639 1088 980 10879 6666 4954 3830 778 3052 2640 662 4213 513 1532 389 6507 1530 24021 699 3024 2091 976 791 595 23472 12657 4824 7833 10815 10435 380 136088 69738 67596 29609 26888 16080 8617 10808 10137 37987 27489 5655 2721 1885 1270 3725 21834 15912 1930 2142 810 66350 20223 46127 36482 9269 5911 3745 9645 2166 3844 5801 1061 27213 1731 1302 26888 8392 18496 16770 9681
is_linear=0
shrinkage=0.0227381


Tree=684
num_leaves=112
num_cat=0
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split_gain=6.18204 7.65031 9.42291 8.00121 6.76857 6.32393 9.88835 11.755 9.65632 9.40933 9.03785 8.69699 10.0974 8.12547 8.05336 9.26814 8.00859 9.12051 7.48328 7.2047 11.012 7.04699 8.07697 7.00239 8.00264 6.97828 6.8607 8.67682 8.33581 6.82209 6.66405 6.78322 6.28857 6.25205 7.77741 6.24977 7.7419 6.79506 6.1785 6.06584 6.06118 6.02291 5.97342 5.91429 5.66564 5.65513 5.59283 5.54118 5.44855 5.40651 7.49893 9.30814 7.07128 8.18813 10.2587 9.01542 7.65384 7.49843 7.10077 7.03163 6.81776 6.78557 6.54895 6.51967 9.72387 7.69703 13.3816 8.04055 12.4798 8.63946 7.91579 7.88579 7.87812 7.63226 7.60498 7.39769 6.81613 9.80048 9.81756 7.53422 9.09711 6.67253 6.60624 6.42142 14.0543 7.71214 7.01206 8.03419 7.91828 6.35113 6.34224 6.56948 6.2945 10.2153 6.27742 8.20744 6.22655 6.20073 6.16415 6.14271 6.02377 9.08953 8.11541 8.03592 9.99939 8.47862 7.44406 5.90465 5.75584 5.59671 5.54224
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decision_type=10 10 8 8 2 2 10 10 10 2 10 8 10 2 8 10 10 8 2 10 2 10 10 10 2 8 2 8 2 10 10 2 8 10 8 2 2 2 10 10 10 10 8 2 10 10 10 2 10 10 10 2 2 2 8 2 10 8 8 10 8 2 2 8 8 2 2 10 2 10 8 2 2 10 10 10 10 10 2 10 8 2 2 10 2 10 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2 10 2 2 10 10 8 10 8 10 10
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leaf_count=819 1256 244 707 2748 629 94 108 516 217 1325 728 3792 280 855 2580 578 330 943 274 528 327 231 1088 163 1044 974 291 673 1948 526 617 812 82 175 661 657 1637 1780 157 104 113 125 212 181 145 528 959 255 365 382 1214 351 276 540 934 5336 368 347 1126 292 1657 251 805 2495 961 1088 549 604 3362 747 1567 6606 8056 1454 233 540 7014 1209 897 1133 1358 4301 1826 3269 221 679 47963 3705 176 3056 6925 784 453 383 1062 697 118 1213 103 866 14204 1174 2043 7149 1248 4059 2039 426 90 562 227
internal_value=0 0.00109128 -0.00354911 -0.00516353 0.00140423 0.00162952 -0.000189281 0.00137077 -0.00474638 0.00236378 0.00321841 0.0045057 0.00720746 0.00587052 0.00057868 0.00550072 -0.000886113 0.00422609 -0.00112711 -0.00301945 0.00152438 -0.0060382 -0.00783495 -0.00696925 -0.00972265 0.00956358 0.00264588 -0.0019346 0.00399573 -0.00310579 -0.0011231 -0.00274099 0.00654321 -0.000132797 0.00531692 -0.00122378 0.00300387 -0.00337456 0.0083345 0.0118069 0.0125083 0.0111786 0.0111267 0.00472432 -0.0116879 -0.007587 -0.0005432 0.00116375 -0.00462132 -0.000190539 0.00016787 0.00394845 -0.00095889 -0.000409501 -0.00326697 -0.0043441 -0.00302618 -0.00359874 0.00185415 -0.00455721 0.00016845 0.00593197 0.0025192 1.97651e-05 -0.000347282 0.00139426 -0.00050581 0.00287693 0.00632939 0.00843655 0.00133056 -0.00191734 0.000232331 -4.22229e-06 0.0072079 0.0098041 -0.00209221 0.000847229 0.00611063 -0.0030396 -0.00789608 -0.00216605 -0.0021574 0.000198666 -0.00338051 -0.0060542 0.000428279 0.000571589 -0.00619106 -0.00590325 -0.00570998 -0.00630419 0.00099756 0.00753875 -0.00619545 -0.000940338 0.00665856 -0.00550258 0.00783461 -0.00347343 2.93896e-06 0.00307154 0.0070746 -0.000475761 0.000985445 -0.00201965 -0.000979584 -0.00824101 0.0101308 0.00720076 0.00577652
internal_weight=0 2685.65 164.055 153.844 2521.59 2436.76 702.651 527.932 174.718 1734.11 1373.11 918.91 364.571 184.106 454.198 117.017 361.001 103.807 56.8811 257.194 104.362 152.832 134.206 148.726 109.855 109.944 554.339 125.329 429.009 76.0971 343.826 272.891 25.9923 10235.9 99.1054 337.181 112.545 224.636 334.66 28.2652 34.0887 101.975 60.1356 70.9355 99.2005 124.74 204.072 38.8711 84.8346 10136.8 6916.98 252.439 3219.82 2551.94 422.591 388.987 667.882 635.703 89.4605 551.497 2129.35 208.367 84.2063 6664.54 5264.99 1399.55 615.908 783.639 234.187 200.88 549.452 526.1 479.758 361.297 89.8088 77.1128 1248.92 304.635 107.476 944.284 133.417 810.867 197.159 4016.07 234.994 190.53 3781.08 3708.64 72.4361 164.803 456.518 436.243 94.979 36.167 299.527 87.4411 32.1786 33.3069 169.145 58.812 2103.01 277.513 136.357 1825.5 939.457 886.039 141.155 212.086 26.3369 44.464 63.5582
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is_linear=0
shrinkage=0.0227381


Tree=685
num_leaves=112
num_cat=0
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split_gain=4.67538 10.6672 9.7744 14.8553 9.01729 12.989 7.96265 12.6564 11.7999 7.76291 10.4649 7.7508 7.90914 7.87871 8.2301 10.7633 7.73938 7.27509 7.25639 9.27612 7.39079 7.23263 7.01948 7.50156 7.005 6.92102 7.17296 9.10696 7.72816 7.36092 8.36692 7.21608 9.32792 14.2371 8.41398 8.17125 7.45919 7.12082 6.9019 6.79714 10.1256 7.69945 6.7473 6.69596 6.55762 7.13457 6.55267 6.4622 6.42829 7.51868 7.44011 6.36883 6.35291 6.31934 7.07077 6.3133 6.17243 6.16815 6.01921 5.89069 5.86721 5.94566 5.72459 6.16263 6.12817 5.70674 5.68818 7.73301 5.75299 6.71854 6.24897 7.25303 6.05834 5.63543 5.52699 6.63924 6.48602 5.50106 6.78665 5.4998 6.6158 5.47106 5.42236 5.22352 5.15883 5.9629 5.33734 5.15004 6.59128 5.73112 5.13459 7.0449 5.11637 5.07761 5.91087 5.01177 7.29216 9.42781 7.17995 9.97891 9.27461 9.00761 8.64524 10.0054 8.00862 7.7052 7.64961 7.33857 6.92862 6.76704 7.72597
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decision_type=8 10 10 10 8 10 10 2 2 10 2 8 8 10 2 10 2 2 2 2 2 10 10 2 8 10 10 10 2 2 8 8 10 8 2 2 10 10 8 2 8 8 8 2 2 2 2 2 10 8 2 2 10 10 10 8 2 2 10 10 10 10 8 2 10 2 10 2 10 8 8 2 10 2 8 2 8 10 10 2 10 2 10 10 10 8 2 10 8 8 10 2 8 2 2 2 8 8 8 2 10 8 2 2 10 2 10 2 8 2 8
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internal_value=0 4.15902e-06 -0.000747245 -0.0030884 -0.000238251 -0.00272451 0.00554164 -0.00394254 -0.00131199 -0.00488968 0.00543864 -0.00658419 -0.00744733 -0.00192989 -0.00453771 -0.000327437 -0.00619889 0.00038684 0.00217173 0.00342974 0.00499115 0.000386121 -0.000513802 0.00756791 -0.00186816 -0.0021991 -0.00619652 0.00373467 -0.00277254 -0.00435886 6.66833e-05 -0.00681247 0.0104604 0.0109593 0.0020783 -0.00260203 0.00342145 0.0057342 -0.000299236 0.00751829 0.00118054 0.00674468 -0.00377352 -0.00622839 -0.00186519 0.0164438 0.000299634 -0.00211391 0.000124992 0.00214321 0.00439016 0.00897212 -0.00711066 0.0112868 -0.0105138 -0.00606501 0.000440109 0.00116192 -9.54173e-05 -0.000199998 0.0014814 -2.14476e-05 0.00228984 0.00316611 -0.00131385 -0.000812277 0.00807105 0.0065505 0.00856094 -0.00258701 -0.000323251 -0.00123174 0.000595238 0.00466385 -0.00193109 0.000118806 0.00231187 0.000550189 0.0126986 0.00197786 -0.00334625 0.000264853 -0.00458186 0.00670438 0.000393911 0.00740359 -0.00700046 0.00499359 0.00559058 -0.00291823 -0.00505971 -0.00426041 0.0101362 -0.000602589 -0.00407001 -0.00644945 0.00775787 0.0152235 -0.00784568 0.000997429 0.0153158 -0.00178265 0.00510486 0.00971242 -0.00504366 -0.00735524 -0.0079573 -0.00127696 -0.00946309 -0.00468477 0.00806187
internal_weight=0 12885.7 3633.18 641.049 2992.13 595.338 53.482 587.567 300.852 198.188 102.664 286.715 274.35 104.039 405.612 145.728 72.9475 2396.79 799.742 663.075 519.847 190.065 1597.05 329.782 1050.55 143.228 92.8288 142.266 908.284 579.762 328.522 259.884 38.8942 54.4841 546.503 120.064 426.439 260.107 166.332 92.9797 189.726 63.4216 136.667 109.075 126.304 32.6198 9252.5 502.259 352.635 270.17 201.684 101.595 149.623 91.8722 100.57 82.4653 8750.24 3722.62 5027.62 4985.1 3481.67 1220.75 2260.92 1819.53 441.385 1119.12 101.629 462.737 44.7869 396.598 4905.72 2464.82 2440.9 247.943 2061.82 2192.96 402.999 807.342 67.4639 1356.79 240.954 132.576 82.5321 79.3774 49.053 24.4294 77.6361 50.399 72.7807 24.57 84.8334 311.781 42.5228 100.089 71.0843 180.585 50.0442 19.2636 78.8891 47.202 26.8809 34.1647 27.592 48.2107 88.5938 74.972 157.693 36.5407 74.8596 110.289 21.3217
internal_count=200907 200107 50440 9395 41045 9325 635 8760 4705 3130 1575 4055 3852 1372 6468 2123 1092 31720 9984 8320 6524 2379 21736 4145 14375 1796 1279 2037 12338 7148 5190 4345 413 924 7361 1778 5583 3297 2286 1437 2857 1152 1664 1324 1705 491 149667 10487 6758 4860 3036 1463 3729 1299 2535 1898 139180 64833 74347 73903 60446 26745 33701 22432 11269 22407 4338 7095 1324 9945 72769 38062 34707 3194 33256 31513 4806 14700 2680 15337 4387 2275 1487 1134 1194 600 1391 517 1031 389 1163 7707 444 1573 1341 2797 788 319 1828 698 421 1658 340 642 1215 1062 2498 731 1724 1548 288
is_linear=0
shrinkage=0.0227381


Tree=687
num_leaves=83
num_cat=0
split_feature=198 197 55 189 41 200 175 199 119 157 196 127 153 153 179 7 135 67 206 40 179 226 194 151 224 230 41 212 167 153 195 212 143 183 182 119 123 190 181 176 189 141 177 184 56 89 203 176 204 229 190 120 19 67 209 72 46 205 19 187 151 157 200 165 179 200 125 195 19 226 233 127 196 7 194 209 80 203 221 182 169 150
split_gain=5.08102 5.54059 10.0001 10.3292 5.61251 5.3584 6.4953 5.19456 5.17661 4.85259 4.51405 4.87777 4.01761 4.86227 3.8665 3.86198 3.71434 7.37708 10.1467 6.75312 5.04492 4.06247 4.0265 3.91616 3.7098 11.3387 9.43486 8.81727 8.43468 6.552 5.84292 5.8251 5.38592 5.92857 4.8681 4.76448 9.86885 8.33053 8.07388 5.56293 10.7385 8.57306 5.21414 4.88032 9.89518 8.35785 3.8341 5.35245 3.9586 3.67009 3.6466 3.61195 3.4479 3.28935 3.24462 3.09431 3.05533 2.90505 2.78156 2.67664 2.58722 2.50405 2.43665 2.70034 2.64867 2.37826 2.24753 1.92609 1.85373 1.65306 1.51712 1.50463 1.33361 1.2749 1.20621 1.97582 0.689003 0.628215 0.451775 0.257219 0.190264 0.126583
threshold=0.52437833734890771 1.113787874304643 0.0030500000000000002 0.11011195085478723 0.58761389844191791 6.5000000000000009 3.5000000000000004 48577.847538461545 3.5000000000000004 175758.75000000003 0.20541818945240334 16572.896564179191 11599830.000000002 14251419.000000002 0.80364135681383642 13020.750000000002 0.52958052913233644 0.049350000000000005 0.0040893559344112882 0.71554281681788368 0.96671657483340856 -0.011714182328432797 0.050210084033613454 1761.5000000000002 -0.026024052873253819 -0.014654820784926413 0.39535748868774395 0.023563939146697525 0.73030303030303034 208021.74750000003 12.840289855072465 0.041804479435086257 -1490.4999999999998 -625.49999999999989 -2198.9166666666665 3.5000000000000004 0.99999851971384668 147.50000000000003 698389.12500000012 10.500000000000002 0.32025641025641033 0.39496110413736335 0.8047619047619049 127443.31250000001 0.034150000000000007 9.5000000000000018 0.08501592651009561 8.5000000000000018 -0.086784932762384401 -0.01473183650523424 24.500000000000004 2.8299730478828651 18.500000000000004 0.10465000000000001 -0.02027113456279039 0.97545000000000004 0.022550000000000004 -0.032159084454178803 16.500000000000004 9.6501533742331311 1570.5000000000002 172502.12250000003 86.500000000000014 0.73508771929824568 1.1693566904219048 42.500000000000007 7.1252566735112941 7.3760245901639356 4.5000000000000009 0.00079246444511227321 -0.0039652041159570208 17869.838975490744 0.69471852000429379 54726.750000000007 0.050210084033613454 0.032643223181366927 0.17040000000000002 0.059380721300840385 -0.011954442132264374 -755.47222222222206 0.051729887185309152 -2608.4999999999995
decision_type=10 10 8 10 10 10 8 10 10 10 8 2 10 10 10 10 10 10 2 10 10 2 10 10 2 2 8 2 8 10 10 2 8 10 10 10 10 8 10 10 10 2 10 10 8 10 2 10 2 2 10 2 8 8 2 8 8 2 10 8 10 8 10 10 10 10 2 10 8 2 2 2 8 8 10 2 10 2 2 10 8 10
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right_child=5 2 3 9 65 6 10 -9 51 60 54 -13 13 68 -16 50 17 18 19 20 70 -23 66 -25 35 26 31 -29 29 -31 -32 52 33 -35 -36 36 46 42 -40 40 56 -43 -44 44 -46 -47 47 -49 -50 57 58 -53 -54 80 72 73 -58 67 -60 -61 -62 -63 71 -65 -66 -67 -68 -69 78 -71 -72 -73 -74 -75 -76 -77 -78 -79 -80 -81 -82 -83
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leaf_weight=4.1890532565303129 8.7762124985456467 13.688761353027074 9.5397530216723663 12.338219581171872 5.5714545743539912 8.5817351033911091 6.2684460445307213 27.528824815526605 10.5535413203761 9.5029849102720636 7.3313853163272169 7.9443135065957895 3.5592942023649803 2.6377328042872241 6.8066318845376363 8.7108196378685516 40.19458396686241 1.5349917039275194 7.0672260285355151 2.5190998110920217 2.3302258136682212 8.8468692479655129 4.307862122077494 1.8175871199928231 5656.9226448382251 36.149333607405424 28.085652549751103 6.956505329348146 47.922637124545872 94.349838233552873 27.802706711925566 4.5140505414456156 17.450989882461727 7.2580583603121367 292.86058144737035 1676.5371526135132 3.9196163918822995 79.742582989856601 27.212325781583786 320.79201923776418 9.3490355992689711 151.92702230252326 13.886315243318675 361.61014365404844 3365.0818086266518 74.450775895267725 11.693417131900789 7.9237525165081015 90.664160856977105 9.2821801612153632 35.185090279672295 10.906815653666852 12.678120568394659 5.2246996937319627 8.7707549249753374 1.2070733681321133 42.04138623829931 9.4800246139056963 4.6847766125574699 3.8406511032953858 9.2557874619960767 10.206295398063961 2.1364117963239546 2.4433966847136608 2.7597700455225995 7.8793275393545628 2.8356766263023019 30.46565955504775 2.2959917401894927 6.1034769094549119 3.2411825801245859 1.4844905780628321 7.3834735965356257 1.2142590037547059 6.032400380820035 5.2907292461022726 1.3587985299527643 11.68640775978565 5.6006086845882246 5.9031434897333339 4.2911470420658597 12.423925089184191
leaf_count=86 116 155 71 113 59 141 90 211 73 97 82 93 117 79 106 91 2616 97 428 160 177 514 169 103 85754 359 582 111 427 887 254 112 201 89 4988 23714 73 1270 377 4102 96 2076 284 5405 55079 1094 130 83 2091 88 692 92 202 88 141 78 429 74 73 87 72 95 128 134 184 160 112 293 64 80 267 74 62 110 84 111 63 63 193 64 120 843
internal_value=0 8.74254e-05 0.00398024 0.000748341 -0.0034738 -0.00408664 -0.00608011 0.0127041 -0.00579496 0.0090275 0.000280997 0.0070156 2.98583e-05 0.00805031 0.00428509 -0.0102133 9.31298e-06 -0.00418306 0.00260385 0.0100363 0.0164381 0.0218039 -0.00909407 -0.0032196 4.56767e-05 -0.00171016 -0.00261046 0.00890249 0.00119598 0.00421779 -0.00522964 -0.00490403 0.0133861 0.0174522 -0.00562666 0.000133073 -0.000904384 -0.000475938 -9.716e-05 0.000332353 0.0025933 0.00368853 -0.00678052 0.000204823 -0.000435105 0.000620951 -0.00714202 0.00148464 -0.00890591 -0.00895279 -0.012053 0.00293969 0.00596414 0.0143476 -0.00490865 -0.00893845 -0.00656581 -0.0111579 -0.0140624 -0.00168028 -0.000128646 0.00868308 -0.0112049 -0.0124914 -0.0137314 0.00723144 0.0035985 -0.0133873 -0.00270091 -0.00233128 -0.00109652 0.00236419 -0.008541 -0.0118624 -0.015505 -0.0167718 -0.0090306 0.0143265 -0.00682393 -0.0112124 0.0183842 -0.0132918
internal_weight=0 12778.8 177.68 136.462 93.6788 143.98 118.191 41.2176 80.228 42.7834 49.705 20.3162 12601.1 23.6095 25.7891 68.4856 12577.5 99.7234 43.5612 27.181 16.9374 11.366 56.1622 10.2436 12477.8 584.058 544.363 39.6953 206.225 142.272 63.952 338.138 32.7388 24.709 320.946 11893.8 1911.58 1797.38 1703.75 9982.17 524.109 472.719 93.6289 9458.07 3726.69 5731.37 114.201 19.6172 94.5838 58.7676 59.9038 21.4604 17.1922 13.0751 29.3888 16.3802 51.3904 49.2279 51.193 8.0297 18.7588 18.9825 49.0187 45.3978 42.9544 13.4508 7.14354 39.9457 10.5343 12.3719 5.57141 3.6209 22.0574 14.8453 46.5082 40.4758 8.42602 24.0246 7.8966 14.6739 9.51585 13.631
internal_count=201102 198981 1621 1255 910 2121 1804 366 691 345 612 263 197360 661 317 1192 196699 6257 2840 1712 1118 674 3417 594 190442 8385 7811 574 1927 1314 613 5884 463 290 5570 182057 28022 25645 24091 154035 6703 6178 1554 147332 60484 86848 2377 213 2164 526 1051 165 314 325 349 1128 525 455 960 173 169 211 3136 2934 2800 219 281 367 336 170 444 202 267 1031 887 803 491 176 257 205 208 921
is_linear=0
shrinkage=0.0227381


Tree=688
num_leaves=59
num_cat=0
split_feature=193 55 93 173 227 24 201 221 232 206 186 208 209 190 7 224 184 40 52 58 194 174 213 5 187 81 186 190 220 153 233 40 5 51 233 41 217 52 14 229 226 223 7 194 18 216 210 175 233 210 229 124 7 187 232 5 219 222
split_gain=4.95413 4.84087 5.86437 4.49207 4.39081 4.14376 11.0083 8.35646 11.3592 9.73024 11.4365 9.41472 9.06726 9.04251 9.03253 8.96082 8.59581 8.4177 6.89956 9.3228 8.8067 9.52296 8.13498 12.4954 8.63372 8.10842 8.17865 7.1485 7.11331 6.97239 6.88277 7.71099 7.5755 6.11539 6.02038 5.98234 5.93659 9.66242 6.21101 5.77099 5.3608 8.10897 4.79591 4.7349 4.93188 4.91265 3.85527 3.81779 3.44816 3.36588 3.24632 3.08552 2.47915 1.90402 1.86233 1.79122 1.17626 0.830351
threshold=2998.5000000000005 0.26790000000000008 -1665.4999999999998 0.76388888888888895 -0.0061851341743022195 1.0000000180025095e-35 0.42163742690058487 0.0065261712297797212 -0.0033540783915668722 -0.022563715465366837 13835.250000000002 0.01174843078479171 0.030946765094995502 14.500000000000002 16715.250000000004 -0.0051408060826361171 247500.75000000003 0.26314995127506319 0.022000000000000002 0.97345000000000004 0.015444245676803818 8.5000000000000018 0.00047364951751660561 215844.75000000003 5.0978917882942651 0.066450000000000023 22718.002500000006 131.50000000000003 0.0050628902390599259 1236406.5000000002 -0.0044136836659163228 0.15968363494745919 85437.000000000015 0.032650000000000005 -0.0045214213896542779 0.028977496900740151 0.055685246363282211 0.040450000000000007 0.041006000000000008 -0.011953483335673807 -0.0080096242018043978 -0.012433286290615795 35264.250000000007 0.080178571428571446 -1719.4999999999998 -0.0012512006214819846 -0.019680839031934735 4.5000000000000009 0.0055614660959690818 -0.0032132244668900962 0.0002265547445858829 46.681724845995895 26210.250000000004 4.5820483314154208 0.0019871948752552275 202275.00000000003 0.024914150126278404 -0.01034355442970991
decision_type=10 10 10 10 2 2 10 2 2 2 8 2 2 8 8 2 8 10 8 8 10 10 2 2 10 10 8 10 2 10 2 8 2 10 2 10 2 10 2 2 2 2 10 10 2 2 2 8 2 2 2 2 10 10 2 2 2 2
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split_gain=6.15028 9.91729 13.4661 9.09782 8.88899 8.63109 10.124 10.2943 12.9481 11.6876 10.1825 9.73731 10.2298 9.36612 9.16292 8.6219 12.5132 8.38631 8.37772 8.30996 8.24248 8.10529 8.04321 8.03425 7.6155 7.60716 7.31705 10.6662 12.3095 11.2415 11.0188 10.9349 9.92314 9.43046 7.9277 9.28906 8.66568 8.38807 12.2421 9.55155 7.80598 7.76532 8.06694 10.1553 9.57583 7.70892 7.50668 7.46212 8.6724 7.26408 7.25983 7.17869 7.03474 6.8454 6.80112 6.74984 7.59981 12.0656 9.53293 6.73351 6.70113 6.70005 7.70176 6.6636 6.58711 6.57139 6.55909 6.40199 6.31406 6.82454 6.21757 9.60133 8.47495 8.21835 7.96399 11.869 7.42359 8.99602 8.44764 7.41534 6.83815 6.53157 6.52995 8.02396 6.36551 7.0981 6.47837 9.42 10.7582 10.2882 7.55406 7.0428 6.86736 6.43877 10.6649 10.3728 9.1408 13.3928 9.54445 6.3313 6.22343 7.79027 7.64135 7.14654 6.73985 9.30387 6.20384 7.24535 6.58979 6.18819 6.1756
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is_linear=0
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Tree=690
num_leaves=112
num_cat=0
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decision_type=8 8 10 2 2 2 2 10 10 2 10 2 2 10 10 8 2 2 8 10 10 8 10 10 8 10 10 10 2 8 2 8 10 2 10 2 10 2 2 8 10 10 10 8 2 8 2 10 10 8 2 8 10 2 8 10 8 2 10 2 2 10 8 2 8 2 10 8 10 8 10 8 8 10 8 2 2 2 2 2 2 8 10 2 8 8 2 10 8 8 2 2 8 2 2 10 2 10 10 10 10 2 8 8 8 10 2 8 2 8 8
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leaf_count=92 171 137 95 195 494 127 81 94 162 104 188 113 142 107 142 1076 137 90 67 294 416 108 234 194 236 156 154 130 277 212 283 168 103 243 119 1093 91 1071 549 535 256 2600 129 1640 770 603 2125 3876 858 13313 905 1431 91 520 703 199 2903 3465 2647 2780 982 1387 2116 3231 24517 91 113 197 739 244 4075 51 2021 421 456 344 1616 77 315 1541 247 2045 958 565 10300 5158 108 237 2535 1524 789 16746 53262 704 270 229 123 534 760 176 264 132 1769 353 123 159 1542 1094 1333 139 150
internal_value=0 0.00203317 0.000976273 0.00397152 0.0106797 -0.00101125 -0.00423141 0.00202642 0.00101814 -0.00188981 0.00909845 0.00585093 0.00679449 0.0094341 0.00563436 -0.00655319 -0.00783819 -0.00230512 -0.00511693 -0.00742206 -7.36178e-06 0.00884097 0.00783541 0.00545309 0.0122428 0.001308 -0.0058327 -0.00862231 -0.012247 0.0144357 -0.0100889 -3.30717e-05 0.000446518 -0.00149562 -0.00674414 -0.0107365 -0.000564779 0.000828058 0.0047243 0.0117584 -0.00145244 0.000631157 0.000857187 -0.000465056 0.000365979 0.00346475 0.00628328 -0.000659995 -0.00387228 0.000791158 -0.00360675 0.00153631 -0.000419959 0.00150142 0.00206765 -0.000464662 -0.00126714 0.00140829 -0.00362583 -0.000911248 -0.00631992 0.000918721 0.00260625 0.00504382 0.00187919 -0.00406532 -0.00902104 -0.000471763 -0.00167188 0.00249828 -0.00164545 0.00871407 0.00469478 0.0215096 -7.17132e-05 0.00327531 0.0012687 0.0104378 0.00848867 -0.000283473 0.00294665 0.00560073 -0.00378078 -0.0011939 -0.00049694 -0.00336515 -0.00427328 -0.0024086 0.000572573 -0.00313421 0.00280841 -0.00365632 -0.000245699 0.00176826 0.00620261 -0.000112362 -0.00570608 -0.00156104 0.00304083 0.00494169 0.0104854 0.001824 -0.00444783 0.0146101 -0.00402053 0.00271202 -0.0072933 -0.00724046 -0.011099 0.0101563 0.00643999
internal_weight=0 763.419 672.594 264.861 74.0869 407.733 196.282 211.451 190.774 138.087 90.8255 34.2929 98.3268 79.7422 46.2115 161.989 150.029 113.124 85.1804 75.5248 12170 26.7166 52.6875 27.9437 65.2117 41.2795 91.875 67.979 46.6014 49.546 64.1574 12143.3 5421.47 942.32 133.858 89.8273 808.461 592.578 215.383 59.9624 377.196 282.985 4479.15 1468.18 1199.12 293.181 210.314 905.937 277.443 628.493 82.8668 155.42 6721.84 3010.96 2337.36 673.598 607.451 286.238 321.213 356.987 84.9155 272.072 1980.38 443.252 1537.13 269.065 82.8113 6697.25 1667.51 247.272 152.158 95.1139 81.3231 13.7908 5029.74 291.883 235.913 55.97 54.6497 4737.86 286.872 206.748 80.1245 181.264 4450.99 349.899 215.883 1420.24 278.367 1141.87 89.1792 1052.69 4101.09 257.118 66.1476 37.1061 189.667 186.253 71.6209 26.2157 20.1052 44.0312 114.632 42.0197 132.053 29.1213 160.546 94.2101 74.7956 24.5886 30.7822
internal_count=201156 5813 5165 1987 589 3178 1544 1634 1398 1002 648 250 612 470 337 1294 1213 1022 738 671 195343 524 396 284 363 248 665 511 381 400 577 194819 86511 11575 1597 1212 9978 7779 2758 778 5021 3671 74936 28819 24090 5273 3765 18817 4734 14083 1508 1980 108308 46117 35884 10233 9535 3985 5550 5317 1150 4167 30567 5347 25220 4729 1575 108078 30670 7938 4706 3232 2760 472 77408 3441 2840 601 659 73967 4791 3586 1205 2181 69176 5614 2199 22732 3476 19256 986 18270 63562 3239 698 428 1932 3154 1294 267 508 385 1860 430 4198 282 1650 1350 1446 230 253
is_linear=0
shrinkage=0.0227381


Tree=691
num_leaves=112
num_cat=0
split_feature=6 215 14 185 232 12 213 41 120 218 123 167 221 179 40 192 69 45 219 221 223 26 213 182 211 204 232 218 233 133 43 180 186 125 223 184 154 179 184 122 187 18 87 191 6 120 231 194 192 179 192 182 145 223 215 133 186 184 29 149 180 49 201 156 220 120 65 207 152 48 184 150 177 189 79 192 185 176 187 171 126 221 87 152 142 152 176 218 202 58 179 223 220 204 142 210 233 225 211 225 223 43 231 154 162 41 14 184 145 128 185
split_gain=6.83569 6.03574 5.42603 5.06147 5.0828 4.82266 7.53271 8.18168 7.85568 8.1116 9.16577 8.93225 8.10098 7.86379 6.89692 6.5503 6.52812 8.11798 10.6303 6.5204 7.70318 7.43785 6.38372 5.99719 6.29686 5.77822 6.09996 5.73269 5.1685 5.04261 4.93284 4.90668 7.111 10.9313 15.6916 13.1363 9.87088 8.4694 7.38496 6.81794 8.07421 6.59284 6.3374 5.85654 5.82349 5.77589 5.74498 5.64829 9.73864 8.70867 8.29511 5.55375 5.38188 5.37254 5.26658 5.23864 9.40294 6.99621 11.556 8.43606 14.9596 11.6174 9.07984 8.56387 8.53222 6.86471 6.78416 6.68365 9.93504 8.41578 6.62591 6.42511 6.42497 9.74189 8.013 6.20135 5.85493 5.31747 5.15354 4.95804 8.50083 5.1389 4.86345 4.72659 4.71571 4.68641 4.43552 4.35356 4.33127 4.04076 4.01704 3.80149 3.89275 3.46578 3.42778 3.21537 3.12459 2.94427 2.87249 2.73546 2.68694 2.27967 2.09863 2.08826 2.06633 1.93217 1.92012 1.60559 1.4901 1.45786 1.27943
threshold=76455.000000000015 -0.017871413379907605 0.019394999999999954 -24358.040999999994 0.0073271766304969796 1.0000000180025095e-35 0.020071122795343403 0.70695222719695916 8.1191420318428893 0.0026016773190349345 0.99999505476467865 0.37171052631578955 -0.0087933796457946283 0.58270394909937362 0.45097695638956231 0.1115257048092869 0.077550000000000022 0.69740000000000013 -0.01374791096895933 -0.015129007399082182 -0.00076991893001832057 8.5000000000000018 0.039109652861952789 -1830.9285714285713 -0.0097754048183560354 -0.009538221172988413 0.0056934771127998838 -0.011470269877463577 -0.00030155436252243811 0.26374212769456062 0.079950000000000007 8582.8162500000017 7891.2675000000008 1.2799452429842575 -0.00061346462462097396 69267.750000000015 708630.75000000012 1.0213124383322418 71517.750000000015 0.037696838289884758 4.3047162859248349 -4778.4999999999991 4.5000000000000009 30.500000000000004 743206.50000000012 2.9999812170488411 0.0027280903887003665 0.65724275724275738 0.54583651642475173 0.476629227350366 0.22262190247801761 -1475.2678571428569 810.39769386274122 -0.0051376905757933846 0.016983938403427604 0.31830821443509316 15187.410000000002 162865.50000000003 1.5000000000000002 926.10000000000014 10356.596250000002 0.17415000000000003 0.083771929824561414 21980.250000000004 0.0055745858699083337 4.6105582334655955 0.030050000000000004 0.0027199747273698453 98551.125000000015 0.074150000000000008 360012.37500000006 -2462.4999999999995 0.35067567567567576 0.33413078149920261 0.10015 0.76967285587975254 4204.4007347972984 8.5000000000000018 6.5328018097550222 100.50000000000001 0.09161920918467488 -0.010727314744144676 4.5000000000000009 635719.31000000017 -370.96428571428567 348494.27850000007 1.5000000000000002 -0.0030080176657065745 -0.021086413413286206 0.98485000000000011 0.95224904066038529 -0.024190973490476605 0.027793584391474727 -0.072454702109098421 -1360.3799999999999 -0.0023660185979679223 -0.0013299577985890208 -0.0071460129693150512 -0.015222640242427586 -0.014307200908660887 -0.0080477567389607412 0.41340000000000005 0.0064339011441916236 251048.70000000004 1.0599568165886784 0.42677513402009115 0.019394999999999954 45940.875000000007 197.99779023444731 36056.250000000007 -1239.4625481915737
decision_type=2 2 2 8 2 2 2 8 2 2 8 10 2 10 10 8 10 10 2 2 2 2 2 10 2 2 2 2 2 8 10 8 8 2 2 10 10 10 8 10 8 2 2 10 2 2 2 10 10 10 10 10 8 2 2 10 10 10 2 10 8 10 8 8 2 2 10 2 10 8 10 10 8 10 10 10 10 10 8 10 2 2 2 10 10 10 10 2 2 8 8 2 2 2 10 2 2 2 2 2 2 8 2 8 10 10 2 8 10 10 10
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is_linear=0
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Tree=694
num_leaves=112
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split_gain=4.97265 6.69633 9.19171 8.35783 7.19596 7.43411 7.06028 9.1487 6.69942 6.38737 6.28776 6.23589 9.63648 6.51471 6.22932 6.03366 6.72459 6.59781 6.71546 5.94601 5.91942 7.05694 6.30458 5.57444 5.39515 5.38103 5.28922 5.3226 5.19338 5.17217 5.50446 5.09537 4.84749 4.82566 7.27635 6.95477 7.53058 8.60207 6.65874 7.10737 6.61715 6.77476 6.46473 11.6161 19.0006 12.195 7.69193 7.18241 7.844 6.86133 7.79001 10.0292 6.57629 6.35887 6.1666 5.93741 7.70516 6.48111 5.75222 5.73452 5.65428 5.36949 5.40781 5.48803 6.25678 5.27238 5.09627 5.05898 9.47641 8.51206 8.26544 11.0018 8.60912 8.08476 7.73059 7.63973 7.1928 11.9915 9.84772 7.09211 5.27977 5.01327 5.42654 4.98978 4.68207 4.57221 4.55141 4.52351 4.47395 4.4122 4.34367 4.33653 4.1706 3.99927 3.97022 7.46869 3.86871 3.83493 3.82912 3.74633 3.58051 4.35023 3.49258 3.47886 3.47175 3.46362 3.39318 3.7472 3.35833 3.16789 3.13428
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decision_type=2 8 2 2 8 10 2 8 2 2 10 2 10 8 8 2 10 2 10 2 10 10 8 10 2 2 2 8 2 10 2 10 10 2 2 10 8 10 2 2 2 2 2 8 10 2 10 8 8 2 8 10 2 8 10 10 2 2 10 2 10 10 2 10 8 2 10 2 2 2 8 8 8 10 2 10 10 2 10 2 2 2 10 2 10 2 2 2 2 8 10 10 8 2 10 2 10 2 2 2 2 8 8 8 8 2 10 2 2 2 8
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leaf_count=1316 185 35 115 139 261 311 859 81 122 212 289 144 145 838 144 111 127 92 179 150 409 1356 3376 77 294 216 489 235 138 142 89 225 204 148 92 100 713 114 99 136 1189 190 19615 238 308 329 5814 158 684 4164 2320 1080 241 480 395 1533 1085 363 60 246 285 256 115 320 137 162 115 1571 2823 273 306 15991 60342 790 20049 156 992 14290 12428 3328 1036 120 97 193 110 133 513 128 169 209 551 154 432 81 873 221 153 106 112 361 100 332 385 715 704 142 421 1768 155 97 814
internal_value=0 -0.00135792 0.00182977 -0.00229288 -0.000912938 -0.00150112 -0.000451175 0.00522574 0.0107187 -0.000177106 0.00849197 -0.0013929 -0.003609 -0.00631548 0.00515072 -0.00583805 -0.000312769 -0.00812585 -0.00911504 -0.00162395 -0.00215865 -0.00568218 -0.000177258 -0.0102358 -0.00236991 -0.00452538 8.70807e-05 -0.00367653 0.0115193 0.000208904 -0.00689812 0.00684774 0.0148277 0.000240699 0.00266733 0.00177226 -0.000979322 0.000518861 0.00510292 0.00697413 0.00901261 0.0121499 0.000152901 -0.00166924 0.00419578 0.000597123 -0.00275823 0.00354983 0.00885674 -0.00353941 -0.001715 0.00168274 -0.00436845 0.00688995 0.0075489 -0.00279539 0.00166983 -0.00754925 -0.00581114 0.0135074 0.0124703 0.00031463 0.00594863 0.00801791 0.0131571 -0.0035888 0.0127089 0.000267065 -0.000277025 0.00111253 0.000732017 0.000983724 0.000850394 0.00936331 0.00162487 -0.00230013 -0.00101517 -0.00330255 -0.00049177 -0.000963589 -0.00400263 -0.00637908 -0.00700371 0.0122748 -0.0106172 0.0228329 0.0141523 0.0177686 -0.00743427 -0.00346783 -0.000769772 -0.0121052 -0.00860699 0.00879344 -0.00927921 -0.00366328 0.0110367 0.0103075 0.0154806 -0.00449122 -0.00394912 -0.00795486 -0.00819525 -0.00836516 0.000502623 0.0116589 -0.0117377 -0.0124621 -0.00639805 0.00334192 -0.00931053
internal_weight=0 1140.95 256.883 884.063 644.146 613.033 528.723 85.4369 40.4399 216.443 31.1124 202.709 154.307 125.286 48.4015 239.917 73.1143 166.803 160.637 443.286 431.013 149.354 281.66 74.5135 41.1424 52.9467 50.7723 41.7486 44.2945 11762.5 44.1164 29.0213 18.3741 11718.4 400.358 379.063 210.9 194.182 168.163 142.683 121.512 86.0935 11318.1 916.137 139.624 124.465 776.513 82.2074 45.9666 694.305 431.118 190.424 240.694 63.2738 58.9672 130.908 70.3795 60.529 65.4981 21.2945 36.1833 10401.9 78.1511 70.1571 36.8898 36.2407 32.7367 10323.8 4758.65 1649.36 5565.13 5143.93 5072.69 71.241 1504.54 421.202 3109.28 570.486 2538.8 361.973 144.826 263.188 254.832 40.3224 144.484 15.1586 34.4413 17.2786 84.3109 21.0746 30.537 67.9248 37.7487 20.1675 74.1838 43.4786 27.3269 12.2723 31.8373 25.4798 21.1718 17.5139 26.8041 57.2922 35.4182 20.6968 133.535 128.182 33.2242 16.1531 59.229
internal_count=201113 17274 4102 13172 9503 8871 7297 1041 750 3352 632 3140 2449 1937 691 3669 967 2702 2610 6256 6000 1765 4235 1069 530 759 868 724 511 183839 1405 512 343 182434 8773 8307 5096 4954 3211 2750 2219 1379 173661 18029 2463 2022 15566 1730 1025 13836 9455 3400 6055 1260 918 3694 1798 1896 1104 466 523 155632 828 713 393 705 595 154804 71506 24181 83298 77429 76333 1096 22872 5869 47325 15282 32043 4899 1309 4381 4261 877 2334 441 628 374 1574 394 665 992 543 208 1405 532 297 256 373 461 531 432 543 1044 840 367 2224 2189 449 276 970
is_linear=0
shrinkage=0.0227381


Tree=695
num_leaves=112
num_cat=0
split_feature=122 122 203 122 130 19 207 133 187 171 91 212 184 31 222 225 40 171 180 124 171 6 187 130 195 161 221 18 39 17 211 6 227 227 204 41 195 181 64 222 193 232 211 91 217 130 91 124 219 6 18 81 206 175 225 194 219 229 227 181 46 207 152 125 232 204 136 127 216 151 122 171 90 6 161 204 154 229 220 218 157 213 212 233 14 218 19 126 179 227 43 198 13 145 133 133 151 185 213 203 207 136 38 220 122 121 230 220 178 122 221
split_gain=4.94155 10.1861 9.40103 8.26721 9.50142 8.10192 8.15665 8.03116 8.26755 8.10191 9.03638 7.9962 8.93819 7.98089 7.46905 7.21281 9.77338 7.07511 6.99778 6.81544 6.76953 6.73271 6.56253 8.72658 8.89148 6.98606 6.96344 6.35872 8.86489 8.83157 7.57741 7.18058 7.1482 9.50548 7.7906 6.24925 7.37077 6.07374 5.94528 6.48603 5.89762 5.85646 5.74048 5.6466 6.041 5.62235 6.95161 5.57768 5.38893 5.38508 5.36327 5.35999 5.7001 6.14587 5.32665 5.24215 5.16269 7.42606 9.53448 10.5469 10.6634 10.2808 9.06006 8.22954 9.48646 9.0412 7.94436 7.39068 7.29799 7.04576 6.90094 6.71696 5.89087 8.82998 9.34112 8.55037 6.04415 8.66624 7.9753 7.1476 6.23348 6.82133 6.11089 5.40941 6.52838 5.14788 5.04403 4.78395 6.76379 4.75757 4.71758 4.71742 5.62612 4.55896 4.48365 4.54507 6.10178 4.91555 4.12324 4.28096 4.12166 4.08216 3.98303 4.06577 3.89722 3.67893 3.5985 3.55379 3.49309 3.42718 3.2234
threshold=0.078034410629050657 0.075167301227286293 -0.067972425371408449 0.079579890459222535 0.51558395165364745 19.500000000000004 -0.013309689238667486 0.2002219248294736 19.591750841750844 7.5000000000000009 7.5000000000000009 0.0075914589688181886 112783.12500000001 15.500000000000002 -0.003158874460496008 -0.011626441497355698 0.11624456508734772 222.50000000000003 5942.4075000000003 61.550992470910337 8.5000000000000018 88751.250000000015 1.6528464017185824 0.38677332365604539 18.400787401574807 0.035697585675274847 -0.017844173125922676 -904.49999999999989 0.71639662805363991 -2489.4999999999995 -0.048124143853783601 134887.50000000003 -0.0031731498893350358 -0.010324931703507899 -0.012196866795420645 0.13808366948842651 20.036038961038965 106830.75000000001 1.0000000180025095e-35 -0.012365692760795353 7.5000000000000009 -0.0061295046471059314 -0.017595557495951649 1.0000000180025095e-35 -0.012306831311434506 0.093386989969753267 1.0000000180025095e-35 27.259411362080773 -0.011188038159161804 463527.00000000006 -3582.4999999999995 0.021650000000000006 -0.027188466861844059 4.5000000000000009 -0.018349207937717434 0.091229193341869422 0.0057027526199817666 -0.0071748134214431039 0.00083337933756411086 166449.7285714286 0.0043500000000000006 -0.038734754547476762 39232.406250000007 3.8425735797399048 -0.0044234732631593934 0.027799728326499466 2.9786554397749829 6434.2872686787659 -0.011420617811381815 346.50000000000006 0.042540184128710308 13.500000000000002 1.5000000000000002 518922.00000000006 0.52480448567398275 -0.051687570288777344 5025036.2850000011 0.0064465138129889974 0.0068450989201664933 -0.017482552677392956 571597.65000000014 -0.0094906291924417002 -0.013394124340265988 0.0026388542028144006 0.018717500000000001 0.0086798141710460203 15.500000000000002 0.090581479541943552 0.52761875233969024 0.0066110105253756055 0.11175 0.11203796383553939 3.5000000000000004 115.96615885499412 0.021172223926630714 0.25934013573131171 -751.49999999999989 329.69526412776412 0.032100550830364234 0.086204331368207945 -0.039339605718851083 0.97609400123927148 38.500000000000007 -0.0019081124337390063 0.049999893939619434 0.090073916157942607 -0.004892415599897503 -0.0065504256635904303 0.13961038961038963 0.079272616015417269 0.017909910529851917
decision_type=10 8 2 10 10 10 2 10 8 10 10 2 8 2 2 2 8 10 8 2 8 2 10 10 8 8 2 2 8 2 2 2 2 2 2 10 8 8 8 2 10 2 2 8 2 8 8 2 2 2 2 8 2 10 2 8 2 2 2 10 10 2 8 2 2 2 10 2 2 10 10 10 10 2 10 2 10 2 2 2 8 2 2 2 2 2 8 2 10 2 8 10 2 8 8 8 8 8 2 2 2 8 2 2 10 10 2 2 10 10 2
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internal_weight=0 97.9131 89.745 79.7329 57.3296 22.4033 12797.5 12770.8 2618.55 32.9901 2585.56 682.874 244.24 97.1269 65.1082 438.634 153.953 38.8194 1902.69 123.473 109.386 1779.21 819.811 172.363 959.402 32.0187 647.448 147.113 23.672 915.968 10152.2 18.1402 51.7371 284.681 26.9764 115.134 257.704 10100.5 128.155 77.4383 63.6261 9972.33 54.46 9906.42 47.3054 38.4343 9859.12 2015.76 7843.36 123.441 14.0876 91.2454 50.7167 27.6938 65.9024 40.3458 15.0899 26.2415 22.2396 27.265 23.0269 39.6609 34.4216 43.4339 51.6498 10.0121 9.16611 18.0833 9.44665 12.9566 13.8123 23.0229 14.191 8.16806 12.604 32.4297 47.522
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is_linear=0
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threshold=-24358.040999999994 0.0038200004491955046 -368.49999999999994 61.77002053388091 0.42506303889237823 15168.105000000001 0.53737752468931965 0.83472306744694558 0.06706567017441438 0.024161588400602344 0.028900049626827243 1602.5000000000002 -0.0098254601471126062 -0.014059569220989941 11.74385501877075 -0.016364174894988533 -0.011161934584379194 160.50000000000003 0.087550000000000003 -0.0051623971667140714 0.039327129082732691 -0.025558475404977795 58.268309377138955 0.013282258063554766 0.088012322783470168 0.087700000000000014 0.21955805701909434 3303.3263046116513 -0.00039398374792654062 0.72311494006137489 0.26919790289314455 -0.001702836016193032 26.500000000000004 -471.97058823529409 8.5000000000000018 289874.04750000004 0.28802081967707954 0.52958052913233644 0.19785000000000003 0.52484354815809409 0.00030172201513778424 0.72422225762295545 -0.019275897182524201 0.025778000000000002 0.29582561513464273 1.6528464017185824 0.01883412525057793 9.5000000000000018 11901.982500000004 0.2024786501433323 5650.9387500000012 -1590.4999999999998 -638.49999999999989 0.0026035263435915117 0.012950256001204254 0.0045293082948774108 0.022371172904968265 -0.0059165928978472939 -0.064647857099771486 2.101142112310546 -1425.9545454545453 -0.017525826580822464 0.0014683541376143696 0.36410000000000003 337507.50000000006 -0.0023823764640837903 -1475.2678571428569 6.5000000000000009 414934.50000000006 0.15285000000000001 0.027527500000000003 -277.59310344827583 0.018444186076521877 0.59284710246680494 -0.0048759656492620698 0.96852857292814332 -0.022039378061890599 78089.625000000015 486018.00000000006 0.0042623491026461133 -476.06249999999994 25.093841642228742
decision_type=8 2 10 2 10 10 10 10 10 2 2 10 2 2 2 2 2 8 10 2 8 2 2 2 2 8 10 10 2 10 10 2 10 8 10 8 8 10 10 10 2 10 2 2 10 8 2 8 10 10 8 10 10 2 2 2 2 2 2 10 8 2 2 8 10 2 8 8 10 10 2 8 2 8 2 8 2 8 8 2 8 8
left_child=1 3 73 69 14 6 9 78 18 20 11 12 79 -14 24 16 62 56 19 55 -6 -22 50 -15 27 26 44 37 30 32 31 53 36 35 -35 -32 -30 39 45 41 77 43 -43 -2 -26 66 -47 72 58 -50 -23 -18 -33 -29 74 -9 68 -24 -49 -40 -60 -21 -16 -42 -34 -10 -39 -4 76 71 -53 -1 -27 -3 -31 -12 -17 -41 -8 -7 -67 -78
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leaf_weight=21.998638194752857 8792.0105670817429 2.2648776082787672 7.7996692992746803 2.9744975995272389 14.903358999174086 4.2327229119837266 5.8108849022537443 7.5362579654902202 3.259404774988071 12.219752954319118 5.2278468199074251 11.031912954524158 6.4106888016685764 28.995906868018217 5.385223728604613 3.9316710541024795 4.8825903292745343 6.2177016036584964 4.2855405167210838 3.7058624746277884 15.305776778608559 15.485108905006198 5.0829345528036356 6.8014983525499693 11.131889712531125 6.6660895086824876 6.9088273365050545 14.908295247703792 105.65348190814257 4.0967541243880978 53.298714999109507 17.32766523770988 8.7163033708930033 35.753667598590255 8.5491509530693275 135.30478158220649 174.31576952710748 2.0731935068033636 1.7717547530774016 1.434428419219328 1.5236650649458168 21.924923971295357 59.552601207047701 2808.8928999453783 12.065430710557846 74.756398909958079 6.2051774258725336 5.8049133345484725 8.5784201463684422 7.274267464876174 48.879083062522113 12.415007802657788 22.562095291912556 14.414441769942639 3.7449603527784339 6.2068036831915379 7.7558024842292062 6.4789832346141321 6.4942776556126773 3.6115277926437557 36.95086662704125 12.061500163516035 7.8440473275259137 3.8964719839859754 8.1621302189305407 6.0714545515365899 2.6016248669475326 7.3109581200405964 4.370608899742364 3.0092330337502053 4.7638360308483234 3.1840322266798564 5.9687351379543543 7.8400948408525446 7.2446243418380609 5.9387898910790682 29.708106779493395 3.5445276866666973 5.5541923390701422 4.0224520089104772 3.4724294405896181 3.6663750438019589
leaf_count=582 124875 74 158 100 86 90 94 195 80 141 121 152 120 446 98 70 97 150 132 78 157 148 82 135 150 90 86 104 1512 91 673 127 114 384 74 1790 1632 73 144 77 105 1124 3326 49513 158 4992 375 48 123 81 628 212 150 88 90 127 118 115 127 184 569 285 110 189 89 167 113 143 74 89 81 67 88 288 145 77 634 229 71 77 67 84
internal_value=0 -0.00567198 0.00123403 -0.0103182 0.000245402 0.00297814 0.000493851 0.00636576 0.0101882 -0.00261825 0.00831622 0.0107184 0.0134872 0.0164095 0.000189393 -0.00475381 0.00326948 -0.0095985 0.0144772 0.0171178 -0.00455298 -0.00642497 -0.00864376 0.0196104 0.000228582 -0.0041399 0.0063208 0.000269424 -0.00161679 -0.00415068 0.00104187 0.00665386 -0.00508624 -0.000803351 -0.00745841 0.00101694 -0.00590058 0.000368823 -0.0047621 0.000412234 0.0121778 0.000392811 -0.00473888 0.000432337 0.010892 -0.00657815 -0.00795199 -0.00841721 -0.0105286 0.000803043 -0.0108788 -0.00397534 -0.000735791 0.0145941 0.00942103 0.00348445 -0.0118769 0.00313143 -0.0137533 0.0104058 -0.0154707 0.0235775 0.012158 0.0199954 0.00585387 -0.00240095 0.00695252 0.00755135 -0.0139571 -0.012886 -0.00833549 -0.0144962 0.00231963 -0.00734103 0.013599 -0.00382022 -0.0153599 -0.00360567 -0.00694445 -0.00220322 -0.00670614 -0.0164895
internal_weight=0 56.382 25.2156 31.1664 12845.6 248.981 176.319 57.9643 46.5993 118.355 72.6618 61.4952 50.4633 42.2081 12596.6 90.941 35.2907 55.6503 33.796 29.5104 106.135 91.2319 75.9261 35.7974 12505.7 107.844 30.1061 12397.9 614.053 311.934 302.119 69.2125 296.848 232.906 44.3028 188.603 279.969 11783.8 91.0197 11692.8 10.3991 11682.4 81.4775 11600.9 23.1973 85.6364 80.9616 77.7376 65.1027 15.8527 64.3642 22.0614 39.8898 29.3227 15.0863 13.7431 49.4326 11.5619 49.2501 5.38328 43.4451 15.7674 13.2293 5.42014 16.8784 12.8033 4.67482 15.1106 41.6768 28.1919 17.1788 25.1827 12.6348 10.105 11.3414 11.1666 37.3062 4.97896 11.3651 8.25517 9.54388 33.3745
internal_count=201002 1501 663 838 199501 3871 2653 1296 1131 1357 1218 1020 868 701 195630 1728 598 1130 817 685 1216 1130 973 581 193902 1520 394 192382 7063 3673 3390 469 3347 2921 458 2463 3144 185319 5881 179438 600 178838 4450 174388 308 5553 5367 1126 948 204 776 390 277 192 326 322 980 197 744 328 696 363 208 294 203 314 186 301 862 738 293 649 178 362 236 198 788 306 165 167 234 718
is_linear=0
shrinkage=0.0227381


Tree=698
num_leaves=112
num_cat=0
split_feature=38 190 227 216 188 157 153 58 207 190 229 229 6 9 19 216 233 230 170 135 222 5 53 211 183 179 135 135 135 161 17 185 229 211 211 183 229 155 220 12 122 184 195 142 231 216 233 233 40 214 210 122 231 122 130 119 58 231 188 179 121 178 175 187 157 135 91 138 81 178 24 40 222 38 199 157 196 195 133 213 58 40 161 170 132 126 142 183 195 230 196 134 121 212 216 195 178 227 186 19 84 215 58 17 174 121 218 174 135 216 179
split_gain=4.34241 8.02221 7.65815 9.17239 8.65709 8.16044 11.3663 9.50098 7.41114 8.44282 8.35233 10.0377 7.1261 10.2227 8.18285 7.27189 7.6377 6.40555 6.59916 6.37721 6.28032 9.55789 9.13367 8.78751 6.78532 6.65188 6.2563 6.10836 10.386 9.20639 8.81959 8.51918 10.4104 9.24044 9.23976 9.1621 8.41013 7.67791 7.61951 9.10574 8.21677 7.14959 8.73549 7.02047 6.72476 8.18029 7.04996 6.62348 6.45636 6.08459 7.06586 6.04065 9.55591 9.17552 10.3221 9.0341 7.95984 13.8028 10.5139 8.64922 7.91201 8.12597 7.788 8.11822 10.2565 7.54617 7.29815 8.78416 8.42874 7.36715 7.17413 9.4746 8.55911 7.80284 7.27948 7.24803 6.95265 6.8216 8.80199 6.80163 6.79929 6.29595 6.38483 6.19952 6.13617 6.02384 6.01505 5.97935 7.0469 6.01721 6.09885 5.97224 5.9711 5.93652 5.81122 5.69901 5.69591 5.60312 5.56615 5.53863 5.42356 5.31974 5.45304 5.23489 6.05884 6.01402 5.19356 5.17066 5.15501 5.11592 5.09657
threshold=7.5000000000000009 136.50000000000003 -0.011242156848311423 0.052943136543035514 0.58656532015470575 665120.97000000009 127154.25000000001 0.9769500000000001 0.061784259974956519 17.500000000000004 0.017786487936973575 -0.0070281331427395335 1024760.2500000001 5.5000000000000009 13.500000000000002 0.023512125015258793 0.0085236583836376684 -0.02239923924207687 15.674242424242426 0.19491662050255629 -0.021570113487541672 85437.000000000015 0.15775000000000003 -0.016901791095733639 -1021.4999999999999 0.96955750274331598 0.34638845140501962 0.1747138350516719 0.1351629241339046 0.80842376071394761 -7144.4999999999991 1035.8064729729733 -0.0052370952907949677 -0.016233006492257115 0.0052956819999963054 -1637.4999999999998 0.016517970710992817 44534.410714285717 0.013542297761887314 2.5000000000000004 0.075167301227286293 72923.400000000009 24.005494505494507 -806.13392857142844 -0.015731353312730786 -0.015491377562284468 -0.002065611537545919 0.0031556016765534882 0.2853780426788074 -0.012548652943223713 0.0017390230204910042 0.09741734110711861 0.00021778202062705534 0.078034410629050657 0.59285537064306026 1.0000000180025095e-35 0.98785000000000012 -0.009979562368243931 0.80495474766068431 0.57299573554489125 0.16099918645257708 0.19139194139194141 1.0000000180025095e-35 12.111805555555557 962545.07250000013 0.23541865294773365 1.0000000180025095e-35 1.5000000000000002 0.046150000000000004 0.36266924564796915 1.0000000180025095e-35 0.56910388983993554 0.012976318597793581 12.500000000000002 281997.84321428573 480573.00000000006 0.75622492807082875 7.1449579831932786 0.15874965013809209 0.019754565320909027 0.98835000000000017 0.094887164132772761 0.54602099677415783 19.89181286549708 0.20295856710066226 0.047761339214774608 -1182.3166666666664 -2651.4999999999995 15.908391608391609 -0.0084450519643723947 0.28557878000292619 0.10899750377797622 0.14169929150358626 0.018041546456515793 0.0022454074351117019 11.389359698681735 0.15831244778613202 -0.0053621202241629353 120.75750000000002 11.500000000000002 3.5000000000000004 -0.024764649569988247 0.98035000000000017 -822.49999999999989 16.500000000000004 0.28864211357366515 0.01548488298431039 7.5000000000000009 0.40716613863092671 0.015933590941131118 0.476629227350366
decision_type=2 10 2 2 10 10 8 8 2 8 2 2 2 2 10 2 2 2 10 8 2 2 8 2 10 10 10 10 10 10 2 10 2 2 2 10 2 8 2 2 10 8 10 10 2 2 2 2 10 2 2 8 2 10 10 8 10 2 10 10 8 10 10 8 10 10 10 2 8 10 2 10 2 2 10 8 8 10 10 2 10 8 8 8 8 2 10 10 8 2 8 8 10 2 2 10 10 2 8 8 2 2 10 2 10 10 2 10 10 2 8
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is_linear=0
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decision_type=10 2 2 8 2 2 2 8 2 10 2 8 2 2 2 2 2 2 8 2 2 10 10 2 2 2 10 10 2 10 8 10 2 10 8 2 2 8 8 2 10 2 8 2 8 10 10 2 2 2 2 2 2 10 2 10 2 8 2 2 10 10 8 10 2 2 8 8 2 10 10 10 8 2 2 10 2 10 2 8 8 2 10 10 8 2 10 2 2 8 8 8 8 2 10 2 8 10 10 2 2 2 2 8 10 10 10 8 8 8 2
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is_linear=0
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Tree=701
num_leaves=112
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decision_type=8 10 2 2 8 8 2 10 2 10 8 2 10 2 2 10 2 10 8 2 2 2 8 8 10 2 10 2 8 2 2 2 10 10 2 2 2 10 10 10 10 2 10 2 2 2 10 8 8 2 2 10 8 10 2 10 10 2 2 8 10 10 2 8 10 2 10 10 10 2 2 2 2 8 2 10 10 10 10 2 8 2 10 8 10 10 8 2 10 10 2 10 2 2 8 8 2 10 10 10 10 10 2 2 2 2 10 2 2 10 2
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leaf_count=956 261 258 684 869 314 200 814 1196 307 187 299 816 284 1133 1947 438 2156 78 242 541 1199 547 518 3977 3229 5167 12256 43944 2450 690 1514 975 733 182 1714 549 1122 611 522 222 263 7474 1234 353 134 304 261 414 390 210 239 536 6499 458 626 296 323 1405 2006 5335 410 153 823 1491 253 304 392 570 962 277 1697 301 549 536 222 1902 822 254 337 644 123 726 1284 12231 1006 2142 225 137 475 497 313 33452 319 265 1279 189 265 389 296 61 254 134 2687 115 920 157 278 722 854 448 1329
internal_value=0 0.000781054 0.000864696 0.00418804 0.00710088 0.00991269 0.0129388 -0.00119039 0.000548342 0.00309523 0.0139979 0.00203403 -0.00128617 0.0044112 0.00587706 0.013462 0.00270741 0.0179088 0.0187249 0.000152486 0.00583477 -4.45353e-05 0.00441418 -0.000304982 0.00275564 0.000551627 -0.00078143 -0.00118958 0.00297472 0.00688219 0.0107405 -0.000479315 0.00303663 -0.00143838 -0.00342051 -4.89307e-05 0.0196718 0.0094986 -8.19916e-05 -0.000891928 0.0100683 -0.000994115 0.00219735 0.00463948 0.000381137 -0.00119784 0.0065475 0.01296 0.000779592 -0.00175776 7.13793e-06 0.00889905 -0.00135031 -0.000110927 -0.000709219 0.00657313 -0.00229699 -0.000137511 -0.00110694 -0.00417153 -0.00277657 0.01234 0.00375329 -0.00826672 -0.000808734 0.00350153 -0.00115128 -0.000326971 -0.00588362 0.00229693 -0.00130726 0.00474808 -0.00154266 0.000877948 0.003002 0.00176671 0.00338117 0.00563944 -0.00124134 0.000524203 0.00066942 0.00476964 0.0069459 0.00043965 -0.00532946 -0.0048183 -0.00473196 -0.00560184 -0.00410712 -0.00518576 0.00202651 0.000598488 0.0160935 -0.00339767 0.00806512 0.0113046 -0.00118745 0.00684884 -0.00386053 0.0137594 0.0100867 0.0165756 -0.00653048 -0.00864463 -0.00226382 0.00318573 0.000519933 -0.00342467 0.00115094 -0.00575356 -0.007689
internal_weight=0 4085.5 4068.96 344.517 209.37 155.092 121.674 54.2772 3724.45 493.12 34.4417 458.679 193.025 265.654 232.613 60.3272 172.285 78.6452 26.9697 3231.33 100.04 3131.29 165.244 2966.04 393.987 303.943 2572.05 2325.27 246.788 139.687 86.6994 135.148 92.152 64.8971 170.402 52.9875 72.8817 90.044 8832.84 3210.41 21.9086 3188.5 315.669 220.774 5622.43 1129.45 69.945 41.6514 4492.98 1059.5 609.9 111.862 2872.83 1248.25 1152.75 95.4959 1624.58 1090.15 877.632 712.118 541.943 51.8746 212.516 170.175 912.463 76.9693 892.512 767.94 124.572 367.524 150.394 217.13 76.5504 4460.32 627.59 543.559 389.092 260.122 128.97 3832.73 3751.47 190.054 162.361 3561.41 87.9258 158.129 57.3124 81.268 449.603 383.493 66.1104 3473.49 16.7308 94.8951 140.579 22.6227 43.6213 42.6287 464.974 39.7707 84.0311 34.6205 328.038 43.1994 154.467 24.3124 47.8189 242.377 83.2201 159.157 135.023
internal_count=201332 97267 97009 7507 4408 2528 2214 1880 89502 11808 728 11080 4590 6490 5674 1571 4103 1400 541 77694 1935 75759 3818 71941 9314 8396 62627 56200 6427 3300 2204 3099 2124 1391 4117 1096 1322 918 104065 34489 804 33685 3344 1845 69576 13657 979 675 55919 12678 7829 889 30341 13506 12334 1172 16835 11708 9480 8159 6345 611 2228 1814 8676 714 8423 7069 1354 4342 1974 2368 850 55397 5101 4457 3315 2156 1159 50296 49358 2546 2010 46812 1129 3856 1209 938 4849 3672 1177 45683 582 1499 1518 473 561 702 5631 736 644 675 3175 984 1142 294 488 3487 988 2499 2051
is_linear=0
shrinkage=0.0227381


Tree=702
num_leaves=112
num_cat=0
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split_gain=5.84848 7.96979 5.78408 5.10753 6.49504 5.10187 7.75388 13.1065 10.1982 8.76602 7.60444 7.92917 7.13608 7.0157 6.93451 11.1935 13.4527 10.045 8.21778 8.19386 8.16071 10.0359 7.90326 7.88124 7.83028 7.37672 7.35205 10.6014 7.11387 6.56183 6.55614 6.50935 6.29364 9.47899 9.79508 9.75467 13.7769 16.5292 9.77739 9.58619 8.85102 8.56299 8.56201 7.37427 7.3687 8.23513 7.7766 7.72979 8.11492 7.7026 10.2205 7.43728 7.33135 8.53067 7.67248 7.16135 7.06969 6.90682 8.53829 15.8103 8.13468 7.11386 7.69447 6.88309 6.61491 6.54881 6.23054 6.22914 6.20448 6.1936 7.94633 6.11904 5.57598 5.36314 5.13624 5.1131 4.94498 4.76785 4.71065 4.70914 5.50811 4.416 4.36792 4.34034 4.27619 4.12031 3.99243 3.97761 6.93077 3.89308 3.81915 3.66239 3.60757 3.5596 3.36049 3.33857 3.28103 3.27564 3.31821 3.26716 3.14518 2.96932 2.93642 2.73388 2.52986 2.48088 2.42219 4.14784 2.41453 2.29724 2.14074
threshold=2.1189494612308954 1.2608694499465682 464475.15000000008 172397.20500000002 9.5000000000000018 1.0000000180025095e-35 0.6230004542802714 26.541958041958047 0.048877310630295663 3.5000000000000004 0.0051249903626739987 0.51849127535402795 0.27997080666884611 -2801.4999999999995 0.074350000000000013 0.15205000000000005 0.19745936699575392 78030.750000000015 0.004850000000000001 -0.0021089621586725111 0.26491228070175443 -8445.4999999999982 0.0014415472978726032 -1513.4999999999998 455024.25000000006 39.735797399041765 0.014219203032553198 -0.016222467646002766 0.013018330093473198 0.084656346367742705 -0.016333152540028092 0.093350000000000002 2.5000000000000004 0.024887000000000003 1.0000000180025095e-35 10.500000000000002 -0.0078521277755498869 0.66790000000000005 0.98235000000000017 0.02636478561908007 -0.039223698899149888 5.5348372946185389 0.012287687044590713 0.12110000000000001 0.07605000000000002 454522.50000000006 0.98085000000000011 8.8014084507042281 -1749.8785714285711 -0.0023660185979679223 978.16248650208365 1.9569133440004498 0.0054986474569886932 0.03316551091881758 0.9260777170613238 4.5000000000000009 -2282.4999999999995 -2273.4999999999995 3.8183047101944987 0.061039145220666391 0.049999856481893867 0.021935463882982734 0.00064888762426562618 30003.000000000004 21.500000000000004 0.09741734110711861 -0.010456956923007963 -0.0073635519947856656 609502.50000000012 765722.25000000012 0.011598085518926384 -0.015201303176581858 14.500000000000002 12.500000000000002 -71.408333333333317 0.035850000000000007 0.00030172201513778424 807750.00000000012 0.45219243429172734 0.15399534255266192 0.063250000000000015 -0.019254695624113079 0.12445000000000002 0.13335917890071872 -0.0011971495696343479 0.018248863518238071 0.0084059252403676527 -0.011264979839324949 3.659137577002054 0.45697157828753149 -0.0021751950262114401 -0.0026528122834861274 0.011393664404749872 32.500000000000007 0.4431524547803618 54075.000000000007 0.079011504659490084 0.0513141511896512 0.035429968002272418 5.9852941176470598 0.22952115678204388 19136.250000000004 59986.406250000007 -2344.4999999999995 0.0082901418209075945 -0.04047082178294658 -43.392307692307689 0.014010550852656118 2925018.0000000005 114922.28571428572 108073.60071428573
decision_type=10 10 8 10 10 2 10 10 10 2 2 2 10 10 10 10 8 10 10 2 10 2 2 10 10 2 2 2 2 10 2 10 2 2 2 2 2 8 8 2 2 10 2 10 10 10 10 10 8 2 10 10 2 8 8 8 10 2 2 8 8 2 2 10 10 8 2 2 10 10 2 2 8 2 8 8 2 10 10 2 10 2 8 2 2 2 2 2 2 10 2 2 2 8 10 10 10 10 10 10 10 10 10 2 2 2 8 10 10 10 8
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is_linear=0
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Tree=704
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split_gain=4.25883 7.04844 10.0762 7.38196 7.22385 6.69441 6.58978 8.89419 6.44454 11.269 9.23124 14.5581 10.4136 8.62559 8.64921 8.21618 9.00551 7.07716 7.00594 6.4563 7.83207 6.36753 6.34664 8.86081 7.53197 9.10027 12.2217 9.88135 8.03429 8.02714 12.9047 15.5674 9.5873 9.5243 8.22479 8.13086 10.449 9.51802 10.8686 8.12419 7.94165 9.25655 8.10902 7.79953 7.79846 8.85683 7.5897 10.944 9.93674 9.62501 9.44878 8.18645 7.57928 7.45347 7.40405 7.39739 7.34976 7.28763 7.1362 7.75928 7.6252 6.9514 6.91754 8.61399 10.1723 6.81913 6.63706 9.28297 9.13197 7.66435 6.76533 6.71099 8.25835 6.86066 6.69183 6.64882 6.62505 6.61078 6.60074 6.51345 7.05718 6.601 6.43372 6.42568 6.37392 6.27414 6.26612 8.55282 6.49516 6.21823 6.20145 6.72662 6.1929 6.12477 5.96588 5.95757 5.93542 5.92492 5.90833 6.39261 5.89803 9.23091 8.57709 8.35116 8.23272 7.77357 6.53082 7.79566 8.96106 9.91356 8.60395
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is_linear=0
shrinkage=0.0227381


Tree=705
num_leaves=112
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decision_type=10 2 2 2 10 2 2 2 2 10 2 8 8 8 2 2 10 10 2 2 2 8 2 2 2 8 2 2 2 8 10 2 8 10 8 2 2 10 8 2 8 8 2 8 2 2 2 10 10 8 2 10 10 10 8 2 8 2 2 10 2 2 8 8 2 8 2 10 10 10 10 2 10 2 10 2 10 10 2 2 8 8 10 10 2 10 8 2 8 2 2 2 2 2 2 2 2 8 2 8 2 8 8 2 8 10 10 8 10 10 10
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leaf_count=484 286 708 115 705 99 126 114 266 186 1186 163 1890 193 557 517 646 64 85 211 591 422 243 456 1829 161 561 430 95 132 729 1210 72 993 374 181 447 128 132 347 860 254 392 123 342 692 443 1054 899 106 2283 3384 1990 339 86 24175 408 117 870 103 76039 990 99 1783 364 714 187 14803 7733 2620 244 1291 1923 399 445 339 128 625 1518 2670 512 4197 4881 2236 425 286 2116 1488 448 815 54 93 236 1494 296 1551 1195 302 1434 112 191 113 486 384 2040 127 228 72 1212 100 53 94
internal_value=0 -0.00124954 0.0012495 0.00567544 -0.00100531 0.0113638 0.013543 0.0157007 0.000292666 -0.00516015 -0.00269539 -0.00625523 -0.00246989 0.000272189 0.00519518 0.00902477 0.0146242 0.0178873 -0.00380047 -0.000277245 -0.00328374 0.00496167 0.0055551 -0.00553486 -0.00836285 -0.00228844 0.00224063 -0.00300907 -0.00494368 9.96465e-05 -0.00925261 0.00107492 -0.00234929 0.00755131 -0.000797405 0.00389674 0.0101891 0.00314477 0.00873076 -0.0065792 0.000341648 -0.00144556 0.000521979 -0.0010442 0.000820578 0.00583301 -0.00228553 0.0104534 -0.00274419 -0.00400419 -0.00511046 -0.00631329 0.00528833 -0.00804662 0.000463927 0.00315165 0.00476234 0.00320207 0.0146514 0.000358546 0.000830051 0.00550745 0.0021452 0.0129439 0.0169439 -0.000422169 -0.000690609 0.000433987 0.00146601 0.0033429 0.00559872 -0.00220505 -0.00182124 0.006542 0.00251509 0.0112724 -0.00174681 -0.00221617 0.00069027 0.00303572 0.00398612 0.000458616 0.00313886 0.000228423 -0.0025568 0.00881891 0.00341111 0.0188471 -0.00350221 -0.00105503 0.00717807 0.00868175 0.011723 -0.000662556 -0.00324907 -0.00520463 -0.0031706 -0.00595986 0.00470394 0.0124709 0.00757154 0.0127163 0.00913022 -0.0110201 -0.00608436 0.00804664 -0.00715885 -0.0114394 0.0114423 0.0149787 0.00504452
internal_weight=0 1124.4 368.852 120.089 248.764 78.989 72.1525 65.7761 11779.9 96.8873 217.267 108.839 755.547 249.078 97.6127 67.8829 41.819 35.5316 506.469 170.366 114.896 31.5665 55.4692 336.103 172.384 163.719 76.2564 151.466 127.058 62.4097 64.6481 108.428 74.5114 33.9171 47.7146 34.602 37.6725 11.3395 31.4966 83.33 11683 742.19 487.723 372.151 280.233 104.328 175.905 66.5814 37.7467 156.822 254.467 91.9184 115.572 86.1836 10940.9 403.405 324.06 289.73 34.3293 10537.5 6569.4 181.043 132.304 48.739 39.0738 3968.06 3710.53 1862.88 1341.93 257.528 194.873 520.952 1847.64 182.639 144.087 47.3098 39.7895 1722.58 6388.36 564.886 523.917 5823.47 451.995 5371.48 107.092 142.849 125.061 27.8589 62.6545 119.074 102.779 96.2394 70.9568 25.2826 79.3451 88.2116 103.499 77.9718 25.527 13.1118 18.8802 50.7865 15.5752 124.669 87.4627 20.9448 45.3112 40.2844 28.3568 23.0047 29.2002
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is_linear=0
shrinkage=0.0227381


Tree=706
num_leaves=112
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split_gain=6.7932 7.8946 6.53427 6.00296 8.24252 7.44383 6.74054 6.6132 5.78705 7.42105 7.07222 5.98086 5.94265 5.66207 5.3518 5.33636 6.78539 5.08636 5.02248 6.41304 4.94577 4.43101 6.45391 4.61127 4.38926 4.23491 7.61446 9.3803 9.08237 8.98935 8.76895 8.62512 8.12162 7.97384 7.27234 6.18619 6.15871 6.03585 6.01496 7.47061 5.96339 7.19475 6.49574 5.77731 5.73493 5.46276 5.43806 5.24543 6.49383 8.0417 7.42957 7.41582 10.2912 9.66243 10.4946 9.39361 10.8068 9.04255 8.02341 7.81544 7.58512 9.91613 11.1268 7.42538 7.35824 7.12382 7.03115 6.82133 6.78767 6.3525 6.03745 6.76299 9.26289 7.92217 6.24964 6.01376 5.99187 6.33652 7.03582 7.43591 9.37693 6.49944 6.41707 6.32108 14.777 5.98574 10.1393 7.67668 9.63621 7.76925 7.54135 12.7605 7.90993 7.30556 8.1913 6.84584 10.7156 8.33303 5.82587 10.2025 8.86981 7.37665 6.96347 6.32515 6.1526 5.71342 6.01558 5.69836 5.69469 5.46012 5.41154
threshold=1.0000000180025095e-35 8.5000000000000018 -0.0034719302784651514 244996.55625000002 0.12445000000000002 0.31604204702465261 1.0868294594254511 0.43174287310471554 0.94409555256728017 -0.011073179543018339 -0.050545729696750634 -1120.211111111111 -0.0018186392844654618 -0.052547404542565339 646.58448789808779 0.99999682524815858 1.0000000180025095e-35 0.015888866037130359 0.020010378441335498 2.5000000000000004 -0.016012214124202725 0.61042736333434011 0.84633273703041156 0.01935072056949139 0.9999985093328686 0.040727708488702781 0.012807260733097793 0.17344375832842607 645.17281250000008 -732.49999999999989 -4431.4999999999991 0.31314102321966769 0.061350000000000009 270001.25000000006 -0.049365710467100136 0.0012335557257756593 0.039026271551847465 0.0087500000000000026 127443.31250000001 1.5783709787816567 140955.44000000003 -0.019901059567928311 0.83472360532494949 0.067062609197669237 -0.0073554101400077334 1318.5000000000002 -0.02151145692914724 5.5000000000000009 3.5000000000000004 3232019.2500000005 25.883641341546888 -0.012121918611228464 -0.025542599149048325 0.051288200861487498 0.096350000000000005 -600.57777777777767 -2148.4999999999995 0.019301100634038452 0.72885000000000011 -1719.4999999999998 0.61534346330685474 -0.058054696768522256 154.51470588235296 0.079750000000000001 113784.88875000001 -0.014094414655119179 -0.0057761704083532086 -205.49999999999997 0.038956852629780776 145518.18750000003 0.11147537673605999 -0.0019572718301787968 0.061414513734073133 0.46596661045496474 0.0069445662666112193 0.067331954476998815 -0.013455956242978571 0.016440867484917829 0.022118982858955864 0.014176528900861742 0.43908891469867084 -5811.4999999999991 44142.705000000009 -0.03696716018021106 0.21550000000000002 0.085214269632101575 22950.045000000002 0.36604225023342674 -0.058203829452395432 -391.49999999999994 48569.400000000001 -210.49999999999997 -133.49999999999997 -31.499999999999996 0.39527846894935609 -0.043237114325165742 61.500000000000007 0.28125000000000006 0.05764323145260411 0.54333994253778883 -0.0044613648205995551 0.053741207346320159 2.6872005475701579 -0.066009785979986177 0.0010086108231917026 -0.0020390811841934915 10934.437500000002 146858.06250000003 1026.2855189752192 1.0000000180025095e-35 0.11445000000000001
decision_type=2 2 2 10 8 10 10 10 8 2 2 10 2 2 8 10 2 2 2 8 2 10 10 2 10 2 2 10 8 8 2 10 10 10 2 2 2 10 10 2 10 2 10 10 2 10 2 2 2 8 2 2 2 10 10 10 8 2 10 2 8 2 8 10 8 2 2 10 2 10 2 2 10 10 2 10 2 10 2 2 8 2 10 2 10 2 8 8 2 10 8 10 8 10 10 2 8 8 2 10 2 2 2 2 2 2 10 10 10 2 10
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decision_type=10 10 2 2 2 2 2 2 8 2 10 2 10 8 2 8 8 2 2 2 2 8 8 2 8 10 8 8 10 10 2 2 10 8 2 2 10 8 2 10 10 2 2 8 2 10 8 8 2 2 10 10 2 2 10 10 2 2 2 10 10 8 10 2 2 8 2 10 10 8 2 8 10 2 2 8 10 10 10 10 8 2 10 10 2 2 2 8 2 2 2 10 8 10 2 10 8 2 10 8 2 2 10 2 8 10 2 8 10 10 2
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is_linear=0
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Tree=709
num_leaves=112
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decision_type=8 10 10 10 10 2 2 2 2 10 2 2 10 2 10 8 10 2 2 2 8 2 2 2 10 8 2 2 2 10 10 10 8 2 2 10 10 2 10 2 10 8 2 2 8 10 2 8 8 2 2 10 2 2 2 2 2 2 2 2 2 10 10 10 2 2 2 8 8 8 10 8 2 2 2 10 2 8 8 2 2 2 8 2 10 2 10 2 2 8 10 2 8 2 8 10 2 8 2 2 10 10 2 8 2 2 2 2 10 8 10
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leaf_count=402 97 701 1026 1593 5239 2657 193 102 540 5370 610 4779 447 125 223 559 753 1802 2291 368 346 860 439 3680 149 588 626 1083 203 127 117 703 180 137 87 143 1062 291 76 211 127 138 192 1031 163 252 922 502 76 489 317 160 684 314 109 692 116 182 372 480 95 247 243 152 342 282 483 160 78 67 365 350 252 5856 9025 157 193 10522 19012 4996 575 980 8727 6713 10486 312 222 46444 6086 4618 4270 5616 285 118 104 198 427 252 231 134 120 284 301 1091 141 232 227 222 57 145 125
internal_value=0 0.000294563 0.00130671 0.00154262 0.000381491 0.000711022 -0.000657233 0.0123134 0.00326773 -0.00122573 0.00241484 -0.00260651 0.00282051 -0.00289025 0.00340913 0.00159308 0.00548829 0.00714844 0.0107192 -1.95181e-05 0.00694826 0.00261119 0.00330307 0.00105589 -0.00327995 0.00425234 0.00547787 0.0076174 -0.00661621 -0.00301147 -0.0012182 -0.00202596 0.0019025 0.00377717 -0.000810214 -0.000212961 0.00330261 0.00581908 -0.00162309 -0.00158084 0.0018163 2.97782e-05 0.00988976 -0.00434507 -0.000828038 0.00557313 -0.00393726 -0.00615153 -0.00761352 0.00135239 -0.00325936 0.00379126 0.00529169 -0.00644817 0.00972434 0.00107571 -0.00891213 -0.00812615 -0.0117846 -0.00790761 -0.0105714 -0.00904476 -2.43067e-06 0.00340011 0.00697699 0.0128227 0.0184971 -0.00135795 0.0244348 -0.00528674 0.000607732 0.00574653 0.00986005 -8.05279e-05 0.000248763 -0.000952681 0.00894345 0.000177676 -0.000845276 0.00115193 -0.00112212 -0.00343702 -0.000487518 -0.00218491 0.000645093 0.00259514 0.00762315 0.000712171 0.00228395 0.000206085 -0.0018702 -0.00465459 0.0130652 -0.00860702 0.00818264 0.00956426 0.0134834 0.00276499 0.00410374 -0.000624209 0.00772455 0.0104793 0.00303489 -0.0109468 -0.0102029 -0.00547967 -0.000417674 0.0133177 0.00338729 0.0189993 0.00707648
internal_weight=0 11738.9 2427.15 2354.63 1239.53 1211.36 793.234 25.8473 418.122 767.386 209.246 558.14 1115.1 101.052 1014.05 549.383 464.668 355.081 192.147 109.588 43.147 162.934 408.728 275.785 140.655 384.04 330.409 132.942 81.1673 53.6312 1156.4 921.021 235.378 194.671 719.332 673.222 189.425 147.272 483.797 51.1585 168.699 9311.7 21.7507 250.595 125.899 38.9318 86.9674 201.689 124.696 233.202 79.6652 153.537 140.962 34.0825 19.8851 83.2381 57.4168 46.1103 34.8381 162.825 108.025 114.359 9289.95 200.236 112.018 53.8661 35.3169 88.2183 24.6738 65.2025 58.1515 38.308 28.7674 9089.72 6602.87 2486.85 44.8424 6558.03 2248.91 762.33 2445.99 518.094 1927.9 768.379 1159.52 85.3773 40.852 4309.12 1042.17 3266.95 1486.58 432.716 35.0454 55.0263 23.0158 96.1138 55.6074 40.5064 131.298 60.0287 71.2689 56.0956 44.6087 48.7383 57.3828 37.4017 18.5492 25.8455 11.2722 18.8871 32.0774
internal_count=200923 189054 38996 37970 21991 21290 13856 440 7434 13416 3267 10149 15979 1025 14954 6941 8013 5706 3044 2307 714 2662 5425 4119 1516 6580 5865 1306 791 715 11869 9897 1972 1570 8117 7389 2584 1522 4805 502 1390 150058 289 2778 1424 415 1009 1780 1354 2027 694 1333 1173 854 234 841 675 728 554 1278 798 1278 149769 4314 2531 1222 843 1783 561 1436 1309 944 602 145455 105589 39866 616 104973 38800 15518 39265 7483 31782 12569 19213 1292 601 66173 15111 51062 23282 6191 478 1276 347 1020 570 450 1031 490 541 404 377 1158 588 359 379 379 174 338 259
is_linear=0
shrinkage=0.0227381


Tree=710
num_leaves=112
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split_gain=4.46064 10.6239 8.41435 9.35689 10.6862 12.7836 10.0972 10.3531 9.471 8.93465 8.94712 8.20598 7.9423 8.97407 7.72148 9.22483 7.39073 7.32362 7.73685 7.30596 8.84078 7.21855 6.90706 6.90676 6.86247 6.64429 6.61077 9.1576 6.59965 7.20591 6.99095 6.95995 7.61422 6.67868 8.16617 7.12553 6.5996 6.74653 6.57096 6.47395 7.55516 7.39282 6.45436 7.93621 6.73091 6.40991 6.41013 6.62195 6.3631 8.65629 10.8881 9.62818 8.83541 7.98299 7.76875 9.16578 6.76192 7.59046 6.84725 6.69679 8.40725 7.10645 8.36177 8.02183 6.63632 7.65244 8.84804 7.40924 7.09965 6.65678 6.44326 6.21926 7.24247 7.66848 8.33229 6.17495 6.79495 6.15835 6.08871 6.06853 6.11103 8.36289 6.27599 6.04689 6.00612 5.98849 5.97798 5.94357 5.91557 5.81768 6.68594 5.7726 5.76752 6.07406 5.67372 6.65147 5.59014 8.07519 8.43793 9.105 8.92324 5.73315 8.33102 6.66491 13.2426 8.75103 10.0581 8.31836 8.04563 6.61707 9.94022
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decision_type=2 8 8 2 8 2 10 2 8 10 10 10 2 10 2 8 10 2 10 2 8 8 8 2 10 8 8 8 2 8 2 2 2 10 2 2 10 10 10 8 10 10 8 2 8 2 2 8 8 8 8 10 8 10 10 8 10 8 10 2 2 10 2 2 10 10 2 2 2 8 8 10 10 8 2 10 2 2 2 2 2 8 2 2 2 10 8 10 8 10 10 2 2 10 10 10 2 2 10 2 10 10 10 2 2 2 10 8 2 2 10
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Tree=713
num_leaves=112
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decision_type=2 8 10 10 8 2 10 2 10 2 8 10 2 2 10 8 2 8 2 10 2 8 10 8 2 2 8 10 8 8 2 2 2 10 8 10 10 2 8 10 8 10 10 2 2 10 8 2 10 2 8 2 10 2 10 2 2 2 10 2 8 8 10 10 2 10 10 10 8 8 10 10 10 10 2 2 2 2 2 2 10 8 10 2 8 2 8 2 2 8 2 2 2 10 2 2 10 10 10 10 10 2 10 10 10 2 10 8 2 2 10
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leaf_count=185 45684 179 1538 89 201 2553 232 350 254 185 163 124 820 916 169 1742 692 1534 117 1751 265 938 90 401 248 580 407 100 479 184 194 722 562 112 94 360 579 708 101 408 498 213 205 505 2852 841 443 226 158 278 2417 904 321 351 230 372 245 71 610 610 188 105 141 150 136 6676 3678 107 129 147 131 237 373 144 160 191 156 3612 477 472 327 1889 1051 114 88 195 249 272 185 145 355 110 310 149 150 1482 59881 4003 28895 96 1616 1069 95 178 188 244 240 333 200 101 109
internal_value=0 -0.00150497 -0.00024229 -0.00500658 0.000908201 0.000253717 -0.00481834 -0.0045599 -0.00175647 -0.0092225 0.00492048 0.0125172 0.000544999 0.00202961 -0.00378596 0.00331487 0.000652766 0.00257837 -0.00702524 -0.00512856 -0.00700715 -0.00144176 -0.00657122 -0.00775295 0.0181622 0.000172314 0.00280698 -0.00245441 0.0051927 0.00762796 0.01124 0.00134614 0.0132305 0.0171689 -0.000957688 0.00332702 8.73594e-05 0.00230781 0.00403441 0.00163859 0.00910689 0.011027 0.000642162 0.0142078 0.0157947 -0.00307084 0.00323418 0.00831761 0.0127752 0.00449268 -0.000364697 0.0168454 0.0100809 0.00364922 0.011397 0.0145145 -0.00709206 -0.00958485 -0.00129108 0.00683938 0.00479081 0.0052598 0.00616865 -0.00795985 0.0129936 -0.00251051 -0.0068242 -2.69729e-05 0.00469732 0.00682611 0.00963965 0.00749 0.0104596 -7.38869e-05 0.0073918 -0.000103626 -0.00231241 -0.00329557 0.00396157 0.00910413 0.00966345 -0.00961423 -0.00425857 0.0123137 0.0129243 0.0213437 0.00267797 0.00734248 0.00867024 0.0135122 0.0172346 0.0184815 0.011041 -0.00942028 0.00335664 -3.7325e-06 4.43911e-05 0.000658853 -0.000326708 -0.00437943 -0.0111975 -0.0116817 -0.00901315 0.00491004 -0.0101683 0.00470558 -0.0101964 -0.0021336 0.00306918 0.0107896 0.0143749
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is_linear=0
shrinkage=0.0227381


Tree=714
num_leaves=85
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split_gain=5.52295 7.28672 7.93218 5.38578 5.96217 6.97478 5.41692 5.96087 5.20177 4.57978 5.33714 4.47352 4.43779 4.41859 4.38688 5.71492 6.61758 6.66327 5.5176 4.96212 7.65424 7.81338 6.9421 6.59155 7.44319 6.07776 8.74061 7.06284 5.25314 8.22233 5.28997 7.45177 7.33436 8.32585 5.5296 10.5717 8.24804 6.28879 4.86898 8.1762 7.03821 4.76331 4.72139 5.20546 4.39734 4.31216 3.97542 3.95542 3.89489 4.24444 3.77506 3.70415 3.67503 3.32605 3.23339 2.70086 2.62343 2.41732 2.30345 2.17633 2.10032 2.09982 2.08127 1.89147 1.84024 1.79311 1.66345 1.65921 1.48212 1.45515 1.27702 1.2417 1.20195 1.102 1.03408 1.00386 0.999808 0.990991 0.965449 0.95625 0.84823 0.53535 0.469511 0.340254
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decision_type=10 10 8 2 2 8 10 8 8 10 10 2 8 2 8 8 2 2 2 10 8 2 8 2 8 2 2 10 10 8 10 2 8 2 10 8 10 10 10 8 10 8 2 8 2 2 10 10 10 2 2 8 2 2 2 2 8 8 8 2 2 8 2 10 10 2 2 2 10 8 2 2 8 10 2 8 10 10 2 10 10 8 2 2
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internal_count=200935 47050 16169 13021 8555 5815 2740 5124 1591 1378 3148 824 4466 1340 3126 3533 30881 7357 2835 2607 2049 934 2387 1066 1321 803 840 862 1115 499 2241 1614 1440 23524 14713 4716 3794 3074 8811 3530 5281 1855 4007 2770 1237 1830 2322 9997 4933 3440 1474 1966 5064 3905 1159 495 1574 1134 1274 752 1493 940 1675 739 591 470 1211 3328 205 1318 985 333 1094 957 440 4522 2025 748 395 2497 2324 1888 479 720 289 812 345 3435 436 1599 1333 2406 1826 627 701 353 691 589 515 153885 17464 17346 17125 3057 2133 14068 13634 12489 10021 2468 1145
is_linear=0
shrinkage=0.0227381


Tree=716
num_leaves=96
num_cat=0
split_feature=218 40 214 150 44 48 229 218 70 135 176 133 41 216 129 219 174 181 149 40 151 151 228 223 41 211 155 218 162 157 215 209 122 135 134 182 157 149 228 161 187 161 206 233 15 70 70 170 180 132 38 202 155 211 152 14 65 207 215 211 14 216 133 64 206 16 176 206 226 156 219 228 170 225 143 135 202 210 223 229 93 205 40 135 227 132 233 141 130 133 134 120 179 131 212
split_gain=4.69893 5.77322 7.93388 6.65502 5.32966 4.84248 4.67574 4.54826 7.01575 5.38722 5.68633 4.71627 4.48749 4.48072 4.45142 6.81929 5.75974 4.33284 6.79342 8.83817 7.47323 7.67982 7.90774 7.83884 7.40994 9.27469 7.45137 7.41794 7.29568 6.59038 6.56907 8.35193 6.55326 6.19203 6.18436 7.95496 8.16806 7.57276 5.94244 5.58568 5.58304 5.4145 4.77984 8.17676 10.2567 6.08749 11.0973 6.56178 5.64795 5.52313 6.8177 5.35722 7.99663 7.81348 7.79722 7.60148 7.52717 6.44314 5.20798 4.45008 4.25251 4.62202 4.25906 4.50145 4.1987 4.17371 4.14231 4.03904 3.88686 3.76161 3.52368 3.64712 3.0387 2.90487 2.83704 2.83458 2.69306 2.67905 3.13916 3.19177 2.64964 2.64914 2.59556 2.3391 2.338 2.05047 1.99627 1.99235 1.85596 1.76715 1.64511 1.20829 1.1447 1.08047 0.605454
threshold=-0.050207791849970811 0.37154075719300567 -0.022992118261754509 -1796.4999999999998 0.98185000000000011 0.070200000000000026 0.0034895385615527634 -0.042136365547776215 0.18915000000000004 0.10784202665616627 7.5000000000000009 0.26374212769456062 0.54512896910958875 0.042791206389665611 0.53571428571428581 -0.0031160782091319557 3.5000000000000004 73062.281250000015 615.77500000000009 0.62562965064267206 -275.49999999999994 141.50000000000003 -0.011528136674314736 -0.031061734072864052 0.61526803422728216 -0.018635977059602734 35647.328863636372 -0.00039397562795784319 0.94171759826573109 401557.50000000006 0.011095109861344101 0.010097400285303594 0.051441872559271913 0.4248486850358279 0.040099765745589593 -1264.2249999999997 124039.14750000001 878.10000000000014 -0.0063650126103311768 0.463642615949519 2.4425033058691894 0.4745060437056447 -0.073418267071247087 -0.0081390258856117708 -10608.499999999998 0.13350000000000004 0.12100000000000001 18.038461538461544 14209.852500000003 0.0021167252502863466 39.500000000000007 -0.048994464799761765 460665.13125000003 -0.02545834798365831 708307.35000000021 0.0062200000000000007 0.078550000000000023 0.009621243458241226 0.016077849082648758 0.0036471170606091623 0.011679999999999953 -0.037932228296995156 0.21494436632785932 0.18750000000000003 0.011624982114881279 -418.49999999999994 17.500000000000004 0.045402130112051971 -0.012327675241976975 697180.50000000012 0.017919890582561496 0.0061937628779560336 18.038461538461544 0.0011128089390695097 -1445.4999999999998 0.24790575661896594 -0.041530732065439217 -0.051517853513360017 0.01882182061672211 0.016517970710992817 -831.49999999999989 -0.01410127943381667 0.60094959977753948 0.23887895780697035 -0.0030549033544957633 0.1076838085343645 0.0013081587385386231 0.40310830331016057 0.47477965627074187 0.15761574820046395 0.07404308189444074 5.4453922968040276 0.82285908368409366 0.43296763512676167 -0.0039455476216971866
decision_type=2 10 2 10 8 10 2 2 10 8 8 10 8 2 10 2 8 8 10 8 8 8 2 2 8 2 8 2 10 10 2 2 10 8 8 10 10 10 2 10 10 10 2 2 2 10 10 10 8 8 2 2 10 2 10 2 8 2 2 2 2 2 8 10 2 2 8 2 2 8 2 2 10 2 10 8 2 2 2 2 8 2 10 10 2 8 2 2 10 10 8 2 10 8 2
left_child=1 4 3 76 -1 85 64 8 9 11 13 81 -10 77 17 73 -17 18 20 34 24 29 28 -24 25 68 27 -26 -23 33 31 40 -27 -22 41 37 -37 -36 83 -33 -21 -20 43 44 48 46 47 -45 89 50 69 53 56 54 -51 -54 -53 -55 65 -60 61 -4 63 72 -6 -46 90 -28 -9 87 71 86 91 -16 -40 -68 93 -11 79 -79 -64 -2 -63 -32 -52 -5 -12 -44 -50 -19 -47 -62 -84 -3 -48
right_child=7 2 60 5 6 -7 -8 14 12 10 70 -13 -14 -15 15 16 -18 42 19 30 21 22 23 -25 26 32 67 -29 -30 -31 38 39 -34 -35 35 36 -38 -39 74 -41 -42 -43 49 45 58 66 94 -49 88 51 84 52 55 57 -56 -57 -58 -59 59 -61 62 82 80 -65 -66 -67 75 -69 -70 -71 -72 -73 -74 -75 -76 -77 -78 78 -80 -81 -82 -83 92 -85 -86 -87 -88 -89 -90 -91 -92 -93 -94 -95 -96
leaf_value=0.0077976820573847352 -0.0011096829221134436 -0.0090583073431741486 0.0067597023376616897 0.0042018798945456419 0.0019905452908680361 0.0012320383480969828 0.004238783739211536 0.0056556274998460915 -0.0036347534996041824 0.0014510814468390342 0.015254349070508513 -0.0071452083899497124 0.016281235410689644 0.0038124044294492723 0.0037848320089978538 -0.0019075654190681374 0.017598132042794888 -0.0048969617827885224 -0.0024479192346822912 -0.0030590039440068903 -0.0063543587792975397 -0.0062399696720729283 0.0067406024747318719 -0.00066411323796209917 -0.0030460065100535562 0.014110316107233217 -0.013465358555991245 0.0049299837179193097 0.00078883948933634396 0.0088234293635051243 0.01375917447936399 0.0089650027971133837 0.0022645851605388109 0.0020118103745557741 0.012345381095412727 0.0025118762473117229 -0.0046455725278084885 -0.00030544003021402901 0.003737734911832491 -0.0071905981461241305 0.017720033007132398 0.012548447415947414 -0.014690119064759938 -0.0048139510435531389 -0.009054461069195158 0.00065512237442829561 0.01814243227004703 0.0042973470766701537 0.0027695643416867405 0.0027376286895064448 -0.0027804479055776894 0.0024161703807236987 -0.0067012894222835242 -0.0014061448757580999 -0.0047103445701978447 0.0059059443041524105 0.00023277463385874922 0.00071462535451858266 0.0117884583528807 -0.0051082271735896955 0.019161575681606657 -0.014200044511906956 -0.0092372761279026321 -0.0040929571073240563 -0.013247732753989926 0.0042039688573361914 0.010263463626099275 0.0040773874502822499 -0.0081535668416149228 0.00067016571354793397 -0.0076926124056040344 -0.0044520846145030867 -0.0008659762295056331 -0.009230270500068357 -0.011096900878176247 -0.0059985314648000635 0.0069656030802543682 -0.016181211523146548 -0.00087279937464319099 0.0012885304220269878 0.0035205051723904784 0.010821322784472086 0.0051336997998793496 -0.0019723306417667444 0.0077629974998450731 0.025331438563171001 -9.3989652161499186e-05 -0.0033836231411753883 0.024237874828784721 0.0063353643257993211 -0.013947399518531306 0.0023994335063544123 -0.0045147021222446742 0.0015077495713868901 0.0025928546618714785
leaf_weight=13.635431902483104 13.636037947610021 4.720064372755588 5.6240020394325283 7.0187153029255631 10.244242019951342 8.5765552325174195 13.3031869828701 8.7016901466995495 5.4261761736124727 5.4970249217003575 6.7298173196613842 12.970887534320353 6.1194351278245458 6.5781245650723568 10.9673895156011 8.7659615415614116 18.984233370982111 6.6750403316691536 15.195902018807827 5.0246798801235846 292.66050564660691 237.24402061104774 68.177217066287994 1993.4909459650517 108.53861379344016 54.70644761249423 21.573047335725281 116.29996178951114 108.17312303185463 10.818483652547 5.2153552253730613 11.651172068435701 45.291334308683872 49.749413332436234 34.216388430446386 120.48167692031711 225.42195357941091 56.134715795516968 4.3730519083328572 15.798065004870294 44.13970715738833 27.935437619686127 28.64981270278804 226.40599244763143 32.859962219838053 3.5420925840735427 4.6691970806568861 42.468436794122681 5.1660992018878451 687.06741395965219 13.11629803106189 1113.661747091217 20.196306571364403 1901.1671042656526 73.296964526176453 252.35850919783115 3002.854390587192 1203.017403296195 14.017564815934749 6.4770992170087984 11.861822295468309 11.400495694950225 7.3424873221665621 6.0135742258280507 24.291236858814955 11.516053825151173 3.0094876214861861 4.4556575459428123 22.387205025181174 16.149454534053802 6.9855245472863308 6.8078889492899171 5.6049612695351234 8.8851436399854702 15.627647058572618 2.926936530508101 8.7890784265473467 53.796945424284786 10.813743389211593 4.5927820811048141 10.857062775641682 15.382345964666456 4.1467916453257185 4.6339282332919538 16.580635409802198 16.275635475758463 5.9872406637296081 18.550039591267705 9.0319286687299591 5.2405886026099324 37.927163600921631 5.5920160464011124 4.1394517431035638 4.6420686775818476 5.1528980201110226
leaf_count=111 93 64 79 59 80 147 125 85 92 107 92 104 122 77 136 102 192 102 104 81 4347 4108 726 28365 1984 583 436 2290 1339 152 54 279 447 1358 378 1184 2129 646 102 252 788 148 183 3843 639 36 90 813 57 12388 75 16287 284 34379 1665 3265 39355 26818 243 122 182 177 100 136 212 206 44 80 305 90 112 119 107 112 280 137 135 979 163 87 115 98 69 130 97 200 114 105 217 80 923 95 96 101 89
internal_value=0 0.00363646 0.00634626 0.0125781 -0.00188349 0.0177145 -0.00541062 5.86765e-05 -0.00363651 -0.00509278 -0.00762355 0.0015953 0.00936479 -0.0103614 0.000108676 0.00649365 0.0124427 7.98944e-05 -0.000568564 0.00166314 -0.000988051 -0.00140114 -0.000933081 -0.000392265 0.00196235 0.00616026 -0.000362642 0.00110926 -0.00407307 -0.00449272 0.0073228 0.0105496 0.00934929 -0.0051193 0.000299323 -0.000571253 -0.00215209 0.00514191 -0.00146626 0.000169428 0.0154571 0.0077362 0.000356037 -0.00199514 0.00378695 -0.00366423 -0.00221188 -0.00328624 0.0137801 0.000475459 -0.00479484 0.000539802 0.00108257 -7.76712e-05 0.00197501 0.00479535 0.000827266 -0.000584541 -0.00137769 0.00651678 0.00117401 -0.00530591 0.00492627 0.00939694 -0.00923175 -0.00548976 -0.0105519 -0.0101954 -0.00390035 -0.00865154 0.00125223 0.00582619 0.0130713 -0.00306915 -0.0077046 0.0034398 0.000763913 -0.0118743 -0.0129763 -0.014818 -0.00293877 0.00624259 -0.00976004 0.008888 0.00352741 0.0218145 0.0109051 -0.0114528 0.0204177 0.000627692 -0.0128017 0.0163558 0.000468892 -0.00560533 0.0150033
internal_weight=0 184.079 122.605 50.0221 61.4741 31.8709 47.8387 12700.8 161.324 149.778 107.789 41.9893 11.5456 81.2786 12539.5 47.6027 27.7502 12491.9 3728.12 585.85 3142.27 2760.31 2407.09 2061.67 381.954 131.087 250.867 224.839 345.417 353.228 106.464 76.6136 99.9978 342.41 479.386 436.255 345.904 90.3511 29.85 27.4492 49.1644 43.1313 8763.75 417.087 90.9843 326.102 278.697 268.874 26.1137 8346.67 93.0462 8253.62 4389.07 3864.55 760.364 272.555 4116.52 3104.18 64.8707 20.4947 72.5827 25.3107 47.2719 29.0724 34.5355 44.376 47.4057 26.0287 31.0889 63.3493 26.5105 19.5249 23.0588 19.8525 20.0007 5.93642 18.1512 74.7005 69.2035 58.3897 18.1996 29.0184 19.6867 9.84928 29.6969 23.2944 12.7171 47.1999 14.198 11.9156 41.4693 17.4538 8.28624 9.36213 9.8221
internal_count=201083 2390 1862 706 528 406 417 198693 2359 2145 1850 295 214 1413 196334 542 294 195792 53160 6555 46605 40395 34538 29091 6210 1420 4790 4274 5447 5857 1966 1400 1030 5705 4589 4337 3313 1024 566 531 869 252 142632 7641 1666 5975 4835 4656 456 134991 550 134441 59191 75250 14053 3549 55642 61197 1210 365 1156 421 735 520 292 845 1140 516 390 378 437 325 384 248 382 181 300 1336 1229 1066 215 191 342 184 172 259 206 288 274 182 959 277 165 165 179
is_linear=0
shrinkage=0.0227381


Tree=717
num_leaves=112
num_cat=0
split_feature=64 230 128 58 123 130 176 134 220 203 220 150 225 200 179 135 215 181 41 145 79 38 74 141 120 133 222 188 188 135 188 188 145 17 123 150 141 182 215 143 38 216 126 219 195 72 203 93 128 128 184 203 179 141 208 133 79 192 41 22 145 143 134 217 48 40 180 205 200 7 149 7 186 224 178 134 219 5 202 211 195 120 167 180 143 133 123 83 162 225 182 145 162 51 149 216 120 90 213 195 215 214 40 213 222 135 48 18 216 17 150
split_gain=5.26454 5.90954 5.05243 4.7216 4.42621 6.53919 5.52574 5.76099 5.17812 5.07611 5.15538 4.67901 8.6019 9.2567 11.5976 12.5928 11.551 10.6331 9.73245 8.77131 8.37072 11.2053 7.62978 7.85863 14.6805 7.53658 7.30528 9.46536 11.2632 8.90523 11.2703 8.42619 7.86988 9.58922 7.70911 7.64961 7.64024 7.55432 8.88372 7.11408 6.77324 7.78263 10.4988 9.63454 8.30038 7.22172 6.69347 6.65446 6.56648 6.29763 6.93715 7.3992 6.15791 6.38638 8.0247 6.0774 7.88429 6.23165 6.01006 5.83175 8.679 7.13111 6.67431 6.30076 6.1297 5.77094 5.75728 5.72488 5.65844 5.44965 5.81208 5.41359 5.80762 5.23643 5.21284 5.11315 5.05423 4.97859 4.90674 6.13065 5.14011 4.4811 4.40838 4.30068 4.28796 4.25131 4.22979 5.75384 4.1356 4.06881 4.02561 4.42685 4.16679 3.76336 3.73937 3.72239 3.68675 3.6838 3.4467 3.29263 3.01152 2.97803 2.91483 2.87323 2.90969 2.8256 2.66392 2.59381 2.55847 2.49889 2.41385
threshold=1.0000000180025095e-35 0.0074515494052320727 75018.750000000015 0.97345000000000004 0.65444837686964485 0.59126996588047487 1.5000000000000002 0.13845914501510193 0.018237964250147346 0.093185923993587508 -0.0019081124337390063 -1488.4999999999998 -0.0046397303231060496 76.500000000000014 0.55554654311161877 0.13703254741992274 -0.018162805587053295 317166.75000000006 0.59979187777131682 957.32654773465504 0.17335000000000003 20.500000000000004 0.053050000000000007 0.038389135570931758 3.3332750353166971 0.10098407702011893 -0.0074128657579421988 0.52786404416839205 0.34494900437105397 0.13122767795090126 0.58212458832597591 0.58212458832597591 688.80193128934309 -11497.499999999998 0.87320924853621029 -1709.4999999999998 0.16896096525771911 -1880.9374999999998 0.0031419803854078059 -2635.4999999999995 3.5000000000000004 0.01046388875693083 0.18080624092456646 0.011091271415352823 16.00340136054422 0.98085000000000011 0.060672204941511161 -502.49999999999994 58543.500000000007 162562.50000000003 196755.63750000004 0.07303254678845407 0.70980788100067493 0.44361753853214519 0.021913595497608188 0.22760698578303898 0.048450000000000007 0.12974987974987975 0.54512896910958875 1.0000000180025095e-35 995.18226134788017 -1723.4999999999998 0.51174143857424059 -0.053088825196027749 0.26035000000000003 0.22778713739636283 6551.3925000000008 0.028571011498570446 13.500000000000002 62313.750000000007 950.45000000000016 60124.500000000007 53830.012500000004 0.017357958480715755 0.36266924564796915 0.32822428549861626 -0.0070579918101429931 94608.000000000015 -0.042029999196529381 -0.023415152914822098 27.901612903225807 1.3583889316464877 0.11324786324786326 9389.9362500000007 -1122.4999999999998 0.35990050813616986 0.82562592222053599 0.040950000000000007 0.60159161884035173 -0.026426931843161579 -1501.2678571428569 351.13269096825832 0.94660560109896852 0.065150000000000013 120.79166666666667 0.032780941575765617 2.475193506436848 1.0000000180025095e-35 -0.00025218208611477161 18.263523391812871 -0.010969064198434351 -0.0047206503804773084 0.53949157792016933 -0.020719377323985096 0.00087480948423035454 0.067062609197669237 0.16755 -1615.4999999999998 0.0040962938219308862 -6756.4999999999991 -878.49999999999989
decision_type=8 2 10 8 8 10 8 10 2 2 2 8 2 8 8 8 2 10 10 10 10 2 10 2 2 10 2 10 8 10 10 10 8 2 10 10 2 8 2 10 2 2 2 2 10 8 2 10 10 10 10 2 10 2 2 10 8 8 10 2 10 8 8 2 8 10 8 2 8 10 10 8 10 2 10 8 2 2 2 2 8 2 8 8 8 8 10 8 10 2 10 8 8 8 10 2 2 10 2 10 2 2 10 2 2 10 10 2 2 2 8
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is_linear=0
shrinkage=0.0227381


Tree=720
num_leaves=38
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split_feature=120 6 121 227 1 230 67 127 158 162 209 213 161 165 183 220 229 150 227 198 200 198 131 207 213 121 214 127 178 230 182 170 206 149 174 231 182
split_gain=4.58613 4.98169 7.68201 6.12599 5.03295 4.75366 5.32837 4.671 4.56075 4.36685 7.41446 7.03326 6.6616 6.08989 4.63233 8.13153 7.64864 5.54093 4.43913 4.33812 5.7084 5.62818 4.2759 4.02175 3.71338 3.65992 2.76833 2.55287 2.39314 2.40011 2.21098 2.03797 1.92782 1.84079 1.64294 1.17878 0.257868
threshold=0.44618570333330193 76455.000000000015 0.10364173600118998 0.00244162988383323 1.0000000180025095e-35 0.040450554341077812 0.055150000000000012 1695.4127322337824 2874.9375000000005 2.1189494612308954 -0.043008591979742043 0.015794051811099056 1.2608694499465682 0.30901856763925734 -2862.4999999999995 0.020965017378330234 0.016517970710992817 -927.49999999999989 0.0043669671285897502 0.60744471994297145 6.5000000000000009 0.19158387437553681 0.056907870646720211 -0.043381985276937478 0.0028251890325918798 0.040521471533310816 -0.0011758056352846322 9773.7237260096572 0.2834821428571429 -0.0020540286786854263 -727.13392857142844 12.031914893617023 0.016469811089336876 -64.816666666666649 8.5000000000000018 0.010272259358316662 -813.29166666666663
decision_type=2 2 10 2 2 2 10 2 10 10 2 2 10 10 8 2 2 8 2 10 10 10 8 2 2 10 2 2 10 2 10 10 2 10 10 2 10
left_child=7 2 4 36 34 8 31 30 9 12 32 13 14 -12 15 16 -3 -17 23 21 -21 -16 -15 -13 -10 28 33 -8 29 -9 -1 35 -11 -6 -2 -7 -4
right_child=1 5 3 -5 26 6 27 25 24 10 11 18 -14 22 19 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38
leaf_value=-0.0085405174956526032 -0.016132662756828207 -0.0054401070828767944 6.7403746831971908e-05 0.014968974101613049 -0.0099547772040061312 -0.0015830211410714993 0.009827410653987758 0.0010505111220827459 -0.00017444139913920612 0.011877408117781154 0.0053970319960206766 -0.0033587079795263392 0.014383272136576244 0.0035169285646679395 0.00023563153155612324 0.013308142829289778 0.0078875207001899584 -0.0036094381245925684 -0.0053000983241619833 0.0053225865696045664 -0.0060954180643568237 0.0029304290208205068 -0.010525107056656074 0.011931822649098681 0.01341086314939873 -0.0019821499912921316 0.0065486824298805965 -0.0036880063329526474 8.4032453017647942e-05 0.021967673811456291 0.0041195944019926118 -0.00026398242039360953 -0.00014370373777899341 0.0027636334905441723 -0.00067087038145984923 -0.014761488270962728 -0.0075429697391495324
leaf_weight=5.7999235149472952 25.543436510954056 213.77672232687473 2.6456904644146562 7.3159013357944787 7.0601859465241432 6.5569639271125224 6.5557861607521755 4.4051999696530428 17.702587435953319 10.414653830230238 11.086680572479962 8.6484392657875997 8.5952855274081212 8.3972437004558724 11736.760438679717 17.303333797492087 17.164008687250316 11.465087077580394 15.919391077011822 21.503018607385457 99.716065883636475 406.39426619932055 99.713722547981888 18.36456737853587 15.893463365733622 5.7660871222615233 8.472264423966406 7.3522386038675904 4.500156177673488 10.104607722721996 6.7731897553894651 8.8558875313028675 10.503735251724718 4.6381218363530952 4.8246861794032148 20.447003471665084 3.6757773635908944
leaf_count=156 721 4525 99 188 146 87 102 106 100 93 149 78 51 43 184974 344 390 201 156 267 1509 3724 1040 212 82 120 153 159 70 164 131 131 89 78 142 298 90
internal_value=0 0.000148803 -0.00578378 0.00658377 -0.00959318 0.000182413 -0.0062924 0.00734564 0.000211913 0.000187019 -0.00321971 -0.00492087 0.00023895 -0.00762129 0.000219381 -0.00273659 -0.00420197 0.00728672 0.00259715 0.00028385 -0.00385155 0.000327828 -0.00925562 0.00740733 0.00767555 0.0119001 -0.000260554 0.00400311 0.0154169 0.0183713 -0.00281697 -0.0102875 0.00755762 -0.0058774 -0.0143664 -0.0127169 -0.00615427
internal_weight=0 12863.3 64.1761 13.6374 50.5387 12799.1 49.7679 37.3492 12749.3 12715.7 183.048 162.13 12532.7 119.198 12524.1 259.709 230.941 28.7684 42.9324 12264.4 121.219 12143.2 108.111 27.013 33.5961 24.7761 20.1706 13.908 19.01 14.5098 12.5731 35.8599 20.9184 11.6983 30.3681 27.004 6.32147
internal_count=201168 200421 1617 377 1240 198804 777 747 198027 197845 1860 1678 195985 1232 195934 5460 4915 545 446 190474 1776 188698 1083 290 182 460 377 261 340 270 287 516 182 224 863 385 189
is_linear=0
shrinkage=0.0227381


Tree=721
num_leaves=112
num_cat=0
split_feature=200 142 123 30 120 222 9 121 216 198 223 151 93 7 226 151 40 86 150 41 182 131 210 187 224 145 193 4 228 182 156 5 51 189 136 232 177 232 134 231 142 232 141 195 39 203 179 179 150 211 195 144 16 120 183 14 53 187 225 182 180 145 41 233 38 184 221 118 54 69 164 86 122 233 228 206 206 31 10 26 180 122 198 145 214 31 79 40 205 225 217 214 211 185 17 134 120 210 178 93 214 203 222 38 122 73 195 180 131 210 203
split_gain=4.01644 10.7326 9.04677 7.33521 6.69448 5.8859 5.31827 5.28598 4.85323 4.56551 5.42404 7.33276 7.11009 5.69609 5.04737 4.46803 4.22608 4.70761 4.12474 8.27207 7.82177 8.24797 7.5645 7.02692 6.74263 6.41102 11.9899 7.59486 8.2158 8.20752 5.93425 5.92172 6.35041 5.21426 4.59024 4.43299 4.40144 9.68774 6.33396 6.69727 7.17982 7.20209 5.97396 5.46502 10.6049 11.7245 9.58184 10.3208 9.07373 7.74012 7.66873 7.45218 7.08262 8.56772 7.04476 6.60602 6.33047 6.23269 5.95127 5.69579 5.39835 5.3418 6.23378 5.33235 5.28741 5.03512 4.83324 4.77008 9.83418 10.0416 7.5235 5.57713 5.03963 4.79735 4.64598 4.1185 4.36535 4.10211 3.98338 3.93558 3.79602 3.78084 3.7574 5.57481 4.68483 3.7307 3.95409 3.53003 4.73305 3.47751 3.4659 4.49017 3.92125 5.06377 3.45684 3.37841 3.32984 3.3245 3.1573 3.11796 3.03798 3.00475 2.98368 2.93029 2.78077 2.76529 2.76034 2.67845 2.6295 2.49578 2.19741
threshold=5.5000000000000009 -1340.3166666666664 0.83472068745569461 5.5000000000000009 6.9999714815986289 0.01203390955924988 5.5000000000000009 0.19926795253272275 0.0088162170723080652 0.33055316113378302 -0.0048015727661550036 2999.5000000000005 -496.49999999999994 25301.250000000004 0.011009240522980692 1535.5000000000002 0.26532453624784941 0.043050000000000005 513.50000000000011 0.65044026491051021 -1315.4642857142856 0.48665402561805615 -0.025737073272466656 3.6317616959064334 -0.020249953493475911 654.43357496790202 1.5000000000000002 1.0000000180025095e-35 0.0095472112298011797 -234.95833333333329 142458.75000000003 89997.750000000015 0.012150000000000003 0.15916328894035903 1.8668927964014788 -0.0064920519944280377 0.30151515151515157 0.006416002521291376 0.082260559531083119 -0.01797312498092651 -1020.4807692307692 0.0015750266029499473 0.44574119712945109 24.507886239443618 0.60487388076068749 0.093185923993587508 0.88253362364005794 0.86031198330704728 -350.49999999999994 -0.00084098588558845211 23.917237442922378 -151.49999999999997 -1031.4999999999998 3.4607084911689743 -567.49999999999989 0.023705000000000004 0.068050000000000013 5.9377155172413802 0.011613894253969194 -989.96428571428567 25772.092500000002 94.08094547211202 0.36144490647871014 -0.00092152669094502915 33.500000000000007 128599.96500000001 -0.0099399229511618597 1.0000000180025095e-35 0.0047000000000000002 0.011750000000000002 0.0025884312670899391 0.40195000000000008 0.051288200861487498 0.016236697323620323 0.012653534300625326 0.042497437447309501 -0.032393269240856164 11.500000000000002 6.5000000000000009 9.5000000000000018 6208.7737500000012 0.044773044300931555 0.24999875000632715 789.30360120473711 -0.00070881095598451782 15.500000000000002 0.036850000000000008 0.18246477232143227 0.0066712806001305589 -0.016558527946472164 0.017831317149102691 0.01249306555837393 0.038435664027929313 -4459.738571428571 -10397.499999999998 0.042462699294686712 2.2901622768807193 -0.0064411291386932126 0.10620300751879701 -377.49999999999994 -0.025160949677228924 0.0076846415176987657 0.0019259531400166454 12.500000000000002 0.029374263754640372 0.61425000000000007 11.560487804878051 15270.361875000001 0.27933809274929106 -0.010784627869725226 0.054146613925695426
decision_type=8 10 10 2 2 2 2 10 2 10 2 8 10 10 2 10 8 8 10 10 8 10 2 8 2 8 8 2 2 8 8 2 8 8 10 2 8 2 8 2 8 2 2 10 8 2 10 10 10 2 10 10 2 2 10 2 10 10 2 8 10 10 10 2 2 8 2 10 10 10 10 10 8 2 2 2 2 2 2 2 10 10 8 10 2 2 8 10 2 2 2 2 2 10 2 10 2 2 10 8 2 2 2 2 10 10 8 10 10 2 2
left_child=1 2 75 5 8 6 7 108 80 18 11 12 -11 99 16 96 -12 -18 36 20 22 25 34 -23 -24 26 30 28 -27 -29 -22 -25 -33 89 -20 -28 37 38 42 74 41 -41 102 50 45 48 47 55 49 -45 67 52 59 -54 57 -46 -50 -48 65 -52 -49 62 66 -47 -42 -53 -39 71 70 -70 -69 72 -38 -73 100 76 -1 -68 -56 -6 -4 -35 83 -8 -84 86 105 -10 -89 -26 92 101 93 -63 -88 98 -5 -65 -7 -13 -40 -92 -2 109 -19 -21 -14 -16 -3 -82 -96
right_child=9 3 4 15 79 95 82 -9 87 10 14 13 106 -15 107 -17 17 104 19 85 21 23 24 31 33 27 35 29 -30 -31 -32 32 -34 81 -36 -37 43 61 39 40 64 -43 -44 44 46 63 54 60 56 -51 51 58 53 -55 78 -57 -58 -59 -60 -61 -62 90 -64 97 -66 -67 77 68 69 -71 -72 73 -74 -75 -76 -77 -78 -79 -80 -81 103 -83 84 -85 -86 -87 94 88 -90 -91 91 -93 -94 -95 110 -97 -98 -99 -100 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_count=85 219 80 106 81 93 135 871 121 36 383 149 110 85 207 164 96 160 128 115 58 506 154 102 141 109 1999 157 971 480 193 1619 142 1401 103 113 422 76877 123 77 2213 1934 670 136 1237 5401 199 1035 339 227 1245 561 285 1041 900 166 2832 83 2826 190 1703 114 161 147 92 1962 503 174 21186 511 1256 93 1537 50010 74 71 108 314 217 125 130 80 172 104 195 102 249 102 195 189 619 130 128 131 1330 826 131 231 155 72 57 375 149 168 445 863 131 146 133 133 153 39
internal_value=0 0.00279796 0.00779827 -0.00111742 0.00233571 -0.00346141 -0.00578846 0.00298281 -0.00138944 4.26845e-05 -0.00337024 0.00123748 -0.00466126 0.00811033 -0.00634806 0.00810215 -0.00855551 -0.010968 9.73207e-05 0.00158205 0.00213167 0.0029497 -0.00355992 0.00958262 -0.00632099 0.00205506 0.00448923 2.01185e-05 -0.00226398 0.00452335 0.00181856 0.0118565 0.0137461 -0.00854602 0.00784939 0.0123436 -1.80077e-05 -0.00144361 -0.000103683 0.000677267 0.00133503 -0.00220083 -0.00559261 0.000119941 0.00159129 0.00516419 0.00026722 0.00177162 0.00733614 0.00887211 -6.2004e-05 -0.00331469 -0.00513947 -0.00114278 -0.00353559 0.000964 -0.00395911 -0.0048217 0.00238391 -0.00853891 0.0126472 -0.00510849 -0.000167864 -0.00341922 0.00299134 -0.00110219 -0.00330538 6.76289e-05 -0.00125247 0.00591399 -0.00182153 0.000273889 0.000333147 -0.00590326 -0.0069997 0.0151612 0.0180502 -0.00641473 0.00706537 0.0132449 -0.00585882 -9.17565e-05 -0.00836274 -0.0109495 4.93042e-05 -0.00683278 -0.009365 0.00585669 0.00982856 -0.0123102 -0.0071627 -0.000431258 -0.00856851 -0.00969874 -0.0120701 0.00525983 0.0124114 0.00239795 0.00936023 -0.00220333 -0.00991798 -0.0054209 -0.00878798 -0.00892867 -0.0132263 0.00338801 0.00411043 0.00259246 0.00903754 5.89355e-05 -0.014296
internal_weight=0 271 115.267 155.733 72.6761 128.447 103.676 23.2138 59.7696 12635.1 190.859 76.8968 42.8695 34.0273 113.962 27.2857 91.6937 70.5599 12444.2 889.067 840.586 738.576 102.01 77.8531 85.2213 660.723 296.127 364.596 244.737 119.859 228.89 69.601 63.9546 76.4223 16.7883 67.2374 11555.1 1012.31 747.757 661.218 615.58 195.469 86.5395 10542.8 1152.91 304.986 847.928 610.864 244.395 216.764 9389.91 351.788 267.102 128.048 237.064 577.351 27.6312 215.596 84.6856 139.054 33.5125 264.548 80.4237 60.5914 420.111 66.7479 66.4396 9038.12 1215.44 83.4721 1131.97 7822.68 7756.41 66.2721 45.6383 42.5911 34.0444 51.781 21.4678 12.9064 37.9866 26.2577 80.4624 59.5557 20.9067 48.4814 40.4666 21.783 16.9527 50.1645 184.124 33.7516 150.373 136.201 33.7654 24.7713 20.0027 34.4125 17.9425 14.6645 38.2467 24.0169 64.6416 30.9383 59.4548 6.70125 21.0129 22.2687 15.9317 12.6438 29.7963
internal_count=201112 4286 1934 2352 1427 1944 1606 334 1204 196826 2585 988 614 374 1597 408 1300 1151 194241 10923 9518 8185 1333 1838 1105 6347 2704 3643 2479 1164 2125 1684 1543 1003 228 579 183318 10515 7825 7302 6779 2883 523 172803 16076 3238 12838 8686 2792 2482 156727 5183 4205 1941 4152 8233 310 3861 978 2264 453 2690 661 446 3896 788 514 151544 23046 1767 21279 128498 126887 1611 523 507 399 391 291 223 784 275 1272 1066 206 1405 1156 420 384 728 2029 407 1622 1491 967 338 312 247 207 167 452 279 387 678 991 189 231 297 213 233 865
is_linear=0
shrinkage=0.0227381


Tree=722
num_leaves=112
num_cat=0
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split_gain=4.99869 10.1468 8.01722 7.86262 7.71481 7.58709 7.57831 6.93707 6.47411 6.19373 6.3485 6.33737 8.7239 8.87286 8.75196 8.12159 7.13134 6.49352 7.29247 5.91713 5.65044 5.68421 7.24163 6.0345 5.50894 6.40419 5.16092 5.14546 5.04086 4.68842 4.82356 5.89569 4.66085 4.64252 5.88041 4.60106 4.69046 8.98596 9.06405 11.0438 8.56034 8.63245 7.00672 6.74494 6.79801 4.58872 4.46594 9.74116 6.41456 4.444 4.43295 4.24177 4.22231 4.20508 4.18411 4.07237 4.0115 3.96454 3.95215 4.53381 3.87307 3.79707 3.75242 3.5958 3.55854 3.98157 3.52852 3.50848 3.48785 3.4276 3.52538 3.37659 3.68114 3.36417 3.33941 3.49062 3.22336 3.20787 3.12368 2.98867 3.14356 2.8221 2.77345 2.59201 2.57848 2.52766 2.52123 2.49949 2.44947 2.42767 2.27683 2.10598 1.82601 1.81944 1.79865 1.71695 1.61795 1.60182 1.56861 1.55932 1.43403 1.40505 1.3453 1.19154 0.936431 0.930708 0.910216 0.797445 0.668677 0.483939 0.443531
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decision_type=10 10 8 10 2 2 10 10 10 2 10 2 8 2 10 2 8 2 10 2 2 2 8 10 10 2 10 10 2 2 8 10 10 2 8 2 2 10 2 10 2 2 10 2 8 2 10 10 10 10 10 2 10 10 2 2 8 10 2 8 10 2 10 2 2 8 8 10 10 2 8 2 2 8 10 2 2 10 2 8 10 8 2 2 10 2 2 2 8 2 10 8 10 10 2 2 2 10 2 8 8 10 10 8 2 2 10 10 2 10 8
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leaf_count=360 124 141 86 340 126 156 132 82 91 143 63 78 492 245 112 131 699 3556 998 92 571 99 139 87 101 251 101 159 142 45 120 50 97 635 180 115 1954 112 721 550 6049 3660 748 83444 85 160 1492 48868 28809 565 335 161 100 69 79 59 228 93 133 95 141 122 146 128 160 107 1670 66 120 76 485 214 114 73 260 127 113 68 108 229 122 84 128 89 100 130 1935 120 133 109 175 64 70 744 25 75 92 86 119 328 150 71 135 79 96 158 58 90 245 115 666
internal_value=0 -0.00264515 -0.00383819 -0.0065416 -0.0082741 0.000986966 0.00421419 -0.000213835 0.00960379 0.000159828 -0.00390716 0.00022235 0.00284242 0.00389591 0.00510287 -0.0018385 0.00682406 0.00810384 0.00942065 0.00574735 0.000121263 -0.00461493 -0.0079761 0.00187443 0.00459934 0.00963705 -0.00481617 0.00870847 -0.00240239 -0.00578948 -0.000842125 -0.0052912 -0.00605431 -0.00613566 -0.00970031 0.00017284 0.000200948 0.00148343 -0.00436595 -0.00772571 0.00207939 0.00433467 0.000431201 4.02994e-05 0.00555058 0.00351503 -2.01213e-05 -0.00081039 0.000261507 0.0104664 -0.000639681 0.0150108 0.00756776 -0.00540939 -0.0113957 -0.0069337 0.0059409 -0.00893457 0.00951555 0.0128905 0.00337324 -0.0110854 -0.0120447 -0.00126754 0.000982943 0.00724176 -0.0136378 0.00896844 -0.0103479 -0.00395143 -0.00715139 -0.00583489 0.00258924 -0.007515 -0.00695651 -0.000747811 -0.00883788 -0.00630624 0.0191447 -0.00080038 0.0059571 -0.0119331 0.00610864 -0.00138612 0.00841377 -0.0148601 -0.0128487 0.00138125 -0.00829419 0.0191584 0.0132338 -0.00930155 -0.0113881 -0.0123508 -0.0110764 0.00365754 0.012401 -0.00161716 0.0154835 -0.0109068 -1.07475e-05 -0.0138914 0.0139914 0.011281 -0.00669505 -0.00616689 -0.0140905 0.0230952 -0.00689053 0.00739294 -0.0133629
internal_weight=0 328.703 304.91 193.461 168.331 111.449 25.1298 45.9218 23.7932 12555.8 182.092 12373.7 451 407.573 361.108 71.6324 289.475 255.133 223.661 64.3962 11922.7 120.242 77.9161 42.326 30.7432 22.3368 46.4648 21.8463 34.3421 151.348 63.0581 39.7003 43.4277 53.9125 39.0871 11802.5 11764.5 1301.73 115.334 88.6051 1186.4 495.022 691.374 10462.7 105.007 17.8136 10357.7 2717.14 7640.59 55.2178 49.7891 16.7366 22.0772 47.0524 60.1024 26.3782 26.729 88.2902 46.8655 33.8207 14.8254 122.41 115.232 31.4723 23.9338 12.7036 98.1565 17.7199 80.759 31.3607 26.2792 20.4797 10.6115 23.8446 38.0253 23.9208 35.3139 12.7935 8.64361 15.1496 8.47659 71.0121 23.3578 17.0754 7.96386 89.5758 68.1947 9.7469 37.4678 12.7508 12.3362 31.9061 25.5833 19.4939 28.2071 7.53113 15.2869 11.7366 11.6198 19.1934 6.31018 63.7261 10.9968 11.6212 13.6638 11.2302 17.5138 6.24912 8.40644 7.79426 21.8969
internal_count=200826 5322 4541 3759 3044 782 715 761 781 195504 5099 190405 9525 8123 7574 1400 6174 5174 4554 444 180880 2302 1510 792 1010 664 549 365 1000 4089 1528 1115 1402 1068 815 178578 177980 14022 1611 1271 12411 5614 6797 163958 1345 299 162613 50360 112253 650 695 521 274 338 1211 758 340 2561 320 228 253 2283 2161 620 503 267 1926 332 2393 640 564 427 213 487 598 338 269 408 289 492 263 2153 413 235 242 1800 2090 240 448 360 307 950 315 899 886 168 174 214 206 401 195 2006 201 199 211 236 802 198 346 165 691
is_linear=0
shrinkage=0.0227381


Tree=723
num_leaves=112
num_cat=0
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split_gain=4.68727 9.26618 8.95644 9.90712 6.33426 5.98905 6.41597 5.99402 8.74934 6.37014 5.83161 5.7434 5.96378 5.72568 7.31119 8.81586 6.4723 7.70885 5.78177 5.69555 5.57393 5.48164 5.29438 5.29064 6.47845 6.22716 5.5342 5.10689 7.77502 7.2821 8.87163 7.31063 6.97587 8.27362 6.18665 7.02762 5.71247 5.5159 4.83599 4.77002 6.12322 6.51613 5.3736 4.85251 4.74177 5.84108 6.80117 4.76382 4.73436 4.67711 4.62739 4.68499 9.64021 9.64095 7.94284 6.99849 6.80673 6.68036 8.37392 7.51917 6.39523 6.04543 7.88495 6.82043 5.21343 9.98388 5.92848 5.13678 8.23024 11.2695 8.90516 8.01281 10.0835 7.34084 4.58401 5.6949 4.55295 4.47157 4.40919 4.33294 3.90037 3.862 3.70533 3.34177 3.2736 3.16608 3.11971 3.0283 2.98395 3.09411 2.85711 2.80924 2.77288 4.45092 2.76188 2.9321 2.6391 2.6275 2.62153 2.5954 2.59326 2.59081 2.49198 2.46873 2.46829 2.4193 2.65017 2.40132 2.38356 2.29764 2.26854
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decision_type=8 10 8 2 2 8 10 2 8 8 10 2 8 10 10 2 10 2 8 2 2 10 10 8 10 2 10 10 10 10 8 8 8 2 8 2 8 8 8 10 2 2 8 10 2 2 10 2 2 2 10 2 8 10 8 8 2 2 2 10 10 2 8 10 8 10 10 2 8 8 2 8 8 8 8 10 8 10 10 8 2 10 10 2 2 8 2 8 2 2 2 2 10 10 10 2 2 2 10 10 10 10 8 2 2 2 10 2 10 10 10
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internal_value=0 0.000988945 0.00830704 0.0174535 0.000770805 0.00211532 -0.00072187 0.00325038 0.00411633 0.00776352 0.0115211 0.00221998 -0.00219178 -0.000123808 -0.00270722 0.0213723 0.0104358 0.00668799 -0.00235304 0.00403333 0.00781903 0.00238157 -0.000307223 0.00582537 0.00980959 -0.00603099 0.0036438 0.00219946 -0.00247452 0.0149078 -0.000143749 -0.00113811 0.00330834 -0.0012619 0.00824964 -0.00159819 -0.000566765 -0.00410935 -0.000448927 -0.00257021 0.00510471 0.013092 0.0191195 -0.00648707 -0.00127986 0.00209923 -0.00235185 -0.00358992 0.0100155 0.00470683 -0.00411953 0.000111649 -0.00103833 2.97651e-05 -0.000641916 0.000478161 0.00557061 0.012656 0.0159465 0.00623809 0.00909487 0.0044702 0.00212241 0.0129111 -0.00429248 -0.00327611 0.00707472 0.0147364 -0.00160077 0.000855331 0.00883794 -0.000960913 0.0178513 -0.0038033 -0.00304722 -0.006274 -0.00132232 0.00509775 -0.0068038 -0.00351823 0.00274317 0.0102479 0.00110228 0.00227775 -0.00352178 0.013746 0.00362259 0.00669827 0.0194261 0.00124745 0.00585591 0.0217897 0.000864447 0.00449789 0.009809 -0.00599038 -0.00474901 -0.0002846 0.00361738 -0.00601233 -0.0103385 -0.00431313 -0.00647583 0.0084814 0.00685129 0.000333843 0.000423561 0.00549214 0.0137885 0.000327451 -0.000207099
internal_weight=0 2411.74 60.5789 29.8962 2351.16 1042.58 298.808 743.774 646.194 198.655 112.873 85.7814 270.131 210.757 163.309 25.5436 28.6769 57.2655 97.5803 53.3264 47.4478 447.539 1308.58 65.5119 53.5956 109.983 359.401 297.269 30.6827 83.6483 10461.2 2131.76 194.902 120.068 34.3038 1936.86 1380.41 556.446 240.186 199.033 148.263 42.9744 32.0392 121.67 1232.15 294.761 937.386 697.49 74.8342 202.309 676.688 8329.42 2009.28 1365.84 1239.45 6320.14 165.264 60.1612 51.809 126.388 100.34 190.787 160.683 70.1229 26.0479 643.437 26.0074 15.3079 1048.67 389.979 66.1225 323.856 44.2912 617.429 658.686 221.55 437.137 115.929 316.26 172.799 55.636 23.5872 105.289 81.4673 92.452 30.1034 77.3623 62.7469 43.9554 239.896 191.707 39.8516 105.103 70.625 43.1301 34.4779 535.962 120.538 77.9399 415.424 143.461 36.752 117.163 41.1532 46.6595 6154.88 6059.69 103.78 36.6254 5955.91 3887.96
internal_count=201129 28723 2269 806 26454 12169 4286 7883 6768 2333 1257 1076 3901 3105 2385 630 385 716 1115 712 720 4435 14285 741 557 1673 3366 2920 1463 994 172406 33500 4889 2968 745 28611 18971 9640 2815 2333 1881 879 583 1430 17090 5444 11646 9179 1921 3900 8342 138906 41082 25982 23591 97824 4113 1545 1322 2391 1545 3259 2760 1073 846 15100 905 507 20332 7508 1307 6201 697 14195 12824 3732 9092 1903 6825 3968 1254 510 1002 1492 1544 499 903 729 1063 2467 3290 963 2568 1733 1054 835 12703 2632 1772 10071 2857 867 2714 482 425 93711 91349 1281 376 90068 55919
is_linear=0
shrinkage=0.0227381


Tree=725
num_leaves=65
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split_feature=41 41 180 203 183 121 18 144 233 8 72 133 213 188 1 39 127 18 211 162 189 181 144 209 66 15 15 212 39 177 5 176 161 155 52 149 221 154 15 17 231 221 199 39 209 156 151 39 7 210 149 183 185 145 204 221 220 221 31 123 143 40 221 177
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threshold=0.028977496900740151 0.056667959622386258 20711.809125000003 0.07664890214800836 -734.49999999999989 0.098363106461557756 -3404.4999999999995 -2298.4999999999995 -0.015655330382287499 177750.00000000003 0.96695000000000009 0.33117325643413303 0.053567184135317809 0.26766108461794397 1.0000000180025095e-35 0.26841983117785967 8814.969743724143 -955.49999999999989 -0.017595557495951649 1.0098494503847786 0.73606811145510853 30013.312500000004 -1619.4999999999998 -0.039205744862556451 0.090450000000000016 -19502.499999999996 -17989.499999999996 0.045960141345858581 0.57018826373691323 0.52786377708978338 180045.00000000003 24.500000000000004 0.32422199030101323 219003.90000000002 0.12545000000000003 -408.897619047619 0.011381398420780899 5830325.7525000004 -16348.499999999998 -5184.4999999999991 -0.012233877554535864 -0.0089895850978791696 105803.02753125002 0.11698532497182522 -0.02027113456279039 81562.050000000017 635.50000000000011 0.14920824348116621 13736.250000000002 -0.012800448108464478 -43.392307692307689 -936.49999999999989 76.936661443298973 123.0528331077107 -0.038636365905404084 -0.0076692532747983924 -0.0017553270445205269 -0.011553402990102766 9.5000000000000018 0.8839065501109219 -2561.4999999999995 0.41193164323079834 0.0031782675068825488 0.22401433691756276
decision_type=8 8 10 2 8 10 2 8 2 10 8 10 2 8 2 8 2 2 2 10 10 8 8 2 8 2 2 2 8 10 2 10 8 8 10 10 2 8 2 2 2 2 10 10 2 8 8 10 10 2 8 8 10 8 2 2 2 2 2 10 10 10 2 10
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leaf_weight=28.117197974584997 23.73985855653882 4.9172386704012778 17.566318728029728 16.461289931088686 16.316379997995682 16.341193590313196 23.129724454134703 11.389885064214466 3.2219594761263561 4.6348257323261342 5.1804122966714194 6.3470697607845095 4.0861157779581836 137.60940202092752 10.312143072485922 1987.2261702977121 14.338427994400265 14.22392803058028 81.835980167612433 15.828210227191446 16.556276511400938 10.390447750687597 120.85320846550167 4.929852468892931 12.97776675922796 65.014741738792509 893.63358756667003 19.979984095320106 917.42838118132204 1506.4461472840048 540.47353476053104 5.3541490756906587 9.9845210667699593 1157.9912896975875 96.598516300320625 775.07583267521113 38.205541476607323 37.542442213743925 2466.8674079999328 70.26565252058208 356.28760387189686 37.348603181540966 42.333600958809257 954.53135349648073 24.914936466142535 10.931264530867336 26.702859539538622 27.040172815322876 3.685679890215396 10.0868110852316 29.519730994477868 12.044705992564557 9.330923234112559 12.999685809016226 26.576781764626503 6.9591472810134301 21.847076773643494 10.267106843180953 4.2959808073937893 5.5861119315959513 5.4511799272149775 15.155650477856396 3.2094114478677511 8.9534938242286426
leaf_count=282 134 86 99 103 120 87 126 143 66 85 83 75 73 3034 167 46488 91 153 859 108 122 97 1590 72 293 932 8255 371 14672 17937 6795 74 76 18329 2022 12570 791 818 39752 1594 3099 324 296 14450 230 79 275 244 80 133 389 82 139 69 131 123 111 178 135 105 81 133 75 94
internal_value=0 0.000229393 0.00536693 -0.00477343 -0.00963918 0.00750128 0.0014329 0.000177514 -0.00300539 -0.00437912 -0.00572238 -0.00657562 -0.00787727 -0.00869886 0.000230507 -0.000113802 0.00244274 0.00623666 0.00287819 0.00634314 0.000721084 0.000860113 0.0008132 0.00625696 0.00846835 0.0111669 0.00068954 0.00226493 0.00271151 0.000245559 -0.00105928 -0.000371089 0.00799288 -0.000430845 -0.00148269 -0.00186708 0.00381083 4.78395e-05 -9.47691e-05 0.00551155 0.00162122 -0.00544628 0.00256477 0.00100698 -0.00693448 0.0133291 -0.00553745 0.0169342 0.00756232 0.00376725 -0.00611709 -0.0110596 -0.00206939 0.0100993 0.01213 0.00810911 0.0145438 -0.00441154 -0.0013544 0.00466298 0.0120508 -0.00842413 -0.00638787 0.0160466
internal_weight=0 12791.4 119.071 84.0246 44.4336 101.505 39.591 12672.4 199.685 182.358 167.945 163.31 146.876 142.79 12472.7 7332.79 663.807 187.952 135.757 97.6642 5139.88 475.854 5086.37 103.502 93.1895 77.9925 4982.87 1087.78 1038.28 3895.08 1434.11 6668.98 39.2092 6629.77 2067.87 1933.07 134.804 4561.9 4454.09 107.808 446.36 47.7391 398.621 2460.98 53.5159 52.1954 38.0927 37.9714 14.413 16.4339 49.4997 36.9596 20.2712 77.7647 61.4235 17.3276 48.4239 15.197 10.7274 10.9403 12.4103 29.4941 7.50539 18.938
internal_count=200679 200048 631 631 402 532 229 199417 4129 3839 3483 3398 3190 3117 195288 128753 5901 1861 1385 967 66535 4040 66101 1642 1475 1225 64459 17022 16262 47437 15050 122852 488 122364 33712 30899 2813 88652 86240 2412 3816 421 3395 32387 434 476 418 323 356 208 760 312 318 398 311 290 242 250 276 179 204 224 210 170
is_linear=0
shrinkage=0.0227381


Tree=726
num_leaves=112
num_cat=0
split_feature=68 132 204 149 30 123 214 188 205 27 133 204 230 131 217 211 171 165 226 229 193 132 128 206 126 177 220 150 205 19 16 59 59 182 126 214 65 128 213 69 182 122 121 227 175 225 218 171 83 151 217 48 18 121 179 229 3 145 229 233 218 181 8 145 207 204 90 180 217 133 145 56 145 153 226 204 206 214 229 226 153 179 213 181 198 18 122 233 205 82 14 228 228 57 228 188 209 133 89 225 205 133 224 225 41 232 165 53 123 80 119
split_gain=4.98497 7.49201 7.09056 8.54185 10.9932 10.0074 9.26286 8.3756 8.52752 8.21949 8.15056 8.0531 7.89482 8.59061 11.4902 7.38674 7.25994 7.51706 7.06316 7.05282 6.76521 6.64999 6.54782 6.47346 6.24405 5.80438 5.73035 5.54866 5.45307 5.20664 5.65886 5.19045 9.08068 6.70178 6.97077 8.35283 6.40137 8.47311 7.56416 6.78144 6.78083 5.56706 5.55975 5.12632 5.12329 5.91244 6.00528 6.19485 5.40852 5.40218 9.7006 8.39093 10.4927 10.3462 8.06415 6.93496 10.106 9.95912 9.3466 7.18019 6.31562 5.62976 7.27295 7.16538 10.0678 7.79893 6.53334 8.79322 8.69616 12.4701 7.26458 7.18863 7.14416 6.24572 6.22752 4.9781 4.9688 4.83488 4.77971 4.76989 4.7404 4.72355 4.69989 4.58762 4.5135 4.5074 4.45388 4.3479 4.29575 4.27112 4.2369 4.23074 4.22779 4.16339 4.1551 4.0151 4.00298 4.00117 3.98715 3.97517 3.97074 3.84721 3.84075 3.75609 3.69865 3.58916 3.48027 3.39162 3.28123 3.50731 3.19826
threshold=1.0000000180025095e-35 0.17554883653757739 -0.078918792307376848 514.42222222222233 1.5000000000000002 0.88338025219824412 0.023536530323326591 0.32268272764393635 -0.021328238770365712 3.5000000000000004 0.063095339042784596 -0.006353256292641162 -0.0069128563627600661 0.51141204580619604 -0.002524738665670156 -0.026702724397182461 87.500000000000014 0.64495798319327746 0.00039640454633627092 0.010308871045708658 11.500000000000002 0.25578725829581772 46330.875000000007 -0.027735065668821331 0.013062933854151198 0.56385869565217395 0.0045591606758534917 1169.5000000000002 0.019605872221291069 20.500000000000004 -2207.4999999999995 0.62430000000000019 0.65045000000000008 -1633.5777777777776 0.038518774890295711 -0.0047206503804773084 0.040150000000000005 40545.000000000007 -0.0092224553227424604 0.0036500000000000005 -1196.8166666666664 0.051059905444626554 0.26883042930155832 -0.0025552550796419378 8.5000000000000018 0.014449925161898138 -0.010997535195201634 399.50000000000006 0.0084500000000000009 2794.0000000000005 0.0020767389796674256 0.13535000000000003 -757.49999999999989 0.10999910371106716 1.1460440643205037 0.0001099019209505059 1.0000000180025095e-35 1164.5841710285797 -0.017128531821072098 -0.0055894306860864154 -0.050207791849970811 95645.550000000017 1125056.2500000002 252.63173355656969 -0.041961679235100739 0.044188829138875015 1.0000000180025095e-35 14119.368750000001 -0.038223871961235993 0.092176954791788598 176.93933034394828 0.076150000000000009 86.607351363425011 2565076.5000000005 -0.014586764853447674 -0.035323398187756531 -0.016830270178616043 0.002411988796666265 0.0032295822165906434 0.01639074552804232 193524.75000000003 0.87510127194941811 0.046998251229524619 32785.125000000007 0.049782289236889855 -3289.4999999999995 0.044280677494417109 -0.018924522213637825 -0.059789473190903657 0.022350000000000005 0.019967499999999954 -0.0073297102935612193 -0.0032725692726671691 0.0045500000000000011 -0.012722809333354233 0.88038833147528817 0.022657131776213649 0.31830821443509316 3.5000000000000004 -0.0040417155250906936 0.037958147004246719 0.17413987495709302 -0.0010453254799358545 -0.0073021904099732629 0.39881096876250383 -0.005889064632356166 0.45643939393939398 0.023750000000000004 0.82562592222053599 0.13190000000000004 4.5000000000000009
decision_type=10 10 2 10 2 10 2 10 2 10 8 2 2 10 2 2 10 8 2 2 8 10 10 2 2 10 2 10 2 8 2 8 8 8 2 2 8 10 2 8 8 10 10 2 10 2 2 10 8 10 2 8 2 10 8 2 2 10 2 2 2 8 8 8 2 2 10 10 2 8 8 8 8 8 2 2 2 2 2 2 10 10 2 8 10 2 10 2 2 10 2 2 2 10 2 10 2 8 10 2 2 8 2 2 8 2 8 10 10 10 10
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internal_value=0 0.00777599 9.71046e-06 -0.00305888 -0.00793521 0.0010649 0.00355992 0.00629919 0.00829265 6.25372e-05 -0.000429523 0.000217614 0.00406097 -0.00195552 0.00329906 0.00695545 0.000402651 -0.00245917 -0.00542133 -0.00306971 0.00275402 -0.00358409 0.00216865 0.00616424 0.0087601 0.00677962 0.00855466 0.012409 -0.000114258 -7.20794e-06 -0.000575516 0.00203881 0.00094296 0.0105437 0.0137849 -0.00581381 -0.00205959 0.00429565 -0.00313617 0.00747256 -0.0104728 0.00271926 -0.00070429 -0.00376852 0.000261085 -0.000356991 -0.00400561 0.00324866 0.00921737 0.000975808 0.00192941 0.00130278 -6.80225e-05 0.00222835 -0.00622311 -0.00191364 0.0064637 0.00895033 -0.00581821 -0.00692699 -0.000112767 -0.00472346 7.51547e-05 -0.00126867 0.000805628 0.00730607 0.000386095 0.00970443 0.000165738 -0.00018061 0.00554361 0.0134282 0.00374171 0.00173324 0.0173689 -0.00242261 -0.00499987 -0.00744861 -3.47594e-05 -0.00561066 0.00345764 -0.0106359 -0.0079925 -0.00129018 0.00485241 1.30441e-05 0.0206445 -0.00938553 -0.0103737 -0.0124777 -0.0135336 -0.00407454 -0.00988174 -0.00828531 0.00555371 -0.0076934 -0.0113659 0.0103964 0.0126796 0.0125022 0.0110346 -0.00604341 0.00101196 -0.00651832 0.0134073 -0.0138038 0.0129895 -0.0122675 -0.00502137 -0.0148964 0.0165575
internal_weight=0 28.4127 12858.4 209.331 92.2732 117.058 89.8234 67.2121 59.6074 12649 5168.79 3634.75 281.233 1534.04 130.002 92.8227 7480.23 1404.04 37.1789 1242.95 97.8346 1145.12 161.084 91.086 78.1178 209.605 176.22 100.29 3353.52 3327.73 2609.18 718.553 606.358 74.7785 59.0876 455.181 689.939 253.614 69.9982 112.195 25.7851 75.9301 2592.14 71.6281 7226.62 3877.63 234.96 45.6095 33.0011 3348.99 1746.32 1544.01 1602.67 1201.04 102.614 342.973 202.312 143.617 189.35 178.207 3642.67 134.527 3508.14 1233.17 2274.97 61.9583 1500.05 26.1033 1473.95 81.0863 228.603 32.2038 196.399 171.006 27.8417 33.3857 35.8763 24.2538 50.5025 25.0112 150.699 53.4406 48.4947 28.1673 23.1334 58.6952 23.7123 87.0888 84.8458 70.9162 68.507 22.6113 31.0782 20.3069 23.4333 46.5648 52.1118 14.3497 17.0404 19.9662 48.1464 27.2348 13.9296 18.0443 25.3931 24.1607 41.1905 27.8503 9.50044 63.6539 17.7157
internal_count=201047 425 200622 5123 3375 1748 1215 844 731 195499 75958 52608 5172 23350 2546 1252 119541 20804 1294 18616 1882 16734 2188 1200 1037 3891 3279 1795 47436 45877 34770 11107 8252 987 864 8080 8654 3285 988 2855 1559 1484 34299 1281 116256 61103 3136 570 338 55153 28555 24904 26598 21106 1651 3798 3651 3129 2566 2462 57967 2673 55294 32326 22968 978 24947 1457 23490 1406 2886 814 2072 1798 680 612 904 457 750 399 1379 1267 883 463 398 522 566 3227 3199 2564 2505 371 1125 419 296 692 901 245 471 282 568 533 635 265 274 1518 478 1021 475 2413 210
is_linear=0
shrinkage=0.0227381


Tree=728
num_leaves=66
num_cat=0
split_feature=86 179 138 64 188 59 218 212 67 56 205 191 151 121 142 149 212 221 225 232 209 180 147 153 226 212 147 190 81 183 179 161 218 204 195 232 223 219 233 14 208 14 46 233 219 156 153 231 232 205 57 213 127 223 183 131 76 120 124 205 196 229 174 154 231
split_gain=4.74573 4.88715 9.00432 4.66941 7.76693 5.43278 7.33563 4.01798 3.80671 3.61543 4.85273 5.01403 4.81754 3.5309 5.96745 7.28255 5.74737 4.93385 5.36913 8.26433 4.81202 4.005 3.98937 6.5651 7.71548 6.2059 5.56549 5.38296 4.12818 3.92385 3.86707 3.71047 3.64952 3.57925 6.99416 5.00054 4.50841 4.14403 6.03875 5.04729 3.39774 3.14506 2.93468 3.25128 2.84739 2.60869 3.68395 2.87048 3.37357 2.36293 2.15542 1.75082 1.72865 1.66111 1.36118 2.05294 1.18852 1.4377 1.01375 0.952989 0.744507 0.692172 0.69013 0.538191 0.127201
threshold=0.42625000000000007 0.71762112198416894 2.5000000000000004 1.0000000180025095e-35 0.88922972051806415 0.80725000000000013 -0.014710150659084318 -0.017663845792412754 0.16095000000000001 0.40915000000000007 -0.0082004019059240801 15.500000000000002 356.50000000000006 0.40962695480564365 -1442.7386363636363 437.80909090909097 0.020500682294368747 0.025286115705966953 0.019690305925905708 0.0020921747200191025 -0.052307408303022378 16813.312500000004 18.500000000000004 1570538.2500000002 0.0077696645166724929 0.015140634030103685 13.500000000000002 38.500000000000007 0.084650000000000017 -702.49999999999989 0.84073630813832378 0.66655722018715435 -0.00077632715692743648 -0.097684107720851884 12.269536019536021 0.0030151879182085399 0.015354440547525884 -0.026790630072355267 0.0087958392687141913 0.031945000000000008 0.053074134513735778 0.029709000000000003 0.0056500000000000014 0.0075893844477832326 0.020061801187694076 377235.33750000008 918164.25000000012 -0.010177026037126778 -0.012387042865157126 0.062808796763420119 0.020150000000000005 -0.0021618616301566358 15720.278357841895 0.0084501947276294249 -2721.4999999999995 0.14277511462662987 0.38795000000000007 2.5797168664102457 61.118412046543476 0.020338478498160843 0.5900719007677474 0.0028399671427905564 3.5000000000000004 1804688.5500000003 0.011907577048987152
decision_type=10 8 2 8 10 10 2 2 8 10 2 8 10 10 8 10 2 2 2 2 2 8 10 10 2 2 10 8 8 8 8 10 2 2 8 2 2 2 2 2 2 2 8 2 2 8 8 2 2 2 10 2 2 2 10 10 8 2 2 2 8 2 10 10 2
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leaf_weight=10.118644173722712 8.5628443425521272 20.743759558536119 3.6941446792334336 70.33247097209096 10.301166076213123 5.3090328499674824 12.384578707278704 7.6001078998669964 3.9316633744165292 5.5337579138576976 5.6413797102868557 3.4589416179805994 9.8692745962180179 4.3098706575110581 7.6766307698562732 14.213476054370405 9.2482470441609603 5.9771504453383377 12.018350768834354 7.4444665554910889 160.87543234042823 5.6498334184288952 54.613061961252242 14.000143014825882 8.4590847119689005 13.268978097476063 9.9430300099775213 9.4332528496161085 17.340845640748739 13.413297777995469 2.5419389847666034 13.770211916416882 14.29089518683031 746.50426838733256 87.056934487074614 71.107425082474947 24.362665429711342 9820.6289728223346 206.9021098613739 1169.7817075401545 3.5351311266422263 5.0364578813314429 14.735705024562778 5.2512354776263228 9.4312720252200943 6.7513194228522506 4.8620250066742363 4.0492660049349132 15.079913039226076 3.6567806694656602 18.95471747987904 5.7123084953054803 8.5072823506779951 8.1859910008497518 3.4356723092496457 19.60989663656801 8.0218244488351029 4.6933705466799438 2.9257569545879951 4.8844625428318977 9.8127106348983926 9.6940466156229359 3.1673593260347843 6.2970274584367862 3.2881378317251793
leaf_count=137 119 584 95 1361 160 69 139 125 95 152 74 86 189 101 133 221 102 95 177 98 2411 133 597 130 79 125 91 102 190 112 90 142 129 10858 1439 1125 529 146678 2963 25153 79 109 349 94 95 141 103 59 383 64 219 98 122 109 37 492 158 89 103 91 227 77 94 82 78
internal_value=0 -0.00494087 0.00218657 3.57343e-05 0.00469488 0.0088116 0.0121884 -0.00151101 -0.00355821 -4.71399e-06 0.00618346 -0.000678468 0.0134669 -2.84658e-05 0.00242158 0.00378631 -0.00406785 0.00557158 0.00657836 -0.00351365 0.00785771 -0.00480447 -8.72276e-05 -0.00362262 -0.00560714 0.00248742 -4.00703e-05 0.00598704 -0.00395565 -0.00897185 0.00452887 -0.00809663 -0.00126565 -6.33695e-05 -0.00269513 0.000294558 -0.00729753 -5.75397e-06 -0.00143685 0.000119418 -0.00827293 0.0123669 -0.00655521 -0.010402 -0.0117609 -0.00967289 -0.0035753 -0.00736122 -0.0104975 -0.00846423 0.0159633 0.00770861 -0.00507907 0.0190911 -0.0104498 -0.0120911 -0.00760146 -0.000303102 -0.0140802 -0.00742012 -0.00806352 0.0100433 0.0117688 -0.0127146 -0.0152334
internal_weight=0 91.244 30.0086 12800.6 101.657 67.4375 49.6439 17.7936 34.2198 12699 40.0284 24.6253 15.403 12659 288.4 246.028 43.529 202.499 188.015 19.4628 168.552 42.3714 12370.6 154.251 130.817 39.0689 12216.3 23.4334 25.7999 91.7485 11.3591 34.2807 27.7042 12196.7 252.859 158.164 94.6951 11943.8 953.406 10990.4 61.2353 13.5993 30.2881 19.9869 64.0443 57.7002 30.7425 23.9912 19.1292 31.0122 39.5253 11.3537 14.4844 27.1407 27.3554 23.0456 16.4093 8.38752 26.9577 12.4846 13.2717 19.6371 5.7093 20.5105 24.0319
internal_count=200940 2100 570 198840 1587 889 604 285 698 197253 826 485 341 196427 4594 3583 547 3036 2819 275 2544 1011 191833 1559 1327 394 190274 232 269 933 317 445 241 190106 4454 2564 1890 185652 13821 171831 1530 228 603 443 692 1451 686 545 442 694 467 172 217 328 630 529 342 184 765 216 313 168 184 303 662
is_linear=0
shrinkage=0.0227381


Tree=729
num_leaves=112
num_cat=0
split_feature=176 130 13 231 182 192 57 223 182 26 14 208 233 142 189 208 134 18 134 124 144 182 31 40 185 178 182 177 213 81 171 198 202 55 185 145 133 204 213 182 152 152 145 209 180 17 204 213 181 209 181 145 214 230 202 192 31 199 180 195 181 18 133 179 179 100 59 211 194 56 181 133 202 228 213 174 224 187 143 212 145 220 180 145 151 124 151 65 118 202 144 126 194 89 152 154 133 152 74 30 220 134 154 228 124 70 186 126 212 71 182
split_gain=4.20786 8.18812 9.71344 10.8252 9.27844 10.4809 8.41992 7.67787 7.23314 8.77157 7.78784 6.54069 6.38154 6.90469 7.23181 6.34435 6.93424 6.26662 6.25492 13.4171 6.82669 6.71405 8.7612 7.98313 8.2035 7.65335 9.07496 8.06763 11.0639 7.89176 7.27921 7.22738 6.44211 6.18567 6.08055 5.88168 5.83828 5.71342 6.22106 5.69895 5.66922 5.58471 5.4703 5.55149 6.27165 5.38259 5.11858 5.39345 5.00937 5.69426 5.74861 4.92963 4.90066 4.77397 4.75422 4.51667 4.40144 4.44704 4.34151 7.2967 11.6015 9.93115 9.74724 9.72303 12.9936 9.40639 8.6986 7.5513 7.74416 7.34039 7.26241 7.06413 7.59446 6.971 8.19901 7.99399 7.80583 6.86616 6.77848 6.77804 6.29096 6.07327 5.69567 5.47424 5.25502 13.9443 10.3999 9.84913 9.83299 11.221 8.97237 8.33225 7.24109 6.64362 6.60193 7.88766 6.82795 9.86344 8.53875 8.20928 8.00903 7.58768 7.23932 6.77254 5.99741 5.9803 5.62022 5.20534 8.281 5.20097 5.58511
threshold=8.5000000000000018 0.50606836683251899 1.5000000000000002 0.0076605889480561027 -417.9444444444444 0.41035208572522014 0.053250000000000006 0.008094660937786104 -1048.9285714285713 13.500000000000002 0.018717500000000001 0.034976772964000709 -0.013123743236064909 -1550.1547619047617 0.023575729504400188 0.038058880716562278 0.31782067107220163 -4194.4999999999991 0.11454421248611517 43.913757700205345 -208.49999999999997 -926.95833333333314 8.5000000000000018 0.5098273626070754 526.62624107142858 0.43614130434782611 -356.4188311688311 0.40312500000000007 0.0025998397031798963 0.067850000000000008 144.50000000000003 0.049069502244333714 -0.039223698899149888 0.0059500000000000013 700.50689516129057 1048.0868140077232 0.070222491847908047 -0.10439054295420645 0.0058920772280544051 -1206.9166666666663 40936.500000000007 121500.96300000002 197.99779023444731 -0.027591278776526448 21274.917750000004 -8636.4999999999982 -0.03013757802546024 0.0061369563918560752 398450.10000000003 -0.039917286485433572 143521.26136363638 752.20906738656652 -0.020365854725241658 -0.001702836016193032 -0.05796579830348491 0.10622179239200517 12.500000000000002 45910.756022727277 8711.527500000002 20.707107843137258 92402.175000000003 -4748.4999999999991 0.088160015446787185 0.98495272972538517 0.58767250823054573 1.0000000180025095e-35 0.75500000000000012 -0.021132047288119789 0.052402745995423348 0.21690000000000004 66873.535714285725 0.072194300276329795 0.13535322248935702 0.0034390708897262816 0.00911472085863352 3.5000000000000004 0.016435861587524418 14.807955742887252 -2751.4999999999995 -0.0090919416397809965 485.00351802792164 0.010263263247907163 6012.9450000000006 123.0528331077107 1086.5000000000002 63.524982888432582 1454.5000000000002 0.0055500000000000002 1.0000000180025095e-35 0.12627407908439639 -196.49999999999997 0.18248579179116761 0.40103092783505162 6.5000000000000009 1436647.5000000002 3881909.2950000004 0.21199309786148221 126525.09750000002 0.019950000000000006 4.5000000000000009 -0.023459324613213536 0.45783062351079812 238457.25000000003 0.0088643440976738947 38.520191649555109 0.28860000000000002 18234.270000000004 0.09946200605926972 -0.0074385611806064835 0.065350000000000005 -610.98412698412687
decision_type=10 10 2 2 10 8 8 2 10 2 2 2 2 8 10 2 10 2 10 2 10 10 2 8 8 10 10 10 2 8 8 8 2 10 10 10 10 2 2 8 8 8 10 2 10 2 2 2 10 2 10 10 2 2 2 10 2 10 8 8 10 2 10 10 10 2 10 2 10 10 10 10 2 2 2 8 2 8 8 2 10 2 10 8 10 2 10 10 10 2 10 2 10 10 10 10 10 8 8 2 2 10 8 2 2 10 8 2 2 8 10
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internal_value=0 -0.00048089 0.00429825 0.013717 0.0190604 -0.000601528 -0.00253323 -0.0031146 -0.00353081 -0.00105365 0.00103589 0.00991971 -0.000537232 -0.00558872 -0.00698556 0.000607335 0.000494767 -0.00872513 0.00641539 0.0103664 -0.000253206 0.00304367 -0.00124885 0.00668724 0.0110723 0.0132411 0.00218102 0.000483079 3.01297e-05 -0.00164056 0.000706295 0.000474875 0.00075465 -0.00119601 0.00439889 -0.00366692 -0.000914509 0.00197935 0.00093046 0.00409655 0.00582841 0.00977983 0.000601882 -0.000889174 0.000430736 -0.00533458 -0.00296683 0.00143572 0.00107377 0.00131514 0.00225384 0.00256157 0.00503229 0.00692923 0.00868303 -0.00143112 0.0100677 0.00114171 0.0016716 0.00410733 0.00580721 8.66025e-05 -0.00467542 0.00138193 0.000766481 -0.00611655 -0.00299212 0.00647125 0.00578453 0.00808744 0.0114496 -0.000131779 -0.000708837 0.000479333 -0.00146107 -0.00294699 -0.00470721 0.00524608 0.00642428 0.00315548 0.0050751 0.00880877 0.000510649 -0.00417991 -0.00379035 -0.000489979 -0.00588513 0.000109733 0.00563367 -0.00306274 -0.00461747 0.00340371 0.00209735 0.005302 0.0139417 -0.00215088 0.00330951 -0.000426291 0.00518768 -0.000467068 0.00246367 0.00443051 0.00548257 0.00786755 -0.00153416 -0.000701644 -0.00227382 -0.000228083 -6.62649e-05 0.00186291 0.000488831
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internal_count=200966 89769 3237 651 485 86532 13679 13207 12844 5518 4581 545 4036 7326 6059 1504 1267 4555 472 346 72853 3987 1862 2125 1116 1053 1270 111197 71443 14900 7749 56543 53059 5785 1283 7151 2474 1484 51696 3790 3060 1880 47906 16749 12792 3957 730 31157 29277 39754 26828 25791 9592 6936 6032 2656 5004 16199 15352 6576 4828 8776 3105 5671 1180 4677 4502 1880 1964 1656 1266 12926 11928 8324 4799 4092 3604 998 707 3525 2448 1138 1310 3581 4404 2325 3400 1029 342 3484 2765 719 531 458 1056 1077 448 902 543 68866 5115 3928 3703 3007 696 63751 18200 45551 44822 11345 6681
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Tree=731
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is_linear=0
shrinkage=0.0227381


Tree=732
num_leaves=112
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split_gain=5.40812 5.5681 8.75207 7.79305 7.78275 10.0776 9.45072 9.29935 8.78962 8.41855 8.40361 8.27929 8.1306 8.06339 7.78924 7.93421 7.68334 8.62344 7.5933 7.41094 9.48073 8.95141 7.44887 8.76798 7.62094 7.16217 6.95603 6.85965 6.69451 6.40617 6.39407 6.24281 6.13476 5.80997 5.78057 5.68783 5.6785 5.84779 5.57392 5.36646 5.334 5.76862 5.23076 7.9076 8.07553 7.81283 8.64041 9.10574 7.5438 6.87621 5.99294 6.67671 5.84427 5.80211 5.78311 5.91012 5.78141 5.69915 5.60052 6.17673 13.6507 8.62184 8.47645 9.06665 8.1399 7.90441 7.81513 7.92032 6.2934 7.90711 7.3024 6.07352 6.84804 9.06549 8.63011 7.26674 6.98495 6.17208 6.08296 6.00485 5.66875 7.92298 9.69267 7.45909 5.54483 9.64094 5.42919 6.46426 5.31303 5.28705 5.27097 5.20144 5.43826 4.93986 4.9309 4.91708 4.83237 4.79331 5.63456 5.35641 5.67031 4.76436 5.3071 4.76324 4.72839 4.58985 4.44124 5.1373 4.53837 6.22313 4.62735
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decision_type=8 2 2 2 2 8 8 2 10 10 10 2 2 2 10 8 8 8 10 2 2 10 2 8 10 2 2 2 2 8 8 8 8 8 2 2 2 10 2 2 2 2 10 8 2 2 8 10 8 10 10 8 2 10 2 10 10 10 2 10 2 10 2 10 10 8 2 8 8 10 10 10 10 2 2 10 10 2 2 10 2 10 8 2 2 10 10 8 2 10 2 2 10 10 2 10 2 8 2 2 2 2 10 2 8 2 10 8 2 8 2
left_child=42 2 -2 95 5 9 12 10 14 39 11 13 27 -8 29 -16 34 32 97 22 -21 38 -7 31 -25 30 35 -6 -27 -9 -11 -24 -18 -19 93 -10 37 -29 -22 -5 -20 91 43 50 45 -45 47 54 49 -48 51 -1 -44 -54 -47 -56 94 -58 59 60 61 88 -62 -64 -63 66 67 -61 70 -70 -67 80 75 76 -75 77 -74 -73 -77 -68 84 82 -82 -83 89 -86 106 -88 -52 -60 -89 92 -42 -14 -50 -3 -94 -4 105 100 -100 102 -12 -23 -38 -99 108 -108 -46 110 -110
right_child=1 3 18 4 6 19 7 8 26 25 101 -13 16 -15 15 -17 17 33 40 20 21 103 23 24 -26 28 -28 36 -30 -31 -32 -33 -34 -35 -36 -37 104 -39 -40 -41 41 -43 52 44 86 46 48 -49 56 -51 58 -53 53 -55 55 -57 57 -59 71 65 62 64 63 -65 -66 68 79 -69 69 -71 -72 72 73 74 -76 78 -78 -79 -80 -81 81 83 -84 -85 85 -87 87 90 -90 -91 -92 -93 96 -95 -96 -97 -98 98 99 -101 -102 -103 -104 -105 -106 -107 107 -109 109 -111 -112
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leaf_weight=19.958683915087022 22.295747756958008 54.873080829158425 30.679305559489876 15.167825950309636 22.836976706981659 19.065222197212279 74.274341238196939 103.30456255748868 31.020107922144234 25.79942179331556 12.452113959006963 16.827153421938419 16.452860456658527 22.268167743459344 22.080022265901789 280.2715370093938 34.811402982566506 82.695831906981766 12.600532859563826 6.0056230202317229 80.659545820672065 17.211126371752474 22.640602247789502 102.00476420996711 27.758089259732515 6.8702723460737607 8.7328906841576082 37.858855108730495 41.656286718556657 54.530517498031259 8.5112921060062927 473.02381898742169 51.323257890529931 233.80225930688903 18.748770168982446 20.876870855689049 10.341628555906938 15.94099425524473 8.7570590479299408 15.053066586609928 4.9611104829236856 8.23216106276959 8.6727850753813964 48.414900481700897 191.24203284084797 9.1350604305043799 12.99678045557812 7.9565587174147359 6.8181180246174362 15.988063829019664 41.648334805853665 36.678255972452462 16.057753879576925 7.779842077754437 20.296812011860311 12.614570285659282 41.835159628186375 5.7957572373561552 2881.8737754160538 17.925805381964892 59.652682282030582 36.94406237732619 49.652412756346166 66.632392764091492 24.810297637246549 1214.9780590985902 115.42556559015065 141.81527136918157 630.77384714782238 94.300484761595726 34.922217445448041 577.54704181291163 2070.7347284152638 32.343052243813872 59.846047246828675 87.964455252513289 360.67382831429131 81.652851782739162 7.1646101847290984 60.752157222479582 68.129596174694598 39.708380348980427 110.25579941086471 103.06703336536884 225.26900934427977 171.49546971917152 9.4359591305255872 25.619109362363819 12.459641129709778 290.87595362402499 2.3343722447752944 6.2481806809082618 31.578144667204469 33.468898012535647 11.028048900887368 9.8878324236720783 4.8150079371407619 9.835279821418224 65.21984538435936 41.778471006080508 12.616231219843028 26.436741597950459 85.095957306213677 6.8467556545510879 9.139778934651984 25.515668206848204 7.6519461791031089 10.665602419991044 33.454257317818701 23.202071646228433 10.683550615794955
leaf_count=429 340 1003 179 208 351 235 1261 1626 353 345 186 241 243 419 291 3734 338 1436 281 98 1125 257 390 1229 534 124 111 602 621 1051 244 7042 521 4606 327 297 105 223 101 223 57 176 161 792 3439 164 280 63 86 354 439 420 189 121 316 182 765 45 48496 363 967 842 625 1216 432 19993 2298 2543 8333 1528 319 9910 23516 524 935 1758 4369 662 122 1396 1531 697 1590 1715 5210 3778 284 1156 108 5875 73 113 534 577 145 179 112 252 878 694 178 287 904 140 238 605 99 203 265 243 76
internal_value=0 0.00112942 -0.00187636 0.00150151 0.00173832 0.00338941 0.000631136 0.00228104 0.000550656 0.00949655 0.00592591 0.0101755 -0.00157454 0.0125824 -0.000575306 0.0015607 -0.00280711 -0.00400412 -0.0031722 0.00238998 -0.002669 -0.00458458 0.00335065 0.00381725 0.00890529 0.0129375 0.00810685 0.00420337 0.0179641 -0.00453634 0.00365286 0.00235607 0.00220545 -0.00570771 0.00387579 0.0110957 0.0074188 0.0108043 -0.00778017 -0.000711675 0.00303322 0.00602553 -3.89671e-05 -7.11067e-05 -0.00281549 0.000831401 0.0034755 0.0103382 -0.000716626 0.0076402 7.28534e-05 0.00694174 0.00805587 0.0127707 0.0141921 0.0178101 -0.00487348 -0.00861454 2.69707e-05 -0.000874748 0.00219915 0.00797398 -0.00179816 0.00181407 0.0132281 -0.00126961 0.00191956 0.00543034 -0.00181802 -0.000129085 -0.0027902 0.000355013 0.00107476 0.000502179 0.00718478 0.00296305 0.000224373 0.00380834 -0.00272446 -0.00136823 -0.000252409 0.0026011 0.00568723 -0.00135874 -0.000514784 -0.00301911 -0.00501615 0.00263162 0.000985691 -0.000194293 -0.00332015 0.00897119 0.0116651 -0.000622919 0.00466556 -0.00581265 0.0143804 -0.00549277 -0.0070566 -0.0092752 -0.00485143 0.00163224 0.00394306 0.00621365 -0.00237589 0.000796153 -0.00609699 0.00346063 -0.00686364 -0.00153725 0.00342328
internal_weight=0 2543.76 276.376 2267.38 2202.62 877.031 1325.59 758.171 520.817 113.058 237.354 113.37 567.422 96.5425 460.187 302.352 471.303 402.633 254.08 763.973 119.48 113.474 644.492 625.427 129.763 82.8373 60.6299 96.1182 48.5266 157.835 34.3107 495.664 86.1347 316.498 68.6705 51.897 73.2813 53.7998 89.4166 30.2209 68.4351 55.8346 10367.6 10335.1 507.169 192.88 144.465 50.003 94.4619 28.9848 9827.93 56.6369 32.5104 23.8376 42.0464 32.9114 65.4771 47.6309 9771.29 2602.69 291.8 115.862 175.937 116.285 61.7544 2310.89 335.919 159.741 1974.97 725.074 1249.9 7168.6 3277.93 2523.6 92.1891 754.329 2431.41 659.2 95.1291 176.178 3890.68 321.161 178.385 142.775 3569.51 396.764 314.289 37.3894 54.108 3172.75 27.9535 47.6024 41.3543 49.9218 17.8462 64.7609 36.3932 185.645 154.965 119.615 77.8361 123.985 97.5481 24.0579 19.4814 35.3509 276.899 18.3175 258.582 67.3399 44.1378
internal_count=201265 38825 4399 34426 33244 12916 20328 10761 7463 1765 3298 1921 9567 1680 6702 4025 8048 6901 4059 11151 1721 1623 9430 9195 1763 1334 761 1519 745 2677 589 7432 859 6042 1147 650 1168 825 1226 431 1273 992 162440 161969 9030 3192 2400 725 1675 634 152939 849 471 310 662 498 1041 810 152090 41402 4629 1821 2808 1841 1274 36773 6600 2906 30173 9861 20312 110688 41796 29344 1459 12452 27885 10572 1880 3694 68892 5533 3121 2412 63359 8988 5838 1513 547 54371 1229 816 703 820 231 1182 646 2786 2607 1750 1056 1377 1090 397 343 857 4325 302 4023 584 341
is_linear=0
shrinkage=0.0227381


Tree=733
num_leaves=96
num_cat=0
split_feature=193 95 208 188 176 39 30 230 220 197 138 218 207 191 177 208 180 219 185 145 178 230 231 177 39 228 177 123 224 31 178 190 14 220 127 24 134 136 157 233 180 217 154 215 178 190 231 195 136 91 123 220 142 210 220 133 183 156 123 197 207 131 14 180 188 220 183 179 230 30 174 86 206 122 225 149 90 121 121 126 182 220 226 208 17 195 157 171 155 231 144 215 230 227 218
split_gain=4.77571 6.02395 6.06476 5.01124 4.87981 6.99342 10.1281 11.8842 9.30439 6.91673 8.38139 8.76319 7.57612 7.40339 7.31371 7.68609 7.1613 6.62551 6.53982 6.4705 6.3379 6.27508 6.20663 10.093 7.2532 5.88039 5.81756 5.44506 5.27374 4.99873 5.83341 4.83087 5.41225 5.84022 5.06649 10.4172 11.7292 7.60679 7.55447 7.21679 7.17812 4.87414 4.8278 5.472 5.43303 4.76741 4.76722 5.62562 4.68382 5.84319 4.60309 4.47898 9.23485 8.51283 6.9802 9.66929 6.71572 4.90284 4.46788 4.43837 4.41233 4.21729 4.05805 4.04306 3.78857 3.74296 3.69314 4.25206 3.68412 3.62939 5.72987 3.58775 3.20646 3.20414 3.20023 3.19707 2.75803 3.11013 2.67079 2.30777 2.23685 2.00229 1.90131 1.86772 1.64057 1.58869 1.61049 1.12909 1.0952 0.769753 0.571691 0.337108 0.311294 0.179029 0.117617
threshold=1614.5000000000002 1.0000000180025095e-35 0.015887197107076648 0.61555256970104144 10.500000000000002 0.67493624711223432 1.5000000000000002 0.0008839635702315719 0.013790553901344539 1.113787874304643 3.5000000000000004 0.0019988949643448 0.041353398934006698 83.500000000000014 0.50714285714285723 -0.010646981652826069 11302.884375000001 0.0035551080945879225 1070.1741830357146 856.15004303691296 0.59761904761904772 -0.017833210527896878 0.0052698974031955012 0.50714285714285723 0.25888172162123974 -0.014094414655119179 0.30901856763925734 0.9999992843071196 0.0040308178868144759 12.500000000000002 0.18350168350168353 187.50000000000003 0.0073175000000000002 0.010485806502401831 34692.110043292902 1.0000000180025095e-35 0.11083312422180762 5.5348372946185389 302568.75000000006 -0.013617273420095442 15270.361875000001 0.0061641542706638583 2540249.5500000003 0.006518563488498331 0.34698996655518399 50.500000000000007 -0.030563337728381153 26.107919254658388 2.703237746707607 1.0000000180025095e-35 0.83472385856200304 0.0228570681065321 -1943.9545454545453 -0.0023660185979679223 0.021417389623820785 0.048395559423736946 -2836.4999999999995 124949.25000000001 0.9999970358201189 1.0673880160870575 -0.037519613280892365 0.15966641019975317 0.0086000000000000017 26087.360785714289 0.6857890800299179 0.0081920344382524508 -1792.4999999999998 0.87151324138426012 -0.015784793533384796 1.5000000000000002 1.5000000000000002 0.03135000000000001 0.042497437447309501 0.027594034168023449 0.00071704588481225084 -592.77499999999986 1.0000000180025095e-35 0.37501240071307901 0.25152424455354366 0.31072901219056326 -721.95454545454538 -0.0051138813141733399 0.00039640454633627092 -0.040324037894606583 -7971.4999999999991 1.0000000180025095e-35 3528534.9825000004 328.50000000000006 163638.28350000002 -0.0027515246765688057 -356.49999999999994 0.018576556816697124 0.014705627225339414 0.0072084977291524419 0.010707699693739416
decision_type=10 2 2 8 10 10 2 2 2 10 2 2 2 8 10 2 10 2 8 8 10 2 2 10 8 2 10 10 2 2 10 10 2 2 2 2 8 10 8 2 8 2 8 2 10 10 2 8 8 10 10 2 8 2 2 8 8 8 10 10 2 10 2 10 10 2 10 8 2 2 8 10 2 10 2 8 10 10 10 2 10 2 2 2 2 10 8 8 10 2 10 2 2 2 2
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internal_count=200943 199923 6026 5121 433 905 4688 4537 833 3704 2657 643 629 1047 571 2014 545 491 378 193897 983 863 636 227 192914 43301 21950 16069 5881 3700 21351 3399 3359 1807 12369 1543 10826 149613 8084 141529 6333 3416 1445 4151 6467 4194 3316 2917 1417 972 14884 1227 507 1592 1971 1500 3179 1138 2041 477 13657 137378 12126 3999 8127 13160 125252 4117 121135 497 2273 384 1751 1326 2482 1896 586 878 1180 425 1889 425 476 495 211 1020 703 341 317 206 204 360 720 200 423 174 251 291 200 503 269 299
is_linear=0
shrinkage=0.0227381


Tree=735
num_leaves=85
num_cat=0
split_feature=171 121 219 207 156 230 195 222 195 183 232 202 127 170 180 40 191 195 232 121 222 171 183 46 190 150 121 182 224 161 8 117 209 181 93 19 207 62 182 161 153 155 141 211 78 211 136 79 128 149 131 179 93 136 136 18 223 150 136 119 39 209 230 184 202 156 124 218 211 211 153 141 149 181 79 124 141 70 161 219 149 219 183 134
split_gain=4.44099 4.93976 5.22245 4.86971 3.83035 3.77238 3.82769 3.74677 6.58731 4.64152 5.18268 5.23092 4.45115 4.08753 3.69178 5.92996 4.50909 4.34145 3.99662 3.94883 3.84827 6.5326 6.59057 5.78875 5.42596 5.95092 4.19617 3.92943 5.13599 4.48893 3.73684 9.51772 6.25516 7.4047 7.41477 4.81503 4.81272 3.84926 8.38929 10.1661 11.5206 7.84006 7.61428 9.14515 5.00653 4.75389 4.59999 7.03209 4.2822 4.08745 3.46417 3.46368 3.29865 3.78003 3.22231 3.1583 3.1457 3.03807 3.00162 2.95095 2.92149 2.79121 2.68915 2.62424 2.60307 2.4937 2.39823 2.30586 2.25676 2.1057 2.01058 1.89521 1.78333 1.62016 1.56637 1.40211 1.39848 1.26796 1.25949 1.00193 0.944381 0.864149 0.711753 0.31334
threshold=546.50000000000011 0.27710248378140928 0.019331683404743675 -0.03184866160154342 5237646.7500000009 -0.017474773339927193 24.751623376623382 -0.0094952913932502252 10.502577319587632 -2452.4999999999995 0.0073271766304969796 -0.050117665901780122 19549.388964843016 18.861904761904764 45044.709750000009 0.71046407264843303 21.500000000000004 25.556466302367948 -0.0060118646360933772 0.1311816702986337 0.04084154590964318 11.500000000000002 -1872.4999999999998 0.05365000000000001 24.500000000000004 -1051.4999999999998 0.20131129053149918 -267.95454545454544 -0.030452007427811619 0.79091037558954924 113112.00000000001 1.0000000180025095e-35 -0.055111110210418694 72338.250000000015 -609.49999999999989 1.5000000000000002 0.070977244526147856 0.051750000000000011 -1019.20202020202 0.33331544169366661 391531.50000000006 116930.98125000001 0.015324092354240268 -0.016901791095733639 1.0000000180025095e-35 0.0080843707546591776 5.8833422092308956 0.067150000000000015 10505.250000000002 -518.36666666666656 0.20325460883535643 1.1111055815831852 -289.49999999999994 0.92767580367032931 1.6049419597610128 -4184.4999999999991 -0.0041381123010069123 -551.49999999999989 0.79154262890192617 3.5000000000000004 0.40743569423347942 -0.0091512738727033121 0.0081459786742925661 153890.10000000003 -0.031869936734437936 3521881.3275000001 33.772758384668045 -0.046979362145066254 -0.017240390181541439 0.030447266064584259 225002.25000000003 0.23294138619942714 -1008.4083333333332 698389.12500000012 0.051150000000000008 32.362765229295015 0.30251625466097976 0.031450000000000006 0.41449659173310577 -0.021800131537020203 1575.1666666666667 -0.023673573508858677 -726.49999999999989 0.31161110425740618
decision_type=10 10 2 2 10 2 8 2 10 8 2 2 2 8 10 8 8 10 2 10 2 10 10 8 8 10 10 10 2 10 8 10 2 8 10 10 2 8 10 8 10 8 2 2 8 2 10 10 10 8 10 10 10 10 10 2 2 8 10 10 10 2 2 10 2 8 2 2 2 2 10 2 8 10 8 2 2 10 10 2 8 2 10 8
left_child=4 2 5 -4 14 -2 65 8 76 12 13 -12 58 -11 20 17 18 19 -17 50 30 23 52 26 25 -24 74 28 -25 -30 31 32 36 35 -35 -34 70 38 39 40 -32 -41 45 -44 49 -40 48 -48 -46 68 -16 72 53 -23 75 -51 -3 -28 -9 62 71 -61 63 -33 -8 78 83 -27 -39 -15 -1 -19 -21 -20 -22 -52 -6 -5 81 -74 -18 -7 -83 -10
right_child=1 56 3 77 7 6 64 9 66 10 11 -13 -14 69 15 16 80 60 73 51 21 22 24 27 -26 67 57 -29 29 -31 37 59 33 34 -36 -37 -38 44 42 41 -42 -43 43 -45 46 -47 47 -49 -50 55 54 -53 -54 -55 -56 -57 -58 -59 -60 61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 79 -75 -76 -77 -78 -79 -80 -81 -82 82 -84 -85
leaf_value=0.021377973603104873 0.0042732096508976214 -0.0044431532406569675 0.012323241528839336 0.0016368602564354831 -0.011073844691654813 -0.001089760544939495 -0.0059628601254957826 -0.0028450175406929605 0.0024674120231319326 0.0010441372069767579 -0.007776506632889868 0.012369248689451889 -0.0067615213996980025 -0.016991098774319542 0.0067272451154941964 -0.0037439895653864712 -0.0073690788703017068 0.01094621737541933 0.020737182014674397 -8.9937673357748306e-05 0.0018424049556196769 0.0036570103971629193 -0.0099170285724623393 0.0054442588875657557 0.014461005704782327 0.012733643364393126 0.01555436390163825 0.0033777199498787563 -0.012362053208804655 0.0033061012631108748 0.0073202616555627306 -0.01547629511451193 0.00081974839308397772 0.0009812958914322456 0.0096245079229947822 -0.0091405975938145308 -0.0016432749267519925 0.0051589447363768488 0.016641316974771093 -0.00060455085224373286 -0.0051107072703558418 0.012761806845506304 -0.0054576855025505206 0.001419977598993902 -0.0077940568666455901 -0.0022446168367417372 0.0051017336212506844 -0.0066075273004708333 4.4234604827296188e-05 0.015119824177878603 0.0014777201648644637 0.0033363996268029814 0.003546963720557521 -0.013716193638475677 0.0060011623325888939 0.003812864532267415 0.011288202980696788 -0.0017125497713374074 0.015046578424927836 -0.0061014366166524678 -0.0062429094863615878 0.0083747346455015428 0.0021161799660914075 -0.00071464940079838746 0.0070758986071461655 0.0016134512470339642 -0.00064447161683162124 -0.0013927119602524199 -0.0071714531107454436 -0.00024060229370598854 0.0020091798137324536 -0.0015668784443893314 -0.0014178914972399201 3.5633095113741653e-05 -0.0087558532577415686 -0.011731736941572231 0.001561828960202396 -0.0090731152639332187 -0.00065383894003116902 -0.016760877202775876 0.0028500043845483699 -0.017673859957951107 -0.0022300107268882776 0.016709328871882326
leaf_weight=11.567480783909565 5.3129490967839947 4.872336614644154 6.5706369802355793 6.0356924165971559 7.1166793536394852 3.2624906376004139 9.3348039221018535 3.8289616415277141 4.5672660353593537 8.3638762906193715 5.2166257500648499 4.8183281491510552 7.412936540786176 30.904798563104123 9.3062644796445984 2.7069735534023502 5.2843844508752218 8.2304870926309395 4.8605155332479635 4.3416684912517667 9.0274169030599296 4.8922306038439336 9.5693337759003061 5.9333442151546469 19.031036215368658 6.5364171862602234 6.1377734821289778 9.6621641609817726 79.202633528038859 7.0329383686184874 63.811683795414865 18.245455687167127 101.97764487692621 105.0129367550835 96.01585765182972 24.18909590691328 6.9018742740154257 4.62613660655916 13.36826223600656 28.522486578673124 73.950732731260359 89.619566146284342 135.8564412239939 316.84096372686327 27.555674714734778 7.3674201453104606 171.30691934004426 23.503722667694092 10950.33494716417 14.769211407750843 2.9582962288986954 3.3855832009576252 10.43116537388414 13.625642337836323 2.8438859025482079 48.376711654243991 8.0921311269048584 5.8046364807523769 5.5913574765436351 4.6279490939341486 6.3498015424702308 6.440326558891682 5.9565715524367979 9.2355214725248498 5.5826755678281179 3.5721274008974353 7.0861916728317729 7.3515755948610586 12.371876150835304 4.5800592433661214 5.46322052553296 6.9462402411736539 4.1231528872158369 2.3219859097152948 6.7201048079878101 13.204859080491586 3.7037693215534091 5.0206149299629033 3.8645528983324757 30.016646220348775 1.5638002455234525 31.908888273173936 4.4326966467779334 4.695753167849035
leaf_count=166 110 101 81 113 211 84 158 67 74 134 158 88 173 827 86 137 288 91 196 160 130 76 172 95 216 55 95 122 1260 62 1388 466 2034 2161 1479 560 158 88 158 342 1742 1322 2018 4660 318 85 4791 796 164261 243 66 90 142 249 115 636 132 82 129 100 132 108 153 154 73 76 156 112 285 102 112 107 82 87 120 391 104 133 38 812 57 774 97 91
internal_value=0 -0.00448697 -0.00648412 0.00332958 0.000176525 -0.00914158 -0.0106726 -0.00411839 0.00250791 -0.00666019 -0.009573 0.00314046 0.00274777 -0.0125205 0.00021243 -0.00380777 0.006466 -0.00607647 0.012828 -0.00858141 0.000249666 -0.00280648 0.00252253 -0.0057198 0.00763181 -0.000301404 0.00283533 -0.00808579 -0.00947326 -0.0109003 0.000301198 0.00245168 0.00373394 0.00270791 0.00533497 -0.00155121 0.0133377 0.000228485 0.00181943 0.00506297 0.000739074 0.00971271 7.14203e-06 -0.000707286 0.000124059 0.0112399 8.1268e-05 0.0034694 1.84744e-05 0.00550356 -0.00134318 -0.0124134 -0.00500664 -0.00942197 -0.00615944 0.00795271 0.00596157 0.00995783 0.00988675 -0.00663118 0.00220832 0.00230035 -0.00945355 -0.0118681 -0.00027996 -0.0134156 0.00980119 0.00758252 -0.0032097 -0.0152979 0.0179236 0.00672348 -0.0141554 0.017711 -0.00417517 -0.00964024 -0.00797203 -0.00506791 -0.0147132 -0.0155661 -0.00474769 -0.0157236 -0.0165774 0.0142558
internal_weight=0 97.8626 84.8981 17.6269 12785.1 67.2712 61.9582 97.8866 27.1697 70.7169 53.8837 10.035 16.8333 43.8487 12687.2 108.445 16.7377 91.7069 9.88947 70.1804 12578.8 200.958 71.4374 129.521 42.4884 23.4573 27.6899 101.831 92.1689 86.2356 12377.8 395.634 351.128 327.196 201.029 126.167 23.9326 11982.2 729.338 255.904 137.762 118.142 473.433 452.697 11252.8 20.7357 11172.7 194.811 10977.9 80.1439 28.3133 41.8671 28.949 18.5179 19.007 63.1459 12.9645 11.9424 9.42032 44.5058 21.5265 11.0683 33.4375 27.481 14.9175 47.0408 16.3492 13.888 16.998 35.4849 17.0307 15.1767 38.4815 7.1825 15.7475 16.1632 10.8204 11.0563 43.4686 34.1398 6.84818 39.6041 36.3416 9.26302
internal_count=200953 1970 1737 327 198983 1410 1300 2314 636 1678 1309 246 369 1063 196669 2897 765 2132 420 1802 193772 2988 1022 1966 555 339 427 1539 1417 1322 190784 7651 6670 6234 3640 2594 436 183133 11715 4794 3130 1664 6921 6678 171418 243 170166 5587 164579 1252 658 1144 467 325 572 879 233 177 196 981 330 208 773 620 231 1069 321 167 373 929 278 198 1054 283 250 457 315 246 993 894 345 955 871 165
is_linear=0
shrinkage=0.0227381


Tree=736
num_leaves=112
num_cat=0
split_feature=167 154 40 210 176 123 19 195 233 227 126 223 216 72 58 152 180 199 217 210 134 161 151 208 233 187 151 157 178 210 229 214 83 227 221 192 208 136 31 86 223 151 207 233 120 192 169 187 152 142 141 126 141 135 65 154 122 154 122 206 222 157 176 76 191 177 154 217 218 203 218 180 216 71 221 86 189 40 79 1 128 59 59 79 183 198 197 183 56 123 153 187 157 217 218 132 171 1 182 204 141 187 206 231 123 214 171 79 119 67 127
split_gain=4.05492 4.11099 4.02952 7.74643 9.96262 7.80184 10.4373 8.32494 10.389 8.15297 8.17026 11.1255 7.55565 7.54628 7.08318 7.68577 6.93484 6.86959 6.77891 6.6937 9.2448 9.29224 8.88295 8.08265 6.64819 6.51927 9.39833 6.82116 7.82478 7.00827 6.18784 6.10762 7.95791 6.09556 5.98386 8.36133 7.69353 10.502 9.45946 10.4557 8.8319 8.17789 9.10974 8.84553 7.26 6.83865 11.0873 10.9031 9.47294 8.69365 10.1967 8.49333 8.32228 7.54236 7.07667 8.10876 7.05422 6.99304 6.26649 7.79854 7.4068 7.38482 8.20904 10.5274 8.3192 7.59778 8.66426 7.07943 6.49489 6.26066 6.68598 6.13537 5.91475 5.81651 5.71821 5.63346 5.83551 5.47322 5.30472 11.8171 9.01478 7.83061 6.43177 7.53072 7.02613 5.13189 4.94234 4.91434 4.79822 8.13686 4.78773 5.71873 4.78563 4.72783 4.6993 5.71255 4.653 4.64078 4.58048 4.49261 4.26273 4.10425 4.08913 3.8593 3.77656 3.77229 3.61531 3.42219 3.39312 3.48705 3.33472
threshold=2.9500000000000006 112868.10000000002 0.52867977024238411 0.029303452000021938 14.500000000000002 0.91986132381339558 21.500000000000004 20.707107843137258 -0.0057144472375512114 0.0014488766319118442 0.078304951373566786 -0.0073362805414944878 0.016510903835296634 0.96295000000000008 0.96895000000000009 1915601.7277500003 8279.7750000000015 441263.7927609891 -0.023187062703073021 0.049998188391327865 0.2143390370603003 0.53125207406382391 -85.499999999999986 0.029099344275891784 -0.012881726957857607 18.593171296296301 1338.5000000000002 494862.75000000006 0.10263157894736843 0.053486935794353492 0.015142614487558605 0.0056850982364267119 0.0035500000000000006 -0.015735476277768608 -0.020068919286131855 0.44494949494949498 0.032221667468547828 0.85967767526429617 8.5000000000000018 0.056250000000000008 0.014097261708229782 1661.5000000000002 -0.010024481453001497 -0.013123743236064909 5.3959612789818534 0.027334993773349938 0.023817921362204782 9.2061157796451933 305840.65339285723 -1723.1384615384613 0.32059194800408986 0.010949484838896423 0.4135532894061909 0.27316384229500518 0.04105000000000001 794766.84750000015 0.044220044250394726 5647921.4700000007 0.079579890459222535 -0.015477298758924006 0.0036038380349054937 103306.50000000001 4.5000000000000009 0.25000000000000006 38.500000000000007 0.58114035087719318 1903027.1175000004 0.0068330883514136085 0.00079087566700764011 -0.069357812404632554 0.030223838984966282 19149.781500000005 0.019040952436625961 0.024350000000000004 0.0024064094759523873 0.17645000000000002 0.10538387252535009 0.62562965064267206 0.07605000000000002 1.0000000180025095e-35 69150.000000000015 0.79420000000000013 0.65695000000000003 0.072050000000000017 -702.49999999999989 0.25794851872899022 1.0648694513035795 -1069.4999999999998 0.015250000000000001 0.80801437552878397 1236406.5000000002 12.8671568627451 2763827.1675000004 0.0050775418058037767 -0.017482552677392956 0.082752907454404459 11.500000000000002 1.0000000180025095e-35 -647.13392857142844 -0.0026489860611036416 0.27237434134008603 3.4760470453241541 0.068823236972093596 0.0010940138017758729 0.89381445965509887 -0.026715868152678009 30.500000000000004 0.041350000000000005 2.5000000000000004 0.014050000000000002 27556.505614292251
decision_type=10 10 8 2 10 8 8 10 2 2 2 2 2 8 8 10 10 10 2 2 10 8 10 2 2 10 10 10 8 2 2 2 8 2 2 8 2 10 2 10 2 8 2 2 2 8 8 10 10 10 2 2 2 10 10 10 10 10 8 2 2 8 10 10 10 10 10 2 2 2 2 10 2 10 2 8 10 10 10 2 10 8 8 10 8 8 8 10 10 8 8 10 8 2 2 8 8 2 8 2 2 10 2 2 10 2 10 8 10 10 2
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Tree=739
num_leaves=112
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decision_type=2 2 10 10 2 2 2 10 2 8 10 10 10 8 10 8 10 8 8 10 2 8 8 2 2 2 2 2 10 10 10 8 2 8 10 2 2 2 2 10 10 10 2 2 10 10 2 2 2 8 10 8 2 10 2 10 10 2 8 2 8 2 8 2 2 8 2 10 2 2 2 10 2 10 8 10 10 8 8 10 2 2 10 2 10 8 10 2 10 2 10 2 2 2 8 2 2 2 2 10 2 2 2 10 10 2 2 2 10 8 8
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leaf_count=7418 113 534 289 198 977 373 1513 597 162 277 424 311 773 896 310 123 1575 730 3610 11601 207 106 1745 1627 516 4103 1533 332 350 194 1162 2966 3650 2055 878 667 916 518 1413 234 3137 1825 359 6976 608 596 1594 71 3330 4498 2549 15364 936 237 468 873 133 4156 567 114 230 832 461 1072 1800 696 540 146 1556 867 1283 22536 749 198 178 197 131 2904 183 455 811 184 317 187 1563 8375 1172 1796 371 350 309 631 449 1037 1122 1526 1046 1179 1212 280 3576 652 601 125 1435 5443 535 12535 1872 1642 5386
internal_value=0 -0.000342961 0.000327512 0.000663028 0.00563624 0.000564098 0.00314905 0.0046627 0.0100083 0.0144729 0.0170542 0.00265052 0.001467 0.0037022 0.00699121 0.013193 -0.00118736 -0.000282721 -0.00240825 -0.00491651 0.00256574 0.00089605 3.27434e-05 -0.00121872 -0.000468409 0.00108191 -0.00393387 0.0103479 0.00042731 -7.08214e-05 0.00239035 -0.00574768 0.00029207 0.00285445 0.00728461 0.000506427 0.0109685 0.00302497 0.00108438 0.00438625 0.00835733 -0.000821175 0.00563289 -0.002229 -0.00121296 0.00267941 0.00347703 0.0133661 0.00342025 -0.00024812 0.00203223 -0.000898674 0.0012321 0.0173212 0.0203941 0.00755784 0.0124463 0.000221814 0.00223556 0.00752928 0.0118952 0.000809402 0.0138407 0.00307286 0.000693062 0.00802657 0.0170115 -0.00210063 -0.00275774 -0.000249829 -0.00512889 -0.00147084 0.00354163 0.00745079 0.000244126 0.00828635 -0.00290971 -0.00417008 0.0065918 -0.00349068 0.0208924 -0.00538487 -0.0045616 -0.000182236 0.00120443 0.00193398 0.00295876 0.00686634 0.010199 0.00161332 -0.00452511 0.00199893 -0.000842207 -9.73337e-05 -0.00271595 -0.00276988 -0.00444087 -0.000135904 0.00126998 -0.00351258 -0.00726441 -0.0014156 0.00383758 -0.00714309 -0.00356301 -0.00207803 0.000922447 0.000478827 0.00634837 0.00353416 -7.64196e-05
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is_linear=0
shrinkage=0.0227381


Tree=740
num_leaves=112
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split_gain=3.79783 9.49914 7.37717 7.1549 7.16264 8.50397 7.40426 6.2366 9.25031 9.95525 10.4278 10.3143 12.0532 9.92607 9.48832 11.2449 8.157 7.61679 7.5742 7.48764 7.44066 7.07478 7.03871 6.60723 6.43362 6.37533 6.83523 6.3522 6.97275 10.3585 6.71578 5.84992 7.11003 9.35551 8.66425 8.36681 8.26589 8.08569 7.57021 7.4441 8.66339 7.78787 10.117 7.95506 7.43094 6.97799 9.974 12.7108 9.45481 7.86703 7.35924 6.87599 10.7778 7.25224 7.20612 11.2517 10.9372 10.7465 10.1285 8.9102 7.87934 7.61857 7.23474 7.12535 7.01795 6.8021 6.79875 6.79739 6.5708 9.0014 6.93904 10.7766 9.7001 11.1738 10.0474 8.86494 6.86694 7.33089 6.56424 6.47131 6.39813 6.31986 6.35465 6.30748 7.14065 6.23891 8.28439 6.95341 6.20458 7.15681 6.14457 9.06469 6.71633 6.11646 6.07817 6.00091 5.99252 5.9802 7.62342 6.39206 5.97334 5.84848 5.80993 5.59856 6.0367 8.50524 7.87163 7.06073 5.59623 5.567 5.53673
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decision_type=2 2 2 10 8 2 8 2 8 2 10 2 2 10 10 10 2 2 8 10 2 8 8 2 2 10 10 2 2 2 8 2 2 2 2 10 8 2 2 2 2 10 8 10 2 2 8 2 2 2 8 8 2 2 10 10 2 8 10 2 8 2 2 2 8 10 10 2 2 2 10 2 2 2 10 8 2 8 10 2 10 10 8 2 8 2 10 8 2 8 8 10 8 10 10 10 2 10 2 10 10 8 2 10 2 2 2 10 10 8 10
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internal_value=0 0.000937406 0.00173835 -0.000798797 0.000914349 -0.0050086 -0.00785279 0.00206047 -0.0042808 0.0020984 1.90791e-05 0.00876172 0.00560209 0.00230428 0.0025595 -0.00195038 -0.00382034 0.00306812 -0.0010525 -0.00300299 0.00366886 0.00812756 0.0029708 -0.00175448 -0.00326909 -0.00526641 0.000308387 0.00588623 0.00141687 0.00534832 -0.00519638 0.00987245 -0.0103592 0.00167475 0.00655329 0.0108913 0.0133751 -9.78933e-05 -0.000425767 0.000609711 -0.00123997 -0.00537798 -0.00019796 0.0015303 -0.000860281 0.00548802 0.00116893 0.00143785 0.0045163 0.00745607 0.011235 0.000883482 0.0013827 0.0141856 0.00182136 0.00253802 0.0017356 -0.00306553 -0.000424537 0.00673355 -0.00319233 -0.00117766 -0.00365569 -0.00133509 -0.00326765 0.00829095 0.00730948 -0.00359919 -0.00706781 0.0049945 -0.00167429 -0.00301395 0.000211315 0.00299928 0.000312868 -0.000517557 -0.00044576 0.000192688 0.000545096 0.00233235 -0.00367651 0.00182759 0.0103876 -0.00112656 0.00073899 -0.00149767 0.00206093 -0.00169482 0.0053925 -0.00190238 0.00402033 0.00603478 -0.00132038 -0.000298152 0.00180385 -0.00103797 -0.00104902 0.00237808 -0.00361735 -0.00354325 0.011684 -0.00315317 -0.00679573 -0.00330012 0.00265749 -0.0056593 -0.00499997 -0.00400451 -0.00623713 0.00198916 0.0023868
internal_weight=0 2408.19 1647.95 760.238 513.792 80.9714 70.0681 1597.86 246.446 432.821 277.049 41.0109 155.772 1557.54 1511.77 150.745 137.702 1361.02 172.352 149.7 1188.67 148.52 1040.15 236.038 201.953 168.784 84.2986 33.1687 69.0342 49.0977 45.7735 34.4775 61.4895 95.8926 45.8404 59.8792 50.5056 10469.9 7157.06 3312.84 766.635 147.017 619.619 46.3036 576.383 59.8947 2546.21 2406.17 357.801 234.216 136.051 2048.37 1823.45 105.091 1680.9 1371.25 98.1652 224.923 159.668 42.453 58.5564 123.585 102.485 309.651 140.034 39.6088 43.2355 142.548 86.168 111.534 516.489 390.041 179.32 44.8284 30.9599 7045.52 6967.33 3598.68 3305.04 1054.61 293.636 1002.36 52.2597 3368.66 785.928 470.14 194.94 2582.73 67.374 2515.36 315.788 228.489 87.2995 2250.42 582.637 1667.79 1688.85 76.0212 826.504 29.3889 37.9851 44.1994 86.9797 117.215 53.0539 210.721 26.4256 275.2 78.1895 24.5649 126.448
internal_count=201085 28675 18946 9729 5383 778 663 18375 4346 4605 2595 310 2010 18005 17562 1843 1665 15719 1579 1376 14140 1876 12264 2285 2017 1434 857 583 1276 1006 443 665 596 1352 640 658 546 172410 126241 46169 10058 2757 7301 854 6628 966 36111 33427 10848 7209 4524 22579 19697 3503 18177 15309 2685 2882 2014 535 1659 3639 2985 2868 2684 1026 673 1520 929 1051 5662 4257 2028 1114 1021 125190 119003 63071 57552 21088 5519 20227 861 55932 10411 6459 3137 45521 1172 44349 3952 2998 954 36464 10119 26345 30826 1365 13523 629 543 888 1704 1479 980 2229 519 3322 6187 1926 1405
is_linear=0
shrinkage=0.0227381


Tree=742
num_leaves=97
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split_gain=4.81434 7.32593 5.17178 4.7502 4.28142 4.46389 4.1814 7.08354 8.28161 7.70854 8.4222 10.6784 8.72519 8.72381 7.89409 7.68099 7.48693 7.8094 6.66641 9.60964 6.65171 6.59443 6.48941 6.42618 5.75068 5.55478 6.4229 6.40677 6.71367 6.6479 6.34559 6.44685 6.33587 7.98791 6.81221 5.49869 8.60577 6.84169 5.62009 5.47685 5.16652 7.98443 5.08189 5.40381 6.38723 4.92622 4.88534 4.64235 4.75664 5.5244 4.64146 8.53749 10.5519 8.14393 7.705 7.27527 5.31781 5.12051 4.52146 4.89579 5.58516 4.64294 4.40348 8.57169 5.65581 4.36996 4.35071 3.8637 3.68055 3.49302 3.41726 3.19517 4.34786 3.79677 3.17278 3.15784 3.10268 2.49477 2.35054 2.34703 2.34221 2.255 2.14372 2.07555 1.78971 1.74125 1.70426 1.6698 1.65509 1.50602 1.27877 1.20203 1.06862 0.291687 0.217216 0.161215
threshold=8.5000000000000018 0.029160029254853729 -2703.4999999999995 35.514031485284058 -0.03309154883027076 -0.0048179340083152047 0.15959480404853824 -150.79365079365076 0.0062461467459797868 6.3128765060240974 0.014979463536292316 0.034058580175042159 -0.013981624506413935 6891.1170097471577 -0.0015859234845265744 -0.0061034145765006534 12151.218750000002 27.287301587301588 0.1574370935559273 114922.28571428572 0.13695000000000004 -183.6333333333333 121443.75000000001 0.0048599832225590953 58587.35775000001 0.013535612873301158 22499.471114123375 0.22133808666928004 0.0055166897363960752 0.0098533973604837521 8.005050505050507 8.5000000000000018 0.22518548595764556 0.064350000000000004 0.29728653780537068 2.5000000000000004 0.0074916081503033647 161283.55500000002 0.25411242896788694 0.0022361676674336199 6723288.0000000009 9.6501533742331311 -0.010090210940688847 -0.0039891269989311686 0.40095390092453664 -2343.4999999999995 0.20935000000000004 -139.49999999999997 0.25120386716414878 245000.25000000003 0.051750000000000011 47269.500000000007 -0.013608257751911877 0.045750000000000006 0.29355988582038461 0.8403317613730682 0.015395748429000379 15.516666666666667 0.99725000000000008 0.11011195085478723 0.018241265788674358 0.012926694471389057 0.078984752592741736 0.079579890459222535 0.26106541323932636 152505.74250000002 34510.767403846163 0.14965000000000003 0.007197707425802947 -0.012609857134521006 3.0431211498973312 0.0035367616219446067 8.005050505050507 0.014795931056141855 16.500000000000004 69984.000000000015 0.19738192181648001 44.500000000000007 0.057350000000000005 -0.0025395515840500589 -0.00043124608055222774 1435729.5000000002 -0.016692323610186573 0.10055000000000001 477897.75000000006 -0.019275897182524201 25005.105000000003 0.16604861626281239 -743.95833333333314 -423.96874999999994 -0.00061346462462097396 0.056524775922298438 -0.014815188478678463 0.2786144986056816 0.041517395526170738 0.0007535509066656233
decision_type=10 2 10 2 2 2 2 10 2 8 2 2 2 2 2 2 8 8 2 10 10 8 2 2 8 10 2 10 2 10 10 10 2 8 10 2 2 10 8 2 10 8 2 2 10 8 8 10 8 10 8 10 2 10 10 8 2 10 10 8 2 2 10 10 8 10 8 8 2 2 2 2 10 2 2 10 10 10 8 2 2 10 2 10 10 2 10 10 8 8 2 2 2 10 2 2
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internal_value=0 0.00435144 0.0067143 1.32915e-05 0.00973268 0.0119577 3.15859e-05 -0.00105925 -0.00251347 0.000519836 0.00198546 0.000952539 0.0019363 0.00983556 -0.00296964 0.0137707 0.000334853 0.0033673 0.000187246 0.0040296 0.00871841 -0.00667435 -4.33363e-05 0.00688971 0.00587442 -0.0012516 0.000192681 0.00552526 0.012141 0.000115911 -0.00431819 -0.00182441 -0.00117414 0.00120103 -0.00490802 -0.000564725 -0.0033406 0.00712639 -0.00850424 0.00656006 0.00010664 -0.00662028 0.010477 0.013117 0.00668681 0.00121659 -0.010993 -0.00812354 -0.00310153 -0.00585462 0.000142892 0.0019608 0.00421356 -0.00089664 0.00151351 0.0060184 -0.00647065 -0.00343887 2.14365e-05 -0.00432184 -0.00747072 0.00192303 7.41519e-05 0.00118736 -0.000128536 0.00486178 -0.00411666 0.00928566 -0.000855056 -0.0112473 0.000678175 -0.00828487 -0.0117201 -0.00216173 -0.0126344 -0.00765017 0.00194346 -0.00540554 -0.0128237 0.00450771 -0.00646115 -0.0144698 -0.0100873 -0.00552289 -0.0106276 0.00298563 -0.0105159 0.0163287 0.00999919 0.0189987 0.00404922 -0.0125418 -0.0088601 -0.0152447 0.0206831 0.0137007
internal_weight=0 125.053 105.301 12726.7 73.5253 60.9432 12713.2 1581.36 820.582 760.776 538.364 484.284 451.171 54.0795 222.412 43.9391 142.115 106.604 11131.8 220.071 105.096 182.366 328.434 122.737 92.4389 638.216 439.351 84.3004 33.1073 51.193 198.865 152.746 355.051 220.573 134.478 114.975 88.0579 26.9172 53.8451 29.3564 10911.8 50.1177 95.9281 73.2742 48.3673 30.1269 46.1182 163.525 69.2815 56.9213 10861.7 672.068 373.515 298.552 212.802 303.719 85.7505 69.796 10189.6 113.839 74.5573 39.2815 10075.8 1545.55 8530.2 34.2128 123.39 12.2329 31.7761 94.244 22.6539 80.297 46.4028 33.8942 37.3003 35.5112 16.5447 22.6525 81.495 18.8403 19.7517 34.8653 33.1129 17.894 27.5474 24.7053 13.5156 36.2379 20.7861 29.9934 18.6503 25.4171 13.233 19.9907 24.9069 17.0588
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is_linear=0
shrinkage=0.0227381


Tree=743
num_leaves=112
num_cat=0
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decision_type=10 2 10 8 10 10 2 10 10 2 2 10 8 10 2 10 2 2 2 2 10 2 8 8 10 10 8 2 2 2 8 2 10 10 8 2 10 8 8 8 2 2 10 10 2 8 10 10 10 8 2 2 10 2 2 10 2 2 2 8 10 10 10 2 2 8 10 8 2 10 2 2 8 2 2 2 2 2 2 2 8 2 10 8 10 2 10 8 2 2 8 8 2 10 8 2 8 2 2 2 2 10 2 8 8 8 2 2 2 2 8
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leaf_count=482 35 82 35 148 323 175 110 182 116 2700 193 371 93 397 17745 208 220 121 214 2153 819 1156 190 88 294 386 475 160 127 453 1093 133 66 1026 595 16516 70 14260 841 26118 1505 381 1897 98 159 249 82 26777 82 2911 1948 598 589 85 211 105 194 96 147 598 133 262 117 1193 1920 598 1790 2591 513 51141 108 95 657 1468 205 167 231 132 905 138 198 125 91 87 1362 72 633 86 82 118 87 449 203 265 102 100 219 222 195 97 115 84 77 498 606 178 152 133 73 112 119
internal_value=0 -8.51021e-05 0.000842603 0.00108708 -0.00445851 -0.00812804 0.00137701 0.00628188 0.0148949 -0.0113567 0.0192241 0.000992601 -0.00232845 0.00101694 0.00149264 0.00764507 0.0126215 -0.00674848 -0.00404024 0.00114385 0.00444866 0.000546859 -0.000265701 0.000113415 0.00566742 0.00773449 0.0112612 -0.000966693 0.00704912 -0.00108352 0.00277803 0.0158428 -0.000226131 0.00263359 -0.00132499 -5.76059e-05 -0.00214548 -0.00230978 0.00525328 -0.00254491 0.00512184 0.000363155 0.000723821 -0.000853834 0.0161465 3.46643e-06 -0.00159597 0.000280331 -0.00220576 -0.00315725 -0.0036794 0.00135847 0.00335278 -0.00520063 0.00553978 0.00836445 0.0192138 0.00480511 0.000563125 -0.00224766 0.0215798 -0.0063305 -0.00989978 0.00039094 -0.002294 -0.00674558 -0.000145736 0.000561923 -0.000574378 0.0010758 -0.00706629 -0.00761896 -0.00937703 -0.00615692 -0.00612377 0.0247907 0.006392 -0.00837493 -0.00857564 0.00545303 0.00791858 0.000624888 0.010296 0.00685935 -0.0100482 0.0111296 -0.0108593 0.0152655 0.00444602 -0.00101242 0.0240926 -0.00182197 0.00505992 -0.00526946 0.0138458 0.00910487 0.0168125 0.00330488 0.00498749 0.0196465 0.0230635 -0.00684254 -0.00969982 0.0184195 -0.0125987 0.00535016 -0.00184742 -0.00515181 -0.0140457 0.0106073 0.0145769
internal_weight=0 12836.7 2086.61 2024.89 94.4579 72.199 1930.44 130.708 46.65 58.1105 35.9456 1799.73 231.401 135.479 1568.33 74.4884 44.8002 95.9213 74.0411 1493.84 220.074 1273.76 10750.1 6981.5 127.086 114.036 78.9426 3768.59 46.8054 3721.79 213.72 33.0861 180.634 131.108 3508.07 1382.21 2125.85 2099.74 57.7763 2041.96 113.412 1323.48 1261.35 35.093 51.0435 6854.41 1005.38 5849.03 930.771 735.427 698.455 195.344 157.982 107.873 36.9719 26.1145 41.7886 19.345 84.0582 70.3532 23.5564 61.7183 44.8638 5741.16 337.327 103.81 233.517 5403.83 1682.46 3721.37 49.526 88.5282 79.8488 62.1283 37.362 20.1278 22.259 58.7304 87.4976 74.6092 60.4458 27.8991 13.7051 61.4384 41.2579 16.7264 49.3753 12.8448 14.0885 29.6883 24.9238 23.034 11.8967 59.2617 23.7714 11.4979 19.277 16.8546 7.17096 16.0595 12.1099 23.5951 19.5692 11.231 39.9297 8.26808 9.52973 18.8124 50.9396 8.13133 15.4023
internal_count=200985 200950 32815 31573 4695 3485 26878 1789 578 3116 462 25089 2188 1069 22901 1028 702 1119 611 21873 2972 18901 168135 96962 2213 1919 1174 71173 1472 69701 6376 1038 5338 3624 63325 21217 42108 41814 1436 40378 2598 20262 18413 745 828 94749 7044 87705 6626 5152 4859 1474 1187 1182 293 294 669 181 1211 1010 753 1242 758 86523 5501 1791 3710 81022 27290 53732 1714 1001 906 1849 287 620 1210 955 1026 418 336 346 201 458 1428 887 823 656 369 326 280 779 330 863 693 198 533 484 343 431 334 547 463 584 641 286 285 258 2773 194 224
is_linear=0
shrinkage=0.0227381


Tree=744
num_leaves=112
num_cat=0
split_feature=31 4 30 221 221 218 189 215 226 14 137 184 155 226 221 123 154 199 219 229 7 131 183 212 207 198 161 155 17 216 123 205 123 212 123 171 212 220 216 72 187 11 205 83 144 131 169 188 233 135 223 206 157 152 40 205 221 183 7 16 16 65 205 187 190 57 157 19 190 229 141 183 83 18 215 152 65 127 213 26 226 227 41 144 93 14 40 184 214 212 40 188 128 208 129 135 220 128 22 233 145 219 218 207 206 18 207 212 192 208 141
split_gain=4.69952 8.09 6.90917 6.74838 7.89636 6.53807 8.13343 13.6105 9.45045 12.51 10.415 9.52833 8.26089 8.34268 9.53403 13.1528 8.31743 7.90119 7.83546 7.5037 7.33772 7.13602 7.11759 7.44316 7.08247 6.91899 6.52908 7.09655 6.36223 9.82416 9.56714 7.58268 10.7483 10.0196 8.96731 7.83039 7.59943 7.64632 7.34258 7.16574 6.98587 6.86834 7.88832 6.85455 7.51292 8.21555 6.5699 6.48637 6.42223 9.90333 6.57158 6.25021 6.20029 10.2514 10.8339 13.9679 8.74966 9.25933 8.65697 8.27207 10.9894 8.0347 6.95266 6.90697 8.45479 8.198 7.367 6.48356 6.43927 6.28265 6.45452 6.27262 6.18292 6.17719 6.12109 8.7482 6.49983 5.91354 5.77084 5.6496 7.32044 7.15992 6.79384 6.18625 5.98165 5.90726 5.62014 5.6047 7.99476 5.59154 5.59006 7.4546 5.53389 5.47743 5.44646 5.43322 5.95579 5.43089 5.33199 6.21056 5.32393 7.53715 5.29851 5.29838 6.22883 5.23385 5.21754 5.03243 5.0014 5.15591 4.94542
threshold=10.500000000000002 3.5000000000000004 4.5000000000000009 -0.0292110051959753 -0.032284418120980256 0.030223838984966282 0.11439476553980372 0.0418318659067154 -0.0041819040197879067 0.010528000000000001 1.0000000180025095e-35 190351.12500000003 531694.85625000007 -0.011913497000932692 0.0051208352670073518 0.82562045429872366 1077324.9075000002 281997.84321428573 -0.029029238969087597 0.014149781782180073 8997.7500000000018 0.60506156736187122 -2461.4999999999995 0.039233520627021796 -0.0096230087801814062 0.060464143606349795 0.29033853615412664 261867.00000000003 -2949.4999999999995 -0.028872959315776821 0.70303646756304206 0.039540858939290054 0.91320820023361149 0.032191203907132156 0.83472340655317323 380.50000000000006 0.024812403135001663 -0.01503340248018503 0.028828402981162075 0.97495000000000009 6.6982629529799356 3.5000000000000004 0.053223529830574996 0.0058500000000000002 -408.49999999999994 0.30011026554966735 0.0080576715181268788 0.37786526684164484 -0.0079879625700414163 0.030984911060417713 -1.0000000180025095e-35 -0.086512099951505647 1044278.0550000001 450001.12500000006 0.62562965064267206 0.024789602495729927 -0.011134791187942026 -616.49999999999989 22110.750000000004 -5867.4999999999991 -3708.4999999999995 0.038750000000000007 -0.013355458155274389 2.1742581090407183 51.500000000000007 0.035350000000000006 330979.50000000006 7.5000000000000009 76.500000000000014 0.0019666100852191453 0.16388074311084758 -1465.4999999999998 0.073150000000000007 -4763.4999999999991 -0.00092368636978790153 145278.01800000001 0.051250000000000011 17332.086217607968 0.030359372496604923 15.500000000000002 -0.0078472765162587148 0.010466263163834812 0.55583709744822496 -956.49999999999989 -1959.4999999999998 0.018421500000000004 0.61678460992165995 132047.43750000003 -0.00094187885406427075 -0.013094295281916855 0.40410408534100889 0.72748612889457964 93043.500000000015 -0.029075006023049351 0.29166666666666669 0.00036922499672605963 0.00079845241270959388 90002.250000000015 1.0000000180025095e-35 -0.012436549644917248 677.62735978188482 -0.018749570474028584 -0.023556847125291821 -0.041281795129179948 0.021048043854534629 -4464.4999999999991 0.059216007590293891 -0.024817735888063904 5.2725464190981439 0.042915523052215583 0.41614423167230563
decision_type=2 2 2 2 2 2 8 2 2 2 2 8 10 2 2 8 10 10 2 2 8 10 10 2 2 8 8 10 2 2 10 2 10 2 10 8 2 2 2 8 10 2 2 8 10 10 8 8 2 8 2 2 10 10 8 2 2 8 10 2 2 8 2 8 8 10 8 8 10 2 2 10 10 2 2 10 8 2 2 2 2 2 8 8 10 2 8 8 2 2 8 8 10 2 10 10 2 10 2 2 10 2 2 2 2 2 2 2 8 2 2
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split_gain=5.0647 7.1867 6.5849 6.82835 6.89645 6.50416 6.432 5.89222 5.64917 5.44555 7.31125 6.60171 6.596 6.86229 7.69323 10.3331 8.62531 6.48985 5.90011 5.68425 5.95313 5.37844 5.33645 5.31145 5.15945 5.0107 5.60735 7.47312 5.87237 5.55974 8.66052 4.89209 4.71754 5.75311 4.69127 4.69094 4.52932 10.8523 5.47055 6.12684 4.44024 4.4019 4.29276 4.23742 4.10021 4.08945 4.07493 3.96909 10.8423 7.91635 8.37633 9.83529 7.68964 7.20844 8.13751 10.8762 7.52431 6.63865 6.58979 6.30923 6.13303 6.0951 10.6373 7.41317 6.61002 8.80355 5.99246 5.93282 7.22931 6.03696 5.63475 7.74433 5.31882 8.26933 8.50308 7.35659 8.00537 7.41707 10.8999 7.84996 7.32114 9.9755 7.19044 9.40092 10.546 9.63468 6.85844 6.85202 5.55147 8.16263 5.38913 5.33561 5.84255 5.28452 5.20385 5.17659 5.09032 5.01868 7.66392 4.89184 5.48657 4.77491 4.53212 4.51747 4.44697 4.39415 4.3509 4.11738 3.8879 3.86661 4.11279
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decision_type=8 10 10 2 8 10 2 2 2 10 2 8 10 10 10 8 10 2 8 2 10 8 10 10 2 10 8 10 8 10 2 2 10 2 2 2 2 2 8 2 8 8 2 10 10 2 2 2 10 8 8 2 10 8 8 10 10 2 10 2 10 8 10 10 2 10 8 2 8 10 2 8 8 10 10 10 8 2 2 2 10 2 8 2 10 10 10 10 10 2 8 10 10 2 10 2 10 2 2 10 8 10 8 8 2 8 10 2 2 10 10
left_child=1 2 3 5 25 6 8 -6 24 12 11 -11 13 14 16 18 19 43 23 20 -3 -10 -23 -16 -1 29 27 -27 45 31 -31 -5 33 -15 -30 -8 47 44 -39 109 -12 -4 -19 -18 -38 -28 -14 48 49 50 61 52 102 54 67 56 -56 94 -55 -54 93 64 63 -63 65 -2 -66 69 -69 -51 71 -53 73 75 99 77 104 79 -79 -62 82 88 83 85 -85 -74 -78 90 95 -90 -83 92 -84 -49 103 -82 106 108 -99 -75 -101 -72 -52 -50 -77 -57 -76 -93 -95 -40 -111
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leaf_count=137 8542 840 193 342 91 100 75 495 152 499 169 115 77 428 434 300 55 278 383 485 122 394 285 166 101 139 1540 396 172 91 205 121 140 91 135 580 125 107 217 667 89 217 157 604 154 251 268 115 182 471 102 281 278 798 270 196 799 607 309 774 10944 4667 474 2240 226 1486 2643 181 67 3516 1698 908 8066 141 1407 135 32704 8240 3794 16793 268 591 18758 3305 1943 28533 3748 378 777 266 434 338 9825 95 81 113 308 79 144 236 179 656 180 799 677 663 103 290 158 68 160
internal_value=0 -0.00144135 -0.00320122 -0.00381923 -0.00541801 0.000139906 -0.00145574 0.00072263 0.00163668 0.000371641 -0.0051099 -0.00982494 0.00124045 0.002089 0.000682952 0.00469266 -0.00188726 0.00334346 0.00758572 -0.00536275 -0.00199936 0.00463571 0.00707365 0.011348 -0.00619576 -0.00686391 -0.00831784 -0.0010958 -0.00994135 -0.00115364 0.0049916 -0.00673844 0.0076053 0.0100944 0.00236815 -0.00809853 0.000132764 0.00473779 0.000470109 -0.00217268 0.00392085 0.00562614 0.00978116 -0.00165996 0.0169019 -0.0110428 -0.00641356 8.93732e-05 0.000957258 0.00127144 0.000406202 -0.00273563 0.00328137 0.00349761 0.00418206 0.000100371 0.00374553 -0.00701404 -0.00519009 0.00776113 -0.000113716 0.00129241 -0.00178046 -0.00313616 0.00213081 0.00317752 -0.00125393 0.00603607 -0.00300852 0.00687102 -0.00513242 -0.000472675 -0.000178479 -0.000650897 -0.0060285 -0.000500289 0.000728503 -0.00109726 0.000479994 -0.00179321 0.00044487 0.00457963 0.000217052 -0.000874279 -0.00486967 -0.00016668 0.000451122 -0.000580688 0.00929858 0.0133107 0.00263746 0.00110538 0.000941217 0.00506125 -0.0112367 0.00222636 -0.0107902 0.0072345 0.00109352 0.000340817 0.00457866 -0.00767704 -0.00467242 -0.0133118 0.00959823 -0.00796193 -0.0125972 0.00927459 0.0116949 0.00549738 0.0108271
internal_weight=0 1152.74 581.602 548.107 388.184 159.924 147.736 74.8017 105.228 571.14 72.396 47.0665 498.744 454.599 369.963 141.74 228.223 91.2357 115.082 136.987 97.2712 78.6307 67.175 70.0536 26.5975 313.382 246.652 47.9147 198.738 66.7295 32.205 34.5244 84.6355 67.1154 15.5104 42.5075 11729.4 100.803 81.2338 71.0747 25.3295 33.4942 36.3089 54.9268 19.5687 183.227 44.1455 11628.6 2199.09 2122.66 1535.88 333.96 94.2287 586.776 548.058 174.018 123.008 76.4347 38.718 60.4121 9429.52 1201.92 255.565 239.732 946.355 723.23 223.125 374.04 29.7191 344.321 239.731 88.2764 9321.17 5302.33 135.31 5167.02 1688.85 3478.17 1065.66 2412.51 4018.84 201.289 3817.55 1713.1 250.137 1462.96 1646.4 99.7496 101.54 59.9462 79.1579 2104.46 2072.4 108.348 50.621 41.5935 74.0119 90.1477 42.4338 61.2985 41.4932 151.455 33.8166 46.6148 42.4508 51.01 67.0559 32.0547 47.7139 26.2575 15.4005
internal_count=201389 11912 6212 5802 3978 1824 1724 586 1069 5700 872 614 4828 4483 3824 1283 2541 1094 983 1447 962 831 679 600 238 3392 2633 535 2098 759 296 463 659 519 307 655 189477 1498 1219 1112 258 410 435 659 279 1791 345 187979 34094 32425 25155 4877 1334 7270 6163 1928 1069 1669 1107 1052 153885 20278 7381 6907 12897 10028 2869 4235 248 3987 3543 1189 153294 79409 2374 77035 37264 39771 12034 27737 73885 2827 71058 41847 5248 36599 36452 1403 1424 1043 1025 29211 28583 591 1062 381 1818 476 223 556 415 2354 282 981 812 859 1510 628 253 445 228
is_linear=0
shrinkage=0.0227381


Tree=747
num_leaves=112
num_cat=0
split_feature=31 157 17 215 15 18 210 176 152 205 44 211 228 41 203 216 218 185 225 216 46 138 124 17 17 86 227 214 209 142 31 120 202 130 130 187 227 38 157 33 150 171 190 202 184 184 130 207 207 233 219 70 218 18 66 156 202 130 91 210 152 195 130 41 221 41 44 17 213 145 203 123 179 123 179 228 194 149 182 163 220 179 190 8 41 76 227 195 119 122 187 232 218 210 65 123 220 145 153 167 86 38 49 179 223 51 211 181 17 217 38
split_gain=5.10511 8.06856 9.30058 7.99969 7.66786 7.526 9.65732 7.71946 10.6374 7.14101 7.07185 6.72022 6.53558 8.5613 6.51521 6.55519 6.3663 6.20375 5.96219 5.79817 7.49022 6.8072 6.55175 5.67751 5.66564 7.563 5.58732 5.7749 5.58099 5.52981 5.50638 5.27895 5.21361 5.18501 5.08097 6.03383 5.45013 4.98269 4.88006 5.30244 4.85364 4.87785 4.80195 4.78937 4.62847 4.58984 4.52875 4.5015 4.49289 4.37971 4.25771 4.22135 7.50018 6.05107 4.85222 6.45091 4.54829 7.26206 5.44531 5.3229 5.20423 5.05032 4.27014 4.15379 4.1523 4.10201 4.49766 5.93965 4.03558 4.11191 4.0331 3.99614 3.92193 7.15561 6.86575 3.87147 8.69292 9.47436 9.1177 8.73528 7.24243 6.33641 5.54132 4.41494 7.15457 5.84031 5.71583 6.45441 5.65229 3.96716 3.84641 3.84463 3.72756 3.45555 6.87549 3.89888 3.44539 3.30619 3.27824 3.23101 3.37645 3.1872 3.08138 3.06571 3.0307 2.9907 2.95778 2.94505 2.77782 2.763 2.75512
threshold=16.500000000000004 674159.78250000009 -7487.4999999999991 -0.011954266112297772 -19562.499999999996 -1693.4999999999998 0.00057317063328810047 1.5000000000000002 270000.75000000006 -0.042087169364094727 0.98085000000000011 1.0000000180025095e-35 0.005810490809381009 0.61867692739220159 -0.012801646720618008 0.020076423883438114 -0.010772398207336662 907.53082574257428 0.0030110178049653773 0.0097505412995815294 0.072550000000000017 2.5000000000000004 38.235455167693367 -4090.4999999999995 -2873.4999999999995 0.067950000000000024 -0.037898195907473557 -0.031794929876923554 -0.0091512738727033121 -1112.9666666666665 17.500000000000004 1.4149753381221477 -0.088375743478536592 0.37925282090855489 0.50606836683251899 9.9004504504504514 0.0067556840367615232 21.500000000000004 2049099.2325000002 1.0000000180025095e-35 -1014.4999999999999 89.500000000000014 51.500000000000007 -0.043561920523643487 164466.79285714289 178966.28571428574 0.34541172612148968 -0.03346580080687999 -0.019617850892245766 0.0028492291457951073 -0.018749570474028584 0.0065000000000000006 0.024588495492935184 -4718.4999999999991 0.0068500000000000011 144875.25000000003 -0.10284184291958808 0.60363955142976 3.5000000000000004 -0.022811023518443104 69937.680937500016 12.737468671679199 0.53582091091058692 0.28591619372244553 -0.0027528508799150582 0.18142354377667627 0.95155000000000012 -4960.4999999999991 -0.027003102935850617 233.01192106209189 0.021009877324104313 0.89381376205934704 0.76120463429481522 0.80801651065997626 0.82562342536991806 0.010469250846654178 0.065633600574368803 -702.64102564102552 -626.19090909090903 0.0010793811485336651 0.0003216131881345064 1.0050067151915305 111.50000000000001 1352250.0000000002 0.30850602613156303 0.094800000000000009 0.026050244458019737 6.534959349593497 3.5000000000000004 0.11333849543771247 5.7060339599757439 -0.011178909335285423 -0.013684695120900868 -0.022811023518443104 0.0063500000000000006 0.99999682524815858 -0.00016725246678106484 710.35843328652084 45002.137500000004 0.64495798319327746 0.012250000000000002 37.500000000000007 0.33520000000000005 0.70363343237624398 -0.012227731756865977 0.030350000000000005 -0.022278692573308941 127085.25000000001 -997.49999999999989 -0.0070890593342483035 39.500000000000007
decision_type=2 8 2 2 2 2 2 10 8 2 8 2 2 8 2 2 2 10 2 2 8 2 2 2 2 8 2 2 2 10 2 2 2 10 8 8 2 2 10 2 8 10 8 2 8 10 8 2 2 2 2 8 2 2 8 8 2 10 8 2 8 10 10 10 2 8 8 2 2 10 2 10 8 8 8 2 10 8 10 10 2 8 8 10 10 8 2 10 8 10 8 2 2 2 10 10 2 10 10 10 8 2 10 10 2 8 2 8 2 2 2
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Tree=750
num_leaves=112
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is_linear=0
shrinkage=0.0227381


Tree=751
num_leaves=112
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Tree=754
num_leaves=112
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decision_type=2 10 2 8 10 10 2 8 10 2 2 10 8 2 2 10 2 8 2 8 2 2 2 10 2 2 10 2 2 2 10 10 2 8 10 10 10 10 2 2 10 2 10 10 10 10 2 10 10 8 8 10 8 8 2 8 10 10 10 10 8 8 2 2 2 10 10 10 10 2 10 2 2 10 8 2 2 8 8 8 8 10 10 10 8 10 10 8 8 10 8 2 10 10 10 10 10 2 10 2 2 10 10 10 8 2 8 8 2 8 2
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leaf_count=598 735 940 799 3012 586 855 314 485 1349 127 636 233 679 130 1207 446 8005 530 455 117 1728 597 1522 173 1122 610 459 2261 1730 3554 253 403 193 1491 1692 489 165 2646 94 480 298 744 1855 174 303 719 266 719 1689 1823 1321 381 464 272 328 260 128 473 114 137 129 1254 158 1229 357 3761 453 542 61 1568 1168 342 812 173 22174 5566 700 1068 422 250 289 1032 729 135 1021 1954 1268 544 2683 649 3118 2042 1247 837 291 376 644 424 221 25514 378 8090 2568 19752 1521 416 2214 18876 883 2126 415
internal_value=0 0.000742568 0.00165564 0.0023178 0.00627064 0.00152783 0.00457827 0.00222762 0.00560634 0.0110975 0.000223053 -0.000302423 -0.00237698 0.000858061 0.00206045 -0.0022366 -0.00332194 0.00406633 -0.00165625 -0.00466806 0.00208912 0.00890175 0.000444005 0.00312542 0.00463099 0.010394 0.00175997 0.00298531 -0.000909764 -0.00327461 -0.00804646 -0.000769732 0.00125899 0.0061935 -0.000730875 -0.00297752 0.0160539 -0.00362614 0.00161406 0.00703268 0.0104001 0.00177928 -0.000179274 -0.000280247 0.00614889 -0.00115164 0.00510607 -0.00428088 -0.00102785 0.00237466 0.00746031 0.00714243 0.00795235 0.00167938 -0.0035072 0.0101299 0.0139354 0.00379942 0.00741628 0.00251619 0.0101947 0.011897 0.00819409 -0.002156 -0.00770559 -0.000869654 0.0112915 0.00990677 0.0137996 -0.000752937 -0.000271311 -0.00629768 0.0113656 0.0144202 -0.000207784 -0.00201142 -0.000683982 0.00196238 0.00601963 0.0107605 -0.00177304 -0.000725895 0.00174963 -0.0030765 0.0174235 -2.33092e-05 0.000104927 0.00231193 0.00040695 0.00727884 -0.00129867 0.00557699 0.000135924 0.00853095 -0.00282952 0.00195481 0.00528967 -0.00484556 -0.00776947 -0.000108789 0.000732487 -0.000661046 -0.00376586 0.00100053 -0.00471069 0.00894591 -0.00940728 -0.000383733 0.01839 -0.00655626 0.00836612
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is_linear=0
shrinkage=0.0227381


Tree=755
num_leaves=112
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split_gain=4.97876 4.55324 8.24514 9.30513 7.4225 7.16041 8.79235 10.7509 7.4799 7.64712 7.39244 7.23572 7.5229 7.91668 7.10095 8.89145 8.59212 9.70513 7.19453 6.89196 6.67177 6.53259 7.5762 7.38788 7.9493 6.44074 6.37395 7.81288 6.25448 6.10001 6.07162 6.42002 5.78198 8.94848 10.9195 8.29391 6.99411 6.49836 9.1218 9.19401 9.55433 8.9756 11.2128 7.5573 7.131 9.31687 7.01251 6.91441 8.80781 9.00636 10.3773 13.1821 10.0233 8.86804 8.46681 10.2572 7.74369 7.41634 7.46204 6.73783 6.65058 6.64196 6.61664 10.017 7.73974 6.4992 7.0323 6.48932 6.45117 7.51896 7.24798 7.71516 6.6448 6.41975 6.16649 6.05589 8.01664 7.97903 6.03548 6.00915 5.82319 5.75633 5.7311 5.64583 5.62614 6.93471 5.96777 5.58137 5.62475 5.36889 7.42691 5.71356 5.32682 5.26963 5.7395 5.23853 6.53163 5.26264 5.18865 5.16801 5.15802 4.98573 4.94269 4.91244 4.91162 4.90831 4.88711 4.74929 6.1858 4.69151 4.60045
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split_gain=4.24296 7.30685 9.35286 7.8681 6.84803 7.60959 6.80976 10.3432 10.2294 10.584 10.0395 8.21364 7.75201 8.59908 7.38483 6.71716 6.61441 6.1507 9.59457 6.15875 9.6125 6.0575 6.4516 5.95686 5.87555 5.53764 6.24076 5.33208 5.32822 5.95861 5.2939 6.41715 5.76228 5.20612 5.18359 5.99171 5.18007 5.07544 5.03823 5.7503 5.0194 6.85555 6.47919 4.93507 9.59205 4.79812 4.78726 4.75653 4.70126 4.64518 4.58075 4.57216 5.44902 4.66648 4.52118 4.51037 4.4394 4.58776 4.42247 6.38177 4.37047 4.334 5.03711 7.42162 4.5432 4.29831 4.28448 4.25869 4.23253 4.13329 4.10822 7.04525 5.02575 4.25543 4.23027 4.11056 6.08674 11.5002 6.29166 12.2614 6.89759 6.0406 4.44317 9.4552 13.9421 10.1817 6.16367 8.28576 5.63737 3.91771 3.91477 3.83425 3.77739 3.71323 4.19346 3.67527 3.5964 3.56541 3.5307 3.42365 3.37639 3.35749 3.26544 3.24848 3.23806 3.14616 3.08275 3.06967 3.37152 3.01617 3.22
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decision_type=10 2 10 10 8 10 2 2 10 2 10 2 8 2 8 8 10 10 10 2 2 2 2 2 10 10 8 8 8 2 2 2 2 2 2 2 10 10 8 10 2 10 8 10 2 2 2 2 10 2 10 2 10 10 2 10 2 8 2 10 2 10 10 2 10 10 10 2 2 2 8 2 10 10 10 8 2 10 2 8 8 2 10 10 8 2 8 10 10 10 10 8 2 10 8 2 8 10 2 2 8 10 8 10 10 10 2 10 2 2 2
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is_linear=0
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Tree=758
num_leaves=112
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decision_type=8 8 8 2 2 8 10 2 10 10 10 8 8 2 2 2 2 2 8 2 2 10 10 8 10 10 10 10 8 2 8 2 10 10 2 2 10 10 10 2 10 8 2 10 2 2 2 10 2 2 2 10 8 2 10 2 2 2 8 10 2 10 10 8 2 8 10 2 2 8 10 2 2 10 2 8 2 2 2 2 10 8 10 2 8 8 10 10 2 2 8 2 2 10 8 8 10 10 2 2 2 2 2 2 2 10 10 8 8 2 10
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leaf_count=112 99 105 79 102 1581 57315 2656 1104 132 1062 154 29858 878 12855 921 149 290 356 95 141 227 111 283 272 170 117 77 391 293 699 3243 7017 119 2751 635 1825 633 191 755 650 2390 422 814 13570 4179 173 67 2238 973 168 2075 475 699 1200 71 43 920 898 655 62 755 1633 738 3499 13337 376 1909 3299 116 77 185 197 122 54 446 459 737 292 101 198 83 334 372 397 793 118 73 1055 127 160 83 395 150 517 378 221 147 154 70 246 156 222 85 138 277 158 72 559 195 1898 159
internal_value=0 -6.665e-05 -0.000100494 0.00658826 -0.000150873 -7.5461e-05 0.000572572 0.00346446 0.00556513 -0.000468832 -0.00126437 0.000254782 0.000647987 0.000753729 0.000825525 -0.00185422 -0.00311767 0.00631201 0.000612869 -0.00408588 -0.00229549 0.00492843 -0.00399094 0.00382271 0.00111498 0.00132561 0.00771687 0.0113359 0.0171866 0.00116578 -0.000553308 0.00176481 0.00414863 0.00209461 0.00299006 -0.000141152 -0.00206394 -0.000107699 0.00619521 0.010671 0.00264772 -0.005379 -0.00281863 0.00348103 -0.00254709 -0.0053681 0.0214545 -0.00146991 -0.00149469 -0.00749068 -0.00584168 -0.00700616 0.00813207 -0.00957035 -0.000591989 0.00244315 0.0068968 0.0028146 0.015055 -0.000779541 -0.00142387 0.00135058 -0.000697575 -0.00425001 -0.000494623 0.00261456 -0.00233763 -0.000785246 -0.00312914 -0.00452479 0.00435824 -0.00615387 0.00369001 -0.000485845 -0.0100598 0.00104622 -0.00450745 9.6582e-05 0.00473704 0.0101788 0.00995734 -0.00664642 0.00065976 -0.00688443 -0.00936409 -0.00805483 -0.00468594 -0.00860003 0.0115459 0.0103069 -0.0100478 -0.00805215 -0.00181391 -0.010308 -0.00273195 0.00125218 0.00973718 0.0098835 -0.0120146 -0.00899211 0.00836106 0.0144653 0.00616011 -0.00420404 0.0159687 0.0051222 0.0256328 -0.0106596 0.0138325 -0.0115565 0.00748232
internal_weight=0 9101.9 9080.79 59.5415 9021.25 8876.35 3936.59 381.329 262.985 80.5848 118.344 3555.26 3092.63 3070.38 3754.81 361.508 317.675 43.8328 35.8557 301.067 242.935 43.0614 199.874 36.5209 3393.3 3238.5 69.087 53.3219 33.0587 3169.41 819.171 2350.24 195.535 2252.18 1606.04 646.143 623.636 397.781 168.121 85.0059 298.855 225.854 121.988 1484.05 347.288 98.0587 26.2874 362.878 123.276 86.7881 163.353 153.53 182.4 102.579 4939.76 281.462 127.679 92.8061 34.8726 4658.3 153.784 119.251 4629.1 240.901 4388.2 81.0302 462.624 336.223 154.805 141.171 25.4686 126.401 15.5147 20.2631 71.2734 83.1149 144.899 66.6689 46.8606 30.3405 29.8609 115.702 39.2902 27.4147 34.5329 105.759 25.1789 37.3137 34.9031 21.1101 86.5436 78.23 35.258 58.1319 26.6349 19.2155 23.1604 15.5527 42.972 19.8082 14.1114 20.2513 13.8711 15.7652 21.086 9.94276 20.7426 29.1972 23.0634 77.6457 13.6345
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is_linear=0
shrinkage=0.0227381


Tree=759
num_leaves=112
num_cat=0
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split_gain=5.25356 4.73862 7.69738 7.30051 12.3294 8.33206 10.342 9.98946 10.4502 9.16865 8.36216 7.76283 7.63429 11.6406 9.59476 7.9779 7.74094 7.68311 7.55649 8.84429 8.78435 8.59923 7.66335 7.53616 7.34063 6.92495 6.90492 6.89628 11.5668 9.63156 11.3725 9.28894 6.55007 6.98027 6.51304 7.04221 6.36602 7.1439 8.87764 6.24329 6.20345 6.09745 9.45549 11.0055 9.28492 11.0127 11.4614 11.353 9.56786 8.94031 8.55919 8.55011 7.77814 7.06247 6.84717 6.74367 6.65087 9.07816 8.26431 8.43684 7.87447 6.73212 6.6991 6.46571 6.34015 6.26424 6.70716 6.04146 5.99794 5.98161 5.76435 5.7604 5.75191 5.78246 5.7019 6.19449 6.48846 6.15041 5.65085 5.56254 5.53032 5.45948 5.38194 5.37935 11.4687 13.4166 9.44539 8.55446 8.17873 7.84655 7.19706 6.10813 10.032 9.1514 8.30106 6.17081 6.06178 5.61371 5.33666 5.25774 5.24405 5.20144 5.17369 5.23267 9.68407 5.84492 5.16741 5.15008 5.91832 5.10213 5.10003
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internal_value=0 -0.000620809 -0.00186596 -0.00221406 0.00502798 -0.00245743 -0.00284838 -0.00313475 -0.00567202 0.00583757 -0.00626376 0.000171358 0.00328044 0.00875366 0.00863239 0.0117218 0.0158969 0.0197651 0.0235894 -0.000237326 -0.00200117 0.00387717 0.000464802 -0.00330409 -0.00300059 -0.00473876 -0.00609381 0.00304105 -0.00768975 0.00105333 0.00713579 0.000342806 -0.0040788 0.00158138 0.000752332 0.00838606 0.000481518 0.00122351 -0.00266392 -0.00171607 0.00101374 -0.00284041 0.003528 0.005429 -0.00494185 -0.00122417 -0.00218774 0.00975677 0.0053985 0.000305811 -0.000121095 -0.00297556 0.00296012 0.00118024 0.00137553 0.00167024 0.0013326 0.00332515 0.000506603 0.00133174 6.37958e-05 0.00415346 0.00399493 0.00492878 -0.00268306 -0.00285086 -0.00443632 -0.00444687 0.00646017 0.00326907 0.0133831 0.000161178 -1.4859e-05 0.00363962 0.00110776 0.0070675 -0.00121615 -0.000123674 0.00292258 0.00739006 0.0105219 -0.000357505 -0.00127421 0.00213575 0.000448866 -0.000330963 0.00273278 -0.00193334 -0.00232575 0.00220436 -0.00649289 0.000323075 0.00113965 0.0042879 -0.00136752 0.0055053 0.00588767 -0.00234728 -0.00584512 -0.0026844 0.00139653 -0.0038583 0.00632375 0.00324881 0.00505908 0.00747257 0.000514648 0.0133985 0.00329589 0.00816222 -0.00319301
internal_weight=0 4905.7 1902.95 1817.04 85.9119 1787.53 1670.22 1622.24 572.516 47.987 553.545 3002.75 341.833 63.6899 90.2162 70.5436 49.1479 38.1963 30.9893 2660.91 753.105 105.836 1907.81 252.315 647.269 423.507 348.992 50.7454 298.247 1655.49 85.7455 223.762 92.6849 74.5155 1601.36 46.0349 1555.32 1262.71 292.612 1049.72 306.471 743.251 131.077 115.381 218.687 32.5506 58.736 29.5068 23.4395 7913.48 5322.42 471.58 91.945 2591.06 2528.87 2380.74 2234.24 647.134 1587.11 1278.17 887.958 390.212 610.387 537.479 72.9076 308.938 247.494 379.635 146.5 108.943 37.557 4850.84 4625.32 225.518 166.867 61.6679 27.2794 4563.65 318.283 170.037 134.771 4245.37 1984.44 318.331 2260.93 1690.93 570.007 1666.11 148.247 72.9697 75.2768 21.3956 251.617 131.193 70.2373 29.5644 90.1164 120.424 75.741 290.106 105.393 51.903 53.4898 138.099 119.684 104.493 44.1248 33.4133 61.4438 18.9713 148.124
internal_count=200411 74044 29398 28319 1079 27888 26736 26169 10387 567 10109 44646 4143 836 1936 1415 1010 722 584 40503 9014 1260 31489 4781 7754 5155 4239 550 3689 26708 828 2599 1063 916 25704 782 24922 20365 4557 15782 4962 10820 1536 1363 4283 270 732 431 236 126367 89226 5515 688 37141 36119 31362 29629 8798 20831 16253 11309 4944 7531 6500 1031 4578 3720 4827 1733 1130 603 83711 80633 3078 2261 954 468 79679 13467 7186 5700 66212 31872 4081 34340 26383 7957 27791 6281 2995 3286 405 2207 988 515 208 909 1219 798 3668 1078 504 574 1945 1651 1237 432 497 858 278 4757
is_linear=0
shrinkage=0.0227381


Tree=761
num_leaves=58
num_cat=0
split_feature=40 225 162 229 131 223 197 152 198 227 186 41 184 73 176 74 218 169 231 145 130 18 227 216 7 150 141 41 135 18 182 151 17 86 82 182 145 19 121 37 151 154 154 65 151 181 197 212 190 227 220 225 143 128 157 177 211
split_gain=4.09024 5.1703 5.65696 5.05298 4.40729 4.7998 3.96294 6.79411 8.02767 6.50313 7.50832 4.18584 7.21047 5.7415 4.1682 4.83485 3.98948 4.60067 6.15732 7.14667 5.17767 4.27576 8.90284 8.88188 9.5602 7.83405 8.33054 7.84879 7.15029 6.46351 9.30095 10.46 10.2334 6.47544 8.01765 5.63051 4.09212 3.88388 4.75768 3.74132 3.72559 3.59335 3.45506 3.65235 3.08866 3.38337 2.91902 4.89801 2.85155 2.76013 2.25966 2.21831 2.04052 1.3435 1.19141 0.974421 0.528093
threshold=0.0092724757680630026 -0.013378977775573729 0.88715059186731671 -0.013809636700898407 0.0020556288106302004 0.00016128405695781114 1.113787874304643 204765.25245283023 0.021313918762158646 -0.013045518193393944 221.28750000000005 0.056667959622386258 256774.12500000003 0.86245000000000005 12.500000000000002 0.011650000000000002 -0.055019909515976899 0.022227711901624949 0.0094101959839463251 810.39769386274122 0.25730111667334365 -4236.4999999999991 -0.012191874440759419 -0.036009022966027253 34071.750000000007 -707.49999999999989 0.52858017888535647 0.59110497846855481 0.15054790867733187 -3689.4999999999995 -1721.2249999999997 1065.5000000000002 -6324.4999999999991 0.35475000000000007 0.026200000000000005 -422.24038461538458 603.20780453827206 21.500000000000004 0.098363106461557756 1.0000000180025095e-35 846.50000000000011 572469.75000000012 217609.15500000003 0.074250000000000024 2420.5000000000005 128109.93750000001 1.1441282633875052 -0.018957071006298062 11.500000000000002 -0.00084425453678704787 -0.0093729072250425798 -0.0085110282525420172 -468.49999999999994 51006.000000000007 181914.75000000003 0.62284482758620696 0.018045818433165554
decision_type=10 2 10 2 10 2 10 10 8 2 10 8 10 8 10 8 2 10 2 10 10 2 2 2 10 10 2 8 8 2 10 10 2 10 10 10 10 8 10 2 8 10 8 8 8 8 8 2 10 2 2 2 8 10 10 10 2
left_child=1 -1 3 -3 5 48 11 8 55 -10 49 12 13 -6 15 -9 17 18 19 20 -13 22 23 28 -25 26 -24 -27 -18 30 32 -32 -23 34 -31 -35 51 -15 -39 42 -17 -7 -5 -44 45 -4 54 -48 -2 -11 -42 -20 -40 -21 -12 -8 -52
right_child=4 2 44 39 6 41 7 14 9 10 46 16 -14 37 -16 40 21 -19 36 53 -22 29 25 24 -26 27 -28 -29 -30 33 31 -33 -34 35 -36 -37 -38 38 52 -41 50 -43 43 -45 -46 -47 47 -49 -50 -51 56 -53 -54 -55 -56 -57 -58
leaf_value=-0.0055437049827375112 -0.0010262204613237856 -0.0035384319775316163 0.0069489260505421341 0.0016378791884603552 -0.002670209071216951 0.0069105787997336054 0.0002345724277637624 0.0072432952735704183 -0.0032933798168342876 0.0059705425676548308 0.020805891865351232 -0.0031095815137606449 -0.0062387787064662123 0.00033134134123071211 0.0075357136557466925 0.0027623620577893089 -0.0040697252428424828 -0.0073318895121413322 -0.01090070386705329 0.0025065321545188401 0.013301146026742089 0.010710203757816606 -6.2594713053873275e-05 -0.00088759902489579071 0.0059669994259574245 -0.00210805545877274 -0.0045655770818359394 -0.0082430311175113943 0.020105549146461253 -0.000148878584845787 -0.00087406938526413786 0.0030377239517155436 0.0015968141965281564 -0.0089931219512893699 0.0063402161197613788 0.0027464375482287038 0.0063713626613182694 6.7839524393217338e-05 0.017907943618188156 0.0012163877868127781 -0.001244759295526982 -0.0051665654035197208 0.0018473454887773962 0.018873308926236267 -0.0076804050866700292 -0.0041769360881368477 -0.0046170426860291016 0.010687968949038205 -0.013843756600532451 -0.0055681524530514807 -0.015173058877666528 0.0016852826660668934 0.004421499928247084 -0.0077993663651889809 0.0052954476047763254 -0.010925812141446577 -0.0031306178774076401
leaf_weight=20.623178768903017 14.510610122233627 11.517102338373659 25.316994108259678 13.351432621711863 23.71758964471519 16.733573606237769 5.0312604187056404 7.1838380764238527 18.319347374141216 11.08160361275077 24.749857312068343 8.2723751375451666 21.854883048683405 20.611161164939404 9.5432890225201827 10.878982913680376 5.3080094000324634 9.4648712947964651 14.64603039249778 5.2680978421121827 59.56034220661968 99.243189871311188 1418.8483774922788 367.23319026082754 137.87575570493937 387.69358127517626 241.26416561380029 146.01609661849216 14.018606767989693 7561.3327361026313 888.15932876616716 575.38372446596622 164.6940969824791 67.172270320355892 91.142333128722385 24.646789492107928 9.8014081707224232 14.383612010627983 30.299765944480896 19.764620335772634 13.031939114443956 17.210965672507882 10.13362395763397 32.517630761489272 13.239424623548983 16.789708197116852 9.6158441752195341 28.216849405318499 23.442201180383563 14.977129490114747 18.707400000188503 7.5496555333957103 15.195081312209366 8.6754291914403421 10.853165322914718 6.5693664476275444 7.8248997665941706
leaf_count=156 95 93 145 115 132 117 60 67 154 87 198 50 120 110 75 149 60 122 198 78 755 1895 29129 6984 2596 5270 5487 4083 292 108176 16107 8770 3002 1528 1568 396 151 79 150 145 126 149 89 254 79 104 85 221 213 126 208 79 78 144 85 129 84
internal_value=0 0.00354833 0.00510346 0.00844665 1.67585e-05 -0.00528689 5.0511e-05 0.00318479 0.00609573 0.0079408 0.0101068 -1.18691e-06 0.00398598 0.00644251 -0.00247882 -0.00490045 -4.47606e-05 0.0038895 0.00527266 0.00834475 0.0111751 -8.72492e-05 -0.000880675 0.00176078 0.001052 -0.00151653 -0.00073717 -0.0038906 0.014257 0.000141044 0.00139503 0.000672587 0.00525336 -0.000139912 -6.45621e-05 -0.00587651 -0.00268316 0.00912634 0.0117319 0.0104435 -0.00743301 0.000980368 0.0131045 0.0158168 -0.000595731 0.00255646 0.0134851 0.00666318 -0.0100381 -0.000397211 -0.0102292 -0.00734433 0.0148225 -0.00443454 0.0180278 -0.00804586 -0.0132572
internal_weight=0 163.254 142.631 87.2844 12707.8 71.8974 12635.9 196.585 129.414 117.814 99.4944 12439.3 126.062 104.207 67.1703 57.6271 12313.3 123.238 113.773 81.7762 67.8327 12190 2718.26 524.436 505.109 2193.82 1660.11 533.71 19.3266 9471.77 1727.48 1463.54 263.937 7744.29 7652.48 91.8191 31.9971 80.4896 59.8785 75.7673 50.4432 33.9445 56.0027 42.6513 55.3461 42.1067 73.4357 37.8327 37.9528 26.0587 39.5642 22.1957 45.4948 13.9435 35.603 11.6006 26.5323
internal_count=201197 1180 1024 696 200017 574 199443 1854 1145 956 802 197589 669 549 709 634 196920 1577 1455 1027 805 195343 53901 9932 9580 43969 34616 9353 352 141442 29774 24877 4897 111668 109744 1924 428 417 307 603 567 266 458 343 328 249 589 306 308 213 418 277 228 222 283 189 292
is_linear=0
shrinkage=0.0227381


Tree=762
num_leaves=112
num_cat=0
split_feature=122 212 225 226 232 31 221 58 131 177 226 17 93 7 157 226 17 211 123 187 216 149 123 232 58 136 122 14 9 124 169 206 224 89 152 228 190 14 122 122 229 122 133 177 210 149 211 123 40 122 228 180 200 16 122 230 197 232 211 39 221 144 232 197 221 155 122 180 136 180 10 123 219 180 230 224 219 151 194 120 19 154 79 200 190 152 17 151 219 202 180 130 210 194 17 120 197 128 231 120 123 86 149 43 224 189 189 228 227 228 86
split_gain=3.94433 7.12707 10.392 7.40483 6.34323 8.11964 9.40512 7.56462 6.76876 5.73645 7.65021 7.42183 6.59262 7.39374 7.16792 6.01128 9.3341 5.84205 5.77193 6.64358 5.69943 6.2489 5.61514 6.3235 7.0519 7.41738 5.56497 8.27739 8.76196 8.74528 8.75501 8.40278 10.6584 8.34638 11.2338 9.02739 7.91857 7.40464 6.81037 19.5854 9.38461 8.77171 8.10547 7.37949 6.67306 8.53524 6.66346 6.64677 8.74447 6.63719 9.49103 8.50038 7.4532 7.73717 6.83672 7.61724 8.76685 9.87613 7.44209 7.24961 7.08745 8.03852 7.00412 6.58561 7.26447 9.2457 6.53991 14.1612 9.81101 7.88371 12.0669 7.63856 7.35478 7.04919 7.9308 6.77644 6.51551 6.47128 6.40008 6.00532 5.97701 6.61382 5.94566 5.85225 9.94543 7.62816 7.42518 6.04353 10.9226 8.5892 8.23789 5.95774 5.79023 5.68681 5.6586 6.74436 5.65988 5.60088 5.58953 5.56542 5.53656 5.46422 5.38877 5.36472 5.3636 5.33037 5.31809 7.64494 6.05058 5.29764 5.22153
threshold=0.09741734110711861 0.016730829142034057 -0.0079654864966869337 -0.010573406703770159 0.010953973513096573 10.500000000000002 -0.0018336243228986857 0.97985000000000011 0.24140648298069858 0.62731481481481499 0.0050641237758100041 -6756.4999999999991 -1032.4999999999998 28730.250000000004 97858.327500000014 -0.0057381128426641217 -4371.4999999999991 0.0044746175408363351 0.9999943732510389 7.8762881338638921 -1.0000000180025095e-35 14.816666666666668 0.92661091730150169 -0.00070092620444484044 0.98435000000000017 0.29098573068735384 0.078984752592741736 0.024887000000000003 4.5000000000000009 33.934291581108837 0.0071430892044927145 0.0045057733077555904 0.0053143696859478959 1.5000000000000002 223578.80222727274 0.0054170088842511186 30.500000000000004 0.019967499999999954 0.054780550167996683 0.057981068504178723 0.0031023544725030665 0.048584384204248786 0.34728418549267215 0.14459930313588851 0.0066526243463158616 1647.1666666666667 0.061637610197067268 0.92660723864658279 0.47278998524857213 0.061176365448172378 0.014822641853243114 9133.9537500000024 10.500000000000002 -1973.4999999999998 0.064919000757355419 -0.00034040887840092177 1.0333006383684535 -0.0046496756840497247 0.025927869603037838 0.74869834314271211 -0.010325826704502104 -111.49999999999999 0.0019871948752552275 1.0506880523704887 0.0095368544571101683 215578.94113636369 0.049999856481893867 2250.7650000000008 2.3223565392658001 3287.0662500000003 3.5000000000000004 0.99999882592825051 0.018974365666508678 5116.6462500000007 -0.0045105428434908381 0.001911410363391042 -0.00055335203069262196 2570.5000000000005 0.1502688172043011 4.108282984408377 6.5000000000000009 708630.75000000012 0.062850000000000003 6.5000000000000009 15.500000000000002 517939.87500000006 -8199.4999999999982 548.50000000000011 -0.022903706878423687 -0.08341441303491591 6144.2137500000008 0.2929200648108114 -0.00029001949587836856 0.091229193341869422 -7851.4999999999991 1.8749882813241461 1.0254024128747008 50603.625000000007 0.010429243557155134 2.512936704155678 0.83472068745569461 0.044150000000000009 146.07142857142858 0.11625000000000001 0.0093254502862691897 0.12771867612293145 0.27042925278219404 0.0026024612598121171 -0.012606464792042969 -0.010960870888084171 0.053850000000000009
decision_type=8 2 2 2 2 2 2 10 10 10 2 2 10 10 8 2 2 2 10 8 2 10 10 2 8 8 10 2 2 2 10 2 2 10 8 2 8 2 10 10 2 10 10 8 2 8 2 10 8 10 2 10 10 2 10 2 8 2 2 10 2 10 2 10 2 10 10 10 10 10 2 10 2 10 2 2 2 10 10 2 10 8 8 8 10 10 2 8 2 2 10 10 2 8 2 2 10 10 2 2 10 8 8 8 2 10 10 2 2 2 8
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internal_value=0 -0.000604047 -0.00172157 -0.000300885 0.00380555 -0.00379348 -0.00837513 -0.00412456 0.000174138 -0.00153326 -0.00224504 -0.00315464 0.00300577 -0.00163893 -0.00152056 -0.00237138 0.000374166 0.00268586 0.00421248 7.49125e-05 0.00109426 -0.00127509 0.00627959 0.00419888 -0.00365877 0.00954255 0.0082828 0.00976564 -0.00502815 -0.00442128 -0.00483374 -0.00157461 0.00269093 0.00679085 2.72181e-05 -0.0057575 0.000414379 0.00154447 0.00704355 0.0117683 0.0167063 0.000123269 -0.00306286 0.00463963 0.0011448 0.000139486 -0.00295044 0.00304054 0.00173715 0.000722235 -0.00320189 0.00222273 0.00947413 0.00190625 0.00246398 0.00415859 0.00458662 0.00624575 -0.00161158 -0.00344731 0.000275163 0.00155435 -9.31234e-05 0.000113148 0.00106942 0.000146446 -4.33191e-05 0.00333462 0.0061973 -0.00319985 -0.00062914 0.00177767 -0.00216463 0.00430944 0.00134931 -0.00112111 -0.00137101 0.00439282 -4.13341e-05 -0.00313516 0.00262431 0.00895958 0.0204513 0.0204636 0.00536516 0.00208304 0.00326435 0.00889221 0.00233189 0.00541497 0.000148254 -0.00494561 0.00165337 0.0104636 0.00309824 0.0116118 0.000552041 0.00752009 0.000446385 0.0124339 -0.00256883 0.00134422 -0.00536468 0.00994709 0.0124929 -0.00279369 0.00345046 -0.005405 -0.00889467 -0.00257296 -0.00557377
internal_weight=0 3574.84 1463.19 873.846 195.934 589.341 139.288 52.6888 2111.65 788.44 450.052 408.931 86.1304 65.3896 677.912 595.18 257.424 183.31 166.651 555.114 478.476 332.863 145.613 98.9896 233.873 53.3632 128.195 120.402 74.1147 337.756 322.8 163.997 90.2538 143.245 48.3368 76.6383 9250.99 1887.34 118.19 74.4792 51.4839 7363.65 327.577 78.7405 1769.15 1162.11 393.599 607.034 768.515 177.835 105.183 742.292 81.507 525.527 506.57 357.676 358.825 274.843 148.895 131.931 7036.07 1566.7 5469.37 5136.61 2243.1 1600.23 1584.86 642.868 255.79 332.761 2893.51 487.264 191.038 296.226 387.078 2406.24 2308.1 98.1429 383.466 176.779 206.687 19.9009 40.8068 15.0151 34.6368 1400.85 866.116 112.673 753.443 279.811 534.734 117.48 417.254 38.2406 44.6023 93.2409 379.013 195.753 473.632 32.913 263.005 111.464 151.541 94.9083 76.2091 165.853 48.0916 117.761 59.7231 45.6264 248.837
internal_count=200669 59463 25049 14785 2498 10264 1759 707 34414 14006 8505 7783 991 727 12287 10874 4014 2873 2524 9198 7754 4899 2855 1717 3182 704 2444 2201 1141 6860 6792 2966 1718 1791 610 1444 141206 38745 2761 1599 1325 102461 5667 1386 35984 26766 9311 9218 17455 4234 3095 16302 1516 7702 7399 5295 7777 5440 2104 1901 96794 25102 71692 65549 27075 16118 15950 10957 4250 6143 38474 6392 2545 3847 6707 32082 30698 1384 8525 4384 4141 695 893 461 951 22931 14263 830 13433 4980 8668 2897 5771 640 1282 675 5131 2868 8453 677 5287 2196 3091 1181 893 2171 595 1576 1090 1013 4281
is_linear=0
shrinkage=0.0227381


Tree=764
num_leaves=88
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decision_type=10 10 2 8 2 8 2 2 10 10 2 2 10 2 8 8 2 10 2 2 10 2 2 8 2 8 10 2 2 10 10 2 10 10 8 2 2 2 10 10 2 8 10 2 8 8 2 2 2 2 2 2 2 10 2 8 10 10 2 10 2 10 10 2 10 10 2 2 2 8 8 2 8 2 10 2 2 10 10 8 10 8 10 2 2 2 2
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internal_weight=0 12845.1 12838.5 7589.47 5249.05 7197.64 7147.83 129.029 7018.8 118.305 100.087 391.824 165.62 68.4809 50.7161 226.205 181.332 97.1387 23.318 29.3185 35.8858 5158.61 1568.39 702.352 368.044 341.367 334.308 223.36 110.948 866.035 111.23 42.2409 754.805 695.117 129.193 90.4344 43.5059 37.4741 3590.23 2695.24 894.984 780.012 114.972 1691.51 1622.6 1003.73 70.7692 103.103 932.959 676.91 68.9161 99.4998 44.873 6995.48 3331.91 3663.57 49.8168 26.6773 68.9888 52.1393 32.3003 67.8203 114.497 14.8303 34.9279 40.3534 27.4669 24.708 18.2177 7.30804 17.7648 42.481 37.0167 16.01 14.6957 59.6889 16.4029 19.839 17.5735 15.4719 31.0536 46.9285 39.7244 21.0712 9.94515 33.4677 10.7241
internal_count=201248 201116 201036 121833 79203 113587 112863 2825 110038 2593 2085 8246 3323 1414 1061 4923 4191 1909 1483 406 775 77842 23500 10252 5490 5128 4762 3151 1611 13248 2187 800 11061 10012 3080 1361 757 661 54342 38908 15434 13683 1751 25320 24373 13588 1390 1861 12198 11822 947 1412 732 108555 50177 58378 724 362 1387 1111 597 1503 2743 286 490 1085 418 300 508 420 353 656 586 1063 337 1049 280 514 298 339 499 604 534 381 242 457 232
is_linear=0
shrinkage=0.0227381


Tree=765
num_leaves=112
num_cat=0
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split_gain=3.75086 3.7284 10.1406 11.4298 9.32337 7.89806 7.57454 7.40899 7.29406 8.17896 6.88058 7.68176 8.89439 6.86914 7.9841 6.7156 6.88141 7.51483 6.60738 6.13806 6.06191 7.6938 7.54665 5.65751 6.88483 5.89992 5.90475 5.49386 5.67307 5.43638 5.28276 5.26289 4.75622 4.63188 4.27257 4.20644 12.2921 3.93209 6.98586 7.0233 8.04097 9.4593 7.64277 7.01331 6.96243 8.53899 7.84195 6.64058 6.54882 6.51875 6.36622 6.32914 6.84003 6.47251 9.54571 7.26935 6.30948 7.09349 6.06444 6.22144 7.56868 6.77827 5.98466 6.25232 5.94875 5.8574 6.08883 16.8977 8.35823 6.07024 5.78989 5.73741 5.70673 5.70637 5.6442 7.03018 5.60509 5.47936 5.39893 5.09794 4.91803 4.91038 4.84205 4.76418 4.42478 4.19914 4.05976 3.99059 3.83892 3.77978 3.71938 3.6403 3.56262 3.51172 3.37392 3.30412 3.16923 3.12092 3.04937 2.94341 2.84722 2.81961 2.7688 2.6724 2.46749 2.28766 2.14838 1.97344 1.95006 1.94854 1.819
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decision_type=10 2 10 10 2 10 10 10 2 8 8 2 2 2 8 2 10 10 2 10 2 8 2 2 2 10 2 2 2 10 2 8 10 8 2 10 8 10 8 10 10 2 2 2 10 10 8 8 8 2 2 10 10 10 2 8 2 8 10 8 10 2 10 2 2 2 2 8 10 2 2 2 10 2 2 2 10 8 2 2 8 10 10 10 2 2 8 10 2 10 10 10 2 2 2 10 2 8 8 2 8 2 2 10 8 10 10 8 2 2 2
left_child=1 2 3 4 6 -5 10 8 9 29 34 92 -13 18 -15 16 17 20 -10 -11 89 22 -22 31 94 26 -26 28 32 -6 -23 107 -19 98 100 37 -37 44 39 48 42 50 -41 -43 58 47 -47 76 64 72 -42 53 56 62 71 -56 80 -58 65 78 61 -61 63 -40 84 69 67 -67 -68 101 -51 -55 -49 -62 75 -50 88 -71 81 -48 -53 -60 83 -54 -39 -81 -80 -64 -46 91 -66 -4 -12 -33 109 -76 106 -30 -17 -18 -1 -3 -36 -8 -78 -9 -38 -7 -29 -25 -84
right_child=-2 35 15 5 7 23 103 105 13 19 11 12 -14 14 -16 33 99 27 -20 -21 21 30 -24 24 25 -27 -28 108 97 -31 -32 93 -34 -35 102 36 96 38 51 40 41 43 -44 -45 45 46 79 49 74 70 -52 52 82 54 55 -57 57 -59 59 60 73 -63 87 -65 90 66 68 -69 -70 77 -72 -73 -74 -75 95 -77 104 -79 86 85 -82 -83 110 -85 -86 -87 -88 -89 -90 -91 -92 -93 -94 -95 -96 -97 -98 -99 -100 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
leaf_value=0.0021985710585232443 0.011182501684190259 0.0022219182511946998 -0.014537810079221412 -0.0028023814451906093 -0.0032346949815371681 -0.010471835748584487 -0.0084189827234366216 -8.5225699168977025e-05 0.012294753557938479 -0.00076471574791451126 -0.0097383436943911088 -0.0032711253984574274 0.013220631960557382 0.0082987857035543497 -0.0016031761803688481 0.00060518563740361313 -0.0023981158669843148 0.0092645566290915273 -0.0019671018585417999 -0.0062249279879624513 0.012647164634487465 3.0595887366684446e-05 -0.0015204237281919912 -0.0020351487757888191 0.0025032833698202753 0.0012553487024114505 0.022931294328038962 -0.011013476481111015 -0.00089712117820972971 0.01283280128164325 -0.0097102519514386948 0.013994038378064342 -0.0069725991562416909 -0.0042841018300854052 -0.0020911037891180721 0.013002434325769668 -0.015242625532752862 -0.0064706413747912762 0.0076275306305753684 -0.0050823048062523385 0.0051144279361176681 0.014836883481440159 0.018892525866224003 0.0027488938769597393 0.01006015647518837 -0.0036036565574230016 -0.0011834798958639202 -0.0057642669374143498 -0.0031366998632563485 0.015092145331288411 -0.0011222549203178825 -0.0046063269638794667 0.0021744710978659205 0.0082249804206728627 0.015339930950726994 -0.0013301733321176518 0.0022890669702071123 -0.013436391849480537 0.004362118897739682 -0.0010025677433007053 -0.0062841628465918845 0.0039128995719775435 -0.0090338433332216601 -0.0016506749022462859 -0.010978683654726025 0.0074128716644755325 2.6043866262832379e-05 0.0006428667488952277 0.0046345070333696425 0.0051239789560881422 0.00061692731560702486 -0.009025697024843838 0.0069265835164987596 0.0039612785833103561 0.0033867918771416385 0.012902966398855645 -0.014298972443770291 -0.0037867644492755939 0.010644816238370639 0.025292798165070296 0.0087275439031775492 -0.012867039975572229 0.012785815532785698 -0.0046569922360120983 0.0026120147163521648 0.00087355684403475078 -0.0047491568367733 0.0049263461700290697 -0.0063258797848221148 0.0037567800966489574 0.00043862077169699388 7.2479333244421555e-05 0.0053115312904991321 -0.0032616354438107184 -0.0074472121982766737 -0.0088416834078887292 0.00029562151752972484 0.015749163525117901 0.018415951262868765 0.017227087453356774 -0.0098891394689733462 -0.012818890981305059 0.012216808949181332 0.0041061312282259232 0.0014897406120653448 0.018110847988421695 -0.00035138423744390909 0.0032483079323482752 0.0014568993594197271 0.011020127488145234 -0.00058315377278530059
leaf_weight=12.429977129213514 7.3441503117792299 4.9334473488852373 48.709271565079689 23.968035794328898 11.972137587144969 9.7821738137863559 18.894596246071163 4.5341225536540133 52.326867192052305 404.59681468876079 9.6080459430813807 16.130361257120967 113.84115750715137 46.44709435524419 171.27278061816469 7.8829684876836899 3.0528351014945656 6.046548634767535 20.244236500002444 137.34253516979516 16.381660282611847 42.185838854406029 81.358468242920935 5.9186036773026007 11.283925953321157 12.299869064241646 40.571170807816088 7.5682524107396603 6.1994342033285674 24.150575486943126 81.651299393270165 8.2925798743963259 17.494498259853572 6.8400736544281235 8.3448053188622016 6.9314836082048705 28.584412085358053 36.788805871736258 36.651844825595617 5.3483320451341596 91.878760608378798 30.232204776257277 15.723728604149072 83.754470304585993 9.1087007983587664 8.0851114755496365 5.071186535991731 37.5726910950616 18.318763863295317 29.744072447996587 527.80947276530787 118.74568336457014 74.066637274809182 6.6636436358094242 34.899138748645782 17.76262466609478 14.947804382536559 84.057605647947639 5.7452068373095235 705.60415080236271 174.97647867305204 173.40616619586945 63.041999408509582 212.10197414923459 72.620175767689943 225.60816258576233 6312.8459560782649 1035.1743586286902 201.6557677462697 41.89408315019682 23.98657056549564 24.134797491133213 21.855928990989923 27.14904498308897 13.414102177135645 28.445543163921684 17.320862654596571 114.93895620247349 6.7356160737108466 17.07713653147221 8.1251931115984899 48.670432211598381 7.6008813264779729 145.17314005456865 63.297067863866687 4.9794326992705455 13.08621476520784 6.8278750213794401 5.207259237766265 4.6391159957274786 17.238149669952691 10.31897221971303 7.359544798731803 5.3320230254903427 6.7706748908385626 18.930498407222331 10.950783385895191 19.920491972239688 8.3727193656377477 4.0123545431997618 16.638439116068184 32.129376922734082 8.09287156537175 6.7831326071172944 4.497641595080494 6.9357558661140501 6.2664894559420636 3.0277929352596393 7.8639520294964296 6.7286071162670851 6.7283470719121397
leaf_count=177 104 119 885 156 150 266 225 124 1029 4309 143 358 1377 1063 3508 98 133 62 384 3325 131 942 674 96 205 151 593 81 103 332 1790 130 261 112 123 68 375 646 445 135 1614 612 286 1414 162 165 97 745 268 496 9675 1882 1169 95 557 474 148 1423 28 10315 3259 2553 1142 2787 1389 2797 97872 16725 1782 252 435 544 369 489 233 393 403 1828 76 331 104 737 87 1903 1268 115 214 205 113 75 276 180 99 89 113 288 87 244 149 131 282 677 100 90 91 120 120 84 122 89 90
internal_value=0 0.000146066 0.00116556 0.00216506 0.00136678 0.00823012 0.00547868 0.000304199 -1.13523e-05 -0.00148422 0.00701559 0.00929224 0.0110979 0.00287989 0.000744271 -0.00204682 -0.00287648 -0.00346052 0.00852931 -0.00222411 -0.00502873 -0.00302218 0.00168473 0.0106628 0.0133278 0.0165428 0.0194745 0.00319638 0.00668759 0.00790939 -0.0066054 0.00103387 -0.00143903 0.00808906 -0.000644083 -8.69238e-07 -0.00593944 3.16422e-05 -0.000912886 0.000357412 0.00148102 0.0009995 0.0130979 0.00677083 0.0002236 0.00449626 0.0133519 0.00179411 -0.00274277 0.00446448 -0.000140217 -0.00241107 -0.00420872 -0.000311834 0.0050215 0.0103196 -0.00695892 -0.0110689 0.000133051 -0.00140033 -0.000932222 -4.35384e-06 -0.00180411 -7.44098e-05 -0.00496735 0.000356631 0.000455586 0.00189632 0.00017462 -0.00346232 0.00960676 -0.00431261 -0.000811325 -0.0048025 0.00256183 0.00710842 -0.00581902 -0.00126384 -0.00741298 0.0180566 -0.00325258 -0.0107009 -0.00139642 -0.0023541 -0.000974271 0.0215715 0.00211962 -0.0072792 0.00396249 -0.0108214 -0.00894135 -0.0122992 -0.00361943 0.00859166 0.000888556 -0.00412391 -0.0104082 0.0125544 0.0129766 0.0120854 -0.00539822 -0.0107753 0.00672948 -0.00491009 -0.0115431 0.013963 -0.0131646 -0.0072265 -0.00641111 0.00655932 0.00864368
internal_weight=0 12859.5 1612.42 1231.92 1097.95 133.975 218.123 879.823 868.353 578.062 192.445 146.939 129.972 290.291 217.72 380.499 357.403 350.338 72.5711 541.939 285.245 221.577 97.7401 110.007 83.5729 64.155 51.8551 65.0932 49.661 36.1227 123.837 26.4346 23.541 23.0958 45.5061 11247.1 52.7332 11194.4 1885.33 1023.8 754.747 733.675 21.0721 113.987 9309.06 184.507 35.2129 149.294 269.053 113.159 619.688 861.529 459.445 402.084 83.4602 52.6618 225.876 99.0054 9124.55 1155.37 1081.14 879.01 318.624 248.754 189.944 7969.18 7775.28 1260.78 6514.5 193.896 53.7306 30.7984 59.4286 202.126 79.1089 46.7643 36.1345 156.833 74.2375 27.1278 126.871 54.4156 233.569 219.24 100.086 22.0566 19.8218 69.8699 14.316 63.6674 89.8583 59.0282 16.9676 13.6246 19.4179 32.3446 45.8017 26.1199 16.2557 7.06519 29.0684 37.0628 16.4377 25.6777 21.8185 11.4699 34.8509 12.81 15.4322 12.6472 14.3292
internal_count=201014 200910 25463 19290 17318 1972 2974 14344 14100 8116 2659 1977 1735 5984 4571 6173 5814 5550 1413 7634 4677 3537 805 1816 1247 949 798 873 670 482 2732 569 323 359 682 175447 650 174797 31552 18497 13736 13315 421 2026 143245 3522 708 2814 4761 2045 11289 13055 6806 6249 1670 1031 3557 1571 139723 17671 16616 12868 4579 3232 3579 122052 119176 19522 99654 2876 931 639 1114 3748 1182 661 769 2080 1055 543 1986 765 3249 3072 1914 446 290 1347 275 1140 1665 1065 242 219 298 521 582 347 247 264 459 796 223 315 494 244 495 350 203 185 177
is_linear=0
shrinkage=0.0227381


Tree=766
num_leaves=112
num_cat=0
split_feature=17 134 205 41 6 60 120 175 218 222 123 44 207 11 212 51 193 189 188 229 212 171 120 121 177 131 220 201 212 161 231 83 135 17 175 227 221 221 72 152 89 229 223 224 177 182 194 222 208 182 161 222 133 177 176 195 127 223 231 92 18 152 230 207 197 154 141 126 56 16 212 141 93 141 155 134 18 127 55 182 16 133 120 122 135 131 121 228 152 131 189 93 197 42 122 207 215 134 213 186 174 231 225 208 205 6 218 211 225 73 43
split_gain=4.67335 9.30064 10.0944 8.31263 8.73156 10.3526 9.52946 8.87669 7.77259 7.48274 7.09013 10.2979 6.90222 6.50417 6.60146 6.00511 6.30367 5.98139 6.87226 5.98043 5.7455 6.57877 5.67427 5.50722 7.6554 5.43444 7.66648 6.21737 5.82595 6.71043 6.3873 6.1556 5.68813 5.68786 6.72887 5.89798 5.36874 5.32933 5.3158 5.21377 5.14793 5.10986 5.16706 5.09411 5.0483 5.03704 4.84352 4.80569 5.54099 6.97654 5.52332 6.84843 5.02813 4.69739 10.5863 13.3964 9.33928 8.93465 8.58142 7.40043 7.23405 7.57516 8.86545 7.61028 7.14571 6.62304 6.42268 8.52856 7.2739 6.81819 10.7899 7.10164 5.99331 7.61212 5.66371 5.57837 5.36817 5.33741 6.98213 8.7026 7.37738 6.57758 5.82058 5.76409 12.2198 9.92079 9.85244 10.6602 8.26008 7.84176 9.22822 8.6464 8.64079 8.31529 7.93431 9.37897 7.84889 7.78985 8.53043 7.70303 7.38192 7.3404 6.85542 6.84033 6.30257 7.04871 5.86027 5.73326 5.61012 5.57237 5.34956
threshold=-9075.4999999999982 0.0061334776912703413 0.025891696102917198 0.78322013527307577 782050.50000000012 0.08815000000000002 5.3015900780446401 1.0000000180025095e-35 0.0011855880729854109 -0.025117088109254834 0.71633134626403228 0.98685000000000012 -0.021395155228674408 1.5000000000000002 -0.01608532294631004 0.054250000000000007 2.5000000000000004 0.21448748991121874 0.9260777170613238 0.011788953095674517 -0.038593344390392297 232.50000000000003 3.8183047101944987 0.16099918645257708 0.59629629629629644 0.39622129024527047 -0.017505563795566555 0.021164613661814113 -0.019283479079604145 0.67985576243619295 -0.0059623455163091412 0.030050000000000004 0.30668108044327247 -9350.4999999999982 3.5000000000000004 -0.018988169729709622 -0.014681950677186249 -0.014029180165380238 0.98435000000000017 273044.25000000006 1.0000000180025095e-35 -0.014269175939261912 0.0021623341599479322 0.017664510756731037 0.62284482758620696 -382.31666666666661 0.8803669724770643 -0.0051764361560344687 -0.0079552708193659765 -471.97058823529409 0.29033853615412664 -0.021998599171638485 0.19745936699575392 0.50714285714285723 10.500000000000002 13.366095146099978 4927.3700712658056 0.0012404898297972979 0.0052698974031955012 2.5000000000000004 -4763.4999999999991 240000.53571428574 0.0034889800008386378 0.042848506942391403 0.98675567018178445 90002.250000000015 0.5446981225331321 0.015786961310286798 0.023650000000000001 -539.49999999999989 0.0046550121624022731 0.46915828796951781 -411.49999999999994 0.16896096525771911 261867.00000000003 0.19777930613304159 -5006.4999999999991 34692.110043292902 0.0065500000000000011 -457.73214285714283 -2294.4999999999995 0.13347885908452281 6.6665500706333942 0.048405330788375868 0.1351629241339046 0.21873374970301168 0.19366529731610158 0.011724870186299087 360481.61250000005 0.24419351150203503 0.31277173913043482 -581.49999999999989 1.0046768500384835 0.13695000000000004 0.049018300186153302 -0.05308390595018863 0.0055353897623717794 0.10719816741351075 0.013816819060593845 14214.802500000002 4.5000000000000009 0.0015335715143010022 -0.0028497546445578332 0.013964256737381222 0.06380143761634828 675020.25000000012 0.024588495492935184 -0.013246884569525717 -0.018039641901850697 0.93625000000000014 0.044650000000000002
decision_type=2 10 2 8 2 8 2 10 2 2 10 8 2 2 2 10 10 10 10 2 2 8 2 10 10 8 2 8 2 10 2 10 10 2 8 2 2 2 8 10 10 2 2 2 10 8 10 2 2 10 8 2 10 10 8 10 2 2 2 10 2 8 2 2 10 8 2 2 8 2 2 2 10 2 8 10 2 2 10 10 2 8 2 10 8 10 10 2 8 10 8 10 8 8 10 2 2 10 2 10 8 2 2 2 2 2 2 2 2 8 8
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Tree=769
num_leaves=112
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decision_type=2 8 10 2 8 2 2 8 2 10 2 8 2 8 10 8 10 2 2 10 10 10 10 10 10 2 2 2 2 8 2 10 10 2 2 2 8 2 8 8 2 2 10 8 2 8 10 8 8 10 2 10 2 8 10 10 2 8 10 2 8 10 2 10 10 8 8 10 2 10 10 2 2 2 2 2 2 2 10 8 10 10 2 8 2 2 8 8 2 2 8 2 2 2 2 10 2 2 10 2 8 10 2 8 10 2 2 8 10 2 10
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leaf_count=1764 828 289 2286 828 902 307 235 762 260 838 304 199 266 131 95 479 1917 923 1770 2029 973 255 72 144 207 1568 168 410 13237 142 774 2168 269 1685 7858 4254 2589 494 2158 6301 9281 590 412 326 2884 383 222 952 169 487 1769 930 852 3349 611 226 895 571 304 400 851 96 260 211 145 8637 13331 1330 87 277 60 1482 2964 7728 8781 531 207 312 1837 512 869 259 185 2074 2721 273 6103 1334 4169 808 257 73 1012 1698 19182 753 4246 387 8177 435 520 1621 202 266 218 2720 900 97 204 270 533
internal_value=0 -0.00186694 -0.00353559 0.00223355 -0.000748327 -0.00582701 0.00229195 -0.00336308 0.00610752 0.00210482 0.00901743 0.00556011 -0.00422675 0.00736168 -0.00762237 0.000241522 0.000689381 0.00145567 -5.59574e-05 0.00167859 -0.000970124 -0.0081864 0.00132323 0.00215533 0.00491733 0.00865867 0.0103868 0.00160889 0.00162953 0.000637966 -0.00564829 0.00220527 0.000187703 0.00410029 -0.000109641 -0.00148122 0.0025729 0.000841877 0.0014849 -0.000919466 0.00262528 -0.000605234 0.0129377 -0.00297817 -0.00497225 0.0041479 -0.000246674 0.000507307 -0.00166656 0.00116037 -0.0037849 -0.00454489 0.00116406 0.00166411 0.00240006 -0.00418759 -0.0015774 -0.0024038 0.00539365 0.00325423 0.00701802 0.0115905 -0.00106849 -0.00450427 0.00054769 0.0029093 0.00334809 0.000319194 -0.0086582 0.00676074 0.0129153 -0.00126007 0.00139336 -0.000739923 0.00216755 -0.00466479 -0.00422482 0.000727406 -0.00261928 -0.00637658 0.00366865 0.00784009 0.0100965 0.0042181 -0.00676022 -0.011044 -0.00241871 -0.00561601 -0.00133144 0.00806727 -0.000639858 5.66843e-06 0.00284715 -0.00267375 -0.000818263 0.00462013 0.00454714 0.00541299 -0.00321473 -0.00812031 0.0117253 -0.00713714 -0.000526702 -0.00256695 0.00348513 -0.00784539 -0.000469754 0.00934641 0.0184917 0.00388614 0.00498519
internal_weight=0 573.005 408.114 164.891 233.079 84.3293 148.749 60.3394 88.41 69.7873 31.6695 109.636 55.2552 99.7817 45.6711 12281.4 6403.48 3153.33 3250.15 3072.64 467.323 107.372 359.951 2605.31 405.165 183.616 163.682 221.549 2200.15 353.227 66.0233 287.203 3140.34 214.033 2926.31 1196.63 221.923 1729.68 1484.97 478.265 1006.71 176.041 45.8827 244.705 193.233 51.4724 5877.93 3067.2 708.578 305.189 403.389 386.635 2358.62 2072.71 1691.02 116.883 381.69 285.908 50.9355 236.154 126.182 33.0568 2810.73 302.692 119.167 1574.14 1461.53 127.05 73.1549 47.4484 67.1016 109.972 2143.35 570.819 1572.54 63.086 234.973 89.4009 112.604 80.697 78.7258 128.38 105.715 158.463 267.468 87.9309 974.704 238.254 736.451 37.7833 2508.04 1910.31 424.664 597.73 1485.64 116.403 350.738 330.949 578.094 119.854 50.3698 145.572 51.5203 22.6641 43.7284 175.642 59.0803 16.7538 19.7518 101.605 46.2524
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is_linear=0
shrinkage=0.0227381


Tree=770
num_leaves=112
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decision_type=2 10 10 8 8 10 10 10 10 10 2 10 2 2 10 2 10 8 10 10 10 10 2 2 8 2 10 2 8 10 8 2 8 2 8 10 10 2 2 2 2 8 2 10 2 2 8 8 10 10 8 2 8 8 2 2 2 10 8 2 10 2 8 10 10 8 2 10 2 8 8 2 8 10 8 10 8 2 2 2 2 2 10 2 8 2 8 10 10 2 2 2 8 8 2 8 8 2 10 8 2 2 8 10 8 2 8 2 2 2 8
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Tree=772
num_leaves=112
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decision_type=2 2 10 2 2 8 8 2 10 2 2 10 10 10 2 8 2 8 2 2 2 2 2 8 2 10 10 8 8 2 2 8 8 2 8 10 2 2 8 2 10 2 8 10 8 2 2 2 2 8 2 10 8 10 2 8 2 2 10 2 2 2 2 8 10 2 2 10 8 10 2 2 10 10 2 10 8 2 2 8 10 2 2 2 8 10 2 8 8 2 2 10 2 2 8 8 2 8 10 10 2 8 2 2 8 2 2 2 10 2 2
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leaf_count=24754 218 121 193 167 166 270 256 265 161 148 235 216 178 177 221 82 112 533 109 534 629 365 119 157 151 94 161 595 204 253 622 98 2013 1416 523 2623 1223 84 120 276 1812 636 203 2328 124 570 95 378 95 251 141 106 258 406 305 1420 157 404 381 143 254 2667 855 115 97 680 448 104 345 348 207 10232 1689 3793 646 679 2076 7522 10478 5059 12519 26506 52990 147 301 346 235 1666 69 136 271 282 200 153 1356 294 81 466 94 87 39 2000 135 274 128 127 87 70 235 76 148
internal_value=0 -0.00314978 -0.00495532 -0.00625 0.00806511 -0.00887409 0.000524129 -0.00314022 0.00263225 6.3742e-05 0.00217745 0.00569969 0.00365066 0.00707967 0.00964615 0.00168737 -0.00403668 -0.00214882 0.0149159 -0.000847609 0.0178705 -0.00224153 -0.00784926 6.21659e-05 0.00300856 -0.00615467 0.00770037 0.0103134 0.00749494 -0.00501102 -1.66377e-05 -0.00128221 -0.000121021 0.000590658 0.00170028 0.00377628 0.00866481 -0.00414657 0.00265858 0.0100911 0.00144723 -0.00163742 0.00524028 -0.00346563 0.000137028 -0.00561093 -0.00652999 -0.00306354 -0.00978572 0.00293782 -0.00352044 -0.00595299 0.00232081 -0.00433835 -0.0076137 -0.0110433 -0.00622035 -0.00382087 0.00111896 0.00431229 -0.00735184 0.000186113 0.00118049 0.00715779 0.000717995 0.00114666 0.00146348 0.00995768 0.000871126 -0.00434907 0.00278508 -2.71871e-05 -0.00034681 0.000940308 0.00388873 -0.00499732 0.00537611 0.000406982 0.00166464 -0.00112136 -0.000239466 0.000572033 -0.000827027 -0.00616942 0.0134788 -0.00569079 -0.00370258 -0.00700875 0.0103948 -0.00733834 -0.00163731 0.00390188 0.00541986 -0.00835203 -0.0116531 -0.00815306 -0.00268053 -0.00644586 0.00449894 -0.0100888 -0.0108976 -0.0117684 -0.000156666 -0.00655743 0.00585545 0.002621 -0.00773034 -0.0119951 -0.00426835 0.0040978 0.0071255
internal_weight=0 242.694 213.174 196.948 29.5201 140.037 56.9108 42.713 27.1022 12606.6 453.623 206.077 181.392 112.801 92.567 41.398 20.2336 68.5918 51.1689 247.546 43.4793 217.495 57.3048 160.19 111.693 48.4971 59.546 51.0846 30.0513 27.1501 12153 1309.02 937.804 860.815 681.828 419.67 127.875 371.213 64.4918 27.8049 291.795 262.158 51.6815 210.477 10844 306.721 283.413 145.348 138.065 61.7032 178.987 126.248 52.7388 31.0814 116.602 129.3 74.8007 36.6869 27.0852 23.3081 83.6453 10769.2 1895.18 127.167 1768.01 1636.24 1570.24 101.671 31.3913 131.769 35.6734 8874.02 6674.54 2199.48 328.623 44.2093 284.414 1870.86 1025.9 844.964 6562.51 2756.14 3806.37 112.031 70.2796 65.9992 25.4963 96.0954 21.6574 76.9881 39.8387 26.012 29.2186 65.8317 44.3421 95.3754 52.1467 34.7836 17.3632 129.094 123.4 117.833 21.4896 11.8928 8.96895 19.2483 39.3731 37.1494 20.9073 16.6555 9.59684
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is_linear=0
shrinkage=0.0227381


Tree=773
num_leaves=112
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split_gain=4.57154 11.8351 9.76784 9.50908 14.973 14.2873 13.9926 8.64062 9.7828 7.92816 7.87339 7.69602 7.44159 8.91638 8.13789 9.63633 9.02508 8.31394 9.80553 7.53458 7.30416 7.17824 10.4104 10.1772 11.0432 9.33482 15.6551 8.5065 8.35461 10.6524 8.17397 7.67977 7.65379 7.14625 8.67007 7.4838 8.85391 7.31969 7.10947 7.05394 7.03667 8.63613 7.49935 6.75001 8.54743 7.99578 6.73779 6.7322 6.71719 6.57413 6.41335 6.40788 6.39053 6.38477 9.40197 7.6014 7.42983 7.25036 8.50829 6.27734 6.26782 6.23147 7.45531 6.17011 6.15941 6.00705 8.98157 6.79082 8.39726 8.38758 6.43384 9.5029 7.72361 5.93399 5.80523 5.78339 5.75402 5.66666 5.582 5.58097 5.54876 5.50291 8.67542 7.4552 6.84671 5.46686 5.43842 5.43189 5.39508 5.37983 5.59679 5.251 5.25085 5.2309 5.14512 5.09653 5.04931 5.01915 4.9436 8.04767 4.8733 5.39421 5.20801 4.84872 4.73301 4.72467 4.72093 4.70416 4.70127 4.65006 4.57366
threshold=0.078984752592741736 0.079462512491347573 0.094326660037040724 0.069599888957443026 0.067331954476998815 0.072282740718994654 181008.00000000003 0.46886729449667675 0.14345000000000005 -1723.1384615384613 1.5000000000000002 0.061630759482036043 0.60036212156190838 1.035896892340624 -0.012220913544297217 0.53660268067179639 262680.68630639109 0.033991402015089996 -579.49999999999989 0.036362586331172307 0.00011176390034961516 0.060679563652134706 9133.9537500000024 0.055831623251899817 16.500000000000004 0.05424970238761203 0.63386858619686948 0.058633884995438985 0.0513141511896512 314.54157114561025 0.43384745792380691 49519.312500000007 5.5000000000000009 0.028618451207876209 0.86888568634823471 2.5000000000000004 -829.49999999999989 -0.027662576176226136 -0.037160735577344887 -0.03509202599525451 0.003837975906208158 21236.422500000004 328124.25000000006 0.011261911131441595 -0.02602905128151178 -0.031821863725781434 0.018975500000000003 -131.49999999999997 390226.05000000005 0.5335585585585586 11.560487804878051 0.10620391368865968 0.012379713822156193 -0.007558161858469247 0.18758415810604853 2.4499886574620202 0.028910477494908573 6741.9642857142871 0.062574304640293135 -0.049562525004148476 -0.010325826704502104 67500.045000000013 375484.42857142864 -0.033690448850393288 0.013960183598101141 0.99999829150098474 269766.00000000006 0.0030151879182085399 2.5000000000000004 -0.013258494436740874 6.5000000000000009 3949.5738011429303 18.500000000000004 -0.023229778744280335 23.081356867071154 0.072050000000000017 0.14073503521126765 0.51558395165364745 -556.10795454545439 0.018268576823174957 0.052255420014262206 -0.0076367389410734168 0.68337520938023466 9433.4880433985418 47.500000000000007 0.10005000000000001 8955.9900000000016 -0.01609402988106012 0.025550000000000003 -16.499999999999996 0.97492701015709748 0.61028237020344689 -0.01016979059204459 0.5543402745683893 0.23737638660538371 0.0092506781220436114 0.56294776606265007 0.018299821764230732 1.1567419575633131 139515.45000000004 -0.011380881071090697 0.42206477732793529 39015.375000000007 -0.0044785393401980391 0.23737638660538371 4.5000000000000009 0.0022454074351117019 -0.0055602320935577145 1.0000000180025095e-35 -4090.4999999999995 -0.0035646710311993952
decision_type=10 10 2 8 10 10 2 10 8 8 2 10 8 8 2 2 8 2 10 8 2 10 8 10 8 10 10 10 10 10 10 8 2 2 8 2 8 2 2 2 2 10 10 2 2 2 2 10 10 8 8 2 2 2 2 2 2 8 2 2 2 8 10 2 2 10 2 2 2 2 10 2 8 2 8 10 10 10 10 2 2 2 10 2 8 8 8 2 8 10 10 10 2 10 8 2 8 2 2 10 2 10 10 2 8 8 2 2 10 2 2
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decision_type=2 10 10 10 8 2 10 2 2 10 10 2 8 10 2 8 8 10 2 2 10 2 2 2 10 2 2 2 2 8 2 10 2 2 10 2 2 2 8 2 2 10 10 8 8 8 8 2 2 2 10 8 2 2 2 2 8 2 2 8 8 2 8 8 8 2 2 2 10 10 8 10 2 2 10 8 2 10 10 10 2 8 8 8 2 2 2 2 8 2 10 8 10 10 2 10 2 10 10 2 10 2 10 2 8 10 10 2 2 2 8
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leaf_count=113 301 794 264 99 67 358 129 151 153 279 262 135 540 59 473 731 4189 907 838 40 291 118 173 170 5636 236 121 249 144 335 191 202 10902 2887 3636 2912 541 494 154 284 1547 1062 837 581 673 340 2641 260 291 2923 80 1286 237 393 939 446 756 178 1711 282 1180 257 335 1125 198 365 369 261 144 294 611 963 353 259 1081 105 1330 614 1333 644 139 512 405 819 1146 228 1378 369 611 149 2038 3048 221 289 440 788 5455 416 3293 3325 333 1402 588 5454 1817 59 1295 295 655 975 93220
internal_value=0 -0.00102242 0.00122657 0.00246978 0.00126426 0.00217774 0.00459387 -0.00285413 -0.00202918 -0.00130527 -0.000303001 0.00651414 0.0123823 -0.00108163 -0.000440409 0.00174348 0.00269828 0.0062884 0.0100984 -0.00567737 -0.00967804 0.000369283 0.00129856 0.00115341 0.00104308 -0.00295729 0.00256702 -0.00224247 0.0105851 0.0149263 0.00134983 -0.000243968 0.00211769 0.00517479 0.00115075 -0.000733318 -0.00363589 0.00105455 0.0119646 0.0180381 0.00352557 2.97272e-06 0.00408107 0.0125125 0.00212544 -0.00577743 -0.00549549 -0.00698635 -0.00875826 -0.00315552 -0.00555029 0.000708062 0.0137603 0.0185076 -0.00635185 -0.00704688 -0.00884412 0.00386547 -0.0110739 -0.00907884 -0.0110867 -0.00433916 0.0108063 -0.0077291 8.67769e-05 0.00294243 0.0082977 -0.00287902 0.0142159 0.000488351 -0.00127534 0.000887812 0.0178853 0.00440478 0.00650236 -7.0833e-06 -0.00177517 -0.00364278 -0.00504748 0.00321741 0.00888494 0.01294 -0.00734628 0.00147429 0.00372412 0.00756665 -0.00394135 0.000165344 -0.00256927 0.00325258 -0.00394937 -0.0018726 -0.00150704 0.00179757 0.00411641 -0.000468311 -0.00873469 -2.11856e-05 0.00033191 -0.00134921 0.00438963 0.00902465 -0.00206536 -0.00335832 0.00177503 -0.00217423 0.000579683 0.00320079 0.00612948 -0.000972494 0.000401277
internal_weight=0 1502.55 464.044 399.728 369.805 347.669 235.392 112.277 1038.51 915.658 746.357 70.0141 44.6575 676.343 633.13 352.597 334.129 205.243 100.762 92.0212 22.1361 11346.5 2638.03 2607.86 2591.5 179.273 96.8574 64.4135 32.4439 24.6117 2412.23 786.208 1626.02 381.724 1244.29 763.68 287.708 475.973 22.5274 15.9963 322.068 900.276 344.018 59.6568 104.481 30.1485 169.301 122.853 106.739 280.534 170.87 109.663 29.9229 20.5663 47.1273 147.056 43.2124 22.2454 90.7135 82.4156 71.3042 25.3565 30.1697 82.6105 8708.45 268.82 78.0414 28.546 49.4954 190.779 167.518 138.407 40.1268 97.1389 84.6411 8439.63 742.818 471.047 392.874 78.1728 42.1029 35.8219 266.856 271.771 193.904 118.171 77.8669 7696.82 434.776 81.0788 353.697 255.988 57.5025 34.8437 65.4288 51.4802 232.013 126.018 7262.04 927.92 98.0535 76.8726 829.866 621.652 208.215 108.894 6334.12 394.372 229.375 164.998 5939.75
internal_count=201004 24469 6706 5912 5183 4825 3245 1580 17763 15388 11970 1194 802 10776 9961 5199 4920 2776 1745 1316 358 176535 36148 35695 35525 3659 2024 1424 600 456 31866 10223 21643 5206 16437 9583 3453 6130 640 438 4434 11964 4473 772 1031 469 3418 2375 2115 4762 3003 1759 729 492 1188 3087 815 331 1824 1635 1462 392 453 1165 140387 5001 1428 562 866 3573 3279 2668 722 1705 1446 135386 15660 9971 8571 1400 756 617 6763 5689 3492 2162 2197 119726 6705 568 6137 4099 419 903 1051 1016 5860 1808 113021 13288 2104 1771 11184 8779 2405 1392 99733 3220 1950 1270 96513
is_linear=0
shrinkage=0.0227381


Tree=776
num_leaves=96
num_cat=0
split_feature=196 199 190 191 206 142 142 42 185 12 215 170 200 53 57 47 206 210 184 211 185 230 133 224 43 224 60 6 126 230 151 125 6 18 93 7 206 218 180 215 93 188 191 122 130 210 14 162 154 209 221 191 218 213 229 210 128 133 231 26 38 143 202 219 125 121 119 218 206 141 7 180 209 211 222 57 210 133 228 36 215 121 218 222 125 211 39 178 121 207 133 182 229 202 210
split_gain=5.03992 9.26448 7.03991 8.25346 7.47466 7.43124 6.78358 6.65216 6.32417 5.94887 10.2685 8.49902 5.45277 6.14958 5.78142 6.13884 5.18302 4.9988 4.9883 4.97702 4.93502 5.26652 5.7727 4.73188 8.14596 7.59651 6.55345 6.94332 7.24546 6.63839 6.41344 5.35069 5.32016 8.73065 8.63746 6.86166 4.67975 5.69421 4.58287 9.50846 6.77559 4.41675 4.40163 5.59419 4.35573 4.38289 4.32497 4.32381 4.27991 4.2465 4.13625 6.1359 5.32327 6.92919 4.59021 4.3012 4.09239 4.13876 4.2548 4.13046 3.92534 3.86947 4.13071 3.63312 3.52409 3.50488 3.4785 3.41686 3.21949 3.11957 3.03927 3.00502 2.72311 2.69527 2.69 2.61382 2.6013 2.59513 2.41932 2.28666 2.28666 1.91293 1.73007 1.67923 1.51898 1.46714 1.58156 1.35197 1.30041 1.25948 1.1481 1.09975 0.660384 0.473504 0.102496
threshold=0.74643384174507221 316823.46300000005 31.500000000000004 18.500000000000004 0.0099115367047488707 -570.94999999999993 -1193.9374999999998 0.078500000000000014 1551.7308750000002 1.5000000000000002 -0.0045730373822152606 19.89181286549708 21.500000000000004 0.012650000000000002 0.0045500000000000011 0.017000000000000005 0.023487010039389137 -0.0043813034426420918 42436.500000000007 -0.012279817834496496 -24358.040999999994 0.040450554341077812 0.17903322143024991 -0.019183300435543057 0.25045000000000006 -0.01885140314698219 0.0022500000000000007 143955.00000000003 0.15090951438331646 0.011981086339801552 451.50000000000006 5.4223134839151284 301518.00000000006 -4164.4999999999991 -307.49999999999994 6531.7500000000009 0.051932875066995628 -0.012208470609039066 13934.81025 0.013247180730104448 -1442.4999999999998 0.53721206259890997 13.500000000000002 0.031601570587271262 0.36026446057545303 -0.0017961271223612128 0.010388000000000003 0.9969331342454365 6724747.6875000009 -0.043008591979742043 -0.014681950677186249 39.500000000000007 0.027912232093513015 -0.028967785649001595 0.0054702425841242084 -0.008160272613167761 36056.250000000007 0.077145854350974152 0.0067849066108465203 9.5000000000000018 20.500000000000004 -1581.4999999999998 0.14985463768243792 0.008587623946368696 1.3100616016427107 0.26112357185131768 2.5000000000000004 -0.0026041818782687183 -0.03419107943773269 0.33893276310866766 16715.250000000004 8582.8162500000017 -0.0066493335179984561 0.0089204749092459696 -0.0078691020607948286 1.0000000180025095e-35 0.0092506781220436114 0.20169333393314973 -0.028490095399320122 1.0000000180025095e-35 -0.0066416289191693059 0.16099918645257708 -0.017482552677392956 -0.00072300145984627296 8.1902806297056827 -0.02303223870694637 0.51159928216662898 0.4826762246117085 0.15337201733251185 0.044481648132205016 0.23462260690101031 -1144.2678571428569 -0.010149977169930933 -0.064144510775804506 0.0035405930830165748
decision_type=10 10 10 8 2 10 8 8 10 2 2 8 10 10 8 8 2 2 10 2 8 2 8 2 10 2 8 2 2 2 8 2 2 2 10 10 2 2 10 2 10 10 8 10 10 2 2 10 8 2 2 10 2 2 2 2 10 8 2 2 2 8 2 2 2 10 8 2 2 2 10 10 2 2 2 8 2 8 2 2 2 10 2 2 2 2 8 10 10 2 10 8 2 2 2
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Tree=779
num_leaves=109
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split_gain=5.08448 6.27691 4.73644 7.76698 8.00992 7.12588 6.69742 7.21966 6.53998 8.92439 8.61288 7.09163 7.15163 6.79393 5.90236 5.56482 5.52524 5.43469 5.00193 4.90343 5.97531 4.88559 4.94037 5.31155 6.33479 4.935 4.77974 4.73028 4.63059 5.159 4.48063 5.83815 4.29415 6.94903 6.86758 6.17338 6.5868 10.7322 6.23575 6.63975 6.95778 7.29426 5.89989 5.67909 7.96275 8.08406 5.70355 5.44301 5.18615 5.55848 5.50956 4.9566 4.9307 7.05476 9.90575 6.33975 6.12489 6.6597 5.6673 4.28276 4.23226 4.22127 4.14779 4.00852 3.9843 3.91817 3.91417 3.74008 3.6525 3.48057 4.43195 4.40422 3.36273 3.27614 3.27532 3.4624 3.25376 3.19088 3.18424 2.85651 2.80427 2.77819 2.61757 2.55923 2.53035 2.34073 2.30783 2.30268 2.14653 2.27509 2.10144 2.10109 2.07132 1.99904 1.9447 1.79462 1.76303 1.64169 1.63499 1.54715 1.37771 1.33057 1.26278 1.07872 1.01359 0.516218 0.146994 0.125261
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decision_type=10 8 2 2 2 2 2 2 2 10 8 2 2 8 10 10 10 10 8 2 10 2 8 2 2 2 8 8 2 8 8 2 8 2 2 8 8 10 2 10 10 2 8 10 2 2 2 2 2 8 2 2 8 10 10 2 2 8 2 2 2 8 10 8 10 2 10 10 10 10 2 8 10 8 2 2 10 2 2 10 8 10 10 10 2 10 10 2 2 10 2 2 10 10 10 2 2 8 8 2 8 10 2 10 2 8 2 10
left_child=2 -2 3 5 6 65 17 73 11 10 15 12 60 16 27 76 26 61 -15 20 95 22 -4 28 25 -25 -11 -12 29 69 72 68 33 34 48 38 37 83 39 40 51 -42 -41 44 87 -46 62 -44 -23 82 -51 -34 53 54 -38 -55 58 -58 -54 99 63 -5 -45 -6 -48 -1 92 -17 84 71 -71 -24 98 -8 91 -76 -10 -68 81 -14 -16 -30 -50 105 -32 -74 -27 -40 89 -3 -33 -63 -67 -90 -20 -9 -36 -62 -7 -39 -61 -35 -81 -100 -98 -37 -80 -18
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leaf_count=105 68 78 94 71 1051 60 150 337 150 369 464 116 87 131 123 77 77 46 230 129 95 67 262 138 166 97 773 1088 99 107 129 146 911 86 81 73 6810 173 276 61 2673 206 455 3780 538 597 180 1375 183 193 207 2520 101242 1748 255 7261 1176 21011 29869 115 110 99 225 1086 71 87 101 197 87 439 174 1738 103 98 398 135 77 143 101 80 72 137 361 91 407 160 93 77 245 152 65 105 158 122 113 101 116 60 702 103 69 121 147 170 89 128 65 103
internal_value=0 -0.00629265 0.000248686 -0.00157561 -0.000228249 -0.00586957 0.00522813 0.0100785 -0.0016123 0.000183366 -0.0030665 -0.00591586 -0.00732863 0.00455631 -0.00556636 0.00587915 0.00793894 -0.00103455 -0.00257731 0.0149064 0.0177484 0.000353384 -0.00350853 -0.00449862 0.00430468 0.010826 0.00962951 -0.00703233 -0.00626906 -0.0077253 -0.00893489 -0.00271626 0.000407138 0.00501828 0.00160073 0.00036656 0.000511432 0.00819008 -0.00148803 8.56089e-05 0.00139667 0.00456142 -0.00480362 -0.00386497 0.000171744 0.00352615 -0.00597786 -0.0064721 -0.00198864 -0.00461369 0.00306075 -0.00126067 0.00047073 0.00225598 0.00468382 0.000236047 0.000340028 0.00148268 6.86922e-05 0.0149643 -0.00940359 -0.00424579 -0.00695194 -0.0106408 0.00585239 0.00119446 -0.00236758 0.0135572 -0.0068511 -0.00895261 -0.000484908 -0.0108009 -0.01253 -0.00149456 -0.00710761 -0.0106899 -0.00183988 0.00516988 0.00425336 0.00538566 0.00650505 0.0100873 -0.00979067 -0.00455335 -0.00985605 -0.00154659 0.0166774 -0.0089095 -0.00921641 -0.00211241 0.00859109 0.00205585 -0.00707591 -0.0126217 -0.00743421 0.0213158 0.0121619 0.0040327 -0.0149953 0.0193777 0.00116401 0.0157832 0.00965618 -0.0160799 0.0153255 -0.00887972 -0.00504111 -0.00640764
internal_weight=0 53.1427 12787.5 687.489 530.184 157.305 102.441 54.7777 427.743 307.62 177.944 120.123 115.049 129.676 141.618 36.3262 87.3067 47.6633 42.3692 36.9057 31.3389 12100 158.521 152.71 23.508 15.9101 80.6327 129.483 129.202 115.503 108.114 45.1364 11941.5 94.9662 79.5798 11846.5 10994 48.8897 852.565 517.947 413.271 185.815 104.676 334.618 117.682 89.7798 216.936 97.2113 64.6027 57.2482 24.477 227.455 10945.1 737.103 329.601 407.502 10208 1951.48 8256.48 30.9428 100.833 42.9574 203.709 93.9692 13.2269 49.191 39.5611 14.9514 35.5323 109.265 21.5217 87.7433 62.9777 17.872 37.2302 25.737 21.3748 14.8861 13.6987 14.2163 12.1347 7.96586 32.7712 17.9469 28.9991 14.11 10.2821 27.9021 46.758 19.6659 9.6041 11.4932 24.6749 27.0921 28.2144 25.7967 14.9771 6.86329 48.8677 20.8115 10.1312 15.3865 10.7298 44.6362 10.1292 11.9114 5.73284 6.67396
internal_count=201116 665 200451 11168 8545 2623 1764 910 6781 4044 2248 2737 2621 1796 1747 501 1322 854 474 662 533 189283 3710 3616 494 328 1142 1552 3122 2720 2029 834 185573 1504 1297 184069 170124 752 13945 8201 6310 2879 1891 5744 1488 1135 4256 1830 1011 944 400 3431 169372 16074 7065 9009 153298 22187 131111 460 2307 808 4005 2137 251 594 489 274 623 2613 613 2000 1195 248 737 533 227 244 402 314 195 236 544 292 536 263 190 353 597 230 211 204 245 367 343 438 286 170 932 276 184 207 227 872 205 201 166 180
is_linear=0
shrinkage=0.0227381


Tree=780
num_leaves=112
num_cat=0
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split_gain=6.20052 8.24583 8.18779 10.4573 11.2823 9.67407 8.89798 9.12405 7.20513 8.39741 6.5825 7.20146 6.00176 7.11547 6.93598 6.92433 7.31279 9.81769 6.94079 6.90234 6.5627 6.18567 6.67432 6.46934 7.46879 7.43176 6.29954 6.03345 6.89875 5.75836 7.11 5.64926 6.06472 6.26775 5.74669 5.34952 5.20769 4.76432 4.65719 4.57025 4.85119 4.97478 4.51932 4.38853 4.32932 5.79637 4.29503 6.85221 5.16042 4.96281 4.4017 4.18302 4.04127 7.09121 6.69832 5.39075 4.01858 6.03439 4.14803 5.77699 6.14646 4.70088 4.54007 5.7078 8.79998 5.14417 5.14248 5.11674 5.0343 4.89039 4.63148 4.44885 5.00019 4.13458 8.54516 7.01917 3.73528 3.68073 3.66447 4.18548 3.49524 3.4936 3.44187 3.4089 3.33755 3.26671 3.16112 3.12321 3.12194 3.08847 3.01441 2.94702 2.94323 2.79083 2.70793 2.69508 2.57906 2.57729 2.40704 2.37693 2.34988 2.3488 2.3081 2.16706 2.13542 2.13468 1.91614 1.80737 1.6797 1.60681 1.52629
threshold=1.0000000180025095e-35 0.010397465433925392 -0.012793492525815962 0.53128372094106091 0.40847243067269839 -683.49999999999989 -2609.4999999999995 15.687123493975905 0.46049271211526538 0.057950000000000008 -0.042883273214101784 -0.013372752349823712 0.017652175389230255 0.45496311038213449 0.0024704548995941882 3.3892496392496398 0.23722786596314846 0.67121575586724813 11.912086732503221 0.049550000000000004 1.5000000000000002 -0.043068373575806611 6.5000000000000009 -322.49999999999994 -0.0039815262425690881 0.13554705200667258 0.049950000000000008 -0.020034917630255219 0.41973262633355329 0.00387664616573602 0.97971661326708348 1182813.7500000002 -2424.4999999999995 0.0091400062665343302 -0.0086757126264274103 4.5000000000000009 0.0035598883405327801 0.0026645880425348882 -0.0086142322979867441 8.9722222222222232 0.15410428497676823 0.027632367797195915 890973.00000000012 0.00060807322734035562 0.00036922499672605963 -734.49999999999989 2.1189494612308954 -0.036559902131557458 9.5000000000000018 0.64219691080251862 1368076.9500000002 -1.4999999999999998 525.77164663158908 0.0020701048197224741 0.011503632180392744 0.0060168216004967698 371.25000000000006 -1566.4999999999998 -0.055019909515976899 0.0092664668336510676 745.84676523841199 0.98151018116572242 0.048523917794227607 4.5000000000000009 0.9243793940407169 1.0000000180025095e-35 0.033113069832324989 -0.011605323292315005 -169.49999999999997 -17336.499999999996 0.010308871045708658 -0.0048243138007819644 -472.49999999999994 -0.014217585325241087 15.641733545388986 25.751963815369315 0.096542861312627806 0.31263766519823794 0.068950000000000011 0.011381398420780899 0.0092742419801652449 0.41827644532958402 -0.0083531341515481455 780085.12500000012 0.086204331368207945 -0.0064411291386932126 -4018.4999999999995 -1.0000000180025095e-35 0.30217391304347835 0.0061074999999999506 -0.0032153123756870623 0.097533322271998249 -0.00109876919304952 33750.562500000007 -1095.4999999999998 -0.019974426366388794 2318767.2225000006 0.014595847111195328 3.5000000000000004 -282.36666666666662 202522.50000000003 0.0045293082948774108 9.2736185383244223 0.0055166897363960752 -0.01226963149383664 168015.93750000003 -0.0045411696191877118 1.5000000000000002 0.014355423394590618 0.0042623491026461133 852.49377456562524
decision_type=2 2 2 2 2 8 8 8 10 10 2 2 2 8 2 8 8 10 8 10 10 2 8 10 2 10 8 2 10 2 8 10 8 2 2 2 2 2 2 8 10 2 8 2 8 10 10 2 10 10 10 10 8 2 2 2 10 8 2 2 10 10 2 2 8 2 2 2 10 2 2 2 10 2 8 8 2 10 8 2 2 8 2 8 2 2 2 10 8 2 2 8 2 8 2 2 10 2 10 10 10 2 10 2 2 8 2 2 2 2 8
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Tree=783
num_leaves=112
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decision_type=8 8 2 2 2 8 10 8 8 2 2 8 10 8 10 2 2 2 2 10 2 2 2 2 8 2 2 10 2 8 2 10 10 2 2 2 10 2 8 10 2 10 2 8 10 8 8 2 8 8 2 2 2 8 10 8 2 2 10 10 2 10 10 2 10 2 10 2 2 10 8 8 10 10 2 10 2 8 2 2 8 8 2 2 2 2 10 2 2 10 10 2 8 10 2 8 10 10 10 10 2 10 10 10 2 2 10 2 2 2 2
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leaf_count=761 498 84 217 435 249 633 967 298 260 319 413 539 131 1064 654 547 162 502 290 100 802 1056 285 1076 118 250 161 117 1188 1213 166 245 90 574 311 370 197 4503 2700 429 4627 340 366 1264 1645 122 327 1558 578 710 358 1627 148 306 118 453 3576 195 157 170 464 473 151 1942 1775 219 432 559 387 401 357 202 291 299 128 263 829 1500 3453 332 791 300 160 454 99 2733 328 190 27563 227 915 593 44920 401 188 273 7184 234 1585 1813 23660 15054 2423 127 1003 1591 622 6869 164 261 483
internal_value=0 0.000923948 0.00336151 0.00448944 0.00276794 0.00813631 0.000379612 0.00219572 0.00283696 0.00429321 -0.000567751 0.00212908 0.00430405 -0.00388866 0.000264897 0.00581682 0.0128721 0.0167471 0.00367209 -0.00158765 -8.44957e-05 0.00497052 -6.68634e-05 0.000514211 0.00526636 0.0105446 0.0133275 0.0162526 -0.00238341 -0.0020426 0.00628621 0.0049297 -0.00707779 -0.00121424 -0.0041744 0.0041496 -0.00391652 -0.00144454 0.000865781 0.00353233 -0.00386309 0.00825497 0.000554706 -0.0016359 -0.00427057 -0.00556587 -0.00620058 0.00706976 -0.000300724 0.0118345 -0.00825443 -0.0106102 0.0109925 0.0132434 0.00852944 0.0152811 0.00821996 0.00521264 -0.00510173 0.00209932 -0.00421527 -0.00741842 0.00046949 0.00688867 -0.00122007 0.00755688 0.00997903 0.0195228 -0.000120034 -0.00266377 0.00485007 -0.00255683 -2.03545e-05 -0.00345493 -0.00488034 0.00441413 -0.00603587 -0.00471589 -0.00721005 -0.000868579 0.00437344 0.00323265 0.00988518 0.0125001 0.00842159 -0.00789537 6.62832e-05 -0.000805783 -0.000997977 0.00436849 -0.00126118 0.00673215 0.000387265 0.00979197 0.000448358 -0.00394728 0.00054109 -0.000211537 0.00591011 -0.000458086 0.00113882 0.000630312 0.00307411 -0.00570571 -0.00724718 -0.00144224 0.00217161 -0.00175877 0.0036351 -0.0092266 -0.00152526
internal_weight=0 2816.11 505.947 443.439 355.032 98.3404 2310.17 788.08 741.831 545.302 1522.09 415.104 306.703 108.401 183.715 270.325 52.9919 44.5495 217.333 1106.98 671.989 137.627 75.7046 256.692 94.5693 88.4063 72.4766 60.454 162.123 148.677 361.587 43.7357 76.7609 196.528 127.869 68.6597 60.3971 534.362 286.462 190.335 434.994 53.9933 29.8816 83.6001 96.1266 310.511 300.443 341.041 46.8936 46.7928 89.8527 74.9966 83.1525 70.8375 35.0383 17.2769 294.148 38.0159 104.941 85.3617 62.5088 49.4389 124.483 133.733 115.224 18.9617 26.6439 49.5835 10031.9 369.947 76.847 41.9521 9661.94 229.504 197.072 32.4314 185.643 293.1 173.261 119.84 51.3687 29.236 16.4597 34.8948 11.4293 155.266 9432.44 2534.24 2478.5 109.608 2368.9 55.7331 6898.2 54.1197 6844.56 134.027 6710.53 2972.83 107.447 2865.39 3737.69 2968.99 768.708 119.706 109.775 2323.63 183.073 2140.56 26.0826 147.178 55.4879
internal_count=201284 48873 7448 6294 5123 1336 41425 15135 14168 9335 26290 6939 5377 1562 3138 4838 795 633 4043 19351 12030 2340 1284 3787 1263 1171 921 760 2524 1913 6197 543 1278 4833 3183 1650 999 9690 5187 3129 7321 1280 706 1811 2058 5076 4954 5878 744 828 2245 1887 1087 939 1225 571 5134 938 1370 1246 1154 937 2245 2232 2094 319 627 643 152411 8762 1874 1063 143649 4642 4080 562 3853 6888 4265 2623 1123 662 362 811 227 3024 139007 39782 38999 1439 37560 783 99225 729 98464 1591 96873 48552 1819 46733 48321 38714 9607 1403 1276 36645 2213 34432 551 3714 710
is_linear=0
shrinkage=0.0227381


Tree=784
num_leaves=106
num_cat=0
split_feature=105 202 133 59 51 22 170 149 16 191 208 228 187 205 202 233 205 179 230 144 64 122 31 184 190 208 183 123 135 183 122 224 210 86 224 44 90 200 123 150 205 122 11 228 18 161 124 214 12 232 217 208 213 209 210 232 207 187 133 55 86 123 41 215 121 184 184 231 145 39 91 229 39 58 171 210 224 213 81 233 49 175 6 144 74 39 133 179 35 19 202 215 187 233 208 156 119 58 232 182 179 58 5 118 203
split_gain=3.83007 3.79365 8.05434 7.08656 7.39799 7.19519 6.4775 6.98203 6.20233 5.75397 5.65199 4.9033 7.49824 4.74226 4.21774 4.12257 4.09027 10.3766 7.3488 8.6733 9.81272 6.5706 6.55867 6.3924 5.81512 5.78283 5.76599 11.946 6.98181 6.22374 6.81429 5.22701 5.12498 4.74927 4.60976 4.32957 3.97767 3.95523 11.6176 8.87046 5.54252 5.35302 7.75173 6.38747 5.39598 5.34728 4.63688 3.78684 3.72959 7.72951 12.8855 8.03555 7.66441 10.0412 7.27657 7.24113 11.5401 6.62973 5.82395 4.8606 4.84208 4.67073 4.65258 4.13498 6.02626 7.13972 7.54541 5.71737 5.08953 5.18137 4.97458 4.77618 7.76592 4.82523 4.66688 4.30225 3.69212 3.60483 3.6003 3.49987 3.48297 3.00128 2.97096 2.89228 2.71365 2.69322 2.67765 2.5704 2.55804 2.32787 1.99421 1.8437 1.78139 1.49528 1.45858 1.28946 1.28903 1.19875 1.00756 0.925571 0.922186 0.731007 0.660637 0.630195 0.125893
threshold=1.0000000180025095e-35 -0.098047621548175798 0.017515941878744227 0.76155000000000006 0.077250000000000013 1.0000000180025095e-35 37.811764705882361 -1203.2083333333333 -2913.4999999999995 16.500000000000004 -0.030836657620966431 0.0095472112298011797 12.190982776089161 0.052367504686117179 -0.10625730454921721 0.00099730613874271534 0.074339266866445555 1.0263655972852666 -0.01409722166135907 -129.49999999999997 0.062500000000000014 0.051361995311304275 12.500000000000002 164466.79285714289 37.500000000000007 -0.027777196839451786 -1984.4999999999998 0.82562951719753486 0.47085484727810395 -1504.4999999999998 0.080760356161079863 0.013556558638811113 0.036272520199418075 0.18495000000000003 -0.011757484171539543 0.97345000000000004 1.0000000180025095e-35 5.5000000000000009 0.83472068745569461 -1278.4999999999998 -0.016281230375170704 0.067639896557504339 2.5000000000000004 0.014219203032553198 -733.49999999999989 0.33658781133927657 46.854209445585219 0.019484178163111213 1.0000000180025095e-35 0.0038717403076589112 0.007717713015154005 0.051945874467492111 0.021439801901578907 -0.026708146557211872 -0.010784627869725226 0.011339519172906877 0.0035109641030430798 27.085144927536234 0.20602395092756756 0.010350000000000002 0.076750000000000013 0.86325662064099074 0.25056225432051232 0.035457136109471328 0.29129730280375082 104778.90000000001 125267.06250000001 -0.026518718339502808 207.89129770878171 0.57297948424248824 5.5000000000000009 -0.022887601517140862 0.73364689201311306 0.97045000000000015 4.5000000000000009 -0.024988254532217976 -0.0046795618254691354 0.0040291349869221458 0.051850000000000007 0.0086569199338555353 0.37790000000000007 7.5000000000000009 500868.00000000006 -119.49999999999999 0.018650000000000003 0.65272968251516506 0.33117325643413303 0.95573580526810809 1.0000000180025095e-35 16.500000000000004 -0.056827507913112633 0.030907496809959415 10.00359712230216 0.002224219031631947 -0.013425535056740044 408593.25000000006 2.5000000000000004 0.98585000000000012 -0.0043156757019460193 -1425.9545454545453 0.83302557830214685 0.98435000000000017 134174.25000000003 1.0000000180025095e-35 -0.012112950440496205
decision_type=2 2 8 10 10 2 8 10 2 8 2 2 8 2 2 2 2 10 2 8 10 10 2 10 8 2 10 10 8 8 10 2 2 8 2 10 8 8 10 10 2 8 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 10 8 10 10 10 8 2 10 8 10 2 10 8 10 2 10 8 8 2 2 2 8 2 8 8 2 10 10 8 8 10 2 10 2 2 8 2 2 10 10 8 2 10 10 10 2 8 2
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Tree=787
num_leaves=68
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split_gain=5.61642 3.88283 3.95674 4.21183 4.80726 4.68492 3.6733 3.40153 5.7759 9.15653 6.29883 5.3672 7.08198 8.37414 7.00695 6.59668 6.35808 6.19588 6.18612 7.45261 9.65207 7.43357 7.25417 6.6488 5.96465 5.19253 7.01385 6.64826 6.83672 4.9271 4.5602 4.51029 8.16444 6.28548 7.09576 5.7848 5.08765 5.88392 5.34924 4.79494 7.4718 9.27337 6.45256 5.74236 7.86071 5.59065 4.09748 3.20925 2.75226 2.67887 2.16557 2.10462 2.0644 1.90433 1.83854 1.80582 1.74723 1.71291 1.63745 1.53723 1.22531 1.19497 1.01614 0.895808 0.306452 0.287683 0.209658
threshold=0.0013045000000000003 76455.000000000015 0.35812224830602307 0.0042304950766265401 -0.015645117498934265 -2346.4999999999995 0.76388888888888895 42.500000000000007 0.0056849665845936405 -0.005692803766578435 1.0000000180025095e-35 0.52419312355797543 0.019048078916966919 441263.7927609891 0.053850000000000009 -117.49999999999999 3.5000000000000004 0.090219172407898021 78.500000000000014 27625.77412098931 0.69028551141137051 1.0080812459013073 48397.500000000007 0.032764714508185529 0.70084459408511124 41.500000000000007 -0.041076611727476113 0.01193088758736849 39444.750000000007 1229.5000000000002 1551.7308750000002 11.500000000000002 16368.750000000002 6.5000000000000009 0.099550000000000013 0.56740317887808323 -0.0014934371574781833 0.24124714831324137 0.085450000000000012 0.53212226929039907 0.37154075719300567 38284.875000000007 -255.49999999999997 34.500000000000007 0.0058571603149175653 176.18987851368425 -0.0083438772708177549 -2822.4999999999995 1.0339396409873045 0.61469042713542899 0.012769058812409641 30.500000000000004 0.011335101444274189 0.0018945949268527331 537120.00000000012 0.0092793153598904627 0.010308871045708658 0.98685000000000012 0.83472320030121805 8.5742710795902308 0.018483193591237072 0.35402579266419848 0.42508172923118587 1.5000000000000002 0.010009433142840864 -0.0090058571659028513 0.65550887021475268
decision_type=2 2 10 2 2 10 10 10 8 2 8 8 2 10 10 8 10 8 10 8 8 10 10 2 8 10 2 2 10 10 8 10 8 2 8 8 2 2 10 8 8 10 10 10 2 10 2 10 10 10 2 10 2 2 2 2 2 8 10 8 2 10 10 8 2 2 8
left_child=51 2 48 4 60 66 7 25 9 57 -11 12 13 16 15 -14 -10 -16 21 20 -20 24 -23 -21 -13 31 47 28 29 -28 58 39 36 35 -35 -34 38 -38 -33 40 41 -3 -42 45 -45 -41 -29 -27 50 -7 62 63 -8 -51 -48 -15 65 -9 -12 -52 -4 -49 -2 -1 -55 -5 -6
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leaf_value=-0.014172829342787383 -0.014443216243367014 -0.0024159171257755051 -0.0088888062405653532 -0.00039724704851512615 0.00054652983995605168 -0.0016768949758856544 -0.011507561845034354 0.0023552211405091774 -0.003208161681743048 -0.0048912312607458487 0.0042445011986947346 -0.0047995929576908321 0.0095435072779545809 0.0015502606938231018 0.0044202412335899999 0.0012699320537087817 0.00031580760165837637 -0.0067301440052616388 0.01046135058779323 0.011440337254673881 -0.0027666704977552092 0.010102072790901766 0.00035103040580849548 -0.0014323096311024482 -0.00015060565753857185 0.0051404052018535918 0.019659320201685201 0.0063118532944398632 -0.0047149690876185776 0.0030439996769076948 -0.001453765421775438 -0.01483754160592015 0.0010906253766809842 -0.0052755888205904917 0.014575290748477439 -0.00411740717522 -0.0057526443966426522 0.0075520057840950559 0.004469381594230641 0.00076598805512564992 -0.0041961956027410496 0.0040097825391556749 0.00019920633231255172 0.013200559175494102 -0.0021751360125975274 -0.0072170526122557494 -0.011320153829745813 0.00072669188509893469 0.003106719056108534 0.022931361063950186 0.0049191155752168593 0.00080763430708390962 0.0019044152599965985 -0.0015026343367873596 0.0013853419393954228 0.013631033865614423 0.0028514534189027297 -0.0092307074408362229 0.023404423572805814 -0.005716172162523122 0.0026400736960612839 -0.012529950997695733 -0.0012326106481451802 -0.0016671556007706717 0.0042489280234119563 -0.011231807973914633 -0.0054271121464713025
leaf_weight=12.700291807879699 23.624856642447416 187.88040327373892 4.9831138304434743 2.0804305814672253 2.2114445739425745 2.5293468271847805 12.589662381680684 5.8967084139585468 1045.0837090294808 4.7739905384369221 7.6078040078282383 159.84718987159431 51.451227806508541 13.04500598087907 29.136375669389963 315.74351021647453 351.58326145075262 82.111199501901865 101.97395467013121 15.08677216991782 34.287208802998066 58.114534871652722 98.093086548149586 158.5973397642374 936.99787215143442 4.2910158615559366 29.91393270669505 13.996643133461477 6.64308738708496 16.910315067507327 4.9426939035765853 37.454721562564373 290.77474928600714 8.4307042788714188 20.203459455631673 166.52488416014239 57.64183872169815 15.104397265240548 4.8074536696076384 7256.7998302602209 386.6205968298018 277.78807297721505 305.33920442685485 34.97496273368597 24.876046359539032 37.111913666129112 8.2564280829392356 3.2572943964041761 5.4557804763317099 5.7894972010981274 5.1448320746421796 7.7046313863247624 5.2470351071096948 2.5465233023278415 6.4646074743941417 11.529832717031239 3.139869841746985 9.4532428998500109 14.208180245943366 5.913836382329464 2.5394332422874868 9.234188649337737 5.2094555874355128 6.4063870301470152 2.6628332221880555 7.6128020749893031 2.4783574258908629
leaf_count=200 352 1453 163 86 64 62 200 120 13538 112 105 4690 737 100 346 3742 3239 1219 2387 256 1205 643 1130 3739 19701 90 410 146 122 199 57 703 3320 129 268 3609 951 361 87 113326 6933 2193 4003 634 634 384 102 64 37 168 77 124 71 87 84 79 102 177 268 113 82 304 146 94 90 315 103
internal_value=0 0.000209066 -0.00443278 0.000932501 0.00573246 0.0107459 0.000242616 0.000260039 -0.000341746 0.00693888 0.0128944 -0.000457267 -0.00126679 -0.00206925 0.00111139 0.00262108 -0.00232456 -0.00370214 0.000528181 0.0033577 0.00716612 -0.000189818 0.00431658 0.000172744 -0.000860188 0.000489429 0.00545748 0.00810284 0.012292 0.0150621 0.0164855 0.000430377 -0.00146018 -0.000130599 0.00886191 -0.000846849 -0.00667801 -0.00248383 -0.0122569 0.000565198 -0.000790757 0.00142044 -0.002278 0.000779328 0.00733939 0.000716919 -0.000731735 -0.00585317 -0.0084178 0.0154734 -0.0102654 -0.00885953 -0.00822583 0.0184229 -0.00728694 0.00928245 -0.00713215 -0.00553213 0.019812 -0.000780612 -0.00566428 -0.010186 -0.012888 -0.0117987 0.00225208 -0.0101866 -0.00407894
internal_weight=0 12822.6 83.9224 38.5737 25.7405 18.218 12738.7 12720.9 3509.56 46.8826 31.5327 3462.68 1899.68 1421.24 478.442 367.195 1396.67 111.248 1563 309.945 136.261 1253.05 156.208 173.684 1096.85 9211.3 98.9675 82.185 53.4673 46.8242 26.7587 9112.33 600.942 485.934 28.6342 457.3 115.008 72.7462 42.2622 8511.39 1157.63 465.668 691.96 7353.76 59.851 7293.91 28.7177 16.7825 45.3488 13.5282 39.893 26.8113 17.8367 10.9989 14.721 24.5748 12.8331 15.35 21.816 11.0587 7.52255 12.4915 28.8343 19.1067 5.20936 9.69323 4.6898
internal_count=200835 200417 2047 1322 819 574 198370 198099 57590 839 542 56751 23000 16956 6044 4479 16777 1565 33751 7587 3592 26164 1773 3995 24391 140509 1521 1063 731 609 430 138988 9428 7326 397 6929 2102 1312 790 129560 14582 3646 10936 114978 1268 113710 332 458 725 407 688 418 271 345 186 179 503 297 373 190 245 368 498 294 177 401 167
is_linear=0
shrinkage=0.0227381


Tree=788
num_leaves=82
num_cat=0
split_feature=40 131 150 180 191 79 58 161 87 17 149 183 190 209 135 181 180 131 89 79 211 174 141 191 190 233 18 206 143 226 227 205 222 208 143 40 57 209 58 121 121 189 14 50 222 175 68 195 157 8 204 195 15 219 228 204 208 213 209 128 209 205 182 151 187 7 210 226 233 15 17 198 229 186 227 40 211 56 161 203 188
split_gain=5.50232 6.195 5.62807 5.11195 4.22006 4.02625 3.96201 4.58497 4.95534 4.35977 4.37854 3.96936 3.88005 4.53369 3.68109 3.63162 10.8697 7.60735 9.83258 10.7426 7.85725 9.29064 7.93425 9.78131 7.43159 7.42931 6.92071 6.90587 6.78406 5.81447 5.77364 5.92354 5.41176 5.39476 6.57494 5.3845 6.21639 5.3463 5.27109 4.96562 4.50967 7.52711 6.87554 6.74351 6.64209 5.03626 4.74879 7.28573 7.285 6.84744 5.69495 9.35503 5.89959 4.67135 3.79847 3.66875 3.54799 3.35632 3.29662 3.16666 3.12893 3.11482 2.9709 2.93616 2.83159 2.71333 2.65349 2.60243 2.21063 2.11536 2.06479 1.90141 1.22206 1.21812 1.19685 1.11385 1.04137 1.02394 0.948981 0.771133 0.109718
threshold=0.0092724757680630026 0.0020556288106302004 563.50000000000011 5357.2050000000008 21.500000000000004 0.046550000000000008 0.95155000000000012 0.34516188443185952 6.5000000000000009 -5030.4999999999991 -157.97619047619045 -743.49999999999989 45.500000000000007 -0.027152799069881436 0.4008336309913707 317166.75000000006 24538.138593750005 0.61952785079945272 1.0000000180025095e-35 0.11745000000000001 0.046289501711726196 19.500000000000004 0.047897658630447197 28.500000000000004 84.500000000000014 -0.0081390258856117708 -4083.4999999999995 -0.033606441691517823 -2877.4999999999995 0.01558674266561866 0.013783295173197986 -0.049546642228960984 0.010715057142078878 0.037417089566588409 -2487.4999999999995 0.41193164323079834 0.075050000000000019 0.015481591690331699 0.97495000000000009 0.2233585109443634 0.054879634136043444 0.17914761452851352 0.018421500000000004 0.18125000000000005 -0.0023050619056448336 2.5000000000000004 1.0000000180025095e-35 19.765331664580732 702370.93500000017 789750.00000000012 -0.097684107720851884 16.45867486338798 -23614.499999999996 0.018974365666508678 0.0011048397864215078 -0.097684107720851884 -0.025652453303337094 -0.015135114081203936 -0.021045274101197716 64205.357142857152 0.021015116013586525 -0.03438222408294677 -631.22499999999991 -447.49999999999994 20.752192982456144 24594.750000000004 0.005082988180220128 0.0059333816170692453 -0.0060854870826005927 -18057.499999999996 -5184.4999999999991 0.084158742338150336 0.0001099019209505059 14354.370000000001 0.021400155499577526 0.40809126091528386 -0.0076060337014496318 0.023650000000000001 0.26205756520352663 0.082619938999414458 0.8451542588866533
decision_type=10 8 10 10 10 8 8 8 2 2 8 8 10 2 8 10 10 10 10 8 2 10 2 10 8 2 2 2 8 2 2 2 2 2 8 10 8 2 10 10 10 10 2 10 2 8 10 10 10 8 2 10 2 2 2 2 2 2 2 10 2 2 10 8 10 10 2 2 2 2 2 8 2 8 2 10 2 8 8 2 10
left_child=2 4 3 66 63 -5 7 8 9 10 77 59 13 -7 -13 16 40 20 30 57 21 22 23 -17 25 -21 29 -24 76 55 31 32 -19 34 70 36 -30 58 -36 -37 41 42 43 -8 56 -46 50 49 -49 -48 51 -42 -52 -44 80 -18 -43 78 -23 75 -33 -15 74 -2 -57 -14 -1 -65 -59 -26 -22 -11 -56 -35 -32 -9 -28 -3 -20 -6 -31
right_child=1 6 -4 5 79 12 15 11 -10 71 -12 14 65 61 -16 17 26 18 19 24 33 37 27 -25 69 -27 28 -29 35 54 62 60 -34 73 38 39 -38 -39 -40 -41 46 44 53 -45 45 -47 47 48 -50 -51 52 -53 -54 -55 72 64 -58 68 -60 -61 -62 -63 -64 67 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 -76 -77 -78 -79 -80 -81 -82
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leaf_weight=15.329368827398868 11.859724536538122 6.3176981080323431 12.713067568838595 17.509829165413976 16.888537935912613 12.96820887736976 88.506341598462313 5.9455389124341371 6.7323873224668196 5.011554753407836 7.6353728673420873 8.6029340540990251 13.055990984197708 14.276975642424075 8.9148028758354467 82.133820163086057 3.0815081521868697 27.223301611840725 2.5414301115088191 5.5181265641003874 5.4357192204333833 11.253827620297669 184.68171071168035 91.728943802416325 4.2054140358231962 22.041515719145536 3.9756327213253826 903.57401636987925 18.227187846088782 3.1184273974504304 3.4639360217843205 8.7562569798901659 7.8370521869510403 7.0169307310134155 26.24393296521157 138.10944960615598 89.425186418928206 8.8659844426438195 14.268241773359476 47.684886640869081 117.15705898404121 6.7446373021230128 85.191886948421597 19.63308473629877 14.600886074826123 16.662554133683443 669.02796583506279 124.17382375895977 39.821761801838875 131.97359574679285 122.51839211583138 82.498797670006752 9066.0317008814309 24.693242071196437 3.3168075333815068 81.911282947752625 13.369906966574488 3.9053928228095183 16.166401906870309 9.8978851204738003 4.3937071440741411 54.402793479152024 2.4399758053477836 20.017456131055955 6.3249133466742924 13.062539526727049 12.910138253122566 11.471619626507161 7.6660314672626528 3.1069173449650398 8.3733459482900781 15.070693466812374 3.5854943001177162 5.363629886880517 2.6338102091103792 10.17629992449656 4.2640323101077211 3.3715345743112275 3.1023244173265994 8.499774828553198 2.9147617274429649
leaf_count=124 69 155 75 147 199 103 1526 49 104 91 119 89 88 126 106 1114 62 1315 99 214 115 128 3420 1261 149 652 83 13735 202 75 101 283 367 127 273 3196 927 105 215 1117 2312 84 1949 432 221 202 11447 2053 530 3191 3877 1243 134765 447 77 2095 206 170 182 118 118 364 120 150 207 92 92 83 366 81 138 255 91 62 110 168 94 89 84 59 91
internal_value=0 0.000155947 0.00421783 0.00549997 -0.00626022 0.00738126 0.000195226 0.0047905 0.00930213 0.0121689 0.00204209 -0.000563192 0.00892863 0.0111674 0.0062128 0.00015973 1.76791e-05 0.00121633 0.00677295 0.0131354 0.000733697 0.000317417 -4.38057e-05 0.00434692 0.0191694 0.0234041 -0.00359455 -0.000773863 -0.00174128 -0.00841616 -2.68068e-05 -0.00351335 -0.00795325 0.00787528 0.0106719 -0.00248023 0.0014951 0.0104831 0.0146026 -0.00474788 0.000158516 -0.00269968 -0.00452914 -0.000354572 0.00459992 0.0101667 0.000235068 0.00174666 0.00598742 0.000824034 7.82381e-05 -0.00364012 0.000162362 -0.00831347 0.00386154 -0.010338 -0.00450571 -0.00140127 0.0144766 -0.00553533 0.00678827 0.013259 0.0115446 -0.00128395 -0.011265 0.000897348 -0.00262053 -0.00469307 -0.00704012 -0.000813257 -0.00203797 0.0176735 0.0107841 -0.00373976 0.0158789 -0.0100908 0.0124028 -0.0061412 0.00743008 -0.0122822 -0.00574113
internal_weight=0 12658.9 166.229 153.516 68.7371 125.276 12590.2 87.6767 44.1392 37.4069 17.3246 43.5375 107.767 81.648 17.5177 12502.5 11028.5 1473.94 108.835 52.0872 1365.11 1298.4 1262.12 173.863 34.872 27.5596 405.94 1088.26 301.686 104.253 56.748 48.2103 35.0604 66.7018 54.3212 293.447 107.652 36.2862 40.5122 185.794 10622.6 269.403 218.025 108.139 51.378 31.2634 10353.2 964.997 163.996 801.002 9388.21 199.656 9188.55 109.885 12.9355 91.3177 20.1145 17.2152 27.4202 26.0197 13.15 68.6798 8.53772 43.3488 88.2362 26.1185 28.2395 31.4891 11.5714 7.31233 13.8091 20.0822 6.9023 12.3806 6.09775 16.1218 8.23967 9.68923 5.64375 25.3883 6.03319
internal_count=201020 199809 1211 1136 560 920 199249 1343 813 709 363 530 773 593 195 197906 172802 25104 4229 1815 20875 19945 19530 2375 1096 866 8317 17155 5619 2698 2414 2083 1682 930 741 5442 1129 415 488 4313 164485 5067 4354 1958 713 423 159418 17221 2583 14638 142197 3555 138642 2396 334 2364 290 719 310 335 401 490 331 302 2302 180 216 233 536 230 253 346 168 189 211 217 177 244 183 258 166
is_linear=0
shrinkage=0.0227381


Tree=789
num_leaves=112
num_cat=0
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split_gain=3.95041 7.34358 7.7396 7.23903 7.14697 6.28458 6.71049 5.28415 4.97588 6.22625 8.06533 10.2609 6.62275 6.57584 5.88259 5.72616 5.40093 6.70921 5.34775 6.92484 6.0748 9.478 5.6255 6.58518 7.00965 5.82418 6.45967 5.58148 5.96009 8.52819 9.27048 9.07341 6.89903 6.4039 5.83004 6.66806 6.62666 5.27052 5.05549 5.03616 4.96891 4.89068 4.88555 5.10705 4.99008 4.8841 8.39064 5.96302 6.05367 5.29791 7.12949 7.16545 6.03629 4.8379 4.7735 4.63626 5.52054 4.61721 8.83015 6.77992 6.47884 5.24995 4.60651 4.5797 4.50485 4.38235 4.37887 4.41842 4.30469 4.20809 4.19545 5.35959 4.15858 4.14206 4.10117 4.01091 4.32311 4.00341 5.44908 4.65964 3.99947 3.99809 3.98545 3.92303 3.85342 3.74193 3.71925 3.55065 3.51456 3.80769 3.47248 3.43861 3.39889 3.60387 3.36898 3.16563 3.13668 3.13062 3.16872 3.74575 3.10603 3.07365 3.03818 2.96164 2.90291 2.83936 2.64724 2.62669 2.62394 2.56399 2.49854
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decision_type=2 10 10 8 2 2 2 10 10 8 8 2 10 10 2 2 2 2 8 10 2 2 10 2 8 10 2 8 10 2 10 10 10 10 2 2 10 2 10 2 2 8 10 2 2 2 10 2 10 2 2 10 2 10 2 2 2 2 8 2 2 2 2 10 2 2 10 2 10 2 10 10 10 10 2 10 2 2 2 10 2 2 2 2 2 10 8 10 2 2 2 2 8 2 8 8 10 2 10 10 2 8 2 2 10 10 2 10 2 10 10
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leaf_count=84379 77 94 195 238 256 97 158 86 188 162 238 207 148 102 134 185 505 86 86 67 191 35 418 138 132 300 114 18179 119 8423 7022 1361 12909 467 166 158 77 83 226 565 268 533 257 583 789 110 227 258 1187 823 2054 1149 351 342 172 92 160 103 128 85 250 128 88 302 554 122 146 38182 106 919 82 147 161 174 392 67 235 124 561 176 100 97 82 272 98 125 723 97 129 1385 221 276 566 167 123 81 76 77 176 76 1215 820 72 439 77 1516 103 124 150 112 105
internal_value=0 -0.00254759 -0.0039849 0.00362084 0.00516768 0.0105836 0.0155811 -1.37213e-05 2.95996e-05 0.00221667 0.000607731 -0.0018407 0.00613645 0.0050616 0.00808163 0.0026002 0.00122837 0.00596401 -6.50947e-05 -0.000872158 -0.0056942 -0.0004806 0.000222401 0.00522718 -0.000854641 0.010006 0.0127727 -0.00063287 -0.000839805 -0.000182278 -0.00102913 0.00233797 -0.00247467 -0.00175679 0.00398233 -0.001066 0.00846143 0.0053423 0.00726902 0.0124146 0.0103563 -0.00873873 -0.00194891 0.00243196 -0.00674231 0.00015611 0.00455895 0.0080029 0.00984574 8.99565e-05 -0.00320024 -0.00552551 0.00299985 0.0045573 0.00800145 0.0111698 0.00415754 -0.00577931 -0.00299559 -0.00990882 0.00362131 -0.0117034 -0.00454767 0.0197216 0.0155857 0.0124134 0.000187006 0.000233221 -0.00737451 -0.0086817 -0.00984856 0.00227787 0.0157588 -0.0106942 -0.00566803 -0.00505077 0.0033781 0.00670818 0.0101576 -0.00115294 -0.00712521 0.00855735 -0.00249123 0.0115032 0.000373218 -0.00630279 -0.00812164 0.0132071 -0.00904428 -0.0105532 -0.00907075 -0.00369875 -0.00299205 0.00354725 -0.00411722 0.00097925 -0.0055431 -0.00859478 -0.00970486 -0.011583 -0.0118138 -0.0141444 0.00464622 -0.00827592 -0.0023057 -0.0129537 -0.0154697 -0.0048359 0.0113949 -0.0130917 -0.00285437
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is_linear=0
shrinkage=0.0227381


Tree=790
num_leaves=106
num_cat=0
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decision_type=10 10 2 2 10 8 10 10 8 2 10 2 2 10 10 8 8 8 8 8 2 8 10 8 10 8 10 10 8 2 2 2 2 10 2 10 2 2 2 10 10 8 10 8 2 8 2 2 2 10 10 2 2 10 2 10 2 2 10 2 2 8 8 2 10 2 8 2 8 2 10 2 10 2 10 10 2 2 10 2 2 2 2 10 8 2 8 2 10 10 2 8 10 2 10 8 8 2 2 2 2 2 2 2 2
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Tree=793
num_leaves=112
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decision_type=10 10 2 10 2 2 2 2 2 2 10 10 2 10 8 2 2 8 2 2 8 10 2 2 8 8 10 2 8 2 10 10 2 8 8 2 8 10 2 8 10 2 2 2 2 2 2 2 2 2 10 10 2 10 2 10 2 2 2 2 10 10 2 2 2 2 8 10 2 2 2 2 2 10 2 10 2 8 2 8 8 2 2 10 2 2 10 2 2 2 10 2 10 8 2 8 10 10 10 10 2 10 2 8 2 10 10 2 10 10 2
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leaf_count=711 221 1939 826 974 5654 367 372 775 254 1913 418 396 3405 193 688 463 1607 1963 3758 1088 4086 154 3100 252 322 183 3629 2329 403 2639 865 5033 344 8132 2847 291 3636 1356 1089 10265 3859 461 258 224 170 837 3609 1139 526 167 2257 259 22549 139 9918 227 418 504 12861 1299 841 641 605 4162 1857 114 659 182 625 297 339 1183 217 178 1213 319 804 313 548 2015 360 1088 379 561 186 40 114 2654 1988 796 3526 1654 195 2447 4971 1821 138 780 592 249 6795 310 858 449 134 1056 557 7599 75 164 540
internal_value=0 -0.000790908 -0.000441142 -0.00575515 -0.000188616 0.000558701 -0.00195054 0.00130477 0.00318004 0.00436598 -0.00289798 0.00188921 0.00501749 -8.03697e-05 0.00341394 -0.00312509 -0.00137458 0.00749204 -0.00345738 0.00211874 0.000215907 -0.000437686 0.000645853 0.0019072 0.000148384 0.00109893 -7.00871e-05 0.00207736 -0.00362125 0.00308577 0.00673947 0.00805605 0.000755862 0.00289481 0.00218449 0.00323987 0.00648037 0.00838532 -0.00102883 -0.00241086 -0.0016203 0.00693088 0.00352633 0.00607378 0.0119808 0.0139988 -0.00453235 -0.00110858 0.00206276 -0.000487671 -0.00126073 0.000798048 -0.000785629 0.00769989 -0.000960727 0.0113549 0.00840432 0.0133206 0.000331913 0.000754225 -0.00590399 0.00078239 0.0058226 -0.000591616 0.00044474 -0.000550078 -0.00690829 -0.0101778 0.00116266 -0.00563667 0.00220378 -0.000696817 -0.00314622 0.00247067 0.000414785 -0.00083151 -0.00763438 0.00161832 0.0115892 -0.00518173 0.0107353 0.00489079 -0.00430039 0.00151689 0.000153875 0.000633619 -0.00137955 0.00125119 0.00265786 0.00417658 0.00649132 -9.37653e-06 0.00382779 -0.000968353 7.92138e-05 0.00579734 -0.00184961 0.00114817 -0.000642957 0.0010955 -0.00173588 0.00400962 -0.000364508 0.00786829 -0.00551461 0.00250068 -0.00259395 -0.00334541 0.00885985 -0.00630722 -0.00382002
internal_weight=0 2399.32 2250.15 149.175 2189.55 1675.88 380.903 1294.97 545.42 458.4 87.0198 58.9951 439.305 749.555 198.778 77.123 550.777 121.655 345.107 205.67 10437.1 4141.36 6295.75 1773.82 4521.94 1537.01 4327.81 698.994 101.744 597.25 226.221 208.603 371.029 266.948 1099.69 832.896 353.148 280.889 72.259 949.116 437.32 236.811 150.172 118.892 86.6382 78.5242 104.081 266.79 152.385 3628.81 2266.32 1362.49 2053.51 77.7553 2029.84 59.6125 100.676 53.5786 1284.74 1210.33 74.4073 479.748 96.8054 382.943 315.55 295.155 57.1003 49.5678 238.054 212.809 40.3625 407.193 229.658 177.534 152.208 191.25 44.1124 47.0971 25.3268 114.404 20.3949 116.573 214.552 147.138 3192.25 2550.48 596.241 1954.24 919.099 627.913 413.465 1035.15 201.83 833.315 684.124 172.521 582.21 221.717 291.186 231.199 641.763 76.5457 214.448 57.3319 149.191 201.376 369.395 347.289 15.1062 35.8124 633.566
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is_linear=0
shrinkage=0.0227381


Tree=794
num_leaves=112
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split_gain=4.03793 7.60444 10.4329 8.94106 8.37495 9.25817 7.86468 7.48389 6.99518 6.76078 8.61226 9.81472 8.24988 6.82218 7.44356 6.69763 7.26919 8.69981 7.73269 7.06426 8.16464 6.51978 6.19661 6.15472 8.57474 8.86371 10.7105 9.1753 6.80026 9.79666 11.7514 7.46466 6.56891 6.05224 6.05077 6.36371 6.01464 6.36216 6.13424 5.98451 5.81972 5.78837 5.45899 5.38898 5.22536 5.18073 5.05926 5.05369 4.9844 6.7421 5.00168 4.93935 7.09793 4.7007 7.57721 7.78808 6.94178 7.84527 8.15975 6.86401 6.81916 6.33714 6.21416 12.4202 14.7749 9.50386 7.77057 7.71491 7.29327 6.58584 6.04231 5.94841 6.76068 5.66164 5.6544 5.49135 6.04158 5.89883 6.56274 5.6849 5.44836 5.27234 5.87019 5.12202 5.07523 4.86307 4.8409 4.83946 4.83096 4.67993 11.2084 6.86367 4.60265 4.57321 4.50644 5.84722 4.45914 4.36468 4.28943 7.91138 6.52551 10.2159 8.02186 11.47 7.71058 7.26948 7.12893 7.01652 8.30437 8.81865 9.12259
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decision_type=8 2 10 2 2 10 8 10 8 2 10 2 2 10 10 10 8 2 10 2 10 10 10 2 2 8 10 2 8 2 10 10 10 2 8 10 2 8 8 2 2 10 10 10 10 2 2 10 2 2 8 2 2 8 8 2 8 10 10 2 10 10 10 8 8 10 2 10 8 10 2 10 10 10 8 2 8 2 2 10 2 2 10 10 8 2 2 2 10 10 10 2 2 8 2 8 2 10 10 10 2 8 10 2 2 2 2 2 2 10 2
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decision_type=2 10 10 10 2 2 8 8 8 2 2 8 10 10 8 2 2 8 10 10 2 2 8 10 10 2 10 8 8 2 2 10 10 2 2 2 8 10 10 8 2 8 2 10 8 2 10 2 10 2 10 10 10 2 2 10 8 2 8 10 10 10 2 2 10 2 10 2 2 2 2 8 10 2 10 10 10 2 8 2 2 2 8 8 2 2 2 2 10 8 10 2 10 8 2 10 8 10 10 10 10 2 10 2 10 10 2 2 10 2 10
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leaf_count=98 90 66 160 176 246 131 187 145 406 131 87 91 276 84 183 97 446 100 235 90 99 145 1198 118 225 263 54 250 129 131 174 561 85 97 1696 874 390 165 100 84 116 196 187 78 288 675 479 42 177 152 116 348 410 271 174 161 44 185 1169 54 105 155 184 120756 327 126 91 3783 1223 467 113 2227 44241 2651 2206 184 116 437 134 70 130 112 258 71 510 157 81 94 120 817 261 93 86 131 547 184 91 99 99 160 131 85 68 222 193 159 92 69 291 208 112
internal_value=0 0.0035898 0.00680387 0.0124446 0.00141704 0.007733 0.0165616 -0.00166448 -0.00394461 -0.00369832 0.00279152 -5.87114e-05 0.00148115 0.00368646 0.00525549 0.0088912 0.00143478 0.0115293 0.00594047 0.009861 -0.00111067 -0.00273802 0.0140365 -0.00376142 0.0147783 -0.00362279 -0.00655911 0.0050811 -0.000156448 -0.00205722 -2.6352e-05 -0.000794401 -0.00559516 0.00131892 0.00380632 0.00568356 -0.00420285 -0.00515703 0.000313108 0.00350417 0.0155934 0.000317911 0.0049437 -0.00359335 -0.000569632 0.00293221 0.00613892 0.00988147 -0.00242364 -0.00212217 -0.00610194 6.09803e-05 -3.42097e-05 -0.00106129 -3.75017e-06 -0.00384168 -0.00532782 -0.00778043 -0.00408161 -0.006805 0.00375931 4.85209e-05 0.00725006 1.66422e-05 0.00608457 -0.00679188 -0.00739383 -0.00797405 -0.0102953 -0.00660261 -0.00768534 -0.00903208 -1.52628e-05 -0.000770698 0.000230529 0.00293765 0.00807515 -0.00555959 0.00317085 -0.00367506 0.00709546 0.014355 -0.00331964 -0.00744547 -0.00973701 0.00663737 0.00655833 0.0125792 0.0170934 -0.0101967 -0.00565094 -0.00263373 -0.0115713 -0.00334839 -0.00758368 -0.00106918 0.00549328 0.0108509 -0.0135299 0.00660919 0.00620162 -0.00657172 0.00388672 0.00216579 0.0201297 -0.00852036 0.00932544 -0.00802237 -0.00624995 0.0101382 0.00492395
internal_weight=0 181.022 110.744 48.5936 62.1507 25.843 38.8339 70.2777 63.5236 36.3077 27.0516 12625.7 746.264 401.235 333.508 165.043 168.465 129.385 88.3 61.7207 345.029 277.019 103.968 67.7273 42.3407 80.1648 64.7395 68.01 11879.4 709.572 369.009 358.838 105.351 253.487 175.29 148.839 340.563 306.824 57.0734 17.2719 96.5837 25.4175 23.1341 266.512 138.038 94.7257 73.1046 39.818 28.1919 19.3799 283.69 50.5813 11169.8 35.6577 11128.3 141.151 132.504 102.573 78.1968 60.0535 33.7393 10987.1 25.3151 10939.1 48.6852 41.5553 233.108 225.439 78.5528 128.473 120.062 108.097 10890.4 2668.99 8221.4 29.9313 18.6087 26.4511 11.9645 13.1349 12.6346 22.1317 17.9464 43.3125 37.6286 15.4253 16.6411 34.7671 20.4052 47.4676 29.7616 26.5535 48.2775 26.5794 51.0861 24.5015 13.7424 9.18977 41.6876 27.3118 48.0514 21.6211 16.5469 14.3619 29.4766 36.472 13.3922 18.1326 23.0231 15.7929 8.41177
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is_linear=0
shrinkage=0.0227381


Tree=798
num_leaves=112
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split_gain=4.55209 7.69268 7.28745 6.59196 10.2718 6.62172 5.96216 6.22393 7.69725 8.24806 7.03221 6.66208 5.71829 5.66722 5.94798 6.33976 5.62698 6.37318 5.71622 5.62491 5.52833 9.06848 7.70254 7.51278 6.87899 6.76206 6.72504 5.45386 5.09625 11.2371 6.7665 7.97394 6.63051 9.54275 7.67929 7.4182 6.53686 6.38895 6.11742 5.58059 4.98205 4.94977 4.86182 5.381 5.22391 4.84751 4.90794 4.80537 4.51119 7.11732 7.61328 7.29041 5.44839 10.9909 7.04245 5.27434 5.08537 4.96661 4.81451 4.96825 4.42903 4.39932 4.46664 4.27109 4.24764 4.12262 7.41409 8.04055 6.64232 6.64324 6.86815 7.01886 6.54499 8.53232 7.21731 7.48539 9.64042 7.93352 7.42805 7.07364 11.6056 7.27148 8.19987 6.7271 9.49832 6.5335 8.73881 6.49898 6.85462 6.47796 6.05377 5.92693 5.83018 5.72785 5.53271 5.52069 5.75756 5.41888 5.39175 5.18934 5.06481 4.77514 4.7244 4.58499 4.44039 4.43463 4.02291 3.97672 4.45155 3.94528 3.91126
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decision_type=10 10 8 2 10 8 2 8 10 2 10 10 8 2 2 8 2 8 2 10 2 2 8 8 2 8 2 10 10 10 10 10 10 8 2 10 10 2 2 2 2 8 10 2 2 2 10 8 10 2 2 8 10 2 2 2 2 2 10 8 10 2 8 8 10 10 8 2 10 10 10 8 10 10 8 10 8 8 2 8 10 10 10 8 2 2 10 10 8 2 2 2 2 10 8 10 8 2 10 2 2 8 10 2 8 8 8 2 2 2 8
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Tree=801
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split_gain=4.31378 7.25936 6.21035 6.92916 7.32906 10.4919 13.6097 8.91222 7.58059 11.6852 9.37124 7.59722 7.35378 6.90648 6.47799 6.22885 5.70106 5.87161 5.66313 5.42947 5.32117 5.19839 5.07649 5.45874 5.07528 4.90779 4.88624 5.60644 4.91939 4.51809 7.25262 7.65347 7.56137 6.93467 7.09311 6.49773 8.14641 10.6162 6.68025 6.47509 6.07714 5.64356 5.21483 7.99588 5.66032 6.99145 5.11316 7.37999 6.46015 8.16415 6.11044 5.48151 5.15806 4.97964 4.86795 4.62886 7.4145 10.7689 10.1171 10.654 9.59177 9.59904 7.45856 10.4115 10.747 8.977 7.54376 7.65157 7.30074 6.70248 7.66953 6.70528 7.39525 6.41977 10.5205 8.22654 12.8678 6.687 6.33842 6.24611 5.43425 5.0941 4.95428 4.61193 4.65021 4.59237 6.5952 4.28301 4.26615 5.08532 6.74935 4.96094 4.64769 4.0653 4.03382 3.99678 4.77536 6.04188 4.37586 3.97404 3.96651 3.95541 5.1528 4.42559 3.92349 3.85972 3.78135 3.70957 3.63808 3.87709 4.34121
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decision_type=2 2 8 8 10 8 2 2 2 10 10 2 8 8 8 2 2 8 8 10 10 2 2 8 2 2 8 2 10 2 8 8 10 10 8 10 2 8 2 2 8 10 8 10 2 2 8 10 10 2 8 2 10 2 2 2 8 2 8 8 10 2 10 2 8 2 2 10 10 2 8 2 2 8 2 10 10 10 8 8 10 10 8 2 2 2 2 10 2 2 2 10 10 2 8 2 2 10 2 2 2 10 10 10 10 10 2 10 2 8 2
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leaf_weight=6.1938165975734583 10.96688314154744 13.46205181442201 8.5488288253545743 4.2882020273245889 62.888594709336758 221.66363926231861 82.901531203184277 5.6122953770682207 37.699172189459205 24.415044337511063 74.857762411236763 9.0208998313173634 31.676200651098043 92.369428917765617 13.55526330554858 65.610816229134798 47.108751748688519 320.03083215933293 48.97715653385967 6.4208172657527021 12.669966083019974 12.317816670984028 16.727926849853247 8.7952138809487206 20.159762227907777 12.837367389351128 242.30033197533339 7.3136095255613318 151.47136560454965 12.476813504472373 9.7418171148747188 82.122635306790471 4.7726291324943295 5.1725476635620025 8.0763622131198627 9.6193646253086609 11.907535426318645 206.11331565259025 72.620191463269293 928.47316941060126 26.105691819917414 24.594421193934977 29.042606088332832 7.0746742188930503 20.104948471765965 12.234009102452545 18.309069206938148 14.060056882444767 56.922014659270644 39.209513887763023 125.10514699155465 8.9381959252059442 25.633846280630678 8.1032914668321592 26.753244899213314 31.597568763419986 221.38529890775681 37.297348218970001 23.342700254172087 113.00526337884367 44.944891827180982 134.64666554145515 1153.5903760478832 55.426830632146448 504.81604900490493 643.18755221366882 867.74243255984038 807.81927103269845 4.8420751588419071 22.102161879651248 77.869523677974939 13.141530291177331 170.86259454209358 2810.8217482087202 142.99217952694744 587.25662981718779 147.39256688952446 87.100653612986207 147.21277824696153 37.417105845175683 13.894815750420092 53.233180230017751 8.8842440517619234 5.819526048609986 32.074462957447395 14.762253426015375 20.259682393632829 9.2780343852937204 4.9956583352759472 8.0553692067042011 6.0183362788520745 10.086417798884211 30.851346168201417 7.202502059750258 5.1056414116174009 6.9554177974350742 15.334959486499431 10.710728245088836 6.4148330178577444 26.258169433102012 4.6355369151569894 11.35137565340847 8.4070597621612233 10.686511860229073 11.861237201839684 9.8790468834340555 14.201654963195322 5.0409830873832107 4.9130915999412528 15.803666633320971 41.277355442405678
leaf_count=168 272 178 166 97 966 2884 1324 66 807 262 1285 152 484 1858 279 1511 964 4461 1248 123 150 251 440 188 349 132 4881 152 3722 107 140 695 57 79 161 225 204 2253 1353 7752 563 271 442 110 340 210 118 207 586 353 2368 151 275 93 248 227 4407 325 275 1485 467 1420 19118 1036 9290 9318 20207 16341 59 316 882 166 2382 38302 2427 8952 4124 1588 1200 480 98 718 162 82 426 230 330 178 137 71 53 242 537 119 115 139 115 159 115 418 83 208 105 152 87 78 162 80 106 327 1014
internal_value=0 -0.00105609 -0.000740806 -0.00102844 -0.00117527 -0.000133787 -0.00150309 0.00182688 0.0033844 0.00644861 0.00112555 0.0128921 0.0111889 0.000446635 -0.00342098 -0.00063249 -0.00408814 -0.00274411 -0.00413897 0.005995 0.000155039 -0.00461995 0.00516491 0.0114725 0.0046409 0.00912272 -0.00469273 -0.0106058 -0.00363885 0.000127154 -0.000908157 -0.000186321 0.00743759 -0.000538207 0.00566305 -0.000944246 -0.000491143 0.00341252 -0.00657926 -0.00135499 -0.00131681 0.011676 0.000331734 0.00394112 -0.000238013 0.00350314 -0.00376699 -0.00593232 -0.000409031 0.00381982 -0.00724405 -0.00530515 0.000630257 0.0153962 0.0102077 0.000250329 -0.0002315 0.00224248 0.00486652 0.000117073 -0.0015395 -0.00391521 -0.000552524 0.00030227 -0.00238151 0.00114644 -0.00160852 -0.00106746 -0.00543009 0.000801147 -0.00226459 -0.000112106 -0.00208394 0.00106824 -0.00251968 0.00130492 0.00344027 0.000755011 0.00821471 0.0066226 0.00697056 -0.00466134 0.00737429 0.0077127 0.0101126 0.0114481 0.0160463 -0.00493663 0.00880604 0.010616 0.0151967 0.00274027 0.0181081 -0.00875695 -0.00646457 0.00574045 0.00836798 0.0142393 0.0193956 -0.0095696 -0.00600058 -0.00918123 -0.0105713 -0.000156259 0.000997334 -0.00769506 0.00792197 0.0187316 -0.00789782 -0.00938357 -0.0121886
internal_weight=0 1754.7 1686.51 1621.77 1613.22 1108.33 801.363 351.322 306.97 171.182 99.2728 71.9095 37.2885 314.033 504.891 135.788 450.041 367.14 470.039 19.9761 11033.5 77.9286 34.8523 18.1244 57.8589 25.5073 450.062 56.2908 393.772 11008 1811.41 1453.56 56.4902 1397.07 79.0121 1318.06 1228.62 218.021 89.4421 1010.6 38.8176 42.4395 9196.59 193.847 108.671 70.2329 357.853 213.553 144.3 78.4396 195.244 65.8602 39.6939 32.6977 39.2301 9002.75 4804.75 545.942 320.858 136.348 225.084 179.592 4258.81 2357.02 560.243 1796.78 1901.79 1675.56 226.227 4198 331.272 243.523 192.965 3866.72 234.152 3632.57 734.649 2897.92 184.51 50.5586 45.4924 196.225 37.9269 50.128 44.3085 40.1945 25.4322 14.0507 85.1757 74.2088 41.8653 32.3434 36.8697 79.8227 38.4385 64.7392 51.2772 24.081 17.1256 31.3638 30.7412 155.55 133.512 22.0379 27.1962 87.7486 22.257 9.32919 68.1879 63.2748 47.4712
internal_count=200821 31408 29793 29000 28834 17624 12041 5292 5583 2665 1547 1118 550 4742 11210 2918 6749 5425 10405 402 169413 1762 805 365 1156 282 10003 1400 8603 169131 19664 14786 739 14047 1446 12601 10904 2457 1697 8447 807 504 149467 3175 1701 1058 4878 3433 1445 708 3315 737 482 364 355 146292 85273 5497 3285 1760 2212 1887 79776 38762 10326 28436 41014 36548 4466 61019 4304 3344 2698 56715 3749 52966 13076 39890 1525 646 325 3145 604 718 636 639 409 235 1474 1202 727 475 590 1472 643 793 615 413 274 533 646 2833 2473 360 202 960 233 177 1615 1509 1182
is_linear=0
shrinkage=0.0227381


Tree=802
num_leaves=112
num_cat=0
split_feature=176 169 161 42 203 39 72 41 145 162 26 14 145 161 183 39 210 229 219 233 231 228 214 155 201 214 169 210 232 185 41 165 128 79 80 198 93 132 205 122 222 209 209 222 189 164 184 122 183 216 203 144 62 80 142 53 199 174 219 230 7 133 229 187 26 232 187 231 151 69 7 206 138 144 144 131 196 233 151 219 223 161 165 133 151 131 153 131 171 41 232 228 18 149 226 230 40 222 192 209 190 128 81 223 183 216 196 14 122 221 222
split_gain=3.87445 7.6829 7.3401 7.55176 8.41751 13.2327 10.6503 8.31845 10.1386 7.8572 7.1728 8.61048 7.12219 6.84704 7.22058 6.78779 8.0497 10.7618 8.0876 7.81769 7.83614 7.47406 6.75789 6.75266 6.43404 7.23172 8.96374 9.34431 8.3226 7.56912 7.45529 7.43902 8.08783 7.28691 8.19668 7.17097 6.8633 10.2693 8.67326 6.46782 6.26875 6.07895 7.46905 6.93336 6.65848 6.05071 7.28417 6.12578 5.94023 5.92022 5.63458 5.39459 9.62251 8.11456 12.6077 9.3759 7.12965 6.89481 8.01418 8.08508 13.1646 9.38594 7.37212 7.06221 6.99357 9.03054 8.90641 6.44672 10.7046 6.31913 6.28785 6.10933 5.83602 8.31075 8.87894 6.90516 7.38513 6.22131 6.33216 6.17974 6.05637 5.50213 7.75602 7.21113 5.29591 8.50718 6.72671 6.19052 5.85406 5.25897 6.14028 5.19642 6.62298 5.10042 4.98176 4.93168 4.80966 4.76795 4.69081 4.57386 5.35472 4.98936 4.53997 4.46335 4.45912 4.38705 4.04542 4.42874 4.03771 3.97926 4.48171
threshold=4.5000000000000009 0.29064344581801987 0.27860843819021136 0.16510000000000002 -0.039935443550348275 0.24558704205214796 0.97785000000000011 0.45521539971942787 983.50920178705667 0.52843757284558912 8.5000000000000018 0.018717500000000001 1000.8573786570552 0.42573143621097231 -521.49999999999989 0.32937124458572664 0.047942265868186958 -0.020632144063711163 0.0022361676674336199 -0.0092216846533119661 0.0031681871041655545 -0.011148257646709679 0.017996591515839103 16434.750000000004 0.022100122100122105 0.002411988796666265 0.057707232572006016 0.0089322193525731581 -0.016222467646002766 3903.8688179800224 0.28151900404279145 0.15504807692307696 47269.500000000007 0.065750000000000017 0.13620000000000002 0.015056324161174056 -752.49999999999989 0.029898453982775693 -0.037610370665788644 0.060843871242701575 -0.0062054803129285565 0.0033097369596362118 -0.01330651296302676 0.0094887642189860361 0.28611556982343506 0.00014285411950553059 256774.12500000003 0.037286710351579079 -2181.4999999999995 -0.0018698566127568481 0.11630792915821077 -306.49999999999994 0.25865000000000005 0.12160000000000001 -748.94444444444434 0.30760000000000004 95344.960257352956 7.5000000000000009 -0.017902183346450325 0.0050014148000627765 9375.7500000000018 0.21494436632785932 -0.011570152826607226 10.668010752688174 13.500000000000002 -0.010812745429575442 11.923467395548615 0.0043697834480553874 496.50000000000006 0.092950000000000019 7915.5000000000009 0.032299833372235305 1.0000000180025095e-35 -87.499999999999986 -261.49999999999994 0.23016918737466613 0.72579686115926323 -0.0055894306860864154 -150.49999999999997 -0.0014666919014416633 -0.0048015727661550036 0.49636115296920308 0.63245614035087727 0.26591998916844678 368.50000000000006 0.16343485184282308 161283.55500000002 0.60506156736187122 2.5000000000000004 0.53617310422582076 0.00088485880405642103 0.0085374768823385256 -2296.4999999999995 734.05000000000007 -0.031454598531126969 0.0077212306205183276 0.5098273626070754 -0.020786389708518978 0.090593434343434351 0.022221105173230175 32.500000000000007 37508.250000000007 0.079650000000000012 -0.012020114809274672 -2558.4999999999995 0.01046388875693083 0.99853853765241019 0.0064670000000000014 0.06818005213487989 -0.020695772022008892 0.018694520927965644
decision_type=10 10 10 10 2 10 10 10 8 10 2 2 8 10 10 10 2 2 2 2 2 2 2 8 10 2 10 2 2 10 8 8 10 8 8 8 10 10 2 10 2 2 2 2 8 10 10 10 10 2 2 10 10 10 8 8 10 10 2 2 8 8 2 10 2 2 10 2 8 8 10 2 2 10 10 10 8 2 10 2 2 8 10 10 8 10 10 10 10 10 2 2 2 10 2 2 8 2 10 2 8 10 8 2 8 2 8 2 10 2 2
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Tree=806
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decision_type=8 10 10 10 2 2 8 8 2 2 2 10 10 2 2 10 2 2 2 2 2 10 2 2 2 8 2 2 8 8 8 2 10 10 8 2 2 10 10 8 8 10 2 8 2 2 10 2 8 10 2 8 2 8 8 8 10 2 8 8 8 2 10 10 2 2 10 10 10 2 10 10 10 2 8 10 8 10 2 2 8 10 2 2 10 2 2 2 8 2 2 10 8 2 8 2 8 8 2 8 2 10 2 2 2 8 10 10 2 10 2
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leaf_count=264 63 82 124 141 55 291 165 95 88 87 84 92 139 234 74 571 3293 125 211 862 352 111 140 94 116 139 258 145 123 680 2430 132 98 124 320 113 208 143 378 177 167 87 144 298 4152 180 769 3454 1845 2295 470 275 630 1368 271 1113 1534 2922 3344 764 919 546 29785 4679 1343 1529 2039 85 2796 4319 106 784 1153 926 1646 6910 897 540 85609 898 1452 853 6681 112 90 101 74 108 191 90 156 172 81 154 104 232 59 1570 123 329 248 142 82 94 96 108 89 83 199 178 67
internal_value=0 -0.00118493 -0.000234099 0.00468213 -0.00106271 -0.0025209 0.00711945 -0.00480425 -0.00321761 0.00203066 -8.54941e-05 0.00944348 -0.00665164 -0.00404783 -0.00402683 -0.00660106 -0.00394704 0.00252381 0.00722078 -0.00485891 -9.69073e-05 -0.00778416 -0.00932174 0.00459973 0.00994489 -0.000568992 0.0133481 -0.0105885 0.00272259 -0.0122174 0.000246339 -0.00104691 0.00572034 0.011404 -0.00722762 0.00292716 -0.00644183 0.00830862 0.000274624 -0.00523763 -0.00911557 0.00519929 0.000308134 0.00151951 0.0019074 0.00226977 0.00389917 0.000728056 0.00466305 0.00157231 -0.00649585 -0.00509715 0.00015694 -0.000190451 0.00146609 0.00323381 8.58427e-05 0.00577603 -0.00115328 0.00335667 0.000878437 0.00157723 0.000966157 -0.000562841 0.00177868 -0.00199442 0.00163814 0.0100003 9.05042e-06 -0.0039808 0.0100532 0.000596567 0.00496225 0.00106336 0.00741217 -0.000501067 0.00161267 0.000371121 -0.000758837 0.00905157 -0.00563528 -0.00281539 -0.000599827 0.00591602 0.00767748 0.00325352 -0.005943 -0.00557894 0.0138713 0.000782784 0.00659628 -0.00515965 0.0016466 0.0113477 -0.0082903 -0.0109119 -0.0120695 -0.0136198 -0.015275 -0.0123793 -0.0140273 -0.0044207 -0.0113268 -0.00335498 0.00587027 0.00351049 -0.00110295 -0.00547114 0.0155974 0.0147288 -0.00710438
internal_weight=0 1164.43 929.417 128.286 801.131 545.554 31.4266 235.012 514.127 255.577 197.489 82.5573 190.657 45.7292 107.916 88.0185 479.774 57.3807 40.012 422.394 107.655 178.566 153.62 89.5724 40.129 49.4434 33.439 141.472 45.3898 121.878 11660.5 50.0587 34.3529 18.7065 35.7098 44.355 314.739 58.088 11624.8 62.1731 46.1243 16.0488 11562.6 1274.38 1214.31 1166.58 560.765 605.814 520.695 548.445 57.3686 40.07 10288.2 6948.8 1092.17 650.891 294.773 356.119 441.279 116.473 3339.42 2248.46 1914 1090.96 413.138 677.822 240.151 66.0896 347.048 437.67 65.9982 1848 334.466 133.825 200.641 5856.63 631.67 549.061 5224.96 82.6093 155.642 324.806 5069.32 19.8977 27.4278 25.8738 47.7349 60.0665 7.43079 22.322 5.62106 35.4962 24.946 43.7832 44.9405 33.8273 40.5032 37.0332 33.9885 37.9599 102.873 14.734 25.5033 26.9454 15.2797 10.2065 19.005 8.61799 37.1674 29.0501 17.3687
internal_count=201130 12109 10096 1108 8988 6081 362 2013 5719 2907 2345 649 1715 459 1302 1106 5409 694 502 4715 1214 1576 1384 1043 468 575 374 1244 358 1099 189021 703 310 222 573 298 3501 562 188448 2991 2252 739 185457 14586 13998 13440 7041 6399 5997 5749 650 1044 170871 115786 11431 5840 2647 3193 5591 1394 55085 35865 31221 19220 8903 10317 3568 1428 7475 6749 652 30569 4644 2079 2565 104355 9245 7450 95110 1795 2820 4197 92290 196 185 225 558 588 278 260 333 436 192 419 444 340 1919 1752 1693 403 928 197 402 217 186 171 171 461 291 265 192
is_linear=0
shrinkage=0.0227381


Tree=807
num_leaves=112
num_cat=0
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split_gain=4.73418 8.82524 7.14736 9.84924 8.57323 8.12124 9.54033 8.62058 8.12251 5.95076 5.42672 5.30686 5.1715 5.09258 5.06675 4.98214 4.64825 5.88769 4.45865 6.27208 6.11581 6.04887 9.13165 9.3449 10.285 8.15723 8.96986 7.42437 7.24954 7.20179 7.33854 7.60142 6.87499 6.7735 6.49997 6.44994 6.27338 6.19681 6.06842 5.77113 6.31297 5.6736 5.55153 6.00881 6.90871 10.7027 5.62276 6.33299 5.53776 5.48902 5.17403 5.57919 4.98189 5.92635 6.90772 7.67786 6.56814 6.77714 7.26886 6.28471 7.61464 6.16214 8.57198 6.82724 6.66338 6.16162 4.78473 9.0065 8.07946 6.45656 7.00335 8.72867 6.99416 5.90156 7.31763 6.49804 5.25472 4.72188 4.67125 8.07549 9.66025 9.80851 8.57835 7.7409 8.98106 7.08396 10.5816 6.74612 6.40447 10.0845 5.68897 4.78334 4.761 4.59698 4.49022 5.17355 4.43139 4.42939 4.34928 4.32935 4.32294 4.28574 5.78637 4.27492 4.22064 4.18365 4.12211 4.06009 4.28559 4.05298 4.00922
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decision_type=2 2 2 2 2 10 2 2 8 2 10 8 2 8 10 8 8 2 2 2 10 2 10 2 8 8 10 10 2 2 2 2 10 10 10 2 2 2 2 10 8 10 2 8 2 2 2 2 2 2 2 8 2 2 10 2 10 2 10 2 2 8 2 2 2 8 10 2 10 8 8 8 2 8 10 10 2 2 10 8 8 10 8 10 8 2 10 10 2 2 2 2 2 8 8 10 2 10 2 10 2 10 2 10 2 8 2 2 2 8 10
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internal_value=0 0.00531077 0.00899402 -0.00195752 0.000154007 0.000171671 0.00104114 0.00390476 0.0073245 0.0101434 0.000450882 0.00580951 0.00773578 0.0154164 -0.00138431 4.46165e-05 -0.00233617 0.000889546 0.00598018 -0.0066021 0.00161052 0.0139467 0.00215382 0.00428891 0.0126557 0.0141166 3.88115e-05 0.000947241 -0.00329419 0.00156075 -0.00371055 0.00271402 0.00935821 -0.00425726 -0.00903941 0.00782986 0.0212651 -0.000438657 0.00319567 0.0036153 -0.00241633 -1.75101e-05 -0.000673886 -0.00128405 -0.000947332 -0.00243937 6.49108e-05 -0.00320209 0.000833223 0.00202695 0.00834539 0.00106648 0.00480885 -0.00056534 0.000428597 0.000302879 0.0034014 0.00703222 -0.00125812 0.00477631 0.00916959 0.0112362 -0.00204182 0.000175026 0.00322033 0.00165648 -0.00626946 -0.00814613 -0.00563489 0.000313436 0.000163555 -0.00261118 -0.00606062 0.00193415 0.000287693 0.00166473 0.00262502 -0.00106127 -0.000121655 -0.00108392 0.00148785 0.000635883 -0.000530864 0.0139344 -0.00976691 0.0106013 -0.010278 -0.00674252 -0.00769786 0.0111466 0.0109089 -0.0067913 -0.00315011 -0.000783853 -0.00886484 0.0125283 0.0168824 0.00434628 -0.00353871 -0.00470144 -0.0064042 0.01158 0.0198665 -0.00892742 -0.00990383 0.00503358 -0.000677845 0.00235716 -0.00850964 -0.00241841 0.0145094
internal_weight=0 105.474 68.6464 36.828 12713.8 12699.9 2262.55 378.413 227.81 165.191 1884.13 124.719 115.911 38.7872 150.603 1759.41 456.877 1302.54 179.084 216.779 240.098 50.7263 128.357 166.44 133.206 122.388 1123.45 887.67 235.783 50.5548 124.346 77.1238 30.5169 73.658 166.224 26.2563 26.4228 62.6193 47.6114 36.3691 46.6068 10437.3 3420.45 2435.63 2323.52 934.28 1389.24 826.617 984.813 697.675 83.3352 614.34 181.456 432.884 1326.44 7016.89 293.271 162.371 130.901 54.699 138.941 69.3996 287.138 193.772 107.663 176.58 93.3664 82.8294 76.2017 36.9202 6723.62 280.547 150.111 48.8494 6443.07 1470.38 1087.58 382.802 4972.69 2188.73 130.436 2783.95 119.315 11.1203 101.262 126.936 39.2815 62.8065 112.114 29.3136 63.6915 87.9774 29.2959 31.9848 71.9392 58.2635 32.0592 26.2043 25.3854 23.4296 28.1289 22.0403 26.3005 104.528 96.3422 18.1174 12.3645 16.0381 18.274 17.1179 18.0858
internal_count=201087 1652 1109 543 199435 198821 36276 5016 3255 2632 31260 2430 2081 796 1761 28830 8478 20352 4786 4118 4360 1297 3489 2824 2093 1928 15566 12371 3195 685 1151 1285 416 1536 3433 610 528 623 476 324 869 162545 40945 26916 25593 10322 15271 9059 14029 9301 777 8524 2556 5968 14441 121600 4545 2316 2229 758 1922 615 4728 3186 1263 2807 1542 1387 1471 686 117055 6448 3775 1269 110607 29845 22884 6961 80762 36294 2673 44468 2239 434 2506 1730 785 830 1323 389 1037 827 303 539 661 911 502 409 369 394 426 501 412 1215 1131 228 268 166 344 305 400
is_linear=0
shrinkage=0.0227381


Tree=809
num_leaves=82
num_cat=0
split_feature=6 228 169 80 220 141 143 178 145 128 40 188 120 150 128 225 1 214 145 213 213 122 162 231 133 126 217 185 205 133 211 203 72 229 183 208 40 17 220 206 208 223 203 178 161 126 222 228 183 19 161 183 214 19 153 205 40 19 202 144 134 202 144 133 135 208 183 130 170 232 18 202 17 228 227 210 185 55 128 211 86
split_gain=4.89851 4.63078 7.03049 5.18433 7.97613 6.58955 4.43019 4.17813 4.15187 6.27817 11.3388 4.0965 3.88878 3.61711 3.47155 3.47044 3.36263 4.46408 3.43527 3.4347 3.35365 3.23494 3.71726 4.12382 3.28785 8.89372 8.06806 9.92208 8.22254 8.02421 8.45549 10.461 8.34077 7.86118 8.41231 7.45025 6.85093 6.8291 10.1915 7.91359 6.90207 8.38365 7.0643 9.16249 8.19728 6.98156 6.71297 6.60032 6.5755 6.5261 6.13702 5.99223 5.73664 5.1943 5.06993 3.18768 3.11925 3.11722 2.93476 5.7641 3.79211 4.29239 3.46003 2.99153 2.67409 2.89879 2.34067 2.31235 2.30996 2.27521 2.25667 1.66229 1.5552 1.4592 1.45861 1.43985 1.3201 1.68607 1.04122 0.994639 0.803948
threshold=76455.000000000015 -0.024624330922961232 0.0043958512287353259 0.065200000000000022 0.0098302564583718794 0.26382935402263274 -2195.4999999999995 0.39736842105263165 735.07083557912699 67498.875000000015 0.6458162302957039 0.77809343434343448 0.44618570333330193 -1418.4999999999998 51006.000000000007 0.0034450627863407139 1.0000000180025095e-35 -0.0011758056352846322 837.95223610862433 0.012754646595567467 -0.014849252067506312 0.026442729946742956 1.0162192876463474 -0.015731353312730786 0.092176954791788598 0.12090952980336929 -0.017767515033483502 1607.4398206839035 0.068729430437088027 0.051646471006370452 0.014951585326343777 0.018664239905774597 0.98335000000000006 -0.0037543090293183918 -779.49999999999989 0.022323770448565487 0.62860061334587669 -298.49999999999994 -0.007364580873399972 -0.0072244815528392783 0.026265027001500133 0.025603055022656921 0.016530345194041732 0.73508771929824568 0.0082047091170266827 0.065695346788459938 0.029392749071121219 0.0032053624745458369 -743.49999999999989 16.500000000000004 0.463642615949519 -1622.4999999999998 0.019484178163111213 10.500000000000002 1800002.2500000002 -0.066302888095378862 0.52419312355797543 6.5000000000000009 0.14767312258481982 -231.49999999999997 0.095936812546336778 -0.044017368927597993 -488.49999999999994 0.039675515961519504 0.04194312242736515 -0.058763409033417695 -867.49999999999989 0.37925282090855489 26.018518518518523 -0.0064920519944280377 -4664.4999999999991 0.15399534255266192 -5868.4999999999991 0.0046547299716621646 1.0000000180025095e-35 0.0054006725549697885 3303.3263046116513 0.019650000000000004 64205.357142857152 0.0066763209179043779 0.072750000000000023
decision_type=2 2 10 8 2 2 10 10 10 10 10 10 2 8 10 2 2 2 8 2 2 10 10 2 8 2 2 8 2 10 2 2 8 2 10 2 10 2 2 2 2 2 2 10 8 2 2 2 8 8 10 8 2 10 10 2 8 10 2 8 8 2 10 10 8 2 8 10 8 2 2 2 2 2 2 2 10 10 10 2 8
left_child=16 2 3 4 5 67 66 8 58 10 71 56 57 -7 -9 -16 19 68 -19 64 -8 22 23 75 25 26 27 28 -23 30 32 -32 -27 35 -35 -31 -29 40 39 51 42 49 44 -44 -26 -43 53 -48 52 -42 -50 -39 -40 -28 -41 78 -11 69 60 62 -5 -62 -60 -61 -1 -66 72 -2 -18 -3 -67 -10 -4 -21 -12 -14 77 -57 -25 -13 -70
right_child=1 12 6 7 -6 13 20 14 9 11 74 79 21 -15 15 -17 17 18 -20 73 -22 24 -24 55 37 29 46 36 -30 33 31 -33 -34 34 -36 -37 -38 38 48 54 41 45 43 -45 -46 -47 47 -49 50 -51 -52 -53 -54 -55 -56 76 -58 -59 59 63 61 -63 -64 -65 65 70 -68 -69 80 -71 -72 -73 -74 -75 -76 -77 -78 -79 -80 -81 -82
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leaf_weight=6.3186114198761052 5.7323467433452624 4.5524415220133969 4.933325717691333 13.259508271701632 9.8648613700643164 5.8308030338957906 9.9198182369582373 14.015431236475704 20.3444674522616 5.4872913546860227 3.4063774065580201 4.4377875565551212 3.2607304677367202 11.317409237846734 13.72699602879584 8.7003935901448113 4.8315293970517841 6.7563634333200726 8.6166059887036681 3.2971434108912936 11.416927113663403 306.51963525265455 4.0174666736274949 1.424943647696636 579.96649144496769 117.06993789598346 1241.125776207773 53.558569505345076 16.063712261617184 142.69145983457565 71.269109465181828 68.740288995206356 289.6106365211308 229.38874125480652 72.812665581703186 63.650523602962494 8.7272028629668039 19.634419948793948 169.69362769275904 82.376816466450691 377.34795417869464 33.984065655618906 4404.0410691625439 82.316657113377005 1963.9974397933111 78.850921031087637 26.693827472627163 31.341389872133732 90.905127738602459 1353.9222019938752 28.966046066954732 44.748503833077848 47.63122783601284 228.13637187704444 16.013688430190086 22.757081053568989 5.3607224798761317 6.1913023376837364 7.8406065236777094 7.6975379856303361 74.912670415826142 40.084382640197873 8.9723251918330771 15.361483866348861 4.2518293852917841 3.2054265579208687 4.814332599751654 7.0483848573639989 4.1370415324345204 9.9961363696493208 29.034263115841899 4.3075291290879241 8.5648217624984646 3.5068740551359951 4.5990342691075057 2.882874864153564 2.4503475707024327 4.6666944579919791 1.41112025140319 3.3383367173373699 10.04467523470521
leaf_count=57 40 73 95 109 172 128 107 151 461 62 91 135 109 162 146 111 89 122 138 97 154 4738 51 82 15743 2657 22335 493 276 2664 2254 690 6039 5509 1436 1432 304 334 2126 962 7310 407 42229 519 42671 1330 468 519 1041 19993 270 621 632 3581 228 795 124 114 120 80 1498 757 89 173 130 127 72 166 80 183 897 47 124 98 142 70 24 161 150 69 202
internal_value=0 0.000130058 -0.00247287 -0.00370033 0.0033885 0.00882554 0.00570798 -0.00487724 -0.00602984 -0.000284877 -0.00584231 0.00822717 0.000202075 0.0155626 0.00188844 0.00655961 -0.00511874 0.000417516 0.00752894 -0.00845075 -0.0014784 0.000182359 -0.00550686 -0.00780008 0.000205943 0.000864395 -6.24801e-05 0.00284288 0.00111862 0.0025309 0.000600053 0.00524706 -0.00107529 0.00456208 0.00684923 0.00107237 0.0105539 -3.08635e-06 0.00255946 -0.002041 -0.000149794 -0.0013845 0.000175373 -0.000367354 0.0011305 0.00440911 -0.000806433 0.0062634 0.00477577 -0.00178202 0.00888121 0.00385349 0.00225945 -0.00112051 -0.00589789 -0.0106526 0.0140101 0.00847116 -0.00768299 -0.00180453 -0.00928222 -0.0105311 0.00656504 -0.00803281 -0.0105823 -0.0125545 0.0118783 -0.00283712 -0.00588618 0.0124825 -0.0144751 -0.0126547 0.0150356 0.00338095 0.0108251 0.00474204 -0.0126415 -0.0137624 0.00404921 -0.00296053 -0.00929923
internal_weight=0 12740.7 335.296 295.647 39.7938 29.9289 39.6492 255.853 219.41 51.2815 32.6574 18.6241 12405.4 17.1482 36.4428 22.4274 84.0004 34.3862 15.373 49.6141 21.3367 12384.7 42.8713 38.8538 12341.8 2967.4 1912.17 384.869 322.583 1055.23 546.69 140.009 406.681 508.543 302.201 206.342 62.2858 9374.4 499.969 162.773 8874.43 1844.11 7030.32 4486.36 2543.96 112.835 1527.3 58.0352 337.196 1731.27 119.871 64.3829 217.325 1469.26 98.3905 32.7102 10.848 20.7399 168.129 39.872 128.257 114.997 16.8129 23.059 42.8101 36.4915 18.3125 12.7807 19.0132 14.5486 32.2397 24.652 13.4981 6.80402 8.00541 6.14361 29.8741 27.4238 2.83606 7.77612 14.1817
internal_count=201245 199208 5585 5033 668 496 552 4365 3957 1131 741 390 193623 290 408 257 2037 631 260 1406 261 193253 1442 1391 191811 55395 32714 5811 5014 22681 11640 2944 8696 11041 6945 4096 797 136416 6214 2145 130202 29040 101162 42748 58414 1737 26903 987 4069 27303 1311 955 2758 25916 1190 1212 186 370 2826 462 2364 2255 209 253 1211 1154 291 206 371 256 1024 508 219 195 233 179 980 956 232 204 282
is_linear=0
shrinkage=0.0227381


Tree=810
num_leaves=112
num_cat=0
split_feature=129 40 232 132 45 189 191 127 143 183 189 231 144 123 89 202 222 125 231 130 136 182 155 121 176 157 38 38 125 221 227 162 191 192 228 150 132 184 59 191 145 154 191 198 182 216 183 208 66 212 223 225 156 118 216 57 213 213 182 57 125 132 19 228 123 211 19 165 187 145 221 153 214 93 8 216 154 19 206 42 192 145 141 188 153 157 185 218 208 177 5 188 57 182 40 155 203 211 19 132 169 142 191 72 162 203 210 218 18 143 30
split_gain=3.61947 8.16927 7.68591 9.77933 7.70377 8.35446 7.78568 7.90118 7.84388 7.28738 7.15397 6.94224 6.60409 6.5732 6.88769 6.40652 6.38894 7.95571 6.31568 5.83978 5.70514 6.72246 5.54841 6.77892 5.55967 5.5233 5.49416 8.04145 7.04889 5.49207 5.28417 4.54391 4.49856 4.46043 4.42635 4.35761 10.1108 9.46349 8.86249 9.66353 9.10006 7.83449 7.50279 9.05883 8.42233 9.32286 9.14788 7.44084 7.13453 6.90417 9.11411 6.6682 9.08343 9.58583 8.30133 6.77618 7.97531 7.56681 7.96159 6.50797 6.50007 6.38732 6.30507 6.15661 6.02797 7.41747 7.00963 8.81317 6.91911 5.9816 5.83751 5.79812 5.66837 5.48828 5.69457 5.30976 5.17307 8.66956 7.00235 9.84222 7.38336 6.99462 11.2912 7.65888 7.33098 8.70787 8.15238 8.1132 7.23229 8.28948 7.45269 7.17504 7.04866 6.99534 7.91252 7.50101 6.94028 6.74918 6.60842 6.40561 9.48093 7.89063 6.32944 6.30612 6.10096 6.08825 6.28309 5.79778 5.78577 5.75389 6.03513
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decision_type=8 8 2 10 8 8 8 2 10 10 8 2 8 10 10 2 2 2 2 10 10 10 10 10 10 10 2 2 2 2 2 10 10 8 2 8 8 8 10 10 8 10 8 8 8 2 10 2 10 2 2 2 10 10 2 8 2 2 10 10 2 10 10 2 8 2 8 10 8 10 2 10 2 10 10 2 10 8 2 10 10 10 2 10 10 10 10 2 2 8 2 10 8 10 10 10 2 2 8 8 10 10 8 8 8 2 2 2 2 8 2
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is_linear=0
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Tree=814
num_leaves=112
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decision_type=8 2 2 10 2 2 8 10 2 8 2 2 2 2 8 2 2 2 10 2 10 2 2 8 8 10 2 2 2 2 2 2 2 10 8 10 10 8 2 10 2 10 2 10 10 2 10 10 8 2 10 8 10 10 10 10 10 2 2 8 2 10 8 2 2 2 10 2 8 10 8 2 10 10 8 8 2 8 10 2 2 10 10 2 10 10 10 2 10 10 2 2 2 8 10 10 2 10 2 10 2 2 10 2 2 2 8 2 8 8 2
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leaf_count=1308 824 515 528 933 601 705 280 283 2635 111 74 172 221 154 125 108 116 479 270 188 942 428 159 538 753 287 115 270 521 1278 1456 2711 1831 391 348 709 113 459 1674 151 146 1765 861 177 130 177 175 524 122 301 293 684 313 477 196 356 150 550 4950 2704 142 516 356 403 3915 7122 750 1218 835 206 178 642 166 800 738 1221 2411 2213 452 1414 318 127 489 1740 286 339 258 509 513 1603 201 2622 898 292 140 98 305 240 273 687 465 336 178 381 946 110 118557 207 693 222 150
internal_value=0 -0.000821918 0.0011255 0.000237533 0.00188064 0.00322486 0.00430111 0.00520833 0.00631933 -0.00398551 0.00258099 -0.00158658 -0.00415954 -0.00805035 -0.000816141 0.00217395 -0.004326 -0.000855257 -0.00111959 0.00306464 -0.00199994 0.00684311 0.00992397 -0.00177254 -0.000482714 -0.00398986 0.00109421 0.00980485 -0.00563806 -0.00191282 0.0010168 0.00338061 -0.0014306 0.00810561 0.012554 -0.00664661 0.00808725 -0.00445229 -0.00893376 -0.00669546 -0.0081685 -0.00213525 0.0125112 0.00873472 0.0109268 -0.00525589 -0.00767927 -0.0100139 0.000716763 0.0068574 -0.00381961 -0.00744835 0.00685755 0.000278838 0.00147734 0.00588409 0.00151541 -0.00179171 0.000907732 0.00284808 -0.000785498 -0.00174263 0.00633052 0.0125653 -0.0026092 -0.000630791 0.00398144 -0.00357148 0.0059388 0.0160293 0.0185964 0.0236284 0.0109153 0.00407977 0.00754377 0.00202715 -0.00140777 0.00345898 0.00547163 0.00235968 0.0139768 0.0276586 -0.0060802 -7.91087e-05 0.0147318 0.0200844 -0.00338544 0.0166048 0.0109412 0.0137329 0.0021323 -0.00574275 -0.00601355 0.0129441 9.40178e-05 0.0101939 0.00888835 -0.000798958 0.00666205 0.00102079 -0.00397329 -0.00560746 -0.0106381 -0.00383935 -0.0135225 -0.0151264 6.73671e-05 0.00348469 0.00664495 0.00869647 0.00109022
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is_linear=0
shrinkage=0.0227381


Tree=815
num_leaves=89
num_cat=0
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decision_type=2 10 2 8 10 8 10 10 10 10 10 2 10 2 8 2 2 8 8 10 10 2 2 2 2 2 10 8 2 2 10 10 8 2 2 2 10 10 2 8 2 10 2 8 2 2 8 10 2 8 8 10 8 10 10 10 10 10 10 10 2 2 10 8 2 8 8 10 8 10 2 2 2 2 10 8 2 10 2 2 2 8 10 2 2 10 2 2
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internal_weight=0 7492.48 5291.81 751.321 698.053 581.797 98.9953 482.802 4540.49 445.524 116.255 88.9442 27.3112 46.5793 52.416 53.2682 35.1718 448.589 136.953 111.098 7043.89 1346.08 347.823 338.222 998.262 946.817 863.185 798.842 545.659 64.3425 45.1887 253.184 5697.8 1028.26 443.157 199.481 166.312 33.1691 585.103 493.894 58.8888 435.005 359.635 75.3703 4669.54 3081.51 264.579 2816.93 480.09 2336.84 345.612 291.317 182.006 1588.03 315.463 79.1339 236.329 53.7076 1272.57 951.914 874.78 77.1343 1991.23 167.336 182.621 320.654 157.764 162.89 83.6321 243.676 184.382 134.636 49.7467 45.7323 82.5728 4501.27 4134.98 516.108 409.665 314.316 97.7044 216.611 106.443 95.3497 3618.87 169.716 366.285 253.787 112.498 82.3267 230.506 203.613 197.505 3449.16 1277.86 788.813 489.047 2171.3 2151.11 73.056 71.0552 54.9013 60.3745 25.8556 426.704 377.517 49.1873 51.4451 40.0357 321.618 294.105
internal_count=200941 132248 68693 10954 10227 8490 1232 7258 57739 6958 1737 1354 383 561 671 727 486 7040 2266 1948 125208 17980 5007 4894 12973 12212 10870 10104 6045 766 609 4059 107228 21303 12456 6373 5187 1186 8847 7597 815 6782 5531 1251 85925 62228 5402 56826 10869 45957 7943 5716 4119 23697 3940 1135 2805 673 19757 15204 13753 1451 38014 3823 2132 4553 2129 2424 1342 6083 4607 3544 1063 580 1283 57394 52341 6609 4684 3651 1321 2330 1925 1033 45732 2754 5053 3636 1417 1190 3356 2815 2640 42978 16677 9247 7430 26301 26042 710 1148 884 924 318 6705 5949 756 761 633 4680 4303
is_linear=0
shrinkage=0.0227381


Tree=817
num_leaves=112
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split_gain=4.46829 8.52756 14.9817 8.24917 8.87648 8.19137 6.83859 7.10278 7.1962 6.59234 6.54297 6.26989 7.72517 7.06804 6.25318 14.4038 9.43965 7.84238 10.369 8.84395 7.31171 7.84927 7.14373 6.90175 6.94007 6.53703 6.39449 6.13388 6.26316 6.04554 6.01144 5.91952 5.91528 9.89792 7.33441 7.07613 9.73151 7.30975 5.89772 5.83342 5.49325 5.48426 5.4834 5.93238 5.4288 5.39692 5.36147 5.34024 5.32362 6.87782 6.37279 5.30343 5.18806 5.1045 5.03949 4.88875 5.33496 6.69151 6.18523 5.63598 4.54094 4.42362 4.41797 5.49984 4.43861 4.3634 4.28931 5.41553 4.91815 4.28003 8.20074 8.05964 8.76739 12.906 8.57834 8.03971 7.57153 9.00198 7.86883 7.12511 6.9261 6.69674 6.5523 7.78906 6.45439 6.69584 9.25522 7.15217 6.33456 8.18463 6.12086 9.08159 6.16433 5.86869 7.00295 9.50813 6.79427 6.33363 6.06297 5.92921 5.80704 5.76805 5.68397 5.43224 6.27826 6.16886 5.30546 5.27692 5.1098 5.0105 4.98834
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decision_type=10 10 2 2 8 8 8 2 8 2 2 10 10 10 10 10 8 10 2 10 2 10 2 2 10 10 10 8 10 10 2 8 8 2 2 10 8 8 2 2 10 8 2 10 2 10 2 2 8 10 10 10 10 2 2 10 8 8 10 2 10 2 2 8 2 8 8 8 8 2 8 2 2 8 2 10 8 8 2 2 2 2 2 10 8 8 2 2 2 10 10 10 2 2 10 8 10 10 10 2 2 8 2 2 2 8 10 10 8 8 8
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leaf_count=408 116 737 276 318 319 580 662 559 2477 384 121 77 145 305 4939 112 508 169 1292 189 112 612 96 89 333 330 323 195 661 806 160 383 327 320 144 96 104 185 131 172 104 200 175 682 458 163 178 187 765 334 161 771 347 1623 724 372 710 204 97 257 320 131 103 277 94 103 100 1633 1930 245 595 141 426 2988 596 312 52667 6092 5310 1175 1819 374 7032 384 1211 18577 1865 8777 377 1768 934 279 787 18234 702 2010 2096 1727 1516 4988 406 12345 868 183 766 741 252 164 669 1230 3930
internal_value=0 -0.000913057 -0.00294799 -0.00375724 -0.00135601 0.00051854 -0.000628095 0.00138955 0.00330629 0.00978236 -0.00697036 5.59006e-05 0.000445034 -0.00538024 0.000104767 -0.00204366 0.00434218 0.00118748 -0.0027963 -0.00555928 0.00227458 0.00146919 -0.00553227 0.00930379 0.0121308 0.00232168 0.00889234 -0.00639824 -0.00786574 -0.00892636 0.0062776 0.0100518 0.000206043 0.00332415 -0.00283507 0.0059668 0.012224 0.00303124 -0.00270317 -0.0064264 -0.0078557 0.0194968 0.000338 -0.00177163 0.000245518 -0.00257136 0.00867579 0.00132855 -0.00449048 -0.00544082 0.00349681 -0.00793359 -0.00597748 -0.00631443 -0.00912221 0.000113016 0.00334568 0.00111899 0.00793636 -0.00165167 0.00560939 0.0233409 0.00238009 -0.0028853 0.00861935 -0.00677655 -0.0111049 -0.00671581 -0.0150386 3.67597e-05 0.000716248 -0.000287669 -0.00243513 -0.00388325 0.00130328 0.00144782 -2.09197e-06 -0.00189242 -0.00244707 2.73785e-05 -0.00164786 0.00624564 0.000478426 -0.000822645 0.00131085 0.00153264 0.00230603 -0.000863113 -0.00606664 -0.00755574 0.0039787 0.00833014 -0.000297615 0.000342222 -0.000970786 0.00296019 -0.00166597 0.00079543 -0.00371876 0.000985138 -0.00127989 -0.000898414 -0.00558182 0.00831324 0.0101477 0.00366736 0.00625932 0.00131078 0.00940766 -0.00065814 -0.00431929
internal_weight=0 2226.7 712.598 675.706 360.736 286.894 269.883 208.212 173.607 36.8926 34.6055 1514.1 1420.33 93.7749 1372.3 457.282 124.831 915.02 193.263 150.705 721.757 652.818 65.7347 71.6302 60.2032 587.083 68.9398 314.97 256.691 234.91 42.558 34.5543 10546.1 296.866 88.9416 207.924 57.7084 150.216 53.2004 42.6903 127.702 30.5364 122.225 106.199 58.2793 64.7572 48.0234 27.172 332.452 299.553 32.8993 73.8421 61.9975 282.837 65.6708 10249.2 227.702 168.593 44.0861 124.507 33.7654 23.9099 54.4198 32.0195 22.4003 61.6712 170.153 91.425 78.7279 10021.5 3235.22 6786.27 788.937 574.632 171.265 214.306 5997.33 918.116 869.355 378.101 130.569 124.452 3110.77 1213.76 1897.01 1850.56 1399.2 451.362 403.367 313.608 160.319 75.4219 84.897 5079.22 1300.8 191.263 1109.53 3778.42 145.931 3632.49 1146.76 1096.35 53.9868 107.082 93.7181 50.2433 66.9951 47.0352 40.6958 89.7592 491.254
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is_linear=0
shrinkage=0.0227381


Tree=818
num_leaves=112
num_cat=0
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split_gain=4.97595 7.39525 5.11185 4.60909 7.26113 7.62621 7.00608 7.28857 6.18504 10.5694 8.49174 9.31131 7.35159 7.97168 7.17286 7.11952 6.92874 6.92645 6.95865 6.83915 6.69079 9.81674 6.51322 6.33186 7.64052 8.88518 6.17859 6.15922 9.43691 5.85253 7.00296 7.1936 5.77331 5.77222 5.72466 5.42445 5.61519 5.39492 5.39019 5.31427 5.13531 6.06495 6.52243 6.30574 6.04441 8.13115 8.87595 7.18085 6.23113 6.29997 7.67701 6.59315 6.05212 5.73713 5.46729 5.42818 6.2577 4.7784 4.73938 8.19408 10.5176 6.56913 7.04209 6.35128 7.06397 6.77873 8.46921 8.1998 8.79332 7.47866 9.90633 8.40417 10.1407 7.96089 7.27298 7.26732 7.23909 8.83804 9.14423 9.01893 8.05933 9.24408 8.52957 7.20034 7.13253 6.32025 8.52444 6.39505 6.22325 10.0937 8.38843 7.89903 7.88113 7.52203 7.02623 10.2752 7.03582 6.4664 6.40994 6.20054 6.14337 5.94616 5.91644 5.81165 5.68141 5.62743 5.27771 5.12704 6.25167 4.77361 4.75344
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decision_type=8 10 2 10 2 2 8 10 10 10 8 10 2 8 10 10 2 2 8 8 2 2 10 10 2 2 2 2 10 8 10 10 8 2 2 2 8 8 2 10 2 8 8 2 2 8 10 10 8 10 8 2 10 2 2 2 8 10 8 10 10 10 8 8 2 8 10 8 2 2 2 8 10 2 2 10 10 2 2 2 2 8 8 2 8 8 10 2 2 10 10 10 10 2 2 10 10 10 8 2 8 2 8 2 10 2 10 2 8 8 2
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leaf_count=1079 335 121 433 1703 145 431 2223 175 94 589 185 423 969 167 679 211 3704 413 21528 1122 398 92 2917 208 1285 1858 110 285 1326 634 695 846 1316 1202 325 166 591 699 578 115 206 1945 423 962 132 801 131 419 1261 3493 3818 5182 93 1967 318 544 1381 232 336 627 439 181 589 321 365 90 1956 1753 939 241 22132 1109 16580 355 6647 6940 2810 1406 416 1969 103 1502 19272 213 891 3224 414 141 4666 1126 5402 2055 1168 1453 3718 1104 3372 82 286 407 521 2449 637 286 466 105 511 151 119 152 930
internal_value=0 0.00486581 -0.00308738 5.29785e-05 0.000612025 -0.000581591 -0.00523624 0.000406964 0.00127125 0.00211073 3.06398e-05 -0.00115643 0.00233594 0.00836644 0.00297394 -0.00410347 -0.0051983 0.00197404 0.00225024 -0.00602184 0.0112169 0.0139349 0.0025503 0.000658729 -0.00107037 0.0024472 0.00848979 0.00399189 0.00599965 0.00406969 0.00621132 0.0102495 0.0019143 -0.00398914 0.00510306 -0.000240261 0.00461071 -0.00476505 -0.00485673 0.0102965 -8.29781e-05 -0.00397304 0.00145453 -0.00349128 0.000356834 0.00370913 0.0110034 0.00115934 -0.000308979 -0.00122166 -0.00313871 0.000648315 0.0172278 0.00350449 -0.00752839 0.00267564 0.00394475 -0.00370642 -0.00028288 0.000710389 0.0116332 0.000503067 -0.00384067 -0.000593536 0.00741354 -0.00066051 0.00037503 0.00392502 0.000591126 -0.0012237 -0.000432765 -0.0024834 -0.00166154 -0.000581365 0.00204218 -0.00123612 -0.000205546 0.0030879 -0.00143216 0.00650416 -0.000822521 -0.00534397 -0.000226111 -0.000769257 0.00822611 -0.00608188 -0.00089822 -0.00841644 0.000918179 -0.000356277 0.000781255 0.00239045 -0.00161767 0.0031403 0.00133574 0.00508578 -0.000116011 -0.00528467 0.00736225 -0.00626561 0.00385277 -0.00647066 0.0192864 0.00115419 0.00917163 0.00996596 -0.00652194 0.00465771 0.0130112 0.00756923 -0.00945154
internal_weight=0 103.452 35.4389 12675.1 4754.33 1691.91 155.798 66.5094 3062.42 1822.9 1239.52 886.999 1798.11 91.0289 352.52 333.958 301.811 1707.08 1650.91 287.387 75.5575 63.0299 1588.44 553.04 367.983 167.503 25.3488 185.058 148.283 317.826 209.788 102.011 107.778 200.48 32.1468 108.037 52.6853 62.4677 55.3519 22.6208 1536.11 149.017 60.99 42.5532 1387.1 223.335 50.4628 172.872 1163.76 895.121 439.117 456.005 30.851 138.353 88.0273 268.641 233.301 36.7747 7920.77 1884.45 26.2743 1858.18 155.897 6036.31 42.2462 5994.07 2112.56 289.972 168.863 3881.51 2391.5 1490.01 1223.21 2374.84 470.673 1904.17 1822.59 282.127 123.593 158.534 1540.46 171.54 1368.92 1040.19 121.109 266.799 86.5446 180.254 1702.28 915.931 750.046 786.352 373.218 376.827 657.733 177.559 480.174 165.885 128.62 123.047 120.393 183.02 17.338 38.6095 113.365 110.06 155.882 32.8506 11.4616 22.3247 84.4371
internal_count=200810 1633 554 199177 72347 26350 2939 716 45997 27917 18080 12481 27328 802 5599 5662 5011 26526 25557 4826 657 490 24445 6819 4768 2281 285 2051 1611 4920 3491 1480 2011 2487 651 1429 685 1112 744 440 23411 3854 1591 1168 19557 3543 356 3187 16014 13754 7311 6443 225 2386 2263 2260 1925 440 126830 31630 1703 29927 2815 95200 701 94499 33733 4299 3213 60766 36315 24451 19563 36074 7002 29072 29434 6601 3226 3375 22833 1605 21228 16793 1086 4888 1523 3365 27112 14408 12689 12704 6570 6119 9897 2807 7090 1719 2807 1956 2274 2770 1076 619 2521 996 1637 859 270 333 1337
is_linear=0
shrinkage=0.0227381


Tree=819
num_leaves=112
num_cat=0
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split_gain=4.21111 6.05383 7.32928 7.41152 6.04276 11.2108 6.60857 5.98176 6.59813 7.88411 6.25537 5.6896 5.64337 5.52304 5.54428 5.2251 8.92051 6.67294 6.57407 8.57249 8.74828 8.081 7.51103 7.63083 9.70368 8.34781 7.10999 10.8396 6.66182 6.26791 6.13728 5.96169 8.38005 7.50124 6.6786 5.95567 5.87853 6.79195 8.71533 8.15343 5.43974 5.42403 5.36871 5.19253 5.33553 5.03125 4.98341 4.89168 4.78361 4.4956 4.45073 4.77596 4.43451 4.25962 7.79846 6.59776 9.34596 8.06498 7.63301 6.4668 6.21148 5.89978 7.00789 7.55903 6.64961 6.58584 6.82022 6.41067 5.81226 5.74713 5.59335 8.34369 6.82275 5.35101 5.57693 5.3866 5.68211 5.52584 5.2692 5.19973 4.98456 4.90144 6.43493 6.33887 4.86893 4.83274 4.61314 5.91839 4.3496 4.25139 6.53885 4.19562 4.82256 4.16147 4.41068 4.15194 4.1314 4.12419 4.07627 4.05917 3.88189 4.01404 3.81713 5.32022 3.59965 3.57397 3.33097 3.27246 3.26718 3.25973 3.16818
threshold=0.52786377708978338 -24557.499999999996 0.065350000000000005 0.049731442704796798 1.5000000000000002 -430.49999999999994 0.476548925022032 578912.26500000013 -1175.4999999999998 0.5504888821492423 -0.00042343948734924192 -1028.4999999999998 0.99999682524815858 1.5000000000000002 -0.036573918536305421 49387.500000000007 0.6132478632478634 1.5000000000000002 -2454.4999999999995 -0.0027779476949945088 -352.2596153846153 15.898417794083928 275.50000000000006 0.4844911383691633 35982.750000000007 202497.75000000003 5.7050187655736542 0.11199707507921704 -12096.499999999998 -8171.4999999999991 0.76702993007865949 0.022530795074999336 0.51432001595196375 0.021313870325684551 0.015149542297979801 -2222.4999999999995 0.88565000000000016 882.92587196216471 0.34475000000000006 0.025911672040820125 0.11270000000000001 -10385.499999999998 1015.5000000000001 0.086484138386647522 0.72825000000000017 40.500000000000007 0.27997080666884611 90002.250000000015 0.0022500000000000007 0.9695575864276621 4.5051334702258741 -0.0044114976190030566 0.93220122574055164 0.016086510382592682 0.011258929036557676 1.5000000000000002 0.48107042396265481 754.50000000000011 0.917966880456904 0.012329695746302606 -49.499999999999993 -0.036629648879170411 55537.500000000007 262680.68630639109 11.369395711500976 197.30952380952382 -1643.4999999999998 11580.367500000002 0.0049276079516857871 0.0096434999999999525 -0.05308390595018863 7.5000000000000009 0.073000000000000009 0.028400000000000005 567272.25000000012 4.5000000000000009 -0.01684680767357349 2.4999864418725157 -368.49999999999994 5.5000000000000009 -2568.4999999999995 -225.94999999999996 -919.85416666666663 -1.0000000180025095e-35 -0.010772398207336662 -0.0054624280892312518 -0.0090099768713116628 0.013928535860031845 0.022115578874945644 0.025253878906369213 950.50000000000011 34.500000000000007 0.18910000000000002 -0.024486807174980637 1.5999869630700678 16.500000000000004 229601.25000000003 10.095695970695973 20.500000000000004 -3098.4999999999995 12.840289855072465 -1.0000000180025095e-35 -0.0093684298917651159 8.0850368516200835 0.30901856763925734 0.021642492152750496 37726.875000000007 -2594.4999999999995 -0.012217227835208176 -0.0063954724464565507 -1492.4999999999998
decision_type=10 2 8 2 8 2 8 10 10 10 2 2 8 2 2 10 10 8 10 2 10 10 8 10 8 10 8 10 2 2 10 2 10 2 10 10 10 8 10 2 8 2 10 8 8 10 10 8 10 10 2 2 8 2 2 2 8 10 10 2 10 2 10 10 8 8 10 8 2 2 2 10 10 8 10 10 2 2 8 8 10 8 10 8 2 2 2 2 2 2 8 2 10 2 2 2 2 10 10 2 8 2 2 10 8 2 8 2 2 2 8
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internal_weight=0 40.668 12734.7 183.583 123.131 60.4521 12551.1 2365.05 321.216 251.956 2043.84 587.221 1456.62 73.1813 1383.44 681.21 702.226 533.956 220.441 628.966 52.2442 53.2646 224.134 178.448 77.0539 101.394 41.0338 475.253 249.972 225.282 32.1475 30.6564 58.7028 481.785 18.7417 10186 127.208 29.1462 98.0614 44.6253 53.436 97.4895 71.9632 38.7517 26.9999 10058.8 116.777 107.833 91.1929 81.9633 9942.06 549.01 402.36 270.302 146.65 105.624 132.058 41.0269 9393.05 3461.91 111.754 3350.15 5931.14 136.831 5794.31 26.4257 19.8017 33.4523 69.2598 11.4758 27.2499 16.668 57.7841 52.1553 45.0556 27.8219 45.6862 24.0634 26.1861 34.5229 33.8165 19.9511 9.22961 25.0587 10.3773 5.72185 19.718 13.8278 55.4393 24.7864 38.4954 21.6229
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is_linear=0
shrinkage=0.0227381


Tree=821
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split_gain=4.4981 8.48832 7.79004 6.84281 6.52112 12.0432 13.1311 10.4364 7.56448 7.48139 6.9021 6.32398 5.87425 6.59616 5.79274 7.67304 11.1024 7.20216 9.20623 7.1274 10.2921 7.12075 7.55105 6.87977 6.44799 6.81964 6.34172 6.33696 6.27674 7.97412 6.92999 5.59484 5.33707 5.5836 5.3222 5.31735 7.16292 7.16198 6.04916 5.2687 5.2141 5.20616 5.03099 4.95143 4.53576 4.51756 4.46185 4.44498 8.49681 3.89422 9.69737 8.43952 9.01926 8.35164 8.20814 8.5333 10.0749 9.96271 7.1795 9.25502 9.9596 7.74355 7.03916 9.70986 8.57655 6.75203 9.3956 8.55745 8.06043 7.42183 6.73716 9.62664 8.17593 7.64394 7.94569 7.60577 7.27906 6.57138 10.5183 9.04154 8.49464 8.03535 6.55283 6.53126 8.03319 6.47899 7.50451 6.53966 8.29419 6.46168 6.24143 6.19171 7.33366 6.53882 6.13433 6.13294 6.27667 5.92144 5.88035 6.49586 5.80184 6.20604 5.77338 5.74161 7.46064 8.24975 6.06436 8.30703 7.72722 7.05459 6.82633
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decision_type=10 10 2 10 2 2 2 8 10 10 2 8 8 10 2 10 8 10 10 10 2 8 2 10 2 2 2 2 2 8 2 2 8 8 2 2 8 10 8 8 8 2 10 8 10 2 10 10 10 10 10 10 8 10 10 8 2 2 2 10 2 2 2 10 2 10 2 8 10 2 10 10 2 2 10 10 8 10 2 8 8 8 2 8 8 8 10 2 10 8 8 10 8 10 8 2 8 2 10 2 8 10 2 8 8 10 8 8 8 2 2
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is_linear=0
shrinkage=0.0227381


Tree=822
num_leaves=112
num_cat=0
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split_gain=3.90828 3.57153 5.80827 10.6755 8.99716 9.243 8.89543 8.99862 8.40751 8.17224 7.32365 9.24862 9.6338 8.8236 8.41776 7.21033 7.37873 6.93984 9.36424 7.15571 8.36545 8.41218 9.65398 8.21514 6.86929 6.84783 6.66527 7.58842 6.63449 8.43672 7.53772 6.56798 6.97223 6.56369 7.6675 6.679 6.5169 6.48551 8.84294 7.01209 6.28204 6.86489 6.36995 5.9872 5.95698 6.18421 5.90526 5.70964 7.34541 6.62963 5.64531 5.449 8.90535 5.81692 6.82208 7.8156 6.29045 8.43925 11.4286 10.6642 8.33902 7.18983 6.79185 7.80704 7.09865 5.97733 7.45184 12.0705 7.62652 7.3149 6.99624 7.34922 6.55913 6.10364 8.49562 9.27192 7.6977 7.09976 6.73752 6.03181 7.23902 9.34554 6.3503 8.5727 8.25269 6.23826 6.20699 5.96305 8.89382 5.69151 5.63242 5.54302 5.40507 5.21813 5.75104 5.10753 5.10309 5.2627 4.83539 5.72251 4.82542 4.68775 4.68628 5.15045 4.63759 6.27583 4.48113 4.47409 4.40603 4.28867 4.23169
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decision_type=2 2 2 10 8 10 10 10 10 8 2 2 10 10 10 10 2 2 10 2 10 8 2 10 10 10 8 2 10 2 10 10 10 10 10 2 2 10 8 2 8 2 2 2 2 10 2 2 10 2 10 2 2 2 8 2 2 8 2 8 8 2 2 2 10 8 10 2 10 10 10 8 2 8 10 2 2 8 8 2 10 2 10 8 8 10 10 8 10 2 2 10 2 10 8 2 2 2 2 2 10 2 2 8 8 2 10 10 10 2 10
left_child=1 2 3 4 6 93 43 -8 33 17 11 -11 37 14 -12 24 -17 18 -4 20 31 23 -23 -22 -14 -7 27 -16 47 30 -30 36 -33 34 40 104 -19 38 -13 -39 41 -5 -42 95 -36 -46 -28 49 -49 -21 -31 52 106 65 55 102 57 58 59 -56 61 -59 63 -58 -65 79 73 68 72 -70 71 -69 -68 76 75 -75 77 -67 -76 100 82 86 83 -81 -84 -83 -82 88 -64 -78 -89 -60 -62 108 -95 107 -20 -98 99 -45 109 -10 -55 -104 -35 -106 -3 -1 -6 -53 -103
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leaf_count=553 641 327 1772 539 1413 378 1478 183 424 1342 800 2338 361 371 417 747 515 1265 138 3651 950 290 260 282 4183 678 767 1552 1929 352 1218 432 423 51 319 178 2116 3117 6154 3886 1089 2405 1019 289 410 332 629 1340 577 346 666 75 1197 382 1102 308 601 1233 1349 173 440 2693 2032 607 4138 19556 4545 227 4420 1932 365 969 490 2320 1312 5764 376 2526 65 480 1931 946 1385 1034 765 405 210 54732 180 3873 5227 1317 1049 59 376 203 105 287 1925 731 132 1301 112 102 259 128 113 156 448 1789 114
internal_value=0 0.00014698 0.000663914 -0.000656853 -0.0025025 -0.00614173 -0.000678747 -0.00568901 0.00172426 0.00116978 0.00261417 0.00176412 0.00219115 0.00627546 0.0045348 -0.00197593 0.00566682 0.000267255 -0.003322 0.000762276 0.00264198 -0.00255959 0.00530645 -0.00647152 -0.00402169 0.00218559 0.00660752 0.00985511 -0.000346767 0.00166586 0.00335731 0.00388045 0.00911203 0.0029812 0.00200917 0.0109714 0.00259451 0.0033831 0.00520186 0.000970082 0.00342046 0.00503597 -0.00214568 0.00120839 -0.00443078 0.000508855 0.000607574 -0.00185485 0.00117817 -0.00334625 -0.00352859 -0.000132528 0.00523604 -0.000195566 0.000326758 0.00497588 0.000165368 0.0023553 0.00618497 0.0131112 0.000415781 0.00243227 -0.000159904 0.00297923 0.00431525 -0.000896244 -0.000511399 0.00270207 0.000846147 0.0040018 0.012966 0.0172351 -0.0033254 -0.000906752 0.000990157 0.00192864 -0.00152219 -0.000912005 -0.00589482 -0.00319518 -0.00186505 -0.0053689 0.000747432 -0.0033829 0.00394879 0.00122768 -0.00948926 -0.000440109 -0.00390383 -0.00475582 -0.000196445 0.001731 -0.00479039 -0.00850493 0.000344243 0.00638621 0.00462957 -0.00027942 -0.000457828 0.00378912 -0.00806393 -0.00440235 0.000729185 0.00685684 0.0151516 0.0187176 0.0142916 0.00918774 -0.0101382 -0.00985964 -0.00697751
internal_weight=0 12766.2 4476.1 1238.9 697.678 226.114 471.564 124.282 541.218 3237.2 1238.62 1015.57 982.63 223.046 207.263 217.296 42.6685 1998.58 236.278 1762.3 649.534 123.146 39.8831 83.2627 174.627 50.1262 170.901 107.298 1112.77 476.265 361.57 526.388 93.5331 452.747 413.238 39.5098 432.855 765.334 430.736 334.598 342.264 265.908 76.3564 347.282 70.9738 48.1297 63.603 636.504 210.407 426.098 114.695 8290.07 88.0223 8202.05 4701.72 149.133 4552.58 581.811 189.268 67.5339 392.543 286.252 3970.77 318.605 280.155 3500.33 3007.4 323.969 282.242 160.887 41.7266 31.7324 121.355 2683.43 656.06 582.808 2027.37 1714.82 73.2514 492.93 396.501 165.484 231.017 100.659 130.358 65.9442 99.5394 3652.17 231.545 312.557 3420.62 121.734 106.291 175.988 28.4772 78.6186 52.3717 38.8132 268.664 85.1992 96.4292 88.4702 93.8253 31.7829 30.5878 23.8849 26.9124 61.4091 147.51 84.6607 69.5079
internal_count=200963 200322 63016 17438 8870 3352 5518 1661 8568 45578 27179 22643 21301 4536 4165 5806 1262 18399 2302 16097 6018 1782 550 1232 4544 1056 3365 1969 10079 4165 3147 4236 855 6729 6113 616 3381 15495 8492 7003 5052 2944 2108 3857 1061 742 1396 5914 1917 3997 1018 137306 1637 135669 77777 904 76873 9356 3941 1275 5415 3926 67517 5346 4745 57892 48740 12948 11387 6352 1561 1196 5035 35792 9461 8084 26331 22082 1377 9152 7156 3492 3664 1514 2150 1351 2141 62171 2212 4249 59959 2666 1489 2296 435 912 530 392 2945 1020 1996 1839 596 214 438 387 440 709 1861 1864 1415
is_linear=0
shrinkage=0.0227381


Tree=823
num_leaves=112
num_cat=0
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split_gain=4.59253 8.9795 9.3456 9.61389 7.463 8.32925 6.64608 8.34211 7.31085 6.72817 6.63783 6.0828 5.7567 6.04809 5.35052 5.27402 5.04925 5.25633 5.19428 4.88314 4.90775 4.86111 4.56445 6.51865 5.95309 6.06951 4.54006 4.3646 4.29382 4.03412 4.00097 3.90806 9.61064 10.0699 12.9271 9.70784 8.19882 7.87034 9.63895 8.44199 7.93275 7.8165 8.92864 7.36432 11.1289 8.62541 7.36165 7.27405 7.22394 7.30663 6.68792 6.63857 6.59146 6.24956 6.01318 6.14892 5.62001 5.52702 5.20187 5.19091 4.93958 4.72056 6.90042 10.3094 5.73872 5.20803 4.57435 6.25931 6.67134 8.17047 6.05351 5.65461 7.94155 6.93782 5.30053 7.3536 5.10633 5.10499 7.15832 7.79843 6.60168 7.78529 7.31491 6.43768 4.51826 5.71322 6.48434 4.59759 4.44821 4.39037 4.16963 4.1466 4.09936 3.86887 3.82847 3.82302 3.77086 5.3996 3.73603 3.73487 3.61629 3.98729 3.59588 3.57042 3.51427 3.48757 3.42334 3.36746 3.33475 3.32264 3.28875
threshold=-0.024945640005171296 3.5000000000000004 34580.250000000007 -0.013372752349823712 44111.250000000007 0.005293147638440133 0.24380914200208362 23524.607142857149 -2.4999999999999996 0.21955805701909434 -2703.4999999999995 -2623.4999999999995 -0.0085480236448347551 -222.49999999999997 0.0057500000000000008 0.015634490177035335 0.0088305822573602217 -1292.4999999999998 -210.49999999999997 -0.021328238770365712 0.063550000000000009 -11705.499999999998 -106.49999999999999 -0.0048377159982919684 0.099999404765463581 0.013107893988490106 -740.21111111111099 0.01022223522886634 -0.035163590684533112 -1057.4999999999998 -0.049365710467100136 -0.014596554450690745 -63.499999999999993 0.007197707425802947 0.9075819060047019 0.042809249833226211 0.41272265809433367 -93.499999999999986 0.1741476893258751 -0.023590101860463616 -0.022706720046699044 0.038994669914245612 0.011536166071891786 0.009922666475176813 -0.011765300761908291 -2362.4999999999995 217.80916699400299 -0.018855897709727284 -0.013516899198293684 0.068450000000000025 0.017805323004722599 -0.041941082105040543 1.0574366127469019 0.005906629143282772 0.038350000000000002 0.020208355970680717 -0.0032132244668900962 4050022.5000000005 0.61444431057761495 1.0661040852679877 -457.73214285714283 0.17562250047922137 -0.0066409423016011706 0.016469388268888 -0.013577498029917477 0.047150000000000004 52.500000000000007 0.028937858529388908 1.0566745624822425 -0.00028767455660272384 0.11525000000000001 0.0056165962014347324 1.5000000000000002 0.040285544617199277 0.3734355435228191 1841.3059789356985 2.5000000000000004 3.5000000000000004 0.098613282014156714 -0.0068255192600190631 269766.00000000006 0.0064567471854388723 360085.50000000006 1.0481499018045544 1.048694842690802 -352.2596153846153 87.500000000000014 0.47836376339570646 0.001331143837887794 0.2334716983349491 0.0013658108073286714 -0.0031727033201605077 -0.025448840111494061 -2381.4999999999995 0.2088593427824165 0.012488039676100017 0.27842377260981915 -0.0042969109490513793 1005229.8225000001 11.500000000000002 5.5000000000000009 115275.00000000001 -0.018669893033802506 0.39774890154077108 0.58767250823054573 27002.250000000004 -0.029920480214059349 -0.034567663446068757 -0.0013299577985890208 -0.011420617811381815 0.98235000000000017
decision_type=2 2 10 2 10 2 8 10 10 10 8 8 2 10 8 2 2 10 10 2 10 2 8 2 10 2 8 2 2 10 2 2 10 2 10 2 10 10 2 2 2 2 2 2 2 8 10 2 2 8 2 2 10 2 10 2 2 10 2 10 10 2 2 2 2 10 10 2 10 2 8 2 8 2 10 8 10 10 8 2 2 2 10 10 10 10 10 10 2 10 2 2 2 8 8 2 10 2 10 10 10 10 2 2 10 10 2 2 2 2 10
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internal_value=0 0.000726768 -0.00178649 -0.000443795 0.00235493 0.00691434 0.0104295 -0.00345162 0.00113468 0.00675336 0.0105891 0.015233 0.0195286 0.0229577 0.000942602 0.00489768 0.00807847 0.0111631 -0.00218204 0.00611628 -0.000128852 0.000201001 -0.00106655 -0.000440435 -4.38457e-05 0.00446135 0.00674637 0.00832068 -0.000555846 -0.00509799 0.0130473 -0.00325113 0.000837935 -7.61899e-05 -0.000586034 0.00226191 0.00431739 -0.000746844 0.00951666 -0.00174124 -0.000443857 0.00123348 0.00608105 0.00248822 0.0108343 -0.000313063 0.018097 0.00115864 0.00216916 -0.00402718 -0.002976 0.00372459 0.0213403 -0.000962164 0.00147586 -0.00147896 0.00268317 -0.000262809 0.00581747 0.00572241 0.00729213 -0.00320049 -0.00619314 -0.00217106 0.000831791 0.00588488 0.000947813 -0.00211333 0.00338049 0.00126772 0.00144602 0.00371263 0.0113702 0.00252022 0.00494771 0.0156593 0.000904046 0.000534592 0.00389722 6.09211e-05 -0.00445738 0.002527 -0.00642898 0.00545686 0.00721003 0.015304 -0.00121348 -0.000947867 -0.000691431 -0.00545609 -0.00811472 0.000498285 0.0017896 -0.00271299 0.00156634 0.00824645 -0.00114137 0.00846772 0.0108158 0.0137597 0.00258907 0.000670715 0.00487511 0.0108571 0.0132911 0.000436523 0.00428864 0.00639264 0.00850706 0.00014592 0.000891969
internal_weight=0 3565.24 493.788 401.333 208.858 93.3124 69.4443 192.474 3071.45 91.8169 65.1178 46.0679 36.3578 32.2004 2979.64 182.245 124.912 91.7021 57.333 23.5707 9242.27 6842.16 2400.11 1873.49 1754.49 172.275 148.267 139.989 1582.22 143.216 81.8758 526.621 58.1135 1439 1296.06 371.63 142.945 76.1426 66.8025 924.427 3673.58 864.386 202.972 164.243 61.6415 661.414 38.7294 519.435 469.664 91.4983 102.601 378.166 34.8342 2809.19 488.533 2320.66 434.828 224.789 70.4806 210.039 185.076 154.309 83.2292 457.145 197.457 79.0691 3168.59 295.243 87.1599 2873.34 2801.52 530.906 61.6429 469.263 280.369 47.1031 2270.61 2109.07 252.735 1856.34 208.083 45.2743 162.809 161.538 138.328 49.4735 2246.06 2147.14 2062.82 141.979 103.113 41.5461 38.8655 118.388 68.9907 21.9534 188.894 67.8457 59.3453 77.2024 31.7133 2797.39 138.606 62.7038 55.6821 2658.79 178.209 155.181 131.437 2480.58 1749.86
internal_count=201272 53277 7413 5545 2641 1177 936 2904 45864 3082 2152 1475 1194 1039 42782 3649 2578 1564 1071 375 147995 107252 40743 31305 29132 2900 2420 2238 26232 1873 1328 9438 910 24359 22165 6335 2194 1101 1093 15830 73766 17803 5084 3881 1538 12719 1203 10277 9815 2036 2343 7779 1052 55963 7712 48251 6677 3295 1443 3382 3011 1852 2057 7774 3231 1463 33486 3752 1065 29734 29054 5543 755 4788 2752 578 23511 21899 2313 19586 2687 595 2092 1612 1328 1250 46502 43891 41395 2442 1770 468 672 1768 1158 384 2036 1103 1034 1273 386 39133 1851 840 728 37282 2043 1793 1452 35239 25001
is_linear=0
shrinkage=0.0227381


Tree=825
num_leaves=84
num_cat=0
split_feature=86 179 204 208 143 122 98 206 185 26 154 206 188 214 178 120 204 187 15 18 179 6 130 18 5 170 210 218 57 209 91 130 187 122 182 205 8 118 8 92 179 228 207 208 158 171 155 8 153 1 224 179 228 224 145 194 208 141 195 136 219 152 210 220 141 171 145 227 124 79 228 127 208 207 133 229 218 121 145 122 135 61 152
split_gain=5.04464 4.92909 4.71768 7.24908 5.56679 7.1309 4.54747 4.38861 4.06513 5.26795 4.04728 3.63602 3.55475 4.4408 3.79786 3.47904 6.82323 5.47083 4.85897 5.71082 5.44152 4.51532 8.5075 9.17056 8.44243 7.38834 7.12477 6.88318 7.70779 7.87366 7.85404 5.86383 5.28959 5.23222 4.18892 3.9161 3.76626 7.6694 8.22983 8.22399 8.11251 7.61109 6.35217 6.11262 4.9014 5.23093 8.94961 5.50988 5.14633 5.46688 3.65445 4.63919 3.61587 3.43842 3.38589 3.37487 3.23158 3.22312 3.76093 3.89947 3.18272 3.12436 2.83642 2.79117 3.4558 2.63089 2.61694 2.44608 2.2119 2.0625 1.66927 1.65149 1.5013 1.35928 1.31756 1.28741 1.16642 1.03514 1.01837 0.78737 0.415106 0.162848 0.130736
threshold=0.42625000000000007 0.49551954757995276 -0.10439054295420645 -0.014241368044167755 -2697.4999999999995 0.054414098124188674 1.0000000180025095e-35 0.00040551363781560218 -24358.040999999994 3.5000000000000004 609500.25000000012 0.082473501563072218 0.95020661157024799 0.0074835468549281367 0.15831244778613202 11.74385501877075 0.055514225736260421 11.923467395548615 -22435.499999999996 -437.49999999999994 0.93688147438330005 1205673.7500000002 0.56682807924152356 -1537.4999999999998 144180.00000000003 22.839743589743595 -0.011356543283909558 -0.0028019199380651112 0.057350000000000005 0.0044990780297666797 5.5000000000000009 0.43476845691918176 5.0978917882942651 0.027498205169353602 -913.19090909090903 -0.086025375872850404 675490.50000000012 1.0000000180025095e-35 699750.00000000012 1.0000000180025095e-35 0.96955750274331598 -0.0038662861334159966 -0.026369101367890831 0.05955068767070771 43.145000000000003 34.500000000000007 190082.29125000004 630200.25000000012 135002.25000000003 1.0000000180025095e-35 0.012850603554397823 0.86325925927237768 -0.010771203786134718 0.020867028273642067 203.03025216930575 0.020067114093959736 -0.038686014711856835 0.040285544617199277 8.005050505050507 3.3442044132228745 -0.012440131045877932 176039.77500000002 -0.0032132244668900962 0.025049261748790744 0.044135537304481602 1.0000000180025095e-35 599.28872523162545 -0.012191874440759419 37.953456536618766 0.27710000000000007 -0.0078837028704583628 5489.2838519167435 -0.079340100288391099 0.061784259974956519 0.21199309786148221 0.0083711585029959696 -0.00039397562795784319 0.18566535388135727 377.60489699658439 0.09741734110711861 0.39428572034485126 0.060450000000000011 92586.460500000016
decision_type=10 8 2 2 10 10 2 2 8 2 10 2 10 2 10 2 2 10 2 2 8 2 8 2 2 8 2 2 10 2 10 10 10 10 10 2 8 10 8 10 8 2 2 2 10 10 8 10 10 2 2 8 2 2 8 10 2 2 8 10 2 10 2 2 2 8 8 2 2 8 2 2 2 2 8 2 2 10 10 10 8 10 10
left_child=2 76 3 7 60 12 53 10 9 66 -1 54 13 14 -6 21 18 68 20 50 -17 36 23 25 34 32 -27 33 30 -30 -29 -26 -23 65 -25 -35 44 38 39 -38 -40 42 -39 -43 45 47 -47 -10 -46 -50 52 -52 -20 57 -9 82 77 62 61 79 75 -59 -3 64 -56 -24 -4 78 -18 -61 -62 -69 -66 -14 -55 -5 -2 -11 -58 -60 -22 -73 -7
right_child=1 6 8 4 5 55 -8 11 15 56 -12 -13 73 -15 -16 16 17 -19 19 -21 80 22 27 24 31 26 -28 28 29 -31 -32 -33 -34 35 -36 -37 37 41 40 -41 -42 43 -44 -45 48 46 -48 -49 49 -51 51 -53 -54 74 63 -57 67 58 59 69 70 -63 -64 -65 72 -67 -68 71 -70 -71 -72 81 -74 -75 -76 -77 -78 -79 -80 -81 -82 -83 -84
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leaf_weight=6.0568525567650777 4.7277629161253572 4.9120482983998954 4.1446054289117429 4.9095571385696548 16.745351063553247 3.2677252590656307 5.2012167144566765 7.0337287965230635 6772.1992065401282 4.888671095017342 3.676421694457531 10.88866004347801 6.5142253115773183 10.200088117737321 6.3859605444595209 10.212714243214579 3.4505968075245601 4.624517793301492 24.935188949573785 9.5497784977778775 4.3172903764061603 12.734125749208031 5.6794395806500662 6.7768983431160477 55.257031284272671 117.44397259596735 216.73817316256464 79.721041996497661 14.569454804062842 25.128418780863285 6.7190288859419516 49.307093997485936 36.735297441482544 7.2384529486298552 11.973683428019283 58.839910618029535 188.88701163441874 37.208378180861473 750.02845650725067 22.944244510028511 411.70369009673595 151.83458009944297 78.638399079442024 13.191029638051985 12.297486417926846 1733.9322076393291 500.80288589000702 839.67313484009355 60.945284537505358 34.670709977392107 8.7222889927215892 11.61540206056088 89.885812853462994 4.6192273912020001 6.6348301814869037 3.7377294842153779 3.1217515314929143 3.7298580703791213 37.261136203305796 3.6976115801371625 4.7040882157161876 5.0101510626263916 5.3168315140064788 5.4896377809345713 5.2751856809481898 2.3498104013269776 5.1655408982187518 2.961118668317801 5.1313088680617511 3.0420161783695221 14.958262815140184 21.501421345397834 42.023645442444838 3.9956370741128922 4.5825954498723158 4.9255897616967559 4.6796548804268223 3.4550557450857013 4.705342625733465 3.3705998465884468 4.990724286995829 3.96092460094951 9.7375069074332696
leaf_count=131 72 108 91 84 223 84 138 107 96208 131 111 147 122 143 85 157 79 128 446 118 79 192 285 100 561 1856 3196 3326 655 1102 220 947 524 373 129 2312 4027 563 12354 360 9162 3246 1982 299 101 27173 6924 12136 471 257 103 203 1654 113 103 65 91 80 881 112 79 117 127 105 81 151 156 79 127 109 276 562 788 93 62 81 92 72 128 114 107 138 222
internal_value=0 -0.00493357 0.000225876 -0.0033717 0.00115496 0.00491308 -0.00680691 -0.00773746 0.000278946 -0.00550654 0.00400213 -0.00946746 0.00927435 0.0122651 0.0164633 0.000307678 -0.00277949 0.00943642 -0.00418248 -0.00562275 0.00494866 0.000354063 0.00210695 0.00365697 -0.00165076 0.0053618 0.00655696 -0.00180622 0.00144673 0.00877227 -0.00240679 -0.00429667 -0.00248724 -0.00691787 0.00981601 -0.00900613 0.000245797 -0.000756217 -4.70554e-05 -0.00407712 0.000712341 -0.00411983 0.000367324 -0.007132 0.00041284 0.000357655 -0.000607934 0.000641505 0.00505017 0.00684591 -0.00690623 0.00146636 -0.00838811 -0.0083414 -0.0112685 -0.00577863 -0.0085799 -0.010006 -0.0118904 -0.0140667 -0.00593035 0.00103109 0.00104045 -0.0128489 -0.0142264 0.00603766 0.00626558 -0.0110664 0.0160145 0.000979385 -0.00997957 -0.013509 -0.0160713 -0.0014613 0.00269537 0.00304355 0.00671714 0.00235649 0.000231712 -0.0162977 0.0130151 -0.0149409 -0.0100561
internal_weight=0 90.1507 12724.7 177.161 90.0817 60.5842 80.7433 87.079 12547.5 53.9044 9.73327 77.3457 43.8413 33.3314 23.1313 12493.6 177.436 13.2064 164.229 144.708 19.5207 12316.2 707.212 506.966 123.315 383.652 334.182 200.246 126.138 39.6979 86.4401 104.564 49.4694 74.1076 18.7506 66.0784 11609 1654.44 1373.56 211.831 1161.73 280.872 115.847 165.026 9954.52 9846.61 2234.74 7611.87 107.913 95.616 135.159 20.3377 114.821 75.5421 66.457 16.743 44.5943 66.3403 56.1114 47.3714 29.4975 8.74001 10.2289 59.4233 53.9337 8.02925 9.31015 36.2506 8.58191 6.73963 19.6624 28.4235 47.2988 10.5099 9.20182 9.83515 9.40742 8.34373 7.82709 40.6317 9.30801 25.4623 13.0052
internal_count=201096 2125 198971 3130 1557 1037 1961 1573 195841 1448 242 1331 666 451 308 194393 3201 334 2867 2524 343 191192 15929 7505 1737 5768 5052 8424 5303 1757 3546 1508 716 3121 229 2685 175263 31993 25903 4387 21516 6090 2545 3545 143270 142441 34097 108344 829 728 2406 306 2100 1823 1184 371 1201 1648 1413 1216 520 197 235 1077 972 436 247 998 206 221 355 779 869 215 175 165 164 203 219 995 186 700 306
is_linear=0
shrinkage=0.0227381


Tree=826
num_leaves=112
num_cat=0
split_feature=211 145 133 179 151 222 195 208 93 222 202 216 70 209 86 179 49 132 179 141 220 222 183 183 217 179 210 195 178 180 227 208 188 52 121 215 161 220 214 179 152 204 14 133 219 135 179 179 210 188 189 93 189 210 195 222 169 145 178 151 41 184 79 194 142 180 187 206 143 219 233 180 215 229 156 233 152 39 93 141 18 181 127 213 233 217 209 58 14 220 180 124 216 41 213 187 175 57 11 123 183 26 141 152 219 127 123 179 209 80 179
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leaf_count=1359 179 4218 494 1604 882 235 625 1442 145 85 215 272 336 394 631 77 254 319 205 587 807 6758 143 1207 69 121 398 107 136 119 431 535 530 7275 4969 325 8938 1607 77 436 218 3394 535 82 187 247 1323 171 232 1191 463 164 192 237 92 297 3055 227 5545 221 5529 481 1113 163 383 301 618 2301 10242 309 4336 362 486 216 102 156 2711 5791 1276 1410 66602 3603 1395 2273 1005 4732 4071 102 1639 1100 236 1057 308 384 213 126 194 810 981 216 142 320 657 334 1489 330 314 327 91 129 102
internal_value=0 -9.24632e-05 -0.00583841 0.000789515 -0.00258177 0.00109267 -0.0022714 -0.00558988 -0.00181356 0.00144369 0.00391928 0.00659835 0.0109764 0.00101016 0.00307188 0.00361245 0.000270743 -0.00783619 -0.00104941 0.00269742 -0.00589711 0.00392497 -0.0075932 -0.00182025 0.00470301 0.00279293 0.0067523 0.0113441 2.80662e-05 0.00626227 0.0103258 0.00441041 0.00321985 0.000818976 0.000407778 0.0051128 -0.000789394 0.00727268 -0.00375043 0.000435005 0.0149147 0.00257282 0.00746508 0.011199 0.00976179 0.00194746 -0.0020812 0.00598024 0.0200595 -0.00325887 0.00304898 0.0107767 -0.00266337 0.0109048 -0.00906665 -0.00293736 -0.00471591 0.0129049 -3.34713e-05 -0.00109748 -0.00322341 0.000260298 0.00260038 0.00377597 0.0045239 2.49362e-05 -0.00198132 -0.00316597 -0.00393306 0.00646925 0.00692949 0.00299643 -0.000141548 0.000191108 0.00785571 0.0117082 0.000328074 0.00249594 -0.00114252 0.00496625 6.67948e-05 -0.00270644 0.00030731 -0.000141738 0.00142021 -0.00173238 0.0012185 -0.00737107 0.00500312 -0.00618296 0.00221594 -0.0022088 0.0057858 -0.00757278 0.00504347 0.00769974 0.0108229 0.013661 -0.0123678 -0.000400596 0.008797 0.0182633 -0.00262461 0.0127139 0.0142811 -0.0061993 0.0126404 -0.00324387 -0.0060462 -0.00402356 0.00666394
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is_linear=0
shrinkage=0.0227381


Tree=827
num_leaves=76
num_cat=0
split_feature=122 122 134 155 150 211 122 122 202 204 128 184 127 71 221 221 192 229 42 232 14 7 223 191 120 210 219 60 119 202 88 150 217 177 161 156 214 133 217 45 128 212 141 204 128 184 207 145 134 128 221 223 132 161 229 177 133 212 189 121 16 144 128 217 144 144 211 230 135 223 51 46 191 207 70
split_gain=4.79674 9.00609 8.91017 7.516 6.8844 5.09057 4.80864 7.94914 10.4138 8.66508 8.56022 6.64375 6.54898 9.76867 6.31782 4.94562 4.74649 4.58348 4.40931 4.10746 3.95168 4.07702 5.81002 7.756 10.109 7.65679 5.28053 5.32625 8.77386 6.59851 5.21437 4.80775 4.04571 3.60561 3.55382 3.28842 3.23349 3.20821 3.11305 3.02334 3.01467 2.98427 2.97921 2.94797 2.87615 2.84204 2.79272 2.67338 2.63745 2.60541 2.57464 2.5728 2.40382 2.3088 2.22901 2.2122 2.18176 1.90538 1.73107 1.60646 1.43604 1.41314 1.31727 1.19532 1.18323 1.16158 1.06086 0.930994 0.901557 0.818661 0.770656 0.467239 0.419687 0.338875 0.213505
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decision_type=10 10 8 8 10 2 10 10 2 2 10 10 2 8 2 2 8 2 8 2 2 10 2 8 2 2 2 8 8 2 2 10 2 8 8 10 2 8 2 10 10 2 2 2 10 10 2 10 8 10 2 2 10 8 2 10 8 2 8 10 2 10 10 2 10 8 2 2 10 2 10 10 8 2 8
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is_linear=0
shrinkage=0.0227381


Tree=830
num_leaves=60
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internal_weight=0 12736.3 173.01 122.226 93.0791 29.1473 12563.2 49.5848 38.8608 15.4979 23.3629 12513.7 156.758 12356.9 12289.6 120.788 105.74 67.3486 34.7559 54.8376 122.138 95.6098 26.5277 50.9029 12168.8 1155.89 1043.63 112.262 11012.9 2904.03 8108.85 50.7835 29.3988 73.292 21.3846 14.4847 37.8296 58.8073 50.953 54.3438 28.2552 19.7871 30.7492 23.0182 9.70704 13.9814 34.6209 19.5599 26.0886 14.1341 26.3728 41.266 7.00171 13.3111 9.58737 32.5927 21.2881 46.1942 8.9608
internal_count=201181 200565 3110 2052 1599 453 197455 729 609 276 333 196726 1141 195585 195041 651 564 544 247 290 918 656 262 274 194390 23852 18847 5005 170538 48773 121765 1058 528 1227 530 201 616 1026 917 375 178 372 570 419 183 268 223 274 197 371 475 281 174 236 179 297 410 845 173
is_linear=0
shrinkage=0.0227381


Tree=831
num_leaves=112
num_cat=0
split_feature=14 177 186 199 7 130 145 40 55 186 31 65 226 214 157 218 220 213 229 141 209 214 232 43 150 178 144 127 189 231 5 16 212 39 224 162 5 153 170 5 181 202 41 220 184 144 40 126 204 156 183 43 224 183 142 187 206 43 127 16 213 134 220 203 72 153 199 83 184 44 183 184 8 219 117 219 177 39 206 223 205 7 69 189 183 220 223 161 7 41 126 41 205 150 194 206 207 43 196 218 212 226 141 157 189 83 196 134 218 186 210
split_gain=4.31705 3.95596 6.60466 7.10122 6.98309 7.19667 6.91384 8.91331 8.42176 7.29875 6.79218 6.65978 7.13267 8.38293 6.83582 6.62239 6.97221 5.88745 6.95624 5.84213 5.75255 10.3529 6.61482 6.28992 6.10186 5.64497 5.4903 5.44734 5.33243 5.2399 5.08923 4.88636 4.88517 4.51674 4.4293 4.03274 4.46974 4.03496 4.00697 3.8974 8.8144 11.6215 8.62312 8.0844 7.48774 9.93246 8.40705 8.56291 8.22717 8.09252 7.27754 7.11344 7.11197 8.11114 7.11758 7.05136 7.00455 6.74503 6.69104 6.4781 6.28479 8.13224 6.89697 6.24036 5.97917 5.88344 5.76853 7.22875 5.83056 5.442 9.98901 5.28297 4.85866 6.25758 6.53544 6.25638 7.6224 4.70823 4.4687 4.74265 4.38388 4.37679 6.58102 4.98516 4.92411 4.71424 6.04489 9.33563 6.96209 4.99899 9.42254 6.29866 4.34845 5.69625 4.27872 3.99978 3.84494 3.83759 3.7402 3.72893 5.72148 4.91754 3.64513 3.63204 3.51314 3.2992 3.44859 3.29432 3.24751 3.23987 3.1673
threshold=0.0013750000000000001 0.30901856763925734 6961.2975000000015 176213.24156250004 24250.500000000004 0.26289317045434951 44.747439405326155 0.47568246493323502 0.0016500000000000002 27046.800000000007 9.5000000000000018 0.085950000000000013 -0.0018511325470171867 0.0019391922396607699 245862.51750000005 -0.011717110406607388 0.0037401349982246761 0.026767508126795295 0.020174483768641952 0.078419861092429488 -0.0091512738727033121 0.016961570829153064 0.0021924184402450923 0.043450000000000009 -1939.4999999999998 0.39736842105263165 -69.499999999999986 15607.148863779103 0.12771867612293145 -0.00089462287724018086 169456.50000000003 -625.49999999999989 0.019077602773904804 0.46886729449667675 -0.015219999011605976 0.91526448019198936 123878.25000000001 710741.25000000012 26.541958041958047 108225.00000000001 152944.87500000003 -0.075872570276260362 0.67144732139725705 -0.017505563795566555 128599.96500000001 -413.49999999999994 0.73410895948343102 0.29061179642291446 -0.032660394906997674 23279.557500000006 -2167.4999999999995 0.046450000000000005 0.001765197317581624 -2506.4999999999995 -1036.9583333333333 13.139211886304912 -0.031781479716300957 0.080450000000000008 6891.1170097471577 -1776.4999999999998 0.022959272377192978 0.016703591396158207 -0.0063924551941454402 -0.076308380812406526 0.97985000000000011 540002.25000000012 104537.41633928573 0.0045500000000000011 142765.20000000004 0.99775000000000014 -779.49999999999989 155488.16250000003 113112.00000000001 -0.011807384900748728 1.0000000180025095e-35 0.0090299258008599299 0.48331479421579543 0.58323600897200256 -0.0016726788016967473 0.014353151898831131 0.06380143761634828 63470.250000000007 0.026850000000000002 0.08896499238964993 -1492.4999999999998 -0.023459324613213536 -0.019048723392188546 0.28802081967707954 31650.750000000004 0.53975857851166265 0.40982714479423965 0.5217974581655247 -0.0012809511972591279 -1375.4999999999998 0.014981483559645384 -0.059898329898715012 0.020932822488248352 0.12215000000000002 0.24245463517334639 0.012380152009427549 0.0022966332035139207 -0.02411262039095163 0.2121677240904474 487716.09750000009 0.15318947980238304 0.0068500000000000011 0.28557878000292619 0.37034203511393887 -0.0016043881769292054 10389.600000000002 0.023819719441235069
decision_type=2 8 8 10 10 10 10 10 8 8 2 8 2 2 8 2 2 2 2 2 2 2 2 10 10 10 10 2 10 2 2 2 2 10 2 8 2 10 8 2 8 2 10 2 8 10 8 2 2 8 8 8 2 10 10 8 2 8 2 2 2 10 2 2 10 10 8 8 8 10 8 10 8 2 8 2 10 8 2 2 2 8 8 8 10 2 2 8 10 10 2 10 2 10 8 2 2 10 10 2 2 2 2 8 10 10 10 8 2 10 2
left_child=98 2 3 4 5 10 7 28 9 27 -2 26 13 25 -15 19 -17 18 33 -14 22 34 24 -24 -7 -13 35 -8 -4 -19 -23 -5 -9 38 -22 37 -37 -6 -10 40 44 42 51 59 46 97 47 60 49 -47 55 -42 54 -54 -49 57 109 -45 -48 -43 62 -62 -3 96 -60 -65 68 -68 -50 72 110 -51 73 78 75 76 -75 -61 79 -41 -58 85 -83 84 -84 86 88 -88 -74 91 -91 -87 93 -72 -80 -85 -52 99 -1 101 -101 -46 -77 -94 -57 106 -76 -35 -79 -53 -71
right_child=1 39 6 31 11 20 8 32 17 -11 -12 12 15 14 -16 16 -18 29 -20 -21 21 30 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 107 -36 36 -38 -39 -40 69 41 43 -44 50 45 48 58 52 66 71 63 56 53 -55 -56 104 80 -59 64 77 61 -63 -64 65 -66 -67 67 -69 -70 70 92 -73 81 74 105 102 -78 108 94 -81 -82 82 83 95 -86 89 87 -89 -90 90 -92 -93 103 -95 -96 -97 -98 -99 -100 100 -102 -103 -104 -105 -106 -107 -108 -109 -110 -111 -112
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leaf_count=489 136 4322 131 234 339 309 271 366 304 180 358 365 115 164 259 750 361 140 75 415 224 351 524 234 552 411 125 112 211 154 136 86 124 216 1128 64 461 257 976 444 150 110 500 415 84 171 700 914 106 430 772 219 292 800 492 421 733 1493 431 79 1625 808 16427 4566 196 1119 198 696 218 1092 142 268 1070 124 356 180 763 134 539 168 284 1440 598 113 686 72090 5680 4113 662 46497 3207 3087 240 150 143 731 267 163 70 461 203 1483 306 192 58 113 70 197 175 93 312
internal_value=0 0.000181462 -0.00109162 9.62874e-05 -0.000468436 -0.00271745 -0.00359177 0.00129342 -0.00553409 0.00220844 -0.00798538 0.0016647 0.0034766 -0.000851011 0.00645639 0.00642981 0.00937059 -0.0075743 -0.00906044 -0.00034954 -0.000758718 -0.00388597 0.00258642 0.00723955 -0.0024794 -0.00533834 -0.0031083 0.00693318 0.00665858 0.00164208 0.00514386 0.00828084 -0.00580396 -0.0101104 -0.00768544 -0.00542794 -0.00927309 0.000248628 -0.0117614 0.000307245 -0.00044459 0.00167149 0.00880392 0.000529967 -0.00123034 -0.00472184 -0.000670891 -0.0009284 -0.000402712 0.00607879 -0.000155446 0.0117985 0.00451223 0.00965064 -0.000605703 0.0041698 0.013784 0.0014108 0.00892473 0.00988822 -0.00140318 0.00283235 -0.00188691 -0.00155198 0.0150682 -0.000684832 -0.00461972 -0.00786147 0.00424353 0.000537769 -0.00460387 0.00066582 0.000598786 0.00432689 0.007543 0.0109109 0.0150185 0.0136634 -0.00121041 0.00426016 0.0170055 0.000521591 -0.00385732 0.000567086 0.00542801 0.000580979 -0.00120857 -0.000175554 -0.00554281 0.000740342 0.00176673 0.000417878 0.00426664 0.0106676 -0.00643837 -0.00558247 -0.00960408 -0.00908436 -0.00691414 -0.0100401 -0.00305641 -0.0125485 0.000960315 -0.0027263 0.013239 -0.00105175 -0.00496604 -0.00155261 0.0174456 -0.000251783 -0.00975069
internal_weight=0 12746 1140.16 778.521 735.854 357.053 361.636 103.696 257.94 53.6455 89.6049 378.801 276.264 114.539 42.1406 161.726 110.504 204.295 176.052 51.2212 267.448 137.508 129.94 65.806 64.1338 72.3983 102.537 39.8096 59.3579 28.2423 39.8222 42.667 44.3384 167.798 97.6855 86.0135 48.0314 37.9821 137.962 11605.9 2721.6 734.319 93.3475 640.972 1987.28 265.613 1721.66 1684.23 138.191 52.9735 605.108 76.7638 129.309 60.726 68.5834 143.522 70.6764 117.664 37.4308 35.8638 1554.92 155.1 1399.82 461.586 22.2457 425.133 85.2174 63.108 22.1093 8884.27 96.6858 43.6657 8787.59 168.662 104.724 73.5762 48.9778 29.8929 63.9379 32.0214 56.0033 8618.93 107.969 68.9078 39.0502 8510.96 691.31 565.483 125.827 7819.65 1860.2 5959.45 36.0402 16.4578 31.9165 29.8575 36.4527 127.422 35.8918 120.29 36.8289 83.4614 24.5984 19.5823 25.8581 31.1474 24.1875 29.8361 22.894 14.6731 60.6456
internal_count=200758 200199 11815 8358 8038 3952 3457 832 2625 563 494 4086 2840 1199 423 1641 1111 2062 1768 530 3458 1839 1619 758 861 776 1246 383 342 294 487 320 490 1693 1352 1121 525 596 1280 188384 43076 11588 1979 9609 31488 4481 27007 25680 2087 869 9111 1479 2498 1092 1406 2387 1329 1908 1327 498 23182 2433 20749 6724 627 5685 1218 894 324 145308 2128 698 143180 3206 1912 1373 887 388 1294 612 1017 139974 3568 2128 1284 136406 11525 9793 1732 124881 49704 75177 724 292 682 844 1039 2394 559 2231 664 1567 486 432 479 539 426 413 309 312 1404
is_linear=0
shrinkage=0.0227381


Tree=832
num_leaves=112
num_cat=0
split_feature=220 213 205 41 150 216 40 219 196 213 221 209 40 189 227 205 225 154 150 133 206 191 190 200 40 189 228 231 231 208 26 220 53 207 174 145 170 228 83 188 189 122 122 202 145 127 142 79 188 209 213 12 120 230 28 208 209 150 210 132 18 224 145 155 211 221 201 177 225 180 131 154 200 219 232 210 210 227 216 208 225 130 207 120 132 132 76 152 120 180 213 72 208 181 53 207 123 129 219 73 232 194 145 79 209 41 152 225 205 17 174
split_gain=4.63218 8.63345 6.61248 6.36178 8.29448 7.05835 6.57752 6.95028 6.54571 6.4093 10.0255 6.30606 6.05121 7.33983 6.83654 6.01545 5.81995 5.59568 5.46152 5.35823 5.59465 5.80392 5.25614 7.7637 7.56549 11.1615 8.93362 8.12969 11.1424 8.62469 7.83497 9.42274 7.27677 8.38672 7.20612 7.06526 7.05152 7.00262 6.74953 6.72896 6.65281 6.65095 6.29791 7.91273 10.6715 9.47803 9.41196 7.24821 7.24172 6.81185 6.73271 6.6787 6.65514 7.6164 7.09957 6.2905 7.06222 8.42047 7.59846 7.37237 7.13731 6.7408 6.24816 6.15513 6.08125 6.04102 5.9814 5.95943 5.94635 5.88987 5.59607 5.58958 5.58616 5.42004 5.42014 5.24278 6.29249 5.23414 5.26861 5.22246 7.104 8.37414 6.85349 5.286 12.406 5.84624 7.5461 5.40911 5.2058 7.99273 10.9158 8.33831 5.171 6.21085 5.1559 5.1403 5.00915 4.97744 6.18359 5.15279 4.96369 4.8985 4.89359 4.87889 4.87606 4.77655 4.67387 7.40785 4.60906 5.98636 5.2078
threshold=0.0228570681065321 -0.028453133068978783 0.027781221084296707 0.34496990492100627 -1185.4999999999998 0.010714720003306867 0.50481533622244101 0.014221824239939453 0.73102934400316044 0.0044780955649912366 0.00036380627716425812 -0.010733326431363819 0.46378980182016155 0.037152058891189332 -1.0000000180025095e-35 -0.028462429530918595 -0.013142936397343872 582783.14250000007 -2064.4999999999995 0.11901940464718098 -0.026643354445695874 6.5000000000000009 50.500000000000007 31.500000000000004 0.52419312355797543 0.08896499238964993 0.0080669415183365362 0.0022895541042089467 -0.013717397581785916 -0.044098880141973489 16.500000000000004 0.0055745858699083337 0.23485000000000003 -0.071188002824783311 4.5000000000000009 837.95223610862433 20.026315789473689 0.018742224201560024 0.019150000000000004 0.97883538633818601 0.58380149812734095 0.029347565758585076 0.033215599821275234 0.1471403241157532 501.63560158579929 11358.929672427588 -748.94444444444434 0.038550000000000008 0.37294861447403826 0.0012298799701966347 0.035530503839254386 1.5000000000000002 2.4999864418725157 -0.0013559303479269145 1.5000000000000002 0.055398805066943176 0.0018335974309593441 -264.49999999999994 -0.014620285015553234 0.01688009023363132 -4153.4999999999991 0.0056338829454034576 176.93933034394828 375487.77750000003 -0.031242195516824719 0.0053223168943077334 0.019704911667637357 0.7958333333333335 0.005151518853381277 11037.164464285715 0.13094841172443952 590597.21250000002 8.5000000000000018 -0.019296737387776371 -0.016986454837024208 -0.015833899378776547 -0.025737073272466656 0.0026902224635705356 0.020778133533895019 -0.079340100288391099 0.0020584696903824811 0.60512283481388918 0.018530869856476787 11.413072764540514 0.18633480058590882 0.29141867824409257 0.23275000000000004 88514.210250000018 8.2513640431084116 13146.569250000002 0.025415048934519294 0.98335000000000006 0.034976772964000709 51813.450000000004 0.072650000000000006 -0.055010206997394555 0.86325762106398929 0.53571428571428581 0.0031715101795271043 0.61425000000000007 -0.0057668902445584527 0.043614130434782614 769.36102583870445 0.016250000000000004 -0.065324436873197542 0.20618839652044621 543764.62500000012 -0.0032937122741714116 -0.0074766040779650203 -9212.4999999999982 4.5000000000000009
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internal_value=0 -0.00362842 0.00151629 0.00589902 6.4805e-05 0.00513081 0.00911516 0.0152403 -0.00279538 2.5265e-05 0.00116831 0.00163685 -0.000281166 -0.00126093 0.00301656 0.00382148 0.00225332 0.00705226 0.00755763 -0.00310476 -0.00193014 0.000364771 0.011776 0.0153237 0.00031802 0.00798396 0.00951583 -0.0043702 0.00102588 0.011666 -0.00319306 -0.00898126 -0.00495212 0.00416873 0.00869959 0.0200483 -0.0104415 -0.00741306 0.0075075 0.0114401 -0.0109697 -0.000136453 0.00144233 0.00596308 0.000441111 0.00222765 0.00650256 0.00902834 -0.000303919 -0.00617652 0.00925358 0.0111905 -0.00298155 -0.00387315 -0.00411666 -0.00567717 0.0135598 -0.000255248 0.00247457 0.000560548 0.00208543 0.00882098 0.0136118 0.00473801 -0.00338411 0.00180973 -0.00035101 -0.00107483 0.000929352 0.00205886 -0.00437505 -0.00158965 -0.0012338 4.65448e-06 -0.00624712 7.89102e-05 -0.00165747 0.000331704 -0.00588989 0.00575519 0.00451827 -0.00522059 0.0178724 -0.0030825 -0.0079144 -0.0126683 -0.00688574 -0.00197601 0.000555981 -0.002607 -0.0141649 -0.00547716 -0.00776049 -0.00818672 -0.0128939 0.0148138 -0.00477234 -0.00516681 0.0136638 -0.00447847 -0.00937259 0.00325284 -0.0027624 0.00348316 -0.0144593 -0.0102632 -0.00842241 0.00596743 -0.010966 -0.00946326 0.002022
internal_weight=0 154.846 92.0338 57.405 12602.9 89.0276 58.3879 37.4417 30.6397 12513.9 1544.4 1429.52 600.951 540.598 828.573 735.138 543.599 149.686 60.3528 93.4345 520.945 300.388 45.8079 37.8926 393.913 191.539 168.099 114.875 56.0118 19.6531 43.7873 58.8632 220.557 37.6469 25.1401 28.1456 62.8126 33.2979 10.4894 31.4112 54.3886 10969.5 760.923 130.24 630.683 416.359 149.842 124.908 266.516 66.1626 97.9746 87.271 214.324 32.2655 200.39 172.213 74.7956 10208.6 338.74 267.441 227.122 71.299 41.6139 153.722 73.4 200.354 9869.82 3246.16 662.017 550.134 111.883 2584.14 2396.87 6623.65 69.3579 6554.3 826.875 5727.42 187.275 19.0403 28.1765 24.9346 33.175 20.9462 55.7876 53.1716 40.3195 25.9939 29.6851 23.4402 49.8453 34.6288 14.6073 22.5971 48.7578 24.6764 12.5068 14.5449 6.80454 20.371 35.4008 11.3505 7.22854 8.82237 44.7475 46.9653 14.3965 13.0454 50.3176 23.2783 9.64101
internal_count=200738 3175 1673 979 197563 1627 1111 708 516 195936 32684 29501 15854 14373 13647 11476 8376 2229 1481 2171 13816 7882 1040 867 6147 3100 2689 3183 1714 557 1353 1469 5934 865 548 526 1502 1035 318 504 1365 163252 13094 1677 11417 7409 2219 1727 5190 1318 1221 1078 4008 456 3914 3345 896 150158 6612 5115 4197 1497 744 3467 730 3872 143546 41982 9399 6962 2437 32583 29667 101564 1316 100248 10018 90230 2916 343 569 492 568 403 1306 1302 918 475 753 411 1253 694 309 432 1224 380 317 441 198 513 855 201 274 244 1153 1062 314 178 973 493 200
is_linear=0
shrinkage=0.0227381


Tree=835
num_leaves=73
num_cat=0
split_feature=70 229 216 145 193 209 17 177 40 177 180 215 217 180 206 183 180 17 83 226 119 202 30 211 232 151 195 195 73 219 223 17 52 223 190 28 144 199 188 12 198 204 81 152 34 229 191 218 232 15 38 198 204 204 55 217 14 135 221 199 233 232 151 205 188 198 8 5 215 145 122 142
split_gain=3.8023 6.8044 4.49302 5.81151 3.66078 6.51384 4.22575 3.59521 3.57291 4.85605 5.75642 4.56399 3.96026 3.82298 7.8963 7.33139 6.72196 7.14451 6.38064 6.25777 6.31106 5.82314 5.52686 4.52713 4.92793 4.36041 3.64114 12.8046 8.29099 7.13614 7.87487 9.81247 7.19651 8.11386 7.5351 6.98002 6.76719 7.10393 6.17308 4.78942 7.89637 8.33482 7.71371 6.446 6.03889 6.84029 6.57451 5.45707 10.5072 7.83537 6.15962 6.15343 5.8016 5.15866 4.4202 3.53643 3.40424 3.31827 3.25332 3.11147 4.3392 3.07671 4.69469 2.85421 2.7938 2.30446 2.21922 2.19616 2.07265 1.02347 0.656685 0.35299
threshold=0.0033500000000000001 -0.012962365988641976 -0.0037455018609762187 595.38432965591551 1696.5000000000002 0.013434831053018572 -6700.4999999999991 0.37668918918918926 0.0092724757680630026 0.72902097902097907 19149.781500000005 -0.01070672972127795 0.0012531479005701842 3438.1800000000007 0.053741207346320159 -2524.4999999999995 2250.7650000000008 -8445.4999999999982 0.00125 -0.0034700325923040505 1.0000000180025095e-35 -0.03559188358485698 2.5000000000000004 -0.034315545111894601 0.010582309681922199 608.50000000000011 13.366095146099978 14.005813953488373 0.7551500000000001 0.005304172635078431 -0.0041381123010069123 -215.49999999999997 0.15160000000000004 0.017585963942110542 73.500000000000014 2.5000000000000004 -333.49999999999994 58587.35775000001 0.97515432098765442 1.0000000180025095e-35 0.017283245019544789 -0.071286976337432847 0.098150000000000015 179767.02924812035 1.0000000180025095e-35 0.022901487536728386 47.500000000000007 0.011420261580497028 0.0049876600969582805 -21575.499999999996 11.500000000000002 0.070857309690098333 0.032274678349494941 -0.071286976337432847 0.019950000000000006 0.0022939459886401896 0.024887000000000003 0.097580129978187644 -0.0125674563460052 188549.02239938083 -0.0065941489301621905 -0.005889064632356166 1498.5000000000002 0.014232415705919267 0.619168479574571 0.032859720776855533 510750.00000000006 143174.25000000003 0.0024716344196349387 924.14409984479403 0.048584384204248786 -1107.2426470588232
decision_type=8 2 2 8 10 2 2 10 10 10 10 2 2 8 2 10 10 2 10 2 10 2 2 2 2 8 10 10 8 2 2 2 10 2 10 2 10 8 10 2 8 2 10 10 2 2 10 2 2 2 2 8 2 2 10 2 2 8 2 8 2 2 8 2 10 10 10 2 2 10 8 8
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leaf_weight=8.7720151627436298 19.707333330065012 7.1545675937086326 9.0771662879269552 5.1798960692249238 8.0174603369086963 5.0792124303989086 8.5467098637018406 31.325326507445425 6.2322764080017796 10.176283983048053 18.194296792149544 11.545937322080134 14.051697425078599 11.195794865489008 10.517022845335303 60.372514262795448 6.3173003401607266 14.690752109512685 8.7900220793671888 81.580443621613085 39.017876455560327 52.340710531920195 22.858408350497484 11.379465730395163 10.780486188828943 7.9869753713719538 18.529911612626172 1086.9770445823669 16.213718123268336 1323.9527053413913 1414.6210891697556 45.960106074810028 73.340355336666107 9.8569282144308072 451.38440766651183 374.92308016680181 87.373425761936232 84.397159765241668 19.992761972360313 22.132747053168714 5219.4022923088633 369.28640125133097 76.12182951066643 11.815058709122239 265.92473819991574 9.9440769553184492 243.56127711734734 66.000793759711087 67.844855882227421 69.87699023168534 91.283394600264728 511.06640188605525 17.531747989356518 15.903609963133929 4.0700895693153125 4.2699092938564718 6.477394205518066 24.909393377136439 24.231614479329441 13.764915063045917 19.962899203645065 19.115209937095646 18.935725919902321 7.0903024151921263 12.229116139933465 4.8697094311937681 7.0557300327345729 8.0883386032655817 17.988344293087721 4.7698915041983119 5.7390845655463645 9.8926939084194618
leaf_count=117 109 97 107 97 122 88 97 511 97 83 114 97 100 224 107 614 120 219 125 966 458 517 286 135 113 52 396 16630 384 18694 23796 533 1360 206 6908 4580 1159 1350 310 478 84348 8229 2004 267 4230 145 5595 841 814 1164 1307 6377 305 369 83 84 72 415 260 91 139 181 140 106 144 63 93 99 141 91 79 145
internal_value=0 -0.0041367 -0.00683345 -0.000470802 0.000180028 0.00643418 0.0112522 -0.0109895 0.000156072 0.00341059 -0.000231133 0.00739436 -0.00066951 0.000111125 0.0023047 0.00365332 0.0110008 0.013886 0.00206158 0.00362792 0.00770111 0.00032269 0.0171357 -0.00501357 -0.00787798 -0.0048514 3.89383e-05 0.000506692 0.00554119 0.00024477 -0.000455588 0.0010231 0.00134309 0.00755859 0.00101678 -0.00139215 0.00717031 0.0111982 0.00284535 -0.000293499 -0.000512776 -0.00328988 -0.00414426 0.00649178 -0.000276233 -0.00350621 -0.00010787 0.00129839 0.00411728 0.000131677 0.0074668 -0.000496498 -0.00217189 0.0104742 -0.00438657 0.00605265 -0.00694786 -0.00888091 -0.0113673 -0.00326714 -0.00594315 0.0108505 0.013452 0.00368307 0.0152933 -0.00873409 0.00826776 0.00674382 -0.00938409 -0.0136534 -0.00569312 -0.0112575
internal_weight=0 97.793 80.9327 35.7603 12681.8 39.6116 28.7933 45.1724 12642.2 163.443 89.6178 73.8249 24.228 12478.7 389.096 332.187 50.0987 43.8665 282.088 233.312 99.3904 133.921 37.5492 56.9086 46.3916 48.7767 12089.6 5020.73 239.717 4781.02 2922.48 1132.94 1858.53 83.1973 1775.34 1789.54 207.977 100.611 107.366 7068.89 6218.19 479.356 445.408 33.9478 5738.83 275.869 5462.96 850.704 242.661 608.043 157.284 580.943 85.3766 27.0994 31.7396 8.34 21.55 32.8964 35.6111 71.4235 51.7162 49.5969 38.0509 15.8803 20.7758 23.3996 14.2103 16.8604 37.9512 36.0952 10.8183 15.0726
internal_count=200977 1429 1213 504 199548 530 363 709 199018 1195 594 601 183 197823 4590 3975 722 625 3253 2555 1072 1483 505 615 508 698 193233 76536 3829 72707 45539 17163 27168 1566 25602 28376 3203 1734 1469 116697 105296 10978 10233 745 94318 4375 89943 11401 3267 8134 2148 7541 1119 593 626 167 314 467 395 480 371 418 321 231 241 459 190 216 280 602 167 242
is_linear=0
shrinkage=0.0227381


Tree=836
num_leaves=112
num_cat=0
split_feature=5 225 216 31 205 223 188 211 131 65 195 195 176 225 143 199 40 217 221 162 212 152 183 231 49 40 226 143 9 153 153 144 72 40 151 42 185 203 220 151 152 69 58 208 186 41 195 208 152 188 219 232 89 229 211 214 42 165 215 17 219 40 151 218 134 162 8 123 206 232 149 183 72 178 41 18 211 226 152 18 89 156 166 135 39 212 120 223 171 153 185 136 153 211 221 220 171 149 181 232 178 133 125 214 223 169 184 214 208 195 219
split_gain=6.11187 6.9222 7.07221 5.32492 7.71678 6.41407 5.59032 4.83433 4.64493 4.47973 5.34359 5.73976 4.16856 6.08624 8.33372 8.17987 6.44922 7.28894 8.07219 11.4819 7.94658 13.4211 8.66203 7.2628 6.91673 6.54349 7.87661 6.89469 7.21316 6.31153 6.50469 6.88939 6.7129 5.95777 6.79028 5.70421 5.44605 5.43263 5.41111 7.83655 6.64391 5.24669 5.20956 4.9557 4.72872 4.43862 4.34826 4.16408 4.05115 4.62775 5.58877 4.50108 4.04706 9.72286 7.58174 9.226 7.38101 7.10443 6.38886 6.90516 6.20813 6.1029 5.70693 6.9161 5.72775 5.3528 4.97677 4.87837 4.83896 4.67331 4.58134 5.26491 5.35248 5.83502 4.36961 4.05596 11.4189 8.26561 8.31393 7.24185 7.17945 6.09395 9.41783 6.20901 4.90188 4.77906 11.2661 7.06499 8.00095 4.67653 8.19618 12.9387 7.61845 7.06112 6.71991 5.76042 4.47383 4.09009 4.01825 3.99725 3.90628 3.87295 3.86736 3.82847 3.7529 3.5858 3.56984 3.48209 3.47015 4.24559 3.24493
threshold=58509.000000000007 0.017504967749118808 0.026736294850707058 13.500000000000002 -0.022814863361418244 0.00062691979110240947 0.26766108461794397 -0.036629648879170411 0.27171582029711672 0.043450000000000009 8.005050505050507 15.305718954248368 9.5000000000000018 0.0045877082739025363 -2811.4999999999995 113480.5746283784 0.42687456197714968 -0.031923843547701829 -0.0074751938227564088 1.0023493824780727 0.019437820650637153 167391.64285714287 -1210.4999999999998 -0.0062462626956403247 0.32560000000000006 0.39617592689936482 -0.010211732704192398 -1683.4999999999998 5.5000000000000009 101254.50000000001 132819.61500000002 -31.499999999999996 0.98935000000000006 0.33304824656361043 1022.5000000000001 0.085650000000000018 -1476.2354279279275 -0.030750409699976441 -0.0054326932877302161 1526.5000000000002 255967.22571428577 0.063650000000000026 0.9759500000000001 0.04369496367871762 15022.845000000001 0.37486590641619366 13.484660267268964 -0.037133557721972459 218599.45593750002 0.87895437895437911 -0.003477145684882998 -0.0086142322979867441 6.5000000000000009 -0.011570152826607226 -0.010393246077001093 -0.0073239870835095635 0.060850000000000008 0.57417582417582425 -0.020083047449588772 -3906.4999999999995 -0.00093863168149255205 0.6873442514704543 1318.5000000000002 0.0067367227748036393 0.11812273848069509 0.95879598071835359 230271.75000000003 0.9999992843071196 -0.037468142807483666 0.0074538139160722503 -830.30952380952374 -469.49999999999994 0.97835000000000016 0.13961038961038963 0.38848206813417357 -305.49999999999994 0.010304142720997335 -0.018379279412329193 470901.37500000006 -68.499999999999986 1.0000000180025095e-35 220028.89500000005 1.5000000000000002 0.27688014910045838 0.26841983117785967 -0.060166072100400918 2.3326830882774514 -0.012836968060582874 91.500000000000014 720022.50000000012 786.75766071428586 1.1865565583645015 674822.25000000012 -0.0025620008818805213 0.023866226896643642 0.033851251006126411 23.500000000000004 -601.64367816091942 34510.767403846163 -0.003883508150465786 0.39736842105263165 0.078222516233230205 7.8726899383983584 -0.020682901144027706 -0.0041381123010069123 0.12955878916405236 48569.400000000001 0.0014415472978726032 -0.0079552708193659765 9.1771241830065371 -0.0055393588263541451
decision_type=2 2 2 2 2 2 10 2 10 10 10 10 8 2 8 8 10 2 2 8 2 10 8 2 8 8 2 10 2 8 8 10 10 10 10 10 10 2 2 8 8 8 8 2 10 8 8 2 10 10 2 2 10 2 2 2 8 8 2 2 2 8 10 2 8 10 8 10 2 2 8 10 8 10 10 2 2 2 10 2 8 10 10 8 8 2 2 2 10 10 8 8 10 2 2 2 8 8 10 2 10 8 2 2 2 8 8 2 2 10 2
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Tree=839
num_leaves=112
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split_gain=4.10768 6.8894 5.36212 5.76753 6.82276 6.17247 9.82941 6.31736 5.53894 5.4293 5.42507 7.26142 5.67258 5.24218 5.14037 7.41934 7.4929 5.5092 5.08139 4.96959 5.26889 5.31556 6.43127 5.79416 4.76571 4.62353 6.36976 5.53671 5.49155 5.4071 4.50016 4.81499 4.49479 4.47322 5.00866 4.44158 5.19341 4.52761 4.50814 4.36403 4.17259 8.71845 7.86232 8.94293 8.75844 7.85263 7.11899 6.92049 6.42503 8.51356 7.47391 7.06458 8.40243 8.12662 7.6288 7.31309 7.24552 6.22165 6.58044 6.10041 6.34738 6.31895 5.73154 5.71235 6.17988 5.68628 5.67892 5.65849 5.62125 7.54894 6.59382 5.56734 5.40571 5.34096 5.29356 5.14351 6.36099 6.50079 5.51321 7.70603 6.04317 7.88928 7.69869 6.85038 7.60039 6.13389 7.2213 10.1372 7.17888 6.61862 6.49699 5.98701 5.69661 5.558 5.158 5.11579 5.10651 5.07711 5.03217 4.91174 4.90153 5.4374 4.81408 4.73074 7.67037 5.99617 5.87881 5.7504 6.94268 6.54176 6.22355
threshold=0.63983284926259976 1.0000000180025095e-35 0.39696969696969703 0.24013888068082601 0.011139029636979105 0.39774890154077108 0.26575311909471833 0.0028071522247046237 108.50000000000001 0.061250000000000006 1.0000000180025095e-35 -0.011916680727154015 1783392.7500000002 1624574.2500000002 0.084950000000000012 0.83472141258030919 0.026754350401461128 -0.061178382486104958 0.074019304544970063 -0.066831149160861955 0.01774502452462912 0.070950000000000013 -0.011570152826607226 0.046974832192063339 0.039292882507333649 202971.80250000002 -0.013155225198715923 0.0025563666131347422 10222.683750000002 -0.0094313123263418657 14.500000000000002 0.15874965013809209 230674.50000000003 0.86325936951643223 8.1081451060917207 188.26136363636365 0.87201079209697985 0.0070499999999999513 1.0062351889149699 0.95402027996758743 0.015586540568619968 0.70233719023104035 14.500000000000002 0.021501555107533935 0.0074304379522800454 0.094150000000000025 0.03036166820675135 2.0999914444795889 1.9954161499292751 -0.069357812404632554 11067.750000000002 -2237.4999999999995 35.500000000000007 -50.310096153846146 0.54964506393718815 -249.49999999999997 -0.00013270570343593133 -0.0067643404472619286 0.032545037567615516 1.9999862434814251 -0.022940143011510369 -0.021570113487541672 0.86325953650067777 0.051464783265278792 0.093185923993587508 0.0090866028331220167 29166.750000000004 0.12393104285001756 -1555.3095238095236 -0.0072244815528392783 -283.49999999999994 2.5000000000000004 0.86325662064099074 -1122.4999999999998 0.94730617704218234 108.26126760563382 -0.04001359082758426 258753.00000000003 24.500000000000004 9700.9200000000019 0.026312432251870636 0.029627854935824875 0.61721611721611735 0.61721611721611735 -0.014645720366388558 8.5000000000000018 0.70695222719695916 -240.64583333333329 0.041847273785005197 0.32233906569667631 0.027527500000000003 264262.20750000008 0.95951405880083862 0.011679999999999953 0.033826710656285293 0.44618570333330193 4.3047162859248349 0.034555486648510929 0.7615688894295386 0.56649360908440927 -81.499999999999986 -0.0048033997882157555 0.25210000000000005 -4063.4999999999995 0.0078074771445244559 -1912.4999999999998 1550668.5000000002 -0.00090341712348163117 -736.49999999999989 -96.499999999999986 11246.220000000003
decision_type=10 8 8 8 2 2 10 2 10 8 2 2 10 8 8 10 2 2 2 2 2 8 2 2 10 8 2 2 10 2 2 10 8 10 2 8 8 10 10 8 2 10 2 2 2 10 2 2 2 2 10 2 10 10 10 8 2 2 2 2 2 2 10 8 2 2 10 2 8 2 10 2 10 10 10 10 2 10 10 8 2 2 10 10 2 10 8 8 2 8 2 10 8 2 2 2 8 2 10 8 8 2 8 2 2 10 10 2 8 10 10
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leaf_count=241 179 765 142 206 114 436 299 426 497 115 445 486 96 154 651 145 127 626 538 375 177 127 594 138 111 113 512 208 344 611 159 131 318 329 98 510 119 130 67 106 448 197 1100 913 549 343 486 69 72 477 735 1026 665 196 249 2675 1030 1752 334 1372 145 1809 150 1439 36 249 743 246 21301 3108 7722 149 129 206 1141 176 327 185 933 460 879 806 303 107 3007 481 243 611 416 63855 21580 760 181 1442 273 7841 849 377 1369 253 186 278 863 2097 1536 18920 267 2738 527 598 349
internal_value=0 -0.00124106 -0.00205098 -0.00102257 -0.00359435 0.000497808 0.0039755 -0.000828412 -0.00136896 -0.00105719 -0.0027328 -0.00682713 0.0012041 -0.00766456 -0.00468163 -0.00287602 0.000341148 0.00517251 -0.00861769 0.00215067 0.00309693 0.00419581 -0.00109873 0.00653641 -0.00801053 4.41319e-05 0.00396167 -0.00213752 0.00227572 -0.00560753 0.00379466 -0.000594588 0.00752107 -0.00471073 -0.00776184 0.00798215 0.00314694 0.00925486 -0.00239722 -0.00168173 0.000115375 -0.000527511 0.003718 0.00643409 0.00887122 0.0137715 -0.00246113 0.000406532 -0.000821269 0.00111737 0.00901237 0.000319445 0.00157986 0.00712159 0.0124048 4.02592e-05 0.00410249 -0.00409083 0.00233828 -0.00132811 -0.00115964 -0.00088095 0.00181386 0.016387 0.018346 0.0131644 -0.00851879 -0.00219787 -0.00103313 0.00175548 -0.00145615 -0.00570918 0.00759265 0.0123896 -0.0037455 0.000785484 0.00753407 0.011538 0.000718858 -0.00309738 0.000843012 0.00325739 -0.000393883 0.00552197 0.00745679 0.000618166 0.00559489 0.00918464 -0.00231183 0.000497139 0.000615063 0.000681788 0.00697069 -0.00302587 -0.00345093 -0.000782254 -0.000456763 -5.19787e-05 -0.00505207 0.00835263 -0.00731028 -0.00053702 0.00377298 -0.000929155 -0.00261552 -0.000164092 -0.00532965 0.000253857 -0.00363079 0.00296645 6.49786e-05
internal_weight=0 1274.26 1031.37 750.085 274.326 475.759 162.786 95.1228 312.973 189.184 161.024 75.8401 85.1842 50.3989 281.288 222.196 141.538 72.2436 85.1426 242.883 227.148 208.184 65.2181 142.966 80.6581 262.574 91.4128 171.161 76.6429 94.5181 56.9407 41.6765 63.706 69.2944 51.8352 130.115 65.0588 28.2177 36.8411 72.0381 11506.8 3584.68 225.494 156.395 128.554 71.0433 69.0986 7922.14 3359.19 694.062 55.5818 638.48 500.859 102.116 55.1959 398.743 139.105 137.621 47.1671 2665.13 2613.87 2472.67 57.5104 62.004 56.2764 41.8684 51.2546 259.638 2436.47 317.353 2119.11 141.2 36.206 24.7227 34.944 6009.43 49.3265 37.4755 5960.1 181.302 5778.8 482.436 187.394 295.042 221.301 5296.36 116.508 79.1736 37.3348 5179.85 5079.56 111.77 45.6064 141.788 67.479 1912.72 73.7415 46.9202 100.297 22.6698 125.181 40.0862 38.5481 1890.05 583.37 1306.68 98.1782 264.755 107.662 157.093 80.5093
internal_count=201299 11724 9308 6138 2106 4032 1451 1015 2581 1454 1248 601 647 651 3170 2405 1643 1089 652 2416 2237 2060 721 1339 762 1930 654 1276 552 724 589 430 944 554 427 1201 691 249 442 551 189575 54896 7217 4768 3855 2015 2449 134679 47679 10459 1432 9027 6464 1487 914 4977 2056 2563 811 37220 36405 34420 1840 1672 1475 984 815 2921 33940 4917 29023 1985 480 335 1291 99312 688 512 98624 2426 96198 7574 2732 4842 3886 88624 1751 1092 659 86873 85435 1493 484 2248 1033 35367 956 573 1438 494 1836 464 1349 34873 13589 21284 2364 5748 2412 3336 1885
is_linear=0
shrinkage=0.0227381


Tree=840
num_leaves=112
num_cat=0
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split_gain=3.93751 6.52672 7.33836 5.48147 5.41164 9.2185 8.15641 6.29172 7.71634 5.8107 7.04318 6.4982 9.93895 6.46415 9.01301 6.74212 6.67948 7.82785 6.83177 5.74196 7.87724 5.72235 5.28814 5.6772 5.1359 5.33294 6.53642 4.73861 7.31078 9.83191 7.40924 6.77348 6.65479 6.97289 6.13734 5.76374 6.03425 5.75657 7.03993 6.14835 6.09334 5.50468 5.2552 5.58492 4.72095 4.60754 4.56544 4.73264 4.50446 4.44004 4.42504 5.08569 4.1779 5.24284 4.16539 4.50095 5.4194 4.15727 4.79067 4.24447 4.22448 4.10376 4.68152 4.03234 9.8765 8.56982 9.44078 7.98761 7.47144 9.587 10.0245 13.9547 7.14228 10.259 7.10651 8.64467 6.4672 8.02587 7.68962 6.42958 5.8522 7.79088 6.64506 5.46435 5.44668 8.0826 5.35973 5.32932 4.96529 4.50041 4.4665 4.02486 3.9415 3.89891 3.82426 3.78568 3.96143 3.78348 3.74287 4.26844 3.69557 3.68857 3.659 3.64034 3.46468 3.46416 3.37339 3.33946 3.33029 3.25858 3.2367
threshold=0.60940735593694773 0.72599382198636575 -1064.4999999999998 -0.027179987169802185 0.14285616024867323 0.088666272347944206 55.021218343600282 -0.019756249152123925 0.31105260021226622 12.500000000000002 -0.025958239100873467 -4521.4999999999991 0.0036938822595402603 -133.49999999999997 0.86124862486248632 0.17413987495709302 1473.979326923077 -0.0052991441916674367 0.063387800156743709 0.019017092883586887 0.7178000000000001 0.01334103522822261 0.028026272784964137 1.0000000180025095e-35 0.01639074552804232 0.0010778812575154009 0.090219172407898021 37.405886379192346 0.24032879068770058 106926.72000000002 0.020010378441335498 30.265571526351817 -379.54999999999995 -0.018855897709727284 -0.020068919286131855 -0.0083864135667681677 0.25934013573131171 0.13804446460980038 -0.0057381128426641217 0.041099762544035918 1646.5000000000002 0.0097673921845853346 -0.0018572255503386257 238.84853365384618 -154.58333333333329 17.500000000000004 0.025371273979544643 0.87320924853621029 -0.0058104458730667821 0.007717713015154005 -0.0064638231415301553 -955.49999999999989 0.22244021537445971 0.071650000000000005 0.017950000000000004 285369.61593750009 0.00056361194583587359 -0.045147452503442757 0.14338218945942824 0.049998188391327865 0.038223711773753173 5.5000000000000009 0.0039091722574085006 0.022360486909747127 1.084226903863635 0.17067328763500736 0.20930000000000001 2.5553759441698904 0.014054592698812486 0.44785893119769127 -1603.4999999999998 -829.95454545454538 0.084829103858678798 0.012617590371519329 -0.0083242729306220991 280516.50000000006 0.013047201558947565 0.55962333470104142 0.43019480519480524 0.017805323004722599 -2766.4999999999995 -2889.4999999999995 -11497.499999999998 -0.031094813719391819 11.500000000000002 0.023368174210190776 16.125657894736843 28.546411483253593 10.834848484848488 0.015416670124977829 0.10622179239200517 24383.250000000004 82.702184446660041 277653.47142857144 -0.02654347941279411 0.082473501563072218 0.96745000000000003 0.39009661835748799 0.15425920939644441 -1608.4999999999998 0.01193088758736849 0.38585607940446659 4.7781104457751171 1022.5000000000001 0.0026468900032341485 0.25462962962962971 0.65550887021475268 1041.5000000000002 22.500000000000004 519750.00000000006 0.0092127867974340933
decision_type=10 10 10 2 10 10 2 2 10 8 2 2 2 8 10 10 10 2 10 2 8 2 10 10 2 2 10 2 10 8 2 2 8 2 2 2 10 10 2 2 8 2 2 10 8 8 2 8 2 2 2 2 2 8 8 8 2 2 10 2 2 8 2 2 8 2 8 8 2 2 10 8 2 2 2 8 2 10 10 2 8 2 2 2 10 2 10 10 8 2 10 10 10 8 2 2 8 8 8 10 2 10 8 10 2 8 10 8 8 10 2
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Tree=841
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is_linear=0
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decision_type=10 2 10 2 2 2 2 8 2 10 2 10 8 10 10 8 10 8 8 10 10 10 10 2 8 10 10 2 2 2 10 8 2 10 2 8 2 2 10 8 10 2 10 10 2 8 8 10 2 8 2 2 10 2 10 2 2 2 8 8 2 10 2 8 8 10 10 10 2 2 2 2 8 10 10 10 2 10 2 10 10 2 10 2 2 8 8 10 2 8 10 8 2 10 2 2 8 8 2 10 2 8 2 8 10 8 10 2 2 2 10
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leaf_count=106 76 170 104 114 121 71 50 146 186 82 96 93 1157 86 110 167 262 87 125 217 149 126 84 97 452 142 137 484 304 147 89 117 126 827 87 2312 193 174 1317 392 137 3716 594 1061 169 303 191 91 139 283 550 71 348 279 97 137 102 1422 129513 436 192 223 161 271 95 128 2639 9031 2451 2445 733 5925 757 107 57 921 430 785 14737 1699 411 136 180 251 80 32 81 159 69 140 167 886 443 90 197 91 93 131 80 369 247 126 232 94 72 817 180 146 78 97 155
internal_value=0 -0.00243222 0.000172104 -0.00308003 0.00192322 -0.00777067 0.00659399 0.00593772 -0.0105383 0.00861787 0.0108582 0.0145251 0.000302042 0.00482392 0.00747559 0.0023344 0.0130714 0.000267701 0.00231832 0.000982165 -0.0016869 0.00652606 0.00291741 0.00583589 0.010027 0.00116004 0.00266838 -7.23048e-05 0.00937072 -0.00695293 -0.00876374 0.00823115 0.0112481 0.000191586 0.00180365 0.00410219 0.00599814 -0.000316183 0.0102823 0.0122694 -0.00183024 -0.00358452 -0.00510619 0.00345429 0.00557941 0.00253979 0.00424917 0.00583077 0.0113733 -7.82303e-05 0.00432704 -0.00151464 0.00382263 0.00993842 -0.00606001 -0.0064399 0.014433 -0.0105492 7.93006e-05 -0.00657949 0.0190665 -0.00789803 0.0115167 0.0148119 0.0186158 0.00285975 0.000104717 -0.000885184 -0.00281097 7.29364e-05 0.00127411 -0.000307876 0.00437687 0.000262889 0.00708063 0.0122584 -0.00444819 0.00021167 0.0014694 2.07719e-05 -0.0049768 -0.00902804 0.00113836 -0.00756419 0.00799246 -0.0132452 0.00965138 -0.0046937 -0.00377285 -0.00995275 -0.0113937 -0.0135973 -0.00717865 -0.0149575 -0.0039397 0.00415459 -0.00123207 0.00385058 -0.00342794 -0.00721926 0.0188961 0.00826464 -0.0028848 -0.00469617 -0.0109922 -0.0165639 -0.000593062 -0.00948119 -0.00577225 0.0158096 0.017536
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internal_count=201138 5988 4282 3355 1704 1706 1140 927 1381 757 611 436 195150 1244 1044 696 348 193906 6232 5767 4177 1590 1170 835 549 2370 2082 1641 441 1807 1660 465 348 187674 14438 7123 5077 7315 2134 1709 6401 4997 4310 1404 1230 2943 2503 914 385 529 687 2046 895 627 1151 440 420 1511 173236 595 294 1651 641 527 366 325 172641 24411 14357 4896 10054 6658 3396 148230 1496 1028 9461 146734 15522 131212 468 963 256 335 427 1125 168 269 286 1297 1193 1026 564 939 268 188 175 354 499 419 340 197 425 200 508 907 260 288 361 223 246
is_linear=0
shrinkage=0.0227381


Tree=843
num_leaves=83
num_cat=0
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split_gain=3.46365 7.44485 4.78108 3.35086 8.83995 6.60587 6.06294 7.03417 5.87229 5.55758 5.55672 5.5412 5.13773 4.78907 4.34908 4.20258 4.37727 3.673 3.65363 7.9998 7.41088 7.31839 5.71699 5.20622 4.8143 3.67209 3.5931 3.49342 6.403 7.41574 9.2433 7.06221 10.3852 7.02101 6.62494 6.32984 9.97176 8.5736 6.2512 5.66222 7.10241 5.65544 5.52849 5.04183 6.66776 5.19021 6.99723 8.56489 8.37078 5.81138 7.94017 5.10124 3.96562 3.32855 3.27528 3.01542 2.99008 2.98887 2.9444 2.88699 2.7841 2.7767 2.72054 2.70886 2.58224 2.54181 2.34194 2.26724 2.15627 2.15254 2.1178 1.91382 1.88859 1.74083 2.00759 1.73557 1.70393 1.04984 0.9853 0.554061 0.524462 0.398986
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decision_type=10 2 10 2 8 8 10 2 10 2 2 10 2 2 2 8 2 2 2 2 10 8 8 10 8 8 10 2 8 8 10 2 2 10 2 10 8 2 8 2 2 2 2 2 8 10 10 10 2 10 10 10 2 2 10 8 8 8 8 2 8 2 10 10 10 2 8 2 8 10 2 2 2 2 2 10 8 8 2 2 10 8
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right_child=1 54 -4 15 6 61 7 9 81 -11 13 14 -14 55 71 16 76 56 27 22 21 60 24 68 26 70 -28 43 31 39 38 35 42 -35 -36 36 -38 -39 -40 41 -42 -43 -44 44 52 46 47 -49 -50 50 -52 -53 -54 -55 -56 -57 75 -59 69 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 -76 -77 -78 -79 -80 -81 -82 -83
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leaf_weight=8.3265567689668405 6.36129216291011 10.048121443018319 8.7569848792627436 3.247784097678962 9.8150433807168138 6.6778786149807292 9.4620956880971843 6.5469540935009709 7.4077999899163869 11.054880319163201 10.553932640701534 13.513273441232739 7.4362396020442239 9.9543281607329828 7.3324843747541317 4.5719984569586805 5.1051479065790772 28.058923228178173 82.717283925740048 9.8481788509525376 5.7195867421105504 4.0470692068338368 7.653566888067874 3.6731082512997064 12.476056199288001 5.0321098500862735 6.0855096369050434 5178.4686801418429 282.09280797839165 56.317510249558836 24.76052482239902 2287.5093166610459 176.24784132838249 1749.7862495481968 62.696079594315961 23.665437815710902 593.73795139743015 664.29118031263351 4.2123537492007044 16.414480980485681 124.53754274314269 13.308812264353035 22.048528224229813 9.6998457796871644 11.80375658255071 304.922413604334 34.65309145161882 12.338388332631437 389.6153960460797 30.851295734057203 54.616763749392703 14.617563768289981 8.8840411975979787 11.130327478051184 5.6189119145274153 8.7142595201730746 6.4674345715902728 11.978865895420311 45.702011643210426 7.9991501104086629 10.977965604979545 6.6775230322964481 9.4228309423197043 9.2964058527722937 5.0223798495717338 11.43529578624293 19.627037089318037 30.87814012914896 5.8346780473366389 7.2254521090071639 6.1177233448252082 12.737837685504928 5.6905436823144546 9.022489730268715 18.90980828367174 5.3010185700841248 4.6719237631186825 5.4295812346972543 5.8284216662868849 7.0104364501312366 3.7938703550025821 10.100417939014731
leaf_count=67 150 175 117 109 61 201 115 85 82 128 88 136 81 125 67 67 99 606 1804 101 99 88 111 69 171 105 101 87218 4591 974 692 35800 2441 25014 1577 318 6817 10343 99 229 2349 235 371 92 120 4409 1108 446 4085 241 977 366 98 80 71 68 136 182 803 214 242 140 216 91 151 98 288 302 150 109 92 153 107 66 219 76 75 65 91 90 109 104
internal_value=0 0.00563407 -0.00233858 2.57725e-05 -0.00253915 0.00604562 -0.00449705 -0.000711357 0.0119482 -0.0068808 0.00393676 -0.00841115 -0.00392364 0.00843721 -0.000628466 7.87702e-05 -0.00556711 -0.00815965 0.000109527 0.00379576 0.00978044 0.0168043 -0.00111693 0.00757743 -0.00477236 0.000830344 0.00179593 6.82296e-05 -0.000312408 -0.00311906 0.000362735 -0.000121759 0.000880035 0.00136916 -0.00212063 -0.00074833 0.00133232 -0.00118613 0.0104596 -0.00590357 -0.00737064 0.00267371 -0.00398048 0.000453915 -0.00488183 0.000533182 -0.00123836 0.00655558 -0.00183941 0.000783658 0.00638853 0.000681003 0.00312188 -0.00930643 0.0134811 -0.000439807 -0.0100845 -0.00792663 -0.011999 -0.00502847 0.0239821 -0.00386682 0.00593042 0.00769459 -0.0129423 0.0139789 -0.0103259 -0.0118619 -0.00345392 -0.0138445 0.00804491 -0.00636979 0.0030126 -0.0107804 -0.0131523 2.09361e-05 0.00522343 0.000900347 0.0170936 -0.00965725 -0.00887626 0.0173414
internal_weight=0 48.5926 27.0971 12723.6 249.411 42.984 206.427 110.101 25.8348 45.5341 64.5666 96.3261 23.9088 40.6578 33.5836 12474.2 59.1988 49.4218 12415 128.882 54.2615 26.1742 74.621 19.356 55.265 28.0873 27.9844 12286.1 6184.34 384.965 174.386 5799.38 2230.18 2031.88 145.413 3569.2 617.403 2951.8 28.9729 210.578 180.855 29.7233 198.296 6101.78 81.6925 6020.08 741.529 46.9915 694.538 5278.55 85.4681 5193.09 29.9842 51.7083 21.4955 18.6686 44.8498 18.3402 62.7425 16.9375 15.025 17.1493 21.8989 21.1002 33.0813 21.9892 27.2806 40.578 9.50779 52.9275 11.1498 20.0703 8.93833 34.4793 25.4568 11.7685 9.77707 11.1492 15.8765 16.4725 10.4717 17.5082
internal_count=200806 786 449 200020 3195 703 2492 1163 253 498 665 1329 286 379 356 196825 1210 1036 195615 2328 1121 494 1207 320 887 627 488 193287 93654 7959 4172 85695 32417 29605 3381 53278 7135 46143 791 3787 3323 464 2812 99633 783 98850 10048 1554 8494 88802 1218 87584 309 474 337 193 969 332 973 430 330 450 387 211 757 186 399 394 219 912 197 220 216 370 304 212 174 164 266 205 310 186
is_linear=0
shrinkage=0.0227381


end of trees

feature_importances:
CREDIT_TERM=1617
POS_CNT_INSTALMENT_MEAN=1366
GOODS_CREDIT_RATIO=1185
PREV_ANNUITY_MEAN=1157
EXT_SOURCE_STD=1104
EXT_SOURCE_3=1089
BUREAU_DEBT_CREDIT_RATIO_MAX=1079
PREV_APP_CREDIT_RATIO_MEAN=1023
PREV_DAYS_DECISION_MIN=1019
PREV_DAYS_DECISION_MEAN=1000
INST_DAYS_ENTRY_DIFF_MEAN=1000
AMT_ANNUITY=991
INST_COUNT=988
DAYS_ID_PUBLISH=983
POS_MONTHS_COUNT=955
INST_LATE_PAYMENT_RATE=935
BUREAU_DAYS_CREDIT_MAX=909
EXT_SOURCE_2=905
ANNUITY_INCOME_RATIO=904
EXT_SOURCE_MEAN=873
BUREAU_DAYS_CREDIT_ENDDATE_MAX=863
EXT2_EXT3_INTERACTION=858
EXT_SOURCE_1=855
DAYS_REGISTRATION=847
DAYS_LAST_PHONE_CHANGE=842
BUREAU_DAYS_CREDIT_STD=837
NLP_EMB_20=835
NLP_EMB_13=832
PREV_GOODS_PRICE_MEAN=831
NLP_EMB_26=831
PREV_CREDIT_MEAN=798
NLP_EMB_3=790
NLP_EMB_11=790
NLP_EMB_28=788
NLP_EMB_9=787
NLP_EMB_25=787
NLP_EMB_27=785
BUREAU_DEBT_CREDIT_RATIO_MEAN=782
NLP_EMB_8=782
NLP_EMB_17=780
NLP_EMB_15=778
NLP_EMB_16=777
NLP_EMB_2=773
NLP_EMB_19=772
NLP_EMB_6=769
NLP_EMB_31=769
REGION_POPULATION_RELATIVE=767
NLP_EMB_4=767
NLP_EMB_12=762
BUREAU_AMT_CREDIT_SUM_MEAN=760
NLP_EMB_18=757
NLP_EMB_29=756
NLP_EMB_7=755
NLP_EMB_5=752
INST_PAYMENT_DIFF_MEAN=748
NLP_EMB_21=741
NLP_EMB_0=740
NLP_EMB_22=738
NLP_EMB_24=731
BUREAU_DAYS_CREDIT_ENDDATE_MEAN=728
BUREAU_AMT_CREDIT_SUM_SUM=719
BUREAU_AMT_CREDIT_SUM_MAX=716
NLP_EMB_30=714
NLP_EMB_1=703
DAYS_REGISTRATION_RATIO=699
NLP_EMB_23=699
OWN_CAR_AGE=691
EMPLOYED_RATIO=684
NLP_EMB_10=680
EXT1_EXT2_INTERACTION=675
INST_SHORT_PAYMENT_RATE=675
AGE_YEARS=672
NLP_EMB_14=670
EXT_SOURCE_MIN=667
BUREAU_DAYS_CREDIT_ENDDATE_MIN=664
DAYS_BIRTH=658
BUREAU_DAYS_CREDIT_MEAN=655
CREDIT_TO_AGE=632
CREDIT_INCOME_RATIO=605
BUREAU_DAYS_CREDIT_MIN=592
PREV_REFUSED_RATE=590
EXT_CREDIT_RATIO=563
BUREAU_AMT_CREDIT_SUM_DEBT_MEAN=552
EXT_SOURCE_PROD=540
PREV_APPROVED_RATE=540
CC_UTIL_RATE_MAX=529
BUREAU_AMT_CREDIT_SUM_DEBT_MAX=522
AMT_CREDIT=502
AMT_GOODS_PRICE=492
ORGANIZATION_TYPE=486
EMPLOYMENT_YEARS=486
BUREAU_AMT_CREDIT_SUM_DEBT_SUM=483
INST_PAYMENT_DIFF_MAX=475
INCOME_PER_PERSON=474
CC_DRAWING_RATE_MEAN=458
CC_UTIL_RATE_MEAN=443
DAYS_EMPLOYED=436
BUREAU_MONTHS_COUNT_MEAN=431
CC_AMT_BALANCE_MEAN=421
PREV_COUNT=399
AMT_INCOME_TOTAL=396
OCCUPATION_TYPE=380
BUREAU_CREDIT_ACTIVE_BINARY_MEAN=374
CC_COUNT=362
HOUR_APPR_PROCESS_START=356
TOTALAREA_MODE=342
BUREAU_COUNT=329
BUREAU_MONTHS_COUNT_SUM=326
CODE_GENDER=300
YEARS_BEGINEXPLUATATION_MODE=283
POS_DPD_RATE=270
NAME_FAMILY_STATUS=268
LIVINGAREA_MODE=265
NAME_EDUCATION_TYPE=257
WEEKDAY_APPR_PROCESS_START=257
LANDAREA_MODE=250
POS_SK_DPD_MEAN=249
BASEMENTAREA_MODE=245
YEARS_BEGINEXPLUATATION_MEDI=245
BUREAU_STATUS_MEAN_MEAN=243
LIVINGAREA_AVG=241
APARTMENTS_MODE=232
LANDAREA_MEDI=231
NONLIVINGAREA_AVG=230
LANDAREA_AVG=228
YEARS_BEGINEXPLUATATION_AVG=218
NONLIVINGAREA_MODE=215
APARTMENTS_AVG=199
BASEMENTAREA_AVG=197
OBS_30_CNT_SOCIAL_CIRCLE=195
BASEMENTAREA_MEDI=194
LIVINGAREA_MEDI=192
POS_SK_DPD_MAX=190
OBS_60_CNT_SOCIAL_CIRCLE=186
BUREAU_STATUS_WORST_MEAN=184
AMT_REQ_CREDIT_BUREAU_YEAR=181
APARTMENTS_MEDI=178
REGION_RATING_CLIENT_W_CITY=174
BUREAU_ACTIVE_COUNT=164
YEARS_BUILD_MODE=157
NAME_INCOME_TYPE=151
FLAG_DOCUMENT_3=148
NONLIVINGAREA_MEDI=147
LIVINGAPARTMENTS_MODE=145
BUREAU_CREDIT_ACTIVE_BINARY_SUM=145
ENTRANCES_AVG=142
COMMONAREA_AVG=138
COMMONAREA_MODE=138
DEF_30_CNT_SOCIAL_CIRCLE=138
TOTAL_ENQUIRIES=138
LIVINGAPARTMENTS_AVG=137
FLAG_WORK_PHONE=132
YEARS_BUILD_MEDI=127
COMMONAREA_MEDI=124
DOCUMENT_COUNT=123
AMT_REQ_CREDIT_BUREAU_QRT=119
YEARS_BUILD_AVG=116
LIVINGAPARTMENTS_MEDI=110
DEF_60_CNT_SOCIAL_CIRCLE=105
REG_CITY_NOT_LIVE_CITY=93
ENTRANCES_MEDI=89
ENTRANCES_MODE=86
FLOORSMIN_AVG=84
CC_DPD_MEAN=84
NAME_TYPE_SUITE=82
NAME_HOUSING_TYPE=80
REGION_RATING_CLIENT=71
FLOORSMIN_MODE=65
FLOORSMAX_AVG=63
CNT_FAM_MEMBERS=59
AMT_REQ_CREDIT_BUREAU_MON=59
FLOORSMIN_MEDI=56
BUREAU_AMT_CREDIT_SUM_OVERDUE_MEAN=53
NONLIVINGAPARTMENTS_MEDI=51
NONLIVINGAPARTMENTS_AVG=50
ELEVATORS_AVG=46
FLAG_PHONE=45
WALLSMATERIAL_MODE=42
NAME_CONTRACT_TYPE=39
NONLIVINGAPARTMENTS_MODE=39
ELEVATORS_MODE=38
FLOORSMAX_MEDI=33
FLAG_OWN_CAR=32
CHILDREN_RATIO=31
FLOORSMAX_MODE=30
CNT_CHILDREN=29
ELEVATORS_MEDI=27
LIVE_CITY_NOT_WORK_CITY=25
BUREAU_AMT_CREDIT_SUM_OVERDUE_MAX=23
BUREAU_STATUS_WORST_MAX=23
BUREAU_AMT_CREDIT_SUM_OVERDUE_SUM=19
FLAG_EMAIL=17
REG_CITY_NOT_WORK_CITY=15
BUREAU_CREDIT_DAY_OVERDUE_MAX=15
BUREAU_CREDIT_UTIL_RATE_MAX=15
FONDKAPREMONT_MODE=14
BUREAU_CNT_CREDIT_PROLONG_MEAN=14
RECENT_ENQUIRY_RATIO=13
HAS_CAR_REALTY=13
BUREAU_CREDIT_DAY_OVERDUE_MEAN=13
FLAG_DOCUMENT_8=11
BUREAU_CREDIT_UTIL_RATE_MEAN=11
AMT_REQ_CREDIT_BUREAU_DAY=10
REG_REGION_NOT_WORK_REGION=7
FLAG_DOCUMENT_6=7
FLAG_DOCUMENT_18=6
AMT_REQ_CREDIT_BUREAU_WEEK=6
LIVE_REGION_NOT_WORK_REGION=5
REG_REGION_NOT_LIVE_REGION=4
FLAG_DOCUMENT_11=4
FLAG_OWN_REALTY=3
EMERGENCYSTATE_MODE=3
BUREAU_CREDIT_DAY_OVERDUE_SUM=3
BUREAU_CNT_CREDIT_PROLONG_SUM=3
FLAG_DOCUMENT_13=1
FLAG_DOCUMENT_16=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: auc]
[tree_learner: serial]
[device_type: gpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 2000]
[learning_rate: 0.0227381]
[num_leaves: 112]
[num_threads: -1]
[seed: 42]
[deterministic: 0]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 9]
[min_data_in_leaf: 82]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.817078]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 400]
[feature_fraction: 0.712374]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.000235914]
[lambda_l2: 8.59874]
[linear_lambda: 0]
[min_gain_to_split: 0.0993578]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]