tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=46 objective=binary sigmoid:1 feature_names=f_ps_od_days_max suc_apprv_num_m1 apprv_amt_day t_ps_od_days_max cre_now_l60_used_amt_m_min cre_l60_used_limit_rate_min s_ps_od_days_max cre_l90_used_limit_amt_min loan_os_prcp_credit_amount_m3 apprv_num_m1 cre_now_l60_limit_left_d_max available_limit_amt loan_os_prcp_credit_amount_m6 cre_now_l30_used_amt_d_min loan_os_prcp_credit_amount_m12 cre_now_l60_used_amt_d_min loan_os_prcp_gt0_m3_num_pc cre_now_l90_limit_left_d_min useratemore50maxcontimonsm12 cre_now_p1m_used_rate_m ps_int_amt_sum cre_now_l60_used_amt_m_max cre_l30_l90_used_amt_m_min avg_tnr cre_now_l30_limit_left_d_min max_loan_os_prcp_m12 suc_apprv_num_m6 useratemore70monthsubcurmonth setl_rem_prcp_paym_m3_num orig_prcp_avg_m12 useratemore70_m6_num shd_pre_repay_amt_rate repay_amount_m6_all_shd_amt_pc cre_now_l30_used_amt_d_max ps_int_amt_avg useratemore90maxcontimonsm12 repay_amount_all_shd_amt_pc min_apply_amt useratemore90_m3_num cre_now_l60_usedrate_m_max min_tnr loan_os_prcp_gt0_m12_num_pc grade_limit_amount end_loan_to_rep_loan_freq shd_pre_repay_cnt last_clear_num_m1 setl_rem_prcp_paym_last_month_lo feature_infos=[0:107] [0:63] [0:316000] [0:196] [0:133000] [0:26.666699999999999] [0:99] [0:148000] [-9998:4935.3500000000004] [0:397] [-15685.8824:309.70909999999998] [0:195506.28] [-9998:4571.6099999999997] [1:8000] [-9998:4920] [1:186225] [0:133.33000000000001] [-1680:728536] [0:12] [-60:9.1311] [0:40772.739999999998] [0:166000] [0:132000] [0:24] [-1680:235044.5] [0:196700] [0:287] [0:99999] [0:3] [0:163133.3333] [0:6] [0:1] [-9998:100] [0:1] [0:1194.0856000000001] [0:12] [-9998:100] [0:199900] [0:3] [0:15.666700000000001] [0:24] [0:114.81] [0:200000] [-99999:3496] [0:11497] [0:56] [-9999:100] tree_sizes=3268 3411 3477 3473 2932 3460 2944 3374 3286 3345 3258 3491 3376 3387 3279 3496 2946 3381 2635 3087 3388 3066 2848 3176 3174 3451 3153 3185 3371 3288 2520 3468 3175 3269 3277 3058 2199 3381 3057 2745 3074 2717 3070 3186 2417 2443 2940 2605 3243 3495 3286 3500 3280 2643 3280 3273 3378 3272 3472 3054 2932 3037 3247 2857 2735 2736 3366 3268 2401 2831 2849 1857 2945 3250 3050 2504 2809 3351 2767 2739 2908 3078 1553 3166 2958 2588 2516 2533 2195 3284 1545 2184 2641 2849 2109 2093 2633 2418 2922 2876 2524 3155 2843 2639 2624 2043 2307 2194 1827 3071 1870 2923 3169 2179 2633 2197 3248 2306 2302 2949 2386 2630 2387 2203 1658 1966 2514 2593 1639 3379 2621 1230 2185 2298 3170 1758 2203 2845 1328 2848 2629 2093 2311 2406 3377 3346 2187 2858 2736 1660 2484 2722 2093 2607 2304 1340 1665 2396 2186 1736 2191 2295 2197 2727 3083 3272 1754 2961 2841 1974 2092 3264 1658 2944 1864 1871 1339 1443 2309 2628 2510 3370 3261 3041 2190 2719 2276 2208 1882 2626 1334 2407 1651 2306 2724 2843 2401 2511 2313 1984 2947 2711 1875 1989 1880 1977 2541 3485 2410 2175 2304 2488 1295 2626 1645 2747 2728 2178 3381 3361 2407 1555 1775 1860 1979 2700 1981 1539 3392 3055 1439 1641 1885 2950 1317 2210 2171 2747 2943 2397 3150 2394 3067 2946 1990 3164 1553 1436 3152 1335 3159 2078 1328 2190 3054 1771 1995 2827 2405 2376 2511 3132 3270 1958 2291 2503 1762 2303 2834 3383 1669 2167 1437 2259 2844 2831 2408 2904 3152 3063 1979 1228 1990 2959 2937 2170 3034 3050 1327 1867 1986 2850 2195 3033 2194 998 2723 3349 2839 2184 Tree=0 num_leaves=30 num_cat=0 split_feature=0 20 1 11 11 3 2 20 44 5 5 29 36 2 34 11 2 42 11 0 31 12 3 13 42 5 42 0 22 split_gain=376.055 216.831 127.384 88.5153 88.3419 55.44 54.3696 47.799 45.2972 28.8687 25.6204 24.6941 20.5151 19.115 18.2499 14.1864 15.5387 13.4756 13.1184 9.08144 9.06136 11.8975 8.99911 7.87914 3.81794 2.69772 2.42832 0.455253 0.450519 threshold=1.0000000180025095e-35 3198.5250000000001 1.0000000180025095e-35 1.0000000180025095e-35 43.500000000000007 11.500000000000002 1.0000000180025095e-35 14490.050000000001 38.500000000000007 0.10185000000000001 0.091950000000000018 2750.0833500000003 92.055000000000021 778.00000000000011 10.962200000000001 1835.2300000000002 2989.0000000000005 89500.000000000015 309.65000000000003 6.5000000000000009 0.79405000000000014 65.02500000000002 7.5000000000000009 1.8212000000000004 196500.00000000003 0.25025000000000003 107500.00000000001 5.5000000000000009 9005.3650000000016 decision_type=10 8 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 left_child=1 2 4 5 12 9 7 10 -6 26 -3 -9 -1 20 19 16 -8 -11 23 -7 21 -5 -22 -4 -20 -17 -2 28 -15 right_child=3 6 18 13 8 14 15 11 -10 17 -12 -13 -14 27 -16 25 -18 -19 24 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-2.3513042670519306 -2.4261101960896547 -2.4058265767676477 -2.4043579048147214 -2.4455591851383489 -2.4144061177449858 -2.3321291723016131 -2.4254668550375311 -2.3611710395881529 -2.3852314280726232 -2.3822791424997947 -2.3384800095264904 -2.256034745440302 -2.3784466431283637 -2.455104541885766 -2.2708270072010919 -2.4504639442556386 -2.3116932163623303 -2.4099458712623019 -2.4247406649999035 -2.418721950247257 -2.4262020369578359 -2.4276945040519329 -2.3653563555342787 -2.4329477130005763 -2.4508866674827221 -2.4095116689352531 -2.4499818278900607 -2.4300560343727526 -2.4310205958473365 leaf_weight=129.23267155140638 19.730178862810135 15.632372483611105 44.544673047959805 216.19722915440798 277.8919807523489 5.2360859289765367 5.008430019021036 8.5750392749905568 253.30514247715473 56.003353849053383 139.32541689276695 26.408085554838181 161.4080401584506 134.62052808701992 7.9679568484425536 10.092745341360571 5.3878565356135368 191.68627618253231 20.337261289358139 5.2360859289765367 199.95777424424887 175.4468212723732 5.3119712322950354 50.463726706802845 79.376027271151543 7.0573332086205474 38.549734085798264 5.9190536588430396 6.1467095687985411 leaf_count=1703 260 206 587 2849 3662 69 66 113 3338 738 1836 348 2127 1774 105 133 71 2526 268 69 2635 2312 70 665 1046 93 508 78 81 internal_value=-2.40601 -2.38722 -2.39695 -2.42773 -2.38833 -2.40591 -2.34202 -2.33255 -2.40049 -2.41111 -2.34524 -2.27971 -2.36622 -2.43722 -2.32405 -2.40746 -2.36386 -2.40364 -2.43321 -2.37321 -2.43314 -2.43765 -2.42441 -2.41962 -2.44584 -2.43502 -2.44246 -2.4535 -2.45427 internal_weight=2302.06 1234.05 1016.56 1068.01 821.838 324.41 217.487 189.941 531.197 305.97 154.958 34.9831 290.641 743.6 18.4401 27.5464 10.3963 247.69 194.722 10.4722 596.914 391.644 205.27 95.0084 99.7133 17.1501 58.2799 146.686 140.767 internal_count=30336 16262 13396 14074 10830 4275 2866 2503 7000 4032 2042 461 3830 9799 243 363 137 3264 2566 138 7866 5161 2705 1252 1314 226 768 1933 1855 is_linear=0 shrinkage=1 Tree=1 num_leaves=30 num_cat=0 split_feature=0 7 43 11 11 11 31 11 27 7 5 1 15 15 19 0 31 7 19 21 43 9 44 8 32 19 24 25 42 split_gain=337.719 172.546 149.845 77.2946 68.3521 46.4169 44.7733 44.102 35.9794 34.3286 32.0045 22.622 20.7048 17.8652 21.4502 15.1933 13.5721 12.6325 8.86605 8.27959 8.20018 6.97198 8.65301 3.89133 4.67144 3.70419 3.60304 1.88717 0.924331 threshold=1.0000000180025095e-35 800.03000000000009 847.50000000000011 1.0000000180025095e-35 1.0000000180025095e-35 1029.3650000000002 0.76185000000000014 14029.505000000003 1.0000000180025095e-35 4016.5150000000003 0.091950000000000018 1.0000000180025095e-35 1.0000500000000001 1.4272000000000002 0.0037500000000000003 18.500000000000004 0.85235000000000005 5201.3450000000003 1.0000000180025095e-35 2556.4900000000002 18.500000000000004 1.0000000180025095e-35 41.500000000000007 56.775000000000013 99.995000000000019 0.020150000000000005 1.0606500000000001 10646.365000000003 86500.000000000015 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 8 8 8 8 10 10 8 10 10 10 10 10 10 10 10 10 10 left_child=1 5 4 10 8 13 -6 9 -3 -4 25 -9 17 14 -1 16 -12 18 -5 -19 -15 22 -7 28 -25 -2 -27 -23 -14 right_child=3 2 7 12 6 21 -8 11 -10 -11 15 -13 23 20 -16 -17 -18 19 -20 -21 -22 27 -24 24 -26 26 -28 -29 -30 leaf_value=0.072359259314034752 -0.043782932515549114 0.025705554354351113 0.060200370780181478 0.01471991054362639 -0.0035865311157858258 -0.033778132302816254 0.031850373210280745 0.049005880933900653 0.064459628691609136 0.11822494857066941 -0.00025568981496744072 -0.037922219376105043 -0.023466071131992686 0.017003016975690097 0.0088057250599038375 0.081285643378130601 0.031507965939271625 0.01617536696467815 -0.028910495275598608 -0.016942039209689546 -0.01975173904916281 -0.049365479960768371 -0.0057236012484994294 -0.036167573589873978 0.0098528664896376603 0.00026982879241190194 -0.045212583601386767 -0.022652107161895325 -0.048685047892460788 leaf_weight=13.565257161855696 37.721876703202724 160.67864803224802 52.496959030628204 11.289422176778315 279.00892096012831 62.255237348377705 129.72875584661961 33.659822843968868 97.608062319457531 58.78946740180254 223.91814966499805 8.6784915179014188 7.4030499756336203 17.87786128371954 160.59992799907923 5.6202654093503943 38.508398398756981 27.331664368510246 372.25441953539848 55.330799087882042 77.01545450091362 40.962041899561882 50.323976621031761 112.19714101403952 5.2206503748893729 12.713924795389177 5.448354944586753 11.915384180843828 133.52977225184441 leaf_count=175 512 2047 663 152 3677 825 1687 418 1244 727 2936 117 101 237 2075 73 505 368 5020 746 1021 556 650 1521 71 172 73 162 1821 internal_value=-0.000166399 0.0173225 0.0308008 -0.0211041 0.0204735 -0.00813396 0.00769883 0.0751862 0.0405624 0.0916775 -0.000777861 0.0306081 -0.0301709 0.00467297 0.0141691 0.00641321 0.00448823 -0.0237607 -0.0275783 -0.00586982 -0.0126699 -0.028893 -0.0214423 -0.0415829 -0.0340133 -0.0348639 -0.0147606 -0.0439709 -0.0475702 internal_weight=2303.65 1255.16 820.649 1048.49 667.024 434.515 408.738 153.625 258.287 111.286 323.931 42.3383 724.557 269.059 174.165 268.047 262.427 466.206 383.544 82.6625 94.8933 165.457 112.579 258.351 117.418 55.8842 18.1623 52.8774 140.933 internal_count=30352 16281 10580 14071 8655 5701 5364 1925 3291 1390 4271 535 9800 3508 2250 3514 3441 6286 5172 1114 1258 2193 1475 3514 1592 757 245 718 1922 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=0 split_feature=6 20 11 2 7 11 37 11 7 13 25 6 7 33 13 42 11 37 36 12 7 43 37 20 42 34 11 20 2 4 split_gain=232.473 177.062 97.6736 82.9409 64.0599 60.0093 48.8078 34.5261 33.2565 24.6267 24.3149 23.3018 24.0869 20.2167 18.1749 15.4613 13.8579 10.5965 9.55011 9.38021 8.53661 8.1749 7.7736 7.74801 7.46222 2.6071 1.41281 1.99417 1.64443 1.17209 threshold=1.0000000180025095e-35 1901.7700000000002 1.0000000180025095e-35 1.0000000180025095e-35 1104.4650000000004 142.09500000000003 6508.5000000000009 13109.355000000001 388.15000000000003 1.0000500000000001 3500.2950000000005 13.500000000000002 1047.7800000000002 0.84635000000000016 1.1977500000000003 177500.00000000003 309.65000000000003 4130.0000000000009 87.595000000000013 86.765000000000015 7203.1800000000012 158.50000000000003 7050.0000000000009 1060.2950000000003 88500.000000000015 34.747700000000009 261.34500000000008 517.04500000000019 15050.000000000002 10003.750000000002 decision_type=10 8 10 10 8 10 10 8 10 8 8 10 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 3 11 5 14 10 7 -6 -7 17 -1 12 24 23 22 -14 21 20 -8 -19 -4 -5 -3 -13 -2 -18 27 -11 -28 -16 right_child=2 4 9 16 6 8 18 -9 -10 26 -12 13 15 -15 29 -17 25 19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.052345579235065026 0.01076189282811469 0.025700074831246169 -0.019152477212157265 0.0088724654123382238 0.080085844461588021 -0.02413207077282363 0.057811977595320176 0.029346003499552555 0.0075210933577926275 -0.010195083002107409 0.019105139169389978 -0.021525553891727334 0.023000127422862324 0.13647886916033453 -0.0438521839931224 -0.0069051547604079408 -0.04263547529628943 -0.034808172363226593 0.017898835660002763 -0.0050493363863493316 0.0067551477793480891 -0.022693204808187071 -0.018103292804645107 0.055811324128374522 -0.019851077555028129 -0.013485656661843601 -0.049904774019104897 -0.039906081791767328 -0.017713733489851564 -0.011419232614083643 leaf_weight=83.498901039361954 23.474131338298321 52.498698517680168 288.98879160732031 29.760493889451027 152.95773302018642 108.26085872203112 18.090194642543793 45.336580038070679 343.99907711148262 8.2826473414897901 166.1187901943922 5.3100584074854869 132.202068567276 5.0064363181591025 14.27711207419634 63.088232934474945 86.121339693665504 191.48040840774775 82.942168638110161 31.603895232081413 34.905171535909176 60.808299176394939 11.597125589847563 5.7766321823000908 107.54916466772556 10.263803005218504 106.95840246975422 34.514572009444237 6.1080065965652457 5.0439481139183036 leaf_count=1055 305 674 3925 393 1857 1452 227 570 4541 114 2084 67 1688 61 197 813 1201 2610 1047 425 463 820 151 72 1427 142 1510 479 86 69 internal_value=0.000799052 0.0151556 -0.0166591 0.00289154 0.0435412 0.0107829 0.05431 0.0687156 -8.14555e-05 -0.0273164 0.0304088 0.00521781 0.00221407 0.0621382 0.00465451 0.0133278 -0.0266079 -0.0222289 0.025591 -0.030656 -0.0163329 -0.0122826 0.0175414 0.0196402 -0.0142886 -0.0397531 -0.0448825 -0.0346343 -0.0483801 -0.0366099 internal_weight=2316.82 1271.58 1045.25 888.832 382.744 701.878 299.327 198.294 452.26 702.842 249.618 342.407 326.314 16.0931 83.4169 195.29 186.954 546.978 101.032 223.084 323.894 90.5688 64.0958 11.0867 131.023 96.3851 155.864 42.7972 113.066 19.3211 internal_count=30525 16480 14045 11688 4792 9132 3701 2427 5993 9612 3139 4433 4233 200 1091 2501 2556 7423 1274 3035 4388 1213 825 139 1732 1343 2189 593 1596 266 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=0 split_feature=0 20 15 11 11 7 3 20 33 11 39 2 39 15 8 37 31 3 7 7 8 38 31 7 0 22 15 30 13 41 split_gain=301.01 146.619 107.423 71.8631 65.9214 42.4364 35.7933 30.9853 29.5906 29.1005 27.2236 21.8975 21.829 18.7341 17.0956 14.0545 12.7925 12.3359 14.558 10.3238 9.74517 8.32582 7.25181 6.01761 5.27284 3.4058 5.10073 3.1872 3.1168 0.891964 threshold=1.0000000180025095e-35 5165.5700000000006 1.3380500000000002 261.34500000000008 1.0000000180025095e-35 4420.1500000000005 10.500000000000002 894.72500000000002 0.87315000000000009 2200.0550000000007 0.46365000000000006 598.50000000000011 0.33135000000000003 1.1952500000000004 31.935000000000006 3830.0000000000005 0.83445000000000014 1.0000000180025095e-35 1166.6500000000003 9512.3150000000005 52.085000000000008 2.5000000000000004 0.80245000000000011 683.00500000000011 4.5000000000000009 6700.4550000000008 2.2267500000000005 5.5000000000000009 2.1909500000000004 15.480000000000002 decision_type=10 10 8 10 10 10 10 10 8 10 10 10 10 8 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 left_child=1 2 3 12 6 17 11 -5 24 10 -7 15 -1 19 29 -2 -11 18 -3 22 -21 -16 -6 -19 -8 27 -27 -15 -13 -4 right_child=4 5 14 7 13 9 8 -9 -10 16 -12 28 -14 25 21 -17 -18 23 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.041336939858635263 0.0096851702159405292 0.011324635095759296 -0.022148980352849706 -0.0073551946070521028 -0.0304277289029262 0.12618392286018357 0.052508361889788462 0.016736673487960509 0.15032880732167511 0.018904519773801927 0.0057356525001144602 -0.047804302176669221 0.015311575697694191 -0.045304421975720745 -0.016066438676223156 -0.013445336191853539 0.073847313132128889 0.02808072796092094 0.064654238384790924 -0.028687103424758744 0.018982759344632113 0.035249734527342216 -0.016370030540620598 -0.028522419789342775 -0.0011684146463692452 0.020620949402361696 -0.03503380217082392 -0.014609365836647334 -0.0081975766018004687 -0.048059503516889923 leaf_weight=263.70564959943295 136.68257592618465 23.194908618927002 7.1117415502667418 261.34612634032965 302.44495320320129 38.833977021276951 6.9027181267738404 270.48220413923264 5.3259200677275649 18.541604459285736 5.5277551636099806 31.662475414574146 119.26731223613024 183.66635573655367 157.00050626695156 124.48663333803415 27.999512009322643 6.8557489439845112 29.81037113070488 16.96140943467617 25.591914281249046 7.3404790088534346 140.44309271126986 10.625015184283255 10.348947361111639 5.0076043158769608 12.59086310118437 10.627045728266237 6.7834687530994406 49.887478955090046 leaf_count=3200 1778 292 102 3476 4246 416 83 3441 63 215 61 443 1458 2670 2112 1627 317 89 338 235 350 95 1943 125 128 71 180 152 92 709 internal_value=-0.000347655 0.0156198 0.00925382 0.0168188 -0.0206694 0.0600709 -0.00193778 0.0048967 0.0573709 0.0825851 0.111743 -0.00659961 0.033306 -0.0293017 -0.021925 -0.00133017 0.0529218 0.0302163 0.0420518 -0.0237727 -0.00012566 -0.0135448 -0.0260281 -0.00573453 0.0217349 -0.0417739 -0.0186713 -0.0437345 -0.0413278 -0.0453505 internal_weight=2317.06 1297.53 1136.14 914.801 1019.53 161.389 322.193 531.828 22.5776 90.9028 44.3617 299.615 382.973 697.333 221.34 261.169 46.5411 70.486 53.0053 485.441 42.5533 164.341 442.888 17.4808 17.2517 211.892 17.5985 194.293 38.4459 56.9992 internal_count=30507 16446 14593 11575 14061 1853 4214 6917 274 1009 477 3940 4658 9847 3018 3405 532 844 630 6774 585 2207 6189 214 211 3073 251 2822 535 811 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=26 num_cat=0 split_feature=2 11 31 7 20 7 34 31 7 33 12 40 11 39 10 27 12 7 32 43 25 44 28 44 24 split_gain=178.95 112.189 60.2495 55.1175 42.8303 33.0991 27.8983 27.6882 26.7397 23.4689 21.7098 17.008 16.6117 15.5295 12.4137 12.376 12.1844 10.554 9.22244 8.29033 6.96075 6.37243 2.84451 6.02331 1.70961 threshold=45.000000000000007 8.3400000000000016 0.7853500000000001 612.43500000000006 5344.6400000000012 7387.0650000000014 10.377350000000002 0.62175000000000014 5000.1550000000016 0.75955000000000006 54.130000000000003 3.5000000000000004 287.10500000000008 0.45685000000000003 0.4431500000000001 1.0000000180025095e-35 248.56500000000003 18758.400000000005 98.145000000000024 158.50000000000003 20000.165000000005 14.500000000000002 1.0000000180025095e-35 721.50000000000011 -2.3535999999999997 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 8 10 10 10 10 8 10 10 10 left_child=1 4 5 14 6 10 16 -8 18 -5 -3 -7 15 -10 -4 19 -1 22 -6 21 -21 -2 23 -14 -24 right_child=12 2 3 9 8 11 7 -9 13 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 leaf_value=0.0048281998665978968 -0.0081868423971658538 -0.028194865113782681 0.029254631790559562 0.0031368861910423805 0.0066219563391901248 0 0.010865026120855097 0.037093060355931046 0.078248065901558389 0.032276876519145369 -0.0090626293594838186 0.049428171520504924 -0.037445630187690919 0.0040747897720832069 -0.01775944107558056 0.036608651098190594 -0.034439936089158039 0.023598779736148583 0.059643817390631793 -0.029863466770656606 0.0019160487552784236 0.048539060121171908 -0.014697968469367337 -9.8180368816210223e-05 -0.047996131483116072 leaf_weight=160.65752404183149 21.870952568948272 241.40362914651632 14.538939513266085 104.354576818645 35.475622974336147 44.877819769084454 210.16543771326542 195.45406889170408 59.810791417956352 207.23437052965164 388.78980462998152 27.32577857375145 123.53541351854801 8.2736175954341871 146.78924344480038 8.8680739104747754 21.504266738891602 6.0348215401172629 9.9109069034457189 128.99640063196421 19.39208672940731 5.3064813688397399 5.5979146361351004 12.120406448841093 101.13992088288069 leaf_count=2000 289 3375 198 1331 430 582 2573 2362 660 2595 5283 350 1818 97 1997 117 267 81 123 1826 262 71 83 174 1495 internal_value=-0.000711293 0.00597445 -0.00346664 0.010311 0.0217875 -0.0127516 0.0162911 0.0235759 0.0498242 0.0225748 -0.0164325 0.0190923 -0.0296542 0.0694964 -0.0133376 -0.0180816 2.56237e-06 -0.0381187 0.0193442 -0.0210641 -0.0256919 0.00404117 -0.0397664 -0.0341705 -0.0464488 internal_weight=2309.43 1876.57 1175.31 472.917 701.252 702.397 587.781 405.62 113.471 311.589 630.193 72.2036 432.862 68.0844 161.328 184.434 182.162 248.428 45.3865 175.566 148.388 27.1774 242.394 135.656 106.738 internal_count=30439 24223 15711 6121 8512 9590 7202 4935 1310 3926 8658 932 6216 757 2195 2565 2267 3651 553 2448 2088 360 3570 1992 1578 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=0 split_feature=0 20 11 15 11 3 13 6 2 44 19 39 26 6 2 8 8 11 7 5 2 18 36 20 13 7 24 40 17 14 split_gain=265.925 123.359 84.1493 77.732 75.0712 35.3925 27.1305 26.0999 25.7151 25.6785 24.1267 19.6535 18.0493 18.0304 17.9279 17.5562 15.7715 13.2044 12.9374 10.1076 9.26163 8.10572 6.88629 4.03325 2.50586 2.29078 3.73722 1.89437 1.87809 1.87253 threshold=1.0000000180025095e-35 2918.6400000000003 1.0000000180025095e-35 1.0140500000000003 261.34500000000008 10.500000000000002 1.0430000000000001 1.0000000180025095e-35 699.50000000000011 54.500000000000007 0.031250000000000007 0.18265000000000003 1.0000000180025095e-35 3.5000000000000004 351.50000000000006 16.675000000000004 30.330000000000002 1.0050000000000001 5564.5150000000012 0.65440000000000009 45.000000000000007 4.5000000000000009 86.955000000000013 7487.4550000000008 2.2166000000000006 12000.210000000001 1.13805 10.500000000000002 1.2873500000000002 100.00500000000001 decision_type=10 8 10 8 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 3 5 4 10 8 7 11 15 -6 -1 -3 28 -9 18 -2 27 -8 21 -14 -18 -4 -20 -19 -10 29 -27 -5 -7 -16 right_child=2 6 14 16 9 12 17 13 24 -11 -12 -13 19 -15 25 -17 20 23 22 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.058884744305141602 -0.013022613208505552 0.0731662337524078 -0.036391381199948857 -0.046611088270011446 -0.0069326572910559797 -0.0072581634697929942 0.054146947185826189 0.0030061255079132316 -0.047142171784911015 0.017556505276062988 0.026067521922242473 0.041171353586211115 0.049686325920665214 0.084356421441136725 -0.046067101666785987 0.013168627092874828 0.0046940393017414518 -0.04105245082787877 0.029034045369341895 0.15113221708783198 -0.018920036435857553 -0.0218601418341773 -0.011141281377330637 0.0017112834873130667 -0.008265860070701108 -0.044108299182828249 0.011845546763440833 -0.01717558869256448 0.030215720493116195 -0.01096847912165278 leaf_weight=71.681931734085083 101.45442133396864 107.89636985957623 153.04975019395351 41.67789987847209 287.62333749234676 5.4593069627881068 6.7844206690788296 40.953324057161808 29.725133381783962 169.07648639380932 270.36423416435719 98.01480408012867 7.0891937389969808 7.2262850552797309 137.77062638476491 169.1583343744278 63.991766646504402 11.052046932280065 11.572273343801497 5.0413028448820114 114.0455853715539 289.59204822778702 68.681208111345768 9.6249045655131322 5.7216630578041068 5.0154512599110586 5.0590579658746719 8.756670229136942 6.0302802175283432 5.0430411361157885 leaf_count=827 1319 1167 2247 631 3855 64 83 472 440 2136 3182 1068 81 82 2152 2156 843 154 155 54 1601 4169 939 124 79 75 74 130 72 77 internal_value=0.00128711 0.0161397 -0.0180378 0.00807731 0.0154345 0.00265519 0.0454043 0.0504886 -0.0019621 0.00214119 0.0331111 0.0582333 0.0603369 0.0167764 -0.0281292 0.00331916 -0.017577 -0.00158394 -0.0236207 0.100526 -0.0104257 -0.0269665 -0.00500057 -0.0217551 -0.0414031 -0.0432626 -0.0170263 -0.0420309 0.0128541 -0.0449474 internal_weight=2314.23 1308.77 1005.46 1027.22 798.746 329.68 281.552 254.091 306.06 456.7 342.046 205.911 23.6201 48.1796 675.783 270.613 228.472 27.4614 522.895 12.1305 178.037 442.642 80.2535 20.677 35.4468 152.888 10.0745 50.4346 11.4896 142.814 internal_count=30508 16355 14153 13205 10000 4265 3150 2789 3994 5991 4009 2235 271 554 9888 3475 3205 361 7510 135 2444 6416 1094 278 519 2378 149 761 136 2229 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=26 num_cat=0 split_feature=15 19 7 8 31 31 20 8 17 22 33 37 39 37 32 29 43 8 19 37 23 32 43 39 4 split_gain=166.916 93.9669 52.7898 31.7136 33.6466 27.4375 25.964 25.5605 21.0538 18.827 18.4031 16.7801 16.6009 14.3611 14.2115 12.5825 10.0677 8.50237 7.49299 4.42917 3.19032 1.18807 1.50245 0.857093 0.682274 threshold=1.0012500000000004 1.0000000180025095e-35 5383.7900000000009 124.47500000000001 0.70305000000000006 0.6412500000000001 10514.930000000002 30.330000000000002 1.4345500000000004 23426.970000000005 0.9759500000000001 4050.0000000000005 0.37755000000000005 5250.0000000000009 99.195000000000007 1908.7500000000002 492.50000000000006 102.90000000000002 0.069650000000000004 3950.0000000000005 10.500000000000002 80.705000000000013 178.50000000000003 0.49565000000000003 8702.385000000002 decision_type=8 8 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 left_child=1 5 3 4 -3 16 10 21 14 13 -4 -8 -5 15 -7 -9 17 -1 -11 -18 -15 22 -2 24 -23 right_child=7 2 6 12 -6 8 11 9 -10 18 -12 -13 -14 20 -16 -17 19 -19 -20 -21 -22 23 -24 -25 -26 leaf_value=0.0052640940493485049 -0.0026981940905690567 -0.014124904156031371 0.0097400039293869395 0.047032940940305912 0.0031114204467847769 0.055709940752424837 0.062545824032177386 -0.022167821560352161 0.12576621068436897 3.0171050692528622e-05 0.068641759305180058 0.0096473183499055232 0.0058303274931042481 -0.03927199107378327 -0.001401581005755968 8.0205918966044383e-05 0.006980043045937032 0.044500798238691394 0.07626113696331191 -0.042536597845593015 -0.022676282145938823 -0.049815854701407911 -0.037862906544472615 -0.018883927432273021 -0.030134967800930043 leaf_weight=26.349967986345291 5.045074086636304 482.08911692723632 236.53335365653038 45.920104913413525 682.57635436952114 87.479722127318382 50.935380712151527 165.62432933598757 9.4902185425162298 6.323184132575987 13.142734892666338 21.991207033395767 52.381624713540077 91.133622460067272 12.172717086970804 102.00166926905513 8.6288587898015994 29.519933223724365 5.8700289279222488 7.6721979752182952 53.336824718862772 92.264749184250832 9.0601447485387308 5.0005633905529967 12.107828129082916 leaf_count=320 78 6554 2867 537 8763 986 563 2426 111 85 160 254 633 1339 144 1434 101 336 76 91 767 1462 144 79 191 internal_value=-0.000661578 0.00681399 0.00289986 -0.00171181 -0.00402491 0.0408116 0.0209192 -0.0247524 0.0565635 -0.0188265 0.0131219 0.047008 0.0254076 -0.0206752 0.0487394 -0.013701 0.0164745 0.0265014 0.0401068 -0.0171479 -0.0333774 -0.0447596 -0.0266277 -0.0467902 -0.0478879 internal_weight=2314.65 1766.88 1585.57 1262.97 1164.67 181.314 322.603 547.768 109.143 424.29 249.676 72.9266 98.3017 412.096 99.6524 267.626 72.171 55.8699 12.1932 16.3011 144.47 123.478 14.1052 109.373 104.373 internal_count=30501 22420 20331 16487 15317 2089 3844 8081 1241 6127 3027 817 1170 5966 1130 3860 848 656 161 192 2106 1954 222 1732 1653 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=30 num_cat=0 split_feature=0 5 31 11 11 33 5 3 20 29 23 11 13 33 17 31 31 2 1 7 31 17 37 32 7 25 25 14 6 split_gain=231.686 101.642 61.5519 61.5502 51.9629 41.749 31.1807 27.223 25.8351 25.0455 24.6733 23.8653 19.6306 18.9688 16.7084 15.5756 15.5408 14.3721 11.8041 10.4804 8.19734 7.67436 6.93917 6.76153 5.7884 5.01362 4.41961 1.20516 1.20117 threshold=1.0000000180025095e-35 0.27555000000000007 0.75065000000000015 1.0000000180025095e-35 1.0000000180025095e-35 0.67905000000000015 0.10185000000000001 10.500000000000002 818.94500000000005 3844.9000000000005 11.500000000000002 495.87000000000006 1.0594500000000002 0.86815000000000009 1.4238500000000001 0.61365000000000014 0.62735000000000007 843.00000000000011 1.0000000180025095e-35 6542.8100000000004 0.79405000000000014 1.0834500000000002 2150.0000000000005 93.925000000000026 12000.210000000001 36841.69000000001 20873.715000000004 117.105 1.0000000180025095e-35 decision_type=10 10 8 10 10 10 10 10 8 10 10 10 8 8 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 left_child=1 8 4 6 15 23 26 16 10 -7 22 -12 14 -9 -10 -3 -8 19 -6 20 -5 -21 -1 -4 28 -14 27 -2 -19 right_child=3 2 5 17 18 9 7 13 12 -11 11 -13 25 -15 -16 -17 -18 24 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.010678080861640744 -0.0432073446518507 0.019221488488381764 0.019576162485731366 -0.03129683995936821 0.0019033451713172814 0.035770455448706558 -0.013701493388178901 0.02449166629464895 0.023233971284487103 0.066569533641347933 0.034496831343334602 -0.019355316218024703 -0.031403900553654156 0.12473479216838808 -0.0070467729898267082 0.046069215753364416 0.011546808163623114 -0.033144689358633767 -0.026724280423849736 -0.035429373706722202 -0.017281055444809911 0.0037430911609922391 -0.038813675796479929 -0.018348908292997873 -0.0045240207209517706 0.017635023547141832 0.0016664472866156654 -0.0162557613328695 -0.050265696357522628 leaf_weight=30.095551177859306 41.629846915602684 147.63503690809011 17.693733602762222 307.96586119011045 239.83639396727085 219.46571986377239 100.62841106951237 15.265158079564573 123.24197399243712 98.721725516021252 33.658288508653641 49.583718445152044 37.250600088387728 6.4350227266550055 71.000752545893192 87.886979416012764 151.13132951408625 24.049027934670448 41.307868432253599 15.229337733238934 167.90897444263101 53.151111587882042 97.452187266200781 30.52873744815588 9.3136677332222444 5.238728091120719 7.0337909422814837 7.1179325543344012 81.468260731548071 leaf_count=412 616 1676 207 4681 3147 2538 1301 174 1462 1023 416 707 566 60 857 960 1887 400 591 202 2437 716 1404 367 141 72 99 97 1369 internal_value=-0.000136078 0.0134785 0.0233087 -0.0184657 0.0121404 0.0389674 -0.000789 0.00617554 -0.00591662 0.0455205 -0.0186118 0.00251107 0.0053971 0.0586236 0.0121606 0.0294135 0.00142099 -0.0272739 -0.00236493 -0.0237795 -0.0264086 -0.00529404 -0.0323485 -0.0042169 -0.0434446 -0.0249762 -0.034527 -0.0397784 -0.0467583 internal_weight=2318.93 1330.6 883.076 988.328 516.666 366.41 329.241 273.46 447.522 318.187 210.79 83.242 236.732 21.7002 194.243 235.522 251.76 659.086 281.144 544.255 475.875 68.3804 127.548 48.2225 114.831 42.4893 55.7816 48.7478 105.517 internal_count=30585 16405 10509 14180 6374 4135 4234 3422 5896 3561 2939 1123 2957 234 2319 2636 3188 9946 3738 8036 7118 918 1816 574 1910 638 812 713 1769 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=29 num_cat=0 split_feature=0 20 2 11 7 33 2 36 20 11 3 33 2 11 42 44 33 37 40 10 37 19 3 25 37 7 25 26 split_gain=229.366 102.828 60.0768 52.5149 41.4209 27.1085 26.2482 26.1183 20.383 19.1419 18.9835 39.6294 15.5514 14.8142 12.8245 12.8029 12.5838 11.0301 10.948 11.0681 10.7411 10.4517 7.55861 5.94095 5.74715 4.52899 1.88471 0.0170279 threshold=1.0000000180025095e-35 3143.3000000000006 45.000000000000007 1.0000000180025095e-35 651.33500000000015 0.70595000000000008 598.50000000000011 -1.0000000180025095e-35 11687.070000000002 1000.1100000000001 7.5000000000000009 0.89705000000000013 843.00000000000011 11051.620000000001 82500.000000000015 227.50000000000003 0.83725000000000016 1.0000000180025095e-35 7.0000000000000009 0.00025000000000000006 4180.0000000000009 0.057550000000000011 7.5000000000000009 12889.845000000003 2650.0000000000005 12000.210000000001 30000.960000000003 20.500000000000004 decision_type=10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 left_child=1 2 4 6 9 20 10 -6 13 -1 14 -12 15 -7 -2 22 -10 -17 24 -20 21 -3 -5 -22 -4 27 -8 -14 right_child=3 5 18 12 7 8 26 -9 16 -11 11 -13 25 -15 -16 17 -18 -19 19 -21 23 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.0038960374952747728 0.039866442995321029 -0.019631393965733643 -0.01095301295255631 -0.030230139918402704 0.098062145811128876 0.044746041796673859 -0.048325950767735049 0.016634918647056556 0.041249460652703684 -0.02555475153047785 0.011354605885503313 0.14703179459882285 -0.048354725391523981 0.0066962413020178252 -0.005212284020779178 0.032465049068627988 0.087799456301189627 -0.015813650827340507 0.035374371208410617 -0.015938435585324845 0.019227680674325665 0.041919284021486897 0.016232125406613705 -0.040707155370197041 -0.036606616044907135 -0.0088042599819906833 -0.011070396870610857 -0.030172042397408717 leaf_weight=158.78238572180271 15.870106659829615 9.0165936537086946 31.725355379283428 334.65116038545966 9.079972028732298 129.22244508937001 28.723598841577768 637.81121123209596 27.458501040935516 83.210649531334639 30.518278621137142 5.6178747788071624 92.460613410919905 32.720428511500359 240.57320215553045 11.707917619496582 41.738046236336231 173.3000770136714 13.478846479207276 37.252843171358109 5.0400214269757297 22.038045570254329 8.2576069980859739 12.991583433002232 83.821275409311056 9.1896040141582471 5.0352721624076358 8.029753737151621 leaf_count=1963 194 103 467 5130 99 1338 455 7646 255 1180 361 53 1613 372 3070 171 388 2535 184 542 59 241 125 143 1294 140 74 141 internal_value=-6.57788e-05 0.0133451 0.00617291 -0.0186444 0.0113392 0.0402157 -0.00230317 0.0179352 0.0473595 -0.00627369 0.00255235 0.0359735 -0.0269837 0.0371771 -0.00225913 -0.0233218 0.0702495 -0.0125734 -0.0213176 -0.00178827 0.00620284 0.0238374 -0.0290528 -0.023562 -0.0297603 -0.0441943 -0.0433913 -0.0472627 internal_weight=2299.32 1335.39 1055.16 963.935 888.884 280.226 326.338 646.891 231.139 241.993 292.579 36.1362 637.597 161.943 256.443 527.917 69.1965 185.008 166.278 50.7317 49.0862 31.0546 342.909 18.0316 115.547 109.68 33.7589 100.49 internal_count=30336 16274 13375 14062 10888 2899 4207 7745 2353 3143 3678 414 9855 1710 3264 7961 643 2706 2487 726 546 344 5255 202 1761 1894 529 1754 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=30 num_cat=0 split_feature=0 7 3 31 2 11 11 11 2 33 15 27 33 34 24 44 0 43 11 40 20 7 26 7 37 43 7 44 26 split_gain=201.307 92.2556 58.4338 44.7157 34.2881 29.347 26.1503 25.5953 21.9884 46.6545 20.5316 19.3001 18.0105 18.3595 13.638 13.3862 10.0781 8.72022 8.69422 7.95616 7.84368 6.17451 4.85276 8.53208 5.20663 2.8534 1.77302 2.20935 0.454769 threshold=1.0000000180025095e-35 927.65500000000009 7.5000000000000009 0.76185000000000014 843.00000000000011 1707.2050000000002 225.66500000000002 1810.825 230.50000000000003 0.91925000000000012 1.3160000000000003 1.0000000180025095e-35 0.89785000000000015 10.737750000000002 1.3429500000000003 224.50000000000003 14.500000000000002 2038.5000000000002 4990.920000000001 3.5000000000000004 818.94500000000005 356.45500000000004 2.5000000000000004 1697.9900000000002 2350.0000000000005 50.500000000000007 12000.210000000001 771.50000000000011 18.500000000000004 decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 8 10 10 10 10 10 10 10 10 10 8 10 left_child=1 5 4 7 6 10 16 11 9 -5 14 -3 22 -14 -1 -8 -2 -12 -10 -9 25 -22 24 -24 -4 -7 28 -28 -6 right_child=2 3 12 8 26 20 15 19 18 -11 17 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 leaf_value=0.018861098522005758 -0.0062375058433105576 0.012476928057779356 0.034774730147920693 0.034022641934176673 -0.046595789584701459 -0.023236432483850874 -0.030282507702021011 -0.016791575297747156 0.016498001070159082 0.10733573111607023 -0.020743788551721744 0.038038199287496521 0.020799194128182371 0.14829717686170735 -0.0068856699547627425 -0.012062645437375612 0.058159224110717569 0.031895173641698332 -0.037926729620328302 0.0054316603401583776 -0.025184399333234454 0.0064226909203694968 0 0.085966027367702272 -0.0065678248543716306 -0.045062675889969157 -0.038731265384447669 0.0027838474438377815 -0.028755834196263565 leaf_weight=161.77677736803889 304.51301851123571 239.61237004026771 10.133168257772921 311.33470638841391 113.72761990875006 31.984742615371943 289.86193711683154 65.263523481786251 16.497531123459343 22.737040810286999 90.740499723702669 107.54536370187998 6.1847890801727754 5.0839133784174919 74.218017108738422 159.05361813306808 5.1926251836121073 7.6498518548905841 11.614828377962111 101.39584435895085 33.838688213378191 26.810241773724556 5.5001124367117864 5.0131323300302029 22.971477393060923 40.593166548758745 6.2160038165748093 5.1630029901862153 11.604986291378735 leaf_count=1930 4038 2763 125 3226 2021 488 4550 852 209 217 1314 1235 74 51 927 2346 65 98 158 1324 491 346 72 59 290 645 95 79 206 internal_value=0.000299334 0.0127543 -0.0173016 0.0223192 -0.0203828 -0.00516303 -0.016178 0.0127802 0.0357657 0.0393327 0.00274331 0.0204964 0.0323364 0.0861269 0.010748 -0.0238794 -0.00495801 -0.0163211 -0.00634661 -0.00328934 -0.0249169 -0.0112536 0.0167087 0.0448002 0.00658891 -0.0359584 -0.0433923 -0.0207875 -0.0452242 internal_weight=2293.83 1343.61 950.219 876.001 895.333 467.612 758.621 513.817 362.184 334.072 334.385 347.158 54.8866 11.2687 235.995 448.916 309.706 98.3904 28.1124 166.659 133.227 60.6489 43.6179 10.5132 33.1046 72.5779 136.712 11.379 125.333 internal_count=30294 16223 14071 9984 13400 6239 10999 6174 3810 3443 4269 3998 671 125 2857 6896 4103 1412 367 2176 1970 837 546 131 415 1133 2401 174 2227 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=29 num_cat=0 split_feature=6 7 3 43 8 7 37 3 4 13 13 19 43 25 9 19 17 6 26 12 6 44 12 34 37 8 25 21 split_gain=142.517 96.4455 71.9157 48.4162 31.997 31.1424 28.1979 24.1457 22.8583 21.4541 19.4286 19.2092 18.5261 16.5446 14.171 14.1229 12.4005 8.79856 7.2418 9.96437 7.21422 7.05814 5.31653 5.041 4.97361 3.94658 2.4472 1.24119 threshold=1.0000000180025095e-35 1166.6500000000003 7.5000000000000009 711.50000000000011 118.29500000000002 3607.3300000000004 7300.0000000000009 1.0000000180025095e-35 151.79500000000004 1.0071000000000001 1.4267500000000004 -0.14189999999999997 261.50000000000006 5999.6950000000006 1.5000000000000002 1.0000000180025095e-35 37.228550000000006 7.5000000000000009 1.0000000180025095e-35 105.77500000000002 5.5000000000000009 656.50000000000011 93.265000000000015 28.283400000000004 5250.0000000000009 55.655000000000008 6094.9050000000007 1003.2500000000001 decision_type=10 10 10 10 10 10 10 10 8 10 8 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=1 6 4 9 8 18 10 14 15 12 11 -1 -3 -9 -5 -2 -12 -7 24 -20 21 -6 26 -11 -4 -10 -8 -22 right_child=2 3 5 7 20 17 22 13 25 23 16 -13 -14 -15 -16 -17 -18 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.068520352993254319 0.007542996435943976 0.0078129797528322473 0.011093731890646139 0.054050223690568493 -0.0038225370511622983 0.14790176325633306 -0.051730039912371274 0.079629083740628798 -0.045105960607824395 -0.030987381707034869 -0.036546347445065741 0.0012249868155529071 0.026566637659576394 -0.0085805720129772996 0.0047454469627447662 -0.019730973907854766 0.0073091425319045918 0.054767538626775136 0.0092750960036341486 0.070111294680746186 0.061393768557783661 0.030998583084853329 0.0017054191094265552 0.0061385799366905852 -0.035449104878900732 -0.029539284169735669 -0.029656996669065846 0.019358284629455651 leaf_weight=9.9254792928695661 51.123214639723301 288.83699759840965 18.655220262706283 158.36432475596666 88.030859109014273 5.3589206188917142 26.248767521232367 5.3025762140750876 92.863403871655464 29.948101632297039 55.549140926450491 370.56142124161124 244.52953590452671 32.819220390170813 16.510601971298456 552.50141723826528 21.889349758625031 7.9961262159049511 17.67121068388224 10.498771186918018 5.0045863687992078 16.378518261015415 8.7128179520368558 12.27217350900173 7.0906474664807311 97.163680005818605 40.395460080355406 5.0347167104482651 leaf_count=124 668 3488 229 1537 1082 55 406 64 1671 454 924 4803 2809 358 205 7847 340 84 229 114 60 195 110 180 86 1595 605 60 internal_value=-0.000470683 0.0102218 -0.0149623 0.0213192 -0.0186697 0.0345507 -0.00618824 0.0416523 -0.0222317 0.0137271 -0.001483 0.00316859 0.0164538 0.00528299 0.0494771 -0.0174041 -0.0241509 0.100187 0.016673 0.033746 0.00596673 0.00183462 -0.0343214 -0.0201879 -0.00238379 -0.037369 -0.0390609 0.0444291 internal_weight=2297.24 1321.87 975.371 788.584 908.1 67.2709 533.282 212.997 793.652 575.587 457.925 380.487 533.367 38.1218 174.875 603.625 77.4385 13.355 53.9158 28.17 114.449 104.409 75.357 42.2203 25.7459 190.027 66.6442 10.0393 internal_count=30382 16407 13975 9095 13178 797 7312 2164 11781 6931 6191 4927 6297 422 1742 8515 1264 139 658 343 1397 1277 1121 634 315 3266 1011 120 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=0 20 11 18 7 11 1 33 5 19 15 37 7 0 40 32 31 24 17 7 37 24 39 8 32 19 37 24 42 34 split_gain=172.098 70.1191 41.2719 37.2116 29.7962 21.536 18.3714 23.331 17.9453 17.0944 16.1975 15.5062 14.764 13.4773 13.4502 12.676 12.0757 9.54702 10.6245 9.37155 9.03345 8.36159 7.59542 5.05718 7.32146 4.13657 2.55191 4.03301 0.904116 0.343288 threshold=1.0000000180025095e-35 1808.9550000000002 1.0000000180025095e-35 2.5000000000000004 7552.1800000000012 287.10500000000008 1.0000000180025095e-35 0.98045000000000015 0.091950000000000018 0.32285000000000003 1.0000500000000001 6750.0000000000009 1124.9950000000001 18.500000000000004 3.5000000000000004 99.945000000000007 0.78205000000000013 1.0000500000000001 1.0221500000000001 6675.1350000000011 2205.0000000000005 -1.0000000180025095e-35 0.33575000000000005 55.655000000000008 99.965000000000018 0.47415000000000007 3950.0000000000005 1.0606500000000001 111500.00000000001 19.355750000000004 decision_type=10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 8 10 10 8 10 10 10 10 10 8 10 10 left_child=1 3 8 5 11 14 7 -5 26 15 17 12 -3 16 -1 -6 -10 18 -4 -19 -7 -8 -13 28 -25 -11 27 -2 -12 -28 right_child=2 4 10 6 9 20 21 -9 13 25 23 22 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31 leaf_value=-0.01739621996666375 0.0012112196634379291 0.007337009216924751 -0.0070948213910046231 0.0096966299703675051 0.052533657288357211 0.0029142917904827538 0.037343940904854669 0.055687817685136858 -0.0055157900673438055 -0.03151230661232253 -0.030487861837241427 0.0089246369019915731 0.034065048859465923 0.066752540225766488 0.024102689854106185 -0.01309862645095242 0.017237076737630461 -0.023675321628067986 0.056237424197416709 -0.00070769345886487894 -0.034891876194513033 -0.019783406927920594 -0.024154605705689749 -0.029939504113534011 0.026837500240655284 0.019837635570404823 -0.049556695182686045 -0.037416478855407088 -0.046610149510834482 -0.026784157399493403 leaf_weight=35.331341344863176 13.454110905528067 78.918569650501013 34.43236617743969 575.1953498609364 143.79872769489884 18.282525520771742 6.0985654108226299 28.097888045012951 191.853725284338 7.5051562190055829 21.552111398428679 72.712069641798735 155.46576775610447 7.1189592182636252 41.141610853374004 7.2477460950613013 82.544518500566483 309.77718342840672 7.1349108405411235 52.419271185994148 99.678865883499384 66.6985236518085 21.680876821279526 91.319590061903 5.2039079293608657 6.256871722638607 13.195853341370823 11.991448722779753 78.516596201807261 8.6492668166756612 leaf_count=457 197 946 515 6939 1350 268 88 299 2443 76 405 840 1542 73 477 72 996 4934 99 734 1545 1009 249 1579 86 65 210 202 1483 142 internal_value=0.000766426 0.0120697 -0.0158177 0.00351723 0.0271057 -0.0156983 0.00906575 0.0119355 -0.00155318 0.0444471 -0.0236063 0.0182893 0.0251562 0.00325036 0.00488813 0.0492861 0.00134831 -0.0177745 0.00472429 -0.0203762 -0.0290151 -0.0144886 0.00110077 -0.035408 -0.0265834 -0.00806515 -0.0297269 -0.0175299 -0.0435233 -0.0423262 internal_weight=2293.27 1364.11 929.164 870.525 493.586 194.434 676.09 603.293 328.808 164.809 600.356 328.777 234.384 281.517 76.473 151.046 274.398 403.764 41.5673 362.196 117.961 72.7971 94.3929 196.592 96.5235 13.762 47.2907 25.4456 100.069 21.8451 internal_count=30320 16222 14098 11082 5140 2747 8335 7238 4263 1563 9835 3577 2488 3512 934 1422 3439 6282 614 5668 1813 1097 1089 3553 1665 141 751 399 1888 352 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=30 num_cat=0 split_feature=0 5 43 2 11 13 3 20 11 3 3 39 9 7 7 34 3 37 40 14 11 44 25 26 2 11 5 43 20 split_gain=150.915 65.7806 46.6369 39.6557 26.3566 25.3989 21.222 18.7337 25.9022 15.5845 14.6113 15.2094 13.575 11.7293 11.4378 10.2107 10.1474 9.18143 8.72521 7.24118 7.09259 6.84176 3.71352 5.1672 4.15499 4.17507 3.09946 1.03649 0.541651 threshold=1.0000000180025095e-35 0.27295000000000008 868.50000000000011 94.500000000000014 19.500000000000004 1.0010500000000002 6.5000000000000009 1124.0900000000001 648.6450000000001 11.500000000000002 1.0000000180025095e-35 0.44965000000000005 1.5000000000000002 2109.5750000000003 4858.3150000000014 5.0433500000000011 5.5000000000000009 1135.0000000000002 3.5000000000000004 48.665000000000006 1971.4800000000002 319.50000000000006 29533.505000000001 9.5000000000000018 801.00000000000011 225.66500000000002 0.67785000000000006 637.50000000000011 13403.210000000001 decision_type=10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 left_child=1 7 5 4 9 6 -3 8 18 17 11 -4 15 -11 20 -9 -12 -2 -1 -10 -6 -16 24 -24 25 -5 -7 -14 -26 right_child=3 2 10 22 14 26 -8 12 19 13 16 -13 27 -15 21 -17 -18 -19 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 leaf_value=-0.011651664148319127 0.023106616315827902 0.012703437470819588 0.054616615974785544 -0.010444227328142316 -0.016333168153506907 -0.031126899030131119 0.062324819092586636 0.052640911313196662 -0.037974984867838291 0.0099049554965588357 0.0036408348867782384 0.004415371828362517 -0.012068160740033975 0.081193397846080886 -0.014850557051948973 0.0063618357588921736 0.071131197854626821 -0.0063864918267027828 0.017270348012835092 -0.013836876852936913 -0.030823566720944134 0.013157927193153993 -0.033597877348630928 0.02310028186807421 -0.046356685534239675 -0.040747733970995903 -0.0048911114320409708 -0.040310901173461061 -0.021484718667846518 leaf_weight=48.272428244352341 28.522036995738745 690.00073808804154 118.38376349583268 23.650079775601625 192.55830808356404 32.363956198096275 21.390617273747921 11.948341418057678 88.722289931029081 15.581839963793756 37.033879060298204 17.733213268220425 6.3624931909143951 8.6799419522285444 49.032316073775291 164.48826810345054 5.6248526312410823 245.37339978292584 54.26929971203208 51.287918299436569 160.53818261250854 37.566699657589197 9.564593899995085 5.5069848485291013 107.22344730049372 23.88876636698842 18.382140457630157 13.737896513193844 5.5922202318906775 leaf_count=664 361 7867 1039 401 3109 492 226 138 1432 161 363 168 96 74 721 1908 52 3146 662 729 2663 526 167 92 2092 434 251 193 105 internal_value=-0.000611446 0.00981838 0.0172713 -0.0163703 -0.0112502 0.0118396 0.0142879 -0.0061438 -0.0154188 0.000213541 0.0402043 0.0481928 0.0052976 0.0378117 -0.019018 0.00980306 0.0140799 -0.00322416 0.00362573 -0.0293291 -0.0230039 -0.00263188 -0.0376915 -0.0124216 -0.0399439 -0.0263008 -0.0219981 -0.0326036 -0.0453673 internal_weight=2293.28 1380 940.913 913.279 737.853 762.137 711.391 439.089 242.552 298.157 178.776 136.117 196.537 24.2618 439.696 176.437 42.6587 273.895 102.542 140.01 353.096 86.599 175.426 15.0716 160.355 47.5388 50.7461 20.1004 112.816 internal_count=30332 16280 10458 14052 10761 8836 8093 5822 3487 3742 1622 1207 2335 235 7019 2046 415 3507 1326 2161 5772 1247 3291 259 3032 835 743 289 2197 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=30 num_cat=0 split_feature=0 20 15 11 33 3 6 5 3 33 5 33 24 4 42 20 20 25 29 23 22 31 42 43 24 8 25 37 14 split_gain=141.926 65.8932 47.3216 41.2765 23.1895 21.8188 28.2704 20.3943 15.8323 22.6195 15.5489 14.3057 13.8175 12.9196 12.7189 12.1209 11.9709 17.529 12.9463 9.54151 8.53872 7.16029 6.59837 5.17941 6.14326 3.02494 2.95619 2.28222 0.830175 threshold=1.0000000180025095e-35 3198.5250000000001 1.4549500000000004 1.0000000180025095e-35 0.88205000000000011 5.5000000000000009 1.0000000180025095e-35 0.10185000000000001 7.5000000000000009 0.89785000000000015 0.029850000000000005 0.73565000000000014 0.95845000000000014 280.04000000000002 137500.00000000003 8885.1850000000031 10514.930000000002 50009.025000000009 4266.5833500000008 11.500000000000002 10190.860000000002 0.50345000000000006 180500.00000000003 881.50000000000011 4.7569000000000008 69.425000000000026 26663.390000000003 2418.5000000000005 91.175000000000026 decision_type=10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 left_child=1 2 5 7 10 6 -1 26 15 -10 -3 -7 19 21 -12 -9 18 -18 -6 -4 -14 25 -23 28 -25 -5 27 -2 -15 right_child=3 4 12 13 16 11 -8 8 9 -11 14 -13 20 23 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 leaf_value=0.011412627459911865 -0.014059925763236831 -0.047396876947152722 -0.012909419372965783 -0.042919217883898735 0.013759006587033466 -0.0025511582051956209 -0.012025986801273257 -0.0049772586709248947 0.012526000510643009 0.10460523586969545 0.006640340014363086 0.065403352726925573 -0.033147053985434473 -0.045023176908396023 0.03288162771576119 0.027552329811752371 0.094207314400766004 0.0011160727059697055 0.057985941083357473 0.030464090922274117 0.021334136000238375 -0.010308331194198829 -0.02472944595595274 -0.031010305813346267 0.0069271746900813587 -0.018971662821838486 0.0038992379654817868 -0.042232922104236348 -0.0204204475033491 leaf_weight=730.18558502569795 11.817462258040903 7.0844428725540629 40.568973869085312 38.286992631852627 32.432566978037357 10.539716176688669 155.06515422090888 206.56832152232528 29.638187304139137 7.8095913603901854 73.202039547264576 26.145691614598036 107.07550512254238 83.051024027168751 129.57683373242617 32.213605586439371 25.162875838577751 6.4337281212210646 35.465402729809284 17.241848792880774 6.9279413968324652 225.43625749275088 125.6511006988585 60.773872766643763 12.259029440581797 25.271399583667517 5.0240583196282378 30.736163761466742 6.899988777935504 leaf_count=8527 189 93 602 661 334 121 1915 2678 322 58 677 273 1770 1645 1188 378 213 48 337 232 99 3616 2025 1161 216 411 75 514 127 internal_value=0.000232273 0.0101775 0.00439802 -0.0152364 0.0305152 0.00889432 0.00729242 -0.000922824 0.00430075 0.0340801 0.0208814 0.0461977 -0.0196116 -0.0232361 0.0235123 -0.000471299 0.050376 0.0760211 0.0374391 0.000239582 -0.0296361 -0.018443 -0.0155393 -0.0352129 -0.0245672 -0.0339163 -0.0308173 -0.0350263 -0.0434362 internal_weight=2304.55 1403.11 1093.75 901.437 309.358 921.936 885.251 323.807 276.23 37.4478 209.863 36.6854 171.814 577.63 202.779 238.782 99.4946 31.5966 67.898 57.8108 114.003 414.646 351.087 162.984 73.0329 63.5584 47.5777 42.5536 89.951 internal_count=30505 16429 13539 14076 2890 10836 10442 4214 3436 380 1958 394 2703 9862 1865 3056 932 261 671 834 1869 6713 5641 3149 1377 1072 778 703 1772 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=29 num_cat=0 split_feature=0 2 20 2 33 14 6 31 8 20 24 39 5 24 7 32 34 43 43 27 18 8 15 14 7 14 2 22 split_gain=129.738 50.7546 39.6752 38.3534 33.0535 24.844 18.6804 15.1447 17.8866 14.9957 14.5703 11.4945 14.4511 11.0699 9.55058 9.186 8.59587 8.07399 8.00913 7.21466 6.84292 5.94855 5.40504 4.96882 4.29905 1.78398 2.65325 1.62055 threshold=1.0000000180025095e-35 1.0000000180025095e-35 940.47500000000014 550.50000000000011 0.88205000000000011 47.275000000000013 1.0000000180025095e-35 0.7803500000000001 120.78500000000001 10514.930000000002 1.0344500000000003 0.23985000000000004 0.087950000000000014 0.23595000000000002 11614.985000000002 99.805000000000021 62.02640000000001 63.500000000000007 550.50000000000011 1.0000000180025095e-35 4.5000000000000009 94.715000000000018 2.0383000000000004 100.00500000000001 12000.210000000001 88.855000000000004 2000.5000000000002 9005.3650000000016 decision_type=10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 5 7 6 16 -4 8 20 -6 -7 12 -9 17 22 -10 -1 21 -19 -16 -2 -3 -15 -13 25 27 -27 -5 right_child=3 13 4 24 9 10 -8 11 15 -11 -12 23 -14 14 19 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 leaf_value=-0.022606499557819904 -0.028975271213845546 0.074801508389970003 0.018805887817666567 -0.046262675352625682 0.032759661597447275 0.024505147166829791 -0.0043605212359540263 -0.019476319487505625 0.00084962864372350598 0.074866033450668584 0.0021228262363489625 -0.022442152356035229 0.013060634530801694 -0.030641796436039079 0.050632780994399565 0.059796223299829691 0.036767686436946397 -0.030926066962297296 0.019744474296546292 -0.021529410149680989 -0.015219138456590234 0.0037179177183672574 -0.0076172123372792782 0.0055531971529459989 -0.0067817655329510292 -0.0014782627566570367 -0.04476670356137584 -0.013926474146641964 leaf_weight=101.43260449171066 140.45250304043293 5.5794181376695615 445.12313389778137 101.88183821365237 156.18324417248368 97.978530928492546 107.2804767973721 43.294857665896416 66.172120098024607 24.870913274586201 277.11335632205009 68.587846457958221 147.21106232702732 100.82124384492636 6.9667088203132135 6.3705723881721488 5.5374281778931609 14.662302728742363 14.494731318205593 5.23934106528759 275.2509365491569 5.8076362535357475 35.923301767557859 19.734000444412231 9.8974306285381299 7.8911325857043249 5.9321001395583153 5.5952290780842295 leaf_count=1410 2268 79 4545 2150 1574 1067 1206 713 827 178 3392 1003 2072 1615 75 77 70 226 204 64 4326 71 565 260 167 150 108 105 internal_value=-0.000119923 0.00936415 0.0131188 -0.0149537 0.0204351 0.0019575 0.014298 -0.0106418 -0.0159431 0.0389506 0.00803227 -0.00131699 0.00557701 -0.0146365 -0.0209215 0.0068369 -0.0191745 0.0082809 -0.00575117 0.0199944 -0.0199373 0.042178 -0.0247287 -0.016139 -0.0398555 -0.0424358 -0.0221592 -0.0447693 internal_weight=2303.29 1405.01 1215.52 898.272 733.458 482.062 552.404 767.074 488.246 181.054 375.092 278.828 190.506 189.495 148.951 72.5427 106.97 40.5441 29.157 12.206 415.703 11.3871 136.745 88.3218 131.198 121.3 13.8232 107.477 internal_count=30567 16341 13442 14226 7503 5939 5751 11546 7498 1752 4459 4048 2785 2899 2319 904 1480 580 430 139 6594 150 2180 1263 2680 2513 258 2255 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=0 split_feature=0 7 11 44 2 19 11 3 2 11 2 27 24 19 44 0 24 31 4 29 34 19 4 15 24 21 7 13 44 6 split_gain=108.118 43.8308 39.9847 23.5177 23.4241 23.1332 19.9043 19.1921 15.0092 14.5796 14.4686 13.875 13.1459 13.3949 10.7756 11.7151 10.6531 10.5406 9.46892 9.24474 7.61222 7.21949 9.02052 7.06515 5.67433 5.64007 3.83337 2.57153 1.09559 0.535282 threshold=1.0000000180025095e-35 800.03000000000009 1.0000000180025095e-35 309.50000000000006 45.000000000000007 0.017150000000000002 1080.1550000000004 10.500000000000002 778.00000000000011 20420.335000000003 499.50000000000006 4.5000000000000009 1.3328500000000003 -0.57529999999999992 238.50000000000003 5.5000000000000009 1.1013500000000003 0.81275000000000008 3704.4700000000007 4684.5238000000008 13.585750000000003 0.0065500000000000011 6698.7300000000005 2.1711500000000004 1.2642500000000003 1553.4550000000002 12863.275000000003 2.2166000000000006 505.50000000000006 1.0000000180025095e-35 decision_type=10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 6 7 4 5 -3 12 10 14 17 11 -2 13 -1 15 -4 20 -5 -14 -6 -9 28 -23 -16 -18 -11 29 -12 -8 -10 right_child=2 3 8 9 19 -7 21 16 26 25 27 -13 18 -15 23 -17 24 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0288003744012734 0.0075389163752358716 0.033805757662855283 -0.025877983240813862 0.058574940695933143 -0.026129586084969028 0.009649934018320221 -0.03996252783445936 0.029407229157025306 -0.030924448588986783 -0.041017202457788275 -0.044072868517928097 -0.017399913862783289 -0.015730337666597573 0.016167699327926232 -0.0096351390372372454 0.015867435296091852 -0.030437743912851523 0.028306657559519628 0.029463999343055509 0.012476489669385964 0.10636150323259344 -0.016325799249647666 0.041419275630211583 0.042478107677597673 0.03039195403551186 0.0096950143158529845 -0.0046362847442310857 -0.0033002023011622812 -0.010797240341316643 -0.046802186449136834 leaf_weight=17.509754315018654 190.64486027881503 117.6967435926199 289.24892947077751 40.324151314795017 54.917109273374081 620.37337502837181 37.70193574950099 8.1923627406358737 17.851409260183573 6.3373266048729446 22.580612525343899 77.657215483486652 97.945133827626705 156.99785325303674 159.14502612501383 17.043487079441547 5.3076569102704516 116.86365312710404 12.130370475351809 20.565741360187531 6.2333412393927565 91.676745418459177 6.3044965490698806 5.7716410718858233 8.7350530624389631 20.561084549874067 7.3766176141798487 5.1533855348825446 5.0274379663169375 62.205179285258055 leaf_count=289 2407 1109 5040 378 825 6811 711 79 390 70 446 1063 1271 1849 2511 295 57 981 173 274 50 1322 91 102 85 189 126 87 82 1401 internal_value=0.000260709 0.00879003 -0.0134705 0.0145165 0.0108303 0.0135492 -0.00463384 0.000476616 -0.0215675 0.0306342 -0.00332757 0.00026426 0.00296519 0.0114888 -0.0179478 -0.0234947 0.0389755 0.0364243 -0.0104845 -0.0155202 0.0677227 -0.0199504 -0.0121788 -0.00753615 0.00657305 -0.00311565 -0.040595 -0.0370492 -0.0369707 -0.0437486 internal_weight=2306.08 1422.93 883.147 997.639 813.553 738.07 425.294 324.504 558.642 184.086 296.036 268.302 284.583 174.508 471.209 306.292 28.4684 157.188 110.076 75.4829 14.4257 140.711 97.9812 164.917 14.0427 26.8984 87.4332 27.734 42.7294 80.0566 internal_count=30564 16425 14139 10637 9019 7920 5788 4274 9865 1618 4003 3470 3582 2138 7948 5335 271 1359 1444 1099 129 2206 1413 2613 142 259 1917 533 793 1791 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=26 num_cat=0 split_feature=0 44 3 1 6 2 12 11 3 11 11 34 26 3 44 27 0 10 7 36 32 31 44 24 12 split_gain=104.075 45.1941 38.4693 30.7602 29.2257 28.0003 20.9949 19.1538 17.5811 16.3392 15.0367 13.3408 10.9944 11.5045 10.3769 9.84916 6.85663 6.54843 3.8244 3.80599 3.29403 3.2035 4.68304 2.00201 1.28217 threshold=1.0000000180025095e-35 304.50000000000006 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 580.50000000000011 12.475000000000003 1.0000000180025095e-35 6.5000000000000009 318.5800000000001 1.0050000000000001 15.29095 20.500000000000004 1.0000000180025095e-35 227.50000000000003 4.5000000000000009 5.5000000000000009 -1.0000000180025095e-35 12000.210000000001 95.315000000000012 97.125000000000014 0.93925000000000014 565.50000000000011 1.0968500000000001 107.69500000000001 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 8 10 10 left_child=1 3 5 4 9 7 21 15 -6 -1 17 16 13 -8 -9 -2 19 -5 24 -4 -12 22 -3 -18 -7 right_child=2 6 11 10 8 18 12 14 -10 -11 20 -13 -14 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.019420302776259946 0.0049761463068383081 -0.037395685808673126 0.071189626615685161 -0.022383323336269315 -0.014421819690239002 -0.041607084427175284 0.040950027937726827 -0.023702578262307924 0.035469739386314501 0.005351287418080556 -0.018488093024923234 0.088168396473921357 -0.0217265501103443 0.012706103159810614 -0.0078256536523232285 -0.016135891818836009 0.009259919695832548 0.012069999894811048 -0.0064763345625229651 0.0094657713692798129 -0.038484102089944509 -0.047428704076381993 0.021142415188916894 -0.03007725326545151 -0.011902892243074526 leaf_weight=375.22350221499801 191.18149752542377 5.1243004500865945 5.202652703970676 18.307328946888447 180.48665856197476 105.51301128789783 165.23937817662954 287.29754488170147 18.558758817613125 462.4118597060442 44.866431597620249 9.2028341665863973 8.2494167611002904 48.239261168986559 163.91238597780466 76.486552987247705 5.7598968259990198 47.100956752896309 9.8406245894730073 5.1283130794763565 46.784260045737028 6.6070355512201777 6.6903833262622365 5.1958834826946259 5.2635985128581515 leaf_count=3737 2400 64 49 280 2175 2380 1461 5114 185 5574 755 81 105 455 2616 1061 59 653 169 60 839 85 70 58 97 internal_value=0.000171401 0.00844948 -0.0134606 0.0044521 0.00758191 -0.0154842 0.0281981 -0.0117005 -0.00959094 0.0116752 -0.0160921 0.0408193 0.0324709 0.0346801 -0.017976 -0.00107564 0.017087 0.00215962 -0.0377122 0.0445305 -0.0290545 -0.0219971 -0.00479365 -0.00993319 -0.0403595 internal_weight=2303.87 1433.89 869.985 1193.74 1036.68 839.495 240.15 718.878 199.045 837.635 157.059 30.4896 221.728 213.479 451.21 267.668 21.2867 65.4083 120.617 10.331 91.6507 18.4217 11.8147 10.9558 110.777 internal_count=30582 16438 14144 14198 11671 13837 2240 11191 2360 9311 2527 307 2021 1916 7730 3461 226 933 2646 109 1594 219 134 117 2477 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=30 num_cat=0 split_feature=0 7 11 3 3 11 37 32 3 17 25 12 13 15 19 11 34 38 27 0 32 8 34 5 37 5 40 13 4 split_gain=103.556 37.0412 36.2701 27.3456 45.9594 20.116 17.5164 16.2525 15.442 13.4298 13.0945 12.5596 11.0689 10.9639 11.3388 9.48621 9.42028 8.63403 7.96726 7.37045 7.30845 6.64579 6.6365 6.38297 3.69562 3.37635 3.03344 1.65593 0.658468 threshold=1.0000000180025095e-35 683.00500000000011 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1310.8450000000003 1135.0000000000002 92.975000000000009 10.500000000000002 -0.086649999999999991 1923.5300000000002 159.61500000000004 1.0000500000000001 1.0000500000000001 0.00075000000000000012 1588.9850000000001 16.533150000000003 2.5000000000000004 4.5000000000000009 5.5000000000000009 97.125000000000014 51.215000000000011 65.193200000000004 0.42825000000000008 4410.0000000000009 0.65995000000000015 2.5000000000000004 1.8055500000000004 11999.505000000003 decision_type=10 10 10 10 10 10 10 8 10 10 10 8 8 8 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 5 8 4 6 7 -3 9 12 -1 -6 16 18 14 15 -4 -5 -9 -2 -16 25 28 26 -22 -23 -10 -7 -14 -15 right_child=2 3 13 11 10 22 -8 17 20 -11 -12 -13 27 21 19 -17 -18 -19 -20 -21 23 24 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.016214250042096156 0.0042397629547031232 0.040150949580549565 0.065772276667635798 0.1190729996281418 0.054474375164351198 0.0028447865394919886 0.014583288068930828 -0.0095098170896205005 -0.006432188505570373 0.030904620536803169 -0.011769480977428484 0.0050390980928352504 -0.042288778140538795 -0.044759200797469721 -0.020398560439443408 -0.010265561674944614 0.039992368680743989 0.033929525819635202 -0.015098934763787776 0.0094748023431647926 0.01977264154665187 -0.014713520449348611 0.019241103026051472 0.091420143518235991 -0.03617252855598023 0.037905245759711624 -0.028663515616512921 -0.0092109123092780406 -0.018288552765552996 leaf_weight=18.762922242283821 195.30209533125162 73.309879809617996 6.4963115677237484 9.1893495768308657 6.7443430572748175 7.7866240739822379 757.93408152088523 161.19258896633983 11.108992628753191 65.106364317238331 201.11568358540535 7.0218616575002697 18.988019488751892 71.444670502096415 332.93149184063077 8.351351972669363 8.7727591618895513 11.292910922318695 72.043989274650812 21.210422918200493 6.8309421613812429 59.311879459768534 7.8286378905177108 6.5912153571844101 32.7968390583992 5.6460800021886817 97.245727334171534 5.9976750984787932 5.07421526685357 leaf_count=246 2454 738 93 82 80 124 7977 2083 111 780 2185 62 403 1633 5714 125 81 129 1014 352 70 1143 114 51 695 42 1604 106 116 internal_value=-4.15261e-05 0.00818515 -0.0137498 0.0129182 0.0116329 -0.00544001 0.0168897 0.00230119 -0.000471312 0.0202376 -0.00934563 0.0636752 -0.00404094 -0.0216904 -0.0167551 0.0247388 0.0848593 -0.00645777 -0.000989812 -0.0185737 0.0329684 -0.0322976 -0.0229332 0.0592025 -0.0227145 0.00952032 -0.0262757 -0.0352011 -0.0433269 internal_weight=2293.43 1433.3 860.126 1064.09 1039.1 369.216 831.244 256.355 322.509 83.8693 207.86 24.984 292.332 537.617 368.99 14.8477 17.9621 172.485 267.346 354.142 30.1772 168.628 112.861 13.4222 92.1087 16.7551 105.032 24.9857 76.5189 internal_count=30407 16285 14122 11205 10980 5080 8715 3238 4251 1026 2265 225 3977 9871 6284 218 163 2212 3468 6066 274 3587 1842 121 1838 153 1728 509 1749 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=23 num_cat=0 split_feature=2 6 20 6 12 39 11 37 37 11 34 32 19 27 43 0 25 21 24 37 6 22 split_gain=81.6459 63.5695 34.9292 26.3477 21.0841 23.8606 15.7183 13.9299 13.1631 12.6349 12.2682 13.2408 10.4057 9.04874 8.52087 7.55756 5.99684 5.46637 3.7579 6.50383 2.13305 1.98119 threshold=94.500000000000014 1.0000000180025095e-35 19092.265000000003 5.5000000000000009 35.475000000000001 0.35925000000000007 261.34500000000008 6750.0000000000009 7050.0000000000009 327.44000000000005 48.013600000000004 99.405000000000015 -0.19234999999999997 1.0000000180025095e-35 2088.5000000000005 1.5000000000000002 40298.470000000008 132.89000000000001 5.5961000000000007 2418.5000000000005 1.5000000000000002 6487.4400000000005 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 left_child=1 2 4 7 8 -6 13 9 -1 -3 11 -5 -9 15 -4 17 18 -2 21 -20 -17 -8 right_child=6 3 14 10 5 -7 16 12 -10 -11 -12 -13 -14 -15 -16 20 -18 -19 19 -21 -22 -23 leaf_value=0.001414764693245484 -0.016170315032247435 0.00026313895594136177 0.029274678867167777 0.0034808104817038612 0.016156653936346778 -0.0023886991514244439 -0.039927838190004922 0.036002070131647405 -0.029241368517827011 -0.015177584432556252 0.071091093648602707 0.064671274591027561 -0.028923847957812866 0.033894856467363253 0.097595268764735052 -0.014301969673042259 0.010648477876147337 0.0075638714163021072 0.027014401911303828 -0.032129417588523043 -0.045570457073385535 -0.013150428381027611 leaf_weight=133.0313611663878 74.802679751068354 245.39953401684761 9.0139051005244273 88.076963558793068 768.76264000684023 223.00080437585711 142.01052940264344 5.5827919878065577 46.354722540825605 285.27347064763308 8.005682919174431 8.8774114921689016 130.51818903908134 9.1631092540919763 12.625732891261576 9.6112502366304415 6.670161969959735 34.632310897111893 5.8338476158678558 13.668572839349507 20.900413069874048 9.160742308944462 leaf_count=1691 1206 3086 64 1111 8360 2443 2965 67 638 4589 89 104 2009 129 95 201 104 525 109 270 430 176 internal_value=-0.000749887 0.00309919 0.0103323 -0.0080727 0.00912991 0.0119834 -0.0238668 -0.0117437 -0.00659748 -0.00804085 0.0150912 0.00973764 -0.025981 -0.011735 0.0719076 -0.0149774 -0.0339161 -0.00861353 -0.0357387 -0.0137389 -0.0366459 -0.0384351 internal_weight=2290.98 1964.52 1192.79 771.734 1171.15 991.763 326.454 666.774 179.386 530.673 104.96 96.9544 136.101 149.11 21.6396 139.947 177.344 109.435 170.674 19.5024 30.5117 151.171 internal_count=30461 24346 13291 11055 13132 10803 6115 9751 2329 7675 1304 1215 2076 2491 159 2362 3624 1731 3520 379 631 3141 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=27 num_cat=0 split_feature=1 6 20 11 11 33 25 3 36 3 33 44 40 11 7 11 27 11 44 11 13 2 6 44 2 41 split_gain=69.6803 55.3628 32.2405 32.1024 25.3127 24.5355 19.2645 15.4051 15.3596 14.9653 14.7536 14.5691 16.4134 14.4385 12.9168 16.1543 12.6597 11.1914 8.76836 8.15947 6.53203 7.58296 3.73111 8.38156 1.77131 1.55845 threshold=1.0000000180025095e-35 1.0000000180025095e-35 818.94500000000005 19.500000000000004 83.325000000000003 0.78155000000000008 2761.0950000000007 1.0000000180025095e-35 -1.0000000180025095e-35 6.5000000000000009 0.86585000000000012 262.50000000000006 3.5000000000000004 287.10500000000008 12000.210000000001 12763.340000000002 1.0000000180025095e-35 4812.1850000000004 1028.5000000000002 1835.2300000000002 2.2943500000000001 7025.0000000000009 1.0000000180025095e-35 565.50000000000011 351.50000000000006 88.905000000000015 decision_type=10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 left_child=1 2 4 9 6 7 -1 -4 -7 18 -11 19 -13 16 22 -16 20 -6 -3 -5 21 -2 23 -15 -24 -22 right_child=13 3 5 11 17 8 -8 -9 -10 10 -12 12 -14 14 15 -17 -18 -19 -20 -21 25 -23 24 -25 -26 -27 leaf_value=0.036644611818930341 -0.015110045512769874 -0.0032111886843010536 0.0095450751526700451 -0.013519261974467242 -0.0058770672187697971 0.080980527165177674 0.00064537692418023627 -0.021013047906064914 0.021115093444748295 0.011163314847459962 0.065611208947665908 -0.0092617154146282937 0.041636854387177125 -0.03326834840881069 0.063891833788489213 -0.032274194541984477 0.042278655017037932 -0.033498538602032939 0.030554785734569746 -0.030385802608084635 -0.012601840568721955 0.015725496706646271 -0.02061988570320198 0.011846888327124534 -0.047408376774590755 -0.044858203864766355 leaf_weight=60.387633927166462 96.613550949841738 250.70541846379638 213.02062774822116 142.50911508128047 217.97322864085436 10.158588893711565 95.005334284156561 50.049801182001829 504.21801736205816 46.541022378951311 16.43668894097209 117.58609626442194 17.271098244935274 80.364254210144281 6.9735708832740775 8.6631442978978139 9.8048910796642286 43.460260827094316 19.81052802875638 152.78646612167358 6.5437418743968037 24.038149010390043 10.116866443306206 11.098455183207987 61.62897852063179 17.543665662407875 leaf_count=630 1660 3097 2269 2351 2948 94 1000 606 4948 504 130 1803 263 1598 97 140 131 670 221 2627 114 380 205 185 1516 313 internal_value=-0.000212532 0.00338626 0.0101079 -0.00711868 -0.00110043 0.0161173 0.014812 0.00365482 0.0224619 0.00450635 0.0262554 -0.0161326 -0.00244786 -0.0213093 -0.0309673 0.0115754 -0.00997333 -0.010598 -0.000616584 -0.022336 -0.0138131 -0.00884663 -0.0351193 -0.0276709 -0.044035 -0.0371461 internal_weight=2291.31 1957.92 1194.27 763.646 416.826 777.447 155.393 263.07 514.377 333.494 62.9777 430.153 134.857 333.389 178.845 15.6367 154.544 261.433 270.516 295.296 144.739 120.652 163.209 91.4627 71.7458 24.0874 internal_count=30500 24161 13165 10996 5248 7917 1630 2875 5042 3952 634 7044 2066 6339 3741 237 2598 3618 3318 4978 2467 2040 3504 1783 1721 427 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=30 num_cat=0 split_feature=3 3 2 20 4 8 33 31 12 5 39 21 33 42 34 5 42 44 14 32 40 10 11 30 17 20 12 37 10 split_gain=67.1141 48.7216 42.1994 29.5512 22.9256 22.2343 20.7342 16.84 18.7292 16.2309 16.1345 15.2822 14.1124 13.4426 12.2897 10.7884 14.9225 10.1408 9.5004 8.88123 8.71358 10.5083 6.7435 7.41083 6.68161 6.65384 6.40537 2.07824 1.94629 threshold=1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 9855.7050000000036 280.04000000000002 96.085000000000022 0.89605000000000012 0.85235000000000005 58.225000000000001 0.022950000000000002 0.37275000000000008 104.57000000000001 0.8821500000000001 84500.000000000015 24.916050000000002 0.50465000000000015 86500.000000000015 721.50000000000011 71.335000000000022 93.995000000000019 3.5000000000000004 0.00015000000000000004 2904.6600000000003 2.5000000000000004 49.679250000000003 1394.3250000000003 74.865000000000023 3310.0000000000005 0.70320000000000016 decision_type=10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 left_child=2 4 3 5 7 9 15 8 -2 -1 -7 -8 17 -9 20 16 -3 -5 -14 -17 25 -22 23 -16 27 -4 -13 -6 -24 right_child=1 6 14 12 24 10 11 13 -10 -11 -12 26 18 -15 22 19 -18 -19 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 leaf_value=-0.024233929655191517 -0.029682096060482228 0.049683892993129163 -0.039897787703882276 0.037249312322300394 -0.02754795635962546 0.028876634184369566 -0.010791571479637623 0.046522816535625539 -0.0093758841261741659 0.0049832828239509425 0.0050695068120065918 0.03023409350886775 0.085273154332468418 -0.0016901992510179546 0.042510549302796796 -0.00051782888667251429 -0.018090963123733757 -0.00020411723486953227 0.024108178076411493 0.040618052862902397 0.029641965099049823 -0.018809531795255366 -0.044073879252481248 -0.0031993792500970065 0.005706556329731341 -0.01137560398247351 0.089690479409958279 -0.042801034133731791 -0.0040314150079911104 leaf_weight=49.940363850444555 165.1977578625083 8.5093914940953237 64.479997642338276 46.582951467484236 46.550603043287992 174.64038528129458 7.2135482951998737 15.687179215252398 367.43403147533536 704.41818056628108 121.4540151245892 8.7610788121819514 18.749309793114662 106.60453288257122 16.105203177779913 23.262383215129375 54.50232545286417 28.697880547493696 11.284821406006815 28.340113297104836 14.468421779572962 39.328457195311785 5.0114178694784624 17.756108328700066 9.1586461961269361 32.056961879134178 14.934349205344914 79.685810063034296 7.213000226765871 leaf_count=804 2705 103 1296 381 958 1691 122 197 5028 8447 1280 104 138 1474 268 249 702 232 79 310 209 673 91 270 177 545 121 1729 126 internal_value=-0.000620184 -0.0109092 0.00649992 0.0101447 -0.0158071 0.00758807 0.0155824 -0.0118886 -0.0157271 0.00301289 0.019178 0.0512595 0.0352878 0.00478103 -0.0148643 0.00555769 -0.00822704 0.0230906 0.0639699 0.0223216 -0.0217638 -0.00538434 0.00752005 0.0189937 -0.0344982 -0.0306914 0.0700242 -0.0374764 -0.0229164 internal_weight=2288.03 935.842 1352.19 1155.77 790.319 1050.45 145.523 654.924 532.632 754.359 296.094 30.909 105.315 122.292 196.42 114.614 63.0117 75.2808 30.0341 51.6025 150.334 53.7969 46.0857 33.8613 135.395 96.537 23.6954 126.236 12.2244 internal_count=30509 13979 16530 13052 12268 12222 1711 9404 7733 9251 2971 347 830 1671 3478 1364 805 613 217 559 2723 882 755 538 2864 1841 225 2687 217 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=27 num_cat=0 split_feature=0 7 2 44 3 11 27 11 32 6 21 40 17 20 37 7 11 0 5 30 25 29 24 36 18 25 split_gain=62.8955 39.344 26.7854 25.5214 20.8839 15.9891 17.2897 15.681 15.4065 14.9781 13.2525 12.1527 12.8845 12.5148 11.8257 8.93234 8.43601 8.081 7.00347 8.37377 4.85682 5.13804 4.48479 0.890422 2.26988 0.451857 threshold=1.0000000180025095e-35 750.32500000000016 843.00000000000011 330.50000000000006 14.500000000000002 261.34500000000008 1.0000000180025095e-35 225.66500000000002 91.925000000000026 1.0000000180025095e-35 742.59500000000014 7.0000000000000009 2.0624000000000007 1703.8900000000001 6650.0000000000009 9512.3150000000005 142.09500000000003 5.5000000000000009 0.098550000000000013 5.5000000000000009 29533.505000000001 5120.416650000001 1.0968500000000001 97.995000000000019 4.5000000000000009 17401.270000000004 decision_type=10 10 10 8 10 10 10 10 8 10 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 8 4 5 7 6 -3 14 10 -7 16 13 -13 -10 -2 -9 -1 -6 -5 -20 23 -22 -19 24 -4 -25 right_child=2 3 20 18 17 9 -8 15 11 -11 -12 12 -14 -15 -16 -17 -18 22 19 -21 21 -23 -24 25 -26 -27 leaf_value=0.020634097521763338 0.0026429763858381895 0.0068231461895570771 -0.042626279474613414 -0.014629485574160359 0.069137203938056446 0.0044174875196806703 0.028465079186540544 -0.018741386454469912 -0.028375991481370717 -0.020787671353192049 0.062800297456589979 -0.012033330348190036 0.025594442885811333 0.00054831365637329039 -0.022686206897522296 0.0078545277245579744 -0.0089640629338282873 0.034277939499441266 0.035016910268816467 0.0086743072490138139 0.029383931972394989 -0.032201413927426134 -0.02322005041311705 -0.050440817379806782 -0.017444626415194779 -0.026265454220269158 leaf_weight=38.872650761157274 272.78817648813128 275.89459286630154 26.229297012090683 8.7864090837538225 10.243109256029131 382.73846525326371 139.06105590611696 360.08327624574304 142.82340869307518 68.625830374658108 9.1776207908987981 66.981641247868538 33.185492742806673 50.032475899904966 54.376573294401169 33.773740444332361 59.612429495900869 6.435772951692341 142.41276858374476 39.899337977170944 5.0462726019322854 6.6655950173735619 5.220161434262991 33.395659852772951 17.892259411513805 6.9139417968690386 leaf_count=436 3683 2734 703 91 87 4367 1288 6689 2197 914 114 890 429 623 749 508 850 55 1153 308 100 139 53 884 450 160 internal_value=-0.000588064 0.00568482 -0.0114887 0.01074 -0.00823874 0.00706653 0.0141389 -0.00972511 -0.00763701 0.000536738 0.00845332 -0.0135746 0.000513142 -0.0208823 -0.00160794 -0.016434 0.00275823 0.0387688 0.0272437 0.0293578 -0.0362068 -0.0050488 0.0083321 -0.0403607 -0.0331383 -0.0471515 internal_weight=2297.17 1458.1 839.064 1057.42 742.921 866.32 414.956 721.022 400.686 451.364 107.663 293.023 100.167 192.856 327.165 393.857 98.4851 21.899 191.099 182.312 96.143 11.7119 11.6559 84.4312 44.1216 40.3096 internal_count=30654 16394 14260 10855 11824 9303 4022 11629 5539 5281 1400 4139 1319 2820 4432 7197 1286 195 1552 1461 2436 239 108 2197 1153 1044 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=25 num_cat=0 split_feature=2 19 3 20 3 20 5 27 8 42 37 33 37 0 24 2 34 40 34 20 8 25 8 2 split_gain=51.94 42.291 42.4735 34.0997 30.3641 16.8458 15.3137 16.6744 25.9826 12.5676 12.1525 12.0174 11.4782 9.92578 11.9888 9.48597 9.21034 8.77222 5.78447 5.69211 5.10448 4.35528 2.71693 2.20805 threshold=94.500000000000014 0.00075000000000000012 1.0000000180025095e-35 818.94500000000005 5.5000000000000009 19092.265000000003 0.010850000000000002 1.0000000180025095e-35 36.615000000000002 180500.00000000003 1960.0000000000002 0.79435000000000011 3700.5000000000005 1.0000000180025095e-35 0.99995000000000012 6305.0000000000009 46.401150000000008 10.500000000000002 17.786700000000007 6055.5800000000008 39.335000000000008 30900.225000000002 65.175000000000026 823.50000000000011 decision_type=8 8 10 10 10 10 10 10 10 10 8 10 10 8 10 8 10 10 10 10 10 10 10 10 left_child=1 6 3 9 12 -5 20 11 -9 -3 15 -8 -4 14 17 18 -6 -12 23 -16 -1 22 -15 -2 right_child=10 2 4 5 16 -7 7 8 -10 -11 13 -13 -14 21 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.040424813881514449 0.0035802734383858351 0.0041225628759006755 -0.0079987343488901862 0.011084965236978526 0.008513429015383385 0.057249886032710806 -0.0061787572774360394 0.016328512444001419 0.081755379613620116 -0.014306614956638148 -0.0078180625328737527 0.024236675767433019 -0.021994496564069814 -0.04362279765315355 -0.027718245514909486 0.067480341031018562 0.059261681255750036 0.038051841361781094 0.036942738567365387 0.0051239181036091428 0.0085610045245817275 -0.0011212591321669945 -0.026336626476174321 -0.035944347861772204 leaf_weight=11.51223745942116 5.1150502599775853 161.35284255072474 298.8148796223104 620.04033530130982 107.09056094288826 19.552588887512684 43.205311544239521 33.760037232190371 27.922604117542505 213.66728443279862 32.598478011786938 122.98019864782691 292.83377163484693 64.883696798235178 98.909518964588642 5.1493731550872317 8.8824551254510862 14.087761923670767 5.0743058621883383 14.586050771176813 8.4901762492954713 9.777058679610489 48.830232687294483 8.2116399072110635 leaf_count=223 93 2074 4373 6579 1252 137 412 366 270 2808 492 1134 4492 1763 1824 85 93 184 96 170 116 199 1087 170 internal_value=-0.00117762 0.00180525 -0.000975492 0.00557692 -0.0103722 0.0125912 0.0210725 0.0247692 0.0468576 -0.00637427 -0.0202656 0.0163096 -0.0149597 -0.023137 -0.0147226 0.0136515 0.0129164 0.00642622 -0.00385606 -0.0234459 -0.0199767 -0.0338055 -0.0365378 -0.021234 internal_weight=2277.33 1970.11 1722.23 1014.61 707.622 639.593 247.871 227.868 61.6826 375.02 307.223 166.186 591.649 283.673 160.182 23.5504 115.973 46.6862 18.401 113.496 20.0024 123.491 113.714 13.3267 internal_count=30492 24329 21808 11598 10210 6716 2521 2182 636 4882 6163 1546 8865 5719 2670 444 1345 676 359 1994 339 3049 2850 263 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=28 num_cat=0 split_feature=0 7 2 31 11 3 7 11 33 11 32 17 27 20 13 43 23 42 43 37 7 3 9 3 7 4 29 split_gain=60.4669 30.7989 25.36 19.8984 16.9987 16.4985 15.9082 14.8135 13.2223 12.7749 10.5281 13.4959 9.68778 9.41018 9.30177 9.0166 13.5238 8.79616 10.3238 8.3029 8.07278 7.27279 6.93549 6.65587 3.29254 1.32316 1.52136 threshold=1.0000000180025095e-35 927.65500000000009 778.00000000000011 0.73325000000000007 247.38500000000002 5.5000000000000009 16945.110000000004 845.49000000000012 0.83955000000000013 247.38500000000002 90.715000000000018 -0.97204999999999997 1.0000000180025095e-35 1060.2950000000003 1.3073500000000002 595.50000000000011 11.500000000000002 82500.000000000015 1808.5000000000002 3450.0000000000005 7387.0650000000014 10.500000000000002 1.0000000180025095e-35 6.5000000000000009 12000.210000000001 20006.775000000005 6753.0000000000009 decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 7 4 9 17 6 -5 10 -7 12 11 -1 -3 19 -12 23 -17 18 -2 -9 -11 -19 -15 -6 25 26 -4 right_child=2 3 24 5 15 8 -8 13 -10 20 14 -13 -14 22 -16 16 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.019144184604140271 0.00062981190075795464 0.0048975344920754007 -0.042521899335014879 0.013246138192336493 -0.02598961802654794 0.015091977261134457 0.047594325426969404 -0.011173680989745926 0.11563340127162346 -0.0096091545977887629 -0.0010239497931565484 0.028263765005516389 0.025891114507527391 0.0073706665512190787 -0.038852609751445 -0.012699346861532535 0.030161154151647981 -0.0047482000375389626 0.073675904869072883 -0.039485704534761447 0.014287062237529378 0.020178878925231278 -0.030660209915030202 0.027632506333493685 -0.0050953543626637973 -0.010372802355667456 -0.010606590374993207 leaf_weight=18.865438036620617 11.595128916203977 202.75871970131993 73.887528784573078 440.49448471143842 164.63927991688251 6.5138430669903737 35.906496800482273 51.888612050563097 6.6905657202005386 189.73548898473382 196.22862117737532 61.320853110402822 75.184041865170002 49.41761614382267 16.758583057671785 190.07149690389633 19.358143541961908 294.90132022276521 7.4977776408195487 54.358244217932224 42.31584132835269 31.437932547181845 14.711200650781391 5.124011915177106 8.5442028418183309 5.1044683307409278 5.2041598428040734 leaf_count=241 147 2002 2087 4100 3237 54 244 817 49 2480 2374 676 681 615 291 3379 348 4084 85 1036 465 270 269 82 161 114 142 internal_value=-0.000638008 0.00544416 -0.011525 0.0103826 -0.00833703 0.0175749 0.0159397 -0.00519369 0.0709417 0.00344711 0.00161196 0.0169501 0.0106667 -0.0168747 -0.00419146 -0.0156319 -0.00858937 -0.000292766 0.031803 -0.0259385 -0.00518749 -0.00227726 -0.00161368 -0.0241895 -0.0360263 -0.0390098 -0.040643 internal_weight=2280.51 1463.15 817.365 999.599 724.625 489.605 476.401 463.549 13.2044 509.994 293.173 80.1863 277.943 170.376 212.987 379.193 209.43 345.432 19.0929 106.247 232.051 326.339 64.1288 169.763 92.7404 84.1962 79.0917 internal_count=30530 16394 14136 10075 11632 4447 4344 6319 103 5628 3582 917 2683 2737 2665 7046 3727 4586 232 1853 2945 4354 884 3319 2504 2343 2229 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=28 num_cat=0 split_feature=2 3 3 20 14 7 37 26 42 31 7 37 12 27 7 14 14 29 30 41 29 17 10 37 2 34 0 split_gain=49.6507 37.8706 34.3415 21.6987 16.3947 16.1973 15.8934 15.7477 14.5981 13.3972 11.4677 10.3055 9.42058 9.1791 8.55796 8.31084 7.57938 6.56413 6.48544 5.90586 5.11643 4.89132 4.41799 2.43142 1.96941 1.84789 1.81883 threshold=94.500000000000014 1.0000000180025095e-35 5.5000000000000009 916.03000000000009 18.645000000000003 764.81000000000006 5050.0000000000009 1.0000000180025095e-35 84500.000000000015 0.64915000000000012 1697.9900000000002 1960.0000000000002 82.215000000000018 5.5000000000000009 683.00500000000011 36.685000000000009 61.375000000000007 1908.7500000000002 4.5000000000000009 26.135000000000002 2145.5454500000001 0.31655000000000005 0.27420000000000005 3450.0000000000005 750.50000000000011 4.613500000000001 1.0000000180025095e-35 decision_type=8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 8 8 10 10 10 10 10 10 8 left_child=1 3 9 4 23 18 -7 20 -9 12 -6 17 -3 -11 19 25 -17 24 -5 21 -4 -13 -19 -1 -2 -16 -21 right_child=11 2 7 5 10 6 -8 8 -10 13 -12 14 -14 -15 15 16 -18 22 -20 26 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.011308735776781553 0.011188741763709809 -0.029991855753870755 -0.01414045379451186 -0.0003336638647033 0.0077205431230039732 0.023086679951471713 0.0065501614624895984 0.095660081735046879 0.02277797304342237 -0.0010495539365581374 -0.0099142774741863438 0.025942109596258086 -0.009885372257806703 -0.017380248507284587 -0.015180957863423432 0.011334198885681369 -0.016099374772600678 0.068823321541210722 -0.043671352042348427 -0.029452914316656306 0.015516699964705819 -0.023815172922164961 0.0037323687517179039 -0.041537092059735645 -0.025292811137132318 -0.044260180438618291 -0.044953156361838338 leaf_weight=10.95218104124069 5.1645293124020126 126.67317045107484 39.102121729403734 110.12872204184532 279.41553228348494 358.40082880482078 247.38144318386912 6.8292964063584796 74.568356521427631 297.77192454040051 136.22757685184479 6.5363608095794943 111.55434706434608 120.5273708589375 9.7234632559120637 34.465750593692064 85.550637319684029 5.0664851851761323 8.3920668661594373 54.248931158334017 21.754741817712784 13.256505703553556 5.085955323651433 24.712947953492403 8.2997939921915513 22.965081706643105 48.691642763093114 leaf_count=178 93 2216 478 1362 3601 3199 2559 65 778 4136 1600 123 1483 1895 197 702 1513 77 99 1054 229 327 97 440 176 519 1314 internal_value=-0.00088108 0.00199556 -0.00639711 0.00770289 -0.000892659 0.0130595 0.0163639 0.0157849 0.0300402 -0.0112278 0.00191878 -0.019833 -0.0206782 -0.00579718 -0.0225547 -0.0144428 -0.00815125 0.0113332 -0.00378381 -0.0324088 -0.0033785 -0.00668556 0.0399223 -0.0329524 -0.0111477 -0.0364661 -0.0371947 internal_weight=2273.45 1974.39 798.781 1175.61 451.308 724.303 605.782 142.255 81.3977 656.527 415.643 299.055 238.228 418.299 275.438 152.705 120.016 23.6168 118.521 122.733 60.8569 19.7929 10.1524 35.6651 13.4643 32.6885 102.941 internal_count=30510 24318 11280 13038 5819 7219 5758 1550 843 9730 5201 6192 3699 6031 5749 2931 2215 443 1461 2818 707 450 174 618 269 716 2368 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=6 20 14 3 2 6 7 32 33 21 4 2 19 11 24 21 0 34 34 42 11 20 34 32 32 22 44 34 11 11 split_gain=50.083 27.0469 31.6875 23.6079 17.1541 15.2052 13.898 13.4051 12.4256 11.6038 10.9277 11.3627 10.8074 9.16385 9.02247 8.91677 8.67789 10.4435 9.06569 8.298 8.02759 9.83911 6.6266 5.60871 6.58958 4.74912 4.56795 6.80732 1.58916 0.886634 threshold=1.0000000180025095e-35 1829.4800000000002 31.955000000000002 6.5000000000000009 921.00000000000011 11.500000000000002 1580.7600000000002 92.975000000000009 0.70595000000000008 778.54500000000007 25118.360000000004 274.50000000000006 0.069650000000000004 962.71000000000015 1.5220500000000003 640.44500000000005 2.5000000000000004 13.585750000000003 16.533150000000003 86500.000000000015 200.03000000000003 51.675000000000004 8.8327000000000009 98.385000000000005 97.085000000000022 7000.2200000000003 842.50000000000011 7.3659500000000007 1.0000000180025095e-35 7714.3550000000005 decision_type=10 8 8 10 10 10 10 8 10 8 10 10 10 10 8 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 left_child=1 2 20 4 5 13 14 12 23 -9 11 -10 -4 -2 19 -7 18 -18 -8 -5 21 -1 -16 24 -3 -22 28 -28 -6 -25 right_child=3 8 7 6 26 15 16 9 10 -11 -12 -13 -14 -15 22 -17 17 -19 -20 -21 25 -23 -24 29 -26 -27 27 -29 -30 -31 leaf_value=-0.047361184522978578 -0.005877520800705657 -0.0081631991912206013 0.027156267905145887 0.041204853834906734 -0.024042114073000987 0.083537089792339536 0.093971594940169323 0.0058675892761607448 0.019692637987477377 -0.010635320587116316 0.079159759161112064 -0.0085817190209525 0.0064984228296594533 -0.017737265669362075 0 -0.00084092183945788505 -0.025781341077922355 0.046821570154024252 0.024415164674521071 -0.021418160437641932 -0.032944169247608603 0.018705513364552596 0.072041151696597874 -0.012880036977772048 0.021551934213451366 0.010978297735755128 -0.037417286924224059 0.033291300315622441 -0.044657247610386697 -0.046000362400595241 leaf_weight=6.698668364435437 415.11162127181888 49.713451098650694 85.613073945045471 5.1648593582212916 18.431499447673559 5.8384237699210617 9.1203563436865824 239.43894717097282 399.13611503690481 190.09179726615548 6.3721323423087588 38.182290390133858 243.05845794454217 270.8473905082792 6.3634606376290304 5.5255388915538797 8.957795340567829 8.8589121717959625 11.004115264862774 36.710662923753262 87.513268059119582 20.00202858261764 5.2200009934604168 5.0295955166220647 28.459161996841431 5.9708298332989207 6.3217463940381986 5.3438245430588722 47.34030045568943 6.1094540376216173 leaf_count=85 5916 515 1016 57 416 74 76 3195 3441 2331 72 571 2833 4887 81 65 98 83 99 442 1684 269 63 60 300 109 178 116 1367 96 internal_value=0.000172553 0.00598178 0.000580319 -0.00928367 -0.0121242 -0.00960409 0.0146105 0.00437506 0.0148563 -0.00143201 0.0182758 0.0171986 0.0119606 -0.0105866 -0.00181757 0.0453556 0.0373382 0.0106227 0.0591309 -0.0127968 -0.0231566 0.000838812 0.0353391 -0.00209033 0.00272718 -0.0299994 -0.0343419 -0.00456085 -0.0394017 -0.0337505 internal_weight=2277.55 1411.39 878.387 866.161 774.76 697.323 91.4002 758.202 533.002 429.531 443.691 437.318 328.672 685.959 53.459 11.364 37.9412 17.8167 20.1245 41.8755 120.185 26.7007 11.5835 89.3117 78.1726 93.4841 77.4374 11.6656 65.7718 11.139 internal_count=30595 16577 11522 14018 13019 10942 999 9375 5055 5526 4084 4012 3849 10803 643 139 356 181 175 499 2147 354 144 971 815 1793 2077 294 1783 156 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=28 num_cat=0 split_feature=6 7 15 3 37 31 26 13 6 31 7 33 17 37 5 12 6 7 37 10 42 22 32 15 31 8 8 split_gain=50.0115 28.2852 25.7295 21.9672 20.879 19.8497 15.5441 14.0029 11.4198 10.8765 10.7017 11.4308 10.3858 9.833 9.64733 8.83268 8.58312 6.62989 6.41443 6.36944 6.31202 5.9664 4.89847 4.38618 3.29094 2.42883 0.854126 threshold=1.0000000180025095e-35 1166.6500000000003 1.0000500000000001 7.5000000000000009 7050.0000000000009 0.86955000000000016 1.0000000180025095e-35 1.4267500000000004 9.5000000000000018 0.87925000000000009 1460.3800000000003 0.77545000000000008 -1.0560999999999998 6750.0000000000009 0.60655000000000014 93.265000000000015 8.5000000000000018 15341.220000000003 4315.0000000000009 0.80745000000000011 105500.00000000001 14822.105000000001 97.00500000000001 3.6434000000000002 0.38435000000000002 65.175000000000026 81.885000000000005 decision_type=10 10 8 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 8 10 10 8 left_child=1 4 3 8 7 10 24 12 13 14 18 -12 -1 -2 -7 25 -8 -11 -3 21 -10 23 -17 -4 -5 -6 -9 right_child=2 5 19 6 15 9 16 26 20 17 11 -13 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.02527829801492288 -0.006595114294732975 0.037356096504953494 -0.015075957967415661 -0.039191581497253047 -0.03867057139900288 0.028224770835280463 0.061641183202387498 -0.04353694855076258 -0.0025055282121649448 0.01674471113252991 -0.008381623709602477 0.0086384668433242742 0.0049924413314311735 -0.022833519161953225 0.094624022159558452 -0.017536798270020453 0.015760207999665935 0.052189915880510744 0.0048298068057022296 -0.04502395238096478 0.056541227135645349 0.02338970800260938 0.042893854185425351 -0.03545763982786454 0.00099667914565897586 -0.015126734565626299 -0.015590164675392832 leaf_weight=29.554319370537996 487.45536562800407 44.455970274284482 64.14124209433794 5.3601586818695095 53.230010690167546 14.455287272110583 20.998064838349819 16.136039832606912 7.6986890323460129 113.38724764622748 118.71861336007714 556.79432749189436 385.11396413855255 115.33090016618371 9.7068079374730569 5.8339479826390725 21.408420819789171 14.583107046782969 23.805081920698285 40.389686809852719 9.2196136601269227 6.109286591410636 5.6169825568795204 49.264178475365043 24.271494559943676 17.015296377241611 5.8595541380345848 leaf_count=375 7330 493 1439 57 999 126 204 353 94 999 1281 5823 5136 1905 78 68 185 95 286 1008 111 104 70 1213 270 245 107 internal_value=-0.000170071 0.00559088 -0.00973805 -0.005531 -0.00369366 0.0109665 0.0204013 0.000656434 -0.00858158 0.0273816 0.00756996 0.0056319 0.00276733 -0.00974296 0.057799 -0.026732 0.0394906 0.0211961 0.0263187 -0.0277591 0.0307526 -0.0215578 0.0127687 -0.0242062 -0.00715198 -0.0333302 -0.0373112 internal_weight=2265.91 1414.27 851.647 691.743 518.36 895.906 72.0381 436.664 619.705 152.132 743.774 675.513 414.668 602.786 24.1621 81.6962 42.4065 127.97 68.2611 159.904 16.9183 119.515 11.4509 113.405 29.6317 70.2453 21.9956 internal_count=30454 16534 13920 10156 7353 9181 716 5971 9440 1298 7883 7104 5511 9235 204 1382 389 1094 779 3764 205 2756 138 2652 327 1244 460 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=28 num_cat=0 split_feature=0 1 33 31 13 12 32 24 31 0 34 11 44 31 40 5 37 24 25 23 29 10 24 34 44 25 40 split_gain=52.1968 25.4335 25.2366 22.7967 18.752 17.0471 16.4455 14.636 15.0294 11.6298 10.9555 10.6225 16.9281 10.8093 9.73088 9.69092 11.0459 8.79571 7.20375 6.82254 6.07927 3.99461 2.9518 4.08481 2.40993 2.327 0.771971 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.77545000000000008 0.60155000000000014 1.0000500000000001 32.580000000000005 93.995000000000019 1.0000500000000001 0.73915000000000008 11.500000000000002 13.295950000000001 5156.0300000000016 382.50000000000006 0.81275000000000008 10.500000000000002 0.76215000000000011 2150.0000000000005 1.2642500000000003 6000.2900000000009 5.5000000000000009 1285.6428500000004 0.80745000000000011 2.8329500000000003 11.197750000000001 529.50000000000011 32471.420000000002 10.500000000000002 decision_type=8 10 10 10 8 10 8 8 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 left_child=1 2 6 10 7 -5 19 15 9 -9 -4 12 14 -14 -3 16 -2 -10 -17 -1 -8 22 25 -24 26 -6 -13 right_child=4 11 3 5 21 -7 20 8 17 -11 -12 24 13 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=0.045824672533159617 0.068101434467194383 -0.022288659200747601 -0.023894577328337503 -0.0060706812189497798 -0.030000452665663781 0.020830031702382949 -0.00057992653649337677 -0.022865308743802968 -0.010262985004876029 0.026469977402935604 0.0045643654683538521 -0.048197451684707543 0.086488007942396833 0.0049444392921430894 0.0074100162448440671 -0.021155654868141742 0.010700003384623843 0.0092813963559681186 0.0044721092291773379 0.0062470459229163645 -0.017105791923070966 -0.046602284354691562 -0.027129969952810369 0.030574203964766202 -0.012478078943863762 0.0033541986423449954 -0.018662790360902969 leaf_weight=10.72701035812497 9.5494443103671056 82.239111747592688 38.570107813924551 65.360936783254147 62.971715537831187 538.1299249753356 89.274912338703871 244.03215938434005 157.93317137844861 11.654847782105206 231.36668626591563 22.020021712407473 6.3414701558649567 9.7121137939393503 40.327716987580061 37.755917523056269 45.197082567960024 89.118126390501857 92.377062566578388 174.84616824612021 149.94570232927799 27.998490210622549 5.2498631160706264 5.0115570221096277 9.8708008192479593 5.1974816620349875 5.0794748254120341 leaf_count=116 127 1439 459 720 1801 4919 1071 4543 2617 136 2481 495 69 120 601 509 624 1449 1148 1957 1679 816 132 138 144 111 107 internal_value=-0.000334309 0.00523056 0.00764984 0.012508 -0.010663 0.0179031 -0.00233327 -0.00760515 -0.012025 -0.0205026 0.000406351 -0.01257 -0.00606025 0.0406316 -0.0124957 0.00438686 0.0218443 -0.00318364 -0.00302986 0.00879497 -0.0109874 -0.030118 -0.0236578 0.000820498 -0.0360443 -0.0273734 -0.0437007 internal_weight=2267.86 1473.81 1298.22 873.428 794.047 603.491 424.794 687.618 502.738 255.687 269.937 175.591 138.62 16.0536 122.567 184.88 54.7465 247.051 130.133 185.573 239.221 106.429 78.4306 10.2614 36.9703 68.1692 27.0995 internal_count=30528 16377 13402 8579 14151 5639 4823 11153 8745 4679 2940 2975 2229 189 2040 2408 751 4066 1657 2073 2750 2998 2182 270 746 1912 602 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=30 num_cat=0 split_feature=0 15 11 33 31 3 29 5 44 21 17 34 42 44 25 44 17 31 7 3 19 31 17 36 24 36 37 19 5 split_gain=49.1517 25.0779 24.6415 16.5577 21.0343 14.7485 14.0837 12.6308 9.90458 9.18283 9.25936 9.17593 8.82555 8.37938 7.80308 7.58437 13.6075 7.41487 7.43852 7.39337 7.37991 6.84133 5.91891 5.12243 4.47012 4.40646 3.25236 2.82882 2.0821 threshold=1.0000000180025095e-35 1.4549500000000004 1.0000000180025095e-35 0.76205000000000012 0.62445000000000006 5.5000000000000009 2500.2500000000005 0.057350000000000005 1028.5000000000002 6086.8250000000016 -1.44885 13.585750000000003 180500.00000000003 1502.0000000000002 18002.900000000005 298.50000000000006 2.3661500000000006 0.42235000000000006 37.640000000000008 6.5000000000000009 0.081550000000000025 0.80085000000000006 3.9629500000000006 96.385000000000005 0.11375 97.365000000000023 2924.3400000000006 -0.79804999999999993 0.69315000000000015 decision_type=10 8 10 10 8 10 8 10 10 10 10 10 10 10 10 8 8 10 10 10 10 10 8 8 8 10 10 8 10 left_child=1 3 7 9 11 -6 20 26 19 10 -1 -5 17 -10 25 21 -17 28 -19 -9 27 -8 -16 -22 -11 -14 -2 -3 -4 right_child=2 6 12 4 5 -7 15 8 13 24 -12 -13 14 -15 22 16 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.022916178911389733 -0.0042776117890392026 -0.011226727894684927 -0.045054644365435485 -0.017244127179707382 0.014471517486132719 0.054373892139899016 0.0024185687034217408 -0.0037482608918648487 0.064459018973173202 0.0097023946858711182 0.0033838346702316532 0.0043427568901733158 -0.025047387814232644 0.0035617351523687633 -0.014354778041637159 -0.0035572433685440866 0.091722606288177674 -0.036028306542705203 -0.0071654260341183114 0.017267868002512954 0.030719407323354805 -0.033093730903865352 0.038401200833478775 -0.020856932927921675 -0.037037953898332178 -0.044295427113140072 -0.042589817882143159 -0.038284537668042518 -0.0087024460525910851 leaf_weight=36.33535860106349 8.3696752842515725 13.412870559841393 20.227416412904862 60.639881931245327 581.86574951931834 23.401671040803194 61.791497066617012 214.64616039767861 10.611534908413889 5.7786043249070644 321.13837293721735 243.47048864141107 98.650728512555361 11.60177196934819 27.509482495486736 9.4536562338471395 5.0339436009526244 23.913236266002059 237.83210817165673 50.913880471140146 7.7446325719356537 16.265939040109515 5.5219824593514195 9.6775641087442654 24.035376891493801 48.972283476963639 19.296686924993992 59.26407428830862 5.9639585930854073 leaf_count=438 170 234 472 758 5380 177 988 2892 119 59 3663 2582 2163 130 537 108 52 598 4657 490 103 285 100 144 239 1205 426 1144 117 internal_value=-0.000766264 0.0045951 -0.0108814 0.00704227 0.0107269 0.0161097 -0.0126948 -5.69326e-05 0.00306987 -0.00160193 0.000640156 0 -0.0181418 0.034392 -0.0268275 0.00098064 0.0330111 -0.0126011 -0.00994848 0.000311915 -0.026653 -0.00524339 -0.00451921 0.00222171 -0.0277955 -0.0317214 -0.0317275 -0.0335789 -0.0375853 internal_weight=2263.34 1479.31 784.031 1296.67 909.378 605.267 182.644 315.44 287.773 387.288 357.474 304.11 468.591 22.2133 180.654 92.545 14.4876 287.937 261.745 265.56 90.0991 78.0574 33.0315 17.4222 29.814 147.623 27.6664 72.6769 26.1914 internal_count=30430 16354 14076 13296 8897 5557 3058 4227 3631 4399 4101 3340 9849 249 4005 1433 160 5844 5255 3382 1625 1273 637 247 298 3368 596 1378 589 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=29 num_cat=0 split_feature=12 6 31 7 15 9 32 37 31 19 3 26 7 19 42 7 6 2 37 12 3 21 40 12 8 42 37 20 split_gain=38.6929 25.7245 22.7624 15.2438 16.9408 14.3816 13.7864 12.4812 11.2812 10.6594 9.97757 12.579 9.58971 14.1112 9.50128 25.2827 10.7282 9.49547 9.47334 8.77554 7.89884 5.44344 5.43086 5.57721 5.29141 5.75685 4.85973 3.76112 threshold=42.035000000000004 1.0000000180025095e-35 0.71575000000000011 1295.9400000000003 2.4197500000000005 1.0000000180025095e-35 96.645000000000024 7750.0000000000009 0.8458500000000001 0.057550000000000011 1.0000000180025095e-35 1.0000000180025095e-35 4959.5850000000009 0.048050000000000002 84500.000000000015 10294.520000000002 6.5000000000000009 29050.000000000004 7300.0000000000009 32.580000000000005 11.500000000000002 196.25000000000003 3.5000000000000004 10.785000000000002 79.315000000000012 123500.00000000001 1580.0000000000002 3254.0050000000006 decision_type=10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 8 10 10 left_child=5 2 6 18 -5 8 9 14 10 -2 11 -1 19 -14 15 -3 -16 22 -4 -10 -12 -8 26 -24 27 -26 -7 -9 right_child=1 7 3 4 -6 17 21 24 12 -11 20 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 leaf_value=0.010389585641598025 0.020380774784446051 0.004138620585513033 0.0070704167345083868 0.019052340631096523 0.097267920666740643 0.0011919357274643725 -0.031368973047893579 -0.03811644936137519 -0.0085717864989942327 0.00071595902872143317 -0.029192851696508378 -0.020522930556022008 0.069442184023951289 -0.015394399190546249 -0.006197715874132083 0.10114791457658044 0.016826089939138717 0.033408652367066534 -0.031319848853210014 0.027157614621092681 0.014442849009779841 -0.0073490771369214688 0.02369871792693035 -0.023734717741145831 -0.035314236130312926 0.0033048836096063287 -0.040749602334186327 -0.005992257665148791 leaf_weight=68.96124355494976 92.022868033498526 45.477594366297126 202.43663525953889 390.74338451586664 6.1532768569886676 7.2710703816264859 28.680876517668366 41.516284313052893 81.011541072279215 268.41443990543485 97.803450483828783 61.048128876835108 11.507509045302866 7.4196537509560612 430.70633727498353 6.9275229051709166 56.257688647136092 5.2528114076703778 16.428377373144031 20.729453008621931 10.8236649595201 125.56189644150436 7.3940211329609182 22.786965889856219 12.389528494328259 33.391360264271498 76.120213374495506 12.624663351103662 leaf_count=876 1015 646 2378 3426 74 157 408 801 1136 3113 1772 951 111 73 6916 78 636 92 231 258 106 1469 154 449 180 504 2034 215 internal_value=0.000260846 0.00367372 0.00820593 0.0146847 0.0205189 -0.0123423 0.000431655 -0.00433297 -0.00729677 0.00579289 -0.0135836 -0.00413361 0.00510461 0.0368308 -0.0013009 0.0187099 -0.00349856 -0.0273692 0.00403669 -0.00104988 -0.0247073 -0.012021 -0.0304909 -0.0115663 -0.0204752 -0.00757107 -0.0370626 -0.0309609 internal_weight=2247.86 1769.73 1130.44 615.762 396.897 478.13 514.68 639.291 359.305 360.437 238.636 130.009 120.668 18.9272 539.369 52.4051 486.964 118.825 218.865 101.741 108.627 154.243 113.572 30.181 99.9218 45.7809 83.3913 54.1409 internal_count=30259 22090 12114 6109 3500 8169 6005 9976 5283 4128 3705 1827 1578 184 8276 724 7552 2886 2609 1394 1878 1877 2794 603 1700 684 2191 1016 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=22 num_cat=0 split_feature=1 6 11 43 40 19 14 25 29 43 32 7 19 37 8 7 24 7 43 13 7 split_gain=32.3307 25.6526 18.8307 16.6654 25.835 16.1866 15.9096 11.6052 13.062 10.6862 9.28638 10.9284 9.03315 8.46974 10.5902 8.44704 7.27391 6.63074 3.19691 4.41891 2.05646 threshold=1.5000000000000002 1.0000000180025095e-35 318.5800000000001 613.50000000000011 7.0000000000000009 0.18095000000000003 47.275000000000013 4600.1100000000015 525.21425000000011 18.500000000000004 98.125000000000014 710.0150000000001 0.00075000000000000012 4315.0000000000009 77.445000000000007 347.55000000000001 -2.3535999999999997 12863.275000000003 306.50000000000006 1.3123500000000001 842.46000000000015 decision_type=8 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 8 10 10 left_child=1 3 10 4 6 -6 -1 15 -9 -2 11 -3 -12 16 -15 -5 -4 18 19 -11 -20 right_child=9 2 13 7 5 -7 -8 8 -10 17 12 -13 -14 14 -16 -17 -18 -19 20 -21 -22 leaf_value=-0.025358295089541866 0.028031102905568452 -0.016176657175495573 0.044107413949595137 -0.020260746950112603 0.014359817877809357 -0.0091526710135294738 -0.0018563228637607215 0.084985585620017789 0.017131637666785247 0.015437898485024987 0.040044551033626509 0.0039471649645268668 0.0058148408529344053 -0.02915309024551423 0.0045545587195305179 0.0090343037587497874 -0.0089044871180165089 0.0085710120843821621 -0.048077227969664862 -0.03819218211177712 -0.029288863538243094 leaf_weight=89.591178849339485 7.5528905354440212 96.310258578509092 5.6548315528780213 34.115514339879155 395.1332103703171 88.789473483338952 354.8763399720192 6.3775305040180674 315.00366768613458 7.0193281807005423 26.037250807508826 218.51359108649194 70.324431277811527 120.97123484127223 28.19324610568583 81.194646261632442 224.39752932824194 9.2064500935375673 36.149790400639176 6.3775920029729605 41.451229531317949 leaf_count=1510 136 1506 110 500 4596 962 3984 62 2774 157 381 2650 900 2539 511 874 4093 140 983 142 961 internal_value=0.000343899 0.00168738 -0.0054734 0.00583821 0.0020376 0.0100255 -0.00665112 0.0138836 0.0187531 -0.0262525 0.0019281 -0.00222497 0.0154315 -0.013496 -0.0227609 0.000224442 -0.00739452 -0.03063 -0.0347005 -0.0106248 -0.0386052 internal_weight=2263.24 2155.48 790.402 1365.08 928.39 483.923 444.468 436.691 321.381 107.757 411.186 314.824 96.3617 379.217 149.164 115.31 230.052 100.204 90.9979 13.3969 77.601 internal_count=30471 27952 12690 15262 11052 5558 5494 4210 2836 2519 5437 4156 1281 7253 3050 1374 4203 2383 2243 299 1944 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=31 num_cat=0 split_feature=3 3 1 4 37 24 8 36 26 5 34 12 42 31 40 24 29 24 3 43 30 15 37 33 14 12 22 44 17 32 split_gain=40.354 29.64 22.6633 17.474 15.5799 15.452 23.4189 12.6638 12.5483 10.9385 10.6557 10.0931 9.72966 8.27283 11.0461 8.18767 9.7961 7.45571 9.61724 7.76924 6.47783 6.22487 9.6094 6.07031 7.71014 6.59821 5.35393 4.08642 3.38685 6.38823 threshold=1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 300.40500000000003 4130.0000000000009 1.49455 35.305000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.40735000000000005 24.916050000000002 65.75500000000001 84500.000000000015 0.85875000000000012 3.5000000000000004 0.23595000000000002 3600.3750000000005 1.0990500000000003 11.500000000000002 77.500000000000014 2.5000000000000004 1.4403500000000002 4734.5000000000009 0.8932500000000001 56.115000000000002 70.695000000000007 7000.2200000000003 29.500000000000004 2.8259500000000002 97.335000000000022 decision_type=10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 left_child=2 3 5 4 12 6 8 -8 -1 17 15 -6 -2 20 -15 16 -4 18 -3 -19 -7 22 -12 24 -11 -25 -17 -23 -5 -30 right_child=1 9 10 28 11 13 7 -9 -10 23 21 -13 -14 14 -16 26 -18 19 -20 -21 -22 27 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.0059980346893963423 0.019168319302205781 -0.011636401973115433 -0.011036657225397402 -0.034920969440201538 -0.031845728772885981 0.0057855042931234365 0.064688431429512402 0.014381362505541066 -0.016075212140458955 -0.039161306931812447 0.030559449382406973 -0.010726467633304738 -0.0057611154043673962 0.0017106847445534522 0.062705942950074325 -0.027993818817677835 0.052466044741051134 0.02726190245766329 0.041956326233996755 -0.037170965572908797 -0.015065598509063036 0.0024833260012032919 -0.032835536748803247 -0.0039124701043072854 0.0191263753049285 0.055237115140372321 0.01553417225933097 0.04780284828630494 0.017102333736612681 -0.035781445985203386 leaf_weight=182.58550830185413 43.300899205729365 19.067592009902 24.925969708710912 90.630114318802953 94.382071668282151 51.777176689356565 11.898738920688627 691.54012168943882 98.094858027994633 5.271678924560546 8.95503809861839 145.81079109571874 332.53061621077359 33.660196006298065 8.6123907677829248 96.432985752820969 6.9208856783807269 5.0349476188421276 13.371022520586846 21.492226568982005 125.34591314196587 8.7986768092960137 13.93218878097832 5.6799374595284489 60.207294020801783 20.496494069695473 6.8434301838278762 11.62488275580108 9.6658359598368424 11.317373946309088 leaf_count=2120 573 312 445 2392 1787 720 106 6890 1282 57 139 2077 4996 358 89 2074 102 60 131 280 1482 160 270 64 602 156 122 175 211 279 internal_value=-3.01697e-06 -0.00838035 0.00531956 -0.0125614 -0.00922104 0.00778833 0.0104629 0.01533 -0.00172827 0.0117348 -0.0112548 -0.0191435 -0.00283239 -0.00417924 0.015415 -0.0181544 0.00378854 -0.00495437 0.0108988 -0.0242137 -0.00894401 0.0100823 -0.00758087 0.0224632 0.01384 0.0425468 -0.0249403 0.0295394 -0.030708 -0.0115235 internal_weight=2260.21 878.259 1381.95 727.638 616.024 1203.51 984.119 703.439 280.68 150.621 178.434 240.193 375.832 219.396 42.2726 135.123 31.8469 58.9658 32.4386 26.5272 177.123 43.3108 22.8872 91.6554 65.479 26.1764 103.276 20.4236 111.613 20.9832 internal_count=30511 13977 16534 12315 9433 13047 10398 6996 3402 1662 3487 3864 5569 2649 447 2743 547 783 443 340 2202 744 409 879 659 220 2196 335 2882 490 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=28 num_cat=0 split_feature=0 2 37 34 42 33 19 8 12 7 11 31 37 40 10 37 25 33 22 34 27 25 14 42 31 42 40 split_gain=29.8779 20.7256 13.4425 13.7439 12.3336 13.3987 10.8426 9.60383 9.42772 9.3346 17.5782 14.8857 11.589 11.0662 9.40011 8.71029 7.13436 7.10841 7.10528 6.45138 6.28762 4.77685 4.53777 3.28714 2.89334 1.87417 1.251 threshold=1.0000000180025095e-35 778.00000000000011 7300.0000000000009 63.752400000000002 84500.000000000015 0.89705000000000013 -0.013949999999999999 35.305000000000007 125.37500000000001 1104.4650000000004 1056.4550000000002 0.62445000000000006 1515.0000000000002 10.500000000000002 3.4976000000000007 5050.0000000000009 8999.9950000000008 0.88145000000000007 6700.4550000000008 25.169650000000001 1.0000000180025095e-35 29533.505000000001 70.355000000000004 187500.00000000003 0.79575000000000007 91500.000000000015 3.5000000000000004 decision_type=8 8 10 10 10 10 8 8 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 10 8 10 left_child=2 4 9 7 5 15 19 23 -8 10 13 14 -13 -1 -11 -2 22 -18 -12 -6 -9 25 -5 -4 -23 -3 -27 right_child=1 21 3 16 6 -7 8 20 -10 11 18 12 -14 -15 -16 -17 17 -19 -20 -21 -22 24 -24 -25 -26 26 -28 leaf_value=-0.00060713657132214919 0.015229026757980766 -0.011748947977055673 -0.010854057275886782 0.072925631896579399 0.0039573224651457475 0.070911857301484194 -0.012088045639678233 -0.016104983737040453 0.0043945309088935566 -0.0032781512624434962 -0.01737677474293723 0.034173657452916881 0.011715797112163967 0.018191900113875382 0.048815764222978245 -0.03723517325501368 -0.007311514080287654 0.022905093521472242 0.027143345367051049 0.045188722028786724 0.0046603058843707216 0.021315752234380887 0.0083523636164594909 -0.037868939113444071 -0.026375218334753203 -0.044308984537852203 -0.02081071472784906 leaf_weight=184.78825750946999 44.026496168226004 7.9266871102154246 17.909953311085701 6.0049703475087863 34.688905447721481 8.4834511578083021 476.43775941245258 70.93128427490592 104.97527501732111 204.46273298189044 124.35022390633821 65.559572357684374 459.50394650548697 134.12078157439828 8.0368085205554944 8.5848030708730203 46.242418568581343 32.021710924804211 8.6872641239315254 12.352611653506754 72.678935060277581 5.7213352899998409 5.2396255135536194 39.182532280683517 5.0215563364326954 47.422989793121815 10.531428743153809 leaf_count=2287 632 262 211 74 565 116 8691 791 1330 2218 1999 554 4016 1527 83 145 498 319 115 147 813 125 59 695 120 1646 340 internal_value=0.000106234 -0.00789995 0.00425761 -0.00536756 -0.00512585 0.0161255 -0.00722206 -0.0126275 -0.00910106 0.00661265 0.000938449 0.0100768 0.014589 0.00731553 -0.0010651 0.00604011 0.0108156 0.00512151 -0.0142515 0.0156036 -0.00560186 -0.0324124 0.0463843 -0.0298131 -0.000898377 -0.0373862 -0.0405491 internal_weight=2245.89 766.173 1479.72 290.211 689.549 61.0948 628.455 200.703 581.413 1189.51 451.947 737.563 525.064 318.909 212.5 52.6113 89.5087 78.2641 133.037 47.0415 143.61 76.624 11.2446 57.0925 10.7429 65.8811 57.9544 internal_count=30378 14119 16259 3460 11626 893 10733 2510 10021 12799 5928 6871 4570 3814 2301 777 950 817 2114 712 1604 2493 133 906 245 2248 1986 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=29 num_cat=0 split_feature=0 7 20 42 12 42 11 27 42 11 3 7 23 20 36 23 37 15 7 20 34 33 0 32 10 24 37 31 split_gain=30.0714 19.4311 18.7772 16.7685 19.4525 15.3217 14.6398 14.2968 12.1517 12.4828 11.59 11.449 11.0459 11.011 10.8372 9.58838 9.35029 7.81595 7.36388 6.83432 6.75297 6.65562 5.66211 4.82079 7.57485 3.09908 6.55012 0.70546 threshold=1.0000000180025095e-35 37.640000000000008 5530.6350000000011 180500.00000000003 25.645000000000003 180500.00000000003 247.38500000000002 7.5000000000000009 167500.00000000003 14885.520000000002 14.500000000000002 623.41000000000008 11.500000000000002 6269.6850000000004 94.185000000000016 9.5000000000000018 7300.0000000000009 1.0000500000000001 2368.3350000000005 1225.8700000000001 53.98210000000001 0.89075000000000015 3.5000000000000004 99.955000000000013 0.63510000000000011 0.33990000000000004 2350.0000000000005 0.8226500000000001 decision_type=10 10 8 10 10 10 10 10 8 10 10 10 10 8 10 10 10 8 10 10 8 10 10 10 10 10 10 10 left_child=2 23 3 6 20 10 11 -8 13 14 15 -1 -6 -4 -10 -3 19 -11 -12 -7 -5 -15 -18 25 -25 26 -2 -27 right_child=1 5 8 4 12 16 7 -9 9 17 18 -13 -14 21 -16 -17 22 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 leaf_value=-0.0018308454498783648 0.026362164119524013 -0.0096707946938382108 0.053348275674337454 -0.02955732654483267 -0.0059255249646262241 -0.022323015766335053 -0.0043125250197286902 0.029340208456884054 0.017541086468794907 0.015286071732696076 0.011841810749837001 0.02139487900313736 0.0078562628944623871 -0.0069776009495856623 0.05302221262180129 0.0051575465500836425 -0.040763449065441194 -0.037945930156068272 0.073317231364982832 -0.0021450212121786249 0.021921699001970069 0.023275386727701429 0.0048550358975639144 0.032040195371469342 -0.042668295076192839 -0.047914289075732731 -0.034753858999625693 -0.0295294862939341 leaf_weight=68.68022457882762 5.3050078786909607 199.07338352315128 9.6490942388772947 79.242603618651628 350.07675062306225 68.022938322275877 245.72019194625318 35.189217334613204 40.673088386654854 27.819812074303627 13.755886178463699 224.5711363106966 247.12397011369467 78.908827811479568 49.940593853592873 238.25065195560455 44.557731702923775 8.0529916733503324 7.2273058369755736 109.27767683379352 6.0960783045738927 22.532814964652061 7.5365979112684718 6.649847546592353 5.0923383682966232 33.145399222150445 13.718105003237723 16.796567091718316 leaf_count=800 132 3559 77 1470 4063 1295 2915 490 276 205 121 2046 2710 587 359 4015 959 106 43 1938 79 154 146 172 159 869 376 439 internal_value=0.000176124 -0.00785368 0.00431116 0.00186381 -0.00342656 -0.00509796 0.00815651 0 0.0171738 0.0277205 0.000178568 0.0159506 -0.00021061 0.00498056 0.0375159 -0.00158769 -0.0156166 0.00249554 0.0356154 -0.00999631 -0.0256108 -4.72127e-05 -0.0341024 -0.0309241 -0.000772794 -0.0359018 -0.0169952 -0.0425303 internal_weight=2262.69 768.409 1494.28 1256.7 682.539 687.702 574.161 280.909 237.577 126.486 458.307 293.251 597.201 111.091 90.6137 437.324 229.395 35.8728 20.9832 177.301 85.3387 101.442 52.0943 80.7073 11.7422 68.9651 19.0231 49.942 internal_count=30560 14223 16337 14573 8322 12076 6251 3405 1764 946 7738 2846 6773 818 635 7574 4338 311 164 3233 1549 741 1105 2147 331 1816 508 1308 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=29 num_cat=0 split_feature=0 28 7 20 5 40 20 6 32 31 14 11 24 37 36 31 24 25 17 14 0 42 5 13 42 25 25 31 split_gain=26.74 16.8591 14.9755 14.3275 13.4005 13.1786 12.7384 15.9202 12.613 11.9777 14.4273 11.7302 10.6277 10.3084 10.1156 8.7485 8.15582 7.5739 6.05114 6.01258 4.44151 4.10517 5.25741 3.45435 3.06724 2.93518 1.66261 0.672855 threshold=1.0000000180025095e-35 1.0000000180025095e-35 37.640000000000008 207.27000000000001 0.27555000000000007 10.500000000000002 9226.5500000000011 1.5000000000000002 86.625000000000014 0.76535000000000009 91.175000000000026 1100.0250000000003 2.1055000000000006 2418.5000000000005 73.160000000000011 0.6382500000000001 2.0171500000000004 2344.4200000000005 0.34120000000000006 64.075000000000003 4.5000000000000009 96500.000000000015 0.42825000000000008 4.6719500000000007 163500.00000000003 17401.270000000004 3301.5650000000005 0.80575000000000008 decision_type=10 10 10 8 8 10 10 10 10 8 8 10 10 10 10 10 10 10 8 8 10 10 10 8 10 10 10 10 left_child=3 2 20 5 8 16 11 -8 13 12 -11 -4 -6 -5 26 -16 23 -10 19 -3 27 22 -20 -1 -21 -23 -7 -2 right_child=1 18 6 4 9 14 7 -9 17 10 -12 -13 -14 -15 15 -17 -18 -19 21 24 -22 25 -24 -25 -26 -27 -28 -29 leaf_value=-0.038674825467697321 -0.043118008400844544 0.030597288947431744 -0.00011615375682949038 0.085997354438646187 0.0055979407264800801 0.01476090344322689 0.035095434419976729 -0.009059072421700138 -0.02074338011052141 0.020140680926689625 2.1728101434222647e-05 -0.016452946758604634 -0.019155997239296427 0.010426269269137482 -0.015921172920831492 0.040051890176646822 0.029056351821076118 -0.0015733828729325103 -0.028594034728962506 0.002702595529353459 0.0047296583185953709 -0.043468318823835263 0.024320363760633509 -0.0080772423077593251 -0.041070226836934988 -0.019310639520329007 0.055087083187646428 -0.023976404999165479 leaf_weight=48.090243833139539 26.776588415727019 7.9316861629486084 351.99825116619468 5.6712593398988274 515.87378456816077 5.4764822106808415 45.900624936446548 35.30035494081676 62.031080903485417 319.12193450331688 124.17111051082611 159.16686782054603 46.286364119499922 15.611142972484229 39.862636486068368 7.408602373674511 5.0199816711246958 287.52499923482537 11.536954300478103 6.953660389408471 6.7864199560135594 49.796227719634771 6.4949658438563338 12.657317558303474 7.5170508287847042 21.239067871123552 8.0160223040729743 13.150558669120072 leaf_count=795 720 172 5513 65 5325 85 690 543 827 2698 1073 3532 576 219 496 103 85 3644 260 129 163 1341 97 307 142 424 98 328 internal_value=5.76192e-05 -0.0076414 -0.00448256 0.00390856 0.00539339 -0.0121185 -0.00229887 0.0159627 -0.00271498 0.00838867 0.0145291 -0.00523507 0.00352051 0.0337442 0.0045895 -0.0063972 -0.0274677 -0.00503896 -0.0255064 -0.00192358 -0.0314402 -0.0312953 -0.00899551 -0.0326146 -0.0208977 -0.0366831 0.041212 -0.0376755 internal_weight=2253.37 750.549 639.08 1502.82 1376.29 126.531 592.366 81.201 370.838 1005.45 443.293 511.165 562.16 21.2824 60.7637 47.2712 65.7675 349.556 111.47 22.4024 46.7136 89.0672 18.0319 60.7476 14.4707 71.0353 13.4925 39.9271 internal_count=30450 14054 11489 16396 14427 1969 10278 1233 4755 9672 3771 9045 5901 284 782 599 1187 4471 2565 443 1211 2122 357 1102 271 1765 183 1048 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=27 num_cat=0 split_feature=6 3 44 7 36 15 0 8 24 17 40 0 9 20 10 8 20 42 0 44 44 25 34 7 0 38 split_gain=25.9719 23.334 16.5739 15.8882 16.0184 15.2247 11.876 10.5774 12.0565 9.88306 9.46599 12.7775 9.07798 8.97218 8.15856 7.95141 7.79721 7.50912 7.34068 7.25617 9.45601 6.23623 4.71662 4.33713 3.82363 5.47885 threshold=1.0000000180025095e-35 6.5000000000000009 27.500000000000004 651.33500000000015 -1.0000000180025095e-35 1.0000500000000001 4.5000000000000009 167.12000000000003 0.62295000000000011 23.535050000000002 3.5000000000000004 4.5000000000000009 9.5000000000000018 8885.1850000000031 0.5686500000000001 96.725000000000009 481.79500000000002 190500.00000000003 1.0000000180025095e-35 422.50000000000006 88.500000000000014 8255.4550000000017 9.5820500000000006 2368.3350000000005 5.5000000000000009 1.0000000180025095e-35 decision_type=10 10 8 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 left_child=2 5 10 9 -5 7 19 13 -9 15 17 14 -6 -2 -12 -4 -8 18 -1 20 -3 -19 -18 -21 25 -7 right_child=1 6 3 4 12 24 16 8 -10 -11 11 -13 -14 -15 -16 -17 22 21 -20 23 -22 -23 -24 -25 -26 -27 leaf_value=0.011794855796282982 -0.011273065928524621 0.037560324155847515 -0.010051924408669831 0.073951643003418929 0.010460105813346778 -0.038485117235915994 0.0465944905103386 0.074075422059381765 0.0044186288550144299 0.047460553626904184 0.016378345522546595 0.070992544450516823 -0.047529200500519474 0.0062431747835545075 -0.0049014336103508889 0.019846451132645691 -0.032699833183331355 -0.036160744160308726 -0.034711267043817128 0.028004813778582258 -0.0085740172593230055 -0.008241734767042536 0.0039893424315317113 0.093001820995989679 0.0090101182989722802 -0.017281451751135043 leaf_weight=35.151011567562819 462.04203015007079 27.59362350217998 187.54932203516364 8.9600372873246652 775.46402535960078 58.859917288646102 5.1001465544104567 6.7405980974435797 33.190904550254345 7.8163343202322713 54.523949146270752 5.3191196992993346 5.807959606871008 85.754628038033843 237.10557900182903 24.178511122241616 16.709235234186053 47.258155828341842 10.081363074481485 6.6874521933495981 17.401564415544271 36.36518962495029 16.529729459434748 5.6961821205914021 7.0703242495656005 71.027669252827764 leaf_count=413 7697 272 2915 64 7437 1881 51 84 393 121 682 71 68 1154 2877 305 209 848 190 77 180 492 177 40 177 1671 internal_value=-5.88461e-05 -0.00715267 0.0039938 0.0074821 0.0107868 -0.0102242 0.0159157 -0.00669038 0.0178216 -0.0043853 -0.00426499 0.000640856 0.00996242 -0.0085155 -0.000863441 -0.00653689 -0.00546336 -0.0155269 0.00079485 0.0301351 0.019811 -0.0243196 -0.0147247 0.0629906 -0.0251942 -0.0271489 internal_weight=2255.98 820.404 1435.58 1009.78 790.232 724.686 95.7179 587.728 39.9315 219.544 425.804 296.949 781.272 547.797 291.63 211.728 38.3391 128.856 45.2324 57.3788 44.9952 83.6233 33.239 12.3836 136.958 129.888 internal_count=30546 14063 16483 10910 7569 13057 1006 9328 477 3341 5573 3630 7505 8851 3559 3220 437 1943 603 569 452 1340 386 117 3729 3552 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=19 num_cat=0 split_feature=1 31 4 8 27 24 5 19 40 5 42 43 2 42 29 37 29 44 split_gain=24.7606 17.8251 16.733 15.6963 19.9768 33.9091 15.5838 17.5712 10.0137 13.5679 9.80513 7.98596 7.70758 7.164 6.58425 5.57831 3.47516 2.03151 threshold=1.5000000000000002 0.75065000000000015 18824.240000000002 86.245000000000019 1.0000000180025095e-35 1.0364500000000001 0.27925000000000005 0.066850000000000007 3.5000000000000004 0.81585000000000008 88500.000000000015 3.5000000000000004 12050.000000000002 188500.00000000003 6601.166650000001 4050.0000000000005 4402.1739000000007 31.500000000000004 decision_type=8 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 left_child=1 3 6 8 13 -6 10 -8 9 -1 -3 -2 16 -5 -10 -14 17 -13 right_child=11 2 -4 4 5 -7 7 -9 14 -11 -12 12 15 -15 -16 -17 -18 -19 leaf_value=-0.01748439372566642 0.029079107545143885 0.020541627396453269 0.076961780966099 0.0053861966933381475 0.073098266065006814 0.0036623261712928055 0.02283984982399135 0.0045747186994025109 -0.0057649101417425195 0.043986923836338662 -0.0059997467601231209 -0.010608252245873577 0.031096847099967684 -0.0084581883487281854 0.012702002013736774 -0.023200302625443391 0.0032159563317576099 -0.040801159638915729 leaf_weight=272.61250510066748 5.628269586712122 37.886555662378669 7.1786306407302609 196.5934439226985 25.154571838676929 54.509883094578981 182.34054192341864 473.5026693250984 329.14225564524531 8.3050085715949518 327.14524756558239 7.5331690087914458 7.8260706048458841 176.08923230133951 55.447619512677193 9.1687640026211721 5.1530875824391833 62.990975331515074 leaf_count=5040 101 527 88 2279 251 597 1791 4981 4792 81 4827 204 163 1962 701 200 114 1715 internal_value=-0.000214696 0.000912155 0.0056631 -0.00345382 0.00372027 0.0262836 0.00508202 0.00968753 -0.00833583 -0.0154997 -0.00318277 -0.0246258 -0.0282165 -0.0011469 -0.00306347 0.00186412 -0.0349731 -0.0378394 internal_weight=2244.21 2145.91 1028.05 1117.85 452.347 79.6645 1020.88 655.843 665.507 280.918 365.032 98.3003 92.6721 372.683 384.59 16.9948 75.6772 70.5241 internal_count=30414 27917 12214 15703 5089 848 12126 6772 10614 5121 5354 2497 2396 4241 5493 363 2033 1919 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=30 num_cat=0 split_feature=3 15 20 11 3 26 8 42 17 37 10 12 41 37 35 26 12 0 37 39 25 43 38 34 6 26 29 15 31 split_gain=24.8587 21.6252 19.3228 19.8475 16.8553 12.1674 11.9839 10.0409 10.0169 9.79965 9.68102 9.00389 9.07686 8.73885 8.69595 8.47794 14.0626 9.7739 8.3584 8.24142 7.36305 6.2043 4.62435 5.07129 5.81279 3.26488 3.02608 2.41084 1.09387 threshold=1.0000000180025095e-35 1.0000500000000001 818.94500000000005 2705.9150000000004 5.5000000000000009 1.0000000180025095e-35 114.30500000000002 84500.000000000015 1.1845500000000004 3700.5000000000005 0.38215000000000005 74.865000000000023 96.325000000000017 2418.5000000000005 5.5000000000000009 1.0000000180025095e-35 131.34500000000006 5.5000000000000009 4050.0000000000005 0.02775 6555.5900000000011 158.50000000000003 1.0000000180025095e-35 15.441600000000003 1.5000000000000002 1.5000000000000002 11174.550000000001 3.0467000000000004 0.74475000000000013 decision_type=8 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 left_child=2 4 3 15 9 21 8 -7 13 14 -11 -8 -13 -4 -2 16 -1 -17 20 -10 -5 -6 27 24 -24 -25 -20 28 -3 right_child=1 22 6 18 5 7 11 -9 19 10 -12 12 -14 -15 -16 17 -18 -19 26 -21 -22 -23 23 25 -26 -27 -28 -29 -30 leaf_value=0.017966931796773153 0.0030131265448659524 -0.048004478278233308 0.015530092034947152 -0.01691732445516712 0.019904533547341542 0.073446645470554447 0.067655406431432238 0.017645591288943337 -0.045781305655903305 0.016011078853452092 -0.016522735407207844 0.028356732865919922 0.0064872910524814247 -0.0058023428624803365 -0.019662257302002186 -0.0057319805612339389 -0.023554485907812377 0.054736205998877699 -0.036602878593468606 0.01152187992474505 0.040856994388370031 -0.015068882017291584 0.012625251233801272 -0.0037570507808419133 -0.023731662280994426 -0.041654305558728261 0.0016993846621004992 -0.0058933792927612924 -0.029320671048178516 leaf_weight=117.91560218296945 252.11977481283247 25.859930291771889 59.046419916674495 17.104308955371383 16.645055513828993 8.3098957091569883 8.3683028407394868 77.171574821695685 5.3786685708910218 24.114864818751812 260.44316049292684 89.994212729856372 102.33312932401896 237.75993789732456 49.740421205759048 262.07003409042954 23.620710045099258 5.8499032091349354 62.034876082092524 391.0594341866672 6.927059879526495 43.81989373639226 21.907264797016978 8.2756218612194079 20.069502476602793 21.624634990468621 5.2516610193997613 6.7456460725516072 25.514731656759977 leaf_count=1415 3758 849 617 344 184 63 68 738 87 284 4277 779 856 2793 640 3695 245 88 1271 4091 132 516 506 179 496 495 81 233 766 internal_value=3.64469e-05 -0.0066301 0.0041638 -0.00368769 -0.00327073 0.0118682 0.0085669 0.0239145 0.00542661 -0.00706078 -0.0137017 0.0193086 0.0168401 -0.0015038 -0.000759391 0.00101995 0.0108858 -0.00419446 -0.0246326 0.0106186 0.000503343 -0.0051927 -0.0253482 -0.016371 -0.00478873 -0.0317882 -0.0335591 -0.0359009 -0.0395578 internal_weight=2257.08 862.362 1394.71 500.774 732.365 145.946 893.94 85.4815 693.244 586.418 284.558 200.696 192.327 296.806 301.86 409.456 141.536 267.92 91.3179 396.438 24.0314 60.4649 129.997 71.877 41.9768 29.9003 67.2865 58.1203 51.3747 internal_count=30546 13984 16562 7271 10460 1501 9291 801 7588 8959 4561 1703 1635 3410 4398 5443 1660 3783 1828 4178 476 700 3524 1676 1002 674 1352 1848 1615 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=27 num_cat=0 split_feature=3 3 4 5 22 43 42 33 36 8 31 34 14 0 42 25 24 25 24 34 31 18 2 11 29 7 split_gain=24.7861 22.5208 17.4953 14.3112 18.6386 14.4414 13.8511 13.7888 11.1991 10.3336 8.94856 8.24897 9.454 7.90316 7.68059 7.6271 7.81178 6.23824 5.97111 4.59481 4.49874 3.28624 5.41713 3.08953 2.2628 0.771627 threshold=1.0000000180025095e-35 5.5000000000000009 400.05000000000007 0.018950000000000005 16931.730000000003 881.50000000000011 180500.00000000003 0.94495000000000007 -1.0000000180025095e-35 33.335000000000008 0.59875000000000012 43.350050000000003 146.25500000000002 5.5000000000000009 133500.00000000003 4400.1150000000007 2.6641000000000008 2500.0050000000006 1.1190500000000003 62.02640000000001 0.89635000000000009 4.5000000000000009 1000.5000000000001 232.51500000000001 8000.8333500000008 718.70000000000016 decision_type=10 10 8 10 10 10 10 8 10 8 10 10 10 10 10 10 8 10 8 8 10 10 10 10 10 10 left_child=3 2 7 4 18 6 8 10 -5 -8 -2 12 13 -3 -9 17 -17 -7 23 -13 -20 24 -23 -1 -4 -14 right_child=1 11 21 5 -6 15 9 14 -10 -11 -12 19 25 -15 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.013789992180588559 -0.019918190600881614 0.019173378198443169 -0.044606494976504284 0.06504169460597671 0.055535223903503128 0.011870630656634561 -0.016979445946456739 0.040322258962582458 0.0080562971075197661 0.00057446913674026677 -0.0057513494505864191 0.073327633384208377 -0.011658558989518312 -0.0081837145577947773 -0.00026203002017296644 0.016716932981671307 0.056846182020901907 -0.024254301443649172 -0.013058652162418152 0.01724588330455723 0.028080870067000375 -0.0046822421276607332 -0.038618018055529023 -0.040397121863258049 -0.0087052260704699094 -0.038544205796068209 leaf_weight=19.188129160553217 154.01029822416604 86.347567737102509 40.232210736721754 7.8530330173671237 7.9687503837048999 28.360841343179345 101.0923824775964 20.773511197417974 433.47002561762929 465.97192637063563 408.06888904049993 6.4891105182468864 6.0955492518842211 36.862718425691128 24.544016260653734 223.07192270457745 12.204417293891309 19.1096993945539 38.862374521791935 9.3750757277011871 6.9547170773148528 26.228721117600799 21.407096859067678 33.167030744254589 5.9319894071668378 9.2165541015565378 leaf_count=337 2662 915 1324 64 96 328 1432 272 4963 5379 6290 61 77 469 354 1805 104 210 760 82 153 609 642 933 141 82 internal_value=-0.000152886 -0.00685266 -0.0106613 0.00394793 -0.0136058 0.00540426 0.0025915 -0.00751805 0.00922637 -0.0025705 -0.00967044 0.0103707 0.00625977 0.0109483 0.0187027 0.0153736 0.0190515 -0.002769 -0.0197718 0.04347 -0.00624074 -0.0306685 -0.0205159 -0.0311806 -0.0403817 -0.0295187 internal_weight=2252.86 855.583 701.197 1397.28 106.141 1291.13 1008.39 607.397 441.323 567.064 562.079 154.387 138.522 123.21 45.3175 282.747 235.276 47.4705 98.1723 15.8642 45.8171 93.8 47.6358 52.3552 46.1642 15.3121 internal_count=30544 13980 12294 16564 2279 14285 11838 9578 5027 6811 8952 1686 1543 1384 626 2447 1909 538 2183 143 913 2716 1251 1270 1465 159 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=24 num_cat=0 split_feature=5 3 3 22 41 22 17 33 19 37 9 0 11 17 14 37 25 10 17 12 25 14 21 split_gain=24.7328 17.9597 24.1552 12.549 11.8848 13.4749 12.8763 11.385 10.5465 9.79912 11.117 7.34781 7.17324 6.84098 6.58068 5.67929 6.36936 4.30003 4.2617 2.26588 2.10757 1.69218 1.50881 threshold=0.018950000000000005 1.0000000180025095e-35 5.5000000000000009 13380.160000000002 36.930000000000007 5132.2400000000007 0.69595000000000007 0.86585000000000012 0.31545000000000006 3650.0000000000005 1.0000000180025095e-35 2.5000000000000004 367.72500000000008 0.53665000000000018 101.51500000000001 4410.0000000000009 1665.5850000000003 0.98880000000000012 0.92835000000000012 37.255000000000003 26663.390000000003 57.195000000000007 2891.6300000000006 decision_type=10 10 10 10 8 10 10 10 10 10 10 10 8 8 10 10 10 10 8 8 10 10 8 left_child=3 4 9 12 17 8 -7 14 -6 11 -11 -3 15 -9 -4 16 -1 -2 -5 -17 21 -14 -19 right_child=1 2 7 18 5 6 -8 13 -10 10 -12 -13 20 -15 -16 19 -18 22 -20 -21 -22 -23 -24 leaf_value=-0.040451799874295626 0.0076274482543022539 0.0015215893146319388 0.013894344183046317 -0.0060591808385995101 0.0061214468771105257 0.061345994411796771 0.011775955636169809 -0.0062132677383197462 -0.011942838866817063 -0.010506039575162909 -0.035984612862494429 -0.016510827680926089 -0.041640631083398147 0.040393819295581557 -0.012037273183612597 -0.0078357913237661145 0.0069111002794762502 -0.050431809230775948 0.049826404494580659 -0.045231605846740158 -0.0026770478902244654 -0.017719000200859519 -0.013347155332499999 leaf_weight=7.6764175295829764 5.3906291760504272 259.99561579711735 60.476790258660913 5.3083391692489368 1114.0732684768736 19.584605552256107 38.737114660441875 9.0574006848037225 86.022808343172073 268.36745288036764 50.69108809530735 71.007389176636934 52.213681997731328 43.342954900115728 39.543251093477011 6.9196144323796034 37.839000569656491 12.372485643252732 7.097267696633935 12.84819249995053 5.1371901184320441 12.033266198821364 5.1122956257313481 leaf_count=177 89 3936 704 71 12219 212 457 74 898 4359 1379 1333 1618 397 422 153 730 176 103 281 123 283 64 internal_value=0.000232578 0.00163713 -0.00422163 -0.0195105 0.00531084 0.00597283 0.0292595 0.0136217 0.00481357 -0.00842753 -0.0146694 -0.00236978 -0.0239867 0.0322787 0.00357503 -0.0117072 -0.00166733 -0.0296219 0.0268719 -0.0333898 -0.0351388 -0.037577 -0.0411679 internal_weight=2230.85 2083.78 802.482 147.073 1281.29 1258.42 58.3217 152.42 1200.1 650.062 319.059 331.003 134.667 52.4004 100.02 65.2832 45.5154 22.8754 12.4056 19.7678 69.3841 64.2469 17.4848 internal_count=30258 26719 12604 3539 14115 13786 669 1597 13117 11007 5738 5269 3365 471 1126 1341 907 329 174 434 2024 1901 240 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=27 num_cat=0 split_feature=2 31 33 42 12 7 14 11 39 7 11 43 12 5 27 14 25 12 14 7 11 40 43 28 33 24 split_gain=27.3124 14.7826 15.65 16.9024 15.0009 13.7813 13.076 10.7047 9.9587 9.90765 8.79538 8.60084 9.59183 7.93611 7.6275 6.2963 7.65137 5.91117 5.75979 5.57014 10.2886 5.54753 5.02606 3.73623 5.29086 1.56604 threshold=94.500000000000014 0.61955000000000016 0.94945000000000013 187500.00000000003 61.375000000000007 750.32500000000016 73.655000000000015 907.24500000000012 0.38840000000000002 7387.0650000000014 287.10500000000008 319.50000000000006 164.72000000000003 0.80720000000000014 1.0000000180025095e-35 61.375000000000007 4499.2600000000011 35.475000000000001 49.085000000000008 12000.210000000001 18312.645000000004 2.5000000000000004 102.50000000000001 1.0000000180025095e-35 0.73565000000000014 8.5154000000000014 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 8 left_child=1 7 5 6 -5 17 -4 11 -7 21 14 12 -1 -13 15 16 -2 -3 -11 23 -21 -9 -17 24 -12 -25 right_child=10 2 3 4 -6 8 -8 9 -10 18 19 13 -14 -15 -16 22 -18 -19 -20 20 -22 -23 -24 25 -26 -27 leaf_value=0.0099600245570066331 -0.01661892328538607 -0.015650152554530266 0.067993562746811106 -0.031655996638472399 0.025341721530897122 0.0079646323005500494 0.016600448668640556 0.025235852935462735 -0.0053679871115281655 -0.015132371362738534 0.018362357078190301 -0.026308965280511739 -0.010172025511634273 -0.00017098000990829559 0.036769609576051784 0.0061153897213514323 0.028130765745668258 -0.0016656134806999449 0.029026326817083937 0.038407827377476222 -0.044586020862811312 -0.022938155763061217 -0.023651807834132121 -0.044413345339763287 -0.025978994860753973 -0.011208681159569963 leaf_weight=191.81511816382408 17.16667902842164 106.23943518660963 24.978700144216418 19.230020876973867 25.871747173368931 792.52508123219013 25.894420698285103 5.3430697862058869 168.87425513379276 11.668853398412468 6.7218453716486684 53.577289253473282 84.235900726169348 62.924036953598261 8.2484082821756584 17.058245729655027 19.096390660852194 260.21876769326627 16.725690936669707 8.0422133617103082 5.3511633276939383 142.72943918593228 68.429789846763015 38.847626220434904 59.358300779014826 5.2445790003985158 leaf_count=2297 407 1840 239 253 204 8491 209 109 1821 152 191 822 840 657 119 236 382 3597 214 123 102 2624 1429 1294 1729 144 internal_value=-0.000800587 0.00116652 0.00389047 0.0232887 0.000771659 0.00246817 0.0427552 -0.00563559 0.00561436 -0.0158284 -0.0162242 -0.00101227 0.00378422 -0.0123556 -0.00700942 -0.0102915 0.00693491 -0.00576502 0.0108116 -0.0257446 0.00410735 -0.0210087 -0.0176522 -0.0294229 -0.0211874 -0.0409108 internal_weight=2246.42 1992.85 1423.83 95.9749 45.1018 1327.86 50.8731 569.019 961.399 176.467 253.565 392.552 276.051 116.501 130 121.751 36.2631 366.458 28.3945 123.566 13.3934 148.073 85.488 110.172 66.0801 44.0922 internal_count=30525 24369 16654 905 457 15749 448 7715 10312 3099 6156 4616 3137 1479 2573 2454 789 5437 366 3583 225 2733 1665 3358 1920 1438 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=24 num_cat=0 split_feature=3 6 3 41 4 32 30 31 22 42 42 5 33 25 39 32 7 0 43 10 0 32 12 split_gain=23.0952 16.687 16.6393 13.5499 14.0682 12.3866 11.672 19.2936 11.5587 13.492 10.1409 9.95145 9.59764 9.39599 8.62309 8.50053 8.09365 7.91667 5.72446 4.48152 4.22265 3.58001 0.804955 threshold=1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 36.930000000000007 7180.4650000000011 99.535000000000011 1.5000000000000002 0.82105000000000017 5000.6750000000011 180500.00000000003 180500.00000000003 0.48395000000000005 0.86585000000000012 47516.415000000001 0.08345000000000001 90.575000000000003 83.89500000000001 7.5000000000000009 457.50000000000006 0.82335000000000014 1.5000000000000002 92.705000000000013 70.695000000000007 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 left_child=1 3 6 4 22 -6 7 11 9 -5 -9 -2 19 16 -10 -3 -8 18 -14 -4 -17 -21 -1 right_child=2 15 12 8 5 -7 13 10 14 -11 -12 -13 17 -15 -16 20 -18 -19 -20 21 -22 -23 -24 leaf_value=-0.039903813715870803 -0.031482392612323259 -0.00068463281007735037 0.03890381224108954 0.0090630752334870321 0.05922363286001131 -0.030605600931770355 -0.029890148128037655 0.014842014146501768 -0.00011777839760770232 -0.0013227467807347926 -0.021007166258793175 0.0089345545415095966 0.017865504915850552 -0.044563791607504337 0.035734574525879435 0.038073059671046378 -0.0014378056948740939 -0.0062245033741575549 0.06690152098310681 0.014019501558866769 0.10485903562481343 -0.011190129721709477 -0.013094927032264293 leaf_weight=32.57770495582372 149.34159027505666 5.531145092099905 6.1312558725476256 583.11634403094649 7.805832711979745 5.883715907111764 25.533075263723731 53.82301168795675 24.821135094389319 671.00609598215669 29.785160449333489 16.308083739131689 11.739345949143173 13.074369117617605 48.953077763319016 7.4297524690628061 445.16812139004469 9.0310101918876153 14.601986760273574 19.8921106941998 5.2594839315861472 41.904500398784876 5.0706231966614714 leaf_count=713 3365 65 57 6300 143 118 629 896 340 8047 635 269 78 168 562 81 6912 80 118 194 79 455 57 internal_value=0.000385807 0.00431999 -0.00617927 0.00366856 -0.021276 0.0208198 -0.00883241 -0.0176078 0.00465198 0.00350563 0.00191441 -0.0274436 0.0125041 -0.00427371 0.023765 0.0506149 -0.00305189 0.0332383 0.0466836 0.00130895 0.0717578 -0.00290159 -0.0368547 internal_weight=2233.79 1397.45 836.334 1379.23 51.3379 13.6895 733.033 249.258 1327.9 1254.12 83.6082 165.65 103.3 483.776 73.7742 18.2204 470.701 35.3723 26.3413 67.9279 12.6892 61.7966 37.6483 internal_count=30361 16505 13856 16280 1031 261 12874 5165 15249 14347 1531 3634 982 7709 902 225 7541 276 196 706 160 649 770 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=27 num_cat=0 split_feature=6 9 20 14 39 3 3 6 6 3 33 24 22 0 3 5 32 0 32 26 32 24 26 27 25 3 split_gain=26.2186 15.9279 12.2942 13.3261 11.5493 12.2436 11.5077 15.0743 12.2768 11.1207 12.668 10.2493 9.76353 8.87329 8.77011 8.48058 8.37427 8.10159 6.40128 6.20236 4.63433 3.99745 2.47699 4.11377 2.70377 0.99396 threshold=1.0000000180025095e-35 1.5000000000000002 818.94500000000005 47.275000000000013 0.24645000000000003 1.0000000180025095e-35 6.5000000000000009 14.500000000000002 3.5000000000000004 4.5000000000000009 0.8720500000000001 1.5929500000000003 3501.3100000000004 5.5000000000000009 1.0000000180025095e-35 0.27925000000000005 98.185000000000016 1.0000000180025095e-35 85.385000000000005 1.0000000180025095e-35 84.675000000000026 0.20270000000000002 1.5000000000000002 3.5000000000000004 29533.505000000001 1.0000000180025095e-35 decision_type=10 10 8 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 8 10 8 8 10 10 10 10 left_child=2 6 3 11 9 12 7 15 16 14 -11 20 -6 17 -4 -2 -8 -5 -13 -10 -1 -7 23 -3 25 -24 right_child=1 22 4 13 5 21 8 -9 19 10 -12 18 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 leaf_value=-0.0023797052754903664 -0.016662083953345144 0.012763599623274497 0.013154541999464503 0.004275755440997786 0.0018081023821169663 0.007384040649331354 0.023079887947309106 0.056415836121007215 -0.018807120375047854 0.00033137448210526988 0.085128961853360108 0.057054032675773442 0.036332126572880007 0.054608469354538995 -0.003771669930192774 -0.0040922701982228134 0.091509164415695343 -0.018984986736389209 -0.0014944880176117235 0.011631956397540668 -0.028487353118671219 -0.026442984707208156 -0.020456130709344711 -0.038089873173793865 -0.0015371374197979907 -0.042940913962058187 leaf_weight=22.395482618361712 195.14019114617258 8.0301865618675929 509.88632437773049 331.41994130238891 246.45218424685299 9.9176753405481559 21.092953024432067 8.2029366083443147 25.784564040601254 7.6561842914670732 9.7908597588539106 5.275164820253849 21.395231010392308 7.093666221946477 89.044389959424734 433.11566595546901 5.2611836306750766 41.151690308004618 17.448559058830146 43.591951264068484 78.704935353249311 47.704118803143501 10.062434250488876 6.1038416195660821 5.8255412038415662 37.24941592849791 leaf_count=423 4237 148 4872 3835 2297 110 215 85 301 77 70 82 221 84 1164 6875 49 736 345 395 1595 563 292 121 139 1175 internal_value=0.000428015 -0.00683007 0.00444809 -0.00184885 0.00781798 0.000180169 -0.00466131 -0.00709918 0.0114008 0.0118361 0.0502239 -0.016029 0.00470931 0.00279269 0.0106277 -0.00802475 0.0397694 0.00164921 0.0137184 0.000141398 -0.022833 -0.0205089 -0.0299478 -0.00993303 -0.0348973 -0.0387847 internal_weight=2244.8 799.461 1445.34 503.489 941.847 325.469 732.189 636.459 95.7307 616.378 17.447 123.824 267.847 379.665 598.931 628.256 26.3541 372.572 22.7237 69.3765 101.1 57.6218 67.2714 14.134 53.1374 47.3119 internal_count=30506 14032 16474 7100 9374 3191 12157 11197 960 6183 147 2445 2518 4655 6036 11112 264 4571 427 696 2018 673 1875 269 1606 1467 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=28 num_cat=0 split_feature=0 28 31 11 30 8 17 2 33 22 45 42 31 35 18 32 22 42 19 26 27 32 41 44 29 20 25 split_gain=21.0016 11.6073 12.2587 10.9512 13.3339 14.7515 19.6869 10.9157 11.0967 15.821 11.2027 10.8108 12.7737 10.0926 9.47526 9.24252 7.4738 7.3334 7.24411 7.3038 5.75457 4.24131 4.47814 4.29863 3.43786 3.42343 2.67558 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.37610000000000005 8.3400000000000016 5.5000000000000009 109.43500000000002 0.24275000000000002 45.000000000000007 0.98045000000000015 588.78000000000009 3.5000000000000004 82500.000000000015 0.75065000000000015 2.5000000000000004 3.5000000000000004 82.340000000000018 15302.885000000002 111500.00000000001 0.23385000000000003 4.5000000000000009 2.5000000000000004 96.705000000000013 59.480000000000011 548.50000000000011 8268.3333500000026 166.94500000000002 18673.480000000007 decision_type=10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=3 2 15 4 5 13 -7 8 10 -10 -5 12 -4 -1 -13 -2 17 20 19 -6 -3 22 -9 -23 -20 -17 -19 right_child=1 16 11 7 18 6 -8 21 9 -11 -12 14 -14 -15 -16 25 -18 26 24 -21 -22 23 -24 -25 -26 -27 -28 leaf_value=0.01190412732020652 0.03360808856060056 0.014176605108199378 -0.009425819582408455 -0.00078331281013450818 0.0072531022309925159 0.059549076397515416 0.015492580057001696 0.034804599116656634 0.047001051011081006 -0.02868361367485019 0.065061274371788283 -0.016950663976431364 0.053911148782805063 -0.007796221976317185 -0.00065477007293778965 0.00011420905534347719 0.028997939294917854 -0.041377357332109316 -0.0075958981632334409 -0.032904005800275277 -0.029744101145195663 -0.034238737922031665 -0.011485780750861457 -0.00040731026968752429 -0.032436348251734408 -0.035642832374363102 -0.017142306375147853 leaf_weight=217.83559982478619 5.1764726042747489 16.394420349970463 13.69351056776941 732.98057469911873 115.03422278538346 31.85304045304656 119.37122734263539 5.2608613427728406 26.386058831587434 8.3906238060444576 5.5167327858507624 112.69739721994847 16.85572225600481 91.365063611418009 417.8348864801228 7.3458803333342066 5.6137894596904507 49.411855504848063 36.796531051397324 11.530583038926123 12.015919389203189 39.696485072374344 30.172934075817466 12.627737535163758 23.067599684000015 51.49999070726335 18.49305082578212 leaf_count=2108 82 332 231 8157 882 272 1062 150 223 115 51 2551 233 907 7371 150 96 1449 320 117 275 970 578 179 206 980 385 internal_value=-0.000459951 -0.00743635 -0.00485555 0.00290313 0.00781459 0.0123773 0.0251355 -0.000785607 0.00111313 0.0283094 -0.000197363 -0.00245936 0.0259634 0.00606043 -0.00415118 -0.0254177 -0.0230142 -0.026364 -0.0034331 0.00332617 -0.00460903 -0.0173966 -0.00370916 -0.0263285 -0.0176255 -0.0311683 -0.0351944 internal_weight=2234.92 727.033 625.104 1507.89 646.854 460.425 151.224 861.032 773.274 34.7767 738.497 561.082 30.5492 309.201 530.532 64.0223 101.929 96.3152 186.429 126.565 28.4103 87.758 35.4338 52.3242 59.8641 58.8459 67.9049 internal_count=30432 14135 11598 16297 5874 4349 1334 10423 8546 338 8208 10386 464 3015 9922 1212 2537 2441 1525 999 607 1877 728 1149 526 1130 1834 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=21 num_cat=0 split_feature=1 11 44 6 40 43 39 12 44 20 6 8 27 29 7 36 7 44 44 9 split_gain=18.107 13.9715 15.0966 18.3625 11.4813 10.925 10.616 9.95442 9.18066 8.97856 8.10989 7.77038 25.802 8.84189 7.17213 5.52769 5.31493 4.70113 3.48213 1.67384 threshold=1.5000000000000002 19.500000000000004 242.50000000000003 1.0000000180025095e-35 3.5000000000000004 18.500000000000004 0.12975000000000003 279.59500000000008 521.50000000000011 278.93500000000006 5.5000000000000009 13.915000000000001 1.0000000180025095e-35 2145.5454500000001 13242.155000000001 94.195000000000007 2222.7100000000005 17.500000000000004 32.500000000000007 3.5000000000000004 decision_type=8 10 10 10 10 8 10 8 10 10 10 10 10 10 10 8 8 10 8 10 left_child=1 7 3 9 6 -2 -4 11 -6 -3 -5 13 -13 -1 18 17 -17 -9 -7 -20 right_child=5 2 4 10 8 14 -8 15 -10 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 leaf_value=-0.0066852584555998767 0.032168528333777043 -0.015472649968092717 0.01536440549849181 -0.019503275260405697 0.0059680685502388493 -0.0013677653200390397 -0.0054832307958779455 -0.024278795418432933 0.04490253598272434 0.001353400959405931 0.013898070989092773 0.0042102272247321769 0.027380672162070852 0.014386711562388427 0.018655730570412442 -0.0011468523304377467 -0.040513246281903739 0.0072985729270483406 -0.041341861494659071 -0.021957050203977369 leaf_weight=161.31490098871291 7.7112766224890947 91.858596892096102 96.38241396471858 236.72700682934374 29.969536885619164 8.9188622916117293 162.4444140791893 14.458236046135424 31.087325485423207 539.69632822275162 18.801308255642653 442.88339691050351 164.49919784255326 70.795227102935314 7.0875906012952319 14.765524066984652 20.588878020644188 48.595073223114014 44.27462116535753 22.204703171737492 leaf_count=1880 141 1674 1422 5268 372 255 2040 139 321 6694 321 4653 1596 703 115 173 210 459 1302 686 internal_value=0.000285216 0.00121464 -0.00233913 -0.00569907 0.00695158 -0.0215325 0.00229006 0.00579088 0.0262764 -0.00110661 -0.0169816 0.00755879 0.0105285 -0.000202565 -0.0269379 -0.00916479 -0.0246935 -0.000130112 -0.0314773 -0.0353626 internal_weight=2235.06 2144.87 1206.97 887.083 319.884 90.1971 258.827 937.9 61.0569 631.555 255.528 839.493 607.383 232.11 82.4858 98.4077 35.3544 63.0533 75.3982 66.4793 internal_count=30424 27925 18112 13957 4155 2499 3462 9813 693 8368 5589 8832 6249 2583 2358 981 383 598 2243 1988 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=21 num_cat=0 split_feature=28 31 4 5 36 22 23 0 42 38 0 28 11 17 42 37 12 17 23 21 split_gain=19.1986 17.0896 13.1056 18.2147 14.408 12.6267 8.72522 8.09971 7.03678 7.23975 6.92813 9.4894 6.86286 7.82544 5.78763 5.03088 4.76777 4.50895 4.4775 2.33196 threshold=1.0000000180025095e-35 0.62445000000000006 18824.240000000002 0.018950000000000005 -1.0000000180025095e-35 28769.070000000003 5.5000000000000009 3.5000000000000004 198500.00000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 845.49000000000012 -1.0000000180025095e-35 111500.00000000001 1214.5000000000002 100.00500000000001 15.612100000000002 7.5000000000000009 12835.750000000002 decision_type=10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 left_child=1 6 3 18 -5 8 7 16 10 19 11 -2 13 -8 -12 -11 -1 -14 -3 -10 right_child=5 2 -4 4 -6 -7 12 -9 9 15 14 -13 17 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.0434210456569179 -0.003938479446701326 -0.040239189988739793 0.068976251183606105 0.048604924975482328 0.0048074817601591255 0.049866824835268386 0.013292599420266235 0.019665226820184754 -0.035278117943277995 0.033647173936454833 -0.0016332491592893511 0.043010912308550496 -0.013816011139099381 -0.0036215788150694202 -0.032505435517019898 -0.01389303996958615 -0.0056062498316862205 0.018243292122685186 -0.0096614078858608989 -0.00058165260101395052 leaf_weight=31.222269942983985 53.134762858971953 24.086293218657374 6.8982746843248597 18.101618446409702 1283.5627293139696 6.8679916355758897 87.204024154692888 7.7975680753588668 68.644589617848396 5.1403925828635684 29.581846217624843 12.415789877995847 163.93812122009695 303.18325369432569 31.236025375314057 58.123352099210024 12.117819119244812 10.770924808457492 25.536985377781093 5.5567560140043488 leaf_count=781 585 660 90 130 15226 70 1205 178 1490 66 641 144 3002 3639 807 910 149 190 557 108 internal_value=-0.000150096 0.00156171 0.00469612 0.00431351 0.00545723 -0.0126137 -0.00533488 -0.0249275 -0.0144412 -0.0222478 -0.00580189 0.00539164 -0.00351214 0.000168215 -0.0178394 -0.00948896 -0.0333257 -0.0117185 -0.0251038 -0.0327886 internal_weight=2245.12 1974.42 1358.19 1351.29 1301.66 270.702 616.234 51.1377 263.834 137.465 126.368 65.5506 565.096 390.387 60.8179 63.2637 43.3401 174.709 49.6233 74.2013 internal_count=30628 25807 16663 16573 15356 4821 9144 1108 4751 2574 2177 729 8036 4844 1448 976 930 3192 1217 1598 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=26 num_cat=0 split_feature=28 7 8 31 39 11 0 3 31 5 37 5 32 34 4 46 32 23 23 19 40 21 19 11 34 split_gain=16.1842 13.735 13.1436 11.953 18.3185 10.8257 9.55091 8.79997 9.89986 8.49452 10.6128 10.354 8.4345 8.26692 8.23653 7.983 8.77634 6.03015 5.92624 5.10681 3.96246 6.28588 2.76134 2.19865 1.53215 threshold=1.0000000180025095e-35 7387.0650000000014 57.755000000000003 0.62445000000000006 0.37275000000000008 232.51500000000001 15.500000000000002 3.5000000000000004 0.77055000000000007 0.43975000000000003 4050.0000000000005 0.37695000000000006 96.645000000000024 42.017900000000004 682.56000000000006 12.175000000000002 99.965000000000018 7.5000000000000009 4.5000000000000009 0.28835000000000005 3.5000000000000004 1107.1450000000002 -0.19234999999999997 15499.855000000001 33.779600000000009 decision_type=8 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 8 10 10 10 10 10 10 10 left_child=1 3 19 6 5 -5 12 9 13 11 -11 -3 -1 -9 -6 16 18 -18 -4 20 23 -22 -17 -2 -24 right_child=2 7 15 4 14 -7 -8 8 -10 10 -12 -13 -14 -15 -16 22 17 -19 -20 -21 21 -23 24 -25 -26 leaf_value=-0.0044043360157437822 -0.038631803723068556 0.0036527656636306301 0.03103764940046513 0.010712623014926145 -0.0147970169604641 1.2743394368009315e-05 0.05078030478755205 -0.011009285192261816 0.07584230647129539 0.022743547508312031 0.0020401366909798 -0.040220036044194364 -0.019489165266859114 0.053830199970892161 0.044736037521673294 0.0052731906169285444 0.074318162039969091 0.0098959658046581037 -0.0056743475886093485 0.017855823452704912 -0.028403961011724828 0.01636679801183397 -0.032540191231735842 -0.019999078145846644 -0.0024996739644415509 leaf_weight=348.25619669258595 53.944613023661077 48.343758065253496 11.589779315516351 404.18909761123359 174.61668164655566 569.72211535274982 5.8961280081421128 12.154190366156405 9.3545151837170106 115.56408183835447 133.7048153989017 17.472534828819335 126.40391798131168 6.8778239712119094 5.0197061374783507 7.2874937765300265 5.9459321070462439 8.8258429281413555 85.248561205342412 5.9939475366845718 18.58756656199694 12.080507282167671 26.146225681528453 29.800891573540866 5.6753406338393679 leaf_count=5180 1309 519 186 4369 2125 8204 60 121 79 1001 1351 172 2472 64 84 140 91 119 1150 129 357 191 434 701 67 internal_value=-0.000665528 0.000904835 -0.0120992 -0.00100449 0.00175273 0.00446493 -0.00762331 0.00997971 0.036226 0.0074922 0.011711 -0.00834714 -0.00846453 0.0136904 -0.0128673 -0.00218516 0.00461591 0.0392121 -0.000957162 -0.0243477 -0.0267376 -0.0106504 -0.02135 -0.0323746 -0.0275742 internal_weight=2248.7 1977.58 271.127 1634.1 1153.55 973.911 480.556 343.472 28.3865 315.085 249.269 65.8163 474.66 19.032 179.636 150.719 111.61 14.7718 96.8383 120.408 114.414 30.6681 39.1091 83.7455 31.8216 internal_count=30675 25801 4874 22494 14782 12573 7712 3307 264 3043 2352 691 7652 185 2209 2187 1546 210 1336 2687 2558 548 641 2010 501 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=23 num_cat=0 split_feature=0 42 14 14 10 17 37 6 44 40 36 20 31 31 17 32 5 9 31 24 7 5 split_gain=14.9078 10.0298 13.0879 11.2479 10.5681 10.2035 9.84905 9.5552 8.98581 8.87466 12.7027 11.7233 9.95071 8.77364 8.1659 6.61881 6.15917 6.15761 6.08775 5.7675 5.24119 4.15554 threshold=1.0000000180025095e-35 84500.000000000015 56.855000000000011 46.745000000000012 0.18015 0.61235000000000006 110.75000000000001 9.5000000000000018 706.50000000000011 7.0000000000000009 73.160000000000011 224.04000000000005 0.7853500000000001 0.52485000000000015 37.228550000000006 84.155000000000015 0.21570000000000003 1.5000000000000002 0.37610000000000005 1.0724500000000001 7387.0650000000014 0.23495000000000002 decision_type=10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 8 10 10 left_child=7 2 16 4 5 -3 -4 9 -6 11 13 14 -12 -11 -1 20 -2 -13 -17 -9 -5 -8 right_child=1 3 6 15 8 -7 21 19 -10 10 12 17 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 leaf_value=-0.032447800696396044 0.014215347208094004 -0.016830533213685103 0.052454634302598072 0.033294869518705507 -0.030735689743903328 0.059838403068503979 0.023522108793180216 0.070774581055671873 0.0029760448732883689 0.013936543236122319 0.0014369697205953414 0.0022839039757590615 0.017074997173100709 0.058575389390650316 0.0087339861125977115 -0.02277074314086823 0.083348531140525317 -0.014141320199981348 -0.0034182124470598218 0.011649653668246423 -0.020527074905598797 -0.015569775929732112 leaf_weight=44.29765407089144 6.3866719473153335 8.8213349115103465 6.8497572131454936 18.632391841150824 104.84447225742042 6.8481330303475252 7.3444958655163637 7.1539903618395329 23.775895534083247 29.012808617204428 423.34525712020695 773.75166050158441 133.36141020618379 18.09431167319417 15.665778733789919 44.014176340773702 7.3220947664231062 60.554848181083798 440.47735373768955 9.8282248526811617 5.012578483670949 35.421345617622137 leaf_count=927 142 226 83 278 2908 163 125 50 562 309 4722 7609 1273 197 252 844 118 925 8116 92 59 487 internal_value=0.000317825 -0.00562173 0.0132081 -0.00747441 -0.0197546 0.0179563 0.000809318 0.00312896 -0.0244905 0.00268862 0.0073671 -0.000469422 0.00521599 0.0320479 -0.02164 -0.00394557 0.0546367 0.00107026 -0.00522989 0.0393856 0.0213121 -0.00835793 internal_weight=2230.82 715.751 63.3244 652.426 144.29 15.6695 49.6156 1515.07 128.62 1498.08 603.814 894.27 556.707 47.1071 59.9634 508.137 13.7088 834.307 484.492 16.9822 23.645 42.7658 internal_count=30467 14111 955 13156 3859 389 695 16356 3470 16214 6501 9713 5995 506 1179 9297 260 8534 8960 142 337 612 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=29 num_cat=0 split_feature=28 0 22 31 4 31 23 24 8 18 20 42 37 43 33 18 17 31 20 0 20 31 41 14 8 34 26 10 split_gain=17.6545 12.9297 11.8426 11.7501 20.4482 10.7707 10.6871 10.5404 9.17704 12.6381 9.7673 9.11135 7.90309 12.1415 8.72591 7.57595 7.15008 7.61072 7.09614 6.55701 13.008 8.64176 6.48754 6.06951 6.0568 5.75486 4.34755 3.87408 threshold=1.0000000180025095e-35 1.5000000000000002 5249.630000000001 0.70495000000000008 8702.385000000002 0.7974500000000001 5.5000000000000009 1.5176500000000004 116.45500000000001 11.500000000000002 1411.7250000000001 162500.00000000003 7950.0000000000009 1765.5000000000002 0.91815000000000013 9.5000000000000018 0.52010000000000012 0.88435000000000008 2291.8550000000005 5.5000000000000009 433.45500000000004 0.45665000000000006 83.780000000000015 212.67500000000004 62.775000000000013 31.621300000000002 1.0000000180025095e-35 0.22455000000000003 decision_type=10 10 10 8 10 8 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 left_child=1 3 11 6 7 -6 23 -5 19 10 -10 15 13 22 -15 25 17 -13 -17 21 -21 -3 -4 -1 -8 -2 -18 -14 right_child=2 8 12 4 5 -7 24 -9 9 -11 -12 16 27 14 -16 18 26 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.029548973776909532 -0.016724610790160292 -0.039000128023232029 0.084537285046300023 0.0085884539657687595 0.11812428454474409 0.025831176678940016 -0.006080875363028578 -0.0060525108625290331 0.02700560864961174 0.066983580450835384 -0.018392307974774046 -0.018383226833291931 -0.04587972664478792 -0.039039634529978273 0.032551442230089128 0.056442004758913034 0 0.026360011934941391 -0.0078646554500703229 0.052320847460903076 -0.0074222793942827284 -0.01082788398449464 0.012213715579225379 0.02367882161555469 0.0039672417998573564 0.028194515119248083 -0.035496904664263668 0.0053528168705474881 leaf_weight=44.144842645153403 49.813674944452941 31.894993111491203 8.2834556205198169 789.47526389174163 5.0319852000102374 8.6400467194616795 230.16119164042175 144.41496905870736 19.599954122677445 7.5853711776435366 26.865802342072129 43.001544100232422 5.874413747340439 7.8143529212102276 7.2128117559477687 8.4258033186197245 9.6391418222337943 11.113651656545697 7.2571138758212337 10.112879114225505 49.391687205061316 174.77277934923768 5.5037040794268259 5.2175339162349692 425.67646198999137 7.2975204270333043 84.620493880473077 7.2446546712890267 leaf_count=889 938 783 121 8385 77 128 3483 1764 228 98 322 717 96 117 100 138 121 190 97 152 756 3641 73 55 4959 116 1849 125 internal_value=0.000202765 0.0018292 -0.0119356 0.00361338 0.0072482 0.0658762 -0.00126691 0.006315 -0.00734649 0.0112419 0.000817387 -0.0165568 0.0121397 0.0265799 -0.00447804 -0.00194897 -0.023629 -0.00879203 0.0276973 -0.0111679 0.00334543 -0.0153666 0.0587829 -0.0234651 0.000429431 -0.0105125 -0.0319129 -0.0188585 internal_weight=2236.09 1972.99 263.102 1652.76 947.562 13.672 705.2 933.89 320.223 54.0511 46.4658 221.169 41.9334 28.8143 15.0272 72.7941 148.375 54.1152 15.6829 266.172 59.5046 206.668 13.7872 49.3624 655.838 57.1112 94.2596 13.1191 internal_count=30518 25720 4798 19740 10354 205 9386 10149 5980 648 550 4166 632 411 217 1289 2877 907 235 5332 908 4424 194 944 8442 1054 1970 221 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=31 num_cat=0 split_feature=3 3 8 31 44 27 24 42 7 33 28 12 6 36 17 14 42 31 25 36 6 17 12 36 18 36 17 7 24 33 split_gain=15.0653 18.9325 13.9091 13.1936 10.1734 11.0811 21.9142 9.69584 14.532 9.39946 9.47429 9.04863 8.55291 8.4148 8.15364 8.01666 7.78023 7.63007 6.62297 6.46734 5.98115 6.41821 11.6895 6.14026 5.87252 5.68107 5.41528 5.13864 4.77953 4.17611 threshold=1.0000000180025095e-35 6.5000000000000009 27.305000000000003 0.64915000000000012 309.50000000000006 2.5000000000000004 1.2697500000000004 143500.00000000003 281.60000000000008 0.88195000000000012 1.0000000180025095e-35 86.335000000000022 2.5000000000000004 92.325000000000003 3.6473000000000004 73.975000000000009 180500.00000000003 0.85235000000000005 3999.2850000000003 83.395000000000024 6.5000000000000009 2.0054500000000002 91.215000000000018 98.195000000000007 1.5000000000000002 96.515000000000015 1.3470000000000002 8332.8250000000025 1.1510500000000004 0.67175000000000007 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 8 8 left_child=2 3 7 11 5 12 -7 8 17 13 -11 27 -4 -6 16 -13 -5 -1 29 -16 21 26 -23 -22 -10 -20 -3 -2 -25 -9 right_child=1 20 4 14 9 6 -8 18 24 10 -12 15 -14 -15 19 -17 -18 -19 25 -21 23 22 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.066232528570991309 -0.02999469730645692 0.018332401090262487 -0.0017222024422437678 -0.0024187262226978284 -0.021614670295396172 0.0062763370711802144 0.05238292221510308 -0.0038077349701302631 0.024340548259142242 0.039113593657714885 4.9832293024090242e-05 -0.039279761544496472 0.027198291524636958 0.012181697549328177 -0.027815167858957931 -0.0018564854317562323 -0.018048088708276629 0.00484609760185448 0.0019360085377141296 0.015177755538496424 -0.0095042924269406245 0.0050568136305750508 0.072891750281863718 0.054634364560831573 -0.012119733597176129 -0.021100864321390297 -0.022519485205158278 0.0049812825755918451 -0.0057811503314374665 -0.033498663535328349 leaf_weight=11.778938246890904 124.2738472064957 36.802683427929878 652.4254374364391 262.36747609358281 21.049854412674904 221.22295978013426 28.30481041315943 16.179316768422723 12.565371224656699 56.709468415006995 21.587068820372224 15.986453019082544 25.598582342267036 110.10050958767533 8.9273871444165689 93.823000505566597 114.17306843679398 8.9708858393132669 70.35563612356782 72.621003374457359 42.947933867573738 12.387384004890921 12.78479355573654 6.7524645533412677 57.878724811598659 41.716757555492222 9.3250199221074563 10.912420141510664 5.1275528315454721 51.307725934311748 leaf_count=171 3107 341 7560 4139 149 2630 417 317 148 431 259 244 365 893 189 1391 2224 118 924 1337 433 132 103 64 583 637 97 208 61 934 internal_value=-0.000584885 -0.00592914 0.00256148 -0.00913366 0.00498952 0.00272782 0.0117145 -0.00759723 0.0056001 0.0149213 0.0285429 -0.0184819 -0.000584508 0.00659697 -0.00409376 -0.00765514 -0.00720629 0.0413659 -0.0143214 0.0101307 0.0118261 0.0212724 0.0411695 -0.000529615 -0.00529653 -0.00670557 0.00966522 -0.0271188 0.0297458 -0.0266131 internal_weight=2236.96 829.212 1407.75 703.085 1137 927.552 249.528 270.753 91.1939 209.447 78.2965 244.996 678.024 131.15 458.089 109.809 376.541 20.7498 179.559 81.5484 126.128 71.2999 25.1722 54.828 70.4441 112.072 46.1277 135.186 11.88 67.487 internal_count=30606 14070 16536 12839 12704 10972 3047 3832 1020 1732 690 4950 7925 1042 7889 1635 6363 289 2812 1526 1231 673 235 558 731 1561 438 3315 125 1251 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=29 num_cat=0 split_feature=3 3 20 11 26 28 22 37 11 42 39 23 3 19 10 29 25 7 25 36 39 10 39 17 36 20 24 11 split_gain=22.2127 17.9389 10.7102 18.3371 10.3639 9.75545 11.9131 9.56309 10.6528 10.3346 9.20343 9.06926 8.06896 7.04141 7.82288 7.68283 7.00644 6.99264 6.94069 6.9433 6.79185 5.32284 4.843 4.65525 3.35581 4.01645 2.32689 0.441703 threshold=1.0000000180025095e-35 7.5000000000000009 688.75500000000022 4599.2700000000013 1.0000000180025095e-35 1.0000000180025095e-35 28769.070000000003 3650.0000000000005 1453.7800000000002 81500.000000000015 0.19395000000000004 11.500000000000002 3.5000000000000004 0.18095000000000003 0.33035000000000009 1600.5000000000002 2068.5750000000003 299.99500000000006 2199.9750000000004 91.195000000000007 0.07715000000000001 0.99935000000000007 0.19205000000000003 2.5644500000000003 90.535000000000011 552.98500000000013 1.2067500000000002 7860.7200000000012 decision_type=10 10 8 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 8 8 10 10 10 8 8 10 10 10 left_child=2 7 3 13 24 18 20 9 22 16 21 -12 -10 15 -15 -1 -2 -11 23 -20 -7 -6 -9 -4 -3 -26 27 -5 right_child=1 4 5 26 10 6 -8 8 12 17 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 leaf_value=-0.0039880095098360682 0.070166370611433881 -0.032312324401808 0.00089620496848537366 -0.046542498944857541 0.0056152827971070098 -0.029100526130264766 0.056021720761754518 0.00014110409216949371 -0.030479090452806348 -0.020978163130006451 -0.010769186125322114 0.048176211071774389 0.0052871261329020258 0.022979973668091923 -0.022971251327883635 0.011458233325874489 0.010354925872719663 -0.0018871262377141464 0.0038370582016550117 0.013792308759595938 -0.0020103020128177042 0.054375835418123235 -0.014853790502654627 -0.031672133615536301 0.0347831917667841 -0.0074195378541014019 -0.0030607570509754382 -0.029016521278043158 leaf_weight=146.70529984775931 6.1752682160586145 8.4619993232190591 40.999092649668455 15.298349732533095 7.698311321437358 30.996452212333679 6.3830081373453131 104.64658658765256 114.2239136621356 56.968132994137704 22.497018866240982 8.0208969600498659 17.688426364213228 10.486025987192987 47.617364687845111 175.44386009126902 17.704669920727611 284.24885398056358 261.52346179261804 545.5450173523277 85.872172932140529 25.650604151189327 108.47892711218446 13.820991193875669 6.1543320976197746 25.43405993655324 6.171361230313777 20.593307794071734 leaf_count=2127 85 73 481 355 87 544 55 1842 2797 1318 199 61 441 139 635 2350 225 4569 2433 5422 1044 194 1621 176 66 286 146 561 internal_value=0.000868027 -0.00569912 0.00467127 -0.00197783 0.0135967 0.00752583 -0.0055705 -0.00854493 -0.0145053 -0.00287415 0.0259692 0.00560154 -0.0256418 0.00150775 -0.0143453 0.00441804 0.0282215 -0.00514108 0.0094087 0.0105813 -0.00942365 0.0437566 -0.00750153 -0.0076455 -0.00616358 0.00146439 -0.0329071 -0.0376814 internal_weight=2221.51 814.052 1407.46 422.316 103.917 985.14 123.252 710.135 345.038 365.097 63.8668 30.5179 131.912 380.253 58.1034 322.149 23.8799 341.217 861.889 807.068 116.869 33.3489 213.126 54.8201 40.0504 31.5884 42.063 35.8917 internal_count=30332 13864 16468 6313 966 10155 1643 12898 6701 6197 541 260 3238 5251 774 4477 310 5887 8512 7855 1588 281 3463 657 425 352 1062 916 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=31 num_cat=0 split_feature=9 33 21 19 7 29 14 37 17 8 31 4 37 25 32 27 14 41 6 27 25 34 12 37 21 20 38 25 12 24 split_gain=16.6636 13.2461 13.41 16.1043 15.0881 14.7296 14.2507 10.3962 8.93413 11.3845 12.4863 8.68965 8.27218 9.65498 8.32889 7.71039 11.0781 7.66497 6.62204 6.52452 6.21509 6.05532 9.99081 5.64721 3.53147 2.52207 2.47588 1.37838 1.23261 0.837865 threshold=1.0000000180025095e-35 0.90665000000000007 79.565000000000012 0.0022500000000000007 6802.6100000000015 3912.2500000000005 71.695000000000007 4506.5000000000009 0.14325000000000002 151.52500000000003 0.74475000000000013 6600.3300000000008 4180.0000000000009 9999.7550000000028 97.835000000000022 7.5000000000000009 53.745000000000012 57.735000000000007 1.0000000180025095e-35 5.5000000000000009 11013.265000000001 4.9392500000000004 91.215000000000018 1.0000000180025095e-35 3633.1400000000003 1378.3200000000002 2.5000000000000004 20400.205000000005 99.495000000000019 1.1013500000000003 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 left_child=1 8 4 6 28 -5 -4 -6 9 19 -11 17 13 21 18 16 -15 -10 20 -1 -14 23 -23 -2 -17 -20 27 -16 -3 -13 right_child=12 2 3 5 7 -7 -8 -9 11 10 -12 29 14 15 26 24 -18 -19 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011566366098879457 0.020132795766726011 -0.040260251866176822 0.062712673777714084 -0.0051453106541848141 0.033964678589561891 0.024281571873474656 0.016821545254121308 -0.015731812490412844 -0.018755058502357425 0.060693590198564677 -0.014201738424630567 0.022792671868425676 -0.010751311312710236 0.059895608877607448 -0.029019505235855225 0.0014857925651705741 0.0063574293072565001 0.002048127209263324 -0.0071614696236537313 0.040184263747851647 0.022276403722833838 -0.01132798348641101 0.024848691378539692 -0.03253006935262031 -0.045015535439636607 -0.044641389877217684 2.1108852451270575e-05 -0.049980157820014831 -0.010346050935587053 0.060614064224909052 leaf_weight=280.53275580331683 5.0496498933061948 23.271818406879902 29.430565282702446 92.929599445313215 22.060833174735308 76.646329987794161 41.390373516827822 18.378005307167768 44.951006820425391 11.220716714859011 9.4862667471170408 5.3013726864010078 40.259386871010065 13.615624828264115 51.397384435869753 10.720987104810776 30.098181444220245 1196.2155503463 7.8498696666210916 5.2270911261439315 20.741835005581379 93.301109864376485 22.898084372282028 37.912910029292107 5.3504441743716589 12.724634094163774 5.4683132246136656 13.264905905351041 5.5581099092960384 5.0021083522588015 leaf_count=3519 92 373 278 1191 157 822 318 145 699 107 90 61 726 238 1559 286 473 14605 263 65 281 1985 363 881 122 385 104 278 51 78 internal_value=-0.000237222 0.00168376 0.0111113 0.0166884 -0.00813501 0.00819036 0.0365695 0.0114241 -0.000192831 -0.00783266 0.0270787 0.00167882 -0.00990839 -0.00363172 -0.0188512 0.0133201 0.0241115 0.00127619 -0.00775443 -0.0104655 0.000576398 -0.0100739 -0.00400519 -0.0259094 -0.0154324 -0.031568 -0.0313982 -0.0340912 -0.0352009 0.0453345 internal_weight=2238.26 1867.6 309.666 240.397 69.2688 169.576 70.8209 40.4388 1557.94 306.467 20.707 1251.47 370.653 218.947 151.706 59.7852 43.7138 1241.17 81.5757 285.76 61.0012 159.162 116.199 42.9626 16.0714 20.5745 70.1306 64.6623 28.8299 10.3035 internal_count=30595 22559 3335 2609 726 2013 596 302 19224 3781 197 15443 8036 4440 3596 1119 711 15304 1655 3584 1007 3321 2348 973 408 648 1941 1837 424 139 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=29 num_cat=0 split_feature=9 3 23 8 20 12 33 42 15 17 4 20 38 17 21 11 20 35 39 11 22 12 41 43 13 20 17 7 split_gain=18.1369 10.7711 10.5715 9.94389 9.85932 12.0656 9.81139 10.0151 8.12217 8.03754 11.0503 7.01881 6.9546 6.41616 6.21862 6.05827 14.4876 15.9999 7.53617 5.6479 9.29242 8.16839 5.86062 2.71932 3.73129 1.98746 1.40765 0.412313 threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 125.45500000000001 603.69500000000005 118.95500000000001 0.94495000000000007 88500.000000000015 1.2943000000000002 1.0834500000000002 3000.0150000000008 1951.3950000000002 2.5000000000000004 0.08925000000000001 11251.855000000001 15499.855000000001 4739.7300000000005 2.5000000000000004 0.37275000000000008 776.63000000000011 1352.3600000000004 64.495000000000019 75.405000000000015 893.50000000000011 1.0169500000000002 1086.6250000000002 10.440500000000002 5287.2100000000009 decision_type=10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 8 10 left_child=1 3 19 9 13 -6 8 -8 12 14 -11 -9 -3 -5 -1 16 18 -18 -4 20 22 -22 -2 25 -25 -21 -10 -17 right_child=2 6 15 4 5 -7 7 11 26 10 -12 -13 -14 -15 -16 27 17 -19 -20 23 21 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.0047550460383858238 0.0023270521667723676 -0.0022954747613630959 -0.0085356755358532276 0.028011078530644853 0.041149586004912753 0.010759317351305605 0.060541227879294772 -0.013244251370740884 -0.045273433818041747 0.0042814605479744097 0.045832712071938252 0.023089325941535434 -0.016735357913135643 -0.022598276443777123 0.039480728571536859 -0.017683426221349618 0.076285771021965654 -0.019667395578298309 0.032185748043674363 -0.025516319001456129 0.052698929856081905 -0.0045895395420662193 -0.025421454451013677 -0.0034236161848144988 -0.034854769531690359 -0.04831226257307801 -0.01575360245633221 -0.046108297288025193 leaf_weight=377.01583143696189 25.010088110342622 510.38041512854397 108.15802884288132 7.1893278844654551 43.596255164593458 129.4520695284009 9.1696517616510373 24.207993319258094 13.296707397326825 572.62736390717328 15.511682853102682 27.036571569740772 99.098781388252974 25.67885734513402 7.1028434950858346 5.023568928241728 11.33668175712228 6.0666659921407691 11.66330110747367 29.34071783721447 8.3266926165670139 17.874881163239483 72.682672400958836 22.747159233316779 15.971378708258269 20.715051840059459 8.678679261356594 5.526580635458231 leaf_count=4070 597 8012 1988 69 316 1060 75 304 336 6160 206 290 1152 258 66 168 170 90 194 1050 171 299 1431 548 504 594 203 100 internal_value=-0.000973602 0.00100518 -0.0112281 0.00391405 0.0138712 0.0186367 -0.00393959 0.0151295 -0.00579296 0.00178798 0.00546176 0.00590462 -0.0046751 -0.0108805 -0.0038237 -0.000903891 0.00197483 0.0433144 -0.00429692 -0.0183407 -0.0112312 0.0147006 -0.0183154 -0.0279715 -0.017066 -0.0358096 -0.035026 -0.0357092 internal_weight=2230.49 1870.04 360.443 1178.17 205.917 173.048 691.869 60.4142 631.455 972.258 588.139 51.2446 609.479 32.8682 384.119 147.775 137.225 17.4033 119.821 212.669 123.894 26.2016 97.6928 88.7743 38.7185 50.0558 21.9754 10.5501 internal_count=30481 22577 7904 12205 1703 1376 10372 669 9703 10502 6366 594 9164 327 4136 2710 2442 260 2182 5194 2498 470 2028 2696 1052 1644 539 268 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=23 num_cat=0 split_feature=3 15 6 7 0 3 7 39 43 29 32 12 20 17 22 34 33 19 19 15 32 17 split_gain=15.2948 12.8775 11.9601 11.8188 9.92782 9.10229 8.96285 8.32899 8.29237 7.81295 7.52219 7.45792 6.35462 6.13928 5.34634 8.1815 6.66593 3.45329 3.09546 2.91366 2.53701 0.485494 threshold=1.0000000180025095e-35 2.3726000000000007 5.5000000000000009 750.32500000000016 1.0000000180025095e-35 7.5000000000000009 1623.9300000000001 0.34205000000000008 2038.5000000000002 8702.2727500000019 92.215000000000018 70.435000000000016 9226.5500000000011 2.7385500000000005 4099.9900000000007 31.995300000000004 0.92685000000000006 0.088250000000000009 0.17825000000000002 6.7519000000000009 99.535000000000011 -11.604149999999999 decision_type=8 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 left_child=2 5 3 14 6 9 -5 13 -6 11 -4 -2 -11 -7 15 -1 -16 -12 -9 20 21 -3 right_child=1 19 10 4 8 7 -8 18 -10 12 17 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.0052829539922810056 -0.011125867129844225 -0.025646413992889496 -0.0011368251173441805 0.015615306031888217 -0.014022262211158903 0.007680086161615556 0.0039057900940766099 -0.043788620127344566 0.02024211507678619 -0.034634598230432176 0.030290542504957964 0.00014964813718212894 -0.00099162743542519582 0.037686004813755627 0.019873116643424296 -0.030715186376621486 -0.01536066278537249 0.092058113780380507 -0.0042177423357119296 0.0035875795542991947 -0.010166760326839719 -0.045844612909101044 leaf_weight=260.26493305061013 254.92851182166487 10.535244404338295 6.4480769783258465 214.83943752758205 104.08516104519367 60.326970838010311 685.99706450104713 6.4281642101705074 20.206437748856843 40.627294419333339 6.3131753206253034 341.38518847618252 21.736747207120061 23.540149249136448 38.751928895711899 35.287766846828163 19.23935139644891 5.4269615989178419 16.550080962479118 5.2211015624925485 9.974668965674935 24.059289982542399 leaf_count=4388 5334 322 74 2225 1781 548 6056 58 284 582 77 5136 281 192 549 576 294 64 157 175 412 840 internal_value=-0.000456137 -0.00589588 0.00271728 0.00216621 0.00488672 -0.00426465 0.00671814 0.00919396 -0.0082948 -0.00646601 0.0419376 -0.0046729 -0.0231881 0.016506 -0.00569952 -0.00842965 0.00803686 0.0642202 -0.0168607 -0.0302997 -0.0343708 -0.0407274 internal_weight=2212.17 815.313 1396.86 1378.67 1025.13 765.523 900.837 106.845 124.292 658.678 18.1882 596.314 62.364 83.8671 353.544 295.553 57.9913 11.7401 22.9782 49.7903 44.5692 34.5945 internal_count=30405 14037 16368 16153 10346 12288 8281 955 2065 11333 215 10470 863 740 5807 4964 843 141 215 1749 1574 1162 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=29 num_cat=0 split_feature=37 40 31 31 8 17 43 7 33 8 36 43 31 36 26 34 34 31 5 39 42 15 33 32 35 43 22 8 split_gain=14.8865 11.467 13.2326 12.6844 13.0033 12.4979 10.8874 9.91351 9.80219 9.50904 9.21106 8.26074 7.54453 7.35887 7.19009 5.81171 7.54711 5.97476 9.07527 5.55467 5.11185 4.7518 4.51498 3.22383 3.2113 3.20773 5.4685 1.44789 threshold=7300.0000000000009 3.5000000000000004 0.61955000000000016 0.7198500000000001 156.23500000000004 1.6358500000000002 271.50000000000006 1313.4200000000003 0.86715000000000009 127.92500000000003 86.965000000000018 670.50000000000011 0.63285000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 42.017900000000004 45.644000000000013 0.7853500000000001 0.87175000000000014 0.24865000000000001 165500.00000000003 1.1043500000000004 0.70595000000000008 92.25500000000001 2.5000000000000004 50.500000000000007 5064.5200000000013 8.3350000000000026 decision_type=10 8 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 8 10 left_child=1 3 13 4 14 9 23 11 -8 -4 -6 25 -7 20 -1 17 -17 24 -19 -15 -3 -13 -18 -5 -9 26 -2 -27 right_child=7 2 5 6 10 12 8 15 -10 -11 -12 21 -14 19 -16 16 22 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 leaf_value=-0.0030282049445558125 -0.027016724981021256 0.061353545116094622 0.0018795405567087022 -0.0025152128489102183 -0.019008934679741993 0.076756973770203588 -0.00091178385662555933 -0.011111992925963786 0.011554646660728566 0.03017732185588301 0.023759366180138002 0.04010423032702503 0.02045199135298174 -0.0093846182448212682 -0.020946606942160301 0.042747403027776375 -0.022795683354494826 -0.0065340929248910787 0.048916681836028604 0.0047396087073511544 0.0083147539560638421 -0.019284192275120998 0.0027139369628200538 -0.029251549159275875 -0.028951275014547341 -0.017092735693592619 0.028475407043442792 -0.041639819638148147 leaf_weight=84.215549441054463 16.150396673008803 6.1145881861448297 247.04262215457857 17.641735961660743 17.044864796102047 5.4414995834231368 470.37987587507814 71.135354763828218 235.62019746564329 32.854248171672225 40.699800414964557 6.3901079362258297 154.33562526945025 175.77644625864923 172.65751012507826 9.6207674108445627 19.283358914777637 45.061036142520607 7.7780895978212348 113.50190217792988 14.434831611812115 5.2301694238558412 118.11147019732744 33.676681697368622 41.610316791571677 10.225687758065758 5.0113417897373429 41.48642258066684 leaf_count=1207 336 72 3012 192 176 76 5908 1286 3210 278 460 112 1717 2560 3482 122 265 523 68 1390 190 181 1312 490 553 251 77 960 internal_value=-0.000480223 0.00143102 0.00617287 -0.0018825 -0.0103063 0.0117415 0.00161941 -0.00924105 0.00325214 0.00531454 0.0109414 -0.0243519 0.0228661 -0.00172585 -0.015126 -0.00507609 0.00212747 -0.0114762 0.00229253 -0.00382834 0.0264435 0.0135679 -0.000969054 -0.0203797 -0.0179364 -0.030568 -0.012958 -0.037297 internal_weight=2218.53 1821.44 749.502 1071.94 314.618 439.674 757.318 397.095 706 279.897 57.7447 84.4941 159.777 309.828 256.873 312.6 147.016 165.585 52.8391 289.278 20.5494 11.6203 137.395 51.3184 112.746 72.8738 21.1617 51.7121 internal_count=30466 24420 9295 15125 5325 5083 9800 6046 9118 3290 636 1917 1793 4212 4689 4129 1699 2430 591 3950 262 293 1577 682 1839 1624 413 1211 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=29 num_cat=0 split_feature=2 33 21 8 32 26 26 11 29 37 39 6 39 11 15 43 20 11 15 5 5 29 21 40 8 43 13 23 split_gain=10.5878 17.5724 27.4978 16.6919 17.5412 10.3794 11.121 9.96139 9.88917 8.54491 6.24912 6.23279 9.91217 9.4931 6.14741 5.91314 5.72797 11.1912 7.43113 4.8446 6.3713 5.19829 3.96819 3.96537 8.04111 3.10461 2.58142 1.40474 threshold=94.500000000000014 0.99095000000000011 18.650000000000002 4.8750000000000009 91.52500000000002 11.500000000000002 19.500000000000004 287.10500000000008 9602.7500000000018 3450.0000000000005 0.38280000000000008 1.0000000180025095e-35 0.45685000000000003 309.65000000000003 1.3860500000000002 2202.5000000000005 4875.7150000000011 13109.355000000001 1.2124000000000001 0.80720000000000014 0.70585000000000009 5999.5000000000009 329.37500000000006 3.5000000000000004 49.585000000000008 868.50000000000011 1.0510000000000002 7.5000000000000009 decision_type=10 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 left_child=1 5 8 22 -5 11 15 10 25 -10 19 12 -1 -13 -12 -7 23 18 -18 20 -2 -21 -4 26 -25 -3 -9 -19 right_child=7 2 3 4 -6 6 -8 16 9 -11 14 13 -14 -15 -16 -17 17 27 -20 21 -22 -23 -24 24 -26 -27 -28 -29 leaf_value=0.0030978680894685603 -0.0035056379024086971 -0.030257464564649596 0.019838616599396723 0.092871646804157215 0.031592794770543962 0.055754328955736676 -0.019738787986503477 -0.01439144967023241 0.056682108987011176 -0.00087336928241368405 -0.0027660016129271671 0.000891525923131901 -0.010279992393125523 -0.011401658387464882 0.065722872533008486 -0.002007848252761014 0.060961768128678928 -0.010329938836725597 -0.0040156818455046933 -0.034745393617701313 0.038391292007164873 0.015688802551790792 -0.028135052124764016 0.017245325444795363 -0.03760878830956664 0.0008338557869851384 -0.042783486928012045 -0.047146372585896962 leaf_weight=1025.6904827449471 77.370826916769147 27.081115523353219 6.9702607728540888 17.366555497050285 38.370577424764633 19.469793884083632 8.718528049066661 12.410127528011799 8.2492815162986535 20.658263720571995 6.0293062264099699 334.03728508763015 158.96432290971279 294.01677588094026 5.6659269947558641 5.3575138933956614 6.7285832073539558 5.0985898207873097 9.64823160599917 20.078991483896974 9.2539546024054271 5.9394347295165053 8.3384270444512349 11.964995901100339 12.802065569907425 10.73845064640045 39.426292596384883 8.3248300356790406 leaf_count=10577 1769 322 58 134 329 220 109 390 60 166 114 4239 1673 6094 102 58 137 172 197 347 178 64 66 403 322 133 1741 218 internal_value=-0.000212121 0.000966352 0.0181261 0.0395573 0.0520745 -0.000320575 0.0268247 -0.0103272 -0.00486544 0.01673 -0.000645794 -0.000840194 0.00129137 -0.00486442 0.0325839 0.043501 -0.0214825 -0.00257277 0.0243651 -0.00439625 0.00130012 -0.0228928 -0.00610829 -0.0286464 -0.0112738 -0.0215066 -0.0364818 -0.0351948 internal_weight=2214.77 1984.03 137.773 71.0458 55.7371 1846.25 33.5458 230.742 66.7271 28.9075 124.338 1812.71 1184.65 628.054 11.6952 24.8273 106.404 29.8002 16.3768 112.643 86.6248 26.0184 15.3087 76.6035 24.7671 37.8196 51.8364 13.4234 internal_count=30392 24238 1268 587 463 22970 387 6154 681 226 2574 22583 12250 10333 216 278 3580 724 334 2358 1947 411 124 2856 725 455 2131 390 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=30 num_cat=0 split_feature=37 3 4 20 5 26 11 9 23 44 34 19 42 10 20 4 29 16 29 26 7 31 42 8 7 18 34 13 8 split_gain=13.3499 9.37966 11.9136 11.1919 11.1161 8.97384 10.3008 8.02075 7.75863 7.74279 10.2647 9.85347 12.0904 8.02646 7.36891 9.09637 8.23538 7.27063 6.38695 5.98704 5.21031 4.75922 4.06045 4.01927 3.69204 3.56511 3.13455 0.598257 0.299495 threshold=7050.0000000000009 1.0000000180025095e-35 47.985000000000007 1330.7200000000003 1.0000500000000001 12.500000000000002 327.44000000000005 1.0000000180025095e-35 8.5000000000000018 304.50000000000006 22.333750000000006 0.065750000000000017 181500.00000000003 1.0907000000000002 19092.265000000003 6477.2300000000005 13500.400000000001 102.24500000000002 2999.8571500000003 7.5000000000000009 11614.985000000002 0.86355000000000015 166500.00000000003 86.77500000000002 3275.1250000000005 3.5000000000000004 12.616800000000003 1.4861000000000002 96.725000000000009 decision_type=10 10 8 8 8 10 10 10 10 10 10 8 8 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 8 left_child=1 3 5 4 17 6 -3 9 27 10 19 12 -11 -12 15 -5 -16 -1 26 -2 22 -13 -4 -7 -20 -6 -10 28 -9 right_child=7 2 20 14 25 23 -8 8 18 11 13 21 -14 -15 16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.0028495364215037327 -0.023331448595367611 0.0045603881971033296 -0.035175156045103011 0.0066695844806531068 0.0043702921608945403 0.066174933583680748 -0.009024575753349395 -0.049591108127160749 -0.044305685036250549 0.10481218242458544 -0.0034786953532259194 -0.02130581896288105 0.0020602476262032592 0.038717686064257087 0.013311999026636802 0.037465449857250165 0.066857120749598098 -0.043078696378939178 0.036431921028418655 0.025409221353914282 0.019693328903858644 0.028962204151047478 -0.011433107799700457 0.0059461657675623824 -0.0049167047602809519 -0.027110131495542235 -0.006751287716682132 -0.021612101158050227 -0.025127366670001684 leaf_weight=499.92534861247987 95.65954702720046 321.23804228939116 40.127129701897502 468.78426008950919 10.495363879948853 6.1641111122444254 244.92052721511573 19.001626630313694 10.909691426903011 5.0248251296579811 258.65848440025002 11.934174355119472 5.7270010784268388 10.77263706922531 21.276593277230862 24.445131605491042 10.666698999702929 7.7597347591072312 7.842703532427552 5.8388290628790847 6.503397366963326 6.3835030347108832 35.969572149217129 5.1898062713444233 12.917300182394682 45.782774936407804 11.905017380602656 7.4249607855454078 6.095492389053109 leaf_count=6894 1491 3751 1222 4178 109 91 4515 639 318 51 3243 153 66 94 142 307 57 99 178 97 145 58 1215 55 182 436 262 279 99 internal_value=-0.000273534 0.00174527 -0.00295029 0.00459587 -0.000288518 -0.00038704 -0.00131321 -0.00768952 -0.0224826 -0.00481372 -0.00678597 0.0195748 0.055339 -0.00163614 0.00984112 0.0082787 0.0328306 0.00205441 -0.00821235 -0.0202583 -0.0205928 -0.00293672 -0.0243114 0.0417592 0.0114306 -0.0211782 -0.0260256 -0.0406381 -0.0450316 internal_weight=2225.34 1749.25 660.113 1089.14 563.963 577.512 566.159 476.096 76.0968 399.999 370.929 29.0695 10.7518 269.431 525.173 493.229 31.9433 507.685 43.5747 101.498 82.6001 18.3177 76.0967 11.3539 20.76 56.2781 22.8147 32.5221 25.0971 internal_count=30426 23216 10994 12222 7538 8412 8266 7210 1957 5253 4925 328 117 3337 4684 4485 199 6993 940 1588 2582 211 2437 146 360 545 580 1017 738 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=29 num_cat=0 split_feature=40 31 8 3 7 34 36 21 31 8 27 24 8 6 27 7 25 25 19 6 8 36 44 25 29 19 24 29 split_gain=18.309 11.1845 15.7611 11.5729 9.85827 8.92441 7.74367 12.9068 7.50892 9.00849 10.2028 10.0118 9.36808 7.83733 8.64185 7.48873 7.00562 8.54434 6.9591 13.1871 6.64257 6.50212 6.21391 5.63464 5.48988 5.0739 4.71027 4.08597 threshold=3.5000000000000004 0.73515000000000008 118.29500000000002 16.500000000000004 12000.210000000001 3.3967000000000005 96.815000000000012 5856.6400000000012 0.80575000000000008 86.245000000000019 1.0000000180025095e-35 1.0531500000000003 89.840000000000018 1.0000000180025095e-35 50005.000000000007 1.0000000180025095e-35 2199.9750000000004 2761.0950000000007 0.17115000000000002 1.5000000000000002 19.955000000000002 98.205000000000013 45.500000000000007 21691.700000000004 316.96155000000005 0.14785000000000001 2.0366000000000004 15002.500000000002 decision_type=8 8 10 10 10 10 8 10 8 10 10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 8 10 left_child=1 2 3 26 5 20 27 -8 9 13 12 -12 -11 14 -2 -7 21 -18 25 -20 -3 22 -10 -19 -15 -4 -1 -6 right_child=8 4 18 -5 6 15 7 -9 16 10 11 -13 -14 24 -16 -17 17 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.015118139545936672 -0.00044534374235467546 -0.044259521003129791 -0.0013376358226383327 0.044698777163960438 -0.005723804073662896 -0.016431699143212432 0.064111136048710993 0.002659710000969524 0.024704811929984964 0.039928952802381429 0.058737817485436494 0.014035501449564808 0.0021887031250026842 -0.044621530794692027 0.022806919000934206 0.00078649009945989511 0.061764736994899067 0.019232012444023505 0.005444729409623106 0.066860644240589226 -0.0078421714597566531 0.041979666674171523 -0.025540634990858808 -0.009705695773413639 -0.0082806794930630791 -0.047505668579989911 -0.032271060006036793 0.022025707320873354 leaf_weight=255.44089062605053 293.04014190845191 19.942264709621668 57.888131022453308 6.5740371271967879 39.273191014304757 69.519690760411322 16.244458441622555 17.468412686139345 7.089367849752306 16.786762682721019 17.563507977873087 42.874112332239747 226.11813399195671 10.525164696387945 45.194599706679583 600.46356681548059 9.9404499288648349 122.22859113384038 43.956573843955994 10.051969673484562 33.593307232484221 5.1628589648753396 25.074031388387084 18.611275839619339 127.33054440654814 5.677527241408824 48.837099588476121 18.716654825955629 leaf_count=5187 3536 431 621 53 321 1649 159 179 91 230 141 421 2455 199 715 7303 119 1271 451 130 540 74 295 167 2402 62 1106 131 internal_value=-7.1103e-05 -0.004085 -0.0106163 -0.0165035 -0.000637639 -0.0026071 0.0147077 0.0334079 0.00508197 0.00290114 0.0096223 0.0278522 0.00497038 -0.00138197 0.00270493 -0.0010145 0.0140288 0.0188122 0.00491445 0.0179739 -0.0220623 -0.00515016 -0.0139039 0.0153313 -0.0113927 -0.0062106 -0.0179843 0.00336935 internal_weight=2211.19 1243.65 428.426 310.852 815.222 723.519 91.7027 33.7129 967.54 779.433 303.343 60.4376 242.905 476.09 338.235 669.983 188.107 150.78 117.574 54.0085 53.5356 37.3263 32.1634 140.84 137.856 63.5657 304.278 57.9898 internal_count=30439 18323 7610 6346 10713 9923 790 338 12116 10099 3247 562 2685 6852 4251 8952 2017 1557 1264 581 971 460 386 1438 2601 683 6293 452 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=31 num_cat=0 split_feature=37 36 14 14 36 43 0 33 29 43 14 18 17 29 25 20 11 5 33 43 31 7 19 20 33 7 25 10 32 8 split_gain=10.8256 10.4285 10.7396 10.1187 9.0308 12.1096 7.61976 8.52832 11.3758 8.02452 7.50025 6.43914 6.90486 6.36535 9.75878 6.16495 12.6346 13.6584 6.88183 5.28789 6.79773 5.01579 5.01129 5.00502 4.93541 10.5815 8.217 4.63542 5.92262 3.47827 threshold=1135.0000000000002 89.785000000000011 55.57500000000001 34.045000000000009 86.835000000000022 439.50000000000006 1.5000000000000002 0.88945000000000007 1931.4712500000003 261.50000000000006 96.215000000000018 10.500000000000002 0.48055000000000009 578.08335000000011 999.97500000000014 1394.3250000000003 19809.955000000005 0.14615000000000003 0.7662500000000001 334.50000000000006 0.83945000000000014 1541.1100000000004 0.12275000000000001 10514.930000000002 0.7259500000000001 2919.4550000000004 7335.6550000000007 0.16340000000000002 90.985000000000014 6.370000000000001 decision_type=10 10 8 10 10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 8 10 8 left_child=1 2 19 15 10 -6 7 9 -9 -5 -4 13 21 14 -3 27 17 -17 -18 -1 -21 -13 -14 -15 26 -26 -8 28 -2 -29 right_child=3 11 4 6 5 -7 24 8 -10 -11 -12 12 22 23 -16 16 18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.093579460901061742 0.037205351056980238 -0.020765199910335097 -0.02540497082043779 -0.0065074018263357319 0.094517094962198553 0.0023403287509447018 0.01787224945353599 -0.0040097844014481653 0.013811524315349289 0.0025086795051524852 0.025909267492210487 -0.032550634661826859 0.020404416240688172 -0.0088299290285563138 0.043077332346525131 0.041483928569322058 -0.046756631289228884 -0.0095191321490198256 -0.0074028899506894206 0.0034477224407686749 0.073851323301472219 0.027266504795097724 0.082285232987436022 0.025676222863246331 -0.019653790740609949 0.0029470501470660604 -0.018005843266705079 -0.004679528698543307 -0.020761269868936248 -0.027239230234218273 leaf_weight=6.3414443954825401 7.1695766914635888 8.1767758689820784 16.169515288434926 383.16504983510822 5.6010174080729467 8.1067294273525459 41.811538549140096 133.7158584408462 265.58512728568166 688.48486354574561 11.140475109219549 5.904334148392083 9.05959529802203 105.7312656743452 16.733120174147189 24.839297062717378 14.653986062854527 25.819310136139393 41.499895750544965 8.1540693463757652 5.2659878954291335 6.0977004747837782 5.5095409974455825 10.630860470235346 133.57892367430031 83.240817464888096 24.39384073857218 22.791022099554542 8.5330715943127853 82.331806212663651 leaf_count=79 125 127 181 4657 58 81 867 2001 2921 7686 96 74 99 1293 232 489 353 363 767 115 58 63 70 103 2665 1375 488 603 205 2141 internal_value=5.95755e-05 0.0103393 0.0279204 -0.00112851 0.01258 0.0442095 0.000158249 0.00160776 0.00783602 -0.000713392 -0.00412011 0.00381557 0.0259216 -0.000460069 0.0219352 -0.0110223 -0.00217907 0.0157112 -0.0183986 0.0573812 0.0346262 -0.00201591 0.0479088 -0.00544292 -0.00733676 -0.0109803 0.00450709 -0.0187169 0.00604894 -0.0224855 internal_weight=2210.24 228.622 60.7792 1981.61 41.0177 13.7077 1753.98 1470.95 399.301 1071.65 27.31 167.843 26.5712 141.272 24.9099 227.638 106.812 50.6586 56.1539 19.7615 13.4201 12.002 14.5691 116.362 283.025 216.82 66.2054 120.825 15.7026 105.123 internal_count=30435 2729 668 27706 416 139 22660 17265 4922 12343 277 2061 306 1755 359 5046 1972 852 1120 252 173 137 169 1396 5395 4040 1355 3074 330 2744 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=27 num_cat=0 split_feature=31 19 5 31 37 40 37 41 7 35 35 40 8 27 24 37 7 17 17 22 29 33 19 29 24 32 split_gain=13.8657 10.5521 9.87396 9.83781 8.81335 8.68176 8.34605 7.94163 7.9015 10.6607 7.86803 7.46779 7.08285 9.50148 7.39533 5.21242 5.03209 4.96231 6.15888 4.1603 3.09504 2.60223 1.725 1.48845 1.2206 0.835118 threshold=0.40905000000000008 0.32795000000000007 0.27555000000000007 0.93345000000000011 2650.0000000000005 3.5000000000000004 7300.0000000000009 40.260000000000012 637.40500000000009 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 64.27500000000002 2.5000000000000004 1.0000000180025095e-35 5050.0000000000009 5834.6050000000005 1.1245000000000003 2.7385500000000005 4468.5300000000016 4800.5555500000009 0.67165000000000008 0.18325000000000002 10758.333350000003 1.1812500000000001 97.555000000000021 decision_type=8 8 10 8 10 10 10 10 8 8 10 10 10 8 10 10 10 8 8 10 10 8 10 10 10 10 left_child=5 2 3 6 8 15 -2 24 25 -10 -9 -6 16 14 -14 17 21 23 -19 -13 -5 -7 -17 -1 -4 -3 right_child=1 4 7 20 11 12 -8 10 9 -11 -12 19 13 -15 -16 22 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.034681927122384333 0.00087217463739564362 -0.044347999473583935 -0.014009666148302008 -0.035861673168368323 0.024780458808599241 0.0033543783201641637 -0.016310351678866779 0.015434532481825469 0.072680037130234118 0.0030366735213359962 0.003210866543492617 -0.02979657710341186 0.026735193498643801 0.05712565352088414 -0.0078800286249013484 -0.048068706946233178 0.016041455469121356 0.046883943877315502 -0.017862083278863319 0.0057105022235460845 -0.0032941907314106272 -0.030656175306287101 -0.011654391871091069 -0.0037833991277797492 -0.046535595560903233 -0.011696311696534059 leaf_weight=16.700744517147545 441.36881101131439 5.0639702863991243 7.5872424161061627 28.643362698145211 7.0585628170520058 5.9409420974552622 83.036114694084972 149.07312479335815 5.9756539054214945 27.171813979744911 1102.3087453953922 73.581405023112893 17.120043646544218 6.024864067323505 102.18961370550096 24.566025055479262 7.2746955063194028 5.4331930708140117 7.5615785950794816 8.6880227066576463 10.429175785742698 42.808936539106071 5.0447808587923637 5.8262100368738166 6.6612415220588446 5.1145772021263838 leaf_count=305 7598 86 103 573 95 103 1764 1953 68 269 12755 941 208 64 1219 555 91 121 158 112 164 734 93 72 112 91 internal_value=-0.00060357 0.000800586 0.00179307 -0.00370351 -0.012758 -0.0117572 -0.00186492 0.00424517 0.00557452 0.0174988 0.00468219 -0.0216683 -0.0060287 0.00057471 -0.00269051 -0.0272999 -0.0206401 -0.013582 0.0102671 -0.0259633 -0.0275927 -0.0264268 -0.0426116 -0.0274036 -0.0315982 -0.0309023 internal_weight=2208.25 1961.76 1829.11 563.477 132.654 246.492 524.405 1265.63 43.326 33.1475 1251.38 89.328 181.359 125.335 119.31 65.1325 56.0246 35.5217 12.9948 82.2694 39.0725 48.7499 29.6108 22.527 14.2485 10.1785 internal_count=30407 26684 25022 10099 1662 3723 9362 14923 514 337 14708 1148 2419 1491 1427 1304 928 656 279 1053 737 837 648 377 215 177 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=26 num_cat=0 split_feature=37 43 34 40 34 22 37 7 7 8 3 17 17 33 8 23 15 31 8 12 31 17 40 42 12 split_gain=11.6606 11.1409 9.02999 7.10067 10.3427 9.23635 7.06226 8.71205 7.79551 6.87347 6.76484 6.74901 6.666 6.87822 6.34517 6.30146 6.223 6.08249 6.0724 8.53564 4.35762 3.35456 2.66172 1.76371 0.512605 threshold=7300.0000000000009 2402.5000000000005 56.529500000000006 1.5000000000000002 15.29095 399.96500000000009 1450.0000000000002 5000.1550000000016 347.55000000000001 35.305000000000007 3.5000000000000004 2.3661500000000006 -1.3188499999999996 0.85245000000000015 47.985000000000007 8.5000000000000018 1.5491500000000002 0.62175000000000014 59.235000000000007 57.795000000000009 0.84255000000000013 1.0479500000000004 3.5000000000000004 115500.00000000001 16.675000000000004 decision_type=10 10 10 10 8 10 10 10 10 8 10 10 8 10 10 10 8 8 10 10 10 10 10 10 10 left_child=1 3 9 4 5 -1 8 -8 -5 10 21 -6 -4 14 -14 -15 17 -11 23 -20 -21 -2 -18 -3 -25 right_child=2 18 12 6 11 -7 7 -9 -10 16 -12 -13 13 15 -16 -17 22 -19 19 20 -22 -23 -24 24 -26 leaf_value=-0.0044672825377248659 -0.012442210443788765 -0.011330737427758742 0.048355861178125382 -0.010019435748602989 0.021629822927283618 0.049184584789157125 -0.0015289109232869485 0.0077683873575862816 0.014912924487643534 -0.018277324273175265 0.011961594798948054 0.069368321635766658 0.0094762822379925952 -0.01682795576540284 -0.024688983409039272 0.019907004416953866 -0.043287603449698703 0.0023522200805772041 0.042779451039868931 -0.033335225641059833 0.0027847368097224548 -0.039652395668773981 -0.0087915875419101123 -0.022396125300761988 -0.0466480968846225 leaf_weight=67.675716926343739 17.646742978133261 8.5467135990038532 6.7203816473484039 37.299952236935496 46.999960182234645 8.0762034459039551 1098.3249146034941 325.78397500794381 172.01625885348767 51.011511282064021 9.3731250269338471 8.4914632812142354 20.58737435657531 14.178178134374319 35.843726099468768 49.80860557127744 15.081742443144323 112.56823749467731 6.9183117859065524 15.342108990997078 16.31048346310854 43.403826228808612 10.161424371413885 7.214754173532131 15.782793603837488 leaf_count=923 541 203 90 610 522 149 16007 3148 1857 869 168 106 293 200 438 527 424 1359 93 217 193 911 194 217 287 internal_value=0.000324245 0.00198969 -0.0075561 0.00277261 0.0139232 0.0017539 0.00186564 0.000598421 0.0104197 -0.012897 -0.0261628 0.0301221 0.00331118 0.000378555 -0.0121897 0.0115566 -0.00781128 -0.00412258 -0.0174064 -0.00373562 -0.0150543 -0.0321951 -0.0304562 -0.0333403 -0.0404985 internal_weight=2221.17 1834.78 386.385 1764.67 131.243 75.7519 1633.43 1424.11 209.316 259.247 70.4237 55.4914 127.138 120.418 56.4311 63.9868 188.823 163.58 70.1152 38.5709 31.6526 61.0506 25.2432 31.5443 22.9975 internal_count=30546 24532 6014 23322 1700 1072 21622 19155 2467 4466 1620 628 1548 1458 731 727 2846 2228 1210 503 410 1452 618 707 504 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=27 num_cat=0 split_feature=40 31 6 33 0 5 39 20 33 22 22 4 31 31 43 44 36 36 33 19 37 30 11 31 19 36 split_gain=11.0387 9.06626 11.7996 13.3675 10.1105 9.78033 12.8585 8.64796 11.9213 8.92888 10.4932 8.48358 7.64128 9.16783 9.8218 9.23304 5.40369 8.59182 7.66719 4.50014 3.78845 5.02642 5.42557 2.35256 1.81164 0.53854 threshold=3.5000000000000004 0.40905000000000008 7.5000000000000009 0.62825000000000009 6.5000000000000009 0.12595000000000003 0.27395000000000008 2137.3750000000005 0.38795000000000007 2616.1900000000001 271.25000000000006 11000.210000000001 0.79405000000000014 0.88255000000000006 2038.5000000000002 347.50000000000006 94.795000000000016 89.385000000000005 0.80005000000000015 0.079650000000000012 5050.0000000000009 2.5000000000000004 1.0000000180025095e-35 0.26835000000000003 0.17825000000000002 95.055000000000021 decision_type=8 10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 8 10 10 10 10 8 10 8 10 10 left_child=1 20 5 -4 -5 11 -7 8 -2 10 -10 -3 16 14 -14 -15 17 -9 -18 -11 21 22 -1 -23 25 -22 right_child=7 2 3 4 -6 6 -8 12 9 19 -12 -13 13 15 -16 -17 18 -19 -20 -21 24 23 -24 -25 -26 -27 leaf_value=0.030923903551549992 0.061856118379607576 -0.017252926926425206 0.089734457751040608 0.032746356781201157 -0.018017277484167579 0.00331615022863234 -0.0090786353966091846 0.014992570664325586 0.0013609685950826652 0.0065568045911675518 -0.023455728958369497 0.016113873641127846 0.020977828389712821 0.04677730868665738 0.065625931654180431 -0.017901070444689561 -0.0024942564482073716 -0.017418837369854581 0.034722686008160884 0.040145774995261729 -0.045582309036979518 0 -0.021771031917634982 -0.039277391513080413 -0.0052910109250769773 -0.021380466377526532 leaf_weight=10.550643014721574 7.1653335914015761 160.9583191331476 5.5339880343526593 22.410533379763365 15.902149067260323 640.34723948687315 309.47285250388086 36.357554269954562 654.75369495619088 20.890620007179677 44.549778818152845 20.640608320944011 42.044684331864119 6.5803976133465794 17.83785386197269 19.272287924773991 25.13996447622776 44.078138065524399 28.834333453327417 19.765216140076518 16.788579497952021 5.2954201772809055 7.4526496035978189 12.01793908793479 5.3067210661247364 7.0572248855605713 leaf_count=162 122 3954 72 217 202 8165 3962 342 8328 335 781 407 376 59 163 177 315 486 371 243 359 75 233 182 99 202 internal_value=0.000337654 -0.00278246 -0.00176746 0.0233775 0.0116268 -0.00276612 -0.000722393 0.00434056 0.00175947 0.00108808 -0.000244099 -0.0133656 0.0130301 0.0246259 0.0352192 -0.000123081 0.00546936 -0.00270303 0.0175669 0.0235782 -0.0208998 -0.00927426 0.00884942 -0.0278473 -0.0340429 -0.0397698 internal_weight=2207 1239.73 1175.27 43.8467 38.3127 1131.42 949.82 967.27 747.125 739.959 699.303 181.599 220.145 85.7352 59.8825 25.8527 134.41 80.4357 53.9743 40.6558 64.4692 35.3167 18.0033 17.3134 29.1525 23.8458 internal_count=30389 18291 16979 491 419 16488 12127 12098 9809 9687 9109 4361 2289 775 539 236 1514 828 686 578 1312 652 395 257 660 561 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=29 num_cat=0 split_feature=12 37 24 40 42 40 3 34 31 8 43 20 40 44 20 31 43 27 40 17 36 19 33 31 12 5 31 33 split_gain=10.5615 11.9158 9.29863 13.4939 11.5366 9.25078 10.1113 9.2312 8.1415 8.09603 14.7998 7.72174 7.64972 11.1951 7.54451 7.51442 7.15306 12.8328 6.42029 5.67381 5.59538 4.93667 4.13895 3.95477 3.28768 2.46288 1.68287 1.28645 threshold=25.645000000000003 2040.0000000000002 1.0108500000000002 3.5000000000000004 126500.00000000001 1.5000000000000002 17.500000000000004 8.3363500000000013 0.76005000000000011 49.585000000000008 618.50000000000011 1546.7750000000003 3.5000000000000004 230.50000000000003 561.30000000000007 0.87285000000000013 2131.5000000000005 10.500000000000002 3.5000000000000004 1.69635 98.085000000000022 0.035650000000000008 0.50485000000000013 0.85235000000000005 122.09500000000001 0.068050000000000013 0.53315000000000012 0.96505000000000007 decision_type=8 10 10 10 10 10 10 8 8 8 8 10 10 8 8 10 10 10 10 10 8 10 10 8 8 10 10 8 left_child=1 2 3 27 8 7 12 19 -4 10 -9 18 15 -14 -11 -7 17 -13 26 20 -2 -18 -20 -21 -8 -6 -3 -1 right_child=5 11 4 -5 25 6 24 9 -10 14 -12 16 13 -15 -16 -17 21 -19 22 23 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.020334678071685319 -0.033092787726215919 -0.016185134781788842 -0.013344552215042181 0.095639899703562722 -0.00091070269867086606 -0.0053978747444983627 0.056578685985449934 0.095065154338662014 0.051394398270272507 -0.038091779699286427 0.015216203018652705 -0.017686968296553373 0.0015152502878189311 0.018483021437871602 0.018482629302068499 0.0049327881620223543 -0.034195442889778986 0.029393560265042497 0.027474886559739644 -0.0017087270590311146 0.018037691724165035 0.0074811511197918033 -0.01660561410319494 0.046906577759733725 0.013302512206643528 -0.040858918570671657 -0.0420938552977205 -0.012244360439340372 leaf_weight=5.0071582440286848 19.093599561601877 10.260543193202464 7.5860952148214009 5.9292337158694854 5.7510644029825952 702.8815988576971 9.0973544809967262 8.8930177539587003 10.633737924508749 5.478637257590889 15.653231807984413 27.546447896398604 764.9376902198419 110.57292887289077 66.07547103613615 233.39054754003882 24.196138856932521 28.315650876611471 5.1207331055775276 10.355827817693354 6.4262037612497833 9.2101325588300806 40.302426534704864 5.743370631709694 9.8688297122716921 12.985575765371321 40.393063833005726 5.0229083327576527 leaf_count=93 272 374 110 97 116 10393 60 118 134 78 218 402 9425 1201 764 2601 593 501 101 162 103 152 766 68 65 184 1177 129 internal_value=0.000454879 -0.00946199 0.0112558 0.0419309 -0.0026149 0.00166194 0.000715384 0.0141129 0.0248874 0.0225728 0.0469298 -0.0154324 0.000322447 0.00368255 0.0136167 -0.00281483 -0.00469066 0.00618674 -0.0252103 -0.00537547 -0.0198343 -0.0226764 -0.0110437 0.0170712 0.0361049 -0.0295179 -0.0373575 0.00393533 internal_weight=2206.73 238.261 52.9158 15.9593 36.9565 1968.47 1830.75 137.719 18.2198 96.1004 24.5462 185.345 1811.78 875.511 71.5541 936.272 89.2684 55.8621 96.0768 41.619 25.5198 33.4063 45.4232 16.0992 18.9662 18.7366 50.6536 10.0301 internal_count=30457 4929 863 319 544 25528 23745 1783 244 1178 336 4066 23620 10626 842 12994 1648 903 2418 605 375 745 867 230 125 300 1551 222 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=25 num_cat=0 split_feature=7 42 5 37 34 11 30 17 20 17 6 19 23 18 5 34 32 37 32 12 14 23 21 42 split_gain=11.2759 8.60262 9.15081 11.2464 9.22899 8.03241 9.75732 8.55675 8.48149 8.6306 8.18438 7.50467 10.6781 7.46746 7.09923 6.93091 6.5414 6.19101 6.09981 5.71705 7.67962 6.94573 3.36186 2.28184 threshold=7552.1800000000012 83500.000000000015 0.43975000000000003 3950.0000000000005 69.078200000000024 19.500000000000004 5.5000000000000009 -0.0014499999999999997 688.75500000000022 -0.97204999999999997 1.0000000180025095e-35 0.16135000000000002 11.500000000000002 6.5000000000000009 0.38885000000000008 9.8063500000000001 86.465000000000018 1.0000000180025095e-35 97.155000000000015 12.475000000000003 173.92500000000004 10.500000000000002 1209.9700000000003 198500.00000000003 decision_type=10 10 8 10 10 10 8 8 10 10 10 8 10 10 10 10 8 10 10 10 10 10 10 8 left_child=5 13 4 15 14 6 19 -8 11 22 -11 17 -13 -2 -3 -4 -5 -7 -9 21 -21 -1 -10 -6 right_child=1 2 3 16 23 8 7 18 9 10 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=0.0088809876004897117 0.071125319747377458 -0.0077477052909605748 -0.0040304507507399395 -0.016678149917373698 0.050164469240646242 0.013148325450113955 0.043005287044519759 -0.0052097215986643781 -0.022856232065380781 0.0049056797144938925 -0.0068748548001679281 -0.012376553062826812 0.02999879227226402 0.0095413622003191756 -0.048585709180336757 0.026738952267541985 0.0069104814811719612 -0.017010485871028293 -0.028435660834675993 0.0085251788054469656 -0.020503853199305495 -0.0208979367275683 -0.0038346058775729796 0.0044621209445722902 leaf_weight=35.111125245690346 8.8193333763629216 54.948163137771189 21.534171005710959 36.694716811180115 5.9328346271067831 17.423216531053185 6.6637436617165804 113.69019080884755 56.960704538971186 419.97025717794895 225.7759802765213 35.870524062775075 23.871517486870289 11.038178456947206 12.518165821209548 104.19117434695363 131.88952956628054 236.30309057701379 37.281778952106833 506.15026785992086 22.828752338886261 41.670127807185054 40.73694824706763 5.2898005042225131 leaf_count=440 82 654 195 329 69 276 109 1104 927 4898 5421 759 362 95 127 859 1373 4676 412 5923 252 475 626 52 internal_value=0.000236888 0.00790995 0.00612869 0.0101809 -0.00890226 -0.00141979 0.0024823 -0.00855098 -0.00424264 -0.00132141 0.000774791 -0.0111287 0.00468844 0.0392311 -0.0159971 0.0214391 0.00167853 -0.0148764 -0.0111275 0.00537107 0.00722664 -0.00727701 -0.0150947 0.0311592 internal_weight=2213.16 392.856 372.999 294.31 78.689 1820.31 763.396 157.636 1056.91 743.444 645.746 313.468 59.742 19.8575 67.4663 125.725 168.584 253.726 150.972 605.76 528.979 76.7813 97.6977 11.2226 internal_count=30495 3835 3658 2756 902 26660 8715 1625 17945 11872 10319 6073 1121 177 781 1054 1702 4952 1516 7090 6175 915 1553 121 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=24 num_cat=0 split_feature=37 17 17 35 33 14 33 24 34 17 29 12 8 19 12 36 12 14 36 43 39 43 37 split_gain=10.5966 13.5431 11.053 9.97338 8.17181 7.62341 7.75482 6.9536 6.57202 8.69648 7.71986 7.53228 7.34413 7.67687 5.03984 4.41166 4.30232 4.16305 3.3862 3.77074 3.33825 4.48868 0.976038 threshold=4180.0000000000009 -1.0560999999999998 -0.37509999999999993 3.5000000000000004 0.70595000000000008 2.8250000000000006 0.50405000000000011 3.5076500000000004 38.356300000000012 0.11595000000000001 12506.250000000002 131.34500000000006 38.365000000000002 -0.92084999999999984 212.65500000000003 96.495000000000019 159.61500000000004 33.345000000000006 94.02500000000002 426.50000000000006 0.22315000000000004 2059.5000000000005 8750.0000000000018 decision_type=8 8 8 10 10 10 8 10 10 8 10 10 8 8 10 10 10 10 10 10 10 10 10 left_child=1 14 3 7 17 -4 -7 -3 12 11 -11 -10 16 -14 20 -5 -6 22 -19 -20 -1 -22 -2 right_child=4 2 5 15 8 6 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 leaf_value=0.0047737478762711729 -0.044508825869316086 0.076755989162627158 -0.038683713807167702 -0.0072800329125641758 -0.010996966061982701 0.022387612740989382 0.0028201277332752252 0.0065420203445755 -0.028718494443848858 0.013730569139793947 -0.0066645179351559856 0.022409120899811855 -0.047944585156187179 -0.00043063840267955372 0.023380318065884514 0.034413446615661696 -0.03480725327096168 0.025149896989067139 -0.018943856376642639 -0.0016215307501617608 -0.032112124279501421 0.0057257553166004992 -0.016955468555289947 leaf_weight=9.5250701485201699 12.078164907172324 12.070944980718197 9.6872638110071403 16.373527076095346 99.994133468717337 52.170740760862827 1121.8371810466051 5.3242124151438466 30.322332482784986 167.08666384313256 63.018440211191773 8.4327251370996219 7.7264831373468041 341.34909911826253 5.8775736056268206 8.9714982993900758 23.451128203421831 5.218041229993104 85.595272985287011 50.661857740953565 48.677420585416257 8.7228840570896846 7.7072291937656692 leaf_count=128 359 146 256 191 2148 839 14459 65 379 2112 603 90 162 4746 62 117 245 83 1283 821 667 124 268 internal_value=0.000104095 0.00299658 0.00424854 0.028951 -0.00405245 0.00332869 0.00371224 0.057061 -0.00181766 0.00440273 0.0081187 -0.017184 -0.0053694 -0.00163055 -0.0177978 0.00803468 -0.0158038 -0.0142214 -0.0110043 -0.0125984 -0.0217788 -0.0262769 -0.0353483 internal_weight=2201.88 1299.24 1226.44 42.7402 902.642 1183.7 1174.01 17.3952 741.381 268.86 230.105 38.7551 472.521 349.076 72.8029 25.345 123.445 161.261 141.475 136.257 66.9254 57.4003 19.7854 internal_count=30353 17054 16073 519 13299 15554 15298 211 10485 3184 2715 469 7301 4908 981 308 2393 2814 2187 2104 919 791 627 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=24 num_cat=0 split_feature=40 31 31 6 40 33 33 17 11 29 20 3 43 33 22 21 21 19 43 3 17 39 11 split_gain=10.7444 9.60165 14.7038 9.19647 9.32894 10.4392 9.07634 9.9075 8.87654 8.32614 7.80636 7.97095 7.00754 6.70996 6.06351 9.85664 10.9828 6.30569 6.72191 5.93704 5.66374 4.89751 4.48858 threshold=3.5000000000000004 0.61955000000000016 0.63005000000000011 14.500000000000002 1.5000000000000002 0.84005000000000007 0.78890000000000005 15.612100000000002 20420.335000000003 7202.5000000000009 216.60500000000005 1.0000000180025095e-35 371.50000000000006 0.8640500000000001 2616.1900000000001 2697.4150000000004 1065.3450000000003 0.0093500000000000024 310.50000000000006 6.5000000000000009 1.5623500000000001 0.18615000000000001 287.10500000000008 decision_type=8 8 8 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 8 10 left_child=3 14 12 4 5 8 7 -4 -1 -7 22 -12 20 -8 17 16 -16 18 -2 -19 -3 -5 -6 right_child=1 2 6 21 10 9 13 -9 -10 -11 11 -13 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 leaf_value=0.024910426741892203 0.014821680102811517 0.030867900139704026 -0.0034983059512171625 0.062363413724191845 -0.0080059098738426478 -0.014008660257529715 0.019068231588175527 0.054410823719899859 -0.038005134525873077 0.025768882211958555 -0.00048023987018615033 -0.0094680261080087365 0.0023320801940757197 0.0048893489803117068 0.0024692274686288402 -0.02583580449295796 0.064417115538967992 -0.0096146825148795533 -0.016271061300810574 0.01612587354055026 0.10812635074032535 0.0054010330566702141 -0.039836785791362718 leaf_weight=74.689668090082705 72.101892313919961 5.9382091732695672 202.1730585033074 7.0152413342148039 21.946072506718338 59.553180235438049 164.39923060312867 6.6608166210353366 5.1163016315549603 15.78126606531441 588.74856100603938 425.2947398214601 5.0288522886112359 172.70378267671913 15.605194539763035 9.0950617194175702 12.631165016442536 259.6944535151124 21.77158045489341 23.47259247303009 5.4123078621923932 7.9245428666472444 23.854827198665589 leaf_count=994 908 80 2448 64 387 864 1681 80 92 159 6697 8109 73 1994 245 103 155 3695 411 225 67 61 818 internal_value=8.93283e-05 0.00400455 0.00825612 -0.00301643 -0.00351242 0.00789146 0.00679098 -0.00137695 0.0203947 -0.00538203 -0.00519231 -0.0042603 0.0536019 0.0118549 -0.00175893 0.0171731 0.0316073 -0.00368711 0.00746231 -0.00741413 0.0738841 0.0346968 -0.0251884 internal_weight=2206.61 976.688 562.316 1229.92 1214.98 155.14 545.937 208.834 79.806 75.3344 1059.84 1014.04 16.3794 337.103 414.372 37.3314 28.2364 377.041 93.8735 283.167 11.3505 14.9398 45.8009 internal_count=30410 12165 6423 18245 18120 2109 6203 2528 1086 1023 16011 14806 220 3675 5742 503 400 5239 1319 3920 147 125 1205 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=30 num_cat=0 split_feature=28 22 17 5 22 39 27 31 43 18 19 24 11 42 7 32 17 22 17 14 45 31 21 43 42 17 5 8 11 split_gain=11.9518 14.3284 8.03829 7.28132 8.82551 7.19867 7.44644 6.82134 13.5419 10.3349 11.6906 7.25609 5.40233 5.31582 6.72641 7.09189 5.10074 4.69909 4.5996 7.32038 3.81479 3.80915 5.08197 4.97978 3.07534 2.46708 0.960231 0.942579 0.842973 threshold=1.0000000180025095e-35 5000.6750000000011 -0.97204999999999997 0.30515000000000009 11000.810000000003 0.25055000000000005 1.0000000180025095e-35 0.70495000000000008 2131.5000000000005 5.5000000000000009 -0.12834999999999996 1.2091500000000004 1265.5150000000001 198500.00000000003 10895.360000000002 95.475000000000009 0.7833500000000001 19187.755000000001 0.21690000000000001 71.695000000000007 2.5000000000000004 0.81425000000000014 944.06500000000017 397.50000000000006 172500.00000000003 0.75445000000000007 0.6956500000000001 67.75500000000001 2488.6400000000008 decision_type=10 10 8 10 10 10 10 8 10 10 8 10 10 10 10 10 10 8 8 10 10 10 10 10 10 8 10 10 8 left_child=2 13 5 17 16 6 24 8 12 10 -9 -11 -4 14 15 -2 -5 28 19 -15 -20 23 -23 -7 -1 -6 -16 -10 -3 right_child=1 3 7 4 25 21 -8 9 27 11 -12 -13 -14 18 26 -17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.019863542852750649 -0.027083682932589361 -0.038373913885912853 0.0026538776464571424 0.089954140454856321 -0.019256722338214023 -0.012839327350827032 0.058174167913992984 0.043464967089832468 -0.022398754801712301 -0.0025156809513843591 0.0091022201022759684 0.0087042999891177412 -0.0066370265670190167 0.029547129429268494 -0.051081983261289376 0.0046533373314602373 0.021635949117341999 0.024233849596495011 -0.033032013867213578 -0.028957334954877057 0 -0.02602235573949185 0.015616278607537434 -0.042175870492046158 -0.02572706043069552 0.021629845487012567 -0.018535469213562944 -0.048364234169890552 -0.0090793549434281303 leaf_weight=5.6471533384174126 21.896529419347644 5.876013365574182 567.37806021329015 6.3860926488414425 5.8428385127335769 43.245620746165514 5.9164735851809374 25.76875685248524 10.25579881668091 433.85660664085299 368.25166569557041 214.32498319912702 214.86927997181192 9.0130177773535269 7.5978086274117214 74.762029951438308 6.0289325639605522 6.3458074908703557 69.831406585406512 10.455561110749839 10.090325608849524 11.39617555961013 16.882021504454315 22.534036530181766 7.279551294632256 6.9516099207103252 6.2986792521551251 12.430153053253887 5.9533899342641243 leaf_count=83 324 111 7323 74 63 617 64 519 245 4542 4737 2439 4234 177 106 1521 95 71 1548 151 259 153 194 334 92 77 58 185 164 internal_value=0.000300139 -0.00989508 0.00162477 0.0159455 0.0328778 -0.0112606 0.0161964 0.00242072 -0.00103108 0.00508991 0.0114665 0.00119426 9.02342e-05 -0.0153089 -0.00759314 -0.00268872 0.0612364 -0.00776913 -0.0236805 -0.001508 -0.0289345 -0.0169263 -0.00130906 -0.0234451 -0.00545517 0.00255331 -0.0389003 -0.0382782 -0.0258774 internal_weight=2213.37 253.33 1960.04 43.3847 25.2095 112.901 18.8432 1847.14 804.933 1042.2 394.02 648.182 782.247 209.945 110.555 96.6586 12.415 18.1752 99.3903 19.4686 79.9217 94.0579 28.2782 65.7797 12.9267 12.7944 13.8965 22.686 11.8294 internal_count=30560 4799 25761 655 309 1537 239 24224 11987 12237 5256 6981 11557 4144 2009 1845 169 346 2135 328 1807 1298 347 951 175 140 164 430 275 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=29 num_cat=0 split_feature=0 37 43 29 28 8 19 42 32 25 3 12 8 6 3 25 5 34 43 8 18 42 21 32 29 36 34 21 split_gain=10.9196 7.9236 15.7279 9.1475 7.54397 10.6136 6.70198 6.47669 5.88323 5.44607 5.14218 7.61682 7.10621 6.63043 6.71581 4.43049 5.65795 7.80588 4.36932 9.52417 5.63912 4.34578 4.2595 3.27958 3.23212 3.62787 2.15359 0.592744 threshold=1.5000000000000002 2150.0000000000005 199.50000000000003 1200.3333500000001 1.0000000180025095e-35 54.855000000000011 0.41900000000000009 199500.00000000003 99.995000000000019 6999.6450000000013 4.5000000000000009 192.17000000000004 139.98000000000005 9.5000000000000018 1.5000000000000002 3935.7200000000007 0.42375000000000007 5.8318000000000003 881.50000000000011 60.965000000000011 10.500000000000002 127500.00000000001 3343.3000000000006 91.925000000000026 944.47220000000004 98.00500000000001 26.632750000000005 4746.380000000001 decision_type=10 10 10 8 10 10 8 10 8 10 8 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 8 left_child=4 2 3 -2 10 7 8 9 -7 -6 13 12 -12 14 -1 24 21 -18 20 -20 -4 -17 -9 -13 25 -3 -26 -8 right_child=1 15 18 -5 5 6 27 22 -10 -11 11 23 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 leaf_value=0.0024173561695751762 0.085282617468104727 -0.0048355486728632758 -0.024508532844686994 0.0080450859040290309 -0.029300309163062855 0.00046698184254836728 -0.046872672708504294 -0.04650177988335958 0.034870862586259883 0.01079651798522255 0.013642388233255327 -0.043616445404570631 0.057761239831395944 0.042777841673021101 -0.0094315319055557918 -0.0045875891435961163 0.036903876117427008 -0.0050348181886964091 0.035582210863299019 -0.020148678135340867 0.025442101619686915 -0.028137925743226377 -0.011378478101751861 0.00085662756159881953 -0.039342834731452427 -0.031765487209510661 -0.0022142807991364318 -0.016845393921688961 leaf_weight=1420.9007513178512 7.5389634445309612 39.622704596724361 32.205045185983181 7.6591410897672185 13.274788484908639 100.84646285139024 5.3228867333382341 27.988396846223623 13.229429748840628 19.726896493695676 71.052599516697228 5.9739823415875417 9.8422308675944787 8.763112008571623 129.46458907239139 36.55397782381624 11.543889036402105 94.995308581739664 15.092674170620738 13.630890627391638 5.8659885935485354 43.955314429011196 14.047838426195083 9.6047975495457631 27.423820699565113 18.004568200558424 5.006530105136334 5.575264137238265 leaf_count=16756 120 840 608 118 262 1364 62 805 195 316 716 50 63 80 1974 885 192 1566 300 221 103 1316 315 81 606 421 111 65 internal_value=-0.000271377 -0.00824147 0.00532079 0.0495668 0.00127191 -0.00787063 0.00104481 -0.0226033 0.00476862 -0.00557259 0.00238352 0.0135332 0.019711 0.00168217 0.00141924 -0.0122771 -0.00777795 -0.000143211 -0.00525561 0.00917857 -0.01623 -0.0176941 -0.0354174 -0.017498 -0.0213787 -0.0137329 -0.0339983 -0.0346385 internal_weight=2214.71 359.099 81.9927 15.1981 1855.61 200.012 124.974 75.0379 114.076 33.0017 1655.6 96.4736 80.8948 1559.13 1550.37 277.106 187.048 106.539 66.7946 28.7236 38.071 80.5093 42.0362 15.5788 90.0576 57.6273 32.4304 10.8982 internal_count=30511 7407 1470 238 23104 3384 1686 1698 1559 578 19720 910 779 18810 18730 5937 3959 1758 1232 521 711 2201 1120 131 1978 1261 717 127 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=21 num_cat=0 split_feature=1 46 36 36 33 44 31 31 15 40 31 43 15 29 12 28 14 36 29 34 split_gain=11.0315 8.67284 9.46136 17.5226 12.9406 7.65546 6.85492 10.4653 6.4959 5.59999 9.09932 8.8788 5.58035 3.81736 5.03882 6.93988 2.77181 2.12358 1.56242 1.28278 threshold=1.5000000000000002 26.130000000000006 98.325000000000003 98.425000000000026 0.73245000000000016 656.50000000000011 0.80935000000000012 0.71575000000000011 1.5001000000000002 3.5000000000000004 0.59875000000000012 397.50000000000006 1.3160000000000003 2145.5454500000001 71.385000000000005 1.5000000000000002 104.19500000000001 98.02500000000002 3912.2500000000005 33.779600000000009 decision_type=10 8 10 8 10 10 10 8 10 10 10 10 8 10 8 8 8 10 10 10 left_child=1 2 9 5 -5 -4 7 12 -9 11 -11 -1 -2 14 15 -3 -16 -14 -8 -15 right_child=6 13 3 4 -6 -7 18 8 -10 10 -12 -13 17 19 16 -17 -18 -19 -20 -21 leaf_value=-0.0098442638291107807 0.014893163272644998 -0.017960354555288986 0.025706253014254766 -0.019892872890854105 0.012758149132761366 0.075302987378121619 -0.044969608410570502 -0.0021809850128784534 0.062185743650137404 -0.0028320274971843393 0.0074918110134181443 0.00076693413426309341 -0.04140345429271583 -0.046563863871901895 -0.043657426662030388 0.048729850320932855 0.0007172585963558676 -0.011885051899623486 -0.01300339061373817 -0.014550436113478685 leaf_weight=267.27296652924269 7.7797520486637968 7.5029732454568121 50.319050458259881 44.171147413551807 91.321427153423429 9.0340313594788295 20.114188869018111 8.0055417479015869 6.3081217836588612 352.60551791451871 536.0951956808567 740.38458950724453 17.725647836923599 12.185178300365807 8.748429271392526 6.2370508108288059 5.115866642445325 11.466669224668292 6.5293416930362573 6.42096940614283 leaf_count=3987 216 159 738 736 1169 98 745 259 179 4728 5973 9800 556 222 137 131 62 391 154 92 internal_value=0.000422149 0.00110172 0.00158164 0.0120456 0.00200939 0.0344608 -0.0179312 -0.00684499 0.0280677 0.000498081 0.00339147 -0.00204961 -0.0208763 -0.0200844 -0.00756042 0.0132255 -0.0280003 -0.030752 -0.0380705 -0.0370767 internal_weight=2215.34 2137.41 2091.2 194.846 135.493 59.3531 77.9293 51.2857 14.3137 1896.36 888.701 1007.66 36.9721 46.2105 27.6043 13.74 13.8643 29.1923 26.6435 18.6061 internal_count=30532 28032 27229 2741 1905 836 2500 1601 438 24488 10701 13787 1163 803 489 290 199 947 899 314 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=25 num_cat=0 split_feature=6 15 22 7 28 16 23 17 33 39 43 3 43 12 42 33 8 8 31 44 22 15 20 34 split_gain=9.08622 10.4988 8.1238 12.7244 8.45193 7.66742 7.84969 8.57705 7.6509 7.14329 11.1516 8.87627 6.72632 6.08429 5.991 5.11653 3.78888 5.69685 6.32083 5.75978 2.97399 2.43145 3.48571 1.01795 threshold=1.0000000180025095e-35 1.0000500000000001 408.17500000000007 6675.1350000000011 1.0000000180025095e-35 102.24500000000002 3.5000000000000004 0.033250000000000009 0.75225000000000009 0.34965000000000007 188.50000000000003 3.5000000000000004 781.50000000000011 52.165000000000006 166500.00000000003 0.80185000000000006 55.655000000000008 69.115000000000023 0.69905000000000006 52.500000000000007 3501.3100000000004 1.63575 2972.0900000000006 7.1721500000000011 decision_type=10 8 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 left_child=5 2 4 12 8 6 7 -1 -2 11 -11 -8 -4 -9 -6 -7 21 18 -18 -19 -5 23 -23 -3 right_child=1 16 3 20 14 15 9 13 -10 10 -12 -13 -14 -15 -16 -17 17 19 -20 -21 -22 22 -24 -25 leaf_value=0.03153637424960002 0.0074491733655192433 -0.01786656923583781 0.0221749599652394 0.089689776201655746 -0.0069849033001893922 0.0046473515507829055 0.0043533692577706852 -0.047400886238132163 -0.0054611671902091933 -0.017813040554481564 0.0040230037130300411 0.026580527901748609 -0.020441834555493092 -0.0083696092357222786 -0.043825761816608466 -0.044095503572242435 -0.02210160038836689 0.0081213267300881877 0.033279357046363568 -0.02968180700223548 0.027603970892585445 -0.032658236339055201 0.015978578826738008 -0.046277224959413554 leaf_weight=6.887938167899847 160.45693444088101 6.6761809135787216 19.859169987030327 5.1763482149690372 25.070705564692616 7.9757324056699899 1091.6784107089043 17.147781593259424 394.72779302299023 91.741063280962408 156.85394091811031 46.019065634347498 15.609695432707666 24.25788067933172 19.978220755234361 13.601811906322835 7.6594291310757425 12.846424011513589 11.743191350251434 37.9353829016909 5.1126145366579294 7.3951162984594676 5.5874104565009484 18.906993158627301 leaf_count=102 2842 359 388 75 402 98 12128 524 5758 1026 1649 452 288 362 410 135 290 331 329 971 57 394 230 862 internal_value=0.000136818 -0.0043097 -0.00186895 0.0181939 -0.00343444 0.00244629 0.00290251 -0.0166931 -0.00171421 0.0036003 -0.00405438 0.00527939 0.00323615 -0.0253886 -0.0240285 -0.0264493 -0.0186134 -0.011316 0.0111602 -0.0200499 0.0644601 -0.0311457 -0.0117226 -0.0400023 internal_weight=2210.91 754.742 645.991 45.7578 600.234 1456.16 1434.59 48.2936 555.185 1386.29 248.595 1137.7 35.4689 41.4057 45.0489 21.5775 108.75 70.1844 19.4026 50.7818 10.289 38.5657 12.9825 25.5832 internal_count=30462 13986 10220 808 9412 16476 16243 988 8600 15255 2675 12580 676 886 812 233 3766 1921 619 1302 132 1845 624 1221 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=25 num_cat=0 split_feature=3 14 12 31 12 42 22 22 46 7 22 22 26 11 33 34 3 34 39 15 20 42 31 32 split_gain=7.81668 10.7041 12.1727 8.25881 9.55262 8.00149 7.97028 7.90971 5.74455 5.25061 7.01121 11.5454 8.00334 5.28945 5.96998 4.49933 4.12859 4.83662 3.87125 3.69224 6.99669 2.9884 1.60796 0.19874 threshold=1.0000000180025095e-35 138.92500000000004 70.435000000000016 0.81425000000000014 63.745000000000012 84500.000000000015 2768.0300000000002 703.95000000000016 75.665000000000006 800.03000000000009 5249.630000000001 9005.3650000000016 3.5000000000000004 5263.7150000000011 0.50395000000000012 43.350050000000003 6.5000000000000009 13.585750000000003 0.042550000000000011 5.0697500000000018 6269.6850000000004 88500.000000000015 0.67155000000000009 98.035000000000011 decision_type=10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 8 10 10 10 10 left_child=8 2 3 5 -5 -2 7 -4 9 13 12 -12 -11 14 -1 -15 18 -18 -3 20 22 -20 -10 -8 right_child=1 16 6 4 -6 -7 23 -9 19 10 11 -13 -14 15 -16 -17 17 -19 21 -21 -22 -23 -24 -25 leaf_value=0.021561384008765189 0.016936758884079736 0.0099894003731003569 0.0036301614944994156 0.0078972359999700485 -0.032408709123164209 -0.018644558559966936 -0.020234587590461123 0.045692213176441919 -0.013327687292763775 0.0057493113041724381 0.056352340536821081 0.001265934402584973 -0.0071938146386954678 -0.028187194592448506 -0.0023060838048725328 0.016516019431359243 -0.027641182658461733 0.022640805083295693 -0.0045974351886900319 0.01251513921382804 0.01913645264034158 -0.039322869491047782 -0.050800732369802704 -0.045808233712443386 leaf_weight=27.752715677022934 16.397583122365177 5.0386568419635287 395.25520322285593 92.517902502790093 16.430629548616707 179.53874483145773 5.1154258586466295 10.544176846742628 5.197544305585331 859.90572940465063 16.13348725065589 21.919548427686095 137.48161078896374 29.62792087206617 293.70990681275725 6.0474966298788777 7.9984672721475389 9.194176394492386 8.0696160672232491 6.6401117760688093 5.4363542301580301 38.918902980163693 13.330849799327551 5.6663649491965771 leaf_count=392 311 71 5520 1875 247 4686 96 232 85 8228 160 190 1597 914 4352 114 89 76 106 218 59 565 232 110 internal_value=0.000279716 -0.00370093 -0.00187683 -0.00945708 0.00153371 -0.0155705 0.00366835 0.00484502 0.00249582 0.00297532 0.00477879 0.0255941 0.00395478 -0.00223823 -0.000169562 -0.0202293 -0.0223445 -0.000710392 -0.029251 -0.0185677 -0.0275367 -0.0336835 -0.0417657 -0.0368465 internal_weight=2213.87 790.686 721.466 304.885 108.949 195.936 416.581 405.799 1423.18 1392.58 1035.44 38.053 997.387 357.138 321.463 35.6754 69.2198 17.1926 52.0272 30.6049 23.9647 46.9885 18.5284 10.7818 internal_count=30525 13984 13077 7119 2122 4997 5958 5752 16541 15947 10175 350 9825 5772 4744 1028 907 165 742 594 376 671 317 206 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=16 num_cat=0 split_feature=1 4 46 43 41 33 42 24 12 31 22 23 19 43 29 split_gain=7.9193 7.92671 10.0019 7.66667 6.91742 7.26354 6.36851 6.2247 5.47635 5.23751 4.37803 3.69879 3.49323 2.32414 2.32847 threshold=1.5000000000000002 20006.775000000005 1.8000000000000003 18.500000000000004 38.750000000000007 0.89705000000000013 125500.00000000001 1.02085 57.795000000000009 0.82605000000000006 6487.4400000000005 7.5000000000000009 -0.013949999999999999 306.50000000000006 4750.0714500000004 decision_type=8 10 8 8 10 10 10 8 8 10 10 8 8 8 10 left_child=1 2 4 -2 12 -6 9 11 -8 -4 13 -3 -1 -5 -15 right_child=3 7 6 10 5 -7 8 -9 -10 -11 -12 -13 -14 14 -16 leaf_value=0.0039028942729045697 0.031710289248894512 0.040128365485990615 0.029104226423155279 -0.0018286175737158763 -0.001066963640945037 0.0061268083770506807 -0.0053348537070946759 0.074483773022401722 -0.047222913099697054 -0.029783088473611521 0.0096203407325473698 -0.010690253553546084 -0.027846882191301565 -0.034089199285686961 -0.0016191864407895365 leaf_weight=11.134510501753537 6.5835252981632948 5.1667592804878923 8.5234475163742882 9.0209118844941276 1576.5580871040002 450.10676761157811 12.337075303308668 5.0147268120199469 23.260211057960984 5.237294831313192 9.1947121224366111 7.5568453278392562 31.617805014364421 45.475626908708364 6.7526282025501123 leaf_count=341 134 72 148 283 19963 5992 288 69 345 83 213 82 641 1713 163 internal_value=-0.000714972 -0.000141142 -0.000429611 -0.0163615 0.0001037 0.000530486 -0.0224469 0.0322327 -0.0333847 0.00585382 -0.0213051 0.011002 -0.0195634 -0.0261079 -0.0300944 internal_weight=2213.54 2136.51 2118.78 77.0274 2069.42 2026.66 49.358 17.7383 35.5973 13.7607 70.4439 12.7236 42.7523 61.2492 52.2283 internal_count=30530 28024 27801 2506 26937 25955 864 223 633 231 2372 154 982 2159 1876 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=26 num_cat=0 split_feature=37 7 0 13 39 40 34 4 43 6 32 40 36 12 37 37 42 17 31 8 31 24 39 39 8 split_gain=10.3068 9.69811 7.79181 7.81101 7.41409 11.8771 7.09588 6.92157 6.70889 6.61799 6.36611 6.3122 5.96437 7.00075 6.21533 5.89128 5.66474 4.8179 4.67295 5.17118 1.87647 1.77851 1.69523 3.81533 0.694784 threshold=7300.0000000000009 1313.4200000000003 1.5000000000000002 2.5877000000000003 0.5394000000000001 3.5000000000000004 5.2501000000000007 16243.030000000001 546.50000000000011 3.5000000000000004 97.215000000000018 1.5000000000000002 98.215000000000018 69.285000000000011 10050.000000000002 3505.0000000000005 84500.000000000015 1.5828500000000003 0.87435000000000007 210.36500000000004 0.75265000000000015 1.1402500000000002 0.23525000000000004 0.16545000000000001 109.43500000000002 decision_type=10 10 10 10 10 8 10 8 8 10 10 10 8 10 8 10 10 8 10 10 10 10 8 10 10 left_child=2 9 3 7 6 8 17 11 -6 22 12 -1 13 -3 -14 -9 -8 -4 19 -12 -5 -20 23 -2 -24 right_child=1 10 4 20 5 -7 16 15 -10 -11 18 -13 14 -15 -16 -17 -18 -19 21 -21 -22 -23 24 -25 -26 leaf_value=0.015190140144832316 -0.02587063157623324 -0.012672541030644517 -0.036031487242825226 -0.042552509117799925 0.037546743023441458 0.074886383509435259 0.019523509057743711 0.056435530560880513 -0.018279515054626255 0.028247277272952599 -0.019009917508503921 0.0030241417798934542 0.061485249831928157 0.0078284931366921027 -0.0039884010677637442 0.0033301301166304581 -0.0058972251393410143 -0.0067501693286105132 -0.0022187384661973126 0.023152818285877161 -0.0078358403837251768 0.035476721256268863 -0.044122734510649284 0.011412438339365446 -0.01723267717446272 leaf_weight=115.00553040252998 42.907152376603335 63.720027439296246 30.586821131873876 9.4837421807460505 7.1820467635989198 6.2196485437452784 23.612615008838475 10.77291795704514 14.704575396142904 5.1446466851048163 89.146660022437572 1375.9480081410147 7.4763782890513513 115.69271444901824 5.8954349169507632 10.00595684442669 196.25101102562621 27.196735953912139 5.4346127184107882 6.9692039936780921 7.7075810236856332 5.4229746703058481 16.088982483372096 7.3379525202326468 5.7761225923895827 leaf_count=1337 1178 930 704 250 138 87 357 132 275 146 1477 16401 104 1261 82 124 4061 517 73 65 187 63 376 141 78 internal_value=0.000990226 -0.00652495 0.00253998 0.00399886 -0.00472813 0.019267 -0.00723554 0.00439092 0.000661399 -0.022209 -0.00240576 0.00397548 0.0030035 0.000489771 0.034002 0.0324196 -0.00306845 -0.0226841 -0.012138 -0.0156944 -0.0285488 0.0175912 -0.0262143 -0.0202117 -0.0383022 internal_weight=2211.69 377.013 1834.68 1528.92 305.753 28.1063 277.647 1511.73 21.8866 77.2549 299.758 1490.95 192.785 179.413 13.3718 20.7789 219.864 57.7836 106.973 96.1159 17.1913 10.8576 72.1102 50.2451 21.8651 internal_count=30544 5974 24570 18431 6139 500 5639 17994 413 1919 4055 17738 2377 2191 186 256 4418 1221 1678 1542 437 136 1773 1319 454 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=29 num_cat=0 split_feature=37 11 29 40 34 22 29 36 44 8 44 3 43 23 37 12 12 21 44 39 39 44 35 17 36 37 37 8 split_gain=11.1963 10.6727 10.189 8.28527 9.83157 9.58972 8.19237 8.8871 8.89126 7.85675 7.50916 7.26568 6.27083 5.65801 5.49001 5.36111 6.65447 5.16396 5.03466 4.75048 4.15523 14.4101 5.46933 2.88994 4.41938 2.68005 2.17875 0.669107 threshold=7300.0000000000009 20420.335000000003 7202.5000000000009 1.5000000000000002 15.29095 670.80000000000007 9339.1375000000025 96.495000000000019 10.500000000000002 57.255000000000003 4.5000000000000009 17.500000000000004 2088.5000000000005 10.500000000000002 1.0000000180025095e-35 87.27500000000002 93.915000000000006 206.87500000000003 209.50000000000003 0.16405000000000003 0.02775 110.50000000000001 2.5000000000000004 1.0834500000000002 97.365000000000023 4050.0000000000005 11550.000000000002 12.005000000000001 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=1 3 17 4 5 -1 7 8 -4 -6 14 -12 13 25 -5 19 -17 26 -15 -8 21 -19 -22 27 -25 -3 -2 -14 right_child=2 12 6 10 9 -7 15 -9 -10 -11 11 -13 23 18 -16 16 -18 20 -20 -21 22 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.00341184443785 -0.043481386934047773 -0.0042261611981280305 -0.0093494380256565531 0.029495333455442713 0.057215087982114325 0.050332929626240523 -0.0016933069869877757 -0.021777033541771837 0.050586119247745059 0.016579237130333459 0.0016510398903717043 0.031226590107286935 -0.025424863406046928 0.051674777092793937 -0.019296617767247989 0.052038421669802881 -0.00064059710896197759 -0.024275459460005189 -0.00025570581914835852 -0.033707365067188653 -0.0068922702389009848 0.073963407583100299 -0.024328142988917816 0.0027006818125264323 -0.031595743274968439 -0.037377936833362317 -0.0086582495506388902 -0.050884745617636708 leaf_weight=71.677106831222773 19.332552196457986 22.753328665159646 7.93053771555424 5.3872889075428239 17.348360347561538 8.3612776519730669 24.602219968568534 8.1613113917410356 21.811425569467247 39.266009892337024 1494.0278546409681 20.087678736075759 10.062942186836155 6.8021627292037037 61.547867988236248 5.7896007169038048 49.573581378906965 8.750522312242536 11.121507470495997 21.708093926310539 121.42049922887236 5.0620411057025185 72.738817099481821 16.864400717429817 19.142296773847193 7.7272311775013796 7.0118826213292769 10.174977640621362 leaf_count=977 571 367 115 66 225 143 330 134 260 379 19757 140 315 88 904 60 481 143 129 308 2240 80 981 219 348 162 221 188 internal_value=-0.000201206 0.00141459 -0.00807267 0.0023645 0.0141341 0.00269277 0.00258279 0.0221303 0.0346577 0.029895 0.00133579 0.00206707 -0.0140048 -0.000637917 -0.0149196 -0.00480026 0.00560513 -0.0144251 0.0208773 -0.017201 -0.0116332 0.0139524 -0.0135412 -0.0252089 -0.0157584 -0.0137098 -0.0350512 -0.0402539 internal_weight=2196.25 1822.35 373.893 1717.7 136.653 80.0384 139.577 37.9033 29.742 56.6144 1581.05 1514.12 104.649 48.4042 66.9352 101.673 55.3632 234.316 17.9237 46.3103 207.972 13.8126 194.159 56.2446 36.0067 30.4806 26.3444 20.2379 internal_count=30331 24407 5924 22591 1724 1120 1688 509 375 604 20867 19897 1816 746 970 1179 541 4236 217 638 3444 223 3221 1070 567 529 792 503 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=27 num_cat=0 split_feature=37 17 14 36 33 21 35 44 39 37 42 25 20 8 8 30 17 37 25 32 43 5 17 14 39 5 split_gain=9.41314 7.95152 7.27652 8.56254 6.88007 7.9835 9.31988 8.00074 7.79724 7.29895 6.98718 6.47614 12.9652 7.72372 7.56239 6.35715 11.0903 7.04592 5.5334 4.54437 5.18214 4.49988 4.1747 3.29968 2.19167 4.54006 threshold=4180.0000000000009 -1.0560999999999998 459.95500000000004 93.02500000000002 0.70595000000000008 149.16500000000002 9.5000000000000018 36.500000000000007 0.30145000000000005 6650.0000000000009 88500.000000000015 10646.365000000003 1808.9550000000002 161.71500000000003 24.275000000000002 5.5000000000000009 0.38645000000000002 110.75000000000001 5960.880000000001 95.605000000000004 1862.5000000000002 0.10185000000000001 -1.8965499999999997 35.970000000000006 0.51235000000000008 0.50895000000000012 decision_type=10 8 8 10 10 10 10 10 10 10 10 8 10 8 8 10 8 10 10 10 8 10 8 10 10 10 left_child=1 19 15 -4 11 7 10 9 -8 -6 -7 12 18 23 -14 16 -3 -17 -2 20 22 -9 -1 -13 25 -21 right_child=4 2 3 -5 5 6 8 21 -10 -11 -12 13 14 -15 -16 17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 leaf_value=0.0032680602917767041 -0.029563567362548167 0.022221041040506633 0.063534568543607228 -0.00398293361346253 0.031090478946485828 -0.018139394238989668 -0.0013294094553770019 -0.0025392308670881057 0.072770399087195778 -0.014173519234379968 0.0010767098141785112 0.0027353511462133379 0.05436463770059257 0.027310903017550493 0.0020906332452603946 0.018816436785041774 0.0035517261507648705 -0.0084194165982845511 -0.0028946013168163285 0.018256560610738822 0.038721685282037878 -0.037166675349079449 -0.033231251740470397 -0.037926242234321589 -0.048416644409159118 -0.029645914145849495 leaf_weight=21.884700616821647 38.320069547742605 86.22130018286407 9.9595180712640303 7.7899850718677035 12.880773285869507 50.437776475213468 6.0413834843784553 13.085881534032522 7.074113093316555 23.7901770491153 585.97679218882695 5.2338726953603318 10.450999266467987 5.0259072706103316 18.230661983601752 26.533055201172829 932.94205525470898 169.89830211829394 39.873972415924072 5.8060447201132837 5.7164957635104647 36.99394485540688 10.900590633973477 42.480773305520415 8.1942627206444723 17.843276618048549 leaf_count=283 805 1006 90 83 286 658 55 462 69 540 7786 152 180 67 290 238 12828 1776 703 97 68 643 146 654 130 237 internal_value=0.000399728 0.00311233 0.00405135 0.0350035 -0.00354109 -0.00148591 0.00041835 -0.0156429 0.0406075 0.00199612 -0.000464449 -0.0129219 -0.00568267 -0.0271199 0.0224965 0.00356689 0.00515629 -0.00463852 -0.0162355 -0.0131072 -0.00128118 -0.0284432 -0.0093438 -0.0333988 -0.0267792 -0.0174192 internal_weight=2199.59 1303.69 1233.34 17.7495 895.897 736.281 649.53 86.7508 13.1155 36.671 636.415 159.616 106.876 52.7406 28.6817 1215.59 1019.16 196.431 78.194 70.3454 38.5018 50.0798 32.7853 47.7146 31.8436 23.6493 internal_count=30332 16982 16021 173 13350 10499 8568 1931 124 826 8444 2851 1978 873 470 15848 13834 2014 1508 961 497 1105 429 806 464 334 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=22 num_cat=0 split_feature=37 32 40 42 42 13 4 19 6 42 20 19 14 31 24 13 34 30 37 15 41 split_gain=9.10615 7.3779 10.8659 6.90807 6.20092 6.0929 8.30002 7.42904 7.46653 7.18002 9.59907 8.31256 6.01464 5.95573 4.8135 4.61202 4.1396 3.09581 2.38128 1.96067 1.80894 threshold=8450.0000000000018 84.535000000000011 7.0000000000000009 88500.000000000015 89500.000000000015 1.0000500000000001 18824.240000000002 -0.14189999999999997 1.5000000000000002 180500.00000000003 108.38000000000001 0.36435000000000006 64.075000000000003 0.46195000000000003 1.0177500000000002 1.2660500000000001 6.7782000000000009 3.5000000000000004 3505.0000000000005 3.3591500000000001 81.425000000000011 decision_type=8 8 8 10 10 8 10 8 10 10 10 10 8 10 8 10 10 8 8 8 10 left_child=5 2 20 -3 -5 6 9 8 13 10 -1 -11 -6 -7 17 16 -9 -4 -8 -10 -2 right_child=1 3 14 4 12 7 18 15 19 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.051718265043398638 -0.0011286557711608699 -0.044569216915011423 0.079689514666708483 0.038463905697537042 -0.019919355839992346 -0.019871005473582587 0.065008143792269657 0.0077284140220518459 -0.0082621565181330292 -0.00070230602304647476 0.0039586868663965815 -0.023507659534933993 -0.0040332419080475182 0.013490436263356491 0.0061629205205465283 -0.043370848061292711 -0.023392530745568678 0.021261864405711199 0.014308786776354776 -0.045471046346606703 -0.039474680957432395 leaf_weight=9.6616505142301303 6.2085438426584023 13.449722753372042 5.9853346310555908 5.7526507186703375 95.716368310153484 15.760708188638089 5.4727815203368637 15.584943507332353 7.17787425406277 684.35037346184254 998.50016580894589 41.484856460243464 159.69991601444781 64.798624398186803 8.4428703878074902 16.82651815097779 29.291226679924875 5.2345243617892274 5.2077194079756746 8.3484001457691175 5.8358632652089 leaf_count=140 96 224 84 86 2125 374 53 509 264 8263 12047 468 2076 1574 94 621 786 42 57 387 103 internal_value=-0.000112434 -0.00810058 0.0143526 -0.0107538 -0.00882994 0.00117473 0.0020294 -0.00819716 0.00048361 0.0017424 0.00447214 -0.00204317 -0.0100605 0.00673865 0.0366559 -0.021587 -0.0125427 0.0568104 0.0440571 -0.0301126 -0.0216935 internal_weight=2208.79 306.326 31.7071 274.619 261.169 1902.47 1744.68 157.788 96.0856 1734 1008.16 725.835 255.416 80.5593 19.6627 61.7027 44.8762 11.2199 10.6805 15.5263 12.0444 internal_count=30473 4930 419 4511 4287 25543 21028 4515 2599 20918 12187 8731 4201 1948 220 1916 1295 126 110 651 199 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=25 num_cat=0 split_feature=40 13 4 42 42 20 19 7 24 43 5 40 36 12 7 8 8 29 21 11 4 8 44 34 split_gain=8.49951 8.18465 7.59149 8.33998 15.7662 12.9785 7.14108 9.90111 7.87052 10.301 8.77791 7.41148 6.98168 6.07934 5.56371 5.49095 5.14293 5.13452 4.35849 3.86319 3.68041 7.65909 2.35102 1.87298 threshold=3.5000000000000004 2.3728000000000002 14949.795000000002 180500.00000000003 174500.00000000003 10179.485000000002 0.32795000000000007 7552.1800000000012 1.0647500000000003 2194.5000000000005 0.76975000000000016 7.0000000000000009 95.135000000000005 63.745000000000012 7944.5150000000012 573.50000000000011 124.47500000000001 9339.1375000000025 461.41000000000003 4170.2400000000007 10247.740000000002 42.365000000000002 19.500000000000004 26.041450000000001 decision_type=8 8 10 8 10 10 8 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 8 10 left_child=1 2 3 4 -1 -5 7 8 10 -10 -2 12 -8 19 -9 18 -16 -15 -13 -4 22 -22 -3 -24 right_child=6 20 13 5 -6 -7 11 14 9 -11 -12 15 -14 17 16 -17 -18 -19 -20 -21 21 -23 23 -25 leaf_value=-0.0012162260007464172 0.016259628641485693 -0.0031944869034270431 0.075490792507943189 -0.010281912879901539 0.025030070817722336 0.01269569338470594 -0.014064266836897347 0.064112599415429503 -0.002176790377189779 0.047101273551435979 -0.00093521807531919568 0.0047131225155821431 0.055620486662029872 0.031928020235598993 0.0063325139232515096 0.019995508653980077 0.029373904637475114 -0.032012388762681386 -0.032887973640533023 0.014084712819338867 0.044311198293116034 -0.027345802496433175 -0.04169951119525292 -0.0077680626167494285 leaf_weight=577.21945689758286 176.53495568176731 7.3767285081557921 5.9897397942841035 448.46404633531347 62.4802828989923 70.136149219237268 6.4197414312511665 5.5642963210120788 490.21658181305975 9.8347611185163242 126.46205085329711 8.9602033887058479 6.1445848261937499 5.0960594825446623 61.563645948655903 6.6435143351554862 40.561266653239727 5.4663666393607855 39.419380992650986 5.2952217292040586 5.0581526025198391 8.6987433601170761 24.789608370047066 5.9032648708671323 leaf_count=7825 2607 323 69 6872 744 674 80 63 6357 101 1275 124 75 63 562 59 329 64 451 84 155 213 1144 205 internal_value=1.7495e-05 -0.00274229 -0.00187411 -0.00243902 0.00137454 -0.00714632 0.00349716 0.0046684 0.00274051 -0.00110556 0.00908709 -0.0120503 0.0212345 0.0266533 0.0188414 -0.0199834 0.0157285 -0.0006373 -0.0258683 0.0505763 -0.0220074 0 -0.029839 -0.0357821 internal_weight=2210.3 1231.97 1180.15 1158.3 639.7 518.6 978.325 910.738 803.048 500.051 302.997 67.5874 12.5643 21.8474 107.689 55.0231 102.125 10.5624 48.3796 11.285 51.8265 13.7569 38.0696 30.6929 internal_count=30518 18435 16395 16115 8569 7546 12083 11294 10340 6458 3882 789 155 280 954 634 891 127 575 153 2040 368 1672 1349 is_linear=0 shrinkage=0.05 Tree=77 num_leaves=30 num_cat=0 split_feature=37 34 12 3 17 11 26 7 8 41 25 17 30 17 33 36 37 39 31 21 34 43 23 44 5 26 44 39 31 split_gain=6.26881 9.38129 8.70182 11.4067 7.93068 7.53679 6.874 6.84568 8.72108 11.8456 11.225 7.33731 6.78941 11.541 9.53508 7.75639 6.75546 13.2645 6.19386 6.11996 6.08414 6.00068 8.36542 6.74844 5.58419 4.62094 4.32567 2.62255 2.29279 threshold=7300.0000000000009 56.529500000000006 59.025000000000013 3.5000000000000004 3.9629500000000006 20420.335000000003 3.5000000000000004 9799.2400000000016 105.00500000000001 96.325000000000017 49856.770000000011 -1.44885 3.5000000000000004 1.4453500000000001 0.84115000000000006 91.405000000000015 14375.000000000002 0.27395000000000008 0.45665000000000006 1322.8750000000002 34.747700000000009 2088.5000000000005 10.500000000000002 258.50000000000006 0.43605000000000005 2.5000000000000004 63.500000000000007 0.5918500000000001 0.81945000000000012 decision_type=10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 left_child=5 2 3 4 -2 7 19 11 10 -10 -9 20 13 15 -15 -3 27 -18 -13 -4 -1 22 25 -24 28 -7 -8 -14 -23 right_child=1 12 6 -5 -6 21 26 8 9 -11 -12 18 16 14 -16 -17 17 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 leaf_value=-0.0073970786827629934 -0.033043679575621189 0.011231502429257696 -0.013095673915283358 0.038634924647905355 0.02649777111703874 -0.026324661586082255 0.0079138775769030875 0.029738998998895479 0.01800178216873392 -0.015762794650234144 -0.019645949625794155 -0.0065515249079169616 -0.010039783122866006 -0.023402509610255074 0.02585168106463271 0.06384817885219983 -0.018369472742976956 0.074051222900331448 0.0033542817241289519 0.010097070485428692 -0.046387404469959585 -0.044911047080361241 0.057484755491449768 -0.0021308598381967066 0.01805822650797341 0.012417885429909006 -0.03122695073947665 -0.042263902781467827 -0.019873407625472177 leaf_weight=62.854539351537824 75.241261443588883 13.959480499848725 43.39289412368089 5.8675019252113989 5.21199110103771 22.078573180362582 8.4859023140743357 77.387636031024158 51.432493282482028 50.442854128777981 12.64485167339444 178.61172525864094 38.237278911285102 21.354233401827514 16.513998726382852 14.845654340460895 8.0644969716668111 5.8869132772088042 1287.253818213474 77.962627869099379 11.167817635461686 14.871724153868852 8.5556561248376983 8.9889421602711064 6.5968298222869626 10.617889464367179 29.48298618150875 7.087241005152463 33.329148469958454 leaf_count=923 1948 162 617 153 137 329 149 715 424 404 95 2836 407 328 206 202 76 68 17184 937 151 343 107 112 66 227 501 86 649 internal_value=0.000480894 -0.0054299 -0.0111101 -0.0238129 -0.0288471 0.00168168 -0.00409098 0.00247505 0.0113583 0.00124418 0.0226085 0.00135809 0.0056093 0.0164667 -0.00168206 0.0397493 -0.00659065 0.0226383 0.00214023 0.00172396 -0.0138861 -0.0112517 0.00116613 0.0282033 -0.0225434 -0.0135998 -0.0223722 -0.0159901 -0.0284559 internal_weight=2208.43 371.594 245.645 86.3208 80.4533 1836.83 159.324 1731.8 191.908 101.875 90.0325 1539.89 125.949 66.6734 37.8682 28.8051 59.2759 13.9514 1465.87 121.356 74.0224 105.039 50.2411 17.5446 54.7977 32.6965 37.9689 45.3245 48.2009 internal_count=30542 5977 4442 2238 2085 24565 2204 22732 1638 828 810 21094 1535 898 534 364 637 144 20020 1554 1074 1833 775 219 1058 556 650 493 992 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=24 num_cat=0 split_feature=31 37 11 33 25 34 21 28 36 34 9 13 11 27 38 40 33 3 3 39 43 11 7 split_gain=11.1172 7.52926 6.98023 9.32978 9.58514 8.32381 6.63718 6.49814 10.0712 8.843 5.93161 5.55131 5.79872 7.48714 8.79167 6.82843 8.06682 5.27865 5.00801 3.44807 2.02156 1.47076 0.358886 threshold=0.62445000000000006 7300.0000000000009 20420.335000000003 0.94495000000000007 4761.5200000000013 1.6587500000000002 944.06500000000017 1.0000000180025095e-35 98.215000000000018 13.024300000000002 1.0000000180025095e-35 2.1378000000000004 907.24500000000012 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.8055500000000001 3.5000000000000004 1.0000000180025095e-35 0.44365000000000004 651.50000000000011 44902.67500000001 1486.4950000000001 decision_type=8 10 10 10 10 8 10 10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 8 left_child=11 2 3 5 -5 -2 21 8 17 -10 -8 12 13 18 -15 -14 -17 -3 -1 20 -9 -4 -13 right_child=1 7 6 4 -6 -7 10 19 9 -11 -12 22 15 14 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.0020680070766707216 -0.034184983195937178 -0.0096184810067602641 -0.043344951399220587 -3.7157625953454343e-05 0.027235760106906998 0.003738124763267717 0.0036520919599023248 -0.045307708776684767 -0.016501302967001152 0.048549102517792264 -0.035447456705809927 -0.045319956172044054 0.03057685045449364 0.00082325039624639028 0.029336807531815941 -0.031565945299253426 -0.0074901075313714531 0.023262903322494116 -0.016500264386481524 0.0022925657030822533 -0.007617223982714319 -0.012743025999717309 -0.018546955483167878 leaf_weight=190.75842878594995 13.645558601245282 153.86597576318309 13.18222086178139 50.846999503206462 85.220605577342212 1105.8284480483271 65.523437638767064 16.824145113117993 6.9568839152343598 15.232028055004774 10.341282113920895 7.5686599351465675 7.8490564664825788 131.72125513385981 33.166029548272491 48.605853078886867 122.62550215935335 12.227263813838361 87.686054483987391 6.8754365015774956 5.4432087745517554 7.7268248237669459 5.0013696854002783 leaf_count=2176 221 2024 332 989 1132 13054 803 433 128 227 318 295 166 1726 395 1255 2511 147 1478 149 137 209 127 internal_value=0.000104383 0.00236477 0.00375608 0.00475763 0.0170818 0.00324131 -0.00910268 -0.0062434 -0.00274785 0.0281062 -0.00200443 -0.0054706 -0.0047634 -0.00167289 0.00673099 -0.0123348 -0.0144969 -0.0070432 -0.0066736 -0.0278208 -0.0370326 -0.0333622 -0.0371877 internal_weight=2204.72 1569.74 1352.32 1255.54 136.068 1119.47 96.7738 217.425 188.282 22.1889 75.8647 634.982 622.412 443.332 164.887 179.08 171.231 166.093 278.444 29.1428 22.2674 20.909 12.57 internal_count=30432 20303 17058 15396 2121 13275 1662 3245 2526 355 1121 10129 9707 5775 2121 3932 3766 2171 3654 719 570 541 422 is_linear=0 shrinkage=0.05 Tree=79 num_leaves=24 num_cat=0 split_feature=5 42 35 42 44 8 0 39 34 29 4 33 31 22 21 32 40 8 7 22 17 44 44 split_gain=8.15932 9.55544 7.63237 7.82113 9.85999 9.61977 9.35192 9.05654 7.86082 6.99444 6.95376 6.9351 13.8669 6.88191 6.251 5.6199 10.1159 5.57669 5.42935 8.14793 4.51658 3.85103 2.35906 threshold=0.098550000000000013 84500.000000000015 1.5000000000000002 199500.00000000003 733.50000000000011 57.755000000000003 2.5000000000000004 0.11845000000000001 10.962200000000001 1016.7500000000001 414.94000000000005 0.90575000000000017 0.92415000000000014 16705.615000000002 326.12500000000006 84.675000000000026 3.5000000000000004 126.59000000000002 4858.3150000000014 1868.7950000000003 0.99435000000000018 56.500000000000007 548.50000000000011 decision_type=10 8 8 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 8 10 10 left_child=1 14 3 6 5 -5 7 -2 -8 -6 11 17 -13 15 -1 16 -3 -4 19 -12 -15 -17 -20 right_child=2 13 10 4 9 -7 8 -9 -10 -11 18 12 -14 20 -16 21 -18 -19 22 -21 -22 -23 -24 leaf_value=0.069706895107416206 0.025250119657505312 -0.021868803801354884 -0.0039437571527239333 -0.013633851991016294 -0.019725154285060283 0.0067676669438793309 -0.027359491381773394 0.007058947834207201 0.0094865137820676036 0.038034141768328866 -0.020517249480872173 0.0052580906453289118 0.073444527080190058 -0.01013211486369562 0.0022109137536702361 -0.023669403394504449 0.045325721600774346 0.0053572995045619957 -0.04059721449553752 0.015550010797728903 0.045399011345083486 -0.0097304190129213694 -0.0039669837419060786 leaf_weight=5.0140390899032328 106.12982883211225 10.432778931222865 833.84056255593896 131.72803056240082 5.9069770108908441 101.13771522883326 27.263746327254921 195.87960072793067 28.632834960706532 22.910546751692891 38.88369234604761 200.41592618264258 6.7752758711576453 5.5819206908345205 8.5197159107774496 86.59832988679409 9.9923934889957291 198.41087619587779 21.238934116438035 24.73271878156811 7.7042309800162911 124.48851047223434 6.1574004562571636 leaf_count=88 1447 322 10026 2086 88 1342 571 2520 570 242 910 1950 57 60 127 2194 179 1840 328 383 90 3016 82 internal_value=-0.000429274 -0.00876289 0.000676083 0.00525702 -0.00129504 -0.00476068 0.0100518 0.0135303 -0.00856237 0.0257626 -0.00145584 -0.000466761 0.00785391 -0.0110772 0.0306368 -0.0131229 0.0113519 -0.00214769 -0.0147196 -0.00639404 0.0226425 -0.0155571 -0.0329702 internal_weight=2208.38 258.332 1950.04 619.589 261.683 232.866 357.906 302.009 55.8966 28.8175 1330.46 1239.44 207.191 244.798 13.5338 231.512 20.4252 1032.25 91.0127 63.6164 13.2862 211.087 27.3963 internal_count=30518 6076 24442 8866 3758 3428 5108 3967 1141 330 15576 13873 2007 5861 215 5711 501 11866 1703 1293 150 5210 410 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=26 num_cat=0 split_feature=3 3 37 42 32 25 22 8 23 25 35 25 6 6 20 31 37 21 3 8 36 34 10 25 31 split_gain=6.39361 7.5117 9.88038 7.44475 10.8221 6.15922 13.1964 7.69301 6.03914 9.34617 6.01615 11.3334 5.90337 5.89657 7.72816 5.90672 5.846 8.69497 5.75855 5.96322 5.51144 5.23435 4.93764 4.6324 3.81774 threshold=5.5000000000000009 1.0000000180025095e-35 3650.0000000000005 84500.000000000015 96.215000000000018 4400.1150000000007 271.25000000000006 2.6050000000000004 10.500000000000002 7999.9900000000007 5.5000000000000009 24306.440000000006 3.5000000000000004 3.5000000000000004 668.30000000000007 0.72965000000000013 5050.0000000000009 530.0100000000001 14.500000000000002 47.505000000000003 91.165000000000006 30.691550000000003 0.95135000000000014 2199.9750000000004 0.63285000000000013 decision_type=8 10 10 8 10 8 10 10 10 10 10 10 10 10 8 8 10 8 10 8 8 10 10 10 10 left_child=1 5 10 4 -2 6 7 -1 12 -10 11 -3 -4 14 24 -16 17 -7 21 -20 -18 -15 -8 -12 -5 right_child=3 2 8 13 -6 16 22 -9 9 -11 23 -13 -14 18 15 -17 20 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.014012524133311305 0 0.00047338850971274514 -0.02132112967962313 0.056753535709515406 0.079153632819924644 0.022301448959136067 -0.011785565535442143 0.0038854873577329804 0.0079462822506080333 -0.018404873618293512 0.0273990220529934 0.030267256423108926 0.0069124124324783714 -0.017242422448825415 -0.012132308754382792 0.022623994478463017 -0.0074517331367220264 0.0050103093452325553 0.036039875186272184 -0.015831598097290494 0.0043191418554500314 0.030365023569524793 -0.0420949533424545 -0.018675553480265797 0.0047661165330239764 leaf_weight=72.648594541009516 8.016549604013564 243.64590777503327 139.5890616173856 13.699431175366046 8.0779327396303398 86.395672189071774 33.421437142882496 323.38655186025426 78.064731488469988 57.484701978974044 5.1613850295543662 35.802083946764469 20.54556752787903 47.894954944960773 22.228810062631965 24.715782962739468 156.03416972560808 448.59345125267282 14.573204526677728 7.7228848934173593 270.17441314598545 5.5578265581279984 23.666779559105635 48.456830057315528 5.1921483650803557 leaf_count=835 68 4568 3311 140 63 1032 674 4260 1505 1071 101 493 513 648 237 230 1863 3947 118 47 3478 55 392 688 54 internal_value=0.000836697 8.32969e-05 -0.00445705 0.010505 0.0417668 0.00210701 -0.00268787 0.000562663 -0.011095 -0.00324522 0.00143652 0.00440264 -0.0176473 0.00664833 0.0174865 0.00615241 0.00437303 0.00784839 -0.0028115 0.0179498 0 -0.0117338 -0.0249452 -0.0137283 0.0436746 internal_weight=2200.75 2043.07 628.75 157.68 16.0945 1414.32 453.123 396.035 295.684 135.549 333.066 279.448 160.135 141.585 65.8362 46.9446 961.198 534.989 75.7489 22.2961 426.209 53.4528 57.0882 53.6182 18.8916 internal_count=30391 28731 12250 1660 131 16481 6161 5095 6400 2576 5850 5061 3824 1529 661 467 10320 4979 868 165 5341 703 1066 789 194 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=27 num_cat=0 split_feature=28 22 44 7 21 19 19 20 42 36 23 42 37 43 43 36 18 0 21 18 44 18 21 23 31 41 split_gain=8.39095 8.28269 7.26335 8.48783 8.86147 8.39369 10.4608 7.36162 6.40389 6.12656 6.9868 6.00221 5.85432 5.49893 5.76508 5.45563 5.43237 5.36702 5.07921 5.00737 7.60885 6.37474 4.72476 3.60409 2.84726 2.61684 threshold=1.0000000180025095e-35 5249.630000000001 25.500000000000004 651.33500000000015 12835.750000000002 0.026950000000000005 0.020150000000000005 302.10500000000008 166500.00000000003 98.195000000000007 8.5000000000000018 95500.000000000015 7600.0000000000009 1808.5000000000002 515.50000000000011 96.725000000000009 11.500000000000002 1.0000000180025095e-35 2758.6050000000005 9.5000000000000018 388.50000000000006 7.5000000000000009 3213.9550000000004 6.5000000000000009 0.87625000000000008 91.415000000000006 decision_type=10 10 8 10 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=2 8 5 16 7 6 11 -5 19 18 -11 -1 13 14 -3 -15 22 23 -7 21 -21 -2 -4 -10 -19 -14 right_child=1 12 3 4 -6 9 -8 -9 17 10 -12 -13 25 15 -16 -17 -18 24 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=-0.025566153327854963 0.00088790889412288703 0.0088867321688267491 -0.0024329939467985515 0.034329051547053339 0.050306420269312258 -0.0070541655084518529 0.067776793542622615 0.003537091247845757 0.0051665320586612475 -0.011858579090852507 0.043415786603816814 0.0090650929517422964 -0.038726897463296404 0.029942097649821697 0.071535470055510308 -0.027995263860775589 -0.042403220094112321 -0.044761063388599677 -0.024806880837069216 0.047104170057310504 -0.018244381415191965 -0.037502011710365865 -0.038331475310975971 -0.018444929718985044 -0.011424777703184915 0.0059402184528035929 leaf_weight=13.696658145636318 42.878671509213746 7.4097876977175492 298.37813479593024 18.813828662037849 9.4921308197081071 326.14734846912324 5.8950835065916172 1124.5444933068939 19.963388257659972 9.9502825224772113 11.151836035773156 82.269073032774031 5.8493193602189404 6.9592291768640262 7.4808473074808717 7.2980500245466828 8.3232489358633739 26.206266974564642 45.691057999618351 10.228202883154156 6.5395021671429268 13.335557814687489 8.494963336735962 71.00810451246798 10.072779986076055 5.5320822051726282 leaf_count=197 860 95 5065 245 103 4573 106 12794 462 211 161 1362 120 70 106 127 148 975 566 162 78 222 146 1048 367 102 internal_value=-0.000331515 -0.0091226 0.000748345 0.00251625 0.00450593 -0.00448134 0.0082289 0.00407769 -0.0133004 -0.00780139 0.0177687 0.00385811 0.0112204 0.0229677 0.0431963 6.61925e-05 -0.00473654 -0.0200324 -0.00930969 -0.00138291 0.021744 -0.00862813 -0.00356426 -0.0132093 -0.0361942 -0.0178858 internal_weight=2203.61 240.762 1962.85 1468.05 1152.85 494.801 101.861 1143.36 200.232 392.941 21.1021 95.9657 40.5293 29.1479 14.8906 14.2573 315.196 127.251 371.838 72.9819 16.7677 56.2142 306.873 90.9715 36.279 11.3814 internal_count=30471 4794 25677 18501 13142 7176 1665 13039 4174 5511 372 1559 620 398 201 197 5359 2852 5139 1322 240 1082 5211 1510 1342 222 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=13 num_cat=0 split_feature=9 40 11 6 33 20 44 14 36 40 0 25 split_gain=7.86354 6.89502 8.30636 8.02258 7.19912 6.91929 6.72868 8.99645 5.85209 5.66431 5.27288 2.76526 threshold=10.500000000000002 3.5000000000000004 47011.205000000009 7.5000000000000009 0.62825000000000009 195.22000000000003 621.50000000000011 76.425000000000026 73.160000000000011 1.5000000000000002 6.5000000000000009 1185.0900000000001 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 left_child=1 3 6 5 -5 11 8 -8 -3 -7 -6 -1 right_child=-2 2 -4 4 10 9 7 -9 -10 -11 -12 -13 leaf_value=0.0076892168345672578 -0.043785537873857472 0.016105196599149756 0.058711081113693359 0.067415146617556418 0.024176475167376275 0.0069181230696356332 0.042614808514854989 -0.00015847593583269307 0.0011746928513443155 -0.0034192005374701915 -0.011420544891662936 -0.028341047322029991 leaf_weight=5.5980167440138748 9.0407743188552541 70.236183499917388 5.8256973931565872 5.4782558660954228 24.977540300227702 151.91505014616996 23.69246562756598 24.005665592849255 854.19468547170982 983.96267994912341 16.351347497664392 33.988356607034802 leaf_count=201 189 803 93 69 237 1986 250 226 10707 14565 210 981 internal_value=0.000356116 0.000559576 0.00368854 -0.00194083 0.0181273 -0.00275892 0.00329367 0.0214239 0.00233066 -0.00202739 0.0100377 -0.0230588 internal_weight=2209.27 2200.23 977.955 1222.27 46.8071 1175.46 972.129 47.6981 924.431 1135.88 41.3289 39.5864 internal_count=30517 30328 12079 18249 516 17733 11986 476 11510 16551 447 1182 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=28 num_cat=0 split_feature=28 22 31 24 8 0 20 23 14 11 5 19 27 8 27 19 0 41 26 30 14 2 19 5 23 23 3 split_gain=8.2231 9.14043 5.64635 8.26209 15.5358 8.24456 11.0986 9.74584 7.5452 12.2909 9.0358 7.37104 6.89783 6.00948 5.49581 5.50879 5.34939 5.25095 5.51282 4.8792 4.80375 3.92188 3.43572 3.36139 5.36335 3.27907 1.90823 threshold=1.0000000180025095e-35 5000.6750000000011 0.62445000000000006 -1.0000000180025095e-35 108.27500000000002 4.5000000000000009 416.24500000000006 5.5000000000000009 65.675000000000026 639.30000000000007 0.45075000000000004 0.062550000000000008 10.500000000000002 119.40000000000002 9.5000000000000018 0.47415000000000007 1.0000000180025095e-35 84.690000000000012 3.5000000000000004 5.5000000000000009 212.67500000000004 701.50000000000011 0.14255000000000004 0.30515000000000009 9.5000000000000018 4.5000000000000009 1.5000000000000002 decision_type=8 10 10 8 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 10 10 8 10 10 left_child=2 14 3 4 22 7 -7 -5 9 11 -11 -4 13 -10 15 16 -2 18 -3 -6 -14 -20 -1 -19 -25 -16 -27 right_child=1 17 8 5 19 6 -8 -9 12 10 -12 -13 20 -15 25 -17 -18 23 21 -21 -22 -23 -24 24 -26 26 -28 leaf_value=0.011153872622022566 0.0005114690748216123 -0.013634467220620478 0.029293105313186664 -0.031107712999493661 0.023067606747477869 0.053916518966046934 -0.0014510758898551197 -0.0039779071077757485 -0.0025829878508991494 -0.0015825609365008901 0.01654077296014873 0.0075400317232128368 0.064876939141015569 0.0081722439005460588 0.0052579198514750292 -0.044448719212538366 -0.019165779750523904 -0.030772171023317307 0.057806182283178777 0.085756452200161037 0.0034988223353020239 0.0055814318594483211 -0.032294969041117311 0.03944401521981216 -0.019815680763468835 -0.041761327423000705 -0.0070993325739420847 leaf_weight=8.0517956176772767 97.687330072745681 5.2616159068420556 85.18748362082988 34.68532719835639 7.0752339474856836 12.843288495205341 25.519222752191126 481.75670317560434 660.80452941264957 286.26162907201797 89.319016816094518 74.101110162213445 5.8880512192845327 160.53048680536449 5.0792917143553487 9.2694340460002405 51.995528759434819 7.4009047467261579 11.29983805678785 7.1666974760591984 6.5002445168793201 5.722704908810555 8.1686379052698594 6.3698880784213516 6.9108233423903593 26.0601283274591 5.6199667672626665 leaf_count=141 1308 84 1001 959 79 179 429 7066 7576 4671 984 832 61 1343 266 149 1509 137 126 100 73 143 117 72 83 729 195 internal_value=0.000255195 -0.0084831 0.00132899 -0.00277359 0.0221371 -0.00418771 0.0178571 -0.00586626 0.00308782 0.007717 0.00274666 0.0193149 0.000106324 -0.000467409 -0.0130739 -0.0088882 -0.00637249 0.0121363 0.028481 0.0584981 0.0357116 0.0418104 -0.0110414 -0.00574563 0.00902894 -0.0303262 -0.0361708 internal_weight=2192.54 238.677 1953.86 585.267 30.4624 554.805 38.3625 516.442 1368.59 534.869 375.581 159.289 833.723 821.335 195.712 158.952 149.683 42.9658 22.2842 14.2419 12.3883 17.0225 16.2204 20.6816 13.2807 36.7594 31.6801 internal_count=30412 4801 25611 9070 437 8633 608 8025 16541 7488 5655 1833 9053 8919 4156 2966 2817 645 353 179 134 269 258 292 155 1190 924 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=26 num_cat=0 split_feature=41 4 37 9 33 39 8 29 26 44 23 13 11 34 31 46 35 37 41 25 39 29 8 19 26 split_gain=6.73753 8.08259 6.11655 5.51888 9.6189 13.3181 9.23372 8.18452 6.85286 8.42098 6.81893 8.13956 9.62824 6.03899 5.67204 10.8053 10.2415 5.4887 4.8634 7.2787 7.03076 4.66095 3.36427 3.32267 2.12277 threshold=57.735000000000007 9883.1050000000014 5050.0000000000009 1.0000000180025095e-35 0.99095000000000011 0.0027500000000000003 1.1450000000000002 16511.583350000004 8.5000000000000018 196.50000000000003 10.500000000000002 1.1866500000000004 2904.6600000000003 3.3967000000000005 0.73725000000000007 -1.0000000180025095e-35 1.5000000000000002 6650.0000000000009 38.750000000000007 4297.1250000000009 0.45685000000000003 958.25000000000011 66.805000000000021 -0.32394999999999996 3.5000000000000004 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 8 8 10 left_child=1 18 22 4 8 7 -7 -6 13 -10 11 17 -13 -2 15 -12 -16 -5 23 21 -21 -20 -3 -1 -25 right_child=3 2 -4 10 5 6 -8 -9 9 -11 14 12 -14 -15 16 -17 -18 -19 19 20 -22 -23 -24 24 -26 leaf_value=-0.0011505512288210711 -0.015743753624788991 0.057371348934500604 -0.017096758273152088 -0.01434843060261975 -0.012180441556900868 -0.0045625477259650304 0.041196757522995564 0.030300845854168552 0.054707381486042608 0.0068789642443375307 0.030870516567461911 0.015537755358547241 -0.033264641190229462 0.00044822105503359503 0.038736422114365461 -0.016464482989759485 -0.002442328115582031 -0.042328526390975313 0.008124656329546464 0.012927252674125126 -0.03239265196530821 -0.042167675056719804 0.0049574651747304639 -0.041802852199975676 -0.0054518793630031637 leaf_weight=8.6769351474940759 58.820343183353543 7.327620712108911 7.3977250577881923 92.944575944449753 45.777220807038248 13.734210669994352 48.061394518241286 13.950758490711449 11.189941078424452 40.501831226050854 14.100362455472348 40.276350374799222 12.366651486605404 1535.3999378057197 23.560323650017381 58.572393275797367 38.380975873209536 21.707563057076186 5.4999327054247287 38.302646012511104 9.9230520408600551 17.96188487438485 5.5200776401907214 28.482771078590304 5.4058429612778118 leaf_count=256 818 135 175 1986 447 102 374 89 155 442 236 1150 584 18609 466 1201 571 622 155 584 138 336 74 669 180 internal_value=-0.000337898 -0.0111405 0.0172515 0.000366853 0.0014371 0.0149538 0.0310363 -0.00184012 0.0004276 0.0181692 -0.00586613 -0.0125816 0.00357372 -0.000155558 0.00247412 -0.00691806 0.0135078 -0.0200094 -0.016321 -0.00808282 0.00303192 -0.0303235 0.0371968 -0.0295766 -0.03647 internal_weight=2203.84 134.498 20.2454 2069.34 1767.44 121.524 61.7956 59.728 1645.91 51.6918 301.909 167.295 52.643 1594.22 134.614 72.6728 61.9413 114.652 114.253 71.6875 48.2257 23.4618 12.8477 42.5655 33.8886 internal_count=30554 2702 384 27852 21036 1012 476 536 20024 597 6816 4342 1734 19427 2474 1437 1037 2608 2318 1213 722 491 209 1105 849 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=23 num_cat=0 split_feature=12 8 28 5 19 21 24 43 34 29 18 43 36 0 32 17 21 19 12 34 24 23 split_gain=8.44011 8.32468 7.79614 6.84049 8.22143 6.42645 5.64127 4.42203 9.11256 5.60505 5.73511 4.39821 4.35353 4.26278 4.92127 5.51372 3.32271 3.24434 2.91674 2.85217 2.19343 1.67702 threshold=238.46000000000001 231.98000000000005 1.0000000180025095e-35 1.3680500000000004 0.22975000000000004 12835.750000000002 3.8355000000000001 255.50000000000003 8.9494000000000025 1323.8725000000002 7.5000000000000009 2131.5000000000005 92.945000000000007 1.0000000180025095e-35 99.595000000000013 0.7833500000000001 297.60000000000008 0.080050000000000024 279.59500000000008 55.279300000000013 1.03285 8.5000000000000018 decision_type=10 8 10 8 10 10 8 10 10 10 10 10 10 8 8 10 10 10 10 10 8 10 left_child=1 2 3 5 -5 -1 11 16 17 -10 -11 -4 -8 14 15 -3 -2 -9 19 -18 -15 -20 right_child=7 13 6 4 -6 -7 12 8 9 10 -12 -13 -14 20 -16 -17 18 -19 21 -21 -22 -23 leaf_value=0.00080662445288923797 0.0017853797492092373 0.070300835964540231 -0.0085378965377971208 -0.028565618746821977 0.019221191319315861 0.037682268008064512 -0.010242948651736392 0 0.03907366290930811 -0.016811397786746844 0.015668252717122463 -0.0270645918275235 0.025030749288172196 0.015233518176883905 -0.0041116767055959661 0.013652046847520817 -0.030679116213265162 -0.045961199567195223 -0.01244571374518961 0.016231895532063185 -0.022849141943926177 -0.043255927455740584 leaf_weight=1753.5904204188846 9.6910806410014612 10.155720405280595 143.98403022810817 38.029686294496059 10.797445289790629 10.903756829909979 14.936426539905368 5.0233114920556572 8.6598349809646589 29.380660055205226 23.53902580589056 41.529712663963437 18.360852431505919 8.717769041657446 5.7797962334007016 8.3576696552336198 5.1782143115997297 14.290347222238777 7.1246708519756785 5.7663051895797253 5.1842185854911795 25.444616857916117 leaf_count=23698 86 81 3003 330 105 130 299 55 90 282 209 791 464 109 67 72 53 162 74 60 54 257 internal_value=-0.000884804 -9.21893e-05 -0.000534553 0.000540538 -0.0177242 0.00105855 -0.00942868 -0.0129936 -0.00543132 0.00401389 -0.00224886 -0.012835 0.00922466 0.0227289 0.0349553 0.0469938 -0.0240869 -0.0345076 -0.029872 -0.00625494 0.000116208 -0.0372365 internal_weight=2204.43 2070.33 2032.13 1813.32 48.8271 1764.49 218.811 134.098 80.8932 61.5795 52.9197 185.514 33.2973 38.1952 24.2932 18.5134 53.2049 19.3137 43.5138 10.9445 13.902 32.5693 internal_count=30531 29203 28820 24263 435 23828 4557 1328 798 581 491 3794 763 383 220 153 530 217 444 113 163 331 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=22 num_cat=0 split_feature=43 28 26 44 43 42 32 7 44 34 33 34 44 37 8 34 37 37 43 20 42 split_gain=11.2563 7.01168 7.22166 11.6754 7.267 5.53071 8.84817 8.10556 4.88243 7.86989 10.5683 8.63705 7.85278 7.51956 7.08132 3.62635 3.01334 5.1264 3.97185 3.56703 0.413242 threshold=2402.5000000000005 1.0000000180025095e-35 6.5000000000000009 73.500000000000014 2202.5000000000005 198500.00000000003 95.615000000000023 11614.985000000002 242.50000000000003 6.2982500000000003 0.52945000000000009 7.1721500000000011 250.50000000000003 1135.0000000000002 72.555000000000021 31.621300000000002 3450.0000000000005 3505.0000000000005 2498.5000000000005 15098.020000000002 179500.00000000003 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 8 10 10 left_child=1 8 5 -4 -5 6 -3 -7 9 10 -1 -11 14 -14 -10 16 18 -18 20 -19 -2 right_child=15 2 3 4 -6 7 -8 -9 12 11 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 leaf_value=0.04013101829311444 -0.025879541070162007 -0.027480978886174841 0.061081932554096746 0.0058952259265484053 -0.044188876148685927 -0.029971956922608345 0.0068520850846293599 0.018549515401421111 0.075292536271513805 0.025736497793183679 -0.014508100336272199 0.001530620139318057 0.023441861376662425 0.0033943035669172228 0.0011294722161534247 -0.045528490982683412 0.03077957692173074 -0.023571269792215483 0.0027387894286678132 0.017947602748359097 -0.051280600699906455 leaf_weight=8.5405332492664439 8.8339117756113428 26.537061911541969 7.643280549440532 49.887351776007563 7.43878319999203 59.836636773310602 57.713313567917794 9.2009461764246208 6.8755128663033229 36.978384835645556 121.64360071625561 1296.7856666268781 52.419894598424435 390.31766933575273 5.731055399402976 10.193899612873791 7.3032467206940046 20.813473287969831 7.4127162080258158 5.8341598468832663 7.4276274456642559 leaf_count=167 148 396 200 1191 164 1302 1038 83 91 566 2085 17136 538 4318 66 135 119 453 159 70 119 internal_value=0.000875055 0.00151734 -0.00694876 0.00689775 -0.00116428 -0.0128565 -0.00409895 -0.0232614 0.00248581 0.00107334 -0.0106069 0.00222425 0.00700367 0.00582667 0.0445057 -0.019024 -0.0135535 -0.00360346 -0.0268957 -0.01398 -0.0400701 internal_weight=2205.37 2137.55 218.257 64.9694 57.3261 153.288 84.2504 69.0376 1919.29 1463.95 130.184 1333.76 455.344 442.738 12.6066 67.819 57.6251 33.9509 23.6743 26.6476 16.2615 internal_count=30544 29341 4374 1555 1355 2819 1434 1385 24967 19954 2252 17702 5013 4856 157 1203 1068 642 426 523 267 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=22 num_cat=0 split_feature=11 0 36 43 34 27 27 5 38 18 10 0 20 8 36 39 36 17 24 25 43 split_gain=8.43923 8.07773 9.94076 11.5454 7.34777 7.45911 16.021 11.681 10.1402 8.81776 7.83193 7.22116 7.16716 6.46812 6.38102 7.94236 7.31225 6.09736 5.67663 4.35624 5.1708 threshold=247.38500000000002 5.5000000000000009 93.02500000000002 2140.5000000000005 4.7295000000000007 1.0000000180025095e-35 1.5000000000000002 0.65995000000000015 1.0000000180025095e-35 1.5000000000000002 0.73245000000000016 1.5000000000000002 688.75500000000022 34.735000000000007 83.465000000000018 0.09555000000000001 94.675000000000026 4.5122000000000009 1.3815500000000001 999.8950000000001 613.50000000000011 decision_type=10 10 10 8 8 8 10 8 10 10 8 10 10 10 10 10 10 10 10 8 10 left_child=4 11 -3 -4 17 8 7 -7 -6 -10 -8 12 13 -2 15 -13 -16 19 -14 -1 -21 right_child=1 2 3 -5 5 6 10 -9 9 -11 -12 14 18 -15 16 -17 -18 -19 -20 20 -22 leaf_value=-0.041782397273800898 -0.024055031364063215 -0.020350014878008724 0.083042649847954272 -0.0060258589771044488 0.063612914943198082 0.0012307885990492213 0.052968485728137497 0.054897217129091513 0.044464708122390298 -0.0010814725815984666 0.0045232161723656591 -0.019860463139145607 0.0026263270293828168 -0.0052083469258932856 -0.034516892322969332 0.060356980309098564 -0.0086795987060158467 0.026742988741442011 -0.007400204394581578 -0.019563941264823369 0.0037956943147440547 leaf_weight=10.745853155851362 60.184948906302452 6.851125132758173 8.5276882732287014 5.5191978141665468 5.2893189992755643 15.483975971117614 7.5865248395130038 29.755772452801466 9.8293767450377327 563.5739053436555 348.8155968207866 5.3701204764656705 528.28003954701126 185.63345722854137 43.858311123214662 5.1027316697873175 74.693560149986297 9.7069282261654717 191.50261958921328 51.48572857491672 42.127322133630514 leaf_count=163 1723 152 194 127 101 150 89 225 185 6335 3552 215 6899 2919 1156 111 2347 121 2543 705 550 internal_value=-0.000405017 -0.00346588 0.0265846 0.0496396 0.00271067 0.00411362 0.00934031 0.0370611 0.000467551 -0.000215957 0.00571375 -0.00406789 -0.00256916 -0.0099217 -0.0151397 0.0206425 -0.0184887 -0.0092344 -4.09225e-05 -0.0128504 -0.00906989 internal_weight=2209.92 1115.52 20.898 14.0469 1094.4 980.334 401.642 45.2397 578.693 573.403 356.402 1094.63 965.601 245.818 129.025 10.4729 118.552 114.066 719.783 104.359 93.6131 internal_count=30562 18386 473 321 12176 10637 4016 375 6621 6520 3641 17913 14084 4642 3829 326 3503 1539 9442 1418 1255 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=19 num_cat=0 split_feature=43 44 11 11 3 43 25 24 20 8 25 32 20 2 12 21 39 26 split_gain=7.86802 5.5341 4.76165 7.78528 8.76418 7.75268 8.02489 9.06804 6.19704 6.18399 5.76372 4.68688 4.21075 7.26699 5.36771 3.61393 2.50314 3.66446 threshold=2402.5000000000005 1858.5000000000002 2855.5500000000006 2663.4950000000003 1.0000000180025095e-35 423.50000000000006 33493.280000000006 1.1038500000000002 649.22500000000014 60.965000000000011 34571.170000000006 84.795000000000016 5344.6400000000012 4914.0000000000009 248.56500000000003 5445.1450000000013 0.15385000000000001 5.5000000000000009 decision_type=10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 left_child=2 15 3 12 9 10 8 -8 -7 -5 11 -4 14 -14 -1 16 17 -2 right_child=1 -3 5 4 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=0.00104187931883012 -0.0073395106070837579 0.020038888345166157 0.0116350997783565 0.074679091263435277 -0.02091873347166405 -0.030802883139841353 -0.045965901618209105 -0.0015809556531156132 0.0057724665155595009 0.010655507292152927 0.033682694995905205 -0.01633255484132734 0.0058215309434385626 0.057248668484960401 -0.010594694071522784 0.0051129402095260127 -0.044514258053066871 -0.043652814272614034 leaf_weight=1278.8511138716713 23.508498675189912 7.8499826937913886 15.575153786689041 8.8647118071094155 5.357572251930832 11.100840840954332 17.059870827011764 32.610095464624465 259.09624200966209 7.0569855179637679 5.6396716218441716 162.15211038431153 220.01322999224067 6.1420707544311872 106.40700879879296 9.2915485249832255 15.549955135211347 9.4976622466929239 leaf_count=17212 447 129 319 112 128 476 209 329 4127 80 69 3069 1983 87 1082 146 244 215 internal_value=-0.000252939 -0.0171652 0.000272704 0.00158571 0.0309501 -0.00397199 0.000717998 -0.0175306 0.00414332 0.048904 -0.0121399 -0.0138022 0.00117589 0.00748611 0.000137425 -0.0225535 -0.0279449 -0.0189122 internal_weight=2201.62 65.6976 2135.93 1632.69 21.2793 503.234 319.867 49.67 270.197 15.9217 183.367 177.727 1611.41 226.155 1385.26 57.8477 48.5561 33.0062 internal_count=30463 1181 29282 20684 320 8598 5141 538 4603 192 3457 3388 20364 2070 18294 1052 906 662 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=29 num_cat=0 split_feature=37 21 29 14 19 20 44 19 26 33 21 26 25 17 5 36 31 31 10 23 44 25 21 17 8 23 34 31 split_gain=5.35145 7.50092 6.94317 9.44927 15.2824 7.11396 6.60096 8.0039 5.8171 5.28545 8.51531 11.4892 7.74829 9.55432 5.65553 5.03043 5.88528 10.8258 6.24701 4.68763 3.90232 3.38902 2.97382 2.84357 4.89169 2.64985 1.97751 0.979237 threshold=7300.0000000000009 453.32000000000005 2915.2143000000005 73.975000000000009 0.20425000000000001 758.5100000000001 304.50000000000006 0.060150000000000002 7.5000000000000009 0.99095000000000011 71.660000000000011 5.5000000000000009 5300.2000000000007 -0.086649999999999991 0.15365000000000004 99.765000000000015 0.86955000000000016 0.88095000000000012 0.72215000000000007 10.500000000000002 32.500000000000007 9500.7000000000025 4341.8600000000015 1.0479500000000004 7.6850000000000014 10.500000000000002 11.418600000000001 0.80765000000000009 decision_type=10 10 10 10 8 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=9 23 6 5 -5 -4 8 -8 -3 15 12 14 20 -14 -12 16 18 -18 -1 22 -11 -21 -17 24 -2 -26 -25 -13 right_child=1 2 3 4 -6 -7 7 -9 -10 10 11 27 13 -15 -16 19 17 -19 -20 21 -22 -23 -24 26 25 -27 -28 -29 leaf_value=0.0060691169292619437 0.027175065164207469 -0.026080141270754798 -0.034051251740959305 0.023988089264411979 -0.016308724648095515 -0.0024985857575458028 0.053411674766499308 -0.012674573285013853 0.018778655837692025 0.00040998980802505153 0.072293055870241027 -0.0075342003844636619 0.049469881527664711 0.0020805239881847922 0.022825573991637177 -0.041966006998969983 0.025146882153944772 0.0010750544820811775 -0.003638045802271474 -0.019861532665926662 -0.026163372792922347 0.017046064881458788 -0.0060872431052376649 -0.010382988540290206 -0.035830646369904143 -0.0062189105894555887 -0.047383495570989011 -0.040921738363661198 leaf_weight=194.98700876347721 5.1638375911861649 67.650979204569012 21.713959305547178 75.519742655567825 32.998958239331841 86.608094526920468 6.1994430902414024 11.629829311277719 7.2286210171878329 23.849738492630422 5.9411512198857954 5.0207534413784725 11.704648285172878 67.60162663506344 58.75770503655076 17.611605932004753 56.485107387881726 252.39812438283116 1065.4975609770045 10.478862227406355 30.593225649092346 12.574646099004893 9.443678393494336 6.050083925016227 15.305434503592551 15.929885240737349 14.800331962760536 5.0156140425242484 leaf_count=2774 186 1265 441 834 397 1226 123 166 204 553 109 87 168 1131 481 376 584 2836 13861 171 874 145 158 152 436 274 323 108 internal_value=-0.00125753 -0.00676074 -0.00363131 0.00125664 0.0116517 -0.00912291 -0.0150087 0.0116551 -0.0214933 -0.000147425 0.0073232 0.0207205 -0.000223915 0.0096658 0.0284754 -0.00111617 -0.000609737 0.00556012 -0.00212884 -0.0165573 -0.0146348 0 -0.0302841 -0.023243 -0.013958 -0.0215453 -0.0378426 -0.0268685 internal_weight=2194.76 366.799 309.55 216.841 108.519 108.322 92.7089 17.8293 74.8796 1827.96 208.484 74.7352 133.749 79.3063 64.6989 1619.48 1569.37 308.883 1260.48 50.1088 54.443 23.0535 27.0553 57.2496 36.3992 31.2353 20.8504 10.0364 internal_count=30443 6027 4656 2898 1231 1667 1758 289 1469 24416 3511 785 2726 1299 590 20905 20055 3420 16635 850 1427 316 534 1371 896 710 475 195 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=13 num_cat=0 split_feature=13 43 44 0 0 37 3 3 7 7 19 34 split_gain=7.95468 6.05226 6.64838 5.97623 6.25679 6.56785 5.89645 5.1301 3.19099 5.18138 2.96662 2.60068 threshold=3.0729500000000005 2402.5000000000005 2108.5000000000005 17.500000000000004 1.5000000000000002 2040.0000000000002 3.5000000000000004 7.5000000000000009 3275.1250000000005 9799.2400000000016 -0.013949999999999999 18.197400000000005 decision_type=10 10 10 8 10 10 10 10 10 8 10 10 left_child=1 3 8 4 6 -6 -1 -5 10 -10 -3 -2 right_child=11 2 -4 7 5 -7 -8 -9 9 -11 -12 -13 leaf_value=0.0013295686669806007 -0.047226218518754776 -0.00098130564191792813 0.034058442850620298 0.064027976327606817 0.0071138031981589009 -0.0096625617030282624 0.012447178891298092 0.00038168296955762087 0.015284062749974389 -0.025469140079757108 -0.039566619779795899 -0.0078551359305010972 leaf_weight=1664.0306889456697 10.251507908105852 6.7593718515709069 5.4685434265993527 6.0164280757307989 76.29664064431563 235.43370814714581 127.70776892220601 6.0827943049371243 13.134645055979492 16.341126177459955 22.102747980970889 7.9903877754695705 leaf_count=20647 408 218 89 63 1392 5188 1333 44 201 187 442 212 internal_value=0.000456683 0.000741184 -0.0143046 0.00120388 0.00099129 -0.00553091 0.00213128 0.0348838 -0.01942 -0.00723948 -0.031033 -0.0315451 internal_weight=2197.62 2179.37 63.8064 2115.57 2103.47 311.73 1791.74 12.0992 58.3379 29.4758 28.8621 18.2419 internal_count=30424 29804 1137 28667 28560 6580 21980 107 1048 388 660 620 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=19 num_cat=0 split_feature=1 43 36 36 32 39 32 42 39 10 33 24 17 42 22 4 32 37 split_gain=5.48297 7.45605 5.81437 7.09843 15.01 12.0964 10.3392 8.123 7.9914 7.24828 6.81643 7.47803 12.2287 6.04247 3.93142 3.72939 1.3478 1.14969 threshold=1.5000000000000002 18.500000000000004 94.735000000000014 95.895000000000024 95.595000000000013 0.18615000000000001 96.185000000000016 161500.00000000003 0.20965000000000003 0.14715000000000003 0.64240000000000008 1.0036500000000002 1.0042500000000001 137500.00000000003 6487.4400000000005 9277.5450000000019 98.975000000000009 3950.0000000000005 decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 left_child=2 -2 10 4 7 9 -6 -4 -7 -5 -1 12 -12 -13 15 16 -3 -17 right_child=1 14 3 5 6 8 -8 -9 -10 -11 11 13 -14 -15 -16 17 -18 -19 leaf_value=0.047697946796346549 0.03125019220457189 -0.020521317927318129 0.013967378224845768 0.026714575641785296 0.083380399793080706 -0.023881339743239565 0.02244618137259816 -0.013819095236032706 -0.0020924341293258276 0.0051917783475288184 -0.00052457734883810871 -0.012691454969498845 0.026235222123797242 -0.0025961179682914047 0.0097069397867206586 0.017810712171044584 -0.040294216979977565 -0.012569880240320769 leaf_weight=5.76090034097433 7.1987961740232995 24.110506343189634 51.370174739509821 44.627194312401116 7.2440026924014083 45.988527106121182 61.343043450266123 51.840075494721532 414.23383348574862 289.65052332961932 443.49381179874763 227.3949961764738 46.201181119307876 429.17846384877339 9.1636701482348126 5.056619269307701 20.93749086512252 5.3322758539579809 leaf_count=76 149 862 630 669 104 612 825 653 5681 4446 5185 3148 559 5335 213 120 981 182 internal_value=-0.000396596 -0.0138889 6.46968e-05 0.0029256 0.0121126 0.000920057 0.0300595 0 -0.00432763 0.00815117 -0.00233109 -0.00262824 0.00203826 -0.00611408 -0.019395 -0.0243808 -0.0304955 0.00204381 internal_weight=2190.13 71.7994 2118.33 966.297 171.797 794.5 68.587 103.21 460.222 334.278 1152.03 1146.27 489.695 656.573 64.6006 55.4369 45.048 10.3889 internal_count=30430 2507 27923 13620 2212 11408 929 1283 6293 5115 14303 14227 5744 8483 2358 2145 1843 302 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=23 num_cat=0 split_feature=31 43 0 32 11 27 9 7 33 11 2 20 44 13 31 37 31 26 24 33 1 31 split_gain=6.40295 8.68536 6.82836 6.57743 8.18606 12.3705 7.88292 7.46606 6.5748 5.86214 11.9111 10.729 6.79988 6.46625 6.00183 4.90306 3.9041 6.1479 4.85672 4.7867 2.91304 2.08253 threshold=0.70495000000000008 2210.5000000000005 1.5000000000000002 96.705000000000013 845.49000000000012 1.0000000180025095e-35 1.0000000180025095e-35 7387.0650000000014 0.83395000000000008 5964.1100000000015 5912.0000000000009 9532.1000000000022 122.50000000000001 1.0000500000000001 0.80245000000000011 2418.5000000000005 0.9194500000000001 1.5000000000000002 0.20270000000000002 0.77945000000000009 3.5000000000000004 0.55675000000000008 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 8 8 10 10 left_child=1 3 9 4 5 -1 8 -6 -5 10 12 15 -2 -13 -12 -11 18 -18 -4 -20 -8 -3 right_child=2 21 16 6 7 -7 20 -9 -10 11 14 13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 leaf_value=-0.0024683318768034916 0.009168692737573661 -0.0052479256010980286 -0.040841339075781267 -0.01531881891934591 -0.012575654355018718 0.015252066927048395 -0.027733094175414471 0.014526604479406638 0.0020842519304843923 0.00847115876558527 0.073648252190993635 0.01508334622719739 0.00035240683678797896 -0.033612122327880627 0.013671232863421038 -0.016349521206290681 0.042390801888559183 -0.015008007143481279 0.0049538603578149591 -0.013443710512594171 0.0084022930019990553 -0.044338342268415397 leaf_weight=250.56650981400162 425.83137327153236 5.1181016042828587 10.416400574147699 84.550068762619048 155.13101723464206 160.63932806160301 56.214839684776962 29.321678816340864 146.83331016637385 23.105136537924409 8.3978005349636096 74.157551478594542 451.24036571662873 6.5012319697998455 8.9537997459992749 114.3163082068786 8.7703948142007011 8.0144001012667996 54.394063859712332 96.242975378874689 5.5042436397634438 14.670841633342205 leaf_count=3062 4833 103 193 1596 3027 1926 1716 368 1975 295 135 627 4535 146 158 1938 143 206 1114 1901 209 323 internal_value=-2.22228e-05 -0.00323789 0.00223886 -0.00248167 0.000530296 0.0044623 -0.00860074 -0.00818526 -0.00429206 0.0036968 0.00549022 -0.00362731 0.00464411 0.0107336 0.0454027 -0.0121092 -0.0068233 0.0154 -0.00925098 -0.00677863 -0.0243482 -0.0352075 internal_weight=2198.89 908.55 1290.34 888.761 595.659 411.206 293.102 184.453 231.383 1112.5 894.423 218.08 877.072 80.6588 17.3516 137.421 177.838 16.7848 161.053 150.637 61.7191 19.7889 internal_count=30529 14305 16224 13879 8383 4988 5496 3395 3571 12667 9661 3006 9368 773 293 2233 3557 349 3208 3015 1925 426 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=25 num_cat=0 split_feature=3 4 10 22 19 19 22 5 8 22 21 46 8 8 3 19 37 20 20 25 8 0 8 26 split_gain=7.19195 8.61127 6.28832 5.76034 7.14974 9.3642 6.62752 11.5098 9.42192 9.25982 5.90792 5.786 5.53277 10.1601 5.43148 13.1997 9.37231 3.71142 9.85163 5.64253 3.19838 2.46002 1.24489 1.01571 threshold=1.0000000180025095e-35 280.04000000000002 0.96725000000000005 3000.0150000000008 -0.34094999999999992 0.018750000000000006 102.93000000000002 0.77575000000000005 43.865000000000002 19.010000000000002 2758.6050000000005 9.0600000000000005 116.45500000000001 104.01500000000001 3.5000000000000004 0.16935000000000003 4130.0000000000009 1460.9350000000002 974.79500000000019 29533.505000000001 53.115000000000002 1.0000000180025095e-35 91.565000000000012 11.500000000000002 decision_type=10 8 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 left_child=3 2 12 6 -5 20 9 8 -8 11 -7 -1 13 -2 16 -16 -4 18 21 23 -6 -3 -9 -19 right_child=1 17 14 4 5 10 7 22 -10 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 -25 leaf_value=0.003337350956683729 0.017459184229514594 -0.00059470382824266556 -0.00042403311058783564 0.055622849226937533 -0.038262845150244425 0.028556843038056591 -0.035030765222104625 -0.014592034239470104 0.0060597056117588435 0.063641408380974748 0.0032254427924174704 -0.020660892473605516 0.054828420520408018 -0.027695641182208099 -0.0029368177574900633 0.027114344811123493 -0.016067328736624455 -0.038074874547517533 0.034267503186387029 0.0064126989425556382 -0.003056223860356888 -0.036528352273405694 -0.047760757537913617 -0.010162968230812121 leaf_weight=1133.4983484558761 57.118277474306524 7.7522767907939913 262.96274107089266 8.2351994942873699 8.63049059640616 51.805259277112782 16.06389437103644 5.2942521525546935 75.248973082285374 5.3000042405910781 42.169943076558411 24.648520118091255 5.9924218747764817 14.842634249478577 164.2549102101475 45.872300979681313 150.24684808962047 34.596621349919587 9.9747897009365243 9.7536339322105032 21.254301070235673 12.836491612251846 16.802919950336218 5.124188973568379 leaf_count=12220 755 203 4231 119 209 660 550 71 1179 87 467 427 52 158 2098 582 3061 1320 410 237 278 662 209 241 internal_value=0.00091428 -0.00292758 -0.00113509 0.00304888 0.012956 0.00965633 0.00201071 -0.00946457 -0.001416 0.00314075 0.0173961 0.00280491 0.0121503 0.00782509 -0.00282135 0.00369724 -0.00614921 -0.0183638 -0.00426285 -0.0267188 -0.0142952 -0.0238841 -0.0410062 -0.0349349 internal_weight=2190.28 781.328 701.29 1408.95 132.095 123.86 1276.86 113.41 91.3129 1163.45 93.9752 1158.15 77.9533 71.9609 623.337 210.127 413.21 80.038 30.5636 49.4744 29.8848 20.5888 22.0972 39.7208 internal_count=30486 14010 10937 16476 1733 1614 14743 2009 1729 12734 1127 12647 965 913 9972 2680 7292 3073 1275 1798 487 865 280 1561 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=18 num_cat=0 split_feature=3 25 15 0 31 0 31 39 17 32 21 37 43 0 5 5 23 split_gain=9.15362 10.8901 7.27914 6.93129 6.29735 11.2524 10.9532 13.6014 6.91556 6.88174 6.2009 7.91148 4.99663 4.82278 2.29359 3.92525 1.1339 threshold=1.0000000180025095e-35 47516.415000000001 2.3726000000000007 11.500000000000002 0.62175000000000014 1.0000000180025095e-35 0.63005000000000011 0.16075000000000003 0.14325000000000002 99.945000000000007 329.37500000000006 1325.0000000000002 590.50000000000011 1.0000000180025095e-35 0.16815000000000002 0.071350000000000011 6.5000000000000009 decision_type=10 10 8 10 8 10 8 10 10 10 10 10 10 10 10 10 10 left_child=3 2 10 4 5 9 7 -6 -8 -1 11 -2 -7 -12 15 -4 -3 right_child=1 16 14 -5 6 12 8 -9 -10 -11 13 -13 -14 -15 -16 -17 -18 leaf_value=0.0017618309244726597 0.029514999163963704 -0.018193677152842338 -0.02468705847243503 0.052698283288589921 -0.01549599868764296 -0.028540889212099324 -0.0046875901076131946 0.079808723933250322 0.0055571148016232384 -0.035297494671241755 -0.010553146601890873 0.0010693193743602969 0.020211151203124656 -0.00099556739818042867 -0.046260449479224398 0.019916516355898757 -0.051388898533915719 leaf_weight=304.58822867134586 28.413699749857187 5.8701071757823255 25.023710265289996 5.8148602023720732 5.3398375241085878 51.282975240144879 205.35725503927097 9.2224606312811357 810.28811394935474 12.060539745260028 223.89154255250469 147.71586507651955 5.0119258984923354 323.26392215071246 8.6848513539880496 5.1651982711628071 11.771062573418019 leaf_count=3712 401 92 1182 61 79 1087 2477 97 8596 217 2502 2699 98 6378 320 198 163 internal_value=-4.49403e-05 -0.00439029 -0.00345492 0.00235788 0.00210832 -0.00344518 0.00412497 0.0457901 0.00347821 0.000227895 -0.0022974 0.0058272 -0.0238362 -0.00492769 -0.0242687 -0.0165014 -0.0421799 internal_weight=2188.77 779.8 762.159 1408.97 1403.15 372.944 1030.21 14.5623 1015.65 316.649 723.285 176.13 56.2949 547.155 38.8738 30.1889 17.6412 internal_count=30359 13935 13680 16424 16363 5114 11249 176 11073 3929 11980 3100 1185 8880 1700 1380 255 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=18 num_cat=0 split_feature=14 37 15 22 36 40 14 26 22 25 34 32 12 32 7 17 33 split_gain=6.78752 5.46688 8.64633 6.17162 7.00263 5.00827 6.46439 6.109 10.3564 6.04358 5.90073 5.11806 4.79254 4.21231 3.53118 1.54427 1.02904 threshold=2.8250000000000006 7300.0000000000009 1.5001000000000002 763.0100000000001 83.465000000000018 7.0000000000000009 124.68500000000002 9.5000000000000018 1113.2700000000002 1665.5850000000003 38.356300000000012 93.995000000000019 186.29500000000004 95.975000000000009 1877.0450000000003 1.8754500000000001 0.99955000000000016 decision_type=10 10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 8 left_child=16 5 3 12 -5 7 9 10 -9 -7 -2 -8 -3 14 -4 -15 -1 right_child=1 2 13 4 -6 6 11 8 -10 -11 -12 -13 -14 15 -16 -17 -18 leaf_value=-0.0401756743976509 -0.0028862545975523218 -0.0025244746938665732 0.018139167688228756 -0.026086758997694321 0.030179659735806188 -0.009927178743681063 0.0029758535459297702 -0.0017279534569778054 0.039622416848961617 0.0088156116714361646 0.0069260853711231368 -0.02080838154170489 -0.022841851603269413 -0.045293815929390774 -0.028677833327258345 -0.010341880980873779 -0.010997307605175064 leaf_weight=10.45125825610012 955.75303769344464 257.0245930547826 7.314628335181621 6.1269145729020265 24.630895326379687 46.119999348185956 51.73747662268579 37.497507773339748 24.068050375208259 484.55052735283971 181.26099637150764 38.496298152953386 31.924751959741116 20.055374963209037 6.7693856596015403 5.0128680500201872 6.1979865012690416 leaf_count=278 13551 3717 201 100 455 661 510 723 454 5795 1990 401 317 799 112 182 214 internal_value=4.43997e-05 0.000296751 -0.00533174 -0.00255942 0.0183455 0.00141193 0.00505342 -0.000472951 0.0147323 0.00716168 -0.00131288 -0.00723323 -0.00485753 -0.0272177 -0.00444104 -0.0391612 -0.0308353 internal_weight=2194.99 2178.34 358.859 319.707 30.7578 1819.48 620.904 1198.58 61.5656 530.671 1137.01 90.2338 288.949 39.1523 14.084 25.0682 16.6492 internal_count=30460 29968 5883 4589 555 24085 7367 16718 1177 6456 15541 911 4034 1294 313 981 492 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=23 num_cat=0 split_feature=5 37 35 26 26 34 11 31 32 40 36 12 12 12 1 18 23 44 34 25 17 31 split_gain=4.37729 11.3879 10.1925 9.35631 9.96083 9.85683 11.8324 8.8002 8.57831 6.59205 6.5788 5.69165 8.9146 7.3272 5.57094 5.08907 6.75734 6.06427 5.08617 4.98618 6.14641 4.31364 threshold=0.091950000000000018 2924.3400000000006 1.5000000000000002 15.500000000000002 19.500000000000004 11.197750000000001 2855.5500000000006 0.89305000000000012 99.965000000000018 3.5000000000000004 98.485000000000014 13.995000000000003 2.8050000000000002 99.495000000000019 2.5000000000000004 10.500000000000002 10.500000000000002 621.50000000000011 7.644750000000001 18673.480000000007 1.2541500000000003 0.89305000000000012 decision_type=10 8 10 10 10 10 10 8 10 10 8 8 10 10 10 10 10 10 10 10 8 10 left_child=1 8 3 5 -5 7 -7 -2 11 19 18 12 -1 -13 15 17 -17 -4 -11 21 -21 -3 right_child=2 9 14 4 -6 6 -8 -9 -10 10 -12 13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 leaf_value=-0.013523768137345741 -0.0097199584328118236 -0.035892968056814689 -0.0025147979693679943 0.082425212999919645 0.0046369222131226644 0.016985615481394097 0.00011341712901434436 0.019563462138793994 0.061782983062294364 -0.035943471670458783 0.046173038955527303 -0.013920280132890884 0.048938846324402617 0.0379168416223261 -0.038638711937437412 -0.0048922789340460921 0.011085613184934354 -0.015509676829245395 0.0011105665908294406 -0.01954075530853944 0.030745506497175581 -0.0081273249609845576 leaf_weight=8.8805149109102803 162.33927623741329 55.928930044872686 957.75415320927277 7.0257637454196837 9.0076946383342129 206.91460288921371 208.96459545381367 29.39576536975801 5.8613938237540415 10.852528694085775 5.5099125136621288 43.651104774326086 13.005522250663487 7.032958520576357 9.5885559311136586 117.93799169175327 147.68192244134843 98.425055138766766 41.041991521138698 17.47695541754365 8.0360143426805752 20.147167533636093 leaf_count=156 2646 2035 11250 114 230 2499 3117 342 150 255 135 878 272 103 262 1494 1668 959 734 364 147 605 internal_value=-0.000790562 -0.0071866 -7.97659e-06 0.00525944 0.0418547 0.00421838 0.00854053 -0.00512623 0.00829316 -0.0148581 -0.00117711 0.00312383 0.023892 -0.00603613 -0.00248118 -0.0021861 0.00398077 -0.00374404 -0.00707693 -0.0224532 -0.00295089 -0.0288055 internal_weight=2192.46 237.425 1955.04 623.648 16.0335 607.614 415.879 191.735 78.4315 158.994 57.4044 72.5701 21.886 50.6841 1331.39 1321.8 265.62 1056.18 51.8945 101.589 25.513 76.0761 internal_count=30415 5834 24581 8948 344 8604 5616 2988 1559 4275 1124 1409 428 981 15633 15371 3162 12209 989 3151 511 2640 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=21 num_cat=0 split_feature=1 44 15 26 22 31 27 11 43 21 19 37 31 37 4 12 33 21 2 17 split_gain=8.37628 10.1128 5.79674 5.54383 9.38799 9.90508 6.44388 5.37646 7.50921 5.72467 5.04595 10.3221 5.13992 4.68311 4.71324 4.54741 3.69876 3.57233 3.04897 0.979548 threshold=1.5000000000000002 32.500000000000007 4.0137500000000008 9.5000000000000018 1113.2700000000002 0.73515000000000008 1.0000000180025095e-35 14029.505000000003 63.500000000000007 866.59000000000015 0.32795000000000007 2150.0000000000005 0.8680500000000001 2150.0000000000005 2500.3600000000001 81.325000000000003 0.89705000000000013 3343.3000000000006 15050.000000000002 1.8754500000000001 decision_type=10 10 8 8 8 10 10 10 10 10 8 10 10 10 10 10 8 10 10 8 left_child=3 2 -2 7 6 -6 16 10 -9 -10 12 -12 -1 14 -3 -8 -5 -7 19 -15 right_child=1 13 -4 4 5 17 15 8 9 -11 11 -13 -14 18 -16 -17 -18 -19 -20 -21 leaf_value=-0.00070063086153435378 0.046737561942690485 -0.027725920697194869 -0.015402981867150759 -0.044429696520508016 -0.0083035160983399147 0.029263547151939431 0.00078760069267249169 0.044066546342235044 -0.034412281109414217 -0.0076923039698990883 0.012195796677580239 -0.017324116499628926 0.0063222248828740737 -0.045272388663926216 0.033443985194360946 0.046989072565382727 0.0035925282988220559 0.082695070571293605 -0.0051512830429362305 -0.020604244274284114 leaf_weight=1473.6721880976111 7.4500245749950391 5.4197762669064087 5.9028092350345105 9.0019287420436704 7.3627539272420135 7.9977598907425982 18.391558951698247 5.0636740378104141 24.169217204675078 108.14134924346581 40.047087771818042 105.18303053639829 315.29210179997608 28.150488799670718 5.1638946710154414 6.6527501884847871 6.1579120131209502 7.9960914333350956 8.1626221975311619 8.6803496899083168 leaf_count=19840 179 184 209 94 115 112 294 109 612 1507 454 1417 3321 1212 127 63 76 86 197 366 internal_value=-0.00098253 -0.0180124 0.0197598 -0.000422226 0.0140023 0.0385028 -0.00069894 -0.000873761 -0.0103955 -0.0128323 -0.000189881 -0.0091221 0.000537144 -0.0273647 0.00199859 0.0145855 -0.0255985 0.059565 -0.0342737 -0.0402891 internal_weight=2204.06 68.93 13.3528 2135.13 63.5608 23.3566 40.2041 2071.57 137.374 132.311 1934.19 145.23 1788.96 55.5771 10.5837 25.0443 15.1598 15.9939 44.9935 36.8308 internal_count=30574 2474 388 28100 840 313 527 27260 2228 2119 25032 1871 23161 2086 311 357 170 198 1775 1578 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=26 num_cat=0 split_feature=37 39 5 20 31 35 12 14 34 29 19 15 24 44 41 5 29 29 20 25 29 12 37 25 25 split_gain=5.57131 9.13977 13.0132 9.8465 8.96156 8.34794 7.35591 8.58267 6.74873 8.63364 5.43565 6.44712 7.53868 10.0208 6.09176 6.18905 5.93737 5.44482 5.33635 6.60957 4.22622 2.96076 2.63197 2.57502 2.22001 threshold=1048.5000000000002 0.12175000000000001 0.30515000000000009 612.91500000000008 0.55675000000000008 4.5000000000000009 75.295000000000016 101.51500000000001 40.81900000000001 2258.6477500000005 0.33505000000000007 1.4549500000000004 5.5961000000000007 242.50000000000003 38.750000000000007 1.1309000000000002 654.41665000000012 4333.416650000001 6515.1250000000009 20873.715000000004 500.12500000000006 103.98500000000001 3045.0000000000005 14399.545000000002 6806.6150000000007 decision_type=8 8 10 10 10 10 10 10 10 10 8 8 8 10 10 10 8 10 8 10 10 8 8 10 10 left_child=1 6 20 4 -4 -5 8 21 9 -1 11 14 17 -14 24 -16 -12 -13 19 -18 -3 -8 -20 -22 -2 right_child=10 2 3 5 -6 -7 7 -9 -10 -11 16 12 13 -15 15 -17 18 -19 22 -21 23 -23 -24 -25 -26 leaf_value=0.023470834139911731 -0.0082084346048126051 0.0097662585970793112 -0.002544409379536026 -0.0079441359922687738 0.061154039600234023 0.023140010826864219 -0.03103267314119092 0.044942480728838802 -0.013270770388588524 0.072966303097366444 0.026569751231735678 -0.022194651459849765 -0.0052010969173392303 0.042790538764443151 5.1732778536483855e-05 0.010863215122933933 -0.017465332179121381 -0.0020018284882244229 -0.0094110544008015884 0.010207452385638562 -0.037926563451571041 0.0074267760458520925 -0.052267485956789511 0 -0.044698441845896768 leaf_weight=31.407041562255472 9.0548871429637092 6.711106449365615 8.4654598906636256 70.490841628983617 13.757556419819592 29.92439866438508 12.502298867329955 6.6279755197465411 6.4839976951479903 12.591038214974104 8.7664660103619081 91.003606566926464 43.675525936298072 13.360317622777073 1461.5681144944392 144.66170726530254 71.678640180267394 53.631411134731025 6.2042176872491863 29.67144609708339 27.069790602661669 7.1491934992373034 11.41105875559151 5.0588671863079062 8.6012716870754939 leaf_count=484 191 91 97 719 150 277 128 58 65 159 165 3228 1043 260 18889 1239 1050 1106 59 333 361 60 137 57 124 internal_value=-0.000163214 0.00703619 0.000221665 0.00825843 0.0376092 0.00140667 0.0211199 -0.00020785 0.0321081 0.039053 -0.00104702 -0.000343765 -0.00875423 0.00649812 0.0007024 0.00103471 -0.0109785 -0.0148065 -0.0139855 -0.00929437 -0.0245996 -0.0171169 -0.0387582 -0.0320071 -0.0276958 internal_weight=2191.53 238.24 161.478 122.638 22.223 100.415 76.7615 26.2795 50.4821 43.9981 1953.29 1825.56 201.671 57.0358 1623.89 1606.23 127.732 144.635 118.965 101.35 38.8398 19.6515 17.6153 32.1287 17.6562 internal_count=30530 2706 1752 1243 247 996 954 246 708 643 27824 26080 5637 1303 20443 20128 1744 4334 1579 1383 509 188 196 418 315 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=25 num_cat=0 split_feature=30 11 31 3 36 23 11 8 27 19 34 31 37 17 26 17 8 34 41 37 36 25 36 23 split_gain=6.44124 9.05456 10.5285 7.60705 9.88253 7.50999 8.95364 6.56055 14.2505 17.481 8.38702 11.7556 6.47341 6.02783 6.01375 5.95562 6.11946 14.6153 5.97232 5.04503 4.80453 4.63874 4.39759 3.93173 threshold=5.5000000000000009 0.83500000000000008 0.72565000000000013 1.0000000180025095e-35 93.165000000000006 4.5000000000000009 730.82000000000005 13.915000000000001 1.0000000180025095e-35 0.00075000000000000012 19.982450000000004 0.62175000000000014 4506.5000000000009 1.7949500000000003 9.5000000000000018 0.50060000000000004 178.99500000000003 42.017900000000004 90.540000000000006 4315.0000000000009 96.735000000000014 26005.905000000002 94.745000000000019 10.500000000000002 decision_type=10 10 10 10 10 10 10 8 8 8 10 10 10 8 10 8 10 10 10 10 10 10 10 10 left_child=1 7 3 4 -3 6 -4 10 12 -10 22 -12 -9 -7 15 18 17 -17 19 -2 -5 -20 -1 -18 right_child=14 2 5 20 -6 13 -8 8 9 -11 11 -13 -14 -15 -16 16 23 -19 21 -21 -22 -23 -24 -25 leaf_value=-0.013480327247619835 -0.037243010085401158 -0.011336021380159074 0.057019691887905913 -0.010661935831491066 0.0080784457309390593 -0.0032284261141997195 0.0093953188078319937 0.0087116919617468338 0.059829741325133391 0.014270680550764997 -0.0081399018637671582 0.028358992982084788 -0.0072214657980626254 0.0067243907002275845 -0.041825317461846083 -0.0011662518898910323 0.0021226713520039408 0.040709274731866391 -0.00073992895360779857 -0.0050431931883503783 -0.030894718083263113 -0.022046291816245615 0.0015524173575770792 -0.027106030666054649 leaf_weight=93.949520040303469 30.113147624768317 139.24799984786659 11.55956783518195 108.90903031895868 121.90032317559235 358.30941080162302 50.821231787092984 156.84722999250516 23.587602042127401 161.27126476913691 37.762703787535429 50.339531948789954 105.74082780489698 262.56310605350882 10.072550890967248 78.856404314748943 22.927674241364002 27.190691734664142 133.33163782209158 21.20537731423974 41.006760098971426 30.786882508546114 98.315216298215091 21.269053045660257 leaf_count=993 307 2262 246 2872 2157 5283 1171 1899 184 1493 415 458 1361 3212 164 847 217 209 1536 222 1380 274 1172 189 internal_value=0.000501177 0.00173295 -0.00113787 -0.00745428 -0.0022583 0.0026603 0.0190597 0.00605192 0.0098029 0.0204015 3.42645e-05 0.0127428 0.00227359 0.000976563 -0.00544752 -0.00432053 0.0032838 0.009804 -0.0096375 -0.024384 -0.0163974 -0.00487637 -0.00579915 -0.0121211 internal_weight=2197.88 1822.13 1094.32 411.064 261.148 683.253 62.3808 727.814 447.447 184.859 280.367 88.1022 262.588 620.873 375.753 365.681 150.244 106.047 215.437 51.3185 149.916 164.119 192.265 44.1967 internal_count=30523 26558 18583 8671 4419 9912 1417 7975 4937 1677 3038 873 3260 8495 3965 3801 1462 1056 2339 529 4252 1810 2165 406 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=22 num_cat=0 split_feature=5 0 4 32 26 21 46 29 35 34 11 26 8 5 30 8 8 17 22 24 33 split_gain=4.85934 8.02852 7.05007 12.4486 6.43509 5.81243 5.11744 7.00581 5.14528 6.90238 10.0687 7.58925 5.42816 8.44716 7.9761 4.83621 4.2185 3.942 4.25998 2.87391 2.56256 threshold=0.010850000000000002 1.0000000180025095e-35 9883.1050000000014 94.405000000000015 3.5000000000000004 891.18000000000018 1.8000000000000003 412.51000000000005 1.5000000000000002 11.418600000000001 907.24500000000012 15.500000000000002 126.59000000000002 1.2213500000000004 5.5000000000000009 94.050000000000026 63.765000000000008 -1.0000000180025095e-35 2799.7700000000004 1.5533500000000002 0.75045000000000006 decision_type=8 10 10 8 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 8 10 left_child=1 2 4 -4 16 -5 8 -8 9 11 -11 -2 13 -10 -14 20 -1 -9 -19 -6 -3 right_child=6 15 3 5 19 -7 7 17 12 10 -12 -13 14 -15 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.029975303036097734 -0.0047514607930765939 -0.012573135340127124 0.077048211385301921 0.024854925597551952 -0.0029969440849289767 -0.032147152141587088 0.035631980672431528 -0.048795781245040332 -0.0030653535568457495 0.01791795917080273 0.0023041080749757852 0.035811522099275336 0.01325515884372932 0.045815404573368301 -0.0032933115027424021 0.011170011215041589 0.0036641539367554352 -0.022205678296055062 0.017469368501374004 0.046263322853798451 -0.048751088025906608 leaf_weight=29.575991177465767 221.11705870740116 8.1544499055016804 6.0786794181913137 8.341851044911893 5.264549305662511 7.5590114118531337 5.0662499042227855 9.6195724112912995 1051.0252484306693 161.25072761252522 287.40496331825852 11.149608172941951 145.9410720653832 7.9050095304846755 142.97986152023077 5.1493535861372939 12.758122746832667 27.716914604883641 7.8922559288330367 5.0094467028975487 19.236209148075432 leaf_count=800 3728 413 85 178 244 117 114 182 13223 1727 4523 221 1323 66 1314 130 204 577 155 126 1024 internal_value=-0.000136523 -0.0104726 -0.00124924 0.0218648 -0.0112272 -0.00224585 0.000398436 -0.015194 0.000794743 0.00433544 0.00795435 -0.00263769 -0.000992167 -0.00265286 0.00506537 -0.0307975 -0.0198715 -0.021643 -0.0130387 0.0225512 -0.0389789 internal_weight=2186.2 107.128 74.5877 21.9795 52.6081 15.9009 2079.07 50.295 2028.77 680.922 448.656 232.267 1347.85 1058.93 288.921 32.54 42.3341 45.2287 35.6092 10.274 27.3907 internal_count=30474 3321 1754 380 1374 295 27153 1028 26125 10199 6250 3949 15926 13289 2637 1567 1004 914 732 370 1437 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=28 num_cat=0 split_feature=35 34 0 34 14 8 35 8 32 27 26 20 32 7 29 33 31 31 34 15 8 43 12 24 19 17 42 split_gain=4.64635 8.2877 8.72748 8.47914 7.69746 7.25693 10.0495 8.84685 7.61031 7.56469 7.44248 6.91223 6.55942 6.54707 6.22116 6.11395 5.47803 6.90923 6.52732 4.96011 5.79478 6.25692 4.94152 4.59939 2.98915 2.52279 2.36169 threshold=1.5000000000000002 12.616800000000003 12.500000000000002 15.29095 109.01500000000001 126.59000000000002 6.5000000000000009 131.67500000000004 82.635000000000005 1.0000000180025095e-35 6.5000000000000009 9855.7050000000036 99.625000000000014 4098.0850000000009 1221.5833500000001 0.82835000000000014 0.54905000000000015 0.56005000000000016 60.609150000000007 1.6435500000000003 1.1450000000000002 2148.5000000000005 72.50500000000001 1.1739500000000003 -0.99994999999999989 -0.25924999999999992 124500.00000000001 decision_type=8 10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 8 8 10 8 10 10 8 8 8 10 10 left_child=1 19 3 4 -3 10 7 13 -9 14 16 -5 25 -7 -8 -11 18 -18 -2 20 23 -22 -14 -1 -21 -12 -26 right_child=5 2 -4 11 -6 6 9 8 -10 15 12 -13 22 -15 -16 -17 17 -19 -20 24 21 -23 -24 -25 26 -27 -28 leaf_value=-0.022113624331933066 -0.016153242147310773 0.02836754896508277 0.063468231421872356 -3.5746576219330349e-06 -0.031303135409084908 0.014703487465703179 0.025888544964444229 0.047674024102026966 0.0046368596600086182 -0.0019635539643733948 -0.0076530584768713305 0.016928642376600415 -0.0328334746677015 0.070537162946255727 -0.01527121945388858 0.061918000246714122 0.039744299813655015 -0.0020748807629987968 0.0049332363711778338 0.0057752970659847519 0.0072602284554599454 -0.01466603844727234 0.012460021884089841 0.0099392467234163864 0.0043798736969237933 -0.048881192775967149 -0.030546316903862565 leaf_weight=46.443398897536099 145.30994832422584 56.647869413718581 5.7078752648085347 322.63660245831124 5.0640469044446936 12.540556685999038 9.1522561162710172 10.085031706839798 153.64222424384207 7.9790179729461652 5.4199705813080099 72.955137911252677 8.4270476982928795 9.4253034051507694 95.948596127331257 5.7352471761405468 8.9834695104509574 861.21202377602458 48.026367385871708 8.9981130072846991 162.19988791132346 39.571812430396676 15.582129513844849 13.758998824283479 5.1536981612443915 19.30761478934437 30.64209647802636 leaf_count=594 2357 939 51 5060 52 114 94 84 1476 68 99 794 194 74 903 43 148 10615 620 211 2849 656 247 150 234 345 1399 internal_value=-0.000614454 0.0025073 0.00672838 0.00587233 0.0229702 -0.0023147 0.00450624 0.0117572 0.00759147 -0.00678791 -0.00418895 0.00314127 -0.0231157 0.040907 -0.0114297 0.0268041 -0.00329602 -0.0015923 -0.010891 -0.00384857 -0.00116974 0.00288423 -0.00391492 -0.0146637 -0.0190387 -0.0406876 -0.0253996 internal_weight=2186.56 769.78 463.012 457.304 61.7119 1416.78 304.508 185.693 163.727 118.815 1112.27 395.592 48.7368 21.9659 105.101 13.7143 1063.53 870.195 193.336 306.768 261.974 201.772 24.0092 60.2024 44.7939 24.7276 35.7958 internal_count=30470 12989 6896 6845 991 17481 2856 1748 1560 1108 14625 5854 885 188 997 111 13740 10763 2977 6093 4249 3505 441 744 1844 444 1633 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=25 num_cat=0 split_feature=28 22 23 19 36 12 4 43 19 36 20 39 44 32 22 23 34 43 29 36 5 32 12 25 split_gain=5.72382 8.70265 7.67612 6.42126 5.26141 5.8593 6.59524 5.02087 5.30283 9.10898 8.1768 7.10276 6.29612 5.9013 4.64926 4.48307 4.26577 4.86852 4.42704 4.09499 3.52476 3.44757 3.42616 3.12022 threshold=1.0000000180025095e-35 933.20500000000004 10.500000000000002 -0.99994999999999989 81.725000000000009 44.945000000000007 1246.0850000000003 2392.5000000000005 0.037050000000000007 99.465000000000018 22153.420000000002 0.04445000000000001 693.50000000000011 96.195000000000007 1832.3850000000002 9.5000000000000018 30.305300000000003 2498.5000000000005 2300.8889000000004 91.195000000000007 1.0000500000000001 98.165000000000006 197.91000000000003 3871.7650000000003 decision_type=8 10 8 8 10 10 10 10 8 10 10 10 8 8 10 10 10 10 10 10 10 10 8 10 left_child=7 2 3 -2 15 6 -6 8 9 11 19 -1 -12 -11 -7 -3 17 21 -19 -10 -5 -9 23 -4 right_child=1 4 22 20 5 14 -8 16 10 13 12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.0012179676995854214 0.024510491016664377 0.006964384250723198 -0.018019995851898462 -0.032276391264355747 0.027665098116581213 0.053189997682765472 -0.038127307492300325 -0.028325630477489924 -0.0050143224128149956 0.0738794796316357 0.057891372081912043 0.010890836758036017 -0.0048516787669162266 0.013101773622356519 0.012778166484939863 -0.043734187189971505 -0.043758200546299822 -0.011603748956024364 0.048410579574866011 0.00082376857177164165 0.0032729344107848227 0.00413678700005898 -0.03844029795878609 0.0069703059548080247 leaf_weight=274.95702857431024 5.2430993327870965 7.8612625063396973 15.532665785867719 68.877476451685652 5.0430572894401839 8.2334904191084188 9.4065373167395574 21.467085212469101 435.33320575300604 6.719295603223145 9.475082922726866 214.29704440175556 6.0092108026146898 9.9218422239646333 39.048219301272184 7.8352392008528113 9.1898600547574443 5.032499520108102 5.5037534609436989 960.20210344344378 7.2717068884521714 12.115273286122827 5.0635110363364211 49.888587732799351 leaf_count=4293 162 138 317 1751 142 176 386 354 5010 66 73 2726 49 151 596 117 126 130 88 12543 80 177 56 818 internal_value=-0.000303483 -0.00776362 -0.0146954 -0.0250667 0.00578356 0.0124066 -0.014537 0.000565728 0.000992408 0.00537991 -0.000579806 0.00408698 0.0344213 0.0407226 0.0208748 -0.0191471 -0.0144209 -0.00736477 0.0207911 -0.000996113 -0.0288185 -0.0166888 -0.00246616 0.000779727 internal_weight=2199.53 229.305 151.877 81.3923 77.4278 61.7313 14.4496 1970.22 1916.91 505.895 1411.02 489.254 15.4843 16.6411 47.2817 15.6965 53.3085 44.1186 10.5363 1395.54 76.1492 33.5824 70.4848 65.4213 internal_count=30525 4739 3184 1993 1555 1300 528 25786 24911 7236 17675 7019 122 217 772 255 875 749 218 17553 1831 531 1191 1135 is_linear=0 shrinkage=0.05 Tree=103 num_leaves=23 num_cat=0 split_feature=3 25 30 44 8 19 19 8 20 14 24 12 7 6 17 17 31 39 44 40 33 24 split_gain=6.43271 8.04311 8.05185 11.6664 6.39893 6.12104 5.60003 5.36353 12.264 9.17168 6.69412 6.17272 5.14148 5.32045 4.63148 4.95595 4.06328 3.33828 3.25039 3.15959 2.04118 1.81624 threshold=1.0000000180025095e-35 47516.415000000001 1.5000000000000002 172.50000000000003 53.485000000000007 0.81325000000000014 0.54410000000000014 127.92500000000003 424.71500000000003 52.175000000000004 0.70490000000000008 75.295000000000016 258.14000000000004 2.5000000000000004 117.33670000000002 2.1013000000000006 0.67635000000000012 0.069950000000000026 1.5000000000000002 3.5000000000000004 0.80485000000000007 0.89790000000000014 decision_type=10 10 10 10 10 10 10 8 8 8 8 10 10 10 10 10 10 10 10 10 8 10 left_child=7 2 3 19 -5 6 -4 11 18 -10 -11 14 17 -14 15 -1 -16 -13 -9 -2 -3 -20 right_child=1 20 5 4 -6 -7 -8 8 9 10 -12 12 13 -15 16 -17 -18 -19 21 -21 -22 -23 leaf_value=0.0018556302354599916 -0.027849274011921294 -0.0069919574658573614 0.00049472396408694762 -0.0035223183213120689 0.030342208075523111 -0.041716789993080983 0.042166064466250798 0.0070178123530216345 0.061417672885064882 0.024563989295908896 0.0043566302723077191 0.0023185627732003056 -0.0039140836627776839 0.02229704939926197 0.010525647303558122 0.012531767529047826 -0.041224323406565018 -0.037682721293194915 -0.010747219596841074 -0.011894624869409049 -0.046168123618897709 -0.039558524903951217 leaf_weight=561.98412422579713 70.388456493616104 5.3267419282346991 493.8594215544872 98.71002157125622 15.205998531542717 7.4509320510551325 7.2036118162795892 8.3356772121041995 8.5747530572116357 60.149192653596401 128.54025871492922 6.8949303412809995 442.79643960483372 19.211756752803922 5.1528917104005805 134.45206973375753 9.670517049264161 16.816477317363024 11.211693624034526 62.047649910207838 12.882299652323125 13.757811116054652 leaf_count=7835 1964 78 7992 2145 260 114 114 103 63 507 1042 122 4330 227 83 1641 129 240 127 1162 177 153 internal_value=-0.000273423 -0.003946 -0.00312138 -0.0105216 0.00117926 0.000467479 0.00118657 0.00171329 0.00867974 0.0134391 0.0109201 0.000361075 -0.00397449 -0.00276754 0.00333028 0.00393892 -0.0233908 -0.0262255 -0.0189337 -0.020557 -0.0359287 -0.0277263 internal_weight=2200.62 773.075 754.866 246.352 113.916 508.514 501.063 1427.55 230.569 197.264 188.689 1196.98 485.72 462.008 711.26 696.436 14.8234 23.7114 33.3052 132.436 18.209 24.9695 internal_count=30608 14006 13751 5531 2405 8220 8106 16602 1995 1612 1549 14607 4919 4557 9688 9476 212 362 383 3126 255 280 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=23 num_cat=0 split_feature=40 20 25 7 24 29 39 6 40 39 39 8 20 33 37 6 24 23 34 29 35 5 split_gain=8.6505 6.68101 5.95148 5.54864 6.64756 9.8211 5.70558 10.0021 6.25809 5.36924 6.04035 5.6735 5.2514 7.1186 5.19713 9.32383 6.30366 2.51083 3.42364 3.12339 2.21096 2.20614 threshold=3.5000000000000004 86.355000000000004 49856.770000000011 7552.1800000000012 1.5131500000000002 7359.0000000000009 0.55055000000000009 2.5000000000000004 7.0000000000000009 0.35925000000000007 0.30145000000000005 66.235000000000014 1241.0350000000001 0.85005000000000008 6750.0000000000009 4.5000000000000009 1.0000500000000001 9.5000000000000018 60.609150000000007 6601.166650000001 3.5000000000000004 0.47635000000000005 decision_type=8 10 10 8 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=1 21 14 6 12 -6 9 8 -8 10 -2 -11 20 -14 16 -16 -3 18 -4 -19 -5 -1 right_child=3 2 17 4 5 -7 7 -9 -10 11 -12 -13 13 -15 15 -17 -18 19 -20 -21 -22 -23 leaf_value=-0.043865043684461959 0.00069052745701544938 0.005166486835289778 0.0020499798102295327 0.0017069722060490057 0.091659790661736032 0.0055672518630929101 0.044104558510977734 0.074162371663758608 -0.00076420068936858981 -0.03207267281250753 0.016732809063105945 -0.0027015569856583986 -0.0075967658681657356 0.02303839713289383 -0.012169176704114382 0.034478542432650972 -0.0033303256219217349 -0.0024752979132824735 -0.028204227385055083 -0.048897115795300511 -0.027265646400313998 -0.0030831513441341445 leaf_weight=12.214809652185069 654.23316359752789 340.2422618069686 21.484407583251595 14.251032637432219 5.3538852417841527 7.4917791597545156 8.8815801590681058 5.9082409804686895 35.281846223399043 22.695645114872605 63.570202824659646 55.868656236678362 25.598577111959457 65.870186201296747 176.40103762457147 10.397374377585946 604.5177637366578 5.6737066321074989 15.029754260554908 11.057892418466507 10.626102484762667 5.0049725268036118 leaf_count=521 8602 4643 207 153 65 67 102 77 433 298 747 659 225 552 3441 167 8865 45 151 103 102 95 internal_value=-0.000189466 -0.00302963 -0.00256074 0.00330415 0.0129212 0.045839 0.0018169 0.0180223 0.00892528 0.000770386 0.00213952 -0.0115456 0.00888449 0.0144213 -0.00177863 -0.00937633 -0.000262802 -0.0187504 -0.0106897 -0.0344648 -0.0110507 -0.0331059 internal_weight=2177.65 1202.02 1184.8 975.631 129.192 12.8457 846.439 50.0717 44.1634 796.368 717.803 78.5643 116.346 91.4688 1131.56 186.798 944.76 53.2458 36.5142 16.7316 24.8771 17.2198 internal_count=30320 18238 17622 12082 1164 132 10918 612 535 10306 9349 957 1032 777 17116 3608 13508 506 358 148 255 616 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=18 num_cat=0 split_feature=14 34 0 14 17 44 43 44 35 21 21 8 42 0 14 21 30 split_gain=5.6455 5.16158 4.63522 4.55418 6.94117 4.51468 12.2966 9.50917 4.43935 4.33089 5.82118 4.21767 4.8682 8.4849 8.03259 3.50839 2.81527 threshold=173.92500000000004 3.3967000000000005 18.500000000000004 459.95500000000004 0.99435000000000018 238.50000000000003 2059.5000000000005 250.50000000000003 8.5000000000000018 8764.715000000002 5640.2450000000008 2.6050000000000004 187500.00000000003 1.0000000180025095e-35 9.9950000000000028 1851.0550000000001 1.5000000000000002 decision_type=8 10 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 left_child=1 11 5 9 8 6 -3 -7 -5 10 15 16 13 -13 -14 -2 -1 right_child=3 2 -4 4 -6 7 -8 -9 -10 -11 -12 12 14 -15 -16 -17 -18 leaf_value=-0.039455387765201765 -0.018954868838440098 0.00060554198750961176 0.037298127765539042 -0.029118074443077919 0.045226649050267617 0.042804090128277433 -0.024114447374245101 0.0039237522724933941 0.022392983621063203 0.023884252725598267 -0.050722715714468958 0.029496066357847791 0.038134899960027516 -0.012901956530317555 -0.02374613857435371 0 0 leaf_weight=15.789786313660445 64.911811173893511 1370.6423860450741 7.9185085333883753 9.719264280050993 8.0228789839893562 15.298627630807458 51.217395414132625 493.04242188576609 5.8513750210404405 6.3579293414950362 9.9697257746011001 20.940762545913458 5.0366360985208294 24.475245856679976 40.451187306782231 39.063705164939165 6.1045869570225468 leaf_count=316 701 19772 63 95 78 213 872 5922 56 67 118 205 236 531 813 399 73 internal_value=3.00247e-05 0.000705836 0.00131513 -0.009506 0.0101398 0.00114568 -0.000297715 0.00518542 -0.00927554 -0.0134519 -0.0157684 -0.00963872 -0.00468548 0.00675383 -0.0161139 -0.0119179 -0.0288829 internal_weight=2194.81 2050.92 1938.12 143.897 23.5935 1930.2 1421.86 508.341 15.5706 120.303 113.945 112.798 90.9038 45.416 45.4878 103.976 21.8944 internal_count=30530 29016 26842 1514 229 26779 20644 6135 151 1285 1218 2174 1785 736 1049 1100 389 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=20 num_cat=0 split_feature=28 19 22 19 23 36 39 24 14 14 23 5 42 19 2 23 1 5 29 split_gain=6.71556 6.98434 6.79602 5.57602 8.18323 7.33409 7.22097 8.52692 7.51633 6.7073 5.31794 4.85211 7.48569 4.72585 5.4712 4.90651 3.3123 3.80696 2.83976 threshold=1.0000000180025095e-35 -1.6609499999999999 5000.6750000000011 0.061450000000000012 5.5000000000000009 99.465000000000018 0.12175000000000001 2.6641000000000008 78.685000000000016 103.30000000000003 10.500000000000002 0.82355000000000012 166500.00000000003 -0.19234999999999997 476.50000000000006 9.5000000000000018 3.5000000000000004 0.67785000000000006 2240.4838500000005 decision_type=10 8 10 10 8 8 10 10 10 8 10 10 10 10 10 10 10 10 8 left_child=1 -1 10 4 9 -6 7 -5 -8 -3 16 12 -12 -4 15 -15 17 -2 -13 right_child=2 3 13 6 5 -7 8 -9 -10 -11 11 18 -14 14 -16 -17 -18 -19 -20 leaf_value=-0.047246214485014003 -0.027913016861099468 -0.015964377560494396 0.046197683724983146 0.028641087931881061 0.0052188083056864147 0.035193127230528448 -0.0061263393556669939 -0.023971544056492794 0.001689820098012597 0.025336839432234744 0.021393611475495549 -0.044809613457624867 -0.011278106406504932 0.028695406868636752 -0.034449032883200163 -0.01112269647747975 0.014347366983377859 -0.004024954016584004 -0.0020883641394843014 leaf_weight=6.6542684054002166 74.406226389342919 71.651964982040226 6.2107735909521571 36.493150456808507 576.95627976744436 20.27699630567804 592.40869824029505 8.7728250846266729 636.4088923400268 10.371711541898547 29.119529356714338 8.8476181905716622 40.852885270956904 16.754496671259407 7.201751383021473 12.743740319274364 5.6753553026355794 22.552765313535929 7.0218540430068979 leaf_count=140 2094 1661 106 515 7763 261 7873 134 7257 135 484 118 837 195 196 151 291 304 66 internal_value=-0.000535665 0.00041456 -0.00857334 0.000603572 0.00426064 0.00630197 -0.00134402 0.0180386 -0.00207618 -0.0104394 -0.0126639 -0.00334719 0.00235788 0.00915911 0.00169928 0.0115287 -0.0203006 -0.0225055 -0.0274472 internal_weight=2191.38 1959.99 231.387 1953.34 679.257 597.233 1274.08 45.266 1228.82 82.0237 188.476 85.8419 69.9724 42.9108 36.7 29.4982 102.634 96.959 15.8695 internal_count=30581 25739 4842 25599 9820 8024 15779 649 15130 1796 4194 1505 1321 648 542 346 2689 2398 184 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=19 num_cat=0 split_feature=40 31 5 43 26 11 36 15 33 26 24 44 24 34 37 29 39 36 split_gain=5.58583 7.30416 5.84456 5.68112 9.15521 8.30585 5.36058 4.97195 9.78969 8.34772 6.07138 7.07469 4.95959 3.78097 10.685 2.75351 2.16282 1.87905 threshold=3.5000000000000004 0.40905000000000008 6.2646000000000006 2225.5000000000005 1.5000000000000002 47011.205000000009 94.735000000000014 2.3550500000000008 0.73565000000000014 1.5000000000000002 1.6124000000000003 2108.5000000000005 4.7569000000000008 26.963950000000004 3505.0000000000005 1663.3578500000001 0.099250000000000019 89.385000000000005 decision_type=8 8 8 10 10 8 10 10 10 10 10 8 10 10 10 10 10 8 left_child=1 13 3 5 -5 6 -2 10 -9 -10 11 -3 -12 15 -15 16 -1 -16 right_child=2 7 -4 4 -6 -7 -8 8 9 -11 12 -13 -14 14 17 -17 -18 -19 leaf_value=0.0082493856392284425 -0.001318216432966526 -0.00125056167259599 0.048447432937917201 0.058939213258393713 -0.008203107003144975 0.059071807514872399 0.0063378196625726475 0.074371420637815142 0.054994938927542425 -0.0069283791780329548 -0.017331880459343425 0.024855170480066989 0.004514768670369952 0.037414957760299836 -0.044254402717237046 -0.047326894320670457 -0.028807090869199078 -0.0099659549642977033 leaf_weight=5.5804199120029834 590.87060046056286 945.46959507605061 6.0085771530866614 10.230717868544163 8.6615869323723 5.3425844628363839 370.92954949103296 5.1255059707909814 5.7442968743853262 27.022506182547659 101.14293637638912 25.67614157544449 33.91922862501815 8.5786515539512056 8.0708185012917948 14.220301394816486 9.1024446836672706 9.3534163762815314 leaf_count=249 7002 13471 52 98 114 79 4871 134 123 753 1649 277 601 120 130 363 214 207 internal_value=0.000123022 -0.00217018 0.00289907 0.00256764 0.0290401 0.0020159 0.00163275 -0.00130202 0.0162581 0.00508641 -0.00192218 -0.000530351 -0.0118158 -0.0198241 -0.00541499 -0.0320055 -0.0147765 -0.0276595 internal_weight=2191.05 1199.01 992.044 986.035 18.8923 967.143 961.8 1144.1 37.8923 32.7668 1106.21 971.146 135.062 54.9061 26.0029 28.9032 14.6829 17.4242 internal_count=30507 18291 12216 12164 212 11952 11873 17008 1010 876 15998 13748 2250 1283 457 826 463 337 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=16 num_cat=0 split_feature=29 37 29 10 29 4 31 43 39 19 22 34 43 11 8 split_gain=4.78118 4.27949 10.1556 9.86143 5.57545 4.24765 4.51557 4.71858 3.99012 3.68788 7.84561 6.99997 3.65842 6.10611 2.64734 threshold=47600.000000000007 8450.0000000000018 2750.0833500000003 1.2717000000000003 4999.5000000000009 18824.240000000002 0.45665000000000006 2162.5000000000005 0.16205000000000003 0.33505000000000007 4172.2700000000013 71.240300000000005 435.50000000000006 1181.1250000000002 105.00500000000001 decision_type=10 10 10 10 10 10 10 8 10 10 10 8 10 10 8 left_child=1 5 12 4 -4 9 -7 -8 -2 11 -11 -1 14 -14 -3 right_child=8 2 3 -5 -6 6 7 -9 -10 10 -12 -13 13 -15 -16 leaf_value=0.0006921650418597468 0 -0.035698527804155493 0.01168492234320765 0.047331082627751209 -0.0070242996436892698 -0.01567719182683008 0.057981749896305702 0.0079210108632457154 -0.051179333707453215 -0.012954625052843713 0.025989194618150271 0.014865124836059238 -0.028442854354340921 0.0092361578755473725 0 leaf_weight=1660.1914082295261 7.0766451284289342 35.113443216774613 53.467747416580096 9.6834281217306835 146.45731368800625 5.5446963557042208 8.6601505205035174 10.430612710304562 7.3116559218615294 97.820442238822579 13.865471243858336 91.03234391938895 19.756015128921717 21.28195817861706 6.1635923981666556 leaf_count=22806 58 882 929 80 1994 91 112 137 77 1225 154 947 355 610 75 internal_value=8.298e-05 0.000281212 -0.00533903 0.000504848 -0.00196259 0.00115544 0.0213787 0.0326346 -0.0276863 0.000873997 -0.00788777 0.00143982 -0.0201075 -0.00902899 -0.0305294 internal_weight=2193.86 2179.47 291.923 209.608 199.925 1887.55 24.6355 19.0908 14.3883 1862.91 111.686 1751.22 82.315 41.038 41.277 internal_count=30532 30397 4925 3003 2923 25472 340 249 135 25132 1379 23753 1922 965 957 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=27 num_cat=0 split_feature=11 0 33 0 43 15 13 44 20 27 8 24 24 11 33 33 39 36 12 35 7 17 25 25 17 19 split_gain=5.52087 9.74429 10.2965 8.41312 9.52037 11.2797 8.27947 6.89946 11.9499 8.89244 19.2468 11.3152 6.28226 6.07969 7.2266 5.63802 5.20169 6.45037 5.14513 5.11754 5.00654 4.79797 4.05868 3.78752 7.87543 4.64921 threshold=247.38500000000002 5.5000000000000009 0.7561500000000001 1.5000000000000002 405.50000000000006 2.9189500000000006 1.1180500000000002 85.500000000000014 1255.2150000000004 1.0000000180025095e-35 19.955000000000002 1.0418500000000004 1.1777500000000003 142.09500000000003 0.90725000000000011 0.66925000000000012 0.12815000000000001 94.985000000000014 123.74500000000002 1.0000000180025095e-35 1785.6650000000002 -0.31354999999999994 8000.7250000000013 3570.8100000000004 1.4165000000000003 0.15455000000000002 decision_type=10 10 10 10 10 10 8 10 10 10 10 8 8 8 8 8 10 10 10 10 10 8 10 10 8 10 left_child=7 3 -3 4 5 -2 -6 9 23 15 12 -12 -11 20 -15 18 17 -5 -1 -4 -10 -17 -18 25 -25 -9 right_child=1 2 19 16 6 -7 -8 8 13 10 11 -13 -14 14 -16 21 22 -19 -20 -21 -22 -23 -24 24 -26 -27 leaf_value=0.052429686148311311 -0.008856240480062616 0.072175342707989851 0.034540969097449518 -0.02028532569935837 0.0039726634479267178 0.055774204980492126 -0.020333605231505635 -0.031870484470770656 -0.0078552462592192656 -0.0080682701089108393 0.053336544695797031 0.017684595180314084 0.013324161430430959 0.055895326392211654 -0.013892407196412182 0.034271556464117239 -0.014030317285485204 0.018348589445132738 -0.0069500646916511163 -0.023431468023492913 0.0043684189228385779 -0.0018699215837999163 -0.037760043700748112 -0.017899665919360094 0.028443775538714956 0.0055163126783115499 leaf_weight=8.6531938472762686 399.80738231702708 7.7376073221676078 5.7928580902516824 20.97039036010392 512.51029657339677 5.8623125776648513 36.566031419904903 48.128603340126574 121.13614612584934 82.39882886223495 32.221524023450911 75.11984487529844 57.274849995970726 9.6438553035259211 5.0274136252701291 8.4493016917258483 51.342910587321967 20.229144548298791 5.3071372956037512 7.6352960453368723 265.3162962757051 317.7554954518564 29.736630946630612 35.232412866316736 11.252597983926533 9.4221884068101627 leaf_count=110 6341 171 145 739 6195 165 1374 683 1587 928 241 722 639 128 81 118 1433 862 63 158 2251 3890 844 454 146 104 internal_value=-0.000388028 -0.00289211 0.029908 -0.00356848 -0.00197307 -0.00777512 0.00231086 0.00212523 -0.00214976 0.00580897 0.0130099 0.0288262 0.000700765 0.00176607 0.0323016 0.000542475 -0.0158677 -0.00121214 0.0305661 0.00189173 0.000513538 -0.000816631 -0.0231483 -0.0171684 -0.00621329 -0.0256745 internal_weight=2190.53 1098.19 21.1658 1077.03 954.746 405.67 549.076 1092.34 505.16 587.18 247.015 107.341 139.674 401.124 14.6713 340.165 122.279 41.1995 13.9603 13.4282 386.452 326.205 81.0795 104.036 46.485 57.5508 internal_count=30572 18427 474 17953 14075 6506 7569 12145 5434 6711 2530 963 1567 4047 209 4181 3878 1601 173 303 3838 4008 2277 1387 600 787 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=16 num_cat=0 split_feature=25 17 22 14 15 26 27 20 8 25 26 7 20 8 15 split_gain=6.02296 4.76936 4.59953 4.74919 5.25752 5.00709 4.94561 7.19048 6.01267 3.6976 2.52612 2.8901 4.01219 3.61124 0.375746 threshold=45788.930000000008 -1.1866499999999998 20178.985000000004 44.475000000000001 2.8097500000000006 7.5000000000000009 8.5000000000000018 3084.3900000000008 23.555000000000003 38075.325000000004 7.5000000000000009 16945.110000000004 5702.8850000000011 178.99500000000003 5.4813500000000008 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 10 8 10 left_child=2 -2 3 4 5 -1 8 -8 -5 -4 11 12 -3 -13 -6 right_child=1 10 9 6 14 -7 7 -9 -10 -11 -12 13 -14 -15 -16 leaf_value=-0.0058356744129110837 0.022307629936756126 -0.0076252094456709428 0.0056723937810369118 -0.0062481838214913437 -0.045890062287727212 0.014353127916979659 0.0031623863215638859 0.035323793874381684 0.0021950993487320656 0.056104410209746894 0.0084040713872565054 -0.002244475423880237 -0.049189048129924799 -0.032979408851803088 -0.018434178452297809 leaf_weight=289.54626435879618 7.8488272251561275 10.430889689363541 9.150468882173298 246.46607700595632 6.5338616860099119 33.2702318392694 54.499249550979584 24.959726303815842 1418.8124011477921 5.6476482637226573 8.3218912398442608 33.056794730946422 14.603190002031623 12.780915830284355 5.0453909609932452 leaf_count=5804 87 140 103 2984 231 951 756 255 18299 46 88 258 157 118 226 internal_value=0.000145641 -0.0126627 0.000686248 0.000479345 -0.00496673 -0.00370163 0.00152825 0.0136406 0.000939468 0.0275691 -0.0164259 -0.0194874 -0.0330209 -0.0114422 -0.0367408 internal_weight=2180.97 87.0425 2093.93 2079.13 334.396 322.816 1744.74 79.459 1665.28 14.7981 79.1937 70.8718 25.0341 45.8377 11.5793 internal_count=30503 848 29655 29506 7212 6755 22294 1011 21283 149 761 673 297 376 457 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=26 num_cat=0 split_feature=37 29 44 26 26 20 42 42 18 31 30 26 20 26 21 42 34 24 5 31 29 17 20 7 18 split_gain=4.84496 5.95562 7.11472 8.38903 6.77149 5.11554 6.43831 9.47157 4.867 4.66469 4.55486 6.28708 9.23378 12.5846 5.31937 6.22673 6.99003 5.35466 4.96698 12.8978 5.60068 3.8023 2.45204 1.95583 3.70738 threshold=7300.0000000000009 2915.2143000000005 293.50000000000006 3.5000000000000004 8.5000000000000018 62.525000000000006 176500.00000000003 183500.00000000003 1.0000000180025095e-35 0.79405000000000014 5.5000000000000009 13.500000000000002 8021.1050000000005 19.500000000000004 5640.2450000000008 113500.00000000001 52.74965000000001 1.0000000180025095e-35 0.99085000000000012 0.84925000000000017 296.37500000000006 1.2873500000000002 13892.230000000001 12863.275000000003 8.5000000000000018 decision_type=10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 8 left_child=10 2 4 -4 8 -3 9 -8 -2 -7 11 18 13 -13 15 17 -17 -12 20 -20 -1 -5 -14 -16 -25 right_child=1 5 3 21 -6 6 7 -9 -10 -11 14 12 22 -15 23 16 -18 -19 19 -21 -22 -23 -24 24 -26 leaf_value=0.015437082141097012 0.0044034063334846309 -0.037179054866398449 0.042916877221396275 0.010488473430865817 0.025173594036731802 -0.018116491272407938 0.041013465530280901 0.0019916601816095882 -0.02907905295486209 0.010796472802345377 0.032212838397277364 0.067936015162500529 -0.035780027532844517 0 -0.043527035213248987 -0.012637097855599869 0.01277541562519964 0.0020175201491927034 0.005063409115033988 0.056782950642909259 0.0002202208718338018 -0.045501516910648673 0.0080662028790643939 -0.036005090791423444 0.011378842252310836 leaf_weight=62.409245908260345 12.10672806506045 8.3118724394589645 9.7922550179064292 5.1364951478317362 6.6058687071781597 57.995478720869869 16.507539004087448 143.63529942673631 74.160317834233865 17.300777263008058 16.968417406082153 14.32854854501784 5.6066477973945412 12.046807014383374 9.5087697803974169 147.72923495993018 32.041275572031736 83.661068722605705 86.110119692981243 13.129916798323391 1323.3660872601904 5.1815567794255912 5.3012743545696148 7.3836471978574965 7.1951439790427694 leaf_count=1032 484 175 128 131 247 864 206 1990 1473 191 223 272 99 289 90 1616 281 888 804 86 18677 119 66 63 57 internal_value=5.95761e-05 -0.00525936 -0.0146964 0.0116655 -0.0205215 -0.000822488 0.000591704 0.00627461 -0.0243262 -0.0113532 0.0011033 0.0022224 0.0222412 0.0378817 -0.0044643 -0.00246187 -0.00803444 0.0074252 0.00170181 0.0124542 0.000919765 -0.018723 -0.0151629 -0.0265478 -0.0130692 internal_weight=2183.52 356.734 112.983 20.1103 92.8729 243.751 235.439 160.143 86.267 75.2963 1826.79 1522.3 37.2833 26.3754 304.488 280.4 179.771 100.629 1485.02 99.24 1385.78 10.3181 10.9079 24.0876 14.5788 internal_count=30551 6008 2582 378 2204 3426 3251 2196 1957 1055 24543 21325 726 561 3218 3008 1897 1111 20599 890 19709 250 165 210 120 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=28 num_cat=0 split_feature=6 32 10 34 32 43 44 39 14 29 33 34 24 43 39 36 39 32 11 20 11 39 4 19 42 42 33 split_gain=5.14766 7.41464 8.25488 7.3726 10.5359 6.12526 8.29759 9.1921 7.58574 5.65308 7.14873 6.114 5.77905 10.3548 5.55189 5.44027 4.98058 5.57063 4.45006 4.27329 4.20436 6.13508 3.43777 3.43245 3.71174 2.97512 0.637735 threshold=1.0000000180025095e-35 98.185000000000016 0.0022500000000000007 24.388950000000005 99.745000000000019 2353.5000000000005 336.50000000000006 0.28365000000000007 98.415000000000006 354.64520000000005 0.50405000000000011 3.3967000000000005 5.5961000000000007 781.50000000000011 0.44965000000000005 -1.0000000180025095e-35 0.28075000000000006 98.045000000000016 7714.3550000000005 358.35500000000008 158.86500000000004 0.16145000000000001 2068.3750000000005 -0.38814999999999994 155500.00000000003 126500.00000000001 0.90575000000000017 decision_type=10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 left_child=9 5 23 19 -5 6 7 -2 -8 10 -1 15 14 -14 -13 22 17 -12 -17 -4 21 -7 -11 24 -3 -25 -22 right_child=1 2 3 4 -6 20 8 -9 -10 11 16 12 13 -15 -16 18 -18 -19 -20 -21 26 -23 -24 25 -26 -27 -28 leaf_value=0.063237073649854106 -0.013806573709586946 -0.019147039040498956 0.025719711585326377 0.037911658293139638 -0.027389930726987446 0.021805042526206797 0.012642093928780566 0.0025097648124144875 -0.016006942446705318 0.015839407005864694 -0.015799873603077465 0.002264446695970881 0.0016751896256673783 0.056528785930552196 -0.0074306932355617111 -0.036477245074619913 0.049624746930541266 0.023591254398673892 0.010575456178392938 -0.0076086139707805291 -0.04910098651750458 -0.040464176721845491 -0.027708371265309339 0.071970536335035612 0.036169026772365054 0.020165875187885679 -0.019378877472810335 leaf_weight=6.5794870769605032 272.6870749918744 5.0914725060574728 9.5037636042106879 24.036289884475995 7.3078235876746467 7.9629395231604558 97.769602906890213 124.99425848759711 29.111441143788397 15.70281237922609 19.00566143728793 1149.0185310030356 25.346499417442828 12.232424846850334 168.28838787181303 26.611801041522995 5.5389149943366638 15.24694713344797 5.4824702874757341 109.95038991374895 13.179900463204833 6.0601161755621433 5.1955909063108257 6.234360662288962 5.0226554716937244 6.8348667742684484 5.0009316462092093 leaf_count=85 5434 92 269 474 158 153 1512 2088 388 295 272 12501 374 117 1895 404 60 225 141 2626 304 78 141 88 122 124 150 internal_value=-0.000220733 -0.00364352 0.00532884 0.00093935 0.022156 -0.00646074 -0.00511985 -0.00867225 0.00595602 0.00149707 0.0184922 0.00092103 0.00158079 0.0206628 0.00101738 -0.0155716 0.00960226 0.00176438 -0.0282118 -0.004724 -0.0273397 -0.00567425 0.00401367 0.0324545 0.00865564 0.0485924 -0.0426227 internal_weight=2185 730.748 173.982 150.798 31.3441 556.766 524.562 397.681 126.881 1454.25 46.371 1407.88 1354.89 37.5789 1317.31 52.9927 39.7915 34.2526 32.0943 119.454 32.2039 14.0231 20.8984 23.1834 10.1141 13.0692 18.1808 internal_count=30570 14060 3953 3527 632 10107 9422 7522 1900 16510 642 15868 14887 491 14396 981 557 497 545 2895 685 231 436 426 214 212 454 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=19 num_cat=0 split_feature=43 34 28 8 37 39 43 20 24 8 6 19 25 21 19 32 12 20 split_gain=4.99797 4.66562 4.46933 4.29767 4.92522 6.44635 4.58098 4.28162 4.66111 4.03167 4.9418 3.9511 3.92708 3.85605 3.20326 1.62163 2.30997 0.753388 threshold=2402.5000000000005 31.621300000000002 1.0000000180025095e-35 10.075000000000001 7600.0000000000009 0.42485000000000006 2170.5000000000005 22153.420000000002 1.05515 49.025000000000013 2.5000000000000004 -1.6609499999999999 4600.1100000000015 3306.0950000000007 0.9488000000000002 98.50500000000001 88.155000000000015 4875.7150000000011 decision_type=10 10 10 8 10 10 10 8 10 10 10 8 10 10 10 10 10 10 left_child=2 9 7 15 6 -6 -5 11 -9 13 12 -1 -11 17 -13 16 -4 -2 right_child=1 -3 3 4 5 -7 -8 8 -10 10 -12 14 -14 -15 -16 -17 -18 -19 leaf_value=-0.037701237695828033 -0.019071638262017705 -0.04452610177199768 0.010649936991246131 0.003768156476256241 -0.032367928988841298 0.014672790534437062 -0.019828002600708539 -0.0019771064948460692 0.043879455575652884 -0.022443399067212044 -0.031207706257978488 0.0016828038961001811 0.021189545524930339 0.0097744770095603388 -0.02179468179233451 -0.043055554748356997 -0.032061413639146462 -0.049215825577725213 leaf_weight=5.4423672189004719 6.2977934461087006 9.1335535179823619 5.0711083384230751 134.66619781777263 26.516774910269305 9.0713315883185697 23.240756970830262 9.523099170066418 11.375852428376673 5.565714135766032 7.4119180906563988 1870.2371538183652 23.311825774610043 5.1375604807399204 13.618990150280295 8.7880672870669496 5.6721672136336565 7.6900026965886354 leaf_count=126 209 129 109 2502 784 203 374 77 93 110 161 24492 259 127 153 354 74 212 internal_value=0.000431224 -0.0131628 0.000852853 -0.00599465 -0.0036367 -0.0201674 0.000160885 0.00162184 0.0236194 -0.00720719 0.00255522 0.0013635 0.0121429 -0.0251859 0.00149895 -0.0277962 -0.0122847 -0.0381555 internal_weight=2187.77 64.5484 2123.22 213.026 193.495 35.5881 157.907 1910.2 20.899 55.4148 36.2895 1889.3 28.8775 19.1254 1883.86 19.5313 10.7433 13.9878 internal_count=30548 1207 29341 4400 3863 987 2876 24941 170 1078 530 24771 369 548 24645 537 183 421 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=23 num_cat=0 split_feature=37 33 5 5 21 12 17 33 5 44 31 39 13 11 44 31 36 1 44 33 3 23 split_gain=5.14602 8.53363 9.14359 11.1767 12.1125 8.76862 7.70269 7.03706 6.91664 5.95388 5.77504 5.52721 5.28393 4.75139 9.33016 6.12386 10.4327 6.4946 5.38092 4.39051 3.17303 1.33696 threshold=1135.0000000000002 0.89705000000000013 0.30515000000000009 0.48795000000000005 246.12000000000003 77.660000000000011 10.440500000000002 0.75045000000000006 1.1013500000000003 95.500000000000014 0.91685000000000005 0.073150000000000007 3.0005500000000005 19.500000000000004 161.50000000000003 0.75065000000000015 98.265000000000015 1.5000000000000002 298.50000000000006 0.62015000000000009 1.0000000180025095e-35 7.5000000000000009 decision_type=10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 left_child=1 2 10 4 -4 6 9 -5 20 -3 11 -1 13 14 19 16 -15 -17 -16 -2 -7 -14 right_child=12 5 3 7 -6 8 -8 -9 -10 -11 -12 -13 21 15 18 17 -18 -19 -20 -21 -22 -23 leaf_value=0.0057724826911209667 0.020182451310391189 0.087320455795234272 0.085464201988592156 0.030120246132265657 0.017230007679014451 -0.030313854131421084 0.0036697027567486207 -0.0084909823650970925 0.039172900689498948 0.027476167803913994 0.025448133869019875 -0.026692962761811462 -0.0062407923970066751 -0.0090555344637355401 -0.015274224678226726 0.0019479767614123103 0.016745318710274161 -0.027078789215539707 -0.00031267161724601476 0.0047211161506795617 0.013117099940433155 -0.038759753757469075 leaf_weight=17.796770098619163 49.584092020988464 9.6360521921888012 7.441078281030058 13.683618493378161 33.410229252651334 10.973343217745429 8.8741452153772133 58.964458408765495 7.6270685605704776 9.5443377508781833 8.0779554899781925 43.63577061612159 5.6130992260295889 427.95787784527056 86.616879154928029 564.45731261279434 42.078384336782619 18.939505140064284 193.7344905026257 548.5418561976403 5.5820384053513399 10.049105439567937 leaf_count=211 621 144 84 136 356 100 129 574 54 136 93 594 275 8437 972 7510 1134 853 1830 5920 68 313 internal_value=0.000401426 0.00737153 0.00220355 0.0109382 0.0315235 0.0250019 0.0435284 -0.000840252 0.00243528 0.0606263 -0.0119406 -0.0172659 -0.000441276 -0.000196764 0.00251421 -0.00246248 -0.00670454 0.000952367 -0.0049908 0.00604274 -0.0154722 -0.0284795 internal_weight=2182.82 235.247 183.01 113.499 40.8513 52.237 28.0545 72.6481 24.1825 19.1804 69.5105 61.4325 1947.57 1931.91 878.477 1053.43 470.036 583.397 280.351 598.126 16.5554 15.6622 internal_count=30544 2679 2048 1150 440 631 409 710 222 280 898 805 27865 27277 9343 17934 9571 8363 2802 6541 168 588 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=19 num_cat=0 split_feature=40 11 43 31 46 8 43 34 25 34 28 34 0 31 31 12 30 0 split_gain=5.00062 5.67456 5.8365 4.94067 5.61469 5.52287 5.22982 7.36148 5.92333 5.12438 9.75806 4.87409 4.76744 4.35195 12.239 6.88582 2.48098 0.706089 threshold=3.5000000000000004 47011.205000000009 2249.5000000000005 0.89995000000000014 91.635000000000005 139.98000000000005 2232.5000000000005 16.533150000000003 1399.5250000000003 10.853650000000002 1.5000000000000002 13.436150000000003 4.5000000000000009 0.87925000000000009 0.86955000000000016 75.665000000000006 2.5000000000000004 1.0000000180025095e-35 decision_type=10 8 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 8 left_child=3 2 13 4 9 6 8 -8 -5 10 -1 16 -11 14 -2 -15 -4 -6 right_child=1 -3 11 5 17 -7 7 -9 -10 12 -12 -13 -14 15 -16 -17 -18 -19 leaf_value=-0.010121393399900695 0.0016435366828671438 0.045689106330177046 0.028755524008093288 0.034507713919691922 -0.017360577354503175 0.041149942079304364 0.003597124794624144 -0.037541271665328967 0.0037699373228019025 -0.0016217710706997682 0.034698103489933387 0.061238466021212683 0.018268891748678916 0.0030336661284586599 0.045027091899742092 -0.03289482222073347 -0.016066738535038545 -0.041613128775659175 leaf_weight=308.31153340660967 886.64678935147822 6.5610226155258706 5.26397368963808 17.314318743068725 9.5869131288491207 9.0956164505332691 28.983926313463598 16.08618389768526 115.45904873358086 642.68990100664087 11.633149152388794 6.534541266039013 30.586215870454907 30.819976450875401 15.57681853417307 22.015870240516961 5.0457901749759912 8.4970216555520874 leaf_count=5469 11079 91 65 279 190 70 473 179 1449 9125 337 59 510 388 150 196 58 313 internal_value=-0.000147284 0.00250092 0.00215757 -0.00231421 -0.00369769 0.00512337 0.00303308 -0.0114734 0.00804367 -0.00317252 -0.00837315 0.0305079 -0.00068499 0.00162094 0.00244711 -0.0121772 0.00689561 -0.0306014 internal_weight=2176.71 978.465 971.904 1198.24 1011.3 186.939 177.843 45.0701 132.773 993.221 319.945 16.8443 673.276 955.059 902.224 52.8358 10.3098 18.0839 internal_count=30480 12086 11995 18394 15944 2450 2380 652 1728 15441 5806 182 9635 11813 11229 584 123 503 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=29 num_cat=0 split_feature=37 36 37 31 43 24 33 14 44 34 44 29 34 17 6 33 42 43 36 37 11 14 3 33 21 31 44 36 split_gain=5.1692 7.87309 10.3422 10.2955 8.77994 7.75525 7.68147 9.48789 6.56556 5.08769 8.50233 7.38936 4.65188 7.21532 7.38174 10.7745 7.21776 6.7441 8.32636 6.22551 7.71299 7.63604 6.87926 6.75815 5.97806 5.44244 4.55145 3.26568 threshold=1048.5000000000002 91.165000000000006 410.00000000000006 0.78205000000000013 349.50000000000006 0.11375 0.8640500000000001 53.055000000000007 371.50000000000006 13.991750000000001 87.500000000000014 5999.5000000000009 63.752400000000002 0.50060000000000004 1.0000000180025095e-35 0.50485000000000013 96500.000000000015 414.50000000000006 96.055000000000021 6508.5000000000009 13109.355000000001 67.195000000000007 4.5000000000000009 0.73565000000000014 8275.715000000002 0.79405000000000014 280.50000000000006 91.615000000000023 decision_type=10 8 10 10 10 8 10 8 8 10 10 10 10 8 10 10 10 10 10 10 10 8 10 8 10 8 8 10 left_child=1 4 5 -4 6 -3 -1 -8 -7 10 -6 -11 19 17 15 -15 -16 18 -14 20 21 -2 -22 24 -21 -25 -5 -19 right_child=12 2 3 26 9 8 7 -9 -10 11 -12 -13 13 14 16 -17 -18 27 -20 23 22 -23 -24 25 -26 -27 -28 -29 leaf_value=0.091972757720375053 0.0068569131185932429 0.038127491367577863 -0.01294919460213086 0.086834878094829537 0.073231334304386567 -0.012157559849867584 0.073147084506343024 0.0015932501339741166 0.015039196664685684 -0.026257927199345023 0.0061292645388637277 0.029449938891102131 -0.0095749525815219463 -0.04095445116439176 0.031206053672605913 0.020704478480385691 -0.024261384835091677 -0.0021927893934786573 0.037434630569538996 -0.024735702956094664 -0.01499835812502069 -0.0012884554538952003 0.036146126538876659 -0.0077343664484622772 0.027398227745335898 0.0077400592825230437 0.025367436080607639 -0.05227377404082293 leaf_weight=5.6649902407079962 447.10984110250138 9.4219404570758325 7.4260847130790379 6.2445380445569727 5.5369609654881087 107.39158520335332 6.186722727492449 13.587933946400884 26.85586222819984 16.647189972922209 18.502113551832736 7.9690953344106665 38.940155404619873 6.5452104220166794 6.8799899769946959 124.72302574943751 21.944174512755126 5.1798844076693049 11.316688721999524 66.164086795412004 107.17949195532128 801.33960272092372 6.0101704024709752 202.46342303510755 5.0832420028746119 77.656106661073864 7.7438709335401663 9.410891415551303 leaf_count=55 7118 96 116 73 76 1288 66 125 277 167 198 64 414 89 102 1257 403 47 143 1355 1990 9696 124 3761 113 1062 85 107 internal_value=0.000704999 0.00762442 0.00147692 0.0330936 0.0210524 -0.0033973 0.0443246 0.0266637 -0.00660898 0.00813617 0.0240921 -0.00758265 -0.0001499 0.00659088 0.0122803 0.0173059 -0.0102519 -0.00735216 0.0014368 -0.0010413 0.000487838 0.00162781 -0.0119461 -0.00696586 -0.0206192 -0.00341441 0.0571033 -0.0360962 internal_weight=2177.12 239.179 165.084 21.4145 74.095 143.669 25.4396 19.7747 134.247 48.6554 24.0391 24.6163 1937.95 224.94 160.092 131.268 28.8242 64.8476 50.2568 1713.01 1361.64 1248.45 113.19 351.367 71.2473 280.12 13.9884 14.5908 internal_count=30467 2686 1935 274 751 1661 246 191 1565 505 274 231 27781 2562 1851 1346 505 711 557 25219 18928 16814 2114 6291 1468 4823 158 154 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=20 num_cat=0 split_feature=1 31 31 31 37 21 34 4 41 19 14 10 24 44 19 31 33 37 43 split_gain=5.62135 6.68688 6.24279 7.63659 4.64234 10.132 6.59404 5.60243 7.40192 9.22847 5.80773 5.07793 4.9956 4.11376 4.35535 3.45834 2.20782 2.14253 2.08271 threshold=1.5000000000000002 0.80415000000000014 0.71575000000000011 0.76005000000000011 10750.000000000002 11251.855000000001 21.466350000000002 18824.240000000002 38.750000000000007 -0.36554999999999993 459.95500000000004 0.17325000000000004 0.72970000000000013 45.500000000000007 -0.27404999999999996 0.7581500000000001 0.99995000000000012 4315.0000000000009 731.50000000000011 decision_type=8 8 10 8 10 10 10 10 10 8 10 8 10 10 8 10 10 10 10 left_child=4 2 13 -4 7 6 16 8 9 -1 -10 15 -8 14 -2 -9 -6 -3 -15 right_child=1 17 3 -5 5 -7 12 11 10 -11 -12 -13 -14 18 -16 -17 -18 -19 -20 leaf_value=0.027500564386837779 -0.021299820241703418 -0.044673067738954769 0.061313446390892215 -0.011637890917008419 -0.037146665691829943 0.054675526913509957 -0.026700924453581229 0.017618501642662692 0.00089467563952234604 -0.033673069873902374 0.026722937153590639 -0.014443984755841473 -0.00017279690796218684 -0.042958390431864391 0.029855236309832046 0.067899131432202817 -0.0030966897128541066 -0.0096923630291376687 -0.0030123839983205811 leaf_weight=6.8591590991709381 7.2569051450118423 16.466142721008513 6.2645752576645437 6.3755382425151774 24.692822104319934 5.2251223227940491 20.66930219065398 9.5180433634668571 1859.3187546071131 29.019728343235329 21.043146174401045 5.0098752249032286 100.27417389838956 10.778304971056057 7.3494790561962891 5.9085634900256983 6.4836526173166922 7.2704756879247716 5.1217917129397383 leaf_count=168 256 578 195 221 537 68 264 125 23882 737 199 71 1450 464 205 44 159 355 219 internal_value=-8.04196e-05 -0.014243 -0.00218437 0.0259954 0.00037613 -0.00785187 -0.0103753 0.0010509 0.000763448 -0.021414 0.00120043 0.0264778 -0.00492925 -0.0144736 0.00438315 0.040142 -0.0305371 -0.0349856 -0.0313263 internal_weight=2160.91 66.8832 43.1466 12.6401 2094.02 157.345 152.12 1936.68 1916.24 35.8789 1880.36 20.4365 120.943 30.5065 14.6064 15.4266 31.1765 23.7366 15.9001 internal_count=30197 2493 1560 416 27704 2478 2410 25226 24986 905 24081 240 1714 1144 461 169 696 933 683 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=20 num_cat=0 split_feature=37 8 39 32 17 36 36 33 5 21 39 33 21 20 36 17 5 30 39 split_gain=4.44386 8.93074 11.8797 5.35419 4.26773 7.05343 4.58343 11.0729 8.1649 11.0684 9.09614 6.01732 4.04892 7.03381 3.76264 2.72197 2.47519 2.36052 0.937396 threshold=13250.000000000002 105.99000000000002 0.25295000000000006 98.065000000000012 -4.4858999999999991 95.685000000000016 94.735000000000014 0.65480000000000016 0.27925000000000005 271.83000000000004 0.26385000000000008 0.79435000000000011 3479.5600000000004 3535.1650000000004 93.075000000000003 0.36515000000000003 1.0000500000000001 4.5000000000000009 0.32045000000000007 decision_type=10 10 10 8 8 10 10 8 10 10 10 10 10 10 10 8 10 8 10 left_child=4 3 16 12 5 14 7 -6 9 -8 -10 -9 13 -2 17 -4 -3 -1 -7 right_child=1 2 15 -5 6 18 8 11 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.034025504437248007 -0.014532425487228013 0.0035203745352379379 0.07519155723694769 -0.047322372447069688 0.054780213542353864 -0.015358425560089081 0.014267477257863979 -0.012006971082852853 0.011869688110711062 -0.0079691919676863985 -0.00032970947960174772 -0.00097792000832402416 -0.043641962212060237 0.042312518779070191 0.029055706852032515 0.01958553636366955 -0.041737596621803492 0.009231118342886457 -0.046279253531697762 leaf_weight=5.6436104327440271 32.022557840216905 5.0796712972223776 5.0437900908291322 14.586046853102742 7.5270419418811789 5.3500072024762657 69.295780488057062 141.15678111370653 328.324098713696 272.33058308181353 283.51114052068442 964.65939435502514 7.6005365741439155 5.5044919438660136 7.8746835049241772 5.4638459291309118 5.4262023298069835 5.1018708450719723 12.386871489696203 leaf_count=71 525 52 54 403 93 81 1576 1945 4252 4919 3609 12187 111 72 106 57 50 69 216 internal_value=-0.000531604 -0.0119711 0.01541 -0.0217841 -8.46581e-05 -0.0168355 0.000215587 -0.00195999 0.0027606 -0.00341562 0.00621728 -0.00239987 -0.0125743 -0.00518276 0.00449207 0.0509262 -0.0210164 -0.0140246 -0.0385369 internal_weight=2183.89 80.7271 21.0135 59.7136 2103.16 36.357 2066.8 1113.34 953.462 341.626 611.835 1105.82 45.1276 37.527 18.6202 10.5076 10.5059 10.7455 17.7369 internal_count=30448 1324 213 1111 29124 543 28581 14225 14356 6495 7861 14132 708 597 246 111 102 140 297 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=26 num_cat=0 split_feature=42 42 21 29 19 19 14 15 10 25 24 7 20 42 14 44 29 18 5 4 30 29 37 7 14 split_gain=4.72952 12.896 15.1114 11.7819 8.74241 10.398 9.46581 8.71466 8.17313 7.7439 7.50446 8.59846 6.72244 5.9802 5.98973 5.48973 6.79122 5.08613 5.77095 4.7456 6.54793 4.52412 4.00209 3.01525 1.1987 threshold=180500.00000000003 176500.00000000003 4220.2550000000001 1150.0833500000001 -0.34094999999999992 0.0078500000000000011 79.015000000000015 1.7153500000000002 0.74365000000000014 1999.9350000000002 1.0020500000000003 2088.1250000000005 327.51000000000005 183500.00000000003 173.92500000000004 93.500000000000014 987.62500000000011 5.5000000000000009 0.19445000000000004 2000.1250000000002 3.5000000000000004 1000.2531500000001 6250.0000000000009 12863.275000000003 80.00500000000001 decision_type=10 8 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 8 10 left_child=1 4 10 8 17 6 -6 -7 19 -5 11 -3 -12 24 -15 16 -10 18 -1 20 -2 -19 -17 -4 -11 right_child=3 2 23 9 5 7 -8 -9 15 13 12 -13 -14 14 -16 22 -18 21 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.027477699532122979 0.034599568262016267 0.011243504573280326 -0.046166248956390044 -0.043271254316343655 0.026006320092364445 -0.00047663083429540644 0.0012080857147770616 0.038136366760483147 0.0030202811696215717 -0.046936561761208424 0.06548672571154926 0.064959666918176687 0.0099531560163828685 0.0035917538120672369 -0.012825703782977135 -0.019881204386778172 -0.028492914731964844 0.0081380345858900818 0.026089436848108213 -0.028438293040225035 -0.0049865437651369394 -0.030686993650596933 -0.048203456407444147 -0.00023518771531603813 -0.011941158676471948 leaf_weight=7.1318088560365167 18.166288746520877 12.603572109714149 7.899761471897361 8.7027821487281454 80.476575145963579 843.95280522294343 73.954507010057569 13.86832787003368 54.022009071195498 5.9304634309373778 5.1668146261945358 20.278109789360315 57.274892329704016 684.62808424443938 59.378352589905262 82.481100698234513 23.75679659890011 8.4146958300843817 12.113938498776404 7.2013732565101227 22.084134395699948 41.995887752389535 15.155209787422789 6.3566342964768419 5.9457180881872773 leaf_count=289 451 161 92 182 1322 11106 781 273 1013 118 64 180 725 9470 591 1286 417 184 155 263 393 487 323 55 73 internal_value=0.000705688 0.00282693 0.0190942 -0.00184907 0.00115859 0.00234764 0.0142472 0.000185479 -0.0119395 0.00109737 0.0263076 0.0454573 0.015587 0.0016713 0.00225933 -0.016907 -0.00678116 -0.0158387 0.00561559 0.00629083 0.0131644 -0.0240767 -0.0247722 -0.027372 -0.0320927 internal_weight=2178.94 1191.49 109.58 987.452 1081.91 1012.25 154.431 857.821 222.867 764.585 95.3234 32.8817 62.4417 755.883 744.006 175.415 77.7788 69.6563 19.2457 47.4518 40.2504 50.4106 97.6363 14.2564 11.8762 internal_count=30454 15874 1277 14580 14597 13482 2103 11379 4146 10434 1130 341 789 10252 10061 3039 1430 1115 444 1107 844 671 1609 147 191 is_linear=0 shrinkage=0.05 Tree=120 num_leaves=21 num_cat=0 split_feature=37 7 10 20 20 29 1 20 44 2 19 29 17 29 44 41 42 18 29 37 split_gain=4.97349 10.664 5.01549 4.7273 5.68571 4.79214 4.62386 8.43314 4.61613 4.12452 3.90004 3.44551 3.41092 3.3354 3.20943 2.48693 2.44877 2.4124 2.27007 1.86422 threshold=8450.0000000000018 1313.4200000000003 1.0907000000000002 141.91000000000003 334.76000000000005 2750.0833500000003 1.5000000000000002 302.10500000000008 4.5000000000000009 12050.000000000002 -1.6609499999999999 1369.0238000000002 0.24275000000000002 9000.3333500000026 175.50000000000003 41.890000000000008 107500.00000000001 8.5000000000000018 3110.1852000000003 9004.0000000000018 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 8 10 10 10 10 left_child=2 14 6 13 -5 -6 8 -8 12 -9 -10 -4 -1 -3 15 -2 17 -13 -18 -17 right_child=1 3 11 4 5 -7 7 9 10 -11 -12 16 -14 -15 -16 19 18 -19 -20 -21 leaf_value=0.0032891398564866819 -0.0011817359708597892 0.054124265587517643 0.015518441671049849 -0.043414878022832629 -0.01414476526034584 0.0030943206048075151 0.027110049480356769 -0.031032223332840461 -0.037214730118222593 0.0066843458652777995 0.002942919836215285 0.01800858737999186 -0.01970518910816579 0 0.0085155608128162658 -0.0051929792387270914 -0.0063524450240451183 -0.021528280729351926 -0.038887841001472981 -0.03905068525322352 leaf_weight=25.824627537745982 6.7968288573902091 5.4268890097737286 7.123574166558682 7.2434808500111094 52.160403616027907 165.25101467268541 9.5812627756968123 31.963661723071709 5.0547900293022385 8.6280134660191816 1719.0271499748342 6.4607907533645612 39.516681093722582 5.3532647229731092 5.408223202219232 5.3697559395804992 8.7321545742452162 6.941893182694912 17.561388691887259 34.201360436854884 leaf_count=350 241 109 81 114 1046 2052 321 1365 95 222 22076 53 632 77 189 138 84 55 150 974 internal_value=0.000523887 -0.00559051 0.00145994 -0.00101038 -0.00263853 -0.00106454 0.00187694 -0.0129311 0.00230192 -0.0229272 0.00280078 -0.0145167 -0.0106293 0.029839 -0.0259087 -0.0301244 -0.0202783 -0.00219522 -0.0288946 -0.0348207 internal_weight=2173.63 287.211 1886.42 235.435 224.655 217.411 1839.6 50.1729 1789.42 40.5917 1724.08 46.8198 65.3413 10.7802 51.7762 46.3679 39.6962 13.4027 26.2935 39.5711 internal_count=30424 4940 25484 3398 3212 3098 25061 1908 23153 1587 22171 423 982 186 1542 1353 342 108 234 1112 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=23 num_cat=0 split_feature=30 26 36 23 14 19 34 36 36 17 36 7 5 43 32 32 17 11 20 43 17 32 split_gain=5.5224 8.01678 5.26917 4.84157 8.77151 7.29544 11.6473 7.214 7.10657 6.37336 6.03639 12.4212 5.94787 5.64246 5.63857 4.72475 7.1493 5.6745 4.44176 2.17349 1.63856 2.40429 threshold=5.5000000000000009 6.5000000000000009 99.645000000000024 10.500000000000002 107.88500000000001 0.11875000000000001 18.197400000000005 98.295000000000016 98.625000000000014 1.5202000000000002 98.335000000000022 4588.5850000000009 0.39385000000000003 2249.5000000000005 82.865000000000023 97.27500000000002 -0.97204999999999997 947.96000000000015 1047.7850000000001 764.50000000000011 0.63725000000000009 99.045000000000016 decision_type=10 10 10 8 10 8 8 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 left_child=3 2 15 8 5 7 -7 -5 10 12 13 -12 -10 -1 -6 16 -2 -17 -16 -11 -3 -22 right_child=1 20 -4 4 14 6 -8 -9 9 19 11 -13 -14 -15 18 17 -18 -19 -20 -21 21 -23 leaf_value=0.00086010772949834935 -0.040691280032606414 -0.047600167305217628 0.033514026600750965 0.0016754119030208835 0.027107962225466953 0.026838550375737947 0.001463782641432332 0.020177735489332993 -0.01759610946996612 -0.010787705862618841 -0.0021034271934842739 0.050978783749774929 0.016453318060997184 -0.013229399330275296 -0.020202750633854419 -0.020057177747896157 0.00075635609069997912 0.0201149920465984 -0.00087408982383064583 -0.046068781409647368 -0.038216453472146132 0.0057872750860133325 leaf_weight=726.8519720598124 9.8433118630200607 10.799372127279641 8.5297145433723909 509.93858116469346 9.717947803437708 97.211201609112322 84.85477408580482 57.916192455217242 34.461003887234256 7.3709106100723174 28.547297632787377 16.704663984943181 19.040435204282403 77.716423925710842 59.921845123171806 67.43787544965744 252.87778249010444 9.1462429948151094 59.327600203454494 16.458959570154548 5.2391596632078272 5.3964399108663201 leaf_count=11500 138 161 88 6676 78 1195 995 930 1030 217 624 215 251 1237 647 756 2514 108 632 274 99 78 internal_value=0.000545925 -0.00501385 -0.00312012 0.00168761 0.00434529 0.00642058 0.0151121 0.00360343 -0.0008283 -0.0152412 0.000493726 0.0180622 -0.00530709 -0.000509379 -0.00764022 -0.00415152 -0.000926002 -0.0149976 -0.0107154 -0.0362312 -0.0340126 -0.016881 internal_weight=2175.31 369.27 347.835 1806.04 878.888 749.921 182.066 567.855 927.152 77.3313 849.82 45.252 53.5014 804.568 128.967 339.305 262.721 76.5841 119.249 23.8299 21.435 10.6356 internal_count=30443 3942 3604 26501 11153 9796 2190 7606 15348 1772 13576 839 1281 12737 1357 3516 2652 864 1279 491 338 177 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=21 num_cat=0 split_feature=21 41 2 19 14 8 39 19 27 31 11 26 23 32 43 32 20 23 31 17 split_gain=4.64415 6.70882 5.75828 6.52958 5.72721 5.0166 5.80892 5.70402 4.44371 4.44196 4.13212 3.89421 3.19037 6.63323 6.7665 3.45871 3.10613 2.29832 2.04607 1.65862 threshold=79.565000000000012 36.930000000000007 10005.500000000002 -1.1455499999999998 328.01500000000004 220.86500000000004 0.35925000000000007 0.26965000000000006 8.5000000000000018 0.3514500000000001 1.0050000000000001 1.5000000000000002 6.5000000000000009 99.195000000000007 2194.5000000000005 98.925000000000026 1137.0550000000003 8.5000000000000018 0.85875000000000012 1.0000500000000001 decision_type=8 8 10 8 10 10 8 10 10 10 8 10 10 10 10 10 8 10 10 8 left_child=2 9 12 -4 5 6 -3 -7 17 -2 -5 -11 15 14 -14 19 -13 -6 -15 -1 right_child=1 4 3 10 8 7 -8 -9 -10 11 -12 16 13 18 -16 -17 -18 -19 -20 -21 leaf_value=-0.018380056254101149 0.017576801838755998 0.0021846158165547335 -0.028426531359699827 0.051342039866845594 -0.0051981506935736043 0.026755577327819132 -0.0052967827571114455 -0.0014393894122318861 0.014975280588078657 -0.049742006539950319 0 -0.02724512225420064 0.0035829748807889986 -0.043921368727717756 -0.03887732113674594 0.0031138316777828846 0.018096395106733699 -0.035748780965264855 -0.0046283816499401494 -0.043071168325817921 leaf_weight=19.259318112162877 5.12037110840902 1548.2989422352985 5.1263958113268018 9.4338248469866812 9.7780398000031727 39.654016763903201 310.43407902237959 31.353995872661471 7.3004441410303107 12.264239359181376 6.1922929026186475 8.9926314251497352 84.68249384011142 12.592985093593599 9.5302507188171131 9.6620381753891689 5.0760412192903468 20.304119205102324 5.1145056656096122 14.282422793097789 leaf_count=554 88 20361 128 129 101 339 4293 328 83 268 172 283 1559 331 199 340 111 208 153 399 internal_value=-5.31936e-06 0.000679317 -0.00777332 0.0163289 0.00105321 0.00143529 0.000930254 0.0143894 -0.0180634 -0.0218625 0.032139 -0.0300768 -0.0111137 -0.00648876 -0.00102286 -0.0225637 -0.0104386 -0.0264661 -0.0336936 -0.0299811 internal_weight=2174.45 1998.58 175.877 20.7525 1967.12 1929.74 1858.73 71.008 37.3826 31.4533 15.6261 26.3329 155.124 111.92 94.2127 43.2038 14.0687 30.0822 17.7075 33.5417 internal_count=30427 26463 3964 429 25713 25321 24654 667 392 750 301 662 3535 2242 1758 1293 394 309 484 953 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=19 num_cat=0 split_feature=25 31 33 11 27 31 20 11 43 33 37 3 12 44 32 24 33 27 split_gain=6.52662 5.59805 5.78441 5.99586 5.92613 5.60062 5.55647 5.54941 4.58397 4.56969 6.80889 4.23694 3.93629 3.78657 3.45357 2.22515 2.20888 0.50696 threshold=999.06500000000017 0.40905000000000008 0.94945000000000013 5263.7150000000011 1.0000000180025095e-35 0.34340000000000009 6055.5800000000008 309.65000000000003 148.50000000000003 0.9305500000000001 7050.0000000000009 5.5000000000000009 562.66500000000008 246.50000000000003 83.095000000000013 1.4265500000000004 0.87835000000000008 7.5000000000000009 decision_type=8 8 10 10 8 10 10 10 10 8 8 10 10 10 10 10 10 10 left_child=6 5 9 4 -4 7 16 8 -2 12 -11 15 -3 -5 -9 -7 17 -1 right_child=1 2 3 13 -6 11 -8 14 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.049018804309931802 0.0083923684233004857 0.00096589575337682689 0.0065354003524310637 -0.027417577028461329 0.026007104982664522 -0.029858312318636317 0.021479280383496498 0.0061558069371171259 -0.014663321475915229 -0.035625788654900049 0.025860027197871865 0.015571338032947434 -0.026584696817844825 0.0048284968767306966 -0.023572755349858015 -0.0012732726612375118 -0.0069318781319472949 -0.025074878515609064 leaf_weight=9.9423436187207752 97.921272829174995 1652.2690227914136 127.75576708442532 15.429360597394405 56.663507332094014 41.774754116777331 5.4287581089884034 12.270573175512252 26.497999132610857 17.752443705219779 5.0314655760303131 6.4449084186926475 12.057976141571997 19.400837829802185 37.669438585639 8.6451572242658568 8.3480957858264428 9.7313134190626425 leaf_count=168 1077 21472 2333 506 718 704 70 270 385 335 99 71 125 454 936 180 206 232 internal_value=0.000187948 0.000537931 0.00143226 0.0090542 0.0126531 -0.00678835 -0.0213983 -0.00226896 0.00336449 0.000434004 -0.021321 -0.0202806 0.000747447 -0.00968311 -0.0161927 -0.0251744 -0.0303313 -0.0392029 internal_weight=2171.03 2137.58 1906.36 219.249 184.419 231.224 33.4505 174.359 124.419 1687.11 22.7839 56.8648 1664.33 34.8302 49.94 50.4199 28.0218 19.6737 internal_count=30341 29665 26042 4011 3051 3623 676 2668 1462 22031 434 955 21597 960 1206 884 606 400 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=14 num_cat=0 split_feature=43 44 33 43 36 43 20 19 19 15 36 21 17 split_gain=4.51911 5.005 4.2738 12.2588 10.3985 4.24941 6.11756 4.11812 4.45503 3.15175 2.94991 2.58496 3.29491 threshold=2402.5000000000005 1858.5000000000002 0.35495000000000004 457.50000000000006 98.215000000000018 2382.5000000000005 9532.1000000000022 -1.6609499999999999 -0.15229999999999996 1.7663500000000003 98.195000000000007 482.13500000000005 3.2594000000000007 decision_type=10 10 8 10 10 8 10 8 8 10 10 10 8 left_child=2 9 3 10 -5 7 -7 -4 -9 11 -1 -2 -13 right_child=1 -3 5 4 -6 6 -8 8 -10 -11 -12 12 -14 leaf_value=0.0080988131994031154 -0.042246248191403026 0.020771865821396698 -0.032831598385163883 -0.0035656885551424221 0.084481275494209765 -0.0068022639291155616 0.055018153528552022 0.0069751120157594357 -0.00099574702802419793 0.0074773025852344953 -0.038008636598481908 -0.023087759175484682 0.015873907351194642 leaf_weight=6.0879646101966518 13.653096222551538 8.2082728520035726 8.7466935627162439 5.0602124901488406 7.9754576778504997 7.0605465741828066 7.3568426654674113 192.34702454903163 1872.624971750658 8.595329628325997 5.9334331611171365 25.739460804732524 5.8913188143633262 leaf_count=93 324 124 208 86 188 118 65 3502 24845 200 139 431 104 internal_value=-0.000349471 -0.0135364 4.18279e-05 0.0201682 0.0521278 -0.000206827 0.0259414 -0.000403447 -0.000247844 -0.0191375 -0.0154458 -0.0243497 -0.0154137 internal_weight=2175.28 62.0875 2113.19 25.0571 13.0357 2088.14 14.4174 2073.72 2064.97 53.8792 12.0214 45.2839 31.6308 internal_count=30427 1183 29244 506 274 28738 183 28555 28347 1059 232 859 535 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=17 num_cat=0 split_feature=3 0 0 0 42 44 34 18 16 33 21 7 35 19 24 44 split_gain=4.60083 8.40774 6.73205 9.41092 16.8707 6.91799 6.64066 6.32203 5.26025 5.10023 4.74084 9.03915 4.66997 3.10747 3.04064 0.595366 threshold=7.5000000000000009 9.5000000000000018 11.500000000000002 2.5000000000000004 86500.000000000015 90.500000000000014 10.853650000000002 3.5000000000000004 102.24500000000002 0.55205000000000015 149.16500000000002 675.2750000000002 3.5000000000000004 0.017150000000000002 1.0895500000000002 80.500000000000014 decision_type=8 10 10 10 10 8 10 10 10 8 8 10 10 8 8 10 left_child=2 9 3 8 7 -4 -6 -5 12 -2 -11 -12 -1 -10 -3 -16 right_child=1 14 5 4 6 -7 -8 -9 13 10 11 -13 -14 -15 15 -17 leaf_value=0.0017446372510971032 -0.023169108320680355 0.0015239780794767182 0.062851139094401848 0.068589224101232082 -0.031404576851100097 -0.0078760731480640601 -0.0091932344174913295 0.00964751595517397 0.0079866083943058355 -0.019799221962154112 0.055209388240499896 0.013403720726219846 -0.0036292383468285484 -0.031945422980697538 -0.017163979798043762 -0.048437375270040058 leaf_weight=1268.3562847964931 6.9074766822159281 8.8291972009465081 7.2572559011168751 5.1068651624955264 64.156082309549674 5.4084148379042754 73.829109815880656 20.767673612572253 5.7206823588348925 6.4128837771713725 15.754022330045698 64.36442631483078 592.18410142324865 19.220555354841057 5.0301829949021357 5.5392382349818945 leaf_count=18378 86 87 81 118 1709 68 1808 370 75 78 170 480 6534 240 45 64 internal_value=-0.000506196 0.00927517 -0.00104811 -0.00128309 -0.0127396 0.0339175 -0.019708 0.0235862 -0.000278571 0.0155246 0.0188999 0.022265 3.04908e-05 -0.0226388 -0.0198673 -0.036756 internal_weight=2174.84 112.837 2062.01 2049.34 163.86 12.6657 137.985 25.8745 1885.48 93.4388 86.5313 80.1184 1860.54 24.9412 19.3986 10.5694 internal_count=30391 1010 29381 29232 4005 149 3517 488 25227 814 728 650 24912 315 196 109 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=22 num_cat=0 split_feature=40 11 24 12 21 11 17 33 10 20 21 14 22 4 17 43 31 19 11 20 12 split_gain=5.70089 8.15522 7.07109 10.3168 8.28674 5.73908 6.25255 9.26226 5.41194 6.49867 6.72004 5.29315 4.87901 5.91772 4.68836 4.66591 4.35781 10.1118 4.27546 1.88277 0.725034 threshold=7.0000000000000009 48784.830000000009 1.3384500000000001 84.00500000000001 1167.0000000000002 44902.67500000001 1.6092500000000001 0.50375000000000014 -0.58819999999999995 13403.210000000001 4220.2550000000001 89.295000000000016 989.09000000000015 526.80000000000007 1.3744500000000002 345.50000000000006 0.62445000000000006 0.21825000000000003 19048.610000000004 327.51000000000005 21.345000000000002 decision_type=10 8 10 10 10 8 8 8 8 10 10 10 10 10 10 10 8 10 10 10 8 left_child=1 8 5 12 15 6 14 -8 9 10 -1 -6 19 -14 -2 -5 17 -10 -18 -4 -3 right_child=2 20 3 4 11 -7 7 -9 16 -11 -12 -13 13 -15 -16 -17 18 -19 -20 -21 -22 leaf_value=-0.030938296841899172 0.0040353756902676606 -0.044637550031248571 -0.0035486198539506813 -0.014069722825195963 0.049689146567059361 0.053934701027140534 0.068004501304453346 0.010231543961697629 -0.011929048018609466 0.029340283472754077 0.0186072469363763 0.008401227035199221 0.026725730329812548 -0.026796762246518693 -0.010092803128085187 0.013622203095417694 0.0011371870685139497 0.014081921638560825 -0.01100055455234944 -0.029497896793688663 -0.015201654423755234 leaf_weight=41.383758079726249 340.46791624091566 10.664124390110372 8.9271659571677429 45.503066003322601 12.472233612090347 5.1256455020047715 6.2860235264524809 191.7091183392331 200.91831246996298 5.7444965336471787 7.3350865244865409 20.404732776805758 10.607984952628614 8.280344848521052 69.816929462365806 21.53402531798929 987.77126372582279 44.802443782798946 77.277859357418492 51.329953769221902 5.0425304528325787 leaf_count=555 3995 336 133 575 144 70 86 2264 4273 41 82 241 154 142 883 255 13294 685 1418 702 70 internal_value=-0.000280901 -0.00222239 0.00309455 -0.00561134 0.00502336 0.00564902 0.00514608 0.0124234 -0.00179229 -0.0170978 -0.023154 0.0252162 -0.0189942 0.00284331 0.00160038 -0.00503141 -0.00113998 -0.00712833 0.000242313 -0.0258558 -0.0369622 internal_weight=2173.41 1380.94 792.465 179.06 99.9141 613.406 608.28 197.995 1365.23 54.4633 48.7188 32.877 79.1454 18.8883 410.285 67.0371 1310.77 245.721 1065.05 60.2571 15.7067 internal_count=30398 20754 9644 2346 1215 7298 7228 2350 20348 678 637 385 1131 296 4878 830 19670 4958 14712 835 406 is_linear=0 shrinkage=0.05 Tree=127 num_leaves=23 num_cat=0 split_feature=31 43 40 25 4 34 5 8 27 29 36 30 12 39 25 8 43 8 31 36 31 41 split_gain=4.77553 5.46804 5.1063 4.83446 8.04241 5.04868 4.44699 4.34842 9.41546 4.6939 3.555 7.09009 3.20342 2.98804 2.4015 3.32341 2.1574 2.48407 2.15863 2.13717 1.80381 1.19033 threshold=0.40905000000000008 315.50000000000006 7.0000000000000009 49856.770000000011 26664.710000000003 157.85725000000005 0.018950000000000005 64.27500000000002 2.5000000000000004 1268.1250000000002 94.875000000000014 3.5000000000000004 122.09500000000001 0.32285000000000003 17719.110000000004 45.925000000000004 1993.5000000000002 142.69500000000002 0.83625000000000016 97.435000000000016 0.85405000000000009 75.405000000000015 decision_type=8 10 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 8 8 10 8 8 left_child=1 7 21 4 5 6 -2 14 9 -9 16 20 -4 -7 15 -1 17 -5 -18 -13 -12 -3 right_child=3 2 12 10 -6 13 -8 8 -10 -11 11 19 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 leaf_value=-0.0099131107077230149 -0.0095481092160098029 -0.019438687683243243 -0.019999764150379962 0.0059964887821547901 0.053317884428505657 -0.049670419201775153 0.0020679993189372465 0.024170242683972332 0.054619233411628533 -0.0049110688120253517 -0.037338235093425119 0.046219120764237988 0.028327975709426224 0 0.016068987798749247 -0.038644429798265073 -0.056152155875733835 -0.034549907498358172 -0.012356150067621367 0.0050445636411070131 -0.003047571114407034 -0.047465001700751776 leaf_weight=43.394466360798106 85.262870688922703 9.0874477804172802 6.4905939265154284 8.5484634842723626 6.4707059077918521 6.6822849828749868 1788.4459974078927 14.734370036050676 6.9442090075463048 115.40942948823795 8.3334999606013298 5.6914437767118198 5.3007786497473717 5.3217946551740178 5.0675857588648787 12.958819403313099 7.5783714614808533 5.2537241149693719 5.7512639919295916 7.0703794900327921 7.4199527166783819 13.792797232512383 leaf_count=898 2912 199 154 81 91 66 23158 238 67 1422 102 49 52 55 64 283 64 45 48 59 70 351 internal_value=0.000278033 -0.00646532 -0.0245167 0.00109077 0.00152326 0.00131472 0.00153193 -0.00318032 0.00175624 -0.00142127 -0.0132945 -0.000649583 0.00185111 -0.0297161 -0.0141302 -0.0171658 -0.0259109 -0.0103909 -0.0397856 0.0257949 -0.0226316 -0.0378232 internal_weight=2181.01 233.18 34.6716 1947.83 1892.18 1885.71 1873.71 198.509 137.088 130.144 55.6471 28.5153 11.7914 12.0041 61.4209 56.3533 27.1318 13.8022 13.3296 12.7618 15.7535 22.8802 internal_count=30528 3728 756 26800 26282 26191 26070 2972 1727 1660 518 280 206 121 1245 1181 238 126 112 108 172 550 is_linear=0 shrinkage=0.05 Tree=128 num_leaves=14 num_cat=0 split_feature=14 41 41 4 40 11 3 37 6 26 26 32 17 split_gain=6.24185 4.46549 6.52061 5.90339 4.2547 6.64576 3.96562 3.96433 3.36058 1.9223 1.25218 1.21347 1.67032 threshold=7.4400000000000004 17.425000000000004 36.930000000000007 8345.2850000000017 1.5000000000000002 17503.890000000003 1.0000000180025095e-35 1450.0000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 93.595000000000013 1.0116500000000002 decision_type=10 10 10 10 10 10 10 8 10 10 10 8 8 left_child=7 3 8 -2 5 -4 -6 -1 10 11 -3 12 -9 right_child=1 2 4 -5 6 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=0.016988095352489057 -0.0065882950281842718 -0.041233085959681906 0.01122447602785917 0.060148843064485084 0.0018339822185477195 -0.033247503339454497 -0.0028811417527871237 -0.036713833597350788 0.0051627707695832727 -0.0046282009519235711 -0.012383535925410444 -0.048012862040448336 0 leaf_weight=5.0783091727644196 5.5802515698596817 13.972104024142032 147.52664229925722 6.2056908146478236 1256.8285617178772 7.8979226117953649 689.6782169630751 5.6713919425383228 7.4163084533065549 7.6025840393267563 7.3273472331929943 10.235122803831475 5.3668606719002128 leaf_count=81 145 255 1856 109 14046 138 12334 208 199 462 164 360 103 internal_value=0.000305161 0.00064907 0.000469673 0.030116 0.000800403 0.00873456 0.00016015 -0.0206494 -0.0227831 -0.027783 -0.032533 -0.0352541 -0.0200027 internal_weight=2176.39 2142.43 2130.65 11.7859 2101.93 155.425 1946.51 33.9543 28.7158 28.876 21.2995 21.2734 11.0383 internal_count=30460 29246 28992 254 28374 1994 26380 1214 618 1133 419 671 311 is_linear=0 shrinkage=0.05 Tree=129 num_leaves=30 num_cat=0 split_feature=8 24 39 32 32 20 42 3 19 25 34 20 33 36 17 34 44 36 10 20 44 4 20 6 30 24 23 25 17 split_gain=3.93118 14.0142 10.7056 9.06654 8.22855 8.08123 8.80753 6.33182 6.93009 6.73834 6.3041 5.43203 11.9046 11.0139 8.41969 10.198 8.32198 5.50823 6.48513 6.7509 5.4587 4.31316 5.19722 4.4878 3.96123 6.11971 4.88483 3.60539 1.69047 threshold=127.92500000000003 0.67595000000000016 0.48725000000000007 91.355000000000004 89.445000000000007 1602.0100000000002 119500.00000000001 1.0000000180025095e-35 0.54410000000000014 10763.060000000003 34.263300000000008 366.49500000000006 0.50405000000000011 96.995000000000019 -0.31354999999999994 11.080600000000002 19.500000000000004 94.625000000000014 -0.34349999999999997 12997.160000000002 10.500000000000002 775.85000000000002 3535.1650000000004 2.5000000000000004 5.5000000000000009 0.53525000000000011 10.500000000000002 15965.320000000002 0.26925000000000004 decision_type=8 10 8 8 10 10 10 10 8 10 10 10 8 10 8 10 10 10 8 10 10 10 10 10 10 8 10 10 10 left_child=11 2 24 28 5 6 -3 8 -6 -9 -5 12 13 -1 16 -16 -14 21 19 -19 -20 23 -23 -13 25 -2 -26 -7 -4 right_child=1 4 3 10 7 27 -8 9 -10 -11 -12 17 14 -15 15 -17 -18 18 20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 leaf_value=0.089660055381728374 0.07816965188949096 0.074361123152719213 -0.0086181981856462246 0.033433481793273039 0.0031180716644103857 -0.033556815261281576 0.01429845038221547 -0.0022039407373529575 -0.038170956195823169 -0.037739967264281138 -0.0041267580392422513 -0.0023277721203041552 0.0076000530466402557 0.0024513195268736085 -0.01160408115359104 0.010077905905964827 0.081109905932347751 -0.033030962290157596 -0.020903425692584274 0.022292607111045335 0.0025594459671553329 -0.025506427553049577 0.0037524827388505256 -0.014423588646877801 -0.0026155386434379697 0.020229648804076884 0.046584761974898942 0.0050055371978749933 -0.047941624499838895 leaf_weight=6.923193777445702 11.901056269183753 7.8358665211126235 6.0990902706980687 24.643329482525587 107.21048021689057 6.7715344317257395 22.975392574444413 25.332259255461395 10.211186468601225 28.269101963378489 19.065535461530089 639.44088697806001 10.213970931246875 6.9970092684961855 96.188895646948367 121.65006644418463 5.6053222096525124 24.357056553941224 24.600260543636978 6.1716838777065268 755.9380064192228 49.137263478012756 21.033538671210408 86.575635889079422 9.7618881426751631 8.891713213175537 8.8555140383541566 26.228591315448284 5.7797837816178799 leaf_count=105 81 67 53 269 916 57 216 264 103 351 204 7205 156 198 2120 1909 90 281 422 42 11732 1425 402 1371 87 72 76 205 60 internal_value=-4.63397e-05 0.00497246 0.021072 0.00659728 -0.00158086 0.0135834 0.0315881 -0.00731404 -0.000722281 -0.021385 0.0172123 -0.000943691 0.00593072 0.0492619 0.00312903 0.00047189 0.0372182 -0.00200875 0.000886031 -0.0213358 0.00178777 -0.00496131 -0.0167364 -0.0037949 0.0406963 0.0556871 0.0217138 -0.00351452 -0.0303765 internal_weight=2184.67 329.832 94.9979 55.5877 234.834 63.8114 30.8113 171.023 117.422 53.6014 43.7089 1854.83 247.578 13.9202 233.658 217.839 15.8193 1607.25 811.067 30.5287 780.538 796.187 70.1708 726.017 39.4102 20.7928 18.6174 33.0001 11.8789 internal_count=30539 3081 902 586 2179 545 283 1634 1019 615 473 27458 4578 303 4275 4029 246 22880 12477 323 12154 10403 1827 8576 316 153 163 262 113 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=23 num_cat=0 split_feature=39 5 8 39 29 44 21 45 29 32 30 21 37 18 32 8 0 4 10 0 46 21 split_gain=4.06788 6.33003 9.16063 6.99329 10.7275 10.5856 4.67496 7.65893 5.93499 5.36357 7.02411 5.78564 5.48804 5.3591 4.33718 4.12881 7.89865 7.09657 5.84078 5.33345 3.94827 2.89751 threshold=0.65825000000000011 1.2213500000000004 131.67500000000004 0.31745000000000007 10001.000000000002 22.500000000000004 10150.055000000002 1.0000000180025095e-35 9339.1375000000025 93.995000000000019 4.5000000000000009 1885.3450000000003 2924.3400000000006 11.500000000000002 97.27500000000002 25.935000000000006 15.500000000000002 64.110000000000014 0.9951000000000001 2.5000000000000004 0.41500000000000004 1.0000000180025095e-35 decision_type=10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 left_child=1 15 -3 4 -4 -5 9 8 -8 10 11 -2 -12 20 -15 17 19 18 -1 -17 -11 -19 right_child=6 2 3 5 -6 -7 7 -9 -10 13 12 -13 -14 14 -16 16 -18 21 -20 -21 -22 -23 leaf_value=0.041505915702537817 -0.00059935002765870867 0.049627065787229675 -0.022529958362540438 -0.014496538804855838 0.01998653006271503 0.033500415355204032 0.072256650465912273 -0.027750486088851167 0.003920623264787447 -0.032886118651157946 0.012315023831672002 0.065885484528931754 -0.028273931128348036 0.028827118138482329 -0.024653458294967543 0.0012105770269754876 0.052068622554296895 -0.0078369377110222016 -0.0041782490345670638 -0.0096637591104033315 0.010782876267544199 -0.044878503257108959 leaf_weight=6.1078307833522549 6.383049199357627 12.654653003439305 36.095003032125533 15.599514644592999 23.687348250299692 37.1049551256001 5.0695453668013224 6.4258951270021489 7.2755304612219343 49.258277950808406 13.357018876820801 5.3771872166544199 18.884517931379378 7.8178210984915477 5.6240823175758123 1351.7865506492089 6.4077537525445214 9.4573200535960513 405.70759783405811 121.98021691874601 5.1117575657553962 14.079585229745133 leaf_count=77 82 94 324 157 176 335 61 121 88 716 134 50 226 94 75 17383 55 671 5710 2801 106 882 internal_value=-0.000528317 1.8663e-05 0.0108704 0.00606733 -0.00554987 0.0191957 -0.00904924 0.0134004 0.0356694 -0.0129477 0.000562924 0.032189 -0.0114437 -0.0216679 0.00594699 -0.000692972 0.000563683 -0.00496849 -0.00338967 0.000301201 -0.0285696 -0.0311246 internal_weight=2171.25 2040.67 125.141 112.487 59.7824 52.7045 130.585 18.771 12.3451 111.814 44.0018 11.7602 32.2415 67.8119 13.4419 1915.53 1480.17 435.352 411.815 1473.77 54.37 23.5369 internal_count=30418 28665 1086 992 500 492 1753 270 149 1483 492 132 360 991 169 27579 20239 7340 5787 20184 822 1553 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=10 num_cat=0 split_feature=14 41 4 29 3 3 26 43 32 split_gain=4.95389 4.80079 7.15872 5.01081 4.15278 5.54634 5.10568 1.00845 0.77386 threshold=2.8250000000000006 17.425000000000004 8345.2850000000017 47600.000000000007 5.5000000000000009 1.0000000180025095e-35 11.500000000000002 1885.5000000000002 91.615000000000023 decision_type=8 8 10 10 8 10 8 10 10 left_child=8 2 -2 4 5 -3 -6 -5 -1 right_child=1 3 -4 7 6 -7 -8 -9 -10 leaf_value=-0.041002441658189108 -0.0076619848321259525 0.00092242041442882033 0.060203462374055321 -0.014036554933797832 0.0056935374629579795 -0.0048664058755361764 0.05279022906601688 -0.04613497562084079 -0.013177511051747626 leaf_weight=6.8613353236578387 6.8993524103425425 1373.0742588429712 7.0560453413054347 7.0594375617802125 155.61600358551368 590.60636845324188 5.0376290353015056 5.4338402487337589 6.731700649484992 leaf_count=174 228 15771 134 70 1631 12024 55 51 300 internal_value=-0.000376742 -0.000177328 0.0280485 -0.00037704 -0.000181663 -0.000817702 0.00751871 -0.0307525 -0.0294126 internal_weight=2164.38 2150.78 13.9554 2136.83 2124.33 1963.68 160.654 12.4933 13.593 internal_count=30438 29964 362 29602 29481 27795 1686 121 474 is_linear=0 shrinkage=0.05 Tree=132 num_leaves=19 num_cat=0 split_feature=31 31 39 39 6 39 24 37 21 34 9 41 10 10 41 44 17 44 split_gain=3.79183 9.24628 9.38709 6.33485 5.7313 5.25524 5.10469 6.74754 6.42798 4.42887 4.21684 4.22185 8.29941 10.1881 5.21012 5.8528 4.02299 2.37835 threshold=0.62445000000000006 0.63005000000000011 0.16075000000000003 0.34965000000000007 13.500000000000002 0.32945000000000008 -0.054099999999999995 3110.0000000000005 730.25500000000011 11.300050000000002 5.5000000000000009 59.480000000000011 0.51790000000000014 0.0016500000000000002 72.745000000000019 16.500000000000004 -1.8965499999999997 8.5000000000000018 decision_type=8 8 10 10 8 10 10 10 10 10 8 10 8 10 10 10 8 10 left_child=10 2 -2 4 5 -3 7 -5 -8 -6 11 12 13 -1 15 -13 -16 -14 right_child=1 3 -4 6 9 -7 8 -9 -10 -11 -12 14 17 -15 16 -17 -18 -19 leaf_value=-0.013448048736292059 -0.0099209577045205576 0.0014384945769970504 0.06718074137115948 0.030107079698770634 0.0064844823784690163 0.020093911904046202 -0.027217460160557195 -0.0069668229010703756 -0.0051609960151188135 0.063805848039445584 0.036706840927630539 -0.011876618755093301 0 0.059755082364362291 0.018651860366075454 0.035379109469079559 -0.0043177995235862089 -0.03248586482706111 leaf_weight=13.670863849110903 5.8001457983627907 1218.3150295701344 9.4826900158077461 19.912600918672979 7.7800336703658086 38.030885230749846 39.984378674067557 28.64988556643948 179.48907478107139 5.6658190954476595 5.4935943086165926 9.3668451020494121 6.2448165945243082 6.0326057814527294 18.771345005836338 17.342190453782678 499.30908198701218 37.510966599453241 leaf_count=257 108 15958 121 228 71 485 576 396 2354 39 153 157 136 214 322 268 8007 614 internal_value=-9.89691e-07 0.00131158 0.0387998 0.000910804 0.00238868 0.00202272 -0.00605474 0.00843484 -0.00930722 0.0337296 -0.00332739 -0.00375684 -0.0158735 0.0105267 -0.00230978 0.0187956 -0.00344159 -0.0278429 internal_weight=2166.85 1553.11 15.2828 1537.83 1269.79 1256.35 268.036 48.5625 219.473 13.4459 613.742 608.249 63.4593 19.7035 544.789 26.709 518.08 43.7558 internal_count=30464 20336 229 20107 16553 16443 3554 624 2930 110 10128 9975 1221 471 8754 425 8329 750 is_linear=0 shrinkage=0.05 Tree=133 num_leaves=20 num_cat=0 split_feature=14 39 14 41 43 29 40 40 11 34 21 21 6 43 11 34 19 21 29 split_gain=4.47614 4.80263 5.84393 4.89033 6.01845 5.61976 4.13219 5.68511 6.75054 8.4123 5.50949 6.1132 5.54033 3.80655 3.86534 4.30115 3.3532 1.64182 1.10384 threshold=173.92500000000004 1.4222500000000002 459.95500000000004 78.340000000000018 624.50000000000011 7000.5000000000009 3.5000000000000004 1.5000000000000002 20420.335000000003 18.197400000000005 12835.750000000002 18816.530000000002 16.500000000000004 2296.5000000000005 43139.295000000006 4.9392500000000004 0.041850000000000005 178.63500000000002 5656.1548000000012 decision_type=10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 8 10 8 10 left_child=6 2 3 5 -5 -2 7 8 9 -1 12 -12 -9 14 15 -8 -15 -4 -3 right_child=1 18 17 4 -6 -7 13 10 -10 -11 11 -13 -14 16 -16 -17 -18 -19 -20 leaf_value=0.0010301000190692535 -0.018966053929401622 -0.013368057666711858 0.04609521838384667 -0.01915757365034202 0.011654419867183748 0.040234648642636067 -0.0085977312913481634 -0.0034801891765034996 -0.036512482353207455 0.026147547581721827 0.049278626266760189 -0.004730370991393275 0.032959105810351816 0.00057922194523483169 0.037936702806651429 0.0037257050484088665 0.049664628175678099 0.0082748568084577666 -0.042296849687654889 leaf_weight=90.460495067294687 5.7357116825878611 7.3317351336590972 5.1113991141319248 74.052750946953893 19.148329917341471 9.107845136895774 76.356842115521431 945.10965212271549 7.0984302225988349 52.282141922507435 9.704384079435842 9.6514456369914097 9.5311221461743099 6.3914713780395669 6.8641166491433969 817.33762461598963 7.3015822116285563 7.2052059490233669 10.424346376210449 leaf_count=1317 61 90 46 797 231 87 1141 15155 154 581 151 158 70 88 97 10024 67 69 117 internal_value=0.000306781 -0.00836751 -0.00460998 -0.00842844 -0.0127176 0.01729 0.000900888 -0.00112613 0.00790048 0.0103825 -0.00252661 0.023193 -0.00307704 0.00339656 0.00297499 0.00265877 0.0286922 0.0266286 -0.0319679 internal_weight=2176.21 138.117 120.361 108.045 93.2011 14.8436 2038.09 1123.84 149.841 142.743 973.997 19.3558 954.641 914.252 900.559 893.694 13.6931 12.3166 17.7561 internal_count=30501 1498 1291 1176 1028 148 29003 17586 2052 1898 15534 309 15225 11417 11262 11165 155 115 207 is_linear=0 shrinkage=0.05 Tree=134 num_leaves=28 num_cat=0 split_feature=40 31 36 43 31 18 43 30 6 0 44 37 24 8 8 2 23 45 33 19 39 5 33 44 44 20 37 split_gain=4.53012 6.56056 5.57327 5.16063 9.19547 5.2693 4.94369 5.85537 4.88384 5.30209 5.53676 5.0561 4.40423 6.2879 12.9708 6.12415 4.73913 8.14133 3.99641 2.60134 4.57293 2.54001 2.00544 1.61868 1.51884 1.09207 1.05473 threshold=3.5000000000000004 0.40905000000000008 73.160000000000011 219.50000000000003 0.53735000000000011 1.5000000000000002 572.50000000000011 1.5000000000000002 8.5000000000000018 4.5000000000000009 37.500000000000007 4130.0000000000009 1.5176500000000004 55.655000000000008 58.795000000000009 11479.500000000002 5.5000000000000009 1.5000000000000002 0.89705000000000013 0.024150000000000001 0.11155000000000002 0.71225000000000016 0.88205000000000011 5.5000000000000009 6.5000000000000009 1024.2300000000002 3275.0000000000005 decision_type=8 8 8 10 10 8 10 10 10 10 8 10 10 8 8 10 10 10 10 8 10 10 10 10 10 8 10 left_child=1 19 3 4 5 -2 21 -8 9 10 -4 -11 13 15 -15 -3 17 -14 -18 24 -21 -5 25 -22 -1 -10 -26 right_child=2 12 8 6 -6 -7 7 -9 22 11 -12 -13 16 14 -16 -17 18 -19 -20 20 23 -23 -24 -25 26 -27 -28 leaf_value=-0.0074896031518767994 0.033860899692389139 -0.0057009882176211855 -0.0037009958221860375 -0.030615302598115138 0.068728461729485671 -0.0042891866294318846 -0.014808666967791477 0.050660781925110678 -0.042083040405787885 0.038740148422711368 0.0043381412636516068 -0.0052766792817427587 -0.0040323616966068208 0.037654051611389849 0.0013819277605238815 0.03737582431618882 -0.0095018035198886075 0.055183540179932766 -0.032037242594172483 0.021959769452423297 0.0013139745933377128 0.0033268664574165048 0.0028668283608982211 -0.027061381183347034 -0.017531329643813442 -0.010275602132238788 -0.050363359900377692 leaf_weight=5.5952957954723415 15.551414508372543 436.59331342950463 390.62641500355676 10.870862441137435 8.8835648475214821 19.107122347690165 5.1250595357269031 7.0896290205419064 9.2387576438486576 16.922416568733755 471.20832251594402 9.6293660257942957 37.236296255141497 24.963576277717948 497.67042260663584 7.3954182907473287 103.00821673544124 5.8333393414504817 24.274731226731092 7.5616174340248099 6.1552285649813738 9.5122620016336423 5.0279328711330882 18.988324965815991 5.8280003962572655 5.4270623773336419 10.102239274652673 leaf_count=182 219 7768 5128 173 101 157 73 61 104 246 5527 154 724 374 5834 210 1604 149 389 219 140 69 41 384 126 56 266 internal_value=-0.000580845 -0.00265559 0.0019253 0.0148321 0.0258965 0.0131582 -0.000129002 0.0237707 0.000822468 0.00138559 0.000688543 0.0229832 -0.00183155 -0.000515871 0.00319261 -0.00488985 -0.0092213 0.00494457 -0.0140549 -0.0194954 -0.00989459 -0.0151267 -0.023178 -0.0201392 -0.0327737 -0.0320392 -0.0403922 internal_weight=2175.43 1191.21 984.22 76.1399 43.5421 34.6585 32.5978 12.2147 908.08 888.387 861.835 26.5518 1136.98 966.623 522.634 443.989 170.353 43.0696 127.283 54.2307 32.7052 20.3831 19.6938 25.1436 21.5255 14.6658 15.9302 internal_count=30478 18369 12109 853 477 376 376 134 11256 11055 10655 400 17052 14186 6208 7978 2866 873 1993 1317 743 242 201 524 574 160 392 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=15 num_cat=0 split_feature=34 14 18 42 20 29 26 32 29 31 23 29 34 20 split_gain=4.52067 3.96703 5.70316 6.16155 6.12232 4.46162 3.37315 2.28696 4.14423 2.12689 1.23024 1.65368 0.187289 0.0700797 threshold=1.1293000000000002 7.4400000000000004 1.5000000000000002 84500.000000000015 15098.020000000002 47600.000000000007 19.500000000000004 96.585000000000022 2240.4838500000005 0.8458500000000001 9.5000000000000018 2145.5454500000001 101.51305000000001 1196.2100000000003 decision_type=8 8 8 10 10 10 10 10 10 8 10 8 10 8 left_child=9 7 3 -3 -5 6 -4 8 -2 10 -1 -12 -7 -9 right_child=1 2 5 4 -6 12 -8 13 -10 -11 11 -13 -14 -15 leaf_value=-0.024170209390633343 0.015040278747122557 0.047192944566718582 0.00025925029068228156 0.0045915452466055396 0.048935445097799547 -0.015940946980785752 -0.023658931509837833 -0.042477073009162432 -0.0334056617100311 -0.045422390835722137 0.019255402275325434 -0.014245786235329334 -0.036988871640299313 -0.021717308276155298 leaf_weight=9.5548592277336901 9.8789269423577988 9.2350968951359373 1939.482253690483 151.82632947596721 7.2673839386552563 5.6689104149118048 13.852253892458974 5.110339853446928 6.3988937991671255 5.4106574098113915 5.0360249527730039 8.3984144274145365 6.2674454133957624 7.2181312302127489 leaf_count=276 300 118 25224 3150 99 52 293 346 157 139 96 93 61 283 internal_value=0.000118785 0.000385674 0.000639867 0.00944495 0.00694142 -0.00011618 7.50548e-05 -0.0177857 -0.00454588 -0.0193525 -0.0113707 -0.000877188 -0.0293841 -0.033239 internal_weight=2190.61 2162.21 2133.6 168.329 159.094 1965.27 1953.33 28.6063 16.2778 28.4 22.9893 13.4344 11.9364 12.3285 internal_count=30687 30083 28997 3367 3249 25630 25517 1086 457 604 465 189 113 629 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=19 num_cat=0 split_feature=25 3 19 24 6 33 32 7 17 35 31 17 24 33 14 17 12 43 split_gain=5.04544 4.92552 4.35294 7.09213 7.28685 6.4636 6.69003 6.31385 6.14513 5.62668 7.36518 6.26436 3.63192 6.06207 3.2816 2.04452 0.416049 0.226646 threshold=45788.930000000008 1.0000000180025095e-35 0.0037500000000000003 0.23595000000000002 1.0000000180025095e-35 0.79435000000000011 96.185000000000016 26263.760000000006 0.40925000000000006 3.5000000000000004 0.93345000000000011 2.6742500000000002 0.62295000000000011 0.83945000000000014 76.425000000000026 1.3744500000000002 78.065000000000012 2069.5000000000005 decision_type=10 10 10 8 8 10 10 10 8 10 10 8 8 10 10 10 8 8 left_child=2 12 3 4 -1 8 -7 9 -5 10 -4 -11 -2 -14 -15 17 -9 -3 right_child=1 15 7 5 -6 6 -8 16 -10 11 -12 -13 13 14 -16 -17 -18 -19 leaf_value=0.061816283992680646 0.01849441391352849 -0.050313899844406956 0.0012859915408482128 -0.044101336514925704 -0.0048040821632183463 0.012567659974663326 -0.0013610901470187805 0.044797334907629216 -0.003868198619477653 -0.0088313748336888709 -0.019416257941572874 0.0048113738085210148 -0.039297597588105353 0.013853499858660022 -0.013781145139353485 -0.0042837581574926599 0.018224311458790079 -0.023641786368329087 leaf_weight=9.5536827561445499 11.767988763749598 9.0668534031137824 1120.761408173712 10.674458181951193 6.2804346866905698 180.12740711867809 163.0494733392261 5.651957141235469 54.118649729993194 386.58816947741434 43.661542692454532 106.26118755992502 13.153396327048538 18.563199596479535 22.756275072693825 5.0359377199783912 6.0745905339717865 5.1575816515833148 leaf_count=152 88 127 15624 122 177 2448 3761 48 929 4485 559 1340 115 142 192 81 53 78 internal_value=-0.000471015 -0.0123046 1.57028e-05 0.00453716 0.0363793 0.00320315 0.00595061 -0.00113145 -0.011142 -0.00140293 0.000489449 -0.00587601 -0.00552384 -0.0110426 -0.00121386 -0.0339547 0.0339385 -0.0431595 internal_weight=2178.3 85.5012 2092.8 423.804 15.8341 407.97 343.177 1669 64.7931 1657.27 1164.42 492.849 66.2409 54.4729 41.3195 19.2604 11.7265 14.2244 internal_count=30521 823 29698 7589 329 7260 6209 22109 1051 22008 16183 5825 537 449 334 286 101 205 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=25 num_cat=0 split_feature=37 17 42 17 12 38 24 42 19 8 17 17 32 3 25 8 32 25 29 43 32 17 5 35 split_gain=3.26665 8.40028 7.43446 6.64102 8.33805 14.084 6.52937 6.08963 9.90048 7.0969 5.51367 9.28582 7.89611 4.72833 6.95513 5.8032 4.48636 4.19692 4.17657 3.7704 12.2033 3.98005 4.31793 0.600026 threshold=4180.0000000000009 -1.0560999999999998 88500.000000000015 -0.37509999999999993 103.21500000000002 1.5000000000000002 596.87780000000009 96500.000000000015 -0.34094999999999992 27.305000000000003 -1.0560999999999998 -0.50944999999999985 86.385000000000005 3.5000000000000004 17401.270000000004 102.90000000000002 90.575000000000003 6599.9050000000007 987.62500000000011 2038.5000000000002 97.175000000000026 -1.8965499999999997 0.60905000000000009 5.5000000000000009 decision_type=10 8 10 8 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 left_child=1 19 13 4 5 -3 10 8 -5 -9 12 -12 -4 14 18 -16 -6 -15 -2 21 -21 22 -1 -23 right_child=2 3 6 7 16 -7 -8 9 -10 -11 11 -13 -14 17 15 -17 -18 -19 -20 20 -22 23 -24 -25 leaf_value=-0.023953680760792899 -0.0013739458069059077 0.085240269627087709 -0.025029414808614883 -0.025059144444344341 -0.034307188675643759 0.0075784465134131583 0.047640584219741988 -0.008985457259535836 0.010365633439359419 0.0018633225034595515 -0.038175881004722412 -0.0020856602046352207 0.01741281605873685 0.034663560084184732 -0.021815909833266069 0.044030854849708964 0.013221002761986775 -0.017538806587253025 -0.040953959675873425 0.055466005244054241 -0.036320277291494257 -0.047040659976022164 0.0096521672867034645 -0.020373001980917033 leaf_weight=23.527281672693789 8.5734549500048143 9.3688628170639277 12.034658364951609 20.227105729281902 6.3023288138210773 14.226314131170511 5.7809172915294758 189.85061403247528 274.75944337970577 715.61535357683897 17.321993786841631 696.66408670740202 67.970754153560847 6.3893608101643604 6.1848272257484478 5.2554023526608944 14.445015230216088 7.0099042274523526 35.322417948395014 6.0518085416406375 6.437412460334599 12.012626720592381 14.685830842703579 6.422377284616231 leaf_count=361 171 110 167 273 76 166 107 3093 3505 8778 277 10615 1195 88 84 53 167 93 541 81 93 179 183 93 internal_value=-0.00018859 0.00138133 -0.00256827 0.00233169 0.0211261 0.0408306 -0.00119482 0.00161629 0.00784322 -0.000413247 -0.00161615 -0.00302041 0.0107366 -0.0182311 -0.0246203 0.00913867 -0.00190018 0.00768493 -0.0335376 -0.0154475 0.00859996 -0.0208932 -0.0109942 -0.0395338 internal_weight=2182.44 1313.93 868.508 1244.8 44.3425 23.5952 799.772 1200.45 294.987 905.466 793.991 713.986 80.0054 68.7354 55.3361 11.4402 20.7473 13.3993 43.8959 69.1373 12.4892 56.6481 38.2131 18.435 internal_count=30549 17158 13391 16168 519 276 12361 15649 3778 11871 12254 10892 1362 1030 849 137 243 181 712 990 174 816 544 272 is_linear=0 shrinkage=0.05 Tree=138 num_leaves=11 num_cat=0 split_feature=7 29 33 37 43 1 19 30 43 17 split_gain=3.76134 6.799 3.81278 12.1929 6.75862 3.81022 4.86798 2.8415 2.11953 0.43988 threshold=50723.840000000004 47600.000000000007 0.35495000000000004 3045.0000000000005 519.50000000000011 1.5000000000000002 -0.12834999999999996 5.5000000000000009 401.50000000000006 0.84580000000000011 decision_type=10 8 8 10 10 10 10 8 10 10 left_child=1 2 3 4 -1 7 -7 -4 -5 -3 right_child=-2 9 5 8 -6 6 -8 -9 -10 -11 leaf_value=0.012422012322523629 0.026320392997782601 -0.049256757408083773 0.0012052947755042628 -0.031681175464245363 0.091145014463852259 -0.0015154774009883555 -0.030592277050048244 -0.0037137908726832414 0.0054699525363099827 -0.019360515929640568 leaf_weight=5.6271915119141358 12.677465904504059 5.4800832867622358 1713.3039422333241 6.162493374431504 5.4826835175044835 40.44591034646146 21.792137661017478 353.02777242474258 7.3510495708324015 5.0541968634352088 leaf_count=90 92 58 23667 147 101 1453 951 3743 196 47 internal_value=0.000182295 1.47517e-05 0.000222048 0.0193944 0.0560028 -6.39437e-06 -0.0120983 0.000361072 -0.0121429 -0.0382686 internal_weight=2176.4 2163.73 2153.19 24.6234 11.1099 2128.57 62.238 2066.33 13.5135 10.5343 internal_count=30545 30453 30348 534 191 29814 2404 27410 343 105 is_linear=0 shrinkage=0.05 Tree=139 num_leaves=25 num_cat=0 split_feature=36 33 39 19 19 41 36 14 24 20 12 18 29 23 8 17 17 5 40 17 22 25 17 44 split_gain=4.5884 10.7697 9.26146 12.3887 9.50391 7.67415 7.44133 11.2541 7.84146 7.38395 7.15078 7.02691 14.0557 9.0155 6.88795 6.81587 10.2999 6.74143 5.80031 9.91873 5.10844 4.57564 3.83907 0.756985 threshold=94.735000000000014 0.65480000000000016 0.11845000000000001 0.043050000000000005 0.048050000000000002 60.390000000000008 95.77500000000002 62.725000000000001 596.87780000000009 2727.8800000000006 56.305000000000007 5.5000000000000009 1931.4712500000003 5.5000000000000009 33.335000000000008 0.58860000000000012 1.0042500000000001 0.37695000000000006 2.5000000000000004 0.16695000000000002 4099.9900000000007 29999.985000000004 0.21690000000000001 39.500000000000007 decision_type=10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 left_child=1 -1 3 15 9 10 7 -7 -8 -5 20 12 14 -14 -3 22 -17 -6 19 -13 -4 -20 -2 -12 right_child=2 11 5 4 17 6 8 -9 -10 -11 23 18 13 -15 -16 16 -18 -19 21 -21 -22 -23 -24 -25 leaf_value=0.05118681200962575 0.0039647030226879001 -0.019579826839687758 -0.019428357532669319 0.025956988858156595 0.007095956757565117 -0.021158985110441911 -0.0028081943284746732 0.017793721481196258 0.04421128441432913 0.10986465895090847 -0.024773804101629458 -0.034850605287282885 -0.016172304561683459 0.010133002092125117 -0.00048895406474168998 0.021406206132139324 -0.0031193418829189171 0.049842270667704053 -0.0066394673333625524 0.0208757571855261 0.037075118023682907 -0.022080528604676967 -0.048883093188269007 -0.053424164772955064 leaf_weight=8.1828214698471111 5.0359300505369893 90.774811409413815 9.5851739877834898 6.3894256656058115 33.997554280795157 21.411434195004404 591.30648679286242 106.69435962662101 7.9941180422902098 5.1221318212337792 7.6812548395246294 8.9778674123808724 35.502943498082459 299.00704348343424 98.628293735906482 70.11728377151303 106.31364657031372 12.085756776854394 534.3835443360731 38.962619277648628 5.4181734356097868 52.436564586125314 8.0856267083436233 10.9452539794147 leaf_count=94 129 1751 363 121 555 310 8245 1247 139 62 125 123 748 3609 1565 1281 2319 151 6312 405 110 461 70 146 internal_value=-0.00059106 -0.00272639 0.00187563 0.0102656 0.0303777 -0.000852349 0.000235322 0.011131 -0.00210006 0.0694888 -0.0238503 -0.00315526 0.00112207 0.00728633 -0.00971963 0.004001 0.00666515 0.0192332 -0.00668971 0.00983879 0.00170602 -0.00806296 -0.0294021 -0.0437283 internal_weight=2175.04 1166.86 1008.18 247.147 57.5949 761.036 727.406 128.106 599.301 11.5116 33.6299 1158.67 523.913 334.51 189.403 189.552 176.431 46.0833 634.761 47.9405 15.0033 586.82 13.1216 18.6265 internal_count=30441 15068 15373 4688 889 10685 9941 1557 8384 183 744 14974 7673 4357 3316 3799 3600 706 7301 528 473 6773 199 271 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=23 num_cat=0 split_feature=21 12 36 36 35 20 44 7 36 42 36 8 21 43 46 24 42 43 39 22 24 42 split_gain=6.29162 8.13281 7.05105 6.28005 8.19859 7.09563 7.18444 7.16633 5.31248 11.2066 5.29179 5.21895 9.03052 5.16962 4.06572 7.1274 3.80031 3.6391 3.59108 2.97425 4.22053 2.6898 threshold=71.660000000000011 475.64000000000004 99.235000000000014 99.00500000000001 1.5000000000000002 9855.7050000000036 20.500000000000004 433.50500000000005 98.295000000000016 184500.00000000003 97.165000000000006 82.445000000000007 1553.4550000000002 2059.5000000000005 -1.0000000180025095e-35 1.0036500000000002 105500.00000000001 1958.5000000000002 0.57730000000000015 1369.5550000000001 1.1793500000000001 156500.00000000003 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 8 10 10 10 10 10 left_child=1 2 14 4 5 6 -2 -7 10 -10 -6 19 13 -13 15 -1 -16 -4 -14 21 -21 -5 right_child=3 -3 17 11 8 7 -8 -9 9 -11 -12 12 18 -15 16 -17 -18 -19 -20 20 -22 -23 leaf_value=-0.019582666848944184 0.015317588223462617 0.043996613615932462 -0.0034911355218814628 -0.011304599099616543 -0.0004147493549060657 0.069642965643886556 0.0010009585711576441 0.014900611019719113 0.026386816806314408 -0.013116936689965537 -0.010169464965833024 0.064664793009130056 -0.0002812044473178129 0.0031836542518962952 -0.039552900914679473 0.020283524355445028 -0.014578160711925464 0.051479683311559693 -0.039184241195081793 -0.024438086569603445 0.030566292768392712 -0.034454083165358432 leaf_weight=22.875690252985805 109.18616804783233 5.9156031869351855 5.1259701547678542 25.028028433443978 1024.6334187174216 5.6679795179516068 433.46014644415118 80.732434901874512 47.61884909728542 27.498522304929793 160.12151713902131 6.3599638640880567 17.643215972930197 6.9275393281131983 18.315164963249117 20.119877723511308 95.819169554160908 5.4504659082740545 8.1547691691666824 6.0364302601665241 5.8890825910493731 29.67225519916974 leaf_count=879 1872 45 188 395 11885 84 6767 789 603 384 2185 95 169 74 422 441 1877 116 116 186 160 761 internal_value=-5.75079e-05 -0.00916057 -0.0113149 0.000736553 0.00140487 0.00606289 0.00391369 0.0193047 -0.000919853 0.0118775 -0.0017448 -0.0110598 0.00329805 0.0354274 -0.0140364 -0.000776536 -0.018938 0.0264055 -0.0137684 -0.0194808 0.00260081 -0.024345 internal_weight=2168.25 173.622 167.706 1994.63 1888.92 629.047 542.646 86.4004 1259.87 75.1174 1184.75 105.711 39.0855 13.2875 157.13 42.9956 114.134 10.5764 25.798 66.6258 11.9255 54.7003 internal_count=30493 3968 3923 26525 24569 9512 8639 873 15057 987 14070 1956 454 169 3619 1320 2299 304 285 1502 346 1156 is_linear=0 shrinkage=0.05 Tree=141 num_leaves=18 num_cat=0 split_feature=32 23 45 39 31 43 5 12 8 44 21 25 43 41 14 25 32 split_gain=3.75512 6.70897 6.05026 4.23135 4.20193 7.96575 8.63741 8.77404 8.27582 5.9828 5.95236 7.27704 5.60719 4.19275 7.33264 6.16739 0.245676 threshold=96.25500000000001 3.5000000000000004 4.5000000000000009 0.32525000000000004 0.85405000000000009 153.50000000000003 0.45865000000000006 52.165000000000006 41.005000000000003 1502.0000000000002 8764.715000000002 49856.770000000011 1627.5000000000002 76.015000000000015 44.475000000000001 28985.185000000001 82.340000000000018 decision_type=10 8 8 10 10 10 10 10 10 8 10 10 8 10 10 10 10 left_child=1 3 13 16 9 -6 8 -8 -7 10 11 -2 -12 14 -3 -15 -1 right_child=4 2 -4 -5 5 6 7 -9 -10 -11 12 -13 -14 15 -16 -17 -18 leaf_value=-0.025116052848595877 -0.0042160497770003715 -0.0042045866382554604 0.050125585024555809 0.010716082565103322 0.056483867927660386 0.0033005611032726223 0.062470880265484342 0.008114749526797544 -0.019680565464134568 -0.040010675928387952 0.034116824935872446 -0.041471286629864261 -0.011230668664891587 0.0015886753142574231 0.015208711377318128 -0.012752516642120085 -0.049203960277750307 leaf_weight=7.714470100123437 677.42332747299224 75.358044529799372 5.5143828876316539 5.0530912214890114 5.710076203569769 96.186513211810961 7.1439678929746142 96.778110761195421 64.501765100285411 10.791197330690919 18.093266532989219 12.421133479103444 9.7716653360985237 855.27926494297571 132.69924515159801 81.141511189751327 7.1413885937072337 leaf_count=228 11418 1264 71 85 101 1811 72 913 872 142 256 143 133 10692 1416 715 135 internal_value=-0.000388625 0.00153055 0.00204321 -0.0265243 -0.0026408 0.00266429 0.00127579 0.0124588 -0.00595802 -0.00461714 -0.00402309 -0.00495315 0.018203 0.00176361 0.00816685 0.000328389 -0.0393837 internal_weight=2168.72 1169.9 1149.99 19.9089 998.821 270.32 264.61 103.922 160.688 728.501 717.709 689.844 27.8649 1144.48 208.057 936.421 14.8559 internal_count=30467 14606 14158 448 15861 3769 3668 985 2683 12092 11950 11561 389 14087 2680 11407 363 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=20 num_cat=0 split_feature=33 37 24 34 29 24 34 31 7 23 4 14 14 14 14 4 33 32 31 split_gain=5.54852 9.34558 9.62609 5.16818 9.40395 7.47312 7.30883 8.55641 7.00489 6.73198 9.17518 9.10259 6.2794 10.1917 9.65528 4.89878 5.73095 4.17472 3.41772 threshold=0.35495000000000004 3045.0000000000005 1.1099500000000002 13.024300000000002 1300.3846000000001 -2.3535999999999997 13.720700000000003 0.68625000000000014 1233.6450000000002 10.500000000000002 1057.9650000000004 65.045000000000016 57.965000000000011 49.085000000000008 75.215000000000018 2499.8500000000004 0.94495000000000007 99.955000000000013 0.86355000000000015 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 left_child=1 2 -1 5 12 9 7 -6 -8 10 -2 -11 13 -5 -14 16 -7 -17 -3 right_child=3 18 -4 4 6 15 8 -9 -10 11 -12 -13 14 -15 -16 17 -18 -19 -20 leaf_value=0.098839781424209489 -0.025726693431190953 0.015477713852824333 0.0097148979920773423 0.01372816632863744 0.074201699583156963 -0.0053865459342652688 -0.0078988569841645546 0.0078857460607233195 0.0014167609792123761 -0.0091617728966442557 0.040276091612758885 0.066028852105466454 0.038196521154321081 -0.036670381090777047 0.008399244865861813 -0.031190169295652426 0.0079626809444322735 0.0058295097719430781 -0.031574027682596865 leaf_weight=5.1209225468337554 13.16645756037906 7.6064341408200544 6.7620259076356888 27.339785926509649 5.8943019867874709 637.13625153549947 258.96554536488838 18.252431289292872 899.46578927407973 5.6140400753356543 7.3743178742006412 10.789134188089518 39.768529358319938 14.504311145748941 85.94183326466009 28.69284070818685 90.818186180433258 9.5793100236915034 5.9607571046799421 leaf_count=82 258 171 117 589 97 9090 4384 225 10061 106 201 137 604 243 1098 952 1722 335 154 internal_value=-0.000118148 0.0226398 0.0532019 -0.000399832 0.00148666 -0.00357515 -8.38957e-05 0.0265795 -0.000666435 0.0180702 -0.00102927 0.0409596 0.0125358 -0.00407281 0.0180921 -0.0046475 -0.00370562 -0.0218845 -0.00559965 internal_weight=2178.75 25.4501 11.8829 2153.3 1350.13 803.171 1182.58 24.1467 1158.43 36.9439 20.5408 16.4032 167.554 41.8441 125.71 766.227 727.954 38.2722 13.5672 internal_count=30626 524 199 30102 17301 12801 14767 322 14445 702 459 243 2534 832 1702 12099 10812 1287 325 is_linear=0 shrinkage=0.05 Tree=143 num_leaves=21 num_cat=0 split_feature=11 33 43 42 11 21 31 36 36 44 42 24 33 12 43 44 32 39 42 37 split_gain=5.75354 8.02196 8.06173 6.34291 5.12319 4.74883 4.7636 4.70527 7.50798 8.99467 9.16578 6.61582 7.86607 7.34879 4.78701 5.11222 3.93177 3.31806 3.24928 2.15362 threshold=20420.335000000003 0.67905000000000015 2016.5000000000002 194500.00000000003 44902.67500000001 5445.1450000000013 0.81945000000000012 98.585000000000022 98.295000000000016 1028.5000000000002 111500.00000000001 3.8355000000000001 0.86585000000000012 76.745000000000019 2402.5000000000005 2483.0000000000005 93.27500000000002 0.16405000000000003 119500.00000000001 2650.0000000000005 decision_type=10 10 10 10 8 10 10 10 8 10 8 10 10 10 10 8 10 10 10 10 left_child=7 -2 3 18 -5 19 -7 8 14 10 -10 12 16 -14 15 -1 -9 -16 -3 -4 right_child=1 2 5 4 -6 6 -8 11 9 -11 -12 -13 13 -15 17 -17 -18 -19 -20 -21 leaf_value=0.0013733603611500607 -0.043961347226719127 0.0064707771502536988 -0.0016460557414217166 -0.022415547665373074 0.026417660926066757 -0.031852179556085179 0.023265352213195416 0.0037254671264232335 -0.015273572583077292 0.063768202720589556 0.020049641657312049 0.035171453269706325 0.021944064075067368 -0.017518304977687523 -0.0042611746607830831 -0.040200704894889368 -0.025673757574848206 -0.034986156390277932 0.047795277932188129 -0.03511316785949907 leaf_weight=1799.7543789276388 14.760030739009379 9.0614848509430903 6.2988545303232959 16.150565898511562 6.8018838120624414 5.0276666902936986 10.147687709424643 13.125614495947955 24.59898291202262 7.7175610596314064 63.99737880169414 7.2505252868868402 26.691152395680547 19.505828713998199 22.842781099956483 6.4187413752079001 64.632653913460672 14.108492901548741 10.864425636595113 27.235181432683021 leaf_count=23917 450 126 119 311 126 80 111 133 367 82 1005 176 573 251 381 64 1193 217 165 638 internal_value=0.00033695 -0.0109464 -0.00515449 0.010457 -0.0072365 -0.0189316 0.00385528 0.000923879 0.00154746 0.0150861 0.0101253 -0.00819783 -0.0110358 0.00515773 0.000829478 0.00120069 -0.0206634 -0.0167369 0.0304488 -0.0292014 internal_weight=2176.99 106.348 91.5878 42.8784 22.9524 48.7094 15.1754 2070.64 1939.44 96.3139 88.5964 131.206 123.955 46.197 1843.12 1806.17 77.7583 36.9513 19.9259 33.534 internal_count=30485 2126 1676 728 437 948 191 28359 26033 1454 1372 2326 2150 824 24579 23981 1326 598 291 757 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=30 num_cat=0 split_feature=45 44 40 11 32 7 44 18 40 21 39 25 7 11 8 44 21 14 25 42 5 19 32 31 32 24 37 19 44 split_gain=4.99402 5.67096 6.69433 6.9176 6.16653 5.95645 5.35841 5.07263 7.06054 5.43689 8.61931 4.58314 8.46637 6.38091 10.6791 6.72816 6.34576 5.93272 5.4745 9.30187 11.8428 6.88278 6.39534 8.71822 5.37697 4.39283 4.37801 3.25067 0.478246 threshold=1.0000000180025095e-35 382.50000000000006 3.5000000000000004 416.49500000000006 96.475000000000009 1276.1250000000002 878.50000000000011 7.5000000000000009 2.5000000000000004 2600.4250000000006 0.55055000000000009 2876.6300000000006 1031.1400000000003 1080.1550000000004 18.735000000000003 632.50000000000011 141.13000000000002 89.295000000000016 3935.7200000000007 91500.000000000015 0.48795000000000005 0.080450000000000008 86.955000000000013 0.87125000000000008 82.865000000000023 0.62295000000000011 7050.0000000000009 0.10315000000000001 161.50000000000003 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 left_child=11 7 4 27 5 -3 -5 8 -2 10 -9 12 13 15 -15 -1 -14 -18 19 20 -13 -21 24 -24 -20 -10 -6 -4 -11 right_child=1 2 3 6 26 -7 -8 9 25 28 -12 18 16 14 -16 -17 17 -19 22 21 -22 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=0.0073131037678603183 0.035794466815229034 0.051773085836633717 -0.027471005564385233 0.069436432221994235 -0.01379316435744303 0 0.0063779712728343346 -0.017174809696925981 -0.031518918146548627 -0.027890302504600006 0.025563175322245914 0.047600358671729924 -0.020993399226747304 0.014523066800425189 -0.032035698168360015 -0.023002455090986747 0.014606697967513186 0.044762902626054354 0.0026009427485529251 -0.027665712641093815 -0.016164461909764741 -0.0039163905944474622 0.00028772142098943863 0.012137848107379688 -0.013103265166077996 -0.0023810707524054824 0.029952572331285943 0.020225261599273875 -0.050744927861306979 leaf_weight=232.94343089219183 9.9834267578553391 7.8306797398254302 5.8369093053042906 8.9370737820863688 65.661863391520455 15.430630897637455 5.7103700493462393 87.936565254349262 13.888695532921703 13.368202913552524 12.614453034475444 13.88319675717503 8.2567779095843417 18.999083643546328 31.252494476735592 18.823648378252983 64.94004982849583 22.121980311349034 90.019443929195404 57.140341093065217 13.358293349854646 66.20682990597561 831.86102144164033 190.09730317024514 134.32395920157433 104.59787471871823 5.2565418276935807 6.4449257478117943 8.666331753600387 leaf_count=3517 194 116 78 108 1130 165 68 1366 250 194 196 198 160 695 596 263 812 227 968 999 159 879 11249 2017 1387 2242 113 58 112 internal_value=-9.23285e-06 -0.00527454 0.00356226 0.0250831 -0.00273764 0.0190225 0.0471511 -0.00955447 -0.00253005 -0.0167956 -0.011565 0.00108246 0.00581396 0.00167342 -0.0143953 0.00494471 0.0187278 0.0227473 -0.000263009 -0.00923783 0.01669 -0.0150924 0.000823933 0.00250659 -0.00679607 -0.00607358 -0.0101098 -0.00242747 -0.038909 internal_weight=2166.39 372.165 121.109 26.9293 94.1797 23.2613 14.6474 251.056 128.47 122.586 100.551 1794.23 397.337 302.019 50.2516 251.767 95.3188 87.062 1396.89 150.589 27.2415 123.347 1246.3 1021.96 224.343 118.487 70.9184 12.2818 22.0345 internal_count=30516 6390 1836 312 1524 281 176 4554 2686 1868 1562 24126 6270 5071 1291 3780 1199 1039 17856 2235 357 1878 15621 13266 2355 2492 1243 136 306 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=30 num_cat=0 split_feature=9 42 36 24 28 36 33 35 20 43 42 42 29 18 42 34 33 12 31 42 29 0 34 43 33 9 9 31 37 split_gain=3.68351 5.9629 8.34059 6.31589 6.29419 5.63921 6.86374 5.82822 5.328 5.17783 5.0938 6.33943 6.21895 9.41554 8.2323 7.63691 9.25166 8.46433 6.34851 6.18084 6.51162 5.72167 4.95952 5.4465 3.49385 3.172 1.90159 1.84332 0.693759 threshold=1.0000000180025095e-35 165500.00000000003 98.365000000000023 0.53525000000000011 1.0000000180025095e-35 98.335000000000022 0.83955000000000013 2.5000000000000004 4489.7050000000008 789.50000000000011 180500.00000000003 185500.00000000003 1300.3846000000001 9.5000000000000018 117500.00000000001 11.300050000000002 0.63475000000000015 260.88000000000005 0.77055000000000007 188500.00000000003 8268.3333500000026 10.500000000000002 16.198100000000004 165.50000000000003 0.91635000000000011 1.5000000000000002 3.5000000000000004 0.79405000000000014 3110.0000000000005 decision_type=10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 10 8 10 8 8 10 10 10 10 8 10 10 10 left_child=10 5 3 9 -5 7 -7 8 -2 -3 12 22 15 14 -14 16 -1 -17 -15 20 -13 -21 27 -24 28 -26 -9 -12 -4 right_child=1 2 24 4 -6 6 -8 26 -10 -11 11 19 13 18 -16 17 -18 -19 -20 21 -22 -23 23 -25 25 -27 -28 -29 -30 leaf_value=0.026649743088994378 -0.016582917261360859 0.035187297252348967 -0.017465049307081197 0.0046596423245539751 -0.022200227591713445 0.03899684507733521 -0.019387471560391514 -0.038844945526901375 0.022412547583195025 -0.0099966290459933497 -0.021000795924767612 0.0048909025813487321 -0.0020289044497011034 0 0.010424177083797887 0.015318512902976292 -0.00078461507068521659 0.075269212972578103 -0.02009146989221329 -0.0020204264001996409 0.063017659260656028 0.041406185202729734 -0.029446905941527681 0.014731982981517991 0.023842086468703415 -0.020105777374541185 -0.0071326727125792817 -0.052119484779799587 -0.042070775278366473 leaf_weight=35.060421525500715 36.65989156300202 24.31447406928055 7.4640664269682047 124.86418964900076 25.382613480789587 9.1225526814814675 9.0148416543379408 32.39143206551671 10.393689027521757 7.74999857507646 15.152226674370469 14.395470225252213 286.95833570417017 76.911578927189112 244.64091296680272 122.02686902880669 205.57842715643346 5.3434432819485655 79.021742569282651 717.63700010394678 6.5631754994392386 6.6586901992559424 10.845936074852945 15.902566948905585 5.7298455908894512 9.4611349494662136 6.5726403137668958 9.3094928618520481 13.19883004343137 leaf_count=540 1018 441 226 2685 822 237 284 710 217 158 244 151 3347 947 2745 1606 2698 53 713 8954 56 64 143 190 138 360 122 117 593 internal_value=0.000203008 -0.00471874 0 0.00435903 0 -0.0144992 0.0102201 -0.0198264 -0.00757798 0.0241431 0.00106436 -0.00194902 0.00334255 0.00052369 0.0037014 0.00857965 0.00328555 0.0184393 -0.0102323 -0.000761034 0.0253618 -0.00155776 -0.0187962 -0.00341704 -0.0217089 -0.00277165 -0.033933 -0.034622 -0.0346298 internal_weight=2174.33 322.32 218.165 182.311 150.247 104.155 18.1374 86.0177 47.0536 32.0645 1852.01 796.465 1055.54 687.533 531.599 368.009 240.639 127.37 155.933 745.254 20.9586 724.296 51.2102 26.7485 35.8539 15.191 38.9641 24.4617 20.6629 internal_count=30579 8011 5423 4106 3507 2588 521 2067 1235 599 22568 9919 12649 7752 6092 4897 3238 1659 1660 9225 207 9018 694 333 1317 498 832 361 819 is_linear=0 shrinkage=0.05 Tree=146 num_leaves=19 num_cat=0 split_feature=5 37 32 5 37 18 20 25 19 36 36 30 24 36 4 14 32 19 split_gain=5.78525 6.38644 7.32302 6.08659 7.72389 6.07812 5.2458 4.23885 3.97133 3.50669 5.39301 3.44312 7.63703 6.34106 2.6856 2.55675 2.45525 0.434892 threshold=0.015050000000000003 2205.0000000000005 99.405000000000015 0.034350000000000006 2550.0000000000005 1.5000000000000002 1808.9550000000002 30900.225000000002 -1.1455499999999998 94.495000000000019 86.645000000000024 5.5000000000000009 1.0036500000000002 99.645000000000024 36730.385000000002 36.685000000000009 95.215000000000018 -0.28884999999999994 decision_type=10 8 10 10 10 8 10 10 8 8 10 10 8 10 8 10 8 8 left_child=1 2 5 4 15 -1 -6 9 -5 10 -3 12 -10 -13 -9 -2 -7 -11 right_child=3 7 -4 8 6 16 -8 14 11 17 -12 13 -14 -15 -16 -17 -18 -19 leaf_value=0.030130193297946584 0.078301923546160612 -0.022654944135574416 0.04693652240205802 -0.029756376969841555 -0.027875038708431443 0.0027705865850446961 0.026354507131225863 0.033287598175236736 0.0080476085195968303 -0.017471617300804359 0.020088333569318231 -0.0046562810716691619 3.6995334355873691e-05 0.033879678932762933 -0.011437355610255837 0.022920622960355581 -0.038234081280987348 -0.042344669262395662 leaf_weight=6.5723631680011811 5.3325410787947494 33.491644617402926 7.9346686210483304 9.5727781346067768 7.195748960832133 5.0598988495767063 8.7610487691126746 5.0402543209493134 388.11233919626102 5.0191987326834351 8.4313628133386356 348.38790160510689 1269.6157494690269 9.9952234365046007 6.5240204799920329 5.3452451433986425 9.5330713354051131 18.924367865663957 leaf_count=147 87 1216 219 153 219 96 182 110 4568 274 231 3780 17761 113 89 68 233 835 internal_value=0.000521037 -0.0107802 0.00885668 0.00111506 0.0244287 -0.00666699 0.00140302 -0.0182427 0.000794149 -0.0231177 -0.0136744 0.000956366 0.0019192 -0.00347633 0.00875583 0.0553433 -0.0244298 -0.0382406 internal_weight=2158.85 106.531 29.1 2052.32 26.6346 21.1653 15.9568 77.4308 2025.68 65.8666 41.923 2016.11 1657.73 358.383 11.5643 10.6778 14.593 23.9436 internal_count=30381 3450 695 26931 556 476 401 2755 26375 2556 1447 26222 22329 3893 199 155 329 1109 is_linear=0 shrinkage=0.05 Tree=147 num_leaves=25 num_cat=0 split_feature=29 26 25 19 18 14 36 19 43 7 43 14 36 23 29 17 14 44 24 31 22 8 42 11 split_gain=4.60909 7.04074 7.60861 7.16962 6.58719 9.26247 7.07625 9.44733 6.86072 9.93914 7.56985 6.17583 5.50288 7.7565 5.46418 5.24462 5.14209 5.53926 4.12117 4.09078 3.45883 4.60897 3.10478 2.60597 threshold=1868.8000000000002 9.5000000000000018 24873.600000000002 0.34285000000000004 4.5000000000000009 42.695000000000007 95.145000000000024 0.15965000000000004 294.50000000000006 842.46000000000015 394.50000000000006 29.020000000000007 97.365000000000023 8.5000000000000018 1892.7424500000002 10.440500000000002 113.90000000000002 17.500000000000004 1.0344500000000003 0.60155000000000014 2153.2100000000005 86.77500000000002 116500.00000000001 764.07500000000016 decision_type=10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 left_child=4 3 18 14 6 23 7 11 9 -7 -10 -1 13 -8 -2 -16 22 -18 -3 -14 -4 -22 -5 -6 right_child=1 2 20 16 5 8 12 -9 10 -11 -12 -13 19 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 leaf_value=-0.0021199045237407553 0.045436579358086295 0.021753433063922956 -0.015766459730773865 -0.0067047782822769039 0.014487538684329414 0.02134356094213773 0.038338947800983805 0.038173602052251482 -0.019183463050155183 -0.0029390482359215745 -0.0014431151187296698 -0.026270967414634673 -0.037883433310240251 -0.0056480161023932766 0.00084235463432900135 0.011855270342336542 -0.029339103700985577 0.0077441295048284635 0.084993123557654496 -0.0030707037271783411 0.054288712054840309 -0.006051573499142285 -0.038268170318292882 0.067500860791818107 leaf_weight=36.838733202777803 6.3117447360418728 6.4489240893162769 9.4772686534561235 13.209905916824935 5.3526734998449665 73.601392657961696 17.757491574157029 6.4350478220731011 69.309240013360977 95.684959564357996 422.9769442405086 99.349021232221276 9.1790909422561509 20.693744012154639 1010.0314429444261 120.30116224568337 12.704859509132801 36.799467651173472 5.2744423041585833 53.302217849064618 5.0720965694636089 5.9663553107529879 21.902942427899688 5.0830106085631996 leaf_count=1060 89 146 123 171 78 1052 470 94 1034 1211 6061 1541 330 333 12366 1755 158 399 108 1334 72 54 318 92 internal_value=-8.28692e-05 0.00188398 0.0245983 0.00126064 -0.00278026 -0.000215275 -0.00980722 -0.0169378 -0.000992381 0.00765239 -0.00398475 -0.0198376 0.000286964 0.0149961 0.00231349 0.00202832 -0.0126854 -0.00206644 0.0550424 -0.00877998 0.00521941 0.0234655 -0.0270466 0.0443911 internal_weight=2169.06 1253.5 32.2391 1221.26 915.564 672.008 243.555 142.623 661.573 169.286 492.286 136.188 100.933 38.4512 1136.64 1130.33 84.6172 49.5043 11.7234 62.4813 20.5157 11.0385 35.1128 10.4357 internal_count=30449 15759 503 15256 14690 9528 5162 2695 9358 2263 7095 2601 2467 803 14210 14121 1046 557 254 1664 249 126 489 170 is_linear=0 shrinkage=0.05 Tree=148 num_leaves=24 num_cat=0 split_feature=42 19 19 42 29 14 24 44 44 21 42 36 20 24 29 29 14 14 13 11 19 20 24 split_gain=6.73986 11.4191 9.68041 10.6571 8.91105 7.85968 8.21259 6.72466 6.40283 5.39066 6.62442 5.72622 10.1205 7.03039 4.76398 4.99852 3.71485 5.02823 4.58936 2.88049 4.01075 2.03359 1.57499 threshold=180500.00000000003 -0.34094999999999992 0.0078500000000000011 176500.00000000003 4999.5000000000009 79.015000000000015 1.0036500000000002 16.500000000000004 1275.5000000000002 11251.855000000001 185500.00000000003 97.365000000000023 11687.070000000002 1.9485000000000003 27534.000000000004 6000.1000000000013 111.13500000000001 61.715000000000011 1.6548000000000003 4653.6950000000006 -0.14189999999999997 2258.7250000000004 1.1080500000000002 decision_type=10 8 8 8 8 10 8 10 8 10 10 10 10 10 8 10 8 10 8 10 8 10 8 left_child=1 16 5 8 -5 6 -3 -7 -4 10 19 13 -13 -12 15 -11 17 18 -1 20 -2 -19 -17 right_child=9 2 3 4 -6 7 -8 -9 -10 14 11 12 -14 -15 -16 22 -18 21 -20 -21 -22 -23 -24 leaf_value=0.021974527685339529 0.011337242031615692 0.033969083283960581 0.0013472418945453322 0.028880155418843381 -0.0054409536412800656 0.036674546759456909 -0.0017794165374899274 -0.0027330971950974715 -0.019338231688188448 0.037960402645715333 -0.0016703181039093363 -0.014555249489069059 0.018500269407873932 0.016655459801653619 0.057396040273509835 -0.025768531518759463 0.019471338974838343 -0.037843168767747362 -0.024994600106342916 0.0055189532334699344 -0.029049206035748516 -0.014519288470984465 0.0077714920303402968 leaf_weight=10.826874300837517 6.361671241465956 66.167964355321601 826.27466531284153 61.594311383087188 26.376158184371889 11.873956073075531 20.647171142278239 66.456800139509141 38.171110376249999 6.9873418379575076 654.74970922782086 164.42004346335307 25.9236078443937 55.867372252047062 5.3945053247734895 7.2633695728145486 5.6039239587262264 26.899166321847588 8.2670201864093542 9.2417683650273812 44.961947003845125 18.234586248872802 5.1266599446535146 leaf_count=89 111 889 11014 728 272 112 534 729 413 121 8883 3324 275 842 53 101 88 410 363 187 648 220 79 internal_value=0.000287597 0.00282609 0.00406032 0.00210907 0.018588 0.0152029 0.0254867 0.00356458 0.000406772 -0.00276316 -0.00336923 -0.00227592 -0.00995401 -0.000201173 0.0197851 0.00676638 -0.016634 -0.0201111 0.00115779 -0.0192506 -0.0238267 -0.0290474 -0.0119732 internal_weight=2173.69 1187.39 1117.56 952.416 87.9705 165.146 86.8151 78.3308 864.446 986.298 961.526 900.961 190.344 710.617 24.7719 19.3774 69.8316 64.2276 19.0939 60.5654 51.3236 45.1338 12.39 internal_count=30485 15861 14691 12427 1000 2264 1423 841 11427 14624 14270 13324 3599 9725 354 301 1170 1082 452 946 759 630 180 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=14 num_cat=0 split_feature=41 25 41 43 40 14 14 12 19 34 34 24 8 split_gain=3.42947 5.89431 4.52886 7.745 3.53664 7.72491 11.2456 7.19723 3.56005 4.95485 4.42243 2.31616 1.99564 threshold=17.425000000000004 11459.070000000002 38.750000000000007 2278.5000000000005 1.5000000000000002 57.195000000000007 42.695000000000007 112.14000000000001 0.061450000000000012 7.0847500000000005 2.8108000000000004 0.92260000000000009 44.255000000000003 decision_type=8 10 8 10 8 10 10 10 10 8 10 10 10 left_child=1 -1 3 11 5 6 -4 -7 9 -6 -10 -2 -13 right_child=2 -3 4 -5 8 7 -8 -9 10 -11 -12 12 -14 leaf_value=-0.0043702054723989137 -0.0079377459879531372 0.055702247441428092 -0.0011660119820284909 0.033625504677259242 0.01072992087297563 -0.0091385186147034999 0.046235355922134409 0.018215539282830123 -0.021419777575504711 0.00020359188075765348 -0.0016919828423576256 -0.0092903681165279108 -0.049879777479946735 leaf_weight=8.4894850901328009 9.85326185077429 6.4113297974690786 23.623705832287669 5.009455536492168 138.20083445939235 73.227667003404349 25.020827955566347 34.5633645337075 28.149826327804476 573.31633143057115 1229.7474585021846 5.0146770321298417 12.51159730600193 leaf_count=371 189 113 444 102 2888 930 325 337 412 8274 15518 281 257 internal_value=-9.19708e-05 0.0230401 -0.000264591 -0.0185365 2.00293e-05 0.00723373 0.0235549 -0.000234625 -0.000553816 0.00226737 -0.0021541 -0.0291049 -0.0396644 internal_weight=2173.14 14.9008 2158.24 32.389 2125.85 156.436 48.6445 107.791 1969.41 711.517 1257.9 27.3795 17.5263 internal_count=30441 484 29957 829 29128 2036 769 1267 27092 11162 15930 727 538 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=22 num_cat=0 split_feature=26 26 12 19 8 7 26 36 44 6 33 33 20 19 37 5 12 37 20 12 12 split_gain=4.26227 6.89566 13.645 6.07563 5.19374 9.26121 6.74517 3.35409 7.95158 5.7581 5.54533 6.90289 6.82549 5.90988 5.3507 5.26381 6.64253 4.88721 4.4559 2.21666 0.536059 threshold=12.500000000000002 19.500000000000004 43.005000000000003 -0.11689999999999999 80.365000000000023 2969.8700000000003 15.500000000000002 91.415000000000006 721.50000000000011 15.500000000000002 0.80005000000000015 0.80285000000000006 640.53000000000009 -0.79804999999999993 4315.0000000000009 0.99995000000000012 49.375000000000007 1325.0000000000002 1829.4800000000002 54.605000000000011 73.02500000000002 decision_type=8 10 8 8 8 8 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 left_child=7 2 -2 -3 6 -6 -4 8 9 17 13 18 -13 20 -15 16 -10 -1 -12 -5 -9 right_child=1 3 4 19 5 -7 -8 10 15 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.0098604097371394975 -0.03703475170977058 0.033634884512436042 0.023664160348176099 0 0.068859735500942529 -0.0082207404576223452 0.10313192810448435 -0.015938418008254764 0.00099783205832030424 0.036858553068041269 0.01027579725339957 -0.007088014267696916 0.0069822933742426929 0.0028788576546506014 -0.0060930468474896396 0.014105284470577059 -0.046852709394723899 -0.0029978854882472552 0.063803918534560591 -0.040777694363444021 -0.044622451187475112 leaf_weight=82.266078692860901 5.6212371510919183 5.04341876716353 6.0831189586315286 5.4596932164859053 5.2292968630790719 9.676078868098557 5.6817568824626505 5.0769193144515139 10.18143270909786 8.8914889786392433 8.8146639685146493 103.34910569223575 490.2403908779379 449.97070095874369 262.02509303111583 6.7776818312704554 22.280611587688327 649.67801907518879 7.1695101056247941 8.2640102971345168 6.6416615787893534 leaf_count=831 241 152 114 206 77 123 79 71 152 60 114 1896 6562 6156 4334 48 209 8725 76 150 63 internal_value=0.000748223 0.0148848 0.0286165 -0.00874192 0.0434727 0.0211364 0.067507 0.000397442 -0.002202 -0.00101779 0.00192257 0.00543334 0.00451632 -0.00103101 -0.000419839 -0.0238544 -0.0321141 -0.00153439 0.0369226 -0.0258816 -0.0348188 internal_weight=2164.42 51.0586 32.2915 18.7671 26.6703 14.9054 11.7649 2113.36 780.075 740.836 1333.29 609.574 593.589 723.714 711.996 39.2397 32.462 731.944 15.9842 13.7237 11.7186 internal_count=30439 1142 634 508 393 200 193 29297 10025 9616 19272 8648 8458 10624 10490 409 361 9556 190 356 134 is_linear=0 shrinkage=0.05 Tree=151 num_leaves=24 num_cat=0 split_feature=3 36 43 33 31 31 36 36 17 33 37 29 19 6 16 28 34 32 44 24 29 18 7 split_gain=3.89735 4.90785 6.59965 7.53716 7.54521 6.77745 5.52371 5.95444 4.74046 4.66095 9.48318 4.46153 4.00661 3.94954 5.25389 5.29739 5.06158 5.07326 3.2577 2.76874 2.22748 2.01864 1.03435 threshold=5.5000000000000009 92.885000000000005 148.50000000000003 0.81455000000000011 0.58635000000000015 0.40905000000000008 84.975000000000009 83.27500000000002 2.8259500000000002 0.35495000000000004 3110.0000000000005 1059.1548000000003 0.17825000000000002 1.0000000180025095e-35 102.24500000000002 1.5000000000000002 101.51305000000001 82.865000000000023 435.50000000000006 1.2139500000000003 5451.9231000000009 7.5000000000000009 7722.1950000000006 decision_type=8 8 8 10 10 10 10 10 10 8 10 10 8 10 10 8 10 10 10 8 10 10 10 left_child=9 6 5 8 -5 -3 7 11 -4 10 12 -2 -1 14 15 -11 17 -15 20 -12 -8 -16 -18 right_child=1 2 3 4 -6 -7 18 -9 -10 13 19 -13 -14 16 21 -17 22 -19 -20 -21 -22 -23 -24 leaf_value=0.017833488028657425 -0.028677975559447455 0.0070884628582372003 0.0037022120861222802 -0.020297822154742438 0.039438210802725783 0.077404310293175321 -0.026388722801357213 0.047842637335974172 -0.035299017068655528 -1.8672704074679254e-06 -0.031614637251308149 0.019408926795334316 0.081500926923176911 0.018672322947713278 -0.03933699212993385 0.019122545028729995 -0.013709672381377347 -0.004918114613911527 0.019396949530499589 0.013439928003414592 0.005168331753712032 -0.0031221185733860076 -0.044297461710025521 leaf_weight=5.7665364439599234 7.774634672328836 6.8164165206253511 40.528687284328043 5.8579915789887336 24.79639402218163 6.7967832367867231 28.221566320862621 7.8550823451951137 8.5675430372357351 1339.8174419009592 5.9523210015613568 9.6757465917617065 5.1423747059889138 22.729902622057125 10.491694903932514 36.200745813315734 6.6098085129633537 548.5497615581844 5.0242150221019974 5.6868321420624852 6.2408351413905612 6.539586415514349 8.2030835859477502 leaf_count=93 69 78 494 74 242 73 308 57 102 14938 137 73 80 403 127 698 134 11677 48 169 46 68 114 internal_value=-0.000424165 0.00710289 0.0143921 0.00853473 0.0275842 0.0454323 -0.00338382 0.0144159 -0.00357266 -0.00102463 0.0210784 -0.0021373 0.0525892 -0.00128949 0.000156581 0.000511155 -0.00472951 -0.00393978 -0.0149888 -0.00988393 -0.0205484 -0.026653 -0.0326949 internal_weight=2159.85 158.156 93.3638 79.7506 30.6544 13.6132 64.7921 25.3055 49.0962 2001.69 22.5481 17.4504 10.9089 1979.14 1393.05 1376.02 586.093 571.28 39.4866 11.6392 34.4624 17.0313 14.8129 internal_count=30302 1664 1063 912 316 151 601 199 596 28638 479 142 173 28159 15831 15636 12328 12080 402 306 354 195 248 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=18 num_cat=0 split_feature=19 11 44 9 44 5 34 39 29 29 25 39 39 43 44 8 24 split_gain=5.73096 4.2657 6.70116 8.83335 9.74079 7.40026 8.00981 5.97998 4.47058 6.49502 6.16196 6.08118 4.71202 3.87127 3.25319 3.17797 2.71398 threshold=-1.6609499999999999 327.44000000000005 55.500000000000007 1.5000000000000002 57.500000000000007 0.21115000000000003 5.2501000000000007 0.12975000000000003 255.67780000000002 316.96155000000005 1783.595 0.28075000000000006 0.22905000000000003 600.50000000000011 621.50000000000011 17.245000000000001 0.99995000000000012 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=15 8 5 4 -4 6 -3 -7 11 10 -10 14 -11 -5 -2 -1 -17 right_child=1 2 3 13 -6 7 -8 -9 9 12 -12 -13 -14 -15 -16 16 -18 leaf_value=0.010678612961716565 -0.035335191344603931 0.032526350783444555 0.055341889373558044 0.0048196627646352038 0.0027448089699444412 0.012717359345319265 -0.023045366351463772 -0.0058735414605245034 -0.0014902863613791015 0.0060467156940568582 0.056045007758632887 0.027214301237602476 -0.00068052941573007485 -0.024660481153329444 0.0022801740638822353 -0.0072013128954625839 -0.045694178794274148 leaf_weight=5.0163381912279901 19.413907944224778 6.0788963552331543 7.9539760383777312 14.330941437743602 588.12611586437561 51.019918273203075 84.640738729387522 253.72452298365533 7.5226716375909772 597.59623237606138 10.347877885214983 6.0185925755649796 458.0980581510812 41.574243708746508 7.502296855673193 8.3059404036030173 11.903316442156211 leaf_count=108 321 316 133 520 8394 901 2229 3919 126 6821 140 66 4823 1254 106 121 280 internal_value=0.000637883 0.000922561 -0.00136048 0.00174821 0.00354654 -0.00648974 -0.0189531 -0.00271331 0.00308755 0.00365302 0.0327648 -0.0147617 0.00312494 -0.0170637 -0.0249655 -0.0225877 -0.0311949 internal_weight=2179.17 2153.95 1047.45 651.985 596.08 395.464 90.7196 304.744 1106.5 1073.56 17.8705 32.9348 1055.69 55.9052 26.9162 25.2256 20.2093 internal_count=30578 30069 17666 10301 8527 7365 2545 4820 12403 11910 266 493 11644 1774 427 509 401 is_linear=0 shrinkage=0.05 Tree=153 num_leaves=23 num_cat=0 split_feature=43 12 5 37 31 31 21 21 22 20 39 20 19 25 20 45 20 25 31 31 39 5 split_gain=3.28587 6.03565 9.40651 7.70327 4.40308 5.73032 6.40667 5.63073 3.79891 6.3132 8.73051 8.47592 7.33184 6.17595 9.70581 6.2794 6.60644 5.79025 4.9098 2.76882 2.68963 2.51508 threshold=2202.5000000000005 129.14500000000001 1.0344500000000003 3505.0000000000005 0.92185000000000017 0.7198500000000001 5278.0700000000006 183.655 6004.2900000000009 1284.3800000000003 0.073150000000000007 424.71500000000003 -0.042449999999999995 29533.505000000001 20375.550000000007 1.0000000180025095e-35 15781.460000000001 20873.715000000004 0.84255000000000013 0.7581500000000001 0.090050000000000005 0.37695000000000006 decision_type=10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=8 4 3 -3 5 20 -7 -6 13 10 -10 -12 -11 14 17 16 -15 -1 -14 -17 -2 -9 right_child=1 2 -4 -5 7 6 -8 21 9 12 11 -13 18 15 -16 19 -18 -19 -20 -21 -22 -23 leaf_value=0.00080832001944717159 -0.0063764867107940233 0.077074253985609367 -0.018557798754011322 0 0.013675377596432002 -0.0059983640616574768 0.020004318438027274 -0.0490912420984988 -0.013863379815593647 0.044253709703968913 -0.0069638626003821914 0.056579128367444699 -0.017278848550983435 0.0011922676727285097 0.059363352642280681 -0.053152146738150621 -0.028233851748449435 0.012679626131571767 0.026223577801181897 -0.016228965067705065 -0.045762534976703302 -0.016589040422839287 leaf_weight=1601.8681179241976 8.1954969556536543 7.0855231378227481 8.7763514108955842 5.5267208060249695 7.1896699524950227 118.20862983353436 28.545683237724006 13.420520638581367 8.9444566019810718 6.7199963741004458 6.5134285851381746 20.335030819289386 32.353324795607477 103.46462670853361 6.3031130507588378 8.8487648190930503 22.29260085709393 108.89693529298529 7.0436303825117639 14.517518917564301 10.243886945070697 13.843239381909369 leaf_count=23418 217 74 87 58 135 1776 311 265 173 109 116 250 411 1007 49 110 175 1165 83 154 221 113 internal_value=0.000782189 -0.00497645 0.0196264 0.0459759 -0.00772181 -0.00422519 -0.000805496 -0.023754 0.00144036 0.0119189 0.0273675 0.0412876 -0.000291526 0.000971627 0.00182334 -0.00874884 -0.00416615 0.00157386 -0.00892083 -0.0320244 -0.0297429 -0.0339359 internal_weight=2169.14 221.036 21.3886 12.6122 199.647 165.194 146.754 34.4534 1948.1 81.9099 35.7929 26.8485 46.117 1866.19 1717.07 149.124 125.757 1710.77 39.397 23.3663 18.4394 27.2638 internal_count=30477 3257 219 132 3038 2525 2087 513 27220 1142 539 366 603 26078 24632 1446 1182 24583 494 264 438 378 is_linear=0 shrinkage=0.05 Tree=154 num_leaves=20 num_cat=0 split_feature=31 31 39 37 7 7 29 25 30 11 40 33 0 6 20 0 31 18 26 split_gain=6.81038 7.43348 12.5861 8.80958 4.92639 10.7484 9.06529 5.05547 4.81387 5.7901 4.8552 4.5197 3.65128 8.82166 8.10346 6.07367 4.64543 4.56406 4.29464 threshold=0.62445000000000006 0.63005000000000011 0.13865000000000002 4734.5000000000009 750.32500000000016 772.09000000000003 475.07145000000008 2761.0950000000007 4.5000000000000009 1029.3650000000002 3.5000000000000004 0.41365000000000002 5.5000000000000009 4.5000000000000009 424.71500000000003 2.5000000000000004 0.45665000000000006 4.5000000000000009 1.0000000180025095e-35 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=11 2 -2 -4 8 7 -7 -6 9 -3 -10 -1 15 14 -14 18 -17 -15 -13 right_child=1 4 3 -5 5 6 -8 -9 10 -11 -12 12 13 17 -16 16 -18 -19 -20 leaf_value=0.032658158012897835 -0.024725143730950964 0.0017118567104046579 0.01537232030121136 0.10085178331005661 0.011454779679503315 0.024072504188017443 0.0013776419068688523 0.079831633355797946 -0.036607062942906186 -0.011821767123861703 0.0069440688644522757 0.0013357772158177539 0.076204097488848127 -0.042431143933474448 0.0029641793314235994 -0.041509872097639199 -0.0084327618116089749 0.0083806291234348393 -0.0080151992891721313 leaf_weight=6.9595063964370629 5.8005242578219649 283.95284673036076 6.5881954785436374 5.6579697569832206 5.608098451048134 44.939892456168309 1073.7270434435923 5.5426715998910367 19.33850070415065 108.19334537023678 8.6718045081943256 191.45793399587274 6.4127327525056907 6.7123801065608886 8.1769356138538569 19.490687077050097 24.370914729777724 9.4490048950538021 336.02532096602954 leaf_count=142 114 4217 80 74 79 609 11670 68 371 2938 129 2512 81 108 127 584 716 135 5720 internal_value=-0.000246723 0.00149394 0.0325501 0.0598752 0.00110837 0.00282935 0.00231451 0.049627 -0.00350328 -0.00202993 -0.023177 -0.00473139 -0.00522529 0.0112565 0.0382999 -0.00613923 -0.0238403 -0.0136746 -0.00461556 internal_weight=2177.08 1568.02 18.0467 12.2462 1549.97 1129.82 1118.67 11.1508 420.156 392.146 28.0103 609.055 602.096 30.7511 14.5897 571.345 43.8616 16.1614 527.483 internal_count=30474 20349 268 154 20081 12426 12279 147 7655 7155 500 10125 9983 451 208 9532 1300 243 8232 is_linear=0 shrinkage=0.05 Tree=155 num_leaves=11 num_cat=0 split_feature=37 29 37 28 44 17 29 17 17 20 split_gain=3.53714 3.76243 2.71966 7.1815 7.30221 4.44741 6.54776 5.99735 2.79778 2.56039 threshold=55850.000000000007 47600.000000000007 7050.0000000000009 1.0000000180025095e-35 395.50000000000006 1.0580500000000004 1031.1381000000003 1.0303500000000001 -0.85734999999999995 3855.8750000000005 decision_type=8 10 10 10 8 8 10 10 10 10 left_child=1 2 5 4 -4 7 -7 -1 -5 -3 right_child=-2 9 3 8 -6 6 -8 -9 -10 -11 leaf_value=-0.00090468112071633543 0.037545531903863338 0.00070719738890354621 -0.0026049390873129756 0.006808164206583903 0.028305979155299699 -0.0019279516115357027 0.0063319529188530085 -0.026099470002087052 -0.027670633874497388 -0.043414641652374325 leaf_weight=666.74759855004959 5.3802441088482729 5.0475387070327979 356.81095085991547 6.3106379234232 19.173734547104686 372.82002395996824 666.331133691594 23.522045930847526 36.271398831508122 7.257444953545928 leaf_count=8407 88 57 5598 170 219 5723 8575 437 1080 66 internal_value=0.000366199 0.000253961 0.000420245 -0.00318803 -0.000944437 0.00129777 0.00336471 -0.00180698 -0.0224072 -0.0262471 internal_weight=2165.67 2160.29 2147.99 418.567 375.985 1729.42 1039.15 690.27 42.582 12.305 internal_count=30420 30332 30209 7067 5817 23142 14298 8844 1250 123 is_linear=0 shrinkage=0.05 Tree=156 num_leaves=14 num_cat=0 split_feature=41 12 12 20 42 31 37 42 24 42 21 12 31 split_gain=3.96757 3.57645 4.74147 10.5769 7.90636 6.7098 5.69902 7.08831 5.90208 3.39825 2.75315 4.99364 1.98962 threshold=15.480000000000002 260.88000000000005 131.34500000000006 1060.2950000000003 90500.000000000015 0.89305000000000012 4734.5000000000009 86500.000000000015 1.5176500000000004 83500.000000000015 238.78500000000003 475.64000000000004 0.52485000000000015 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=-1 2 6 4 -4 -5 8 -8 -2 -3 11 -11 -12 right_child=1 9 3 5 -6 -7 7 -9 -10 10 12 -13 -14 leaf_value=0.033448773696361185 0.0035198673278800069 0.024583024037681641 0.025441040043730191 0.011480857066989508 -0.013145303610283843 0.046271458460989762 -0.023311423480213391 -0.0024763063607976684 -0.0061929352534710359 -0.011919003115579469 -0.025102791629157552 0.038864811647123208 -0.0084537389881244214 leaf_weight=8.0493556091096234 969.6906265867874 6.165643833577632 15.087514251470564 141.19756146846339 74.441842188127339 14.737066732719539 42.882004993734881 610.90096140885726 185.21252379845828 13.198903730139138 30.53724217787385 6.3224242888391009 48.756336463615298 leaf_count=256 12896 60 150 1396 821 125 639 10216 2840 136 347 50 509 internal_value=0.000406096 0.000265169 0.000729191 0.00723556 -0.00637829 0.0150746 -0.000154561 -0.00388404 0.00195388 -0.00868838 -0.01104 0.00537723 -0.0151606 internal_weight=2167.18 2159.13 2054.15 245.464 89.5294 155.935 1808.69 653.783 1154.9 104.981 98.8149 19.5213 79.2936 internal_count=30441 30185 29083 2492 971 1521 26591 10855 15736 1102 1042 186 856 is_linear=0 shrinkage=0.05 Tree=157 num_leaves=21 num_cat=0 split_feature=20 43 35 5 41 14 23 24 33 25 43 25 36 41 23 41 32 26 19 21 split_gain=4.23961 4.31014 6.13611 7.03259 7.7261 6.12108 4.28366 7.88197 7.78139 4.53062 5.31385 3.9554 3.39174 3.36595 5.64663 4.41842 2.69318 4.20087 1.65779 3.76749 threshold=86.355000000000004 2241.5000000000005 1.5000000000000002 0.010850000000000002 17.425000000000004 96.215000000000018 10.500000000000002 1.0512500000000002 0.78890000000000005 17012.205000000005 2343.5000000000005 2500.0050000000006 92.335000000000022 38.750000000000007 10.500000000000002 76.015000000000015 99.915000000000006 2.5000000000000004 0.076950000000000005 238.78500000000003 decision_type=8 10 8 10 10 10 10 8 10 10 10 10 10 8 8 8 8 8 10 10 left_child=16 2 3 4 -2 -5 9 12 -9 11 -11 -3 -8 14 -4 -15 17 18 19 -1 right_child=1 6 13 5 -6 -7 7 8 -10 10 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 leaf_value=-0.017665475475716355 0.026725961407895394 0 -0.048638786005254092 0.0080382540907450346 -0.029105422754265132 -0.0094201427777174142 0.009181968349067841 0.05714075240780328 0.0047928181243369304 -0.020251051094161528 0.0089569666869509165 -0.029586899544757857 -0.029490411163754338 0.0062726965247686065 0.0098180797227681547 -0.0018298185124116058 -0.04384003302468608 0.025653858759076199 -0.033610153806592026 0.021715738347842774 leaf_weight=27.063868330325931 7.0594513779506078 14.801912195980547 8.4464711351320112 538.34915339690633 26.478008736041375 54.267988345585763 7.3677035127766457 8.4759613489732128 30.239585194271058 25.106298540718853 37.444961054716259 44.064232997363433 17.487997288815677 197.65273548522964 6.6248368779197344 1094.9757086317986 5.6592123189475378 6.4143669406184918 8.748745469376443 6.7427196614444247 leaf_count=531 244 361 151 8270 1187 569 96 110 329 280 500 868 267 2459 98 13548 216 174 154 130 internal_value=1.50191e-05 0.000374873 0.00107578 0.00514296 -0.0167749 0.00641793 -0.00689186 0.00352793 0.0175294 -0.0123725 -0.00282181 -0.0222209 -0.017922 -0.000870293 -0.02362 -0.000583126 -0.0136083 -0.00920703 -0.0150448 -0.00926901 internal_weight=2173.47 2118.84 1933.85 626.155 33.5375 592.617 184.989 63.5712 38.7155 121.417 62.5513 58.8661 24.8557 1307.7 15.0713 1292.63 54.6289 48.9697 42.5553 33.8066 internal_count=30542 29337 26526 10270 1431 8839 2811 802 439 2009 780 1229 363 16256 249 16007 1205 989 815 661 is_linear=0 shrinkage=0.05 Tree=158 num_leaves=19 num_cat=0 split_feature=1 43 31 43 43 24 8 22 29 43 17 6 41 17 2 29 18 26 split_gain=4.14738 4.29119 3.73451 8.15438 6.65217 5.29656 10.3843 5.02652 4.97802 8.25586 7.17191 4.56898 4.0663 3.49775 3.28297 4.68443 4.67694 2.23778 threshold=1.5000000000000002 158.50000000000003 0.78365000000000007 2131.5000000000005 2096.5000000000005 5.5961000000000007 68.515000000000015 6004.2900000000009 4402.1739000000007 50.500000000000007 inf 1.0000000180025095e-35 57.735000000000007 1.1772500000000001 12050.000000000002 5900.6250000000009 11.500000000000002 3.5000000000000004 decision_type=10 10 10 10 10 10 8 10 10 10 8 8 10 10 10 10 10 10 left_child=2 -2 3 4 7 8 -7 -1 9 -4 -10 -8 -5 -14 16 -16 17 -3 right_child=1 14 5 12 -6 6 11 -9 10 -11 -12 -13 13 -15 15 -17 -18 -19 leaf_value=-0.0023310615540133388 0.015329729770191295 -0.006135057573339972 0.036150558112455003 0.013939634913723187 0.041009052683060918 0.078487944215575853 0.021860052860332053 0.012832441119085323 0.0055901638166284727 -0.0018418592119919339 0.046970094427934428 -0.026042653561005758 -0.038651275082308235 -0.010300388714628052 0.029845753622795249 -0.028763157608428059 0.0098509538087544965 -0.040432608311797111 leaf_weight=1106.3734408495948 9.8444597329944354 6.7072287569753817 13.640525007154791 6.4293149572331449 8.2351601053960604 5.619101089425385 13.655289825983351 56.425436207093298 231.31456976290792 601.49470407795161 10.049425501376389 6.5137314405292264 25.24313142686151 21.249447335489094 6.548533578636123 5.1959077676292509 6.8018330237828186 25.742371709318832 leaf_count=16103 259 288 187 118 109 84 130 760 2147 7311 103 124 448 391 203 140 195 1415 internal_value=-0.000711509 -0.0134762 -0.000334199 -0.00212307 -0.00124205 0.00214135 0.0240483 -0.00158055 0.00144866 -0.000933963 0.00752038 0.00565392 -0.0211407 -0.0262885 -0.019321 0.00330166 -0.0261281 -0.0338882 internal_weight=2167.08 60.8403 2106.24 1223.96 1171.03 882.287 25.7881 1162.8 856.499 615.135 241.364 20.169 52.9219 46.4926 50.9959 11.7444 39.2514 32.4496 internal_count=30515 2500 28015 17929 16972 10086 338 16863 9748 7498 2250 254 957 839 2241 343 1898 1703 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=15 num_cat=0 split_feature=24 5 24 31 8 24 46 15 7 40 36 33 14 25 split_gain=4.48797 4.92582 4.8779 5.68507 8.63211 5.12606 4.32596 4.74965 4.25401 4.06282 2.03018 2.5335 1.57516 0.717348 threshold=15.689500000000001 0.25025000000000003 5.5961000000000007 0.78905000000000014 79.315000000000012 4.2483500000000012 24.550000000000001 5.0697500000000018 1256.9100000000001 7.0000000000000009 98.345000000000013 0.81295000000000006 86.035000000000011 7101.7400000000007 decision_type=10 10 10 10 10 10 10 8 10 8 10 10 8 8 left_child=2 -2 5 8 -5 6 9 -8 -4 -1 11 -3 -13 -7 right_child=1 10 3 4 -6 13 7 -9 -10 -11 -12 12 -14 -15 leaf_value=-0.0010645562969206408 0.025938066401603656 -0.048883483085105511 -0.030088613881561262 0.088891386426898839 0 -0.045131760256817324 -0.022263148099110279 0.018005254146134818 0.025070081874983538 0.0035293995228844904 0.0030370953169727918 -0.026349038906767316 0.0011880952711656818 -0.013640767614570799 leaf_weight=1282.0783269699896 5.085147193633019 9.3168955622240919 5.526013772934677 5.1076406482607108 5.0557569060474634 5.5403360622003648 37.449785551987588 8.1096532986266521 6.5216904506087303 768.41454980941489 5.81662339484319 13.057855360675601 7.571037768386307 5.0031962390057751 leaf_count=18873 101 172 123 74 59 105 840 361 119 9179 115 236 108 82 internal_value=5.87622e-05 -0.0161542 0.000379643 0.0231769 0.0488875 0.000126023 0.000311232 -0.0147552 -0.000213778 0.000655455 -0.0228182 -0.0279377 -0.0164238 -0.0330978 internal_weight=2169.65 40.8476 2128.81 22.2111 10.1634 2106.6 2096.05 45.5594 12.0477 2050.49 35.7624 29.9458 20.6289 10.5435 internal_count=30547 732 29815 375 133 29440 29253 1201 242 28052 631 516 344 187 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=19 num_cat=0 split_feature=26 26 15 37 5 21 16 6 19 39 5 37 6 31 34 18 42 11 split_gain=3.84024 5.02274 5.85922 5.85716 5.75078 4.51396 3.89762 4.5636 3.79415 8.86708 19.1163 6.01248 4.37075 5.74951 5.12591 2.88618 3.05824 1.97435 threshold=12.500000000000002 19.500000000000004 1.4070500000000001 2720.0000000000005 0.32565000000000005 2278.8150000000001 102.24500000000002 1.5000000000000002 0.16755000000000003 0.22145000000000004 0.75565000000000015 13550.000000000002 1.0000000180025095e-35 0.59875000000000012 63.752400000000002 5.5000000000000009 176500.00000000003 1810.825 decision_type=10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 8 10 8 left_child=6 3 17 -2 -5 -6 8 15 12 10 -10 -11 14 -14 -1 -8 -17 -3 right_child=1 2 -4 4 5 -7 7 -9 9 11 -12 -13 13 -15 -16 16 -18 -19 leaf_value=-0.00077735959701764705 0.059037737779902379 -0.048519395289269969 0.022859691575329244 -0.024364558729131694 0.05017294572669663 0.00043662004221401134 -0.050995182528722698 0.020320250661880725 0.065803433818935039 0.00089805701930855157 -0.015982327997595424 0.035425594360861568 -0.013751593070417118 -0.0019242614085721453 0.0094385302562739731 -0.032449827070177954 0.0074728428330721117 -0.0046572696146160615 leaf_weight=990.8601105165435 8.2151993392035347 5.6270147520117435 8.2248212019912916 7.0297140710754347 8.6021345215849596 9.1167332911863905 7.6943025244399967 5.455576764419674 15.59255991340615 380.83470394648612 11.840603401884435 12.061167348176239 138.01470591884572 400.87006653647404 139.07974978396669 9.0739860404282826 8.2681879745796305 5.0184192932210872 leaf_count=11395 119 92 292 270 144 103 113 84 196 4940 112 183 3297 7490 1352 105 105 129 internal_value=-0.00014065 0.0131714 -0.00697986 0.0247201 0.0112839 0.0262401 -0.000474599 -0.0179356 -0.000208898 0.00402829 0.0310069 0.00205793 -0.00128089 -0.0049825 0.000482886 -0.026924 -0.0137737 -0.030447 internal_weight=2171.48 51.834 18.8703 32.9638 24.7486 17.7189 2119.65 30.4921 2089.15 420.329 27.4332 392.896 1668.82 538.885 1129.94 25.0365 17.3422 10.6454 internal_count=30521 1149 513 636 517 247 29372 407 28965 5431 308 5123 23534 10787 12747 323 210 221 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=20 num_cat=0 split_feature=3 20 20 42 22 22 0 44 22 19 40 10 42 26 23 27 24 24 32 split_gain=5.31271 6.02086 6.13538 4.89884 4.82119 7.19884 6.78993 6.97709 13.1807 6.43571 6.22509 5.31902 4.76851 4.60597 4.46815 4.15121 3.93274 3.88966 3.52354 threshold=7.5000000000000009 399.91500000000008 1012.2200000000001 84500.000000000015 1038.3650000000002 171.43000000000004 5.5000000000000009 505.50000000000006 3370.5300000000002 0.068650000000000003 2.5000000000000004 5.6027500000000012 97500.000000000015 18.500000000000004 5.5000000000000009 2.5000000000000004 2.5540000000000007 1.2623500000000003 97.125000000000014 decision_type=8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=4 17 12 -4 5 11 7 9 -9 -6 -7 13 18 -1 -5 -14 -12 -2 -3 right_child=1 2 3 14 6 10 -8 8 -10 -11 16 -13 15 -15 -16 -17 -18 -19 -20 leaf_value=-0.00037734197994826409 0.013904045303739966 -0.054812835028024393 0.047795057957980024 -0.027479399976204241 -0.010489469523850537 0.023637099578801921 0.050989864244972705 0.060676400241475519 0.0031292551434931645 0.0081428729968832381 -0.027006022489769434 0.045710417557432319 0.031014962504776523 -0.034348692528688558 0.013703321407661848 -0.015884420021923272 0.0022648547131470832 0.063022705307559324 -0.0010971416556745366 leaf_weight=1719.7198521539103 9.9375058840960282 7.4336323337629455 8.4796316996216756 6.5466482578776768 76.81792398984544 7.8715010909363619 7.2903194734826675 14.067345402436329 30.243389441864565 113.49097728333436 54.070829521282576 5.226813204586505 7.2799503188580301 9.0413582129403931 50.280070749111474 9.9084438886493427 13.921514105517415 7.3148201406002036 5.1539936885237694 leaf_count=23019 85 67 57 70 1749 164 123 258 395 1775 1365 47 55 244 442 109 262 58 52 internal_value=0.000393249 0.0109323 0.00575459 0.0143034 -0.000186378 -0.00107592 0.00642518 0.00480867 0.022445 0.000580301 -0.0160511 -0.000408981 -0.0126883 -0.000577656 0.0084793 0.00431748 -0.0209943 0.0373157 -0.0348864 internal_weight=2164.1 112.335 95.0824 65.3064 2051.76 1809.85 241.91 234.62 44.3107 190.309 75.8638 1733.99 29.776 1728.76 56.8267 17.1884 67.9923 17.2523 12.5876 internal_count=30396 995 852 569 29401 25101 4300 4177 653 3524 1791 23310 283 23263 512 164 1627 143 119 is_linear=0 shrinkage=0.05 Tree=162 num_leaves=19 num_cat=0 split_feature=31 1 20 32 8 7 33 39 44 33 34 31 8 5 34 25 43 18 split_gain=4.92783 8.37092 7.70552 10.2621 8.50737 7.74153 10.1343 5.84171 5.70923 4.03003 4.64591 4.82986 4.34665 6.68513 6.22957 3.79787 2.58244 2.46374 threshold=0.85235000000000005 1.5000000000000002 594.82500000000016 95.595000000000013 38.365000000000002 37.640000000000008 0.9144500000000001 0.17515000000000003 1429.5000000000002 0.43905000000000005 27.906250000000004 0.77715000000000012 30.330000000000002 0.41605000000000009 63.752400000000002 23908.820000000003 1287.5000000000002 6.5000000000000009 decision_type=10 10 10 10 10 10 10 10 8 8 10 8 10 10 10 10 10 8 left_child=8 2 3 7 -5 15 -7 -2 9 10 11 -1 14 -14 -11 -4 -3 -10 right_child=1 16 5 4 -6 6 -8 -9 17 12 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=0.012130973608056836 -0.024138617059098172 -0.0018587634492814376 -0.02987040998632497 0.012494830346105499 0.077959672759391863 0.0034517649261512832 0.028208569685772306 0.033395467080615221 -0.0049197367993770204 -0.0077614815415224707 -0.016630821617063918 0.067276401883587786 0.0066288425834947528 -0.0014014303042037522 0.017791889778356239 0.0095179737916440341 -0.047465613956103457 -0.044502984420709019 leaf_weight=12.371682169614365 10.302104665897788 5.0665406270418307 22.328072258736942 9.4143282920122164 11.309192800894378 390.27309175394475 45.420552587136626 6.2260499391704789 7.2700985970441279 294.22802054719068 5.73845633980818 5.5412070462480179 356.12290515960194 942.41397458547726 24.90250128111802 7.5195571715012184 8.5699371770024282 9.3844544133171421 leaf_count=239 160 280 587 250 153 3899 414 69 101 5271 117 103 6350 11668 320 104 360 124 internal_value=0.000845386 0.00510608 0.00618817 0.0277961 0.0503945 0.00439256 0.00610277 -0.00151185 -0.000481009 -0.00017363 0.0198859 0.0321093 -0.000482106 0.000800426 -0.00570253 -0.0197983 -0.032147 -0.0287646 internal_weight=2174.4 516.429 502.793 37.2517 20.7235 465.541 435.694 16.5282 1657.97 1641.32 23.6513 17.9129 1617.67 1298.54 319.131 29.8476 13.6365 16.6546 internal_count=30569 6276 5636 632 403 5004 4313 229 24293 24068 459 342 23609 18018 5591 691 640 225 is_linear=0 shrinkage=0.05 Tree=163 num_leaves=24 num_cat=0 split_feature=43 41 29 43 34 21 44 32 21 39 24 22 5 32 5 43 17 37 34 23 33 20 6 split_gain=6.91224 4.42503 5.96259 4.66456 5.38437 5.3065 4.25977 3.87857 7.98484 8.64075 4.72251 6.53231 3.33777 8.48126 6.77766 3.22312 5.8203 1.97822 3.78239 4.65744 1.5646 1.11095 0.0131454 threshold=2241.5000000000005 38.750000000000007 16511.583350000004 2078.5000000000005 55.279300000000013 8275.715000000002 309.50000000000006 95.975000000000009 238.78500000000003 0.13135000000000002 0.53525000000000011 14822.105000000001 0.015050000000000003 98.745000000000019 0.034350000000000006 315.50000000000006 1.0000500000000001 3650.0000000000005 26.632750000000005 6.5000000000000009 0.87475000000000014 2137.3750000000005 1.0000000180025095e-35 decision_type=10 8 8 8 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 left_child=1 2 15 12 5 -5 17 8 -8 -10 -9 -12 13 -3 -14 16 -1 18 21 -20 -17 -2 -19 right_child=6 3 -4 4 -6 -7 7 10 9 -11 11 -13 14 -15 -16 20 -18 22 19 -21 -22 -23 -24 leaf_value=0.031427206826029438 -0.011050388547174148 -0.023190270520356535 0.03032177060682157 0.015296638848633692 -0.023283483383621278 -0.025541116029962809 -0.031944275957182175 0.023889938050967841 0.052300792617716391 0.00067389080743292425 -0.016864961976807362 0.033239046466641525 0.02949510961810577 0.013316416476271062 0.001389112892236379 -0.010251044783330866 -0.029886575554104747 -0.024361223903627553 0.035225028057417909 -0.025066900452633073 -0.04333857046327913 -0.046751008510234428 -0.04629003492470863 leaf_weight=5.8877409636042994 5.0283002683427203 41.582927415147424 5.3472059071063986 135.15961558162235 10.03890538937412 7.4739141571335486 9.0672004316002113 8.3952814079821092 11.376918465830384 24.142918520607054 87.821385058341548 6.0391241684555999 20.75011178618297 24.39114794775378 1701.1103457671124 6.2225891535636064 7.8070990978740156 6.0635575177147967 5.8075120304711145 5.0289034601300955 14.358167026424779 5.8329477696679533 7.0948544553248212 leaf_count=169 132 1187 75 1659 97 82 154 110 129 255 1408 56 409 914 22131 232 220 78 80 60 440 131 202 internal_value=0.000839596 0.00169951 -0.0146207 0.00204268 0.0104074 0.012959 -0.00846227 -0.0046121 0.00751698 0.0183261 -0.0099708 -0.0132721 0.00132016 -0.00962149 0.00174764 -0.0224345 -0.00284124 -0.0239619 -0.0133227 0.00706877 -0.0345048 -0.0329697 -0.0389724 internal_weight=2161.83 1980.13 39.6228 1940.51 152.672 142.634 181.699 146.843 44.587 35.5198 102.256 93.8605 1787.83 65.9741 1721.86 34.2756 13.6948 34.8561 21.6977 10.8364 20.5808 10.8612 13.1584 internal_count=30410 27615 1136 26479 1838 1741 2795 2112 538 384 1574 1464 24641 2101 22540 1061 389 683 403 140 672 263 280 is_linear=0 shrinkage=0.05 Tree=164 num_leaves=27 num_cat=0 split_feature=26 10 21 39 18 44 44 37 42 31 36 36 21 5 5 45 32 32 44 5 36 37 31 42 34 31 split_gain=4.29915 5.21919 5.90063 4.98497 4.90697 5.02178 4.6202 6.76967 6.40939 6.03201 5.55585 7.62322 5.38022 4.53486 7.47744 4.69657 4.45689 8.57035 6.06025 4.94339 8.52772 5.77551 3.40979 2.63651 2.01763 0.179047 threshold=1.5000000000000002 -1.0000000180025095e-35 1696.5500000000002 0.036150000000000009 7.5000000000000009 26.500000000000004 45.500000000000007 1960.0000000000002 186500.00000000003 0.57085000000000008 98.785000000000011 98.345000000000013 1195.5900000000001 0.51515000000000011 0.5303500000000001 3.5000000000000004 98.895000000000024 99.745000000000019 43.500000000000007 0.27925000000000005 94.735000000000014 941.50000000000011 0.75635000000000008 161500.00000000003 18.382950000000005 0.8226500000000001 decision_type=10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=1 2 4 -4 22 -6 7 8 -2 12 11 -9 24 15 -15 -11 19 18 -18 21 -21 -3 -1 -14 -8 -5 right_child=6 16 3 25 5 -7 9 10 -10 13 -12 -13 23 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=0.023149854317691818 -0.0043180683260458236 -0.017953840078720994 -0.0011516320794358167 -0.050386386725654847 0.014044138371943413 -0.026284828121075417 -0.045513351524119547 0.00051468626921462345 0.060489701254518746 -0.010050013254408408 -0.036198926695236715 0.047210727883188759 -0.026685642860430788 0.043283062554143319 -0.00053108953214912522 0.018534717333607047 -0.0013951640795259808 -0.017623354237487811 0.051915513264185378 0.00047355332381010854 0.010676918497852662 -0.00012216449919903711 -0.010137225856987295 0.003477779054442352 -0.0080630283471797206 -0.025535366015443213 leaf_weight=22.407107179518789 5.8310810010880223 51.330533449538052 11.129961106926205 11.478086980059745 10.173739127814768 24.338100332766771 18.674970972118903 142.09289624204393 8.7658132389187795 230.05185524618719 8.3864178847288695 8.3324276262428594 9.6662101885303873 9.1061121029779297 262.51683070510626 14.303026078967376 7.3073769076727357 9.7407931380439532 16.645502074155957 558.68635931890458 323.37293568812311 347.92241631774232 10.516116766259072 21.335372863337398 5.4241916714236131 5.7908268868923178 leaf_count=229 85 634 78 117 100 203 561 2702 132 4589 292 207 169 110 3120 399 120 176 201 6125 3731 5718 73 349 114 41 internal_value=0.000172436 0.00179647 -0.00939809 -0.0280998 -0.00115368 -0.0141948 -0.00289676 0.00421822 0.0356631 -0.00506957 0.00109166 0.00342901 -0.0206634 -0.00335791 0.00107281 -0.00828774 0.00262262 0.0203264 0.0360473 0.00213769 0.00422774 -0.00246634 0.0123847 -0.00631085 -0.0379404 -0.0441806 internal_weight=2155.33 1410.84 95.8339 28.3989 67.4351 34.5118 744.487 173.409 14.5969 571.079 158.812 150.425 55.1007 515.978 271.623 244.355 1315.01 33.6937 23.9529 1281.31 882.059 399.253 32.9232 31.0016 24.0992 17.2689 internal_count=30375 17546 841 236 605 303 12829 3418 217 9411 3201 2909 1193 8218 3230 4988 16705 497 321 16208 9856 6352 302 518 675 158 is_linear=0 shrinkage=0.05 Tree=165 num_leaves=29 num_cat=0 split_feature=34 34 8 32 36 17 34 44 8 44 44 21 34 32 21 31 37 35 36 17 36 6 12 17 31 25 8 5 split_gain=4.23213 7.69728 9.8712 6.8176 7.4571 7.23208 4.68627 11.4598 9.7433 12.3552 5.90778 5.45862 8.12227 7.16001 6.87501 10.7318 6.65875 4.496 9.41496 9.8451 7.31877 4.38447 5.27536 4.28247 4.09954 4.97939 3.53975 1.83179 threshold=7.5462500000000006 6.5850500000000007 129.72500000000002 92.975000000000009 91.325000000000003 3.4560500000000007 12.752250000000002 101.50000000000001 76.075000000000003 29.500000000000004 16.500000000000004 1885.3450000000003 157.85725000000005 84.735000000000014 1631.0550000000001 0.83795000000000008 16900.000000000004 4.5000000000000009 98.155000000000015 0.11595000000000001 97.165000000000006 3.5000000000000004 76.745000000000019 0.7833500000000001 0.64665000000000006 4373.4150000000009 86.245000000000019 1.2213500000000004 decision_type=8 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 8 8 10 8 10 10 10 10 10 10 10 10 left_child=1 17 3 4 -3 -5 7 8 10 -10 -2 14 13 -13 16 -16 -8 21 20 -20 -19 22 -1 -14 27 -26 -23 -9 right_child=6 2 -4 5 -6 -7 11 24 9 -11 -12 12 23 -15 15 -17 -18 18 19 -21 -22 26 -24 -25 25 -27 -28 -29 leaf_value=0.0059990909877750322 0.02244886466680459 0.0086092354050578464 -0.036658066390135961 0.0032770827845563081 0.072775601953443667 0.048842060883254511 -0.0020382076601586003 -0.042940620022001719 -0.020037696695794773 0.032608503476486597 -0.010915898619721837 -0.027516617341400335 -0.0051231129820621703 0.0062867129010216868 -0.027956372787896477 0.017929949952096142 0.050749884575855199 0.0074022710183072483 -0.015593175669126255 0.058710228973598115 -0.047270058231991076 -0.00901025909039334 -0.0096264134178701485 -0.045152722419512077 -0.025407841874852823 -0.0070380327408025691 -0.04441070562665448 -0.0062880842912278528 leaf_weight=146.85572067636531 14.535287907347081 7.9491396392695632 6.5987266311421982 40.803114685695618 11.287053631618617 10.233531716745345 806.78419916180428 16.264541733544323 14.017350589856504 43.215133970137686 88.884546638466418 15.197121050208805 16.482987388968471 456.50331526785158 55.666698267683387 15.545991583261637 5.0134413158521047 38.819719842169434 5.5130401193164289 15.299388749524953 6.2291790833696714 33.806224213214591 84.081405128352344 11.002460163086651 50.417762219673023 139.90963391773403 8.4319046908058208 5.1451635025441638 leaf_count=3203 307 115 75 701 151 144 11017 374 198 565 1595 132 175 5360 739 154 71 491 100 201 99 694 1094 113 725 1767 113 64 internal_value=-0.000873693 0.00365127 0.0178287 0.0234578 0.0482424 0.0132726 -0.00195061 -0.0069222 0.00311443 0.0195059 -0.00600864 -0.00060352 0.00356666 0.00513116 -0.00296804 -0.0177604 -0.00164401 0.000379062 0.0120161 0.0389861 -0.000911365 -0.00244194 0.000271501 -0.0223451 -0.0145397 -0.0120377 -0.0170565 -0.0350291 internal_weight=2170.49 415.908 76.8716 70.2728 19.2362 51.0366 1754.59 372.389 160.652 57.2325 103.42 1382.2 499.186 471.7 883.01 71.2127 811.798 339.037 65.8613 20.8124 45.0489 273.175 230.937 27.4854 211.737 190.327 42.2381 21.4097 internal_count=30537 7181 1186 1111 266 845 23356 5595 2665 763 1902 17761 5780 5492 11981 893 11088 5995 891 301 590 5104 4297 288 2930 2492 807 438 is_linear=0 shrinkage=0.05 Tree=166 num_leaves=15 num_cat=0 split_feature=41 4 41 23 8 10 15 19 8 8 32 34 29 4 split_gain=5.659 6.04482 4.41248 4.79075 3.9043 6.62001 5.69913 5.28714 5.45244 5.11781 3.80701 3.31964 2.30968 0.444198 threshold=17.425000000000004 8345.2850000000017 36.930000000000007 10.500000000000002 35.305000000000007 0.19325000000000003 1.0787500000000001 -0.84979999999999989 114.30500000000002 40.465000000000011 96.195000000000007 17.577150000000003 2000.5000000000002 4656.2850000000008 decision_type=8 10 10 10 10 10 8 8 8 10 8 10 8 10 left_child=1 -1 3 12 5 10 -7 8 -6 -9 -4 -5 -2 -14 right_child=2 -3 4 11 7 6 -8 9 -10 -11 -12 -13 13 -15 leaf_value=-0.0021989933282338214 -0.0044013884230456688 0.056517760375123287 0.058144955459363094 -0.020149527783557112 -0.031689229835752085 -0.0034507815865329238 -0.027258106294128771 0.014971906823720802 0.015437012802692477 0.00097757130877492793 0.00515387962376118 0.02916902185511272 -0.049013181686151153 -0.02066026851301167 leaf_weight=8.0345927944872546 6.3096438160864663 8.076310324482618 5.4861375065520388 5.2392289412673545 22.00145368417725 493.33256515790708 25.619078948860988 67.42896583979018 7.519701098091903 1489.5361730698496 8.0439938281197083 6.4864652547985315 10.163720469921826 5.0303407572209826 leaf_count=336 260 149 104 132 404 6975 1578 1012 166 18719 216 86 249 143 internal_value=-0.000111373 0.028526 -0.000341218 -0.0181503 -5.11487e-05 -0.00375396 -0.00468586 0.00119008 -0.0194088 0.00159607 0.0295075 0.00688806 -0.031725 -0.0417905 internal_weight=2168.31 16.1109 2152.2 33.2294 2118.97 532.482 518.952 1586.49 29.5212 1556.97 13.5301 11.7257 21.5037 15.1941 internal_count=30529 485 30044 870 29174 8873 8553 20301 570 19731 320 218 652 392 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=26 num_cat=0 split_feature=21 25 36 0 13 25 12 18 42 14 36 20 25 41 44 36 8 22 4 25 17 2 43 30 21 split_gain=3.476 6.74054 8.4865 7.93361 5.67845 5.20553 4.64207 3.70185 10.2915 15.3772 9.38652 13.0433 6.62067 6.12987 5.41866 7.58344 4.96554 3.40095 3.2223 2.97699 2.40124 3.37487 0.672373 0.473803 0.458015 threshold=71.660000000000011 3676.7300000000005 95.995000000000019 1.0000000180025095e-35 2.7948000000000004 14258.200000000003 475.64000000000004 1.5000000000000002 85500.000000000015 21.775000000000002 96.735000000000014 8589.4050000000025 22451.085000000003 38.750000000000007 1374.5000000000002 98.265000000000015 105.99000000000002 10190.860000000002 1000.4250000000001 2068.5750000000003 1.0767500000000003 1.0000000180025095e-35 609.50000000000011 3.5000000000000004 565.0100000000001 decision_type=8 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=1 18 3 6 5 -4 -3 8 9 -2 11 -10 -12 17 15 -15 -16 24 20 -20 21 -1 -5 -22 -9 right_child=7 2 4 22 -6 -7 -8 13 10 -11 12 -13 -14 14 16 -17 -18 -19 19 -21 23 -23 -24 -25 -26 leaf_value=0.0087064614082550517 0.10804777587489983 -0.0047639052514126742 0.066943745199133028 -0.02037979920985078 -0.006906748902748722 0.010828903086206485 0.038696159489671367 -0.019722958666355653 0.0053723535152745945 0.0004324707645354315 -0.022907912107316672 0.059480408671662627 0.019778363047272429 -0.00087364571006854795 -0.023899103365673583 0.010139695348304577 0.0068718021556924873 0.00013556180554007328 0.024817471593642795 -0.020755982502649328 -0.049915967110404136 -0.032090967512404443 -0.047970330203036669 -0.022381053397656107 -0.048080008081059701 leaf_weight=7.6469135412480744 5.0728793139569444 73.174538701307029 8.1037143284920621 6.9330875750165459 9.3259203622583318 8.8772933459840697 5.6928404904901972 5.0593909034505513 92.644681952660903 7.5469001089222729 41.030194987077266 11.756805439712478 10.634129385463892 1577.4027857009787 43.035057491390035 172.46116144466214 17.820077683776617 7.6071813730522981 5.419180633267386 7.1009032515576109 12.181360650341956 11.571611238643525 9.5192434613127244 5.6641377341002217 9.0221416174899769 leaf_count=209 87 1036 288 292 329 148 39 108 1660 94 1333 139 181 19509 488 2576 140 96 193 282 287 394 343 134 212 internal_value=-0.000556326 -0.00737281 -0.000942545 -0.00794915 0.0236233 0.0401199 -0.00111902 2.77763e-05 0.00709553 0.0488156 0.00340082 0.0120195 -0.0138181 -0.000623647 -0.000297062 0.000214111 -0.0148423 -0.026454 -0.0227165 -0.000283606 -0.0299564 -0.0159829 -0.038464 -0.0430931 -0.0402064 internal_weight=2172.3 171.211 121.627 95.3197 26.3069 16.981 78.8674 2001.09 168.686 12.6198 156.066 104.401 51.6643 1832.41 1810.72 1749.86 60.8551 21.6887 49.5841 12.5201 37.064 19.2185 16.4523 17.8455 14.0815 internal_count=30597 3974 2475 1710 765 436 1075 26623 3494 181 3313 1799 1514 23129 22713 22085 628 416 1499 475 1024 603 635 421 320 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=25 num_cat=0 split_feature=39 42 14 17 44 34 32 25 44 44 43 31 39 12 11 29 17 33 29 14 0 32 45 14 split_gain=3.38244 7.43956 9.06153 8.74724 5.68299 6.96087 7.64817 6.34726 7.869 5.61376 8.02673 9.88338 9.50046 7.19047 7.09306 8.03291 6.3875 6.28866 6.58283 5.83281 5.43587 5.0889 4.54059 4.52197 threshold=0.13575000000000001 84500.000000000015 20.990000000000006 1.3118500000000004 382.50000000000006 63.752400000000002 87.425000000000026 50009.025000000009 402.50000000000006 90.500000000000014 394.50000000000006 0.8226500000000001 0.40685000000000004 36.655000000000008 827.98000000000013 1250.5000000000002 1.6358500000000002 0.33510000000000006 4750.0714500000004 42.695000000000007 4.5000000000000009 99.625000000000014 1.0000000180025095e-35 65.045000000000016 decision_type=10 10 10 8 8 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 left_child=1 2 -1 22 5 21 -7 8 -6 10 14 13 -13 -12 15 -2 -16 -11 20 -20 -19 -3 -4 -5 right_child=9 4 3 23 7 6 -8 -9 -10 17 11 12 -14 -15 16 -17 -18 18 19 -21 -22 -23 -24 -25 leaf_value=0.07839701590942709 0.014483281901760207 -0.0019532585266269211 -0.0079495506263733331 0.080691074462903051 0.059834412126114546 -0.0067440265619714964 0.026383040523555196 -0.027164046389066384 0.0091207740444917852 0.033983679413458694 -0.037776028523058558 0.041167412289482883 -0.012845560350764135 0.0061130806952643035 -0.020918458042062268 -0.0023295078819913994 -0.0026533789911415136 -0.0071591244302849234 -0.025726131537550163 0.0073281178980525693 -0.02866110445719891 -0.02020953636838764 0.03942209729405885 0.014865431399262392 leaf_weight=5.0938773597590616 96.273325371788815 424.13180125621147 29.509309927001595 5.0057778283953649 7.1899725121911606 28.271999359130859 42.268221389735118 10.126465425826607 143.40211881627329 9.0504605125170183 8.8720504834782314 36.187704667216167 9.7433208227157575 165.71275122812949 75.283807825762779 261.64900344936177 131.48191643913742 452.02540183300152 13.927411898504941 123.11846459610388 30.827957628294826 41.114770994754508 5.0635877801105371 6.0087186619639397 leaf_count=70 1203 7437 280 63 92 238 527 88 2147 195 243 389 144 2295 1327 2902 2044 5621 201 1125 498 1225 64 69 internal_value=-0.000263154 0.00245331 0.0207628 0.0126709 0.00108599 -0.001383 0.0131274 0.00930543 0.0119538 -0.00170268 0.00111148 0.00918273 0.0295736 0.00365181 -0.00204224 0.00220659 -0.00939647 -0.00522011 -0.00585435 0.0037707 -0.00859866 -0.00361721 0 0.0494237 internal_weight=2161.34 747.187 50.6813 45.5874 696.505 535.787 70.5402 160.719 150.592 1414.15 785.204 220.516 45.931 174.585 564.688 357.922 206.766 628.95 619.899 137.046 482.853 465.247 34.5729 11.0145 internal_count=30487 12300 546 476 11754 9427 765 2327 2239 18187 10547 3071 533 2538 7476 4105 3371 7640 7445 1326 6119 8662 344 132 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=17 num_cat=0 split_feature=31 40 27 32 6 12 7 25 34 42 42 5 44 31 2 7 split_gain=4.7054 3.62388 4.6905 6.05748 7.02965 5.86914 4.21451 7.18514 6.49117 6.40817 5.73431 5.62333 5.26345 2.77585 2.3348 2.1661 threshold=1.0000000180025095e-35 1.5000000000000002 50005.000000000007 98.385000000000005 1.5000000000000002 80.155000000000015 7552.1800000000012 19880.470000000005 12.752250000000002 84500.000000000015 180500.00000000003 0.43975000000000003 450.50000000000006 0.79915000000000014 4914.0000000000009 1580.7600000000002 decision_type=8 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 left_child=14 2 3 5 -5 -2 7 10 -9 12 -3 -11 -8 -4 15 -1 right_child=1 6 13 4 -6 -7 9 8 -10 11 -12 -13 -14 -15 -16 -17 leaf_value=-0.0044594695528503321 0.016001716960072448 0.00225210732608873 0.004867616464542741 0.016174310961105498 0.07978908985862436 -0.0061248558572942289 0.0063493877078807208 -0.03698700378603461 -0.0073488747345217325 -0.0093105148134550227 -0.0040260419169314754 0.0062582299191114611 0.05488988551629629 -0.035117916640880535 -0.00070919759794518811 -0.046540352297281075 leaf_weight=5.0363820320926633 63.474986233748496 865.95781587553211 7.1797744401264927 18.048791897017512 5.2136938134208313 54.82676764857024 12.31173912342638 21.801376535091549 106.09578958596103 73.210259213112295 625.3039358163951 262.77012858213857 10.158695883117614 8.5961497717071307 8.9152471013367158 9.4775413270108384 leaf_count=122 845 12273 179 241 93 600 113 370 1354 855 10391 2481 77 180 132 131 internal_value=5.66333e-05 0.000308468 0.007588 0.0105122 0.033339 0.0057399 -0.000271712 -0.00136063 -0.0126875 0.00462322 -0.000377979 0.00283339 0.0299109 -0.0174167 -0.02176 -0.0334891 internal_weight=2158.38 2134.95 157.34 141.564 23.2625 118.302 1977.61 1619.16 127.897 358.451 1491.26 335.98 22.4704 15.7759 23.4292 14.5139 internal_count=30437 30052 2138 1779 334 1445 27914 24388 1724 3526 22664 3336 190 359 385 253 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=18 num_cat=0 split_feature=14 36 36 38 10 7 33 17 41 35 33 21 43 17 42 33 20 split_gain=5.09258 4.23692 13.469 9.09493 9.25379 6.05447 5.69615 8.32996 6.61008 4.74553 7.87256 8.26373 5.14842 5.01876 6.74007 5.50045 1.86698 threshold=2.8250000000000006 98.265000000000015 98.425000000000026 1.5000000000000002 0.94935000000000014 4150.8050000000012 0.90455000000000008 -0.37509999999999993 96.325000000000017 2.5000000000000004 0.99095000000000011 1427.3050000000001 2392.5000000000005 0.24275000000000002 112500.00000000001 0.62825000000000009 441.4550000000001 decision_type=10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 8 left_child=16 9 3 4 -3 -5 8 -8 -4 13 12 -12 -11 14 -2 -15 -1 right_child=1 2 6 5 -6 -7 7 -9 -10 10 11 -13 -14 15 -16 -17 -18 leaf_value=-0.0083087683434840895 -0.0070041620326177119 -0.027546691620164068 -0.022451755781131042 0.072843593199771905 0.022034816752416666 0.018121021593159325 0.056431237089930669 0.0028050033159743113 0.0016343910730172565 -0.0033898433536833808 0.0059502890623219836 0.052890670081810469 -0.037095278188881406 0.015061746647556032 0.026610226974560659 0.00081239637357300722 -0.045786342602126974 leaf_weight=7.6760843493975672 21.0779501311481 10.492326075909657 39.482757727731951 12.358215184882285 51.480140906292945 9.9907475681975466 8.6545859472826105 30.353075879393145 94.627691688714549 748.53495341073722 85.670556073542684 9.6485875626094622 10.552789353765545 72.388977535301819 45.747765120584518 895.49499854503665 6.4877615405712286 leaf_count=244 273 279 961 156 701 99 155 706 1414 8758 1138 80 152 1308 607 13102 245 internal_value=0.00116798 0.00137354 0.00737963 0.0236405 0.0132568 0.0504187 -0.000602179 0.0159411 -0.00553337 0.000548946 -0.00220414 0.0112535 -0.00391318 0.00282705 0.015987 0.00189773 -0.0276925 internal_weight=2160.72 2146.56 257.44 84.3214 61.9725 22.349 173.118 39.0077 134.11 1889.12 854.407 95.3191 759.088 1034.71 66.8257 967.884 14.1638 internal_count=30378 29889 4471 1235 980 255 3236 861 2375 25418 10128 1218 8910 15290 880 14410 489 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=29 num_cat=0 split_feature=35 22 22 39 29 10 23 23 32 21 22 31 11 5 29 17 31 5 17 2 37 31 11 31 40 39 14 20 split_gain=4.35908 4.29823 9.31036 8.14748 7.30935 6.66112 6.1736 5.65716 6.22973 4.82957 4.73941 4.71337 4.2948 9.39112 13.3087 8.6061 6.53967 7.87583 6.44917 5.22617 7.08179 9.92873 6.15793 8.69193 5.72347 5.00463 4.26836 2.61524 threshold=2.5000000000000004 1067.8600000000004 2399.2500000000005 0.40685000000000004 2092.5952000000002 0.40840000000000004 3.5000000000000004 7.5000000000000009 94.495000000000019 2758.6050000000005 781.63000000000011 0.80765000000000009 5863.6950000000006 0.44715000000000005 6202.2500000000009 1.7337500000000003 0.83795000000000008 0.029850000000000005 1.3957000000000002 5912.0000000000009 7050.0000000000009 0.80085000000000006 4990.920000000001 0.6412500000000001 7.0000000000000009 0.27625000000000005 67.50500000000001 4042.5750000000003 decision_type=10 10 10 10 8 8 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 8 10 8 10 8 10 10 left_child=12 6 4 11 5 -3 27 8 -8 -5 -9 -4 19 16 15 -15 17 -14 -18 22 21 -21 25 -24 -22 -1 -16 -2 right_child=1 2 3 9 -6 -7 7 10 -10 -11 -12 -13 13 14 26 -17 18 -19 -20 20 24 -23 23 -25 -26 -27 -28 -29 leaf_value=0.0030760581197164143 -0.046474903967082155 0.048834001309818471 -0.026676148638187926 0.054431139753188112 0.080949071586147114 -0.023582761200737365 0.017325506328224112 -0.0050546504114958347 -0.0028497734122265969 0.0039605414946824865 -0.046849343959963118 0.011057855414472947 0.024105186295830416 0.061236871940145376 -0.020613903058142299 0.0080744182763941071 0.0098828006763532327 -0.020430938613256382 -0.016923850745916551 0.057991245276446605 -0.034466747300030298 -0.010659312574264064 -0.018063174570262665 0.041745256903119476 0.024315723546937104 -0.0073478591582706344 0.022541022886648172 -0.0025971275226243391 leaf_weight=720.57762616546825 11.151921265060084 5.2504898775368938 25.842122699134052 6.94664463028312 5.8313776189461342 5.4767308263108143 61.108185332268476 701.74625727441162 98.24055090546608 12.776149282231925 5.8984892936423412 11.077799319522454 9.951034242869353 15.290319161489608 22.993631863966588 15.410006609745322 64.767484325217083 111.71920022973791 33.032984375720844 16.278941703261811 7.5091193501139042 7.0186442355625323 7.7277468976099071 20.112297764513642 7.0401973435655236 135.85193361900747 6.531153328716754 5.2308170988690099 leaf_count=10025 215 103 373 74 74 85 689 8032 1426 150 96 123 584 177 227 167 1376 2413 486 302 322 114 226 324 104 1994 54 65 internal_value=-0.000669711 -0.00318817 0.00835709 -0.00139452 0.0401792 0.0125773 -0.00415889 -0.00355657 0.0049158 0.0237471 -0.0054757 -0.0152292 0.00133167 -0.00407829 0.0132336 0.0358062 -0.00889 -0.0165809 0.000698355 0.00298067 0.0209483 0.0375162 0.00218321 0.0249198 -0.00596672 0.00141008 -0.0104781 -0.0337082 internal_weight=2158.39 956.578 73.2013 56.6427 16.5586 10.7272 883.376 866.993 159.349 19.7228 707.645 36.9199 1201.81 279.696 60.2251 30.7003 219.471 121.67 97.8005 922.117 37.8469 23.2976 884.27 27.84 14.5493 856.43 29.5248 16.3827 internal_count=30400 11505 982 720 262 188 10523 10243 2115 224 8128 496 18895 5484 625 344 4859 2997 1862 13411 842 416 12569 550 426 12019 281 280 is_linear=0 shrinkage=0.05 Tree=172 num_leaves=14 num_cat=0 split_feature=26 26 5 7 8 19 45 21 12 33 42 14 34 split_gain=5.30957 5.76906 5.11347 7.51175 7.64306 3.83158 8.66639 4.3553 4.80749 4.02592 3.53975 1.96827 0.751496 threshold=19.500000000000004 12.500000000000002 0.32565000000000005 2969.8700000000003 71.535000000000011 0.33505000000000007 2.5000000000000004 12835.750000000002 84.895000000000024 0.60675000000000012 165500.00000000003 60.105000000000011 5.2501000000000007 decision_type=10 10 10 10 8 10 10 10 8 8 10 10 10 left_child=1 5 -3 -4 -5 7 10 9 -9 -1 -7 12 -2 right_child=11 2 3 4 -6 6 -8 8 -10 -11 -12 -13 -14 leaf_value=0.0079013025946532769 0.00091960922127579028 -0.01262107946223545 0.072234285677963889 0.054167094643480553 -0.010633798325010543 -0.002933760342550678 0.039059264748748906 0.042487327226803047 -0.010391792501595446 -0.00083698861162437874 -0.020644831656643735 -0.048324140108855516 -0.023771475567379505 leaf_weight=141.05962518940214 5.3040147509891558 8.1406065614428353 6.8863250971771803 5.9968646313063791 12.064682442694904 53.080038900487125 7.7182586677372447 11.231884957989676 5.9133531404659179 1821.1048916443251 62.059276597574353 6.2309407806023946 5.1407206426374614 leaf_count=2412 218 305 90 80 150 679 111 182 56 24973 809 135 148 internal_value=-0.000406413 -0.000178056 0.020223 0.0312062 0.0123323 -0.000511012 -0.00904246 2.03165e-05 0.0244063 -0.000202543 -0.0126185 -0.0276994 -0.0118113 internal_weight=2151.93 2135.26 33.0885 24.9479 18.0615 2102.17 122.858 1979.31 17.1452 1962.16 115.139 16.6757 10.4447 internal_count=30348 29847 625 320 230 29222 1599 27623 238 27385 1488 501 366 is_linear=0 shrinkage=0.05 Tree=173 num_leaves=26 num_cat=0 split_feature=11 0 36 36 42 14 36 14 32 36 27 8 21 15 8 29 19 21 36 5 32 21 31 36 34 split_gain=4.28541 7.73673 6.78801 10.5151 5.82968 15.8115 6.9821 7.13212 5.8706 5.43633 4.57678 11.4933 11.4886 7.16733 7.01168 6.44747 7.33999 4.98564 5.4245 4.91733 4.48472 4.2207 5.33828 4.35827 3.64063 threshold=327.44000000000005 5.5000000000000009 91.815000000000012 96.435000000000016 137500.00000000003 17.885000000000002 91.325000000000003 29.020000000000007 82.635000000000005 90.495000000000019 1.0000000180025095e-35 13.915000000000001 677.96500000000015 1.6001000000000003 77.115000000000023 1868.8000000000002 0.015650000000000001 9599.6700000000019 96.895000000000024 0.034350000000000006 95.935000000000016 5640.2450000000008 0.78205000000000013 98.265000000000015 11.641300000000003 decision_type=10 10 10 8 10 10 10 10 10 10 8 8 8 8 10 10 10 10 8 8 8 10 10 10 10 left_child=10 4 -3 -4 5 24 9 -8 -7 -6 17 15 14 -14 -13 19 -17 21 20 -12 -19 23 -23 -1 -2 right_child=1 2 3 -5 6 8 7 -9 -10 -11 11 12 13 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 leaf_value=-0.0013549079779071323 0.01253018535543809 -0.019052862367199358 0.091357953536323089 0.0083117298202035391 -0.0039673174095927318 0.034772248974283569 -0.012360975604405638 0.00595216352635287 -0.011168947585619843 -0.026773623294687989 0.028035441720389871 0.051444254420623108 0.00050947510809242565 0.054452610456670318 0.019537539254291386 -0.022844762078333344 0.014261462389376712 0.0061292940555918484 -0.0069778487664119652 -0.0089056017231576145 0.069245545105078465 -0.031184487658574907 0.0068503717933105293 0.012841741745235006 0.071346795762846887 leaf_weight=524.1852551267948 5.3941090158186835 5.0267012026160982 5.8311861753463718 9.4761387230828404 208.99983985233121 6.1143678501248351 59.907966739148833 413.04729540343396 308.34516507596709 29.133141756057739 8.5506651354953629 23.163157717324793 101.18083947431296 5.5731672900728872 73.303884728811681 14.536090054549275 92.414853790774941 5.1378912143409226 7.9470225693658021 152.84169114846736 6.5123984869569549 23.42090798728168 14.032721971161662 59.257998188026249 6.0588630875572562 leaf_count=6434 170 118 115 222 3315 87 2022 6250 5107 407 135 271 869 68 618 124 901 48 91 1820 52 250 102 867 146 internal_value=0.000436749 -0.00183866 0.0279522 0.0439163 -0.00245399 -0.00798052 7.96052e-05 0.00360075 -0.0101524 -0.00687864 0.00260438 0.00633728 0.0152764 0.00385122 0.0276993 -0.00044546 0.009007 -0.000141769 0.0240512 -0.00675707 0.0444908 -0.000950855 -0.0169964 9.79393e-05 0.0472776 internal_weight=2169.39 1057.33 20.334 15.3073 1037 325.913 711.088 472.955 314.46 238.133 1112.06 471.564 203.221 106.754 96.467 268.343 106.951 640.494 19.5973 161.392 11.6503 620.897 37.4536 583.443 11.453 internal_count=30609 17959 455 337 17504 5510 11994 8272 5194 3722 12650 4806 1826 937 889 2980 1025 7844 191 1955 100 7653 352 7301 316 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=16 num_cat=0 split_feature=14 44 19 21 36 20 42 36 8 14 43 3 11 17 31 split_gain=3.91963 3.99958 5.51967 3.36811 6.59998 8.83945 11.6355 4.44185 4.76988 3.82905 7.47566 5.15911 3.52643 7.36182 6.28382 threshold=459.95500000000004 12.500000000000002 0.81325000000000014 71.660000000000011 77.810000000000016 232.29000000000005 191500.00000000003 99.235000000000014 60.645000000000003 9.2250000000000032 1.0000000180025095e-35 4.5000000000000009 1779.1900000000003 37.228550000000006 0.93345000000000011 decision_type=10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 left_child=3 -2 -3 7 5 -5 -7 9 -9 10 -1 -11 14 -14 -6 right_child=1 2 -4 4 12 6 -8 8 -10 11 -12 -13 13 -15 -16 leaf_value=0.057632764814047582 -0.013277145190127855 0.052439062876756516 -0.0033128451264891595 0.070244966716918586 0.0021516640701119338 0.025175215296280768 -0.019767390462417371 -0.010518850862574258 0.05059454064928031 -0.013467711465582519 -0.013863726644578757 0.030931690393600005 -0.0042758062026676509 0.022649651887136305 -0.0168538552935746 leaf_weight=5.1626442894339544 5.8877914696931866 10.778663288801905 6.6851064749062106 5.7819577576592556 1251.8346784194 40.348581608152017 21.093471252941526 5.3031323765171674 5.757916706148535 137.95182613120414 8.0874073944287357 5.8749489046167573 586.89559618174098 25.499685332644731 44.017853883560747 leaf_count=121 60 94 74 79 15217 331 243 204 109 2977 411 152 9560 383 447 internal_value=0.000205679 0.0201528 0.031803 -1.85809e-05 0.000558603 0.0158394 0.00959656 -0.00679276 0.0224369 -0.0090116 0.0157322 -0.0114185 9.65615e-06 -0.0031114 0.00148973 internal_weight=2166.96 23.3516 17.4638 2143.61 1975.47 67.224 61.4421 168.138 11.061 157.077 13.2501 143.827 1908.25 612.395 1295.85 internal_count=30462 228 168 30234 26260 653 574 3974 313 3661 532 3129 25607 9943 15664 is_linear=0 shrinkage=0.05 Tree=175 num_leaves=16 num_cat=0 split_feature=9 31 33 41 25 25 36 43 14 43 35 37 19 38 11 split_gain=2.91852 2.64506 9.18019 7.70239 6.21881 7.95984 5.18369 3.82522 3.79424 3.57053 3.21717 5.2724 3.82676 3.21637 3.51911 threshold=10.500000000000002 0.93345000000000011 0.86815000000000009 91.415000000000006 6999.6450000000013 15320.145000000002 94.185000000000016 807.50000000000011 66.285000000000011 2402.5000000000005 1.5000000000000002 13250.000000000002 0.013950000000000002 2.5000000000000004 1.0050000000000001 decision_type=8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 left_child=1 9 3 6 8 -6 -3 -5 -4 10 11 -1 -12 14 -11 right_child=-2 2 4 7 5 -7 -8 -9 -10 13 12 -13 -14 -15 -16 leaf_value=0.0049721068811343855 -0.025975378406384714 -0.019893216017814158 -0.039815765247357249 -0.002458570917331801 0.073350807837622545 0.0040758186125357081 0.03461980269544155 -0.039768860697650579 0.015264337530710777 0.01445246932175564 0.004892673773685091 -0.014387839089521499 -0.0016658139063449936 -0.044094081880185876 -0.015434864008494928 leaf_weight=658.89529810566455 9.4568742699921113 7.1975475591607383 5.4644374134950358 9.3527234795037675 6.341447894228625 10.201570225413887 8.3066570784430933 30.291024036239829 5.1117457859218121 12.775488877668975 281.95757417869754 36.075984381255694 1037.2122288788669 5.8768797209486356 33.26181074930355 leaf_count=10855 203 115 139 117 91 114 211 349 56 174 3614 741 12835 77 757 internal_value=0.000367017 0.000497334 -0.0082347 -0.0198715 0.0151164 0.0335835 0.00933817 -0.0313667 -0.0137433 0.000851265 0.00118978 0.00394072 -0.00025758 -0.0119621 -0.00690381 internal_weight=2157.78 2148.32 82.2672 55.148 27.1192 16.543 15.5042 39.6437 10.5762 2066.06 2014.14 694.971 1319.17 51.9142 46.0373 internal_count=30448 30245 1192 792 400 205 326 466 195 29053 28045 11596 16449 1008 931 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=11 num_cat=0 split_feature=9 6 8 32 31 36 17 39 36 31 split_gain=4.65177 4.13666 5.70212 4.37027 5.07345 7.61018 6.22836 4.57918 6.82561 5.63368 threshold=10.500000000000002 17.500000000000004 33.335000000000008 96.645000000000024 0.84755000000000014 97.365000000000023 71.520650000000018 0.81715000000000015 94.745000000000019 0.69285000000000008 decision_type=10 10 10 10 10 10 10 8 8 10 left_child=1 3 -3 7 6 -6 -5 8 -1 -9 right_child=-2 2 -4 4 5 -7 -8 9 -10 -11 leaf_value=-0.00024795320822521027 -0.036340636143211535 -0.0040962847003982216 0.050416662163242115 -0.0061891593480290132 0.0097172234051486409 -0.0074452814693820651 0.014529763490500501 0.0023818673816224344 0.0075631758291980974 -0.032877638920734205 leaf_weight=737.23082327959128 7.659581667627207 8.9032920151948947 8.7071695011109096 593.90472712402698 169.5532951571513 102.77220329467673 37.561849588062614 24.479652516543865 448.41268659965135 19.51882216334343 leaf_count=9076 189 79 54 10203 2060 1720 580 305 5972 211 internal_value=0.000226506 0.000375866 0.0238488 0.000168684 -0.00246684 0.00321847 -0.00492779 0.0021103 0.0027059 -0.013532 internal_weight=2158.7 2151.04 17.6105 2133.43 903.792 272.325 631.467 1229.64 1185.64 43.9985 internal_count=30449 30260 133 30127 14563 3780 10783 15564 15048 516 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=12 num_cat=0 split_feature=9 25 3 45 29 26 26 35 36 11 20 split_gain=4.20069 3.52917 4.30719 5.94401 7.89593 3.35675 9.42667 7.77264 3.30617 2.12994 1.20264 threshold=10.500000000000002 49856.770000000011 1.0000000180025095e-35 1.0000000180025095e-35 8702.2727500000019 19.500000000000004 15.500000000000002 1.5000000000000002 73.160000000000011 1901.6850000000002 13403.210000000001 decision_type=8 10 10 8 10 10 10 8 10 8 10 left_child=1 5 3 4 -3 6 8 -8 -1 -7 -4 right_child=-2 2 10 -5 -6 9 7 -9 -10 -11 -12 leaf_value=0.0074199361504564895 -0.033178082983147901 0.045914393004421933 -0.01569040502610498 -0.045490167727276092 -0.0071966468448728498 -0.038763043286605493 0.0649449935156 -0.0054665261764925664 -0.00027189624622944182 -0.001639050209075748 -0.049605213530164026 leaf_weight=149.69154041341972 8.5541465888963995 7.5466035939753047 6.7909590592607838 6.5233382456935933 37.422929847612977 7.8660507127642605 9.2762275084387475 5.9022856256924578 1905.8520670486614 7.5334683004766712 6.8664463283494115 leaf_count=2429 198 49 127 71 301 164 173 97 26534 269 90 internal_value=-9.67864e-05 4.77866e-05 -0.0113197 -0.00431186 0.00241238 0.000410447 0.000590964 0.0386103 0.000289153 -0.0221142 -0.0353037 internal_weight=2159.83 2151.27 65.1503 51.4929 44.9695 2086.12 2070.72 15.1785 2055.54 15.3995 13.6574 internal_count=30502 30304 638 421 350 29666 29233 270 28963 433 217 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=20 num_cat=0 split_feature=13 10 27 10 9 37 44 39 20 4 19 29 29 5 14 34 19 13 10 split_gain=2.90852 4.23587 9.88635 10.9574 8.75175 7.69521 5.79994 5.75412 5.72195 7.97512 5.33934 5.66258 4.32324 4.16799 4.01631 2.89231 2.76695 1.97403 0.36702 threshold=2.2943500000000001 0.80745000000000011 1.0000000180025095e-35 0.36540000000000006 3.5000000000000004 9650.0000000000018 45.500000000000007 0.038350000000000002 2872.4400000000005 4.9000000000000012 0.32285000000000003 3402.2500000000005 728.12500000000011 0.43975000000000003 80.335000000000022 16.198100000000004 0.0022500000000000007 4.0004500000000007 0.015950000000000002 decision_type=10 8 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 left_child=1 2 4 12 5 -1 -5 8 9 -3 11 -9 -4 -6 -12 18 -10 -17 -2 right_child=15 7 3 6 13 -7 -8 10 16 -11 14 -13 -14 -15 -16 17 -18 -19 -20 leaf_value=0.0019033841343454776 -0.0438228789569741 0.0034431994767331262 0.084107233367710449 0.029507155333122599 0.071439484662243258 -0.027165705455018216 -0.0075817915433935281 -0.0011085034271985674 -0.011859227255701064 -0.039994663864869308 -0.027098802583909221 0.0054320276184905659 0.032824484560246593 0.0097068936950321441 -0.00475378855077584 -0.017065434721593196 -0.032232069661835228 0.018555084000143485 -0.018697328506594321 leaf_weight=273.65275019023102 5.48440352920443 94.565410832408816 5.2238112292252508 15.126966529292984 5.2736069753300372 23.817667571827769 29.280490197474137 946.92954758671112 50.964997352333739 10.87256486318074 25.6620293490123 506.84062157594599 24.454446965595707 5.8794816834852108 87.865340227261186 7.1071094400249404 26.543310524430126 6.4763723767828196 6.7106373207643628 leaf_count=4097 184 1405 67 492 156 483 885 12821 562 543 460 5647 365 141 1093 200 364 182 395 internal_value=0.000203216 0.000410905 0.00517011 0.0214459 0.00119029 -0.000490567 0.00531368 -0.000629248 -0.00899627 -0.00132273 0.000349337 0.00117051 0.0444613 0.0427843 -0.0100409 -0.0161682 -0.0192214 0 -0.0328406 internal_weight=2158.73 2132.95 382.709 74.0857 308.624 297.47 44.4075 1750.24 182.946 105.438 1567.3 1453.77 29.6783 11.1531 113.527 25.7785 77.5083 13.5835 12.195 internal_count=30542 29581 6686 1809 4877 4580 1377 22895 2874 1948 20021 18468 432 297 1553 961 926 382 579 is_linear=0 shrinkage=0.05 Tree=179 num_leaves=23 num_cat=0 split_feature=40 45 27 42 17 42 12 31 19 34 34 20 7 44 34 32 39 39 34 3 44 20 split_gain=3.74314 5.79737 5.60796 5.90032 5.46417 5.46179 12.2296 4.3947 5.38433 7.6667 6.73399 6.67 4.22817 4.14809 4.12819 6.5861 10.3702 8.74726 4.78362 4.83357 4.0291 1.20597 threshold=3.5000000000000004 3.5000000000000004 10.500000000000002 86500.000000000015 1.6774000000000002 88500.000000000015 86.765000000000015 0.89995000000000014 1.0000000180025095e-35 5.2501000000000007 3.0462000000000002 3198.5250000000001 1598.8100000000002 548.50000000000011 38.356300000000012 92.585000000000022 0.18265000000000003 0.036150000000000009 37.224450000000012 10.500000000000002 1429.5000000000002 2324.7200000000007 decision_type=8 8 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=7 2 5 -4 -5 6 -2 14 9 -9 21 -12 -3 -11 18 16 -16 -17 19 -1 -7 -10 right_child=1 12 3 4 -6 20 -8 8 10 13 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 leaf_value=-0.0056961124326055804 -0.029472976441804397 0.0012379281019914395 0.05992647896796402 0.0057129880142024322 0.055212912659018315 0.0018647025862834788 0.007078699697186064 0.059253352837705678 -0.043169472704818336 -0.010949852374930395 0.018944237105358398 -0.0039746216270351411 0.063202465788853288 0.027702063804526469 -0.0028546748830420112 0.025883500301961366 0.035716276263167396 -0.0098166754778392634 -0.040825573683404726 0.012756645940150768 -0.034245189296243886 -0.0094735735847736036 leaf_weight=758.26640632783528 45.207911480683833 5.0763388613704574 5.4518616637215009 73.157526664435863 5.1178973950445643 801.53800483001396 44.384592471644282 9.0442024421645311 8.2318131793290341 13.869704342447223 47.295028105378151 91.254072704119608 5.6105655250139534 11.97025908064097 36.575699146371335 19.478335961932316 31.680987285450101 104.11790413269773 8.4044936606660468 36.147705637849867 6.7899805335327974 5.3210446340963253 leaf_count=12990 638 84 56 1250 63 9490 459 253 143 285 642 911 78 161 394 322 323 1445 120 304 68 76 internal_value=-0.000465675 0.00179448 0.00137098 0.0136684 0.00966817 0.000204806 -0.0114316 -0.00236785 0.00463575 0.0220608 0.000488707 0.0038928 0.0368212 0.00713421 -0.0036928 0.00286809 0.0152329 -0.00398774 -0.00526852 -0.0048352 0.00151326 -0.0318436 internal_weight=2173.99 992.335 981.648 83.7273 78.2754 897.92 89.5925 1181.66 186.986 34.8842 152.102 138.549 10.6869 25.84 994.672 191.853 68.2567 123.596 802.819 794.414 808.328 13.5529 internal_count=30555 12186 12024 1369 1313 10655 1097 18369 2471 699 1772 1553 162 446 15898 2484 717 1767 13414 13294 9558 219 is_linear=0 shrinkage=0.05 Tree=180 num_leaves=22 num_cat=0 split_feature=31 44 29 42 5 22 20 11 39 43 19 29 39 23 32 42 23 2 34 4 17 split_gain=4.26004 5.01371 6.10672 8.60471 7.09965 6.49578 7.82886 5.61842 3.69873 4.56642 4.56906 4.09603 6.0504 4.98325 3.45601 4.36729 3.48267 4.38312 5.23065 2.58511 1.70249 threshold=0.14935000000000001 91.500000000000014 305.58655000000005 97500.000000000015 0.22385000000000002 5000.6750000000011 1526.6000000000001 827.98000000000013 0.22905000000000003 135.50000000000003 0.11455000000000001 10001.000000000002 0.28365000000000007 11.500000000000002 80.705000000000013 97500.000000000015 6.5000000000000009 4001.0000000000005 42.729900000000008 4724.5700000000006 -3.5797499999999993 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 10 8 10 left_child=14 2 3 -2 -5 7 -7 -4 9 -3 -11 13 -13 -10 16 -16 -1 18 -18 20 -17 right_child=1 8 5 4 -6 6 -8 -9 11 10 -12 12 -14 -15 15 19 17 -19 -20 -21 -22 leaf_value=-0.028341279580073958 -0.023042617490892914 0.041018378869367822 0.0036262936397665081 0.010937547377612289 0.078684113016297796 0.031980362240478115 -0.0087290065958673009 -0.0040322524328019185 -0.012334445104643883 -0.0021322680707443319 0.014211233746761132 -0.023637693753245814 0.022750738896413221 0.0029280986871568562 0.01199050821748765 -0.011597501169784176 -0.030175695306542467 0.040956021442649801 0.022961000803558732 0.0015145702211611057 -0.043696322252518571 leaf_weight=7.143254992086443 5.3058576327748623 5.5243423492647699 630.05566293513402 8.1847914457321149 7.4580410467460743 34.888929140986875 16.817783968988806 384.63491033797618 233.05133872618899 621.97965999948792 44.876585836289451 8.8524245051667076 23.503894462715834 68.247766208369285 6.7696280851960173 6.87742018839345 8.5664874492213183 6.6150859398767343 7.9446978121995917 5.0196334489155552 19.656190550886095 leaf_count=188 100 68 7728 205 115 526 247 6997 3122 8764 524 74 227 760 90 94 113 76 62 84 309 internal_value=-0.000601441 -0.000194339 0.00215583 0.0282782 0.0463246 0.00161198 0.0187302 0.000717163 -0.00273904 -0.000592204 -0.0010053 -0.0070357 0.00958119 -0.00886251 -0.0127727 -0.0225487 0 0.00947463 -0.00447121 -0.0302532 -0.0362814 internal_weight=2161.97 2093.38 1087.35 20.9487 15.6428 1066.4 51.7067 1014.69 1006.04 672.381 666.856 333.655 32.3563 301.299 68.5924 38.3229 30.2695 23.1263 16.5112 31.5532 26.5336 internal_count=30473 29457 15918 420 320 15498 773 14725 13539 9356 9288 4183 301 3882 1016 577 439 251 175 487 403 is_linear=0 shrinkage=0.05 Tree=181 num_leaves=30 num_cat=0 split_feature=33 29 31 33 44 8 44 32 21 36 24 18 8 29 3 39 24 18 25 12 14 32 36 17 25 31 4 19 32 split_gain=3.2821 8.07504 11.0421 7.40842 7.296 8.54325 6.81894 6.37525 7.80838 7.25377 6.76625 6.09061 5.77369 5.33718 6.17772 7.55485 6.77774 8.23116 5.04714 4.57209 4.56024 3.90326 3.56668 11.1447 7.84136 5.09955 3.90566 7.6383 5.53473 threshold=0.76205000000000012 674.0408000000001 0.6412500000000001 0.5041500000000001 73.500000000000014 48.525000000000013 242.50000000000003 93.765000000000015 15006.805000000002 98.485000000000014 1.2124500000000002 6.5000000000000009 4.1300000000000008 1031.1381000000003 5.5000000000000009 0.34205000000000008 1.0344500000000003 9.5000000000000018 4999.9900000000007 90.195000000000007 45.82500000000001 89.830000000000013 98.265000000000015 49.679250000000003 7183.7100000000009 0.77885000000000015 477.93500000000006 0.15155000000000005 97.335000000000022 decision_type=10 8 8 8 8 10 10 8 10 10 8 10 10 10 10 10 8 8 10 10 10 10 10 8 10 10 10 10 10 left_child=1 2 4 12 5 -1 -5 10 20 -10 11 -3 -4 14 16 19 17 -2 -18 -16 -9 -12 26 24 -24 -25 28 -28 -15 right_child=13 7 3 6 -6 -7 -8 8 9 -11 21 -13 -14 22 15 -17 18 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 leaf_value=-0.0087331027799786506 -0.0052147323453296665 0.0081930677602144123 -0.012724025927453031 -0.019601502444654428 0.088017675630184922 0.066887827027276942 0.012289973374279856 -0.026193488972894325 0.0618012270396881 -0.013189206457182046 -0.0097270402375357612 -0.014139297195378596 0.047367052593778942 0.00059710386847281805 0.0010128386136810782 -0.037535980801546971 -0.0077482731557357038 0.025816056492913499 -0.027169211766179948 0.034270133762800629 -0.0091910011576443532 0.018501196417018317 -0.026827952750955099 0.08958435340765325 0.011743844401267193 0.016243722498221397 -0.0017640219960044041 -0.039379655093525104 0.009016454405790502 leaf_weight=9.1324563566595334 69.516920037916861 47.318735347595066 5.0629449011757997 38.801608494948596 5.2963139177300027 5.0017730277031651 27.885726746637374 47.526465879287571 6.0942608909681422 5.2108538977336138 14.392121611163018 81.572652411647141 12.158967210212721 661.00737038441002 18.614682040177286 5.590676659718155 179.23897882457823 29.611195507925004 41.065733403433114 23.351644299924374 238.81929821521044 60.041840042918921 14.515024386579169 5.1991091310046595 85.697921097744256 5.0296424466650933 134.68764374230523 14.06182458437979 276.97351270494983 leaf_count=198 1598 634 78 637 115 73 450 1427 77 121 191 949 212 6924 262 53 2908 440 678 194 3491 799 306 96 1157 76 3161 202 2979 internal_value=-4.7546e-05 -0.00317622 0.00947035 0.00136605 0.0424435 0.0203484 -0.00620746 -0.00580855 -0.0104595 0.0285668 0.000993448 -0.00590217 0.0296981 0.00115928 -0.00410307 0.012501 -0.00662198 0.00416999 -0.0114974 0.0200017 -0.0121117 0.0129203 0.0027787 0.0113083 0.00589777 0.0586251 0.00189766 -0.00559258 0.00309551 internal_weight=2168.48 604.316 103.34 83.9092 19.4305 14.1342 66.6873 500.976 297.651 11.3051 203.325 128.891 17.2219 1564.16 366.99 47.557 319.433 99.1281 220.305 41.9663 286.346 74.434 1197.17 110.442 100.213 10.2288 1086.73 148.749 937.981 internal_count=30486 9452 1763 1377 386 271 1087 7689 5116 198 2573 1583 290 21034 6133 509 5624 2038 3586 456 4918 990 14901 1635 1463 172 13266 3363 9903 is_linear=0 shrinkage=0.05 Tree=182 num_leaves=29 num_cat=0 split_feature=40 39 12 40 36 43 36 5 32 14 31 43 19 32 31 44 31 25 25 5 11 44 19 24 25 43 39 43 split_gain=4.95995 8.46216 5.54948 5.71317 5.35749 5.13964 4.94944 7.63754 6.45951 7.07419 4.93748 4.7952 4.67951 4.03171 3.9733 6.66942 5.83363 5.89495 10.5277 5.65669 5.43319 5.32709 5.18146 5.00686 4.97183 4.84438 3.16512 1.03387 threshold=3.5000000000000004 0.49565000000000003 279.59500000000008 7.0000000000000009 93.935000000000016 405.50000000000006 98.785000000000011 0.16815000000000002 98.095000000000013 20.245000000000001 0.66725000000000012 199.50000000000003 0.34285000000000004 94.315000000000012 0.89995000000000014 1502.0000000000002 0.93925000000000014 5393.8950000000013 11013.265000000001 0.52595000000000014 327.44000000000005 1114.5000000000002 0.086750000000000008 1.2995500000000002 999.43500000000006 2232.5000000000005 0.069950000000000026 2131.5000000000005 decision_type=8 8 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 8 10 8 10 10 left_child=14 6 3 5 11 -3 8 -8 12 -10 -9 -4 -2 -5 15 20 21 19 -19 -18 24 25 -22 -23 -1 -16 -17 -28 right_child=1 2 4 13 -6 -7 7 10 9 -11 -12 -13 -14 -15 16 26 17 18 -20 -21 22 23 -24 -25 -26 -27 27 -29 leaf_value=0.037394853751097357 0.0036762783217223795 0.019562543724942563 -0.011905091222017104 0.028652469340078632 -0.040200258863911445 0.082898311947358874 0.062663543313632372 0.036760711361159708 0.04346439519442024 -0.010818944942786917 -0.014363192012032467 0.044224151425879293 -0.035783859337611378 0.0013998068368590944 0.011149652353486942 0.0036058424820117015 -0.047552169916487537 0.042793874322308842 -0.014342570697433341 0.0091614028259909656 -0.010487653680087137 0.043737413080687682 8.1927843521773782e-05 -0.009067013367486625 0.001028181187874098 -0.014696022704436285 -0.014314890192314396 -0.045689302093867311 leaf_weight=8.599353867582975 729.95574005227536 7.551103341393171 7.9358919225633162 30.597287258133292 6.1690679341554633 6.4168294109404087 7.4442234237212714 6.4779806267470148 5.2761198522057375 134.00465656863526 11.748660528566687 5.6542538180947304 6.5767594538629046 24.68121319450438 91.192624513525516 5.5573609122075167 13.042021989240313 10.752936288947238 24.600871125934646 5.7925583869218817 258.01804353599437 18.425264108926058 208.21188922505826 5.2526663173921433 485.80689405673184 21.51315945154056 5.405544716864827 12.794704180210827 leaf_count=142 8832 93 83 364 77 66 166 101 120 1684 139 50 72 318 1094 91 287 179 306 65 5628 194 3616 77 6146 293 62 155 internal_value=0.000911333 0.00351722 0.0181445 0.0247473 -0.0048317 0.0525874 0.00204899 0.0232812 0.00139511 -0.00843181 0.00451376 0.0125356 0.0032691 0.0168144 -0.00128229 -0.00256565 0.00529958 -0.00842075 0.00359719 -0.0302754 -0.00189766 0.010809 -0.00576665 0.031928 0.00174502 0.00608643 -0.0282063 -0.0378623 internal_weight=2165.46 990.49 89.0056 69.2464 19.7592 13.9679 901.484 25.6709 875.813 139.281 18.2266 13.5901 736.532 55.2785 1174.97 984.394 190.572 54.1884 35.3538 18.8346 960.636 136.384 466.23 23.6779 494.406 112.706 23.7576 18.2002 internal_count=30500 12165 1051 841 210 159 11114 406 10708 1804 240 133 8904 682 18335 15840 2495 837 485 352 15532 1658 9244 271 6288 1387 308 217 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=27 num_cat=0 split_feature=36 8 33 14 21 32 41 31 36 26 14 42 7 31 14 31 5 44 44 14 25 40 36 41 44 12 split_gain=3.38192 9.15924 8.87903 7.60409 6.9247 11.564 5.30053 8.88585 8.08783 6.29761 5.2669 5.09116 6.31627 5.07999 7.66836 5.03914 5.00352 4.84585 10.4428 4.3738 4.68365 4.66029 3.259 8.53369 2.30245 1.62834 threshold=94.735000000000014 220.86500000000004 0.65480000000000016 132.60500000000005 212.90000000000001 93.445000000000007 91.035000000000011 0.89995000000000014 98.015000000000015 7.5000000000000009 459.95500000000004 86500.000000000015 6249.5650000000014 0.57395000000000007 54.495000000000012 0.40905000000000008 0.27925000000000005 99.500000000000014 599.50000000000011 135.56000000000003 14258.200000000003 7.0000000000000009 83.27500000000002 88.905000000000015 27.500000000000004 67.575000000000003 decision_type=8 10 8 10 8 10 10 10 8 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 left_child=1 2 -1 22 5 17 7 9 -9 -6 15 12 -8 25 -15 -5 -13 -2 -19 21 -21 -4 -3 -24 -12 -7 right_child=4 3 19 10 6 13 11 8 -10 -11 24 16 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 leaf_value=0.042535162289162196 0.012882418639589169 0.0032921248960128373 -0.0060594382124132583 -0.023646447917331621 -0.021197705756966344 -0.042869343720521064 -0.016079854272706886 0.055923309095534425 -0.0053590322125634891 0.013576709767460809 0.0054879845097312004 -0.0030130911475886746 0.01984020339931326 0.035301321422787676 -0.00038927668482824568 0.0089957073696442392 0.0060863502423140897 0.095947524840656162 0.0060225440991922589 -0.024855602524481209 0.00095224287329571478 0.00085332832226275911 0.079030675368804704 0.012164713722549861 0.049531562215208519 -0.0059490562759933266 leaf_weight=9.335020821541546 8.6072693234309572 6.5042369537986842 571.04949121223763 19.164965096861124 83.312247936264612 5.0121573947835696 69.189724497264251 7.9538542355876416 12.797386370599272 14.504581585293634 5.8493398539721948 221.4057735936949 13.821314197964965 20.340798127115704 50.069863495416939 27.44578894879669 467.495552448323 8.049371291417625 5.432466760277749 47.78168386220932 26.803783402778208 422.5420788214542 8.8482009051367658 10.507392082363365 6.4811098501086235 7.4514542981050909 leaf_count=98 155 61 8356 192 1655 244 899 122 324 338 53 3737 138 618 961 262 5790 120 59 534 248 5057 70 80 54 191 internal_value=-0.00047624 -0.00230901 -0.00356166 0.0134054 0.00165891 0.0137428 0.000215125 -0.0095756 0.0193915 -0.0159054 0.00320648 0.00173592 -0.00987469 0.00489378 0.0102013 -0.00453553 0.00315451 0.0450762 0.0629757 -0.0040086 -0.015625 -0.00311673 0.0354805 0.0453583 0.0309922 -0.023249 internal_weight=2157.76 1162.31 1077.51 84.801 995.444 104.963 890.48 118.568 20.7512 97.8168 58.9412 771.912 83.011 82.8743 70.4107 46.6108 688.901 22.0891 13.4818 1068.18 74.5855 993.592 25.8598 19.3556 12.3304 12.4636 internal_count=30416 15065 14293 772 15351 2348 13003 2439 446 1993 561 10564 1037 2014 1579 454 9527 334 179 14195 782 13413 211 150 107 435 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=19 num_cat=0 split_feature=12 6 7 7 42 18 44 39 42 31 41 27 18 37 39 29 25 31 split_gain=3.15931 4.98752 4.58521 4.97966 8.69852 3.7982 5.72727 8.94438 4.80003 4.3446 3.90561 3.32686 5.04765 4.43141 4.36218 2.70881 1.50297 1.37459 threshold=1.1450000000000002 17.500000000000004 786.81000000000006 258.14000000000004 111500.00000000001 1.5000000000000002 693.50000000000011 0.04055000000000001 83500.000000000015 1.0000000180025095e-35 44.760000000000005 6.5000000000000009 2.5000000000000004 4315.0000000000009 0.16995000000000002 648.65285000000006 5300.2000000000007 0.87285000000000013 decision_type=8 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 8 10 left_child=2 5 3 4 -1 6 8 -8 -2 -7 -11 -4 14 -14 -13 -5 -3 -17 right_child=1 16 11 15 -6 9 7 -9 -10 10 -12 12 13 -15 -16 17 -18 -19 leaf_value=0.032312646570741434 0.045658482046226453 0.041793745610410923 -0.020272779907822929 -0.0022430900305173891 -0.035791462523237179 -0.040770793201849787 -0.0084551018603697837 0.052166133818891694 0.0016520832637312009 -0.014257397174314776 4.5582005154719098e-05 -0.021775790547503275 0.061813125558200115 0.0028237281095079242 0.028200409131238433 -0.049382872830480616 0.0089700944046954383 -0.014153233365318303 leaf_weight=9.1073865182697791 5.4830326829105607 8.0575647223740781 10.631897583603857 5.8498331541195538 7.7409310122020534 5.6657776776701203 9.2649630536325294 14.863286916632203 152.6924209370045 47.986868521897122 1833.6411691522226 12.566124647855764 6.0148915573954564 6.3559785336256027 5.4173865579068652 15.460334590636196 7.5589981861412534 5.0911404902581117 leaf_count=117 72 55 96 88 234 76 257 269 3858 851 23994 123 55 67 56 204 48 54 internal_value=2.89597e-05 0.000416741 -0.00940395 -0.0205807 0.000490002 0.000195154 0.00706834 0.0292792 0.0034862 -0.000469507 -0.000323908 0.00248016 0.0110014 0.0343571 -0.00576501 -0.0337368 0.0277028 -0.0419492 internal_weight=2169.45 2085.21 84.2359 43.2496 16.8483 2069.6 182.304 24.1282 158.175 1887.29 1881.63 40.9863 30.3544 12.3709 17.9835 26.4013 15.6166 20.5515 internal_count=30574 29480 1094 697 351 29377 4456 526 3930 24921 24845 397 301 122 179 346 103 258 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=24 num_cat=0 split_feature=37 44 20 37 7 17 17 10 34 29 24 11 24 31 39 7 16 6 15 35 33 34 30 split_gain=4.08083 8.29797 8.51295 7.09326 7.40828 6.98766 11.3278 6.49958 5.50711 8.05352 5.45987 4.65007 4.55301 4.9492 4.99746 4.01831 3.19547 3.56545 2.78152 2.88117 1.98852 1.31968 0.677715 threshold=1135.0000000000002 365.50000000000006 622.70500000000015 1.0000000180025095e-35 1091.0600000000002 1.7949500000000003 3.5528500000000007 0.24745000000000003 66.919450000000026 4684.5238000000008 2.4777000000000005 8.3400000000000016 0.37205000000000005 0.93635000000000013 0.22525000000000003 1766.5050000000003 102.24500000000002 1.0000000180025095e-35 7.9996500000000008 1.5000000000000002 0.84165000000000012 20.393650000000004 3.5000000000000004 decision_type=10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 10 10 10 8 8 8 left_child=1 2 5 4 -4 7 -7 -1 16 -10 15 -5 -3 14 -14 -11 18 22 19 -2 -12 -20 -18 right_child=8 12 3 11 -6 6 -8 -9 9 10 20 -13 13 -15 -16 -17 17 -19 21 -21 -22 -23 -24 leaf_value=0.047923171862035291 0.00069368550785551793 0.064493266458886034 -0.024583486569670718 -0.0045958976501892356 0 0.081512677055061572 -0.0032951477746959688 -0.0057445922147274378 0.050896830088144079 0.024075460479218984 -0.04591031607745269 0.041793545574890963 0.033738840444546399 -0.024762796799868019 -0.009372748020239274 0.0031509167056313347 -0.045326327829462755 0.0046190790943729512 -0.043092342237805698 -0.0036051217860924622 -0.0068129078077887005 -0.0059054685562154353 -0.016017327658140148 leaf_weight=6.1014725333079713 611.1565474626841 5.3076260210946193 49.061072582844645 9.0480197090655583 78.501590643078089 8.3646464291959983 6.4760008696466675 26.238912066444751 8.6281712623313052 26.167749814456329 5.6528996422421161 11.213790730573235 28.030926490202546 5.1255120430141679 8.0471806991845352 156.75345836021006 8.201055240817368 7.9698304608464232 5.0862695347750533 1065.3098422924522 7.8917711935937414 5.1174538964405665 5.3861130848526964 leaf_count=89 10999 56 641 91 727 95 79 340 122 371 97 172 281 58 83 1634 109 153 204 13787 105 95 60 internal_value=-0.000752496 0.00535388 0.000758232 -0.00513312 -0.00955341 0.0190438 0.0463177 0.00536432 -0.0015283 0.00618733 0.0039507 0.0216011 0.0240951 0.0173679 0.0239946 0.00628608 -0.00246067 -0.0211866 -0.00220596 -0.00203553 -0.0255087 -0.0270801 -0.0359452 internal_weight=2154.84 241.517 195.006 147.824 127.563 47.181 14.8406 32.3404 1913.32 205.094 196.466 20.2618 46.5112 41.2036 36.0781 182.921 1708.23 21.557 1686.67 1676.47 13.5447 10.2037 13.5872 internal_count=30448 2712 2234 1631 1368 603 174 429 27736 2329 2207 263 478 422 364 2005 25407 322 25085 24786 202 299 169 is_linear=0 shrinkage=0.05 Tree=186 num_leaves=20 num_cat=0 split_feature=23 14 32 8 12 14 36 0 42 21 10 33 42 11 21 11 42 32 35 split_gain=3.11237 4.8187 5.0149 6.22304 8.48369 5.3891 4.03157 4.28328 5.99999 5.24619 3.58978 9.62638 4.19557 3.21952 6.5315 5.67949 1.58498 1.22078 0.21649 threshold=3.5000000000000004 18.645000000000003 98.115000000000023 55.655000000000008 74.865000000000023 142.35000000000005 -1.0000000180025095e-35 1.5000000000000002 85500.000000000015 816.66000000000008 -0.74354999999999982 0.81925000000000014 126500.00000000001 13109.355000000001 866.59000000000015 11725.170000000002 166500.00000000003 97.105000000000004 6.5000000000000009 decision_type=8 10 10 8 8 10 10 10 8 10 10 10 10 10 10 10 10 10 8 left_child=1 -1 5 -4 -5 16 7 8 -2 -10 11 18 -13 15 -15 -12 -3 -9 -8 right_child=6 2 3 4 -6 -7 10 17 9 -11 13 12 -14 14 -16 -17 -18 -19 -20 leaf_value=0.022988547009150408 0.062585650667063467 -0.018927140002496144 -0.035086945521127885 0.049462129519816184 -0.012799337531913955 0.015115482985036633 -0.052010926088472333 -0.033531015819947108 0.016103153802886277 -0.023064803079007653 -6.8106729214952217e-05 0.018996859468698547 -0.010697545464565781 -0.031001318681382964 -0.0026997211698614396 0.027949558270058211 -0.046585475720529873 0 -0.025466893699140476 leaf_weight=8.1863937185844389 5.1461910179350516 11.28601494501345 7.9696315813343972 8.6646761931478959 11.694843842647975 5.2667697947472325 10.16824975609779 5.0363107000011933 55.943902135826647 9.0617827100213599 1775.2671501927543 16.20655190339312 37.388944246340543 23.608214431907982 123.50357185315806 17.271141967037693 17.382144244620577 5.1234749724389985 5.4671907946467408 leaf_count=454 42 260 334 197 194 72 116 129 996 93 23447 158 435 724 1858 277 430 153 54 internal_value=-0.000682859 -0.0109466 -0.0157802 0 0.0145392 -0.0284573 -0.000329288 0.0105816 0.0150322 0.0103007 -0.000773023 -0.0118803 -0.00144329 -0.000368082 -0.00745391 0.000214489 -0.0368705 -0.018294 -0.0451187 internal_weight=2159.64 70.4505 62.2641 28.3292 20.3595 33.9349 2089.19 80.3117 70.1519 65.0057 2008.88 69.2309 53.5955 1939.65 147.112 1792.54 28.6682 10.1598 15.6354 internal_count=30423 1941 1487 725 391 762 28482 1413 1131 1089 27069 763 593 26306 2582 23724 690 282 170 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=19 num_cat=0 split_feature=34 40 11 33 12 33 40 17 11 34 46 44 31 17 24 7 19 11 split_gain=5.76413 3.95705 8.52864 5.55492 7.33008 5.08516 4.04942 4.39726 14.5808 3.66773 3.39658 3.41475 3.31073 3.02674 2.69385 2.85893 1.29688 1.08849 threshold=2.2093500000000001 1.5000000000000002 17503.890000000003 0.84635000000000016 204.61500000000004 0.87315000000000009 3.5000000000000004 15.612100000000002 800.04500000000019 4.9392500000000004 89.785000000000011 706.50000000000011 0.77715000000000012 1.8485500000000001 -0.054099999999999995 6137.545000000001 0.41900000000000009 2574.6750000000006 decision_type=10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 8 10 left_child=13 2 3 4 -2 -5 10 9 -9 -8 12 -12 -3 14 16 17 -1 -16 right_child=1 6 -4 5 -6 -7 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 -19 leaf_value=0.017064804093586836 0.014430341002848941 -0.0058034530326289474 -0.038865199901198431 -0.021590739480900303 0.068271300126788018 0.0082620430369131481 -0.011913727510350851 -0.0064455573924302378 0.044681336495048102 0.0017309427369994143 -0.036265187963665596 0.0092522664709848608 0.00011419639962764863 0.0095872874233874448 -0.039722504348470772 0.0010908237043302101 -0.015153208001097951 -0.012977398712665464 leaf_weight=5.23206406412646 74.052830195054412 403.54972772556357 8.281313175801186 18.540462787263095 6.1352846128866068 51.814056941308081 51.232185234781355 32.046625423245132 23.217975488863885 847.97268146486022 13.255335299880246 5.088567327708005 564.53014389739837 8.7192460643127543 22.173965018242601 6.6687361588701597 5.2342696711421013 6.8289348006946957 leaf_count=106 961 7766 194 208 63 672 734 390 280 10205 447 126 7226 145 428 86 66 362 internal_value=-0.000325807 9.34916e-05 0.00765788 0.0104897 0.0194015 0.000132563 -0.000526554 0.00179109 0.0153576 0.000935613 -0.00277373 -0.0235547 -0.00235089 -0.0161788 -0.0212542 -0.0276443 0.000599997 -0.0342343 internal_weight=2154.57 2099.72 158.824 150.543 80.1881 70.3545 1940.89 954.469 55.2646 899.205 986.424 18.3439 968.08 54.8572 46.138 35.6716 10.4663 29.0029 internal_count=30465 29272 2098 1904 1024 880 27174 11609 670 10939 15565 573 14992 1193 1048 876 172 790 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=16 num_cat=0 split_feature=16 34 18 42 14 6 24 31 29 8 41 36 11 23 19 split_gain=3.56056 3.44068 3.18944 6.54061 11.3794 5.32257 9.13756 4.72749 4.16844 3.89386 4.88239 4.44737 3.15698 0.623794 0.465729 threshold=102.24500000000002 7.3659500000000007 1.5000000000000002 85500.000000000015 23.345000000000002 1.0000000180025095e-35 1.0155500000000004 0.76875000000000016 47600.000000000007 124.47500000000001 38.750000000000007 92.895000000000024 1288.6550000000002 8.5000000000000018 0.081150000000000014 decision_type=8 8 10 10 10 10 8 10 10 10 10 10 10 10 8 left_child=2 -2 3 4 -1 6 -5 -7 9 10 -4 -11 14 -10 -3 right_child=1 12 8 5 -6 7 -8 -9 13 11 -12 -13 -14 -15 -16 leaf_value=0.082826099271656309 0.0151702185967236 -0.02053550323325512 -0.027244268891479431 -0.0076386433775811231 -0.005944650745276189 -0.025361836556794901 0.018437041529561448 0.0033626200974488534 -0.042086687710784984 0.010067368258221677 -0.0013288018760752316 -0.0013041317335662501 0.00021748217578006305 -0.014520452910394136 -0.045629934578437441 leaf_weight=6.1744830838870239 5.728132989723238 6.8124869624152762 17.418299002572894 53.293574177776463 6.8217317946255207 24.937236832338385 87.005533814546652 30.965686368523166 5.1206015599891526 166.66577379452065 1552.3195406316081 174.69430113211274 7.8979738447815171 6.8332441933453083 9.563128370791679 leaf_count=98 96 69 425 1308 83 983 1412 928 54 1443 21564 1708 134 65 123 internal_value=-0.000382084 -0.0172063 -0.000135061 0.00571005 0.0387774 0.00330881 0.00851267 -0.00958347 -0.000776154 -0.000581572 -0.00163671 0.00424648 -0.0253424 -0.0290522 -0.0372607 internal_weight=2162.25 30.0017 2132.25 209.198 12.9962 196.202 140.299 55.9029 1923.05 1911.1 1569.74 341.36 24.2736 11.9538 16.3756 internal_count=30493 422 30071 4812 181 4631 2720 1911 25259 25140 21989 3151 326 119 192 is_linear=0 shrinkage=0.05 Tree=189 num_leaves=23 num_cat=0 split_feature=37 23 36 43 42 32 12 36 36 32 11 25 37 37 15 36 37 17 16 11 8 18 split_gain=3.1469 5.15697 5.74832 10.5638 5.56422 11.7076 4.4191 4.25622 6.34614 5.17856 5.4904 4.08765 5.52644 3.32672 6.0323 8.09038 4.56806 9.48712 5.41457 3.05602 2.86752 1.21126 threshold=8450.0000000000018 8.5000000000000018 96.685000000000016 675.50000000000011 199500.00000000003 95.165000000000006 87.705000000000013 98.265000000000015 98.495000000000019 94.245000000000019 287.10500000000008 987.05500000000018 2150.0000000000005 1.0000000180025095e-35 1.4908500000000002 91.445000000000007 1048.5000000000002 1.8485500000000001 102.24500000000002 6849.3950000000013 75.670000000000016 2.5000000000000004 decision_type=10 10 10 10 10 10 10 8 10 10 10 8 10 8 10 8 10 8 8 10 10 10 left_child=11 7 4 20 5 -3 -6 9 -9 10 -2 12 -1 14 15 -13 17 -15 -18 -11 -4 -14 right_child=1 2 3 -5 6 -7 -8 8 -10 19 -12 13 21 16 -16 -17 18 -19 -20 -21 -22 -23 leaf_value=0.01001225310308951 0.022984739077950747 -0.021813092359245004 -0.038939733388236482 0.035146897188391049 0.0024976855211320537 0.017139109752471654 0.025711610516084921 0.040197505432399028 -0.027544618076725286 -0.03899267564611264 -0.026198643240920673 0.0059959869020792958 -0.014750444573129276 0.033952293920390182 0.03083577342575677 -0.015286591992924878 0.0013132915241951602 -0.018024689955086229 -0.023546544960073752 -0.0070407916967528033 -0.0095770221306203124 -0.049315967620960799 leaf_weight=8.926033512689175 10.704446324147286 47.571940200403333 22.113233352545649 7.1428617844358078 51.697552255354822 30.957000362453982 33.859447206370533 6.6703161217737925 5.2931881059193984 31.761750260484405 10.002681371290235 69.523309131152928 5.6278235106728962 27.311395083554089 9.8374068364500982 120.42363373376429 1597.7392184208147 11.835289953742175 21.192861894611269 10.88424582837615 15.115947528276591 8.9148018737323564 leaf_count=153 137 616 492 131 810 506 333 145 280 674 253 655 201 315 162 1350 22162 151 303 371 222 146 internal_value=-0.00035869 -0.00525832 -0.00115558 -0.0169305 0.00315669 -0.00637239 0.0119333 -0.0163842 0.0100269 -0.0215277 -0.000655622 0.0003801 -0.0199169 0.000649759 -0.00542431 -0.00748007 0.00138747 0.0180559 0.000970439 -0.0313005 -0.0277109 -0.0380709 internal_weight=2165.11 283.775 208.458 44.372 164.086 78.5289 85.557 75.3166 11.9635 63.3531 20.7071 1881.33 23.4687 1857.86 199.784 189.947 1658.08 39.1467 1618.93 42.646 37.2292 14.5426 internal_count=30568 4970 3110 845 2265 1122 1143 1860 425 1435 390 25598 500 25098 2167 2005 22931 466 22465 1045 714 347 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=11 num_cat=0 split_feature=13 15 33 21 19 18 15 24 24 21 split_gain=3.01279 2.91279 8.25339 5.24065 7.2832 5.44658 3.57651 2.81054 3.2494 3.00698 threshold=5.6899000000000006 2.2967500000000007 0.7259500000000001 1.0000000180025095e-35 -0.43309999999999998 4.5000000000000009 2.1558500000000005 15.689500000000001 11.453150000000003 232.24500000000003 decision_type=10 10 10 10 8 10 10 10 10 10 left_child=1 6 -3 4 -4 -5 7 8 -1 -9 right_child=-2 2 3 5 -6 -7 -8 9 -10 -11 leaf_value=0.00014763827272062978 -0.030051548387444373 0.06646185640340721 -0.0059993914283194838 -0.023322347111421959 0.067032440538451948 0.01273874379793141 -0.035659218129073141 0.01292013833745043 0.035766915549244903 -0.021736411690761182 leaf_weight=2042.7091844263487 7.2568976014154023 5.0800915196305132 6.1455139659810811 18.716367176733911 6.002725081634706 21.244922161567956 6.0466332589276126 7.1713629383593789 5.4250900130718938 26.599803199060261 leaf_count=27971 273 125 182 438 219 403 148 140 84 454 internal_value=8.91407e-05 0.00020739 0.0112421 0.00461464 0.0320606 -0.00418589 -9.76986e-05 2.02553e-05 0.000261835 -0.0140733 internal_weight=2152.4 2145.14 57.1896 52.1095 12.1482 39.9613 2087.95 2081.91 2048.13 33.7712 internal_count=30437 30164 1367 1242 401 841 28797 28649 28055 594 is_linear=0 shrinkage=0.05 Tree=191 num_leaves=21 num_cat=0 split_feature=22 44 22 10 8 36 41 41 8 15 22 22 17 11 11 25 33 43 9 37 split_gain=3.69098 8.81414 8.70465 6.46817 5.565 5.27415 5.98697 3.78483 3.61819 4.53159 3.10956 4.73176 5.76195 4.63961 3.43824 6.45359 6.26412 2.19121 1.55093 0.81867 threshold=1113.2700000000002 505.50000000000006 3370.5300000000002 0.69020000000000015 49.025000000000013 98.265000000000015 83.780000000000015 84.690000000000012 95.385000000000005 1.7239500000000001 879.71500000000015 746.20500000000004 10.440500000000002 1479.7700000000002 83.325000000000003 13198.070000000002 0.41365000000000002 303.50000000000006 1.0000000180025095e-35 2350.0000000000005 decision_type=8 10 10 8 8 10 8 10 10 10 10 10 8 10 10 10 8 10 8 10 left_child=10 4 3 -3 17 7 -7 -6 9 -4 11 14 -13 19 15 -1 -16 -2 -19 -12 right_child=1 2 8 -5 5 6 -8 -9 -10 -11 13 12 -14 -15 16 -17 -18 18 -20 -21 leaf_value=0.0043770395548413405 0.00653045398209491 0.096074595012584488 0.034400093924293176 0.025141150865247899 0.0094279334861731689 -0.0031509711355529081 0.046899065429768266 -0.0066240680262333153 -0.017694297673326302 -0.012581183251906009 -0.015610737376222483 0.06375866142134437 -0.0052129121457867656 0.016495960972753337 0.023940961193483531 -0.0047383706028318031 -0.0032575376507537773 -0.014864949606466463 -0.045521940612847991 -0.047417905355963415 leaf_weight=636.9470686360728 5.5988139302935478 5.3968343753367645 15.176536954240879 9.0769105205545184 69.661681053228676 9.7149584423750657 13.381937594152985 75.293131414800882 7.8980597313493481 6.7010802493896326 5.318204106763007 5.3194431612500903 5.3109375284984708 5.0927967195166266 20.618701262166724 277.79885037010536 960.08052306226455 13.786409025546165 6.8674088425468645 7.279356645885855 leaf_count=7165 189 78 211 166 1112 201 239 1155 77 110 91 131 113 174 498 2480 15478 379 373 164 internal_value=0.00012211 0.00597683 0.025858 0.0564129 0.00131443 0.00471193 0.0263825 0.00106761 0.00949259 0.0198703 -0.000604027 -0.000402132 0.0313851 -0.0209046 -0.000599499 0.00160117 -0.00265681 -0.0196255 -0.0269208 -0.0364934 internal_weight=2162.32 238.554 44.2494 14.4737 194.304 168.052 23.0969 144.955 29.7757 21.8776 1923.77 1906.08 10.6304 17.6904 1895.45 914.746 980.699 26.2526 20.6538 12.5976 internal_count=30584 4290 642 244 3648 2707 440 2267 398 321 26294 25865 244 429 25621 9645 15976 941 752 255 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=14 num_cat=0 split_feature=41 25 41 26 12 44 45 36 44 36 39 17 34 split_gain=3.45366 5.70329 3.7186 4.62778 3.78329 2.88559 8.18056 6.55122 8.63394 6.04986 6.00853 4.94965 1.9658 threshold=17.425000000000004 11999.385 36.930000000000007 2.5000000000000004 38.975000000000001 382.50000000000006 1.0000000180025095e-35 91.815000000000012 402.50000000000006 98.585000000000022 1.9767000000000003 14606.204100000001 28.621350000000003 decision_type=8 10 10 10 10 10 8 10 10 10 10 8 10 left_child=1 -1 3 12 -5 6 10 8 -7 -9 -4 -8 -2 right_child=2 -3 5 4 -6 7 11 9 -10 -11 -12 -13 -14 leaf_value=-0.0060843224359895141 -0.0448163804643587 0.050275175711451417 -0.00079736759468625521 0.035619490881034749 -0.018489761724960224 0.047313365960649972 -0.01190018897206533 0.010066466097526441 -0.012522811280003755 -0.0054981114261099017 0.041578423121050492 0.025287312189174328 -0.010634540893421257 leaf_weight=8.7648712474619987 11.68802820378915 7.5484108198434106 1442.7360031924909 5.0781136216828582 5.8626978034153581 5.4445502336602649 232.10566822113469 241.28523745189887 91.643194139236584 82.926002554246224 7.4109441475011399 8.309028633637352 8.1464934204705042 leaf_count=379 353 113 19550 233 104 65 4163 2839 1021 1221 78 196 169 internal_value=-0.00112444 0.0211029 -0.00130576 -0.0182938 0.00708576 -0.0010473 -0.0019716 0.00264571 -0.00866816 0.00606535 -0.000548859 -0.0104948 -0.0322014 internal_weight=2158.95 16.3133 2142.64 30.7753 10.9408 2111.86 1690.56 421.299 97.0877 324.211 1450.15 240.415 19.8345 internal_count=30484 492 29992 859 337 29133 23987 5146 1086 4060 19628 4359 522 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=20 num_cat=0 split_feature=39 46 44 44 19 10 10 19 21 7 10 15 19 29 2 20 18 42 25 split_gain=5.05898 6.83062 6.17417 6.53484 5.78524 8.16671 8.5568 4.88056 11.672 5.96693 4.83358 4.29154 5.01525 2.66421 2.64018 2.56718 1.52472 1.01503 0.340972 threshold=0.64105000000000012 26.130000000000006 408.50000000000006 309.50000000000006 0.16935000000000003 -0.34349999999999997 -0.19089999999999999 0.046750000000000007 12835.750000000002 108.35500000000002 0.94935000000000014 1.4209500000000002 0.32795000000000007 463.11740000000003 5912.0000000000009 2167.6550000000007 9.5000000000000018 112500.00000000001 28985.185000000001 decision_type=8 10 8 10 8 8 8 10 8 10 10 8 10 10 10 10 8 10 10 left_child=1 4 3 11 7 16 -7 9 -9 -1 -4 15 -13 -3 17 -2 -6 -15 -12 right_child=2 13 10 -5 5 6 -8 8 -10 -11 18 12 -14 14 -16 -17 -18 -19 -20 leaf_value=-0.008897474813231436 -0.017260801648936556 0.010959523556441595 0.0079099719005140939 0.042467743983877038 -0.038088670829315226 0.06199284319978652 0.0076540575316697964 -0.0026158350258391984 0.064718377861480825 0.005261579072279512 -0.052027011014729924 -0.0094836862174982675 0.050822297526794236 -0.010610105237140795 0.0037604418746933497 2.0167905713477333e-05 -0.0038232587770053537 -0.037603441540101562 -0.023934474002749874 leaf_weight=84.734705517301336 59.68345787608996 5.0904303622664875 5.017590569797906 5.9799670507200053 9.9206379000097478 6.4800699129700661 306.58061011903919 1019.9019659992773 5.4729758892208329 555.91769885760732 11.543671257328244 6.565073251957072 5.4912342429161072 6.0409856860060307 5.7680314298486328 32.380062124691904 5.4575226865708837 20.046129368478432 5.1137040667235842 leaf_count=2823 842 150 84 78 109 62 3939 12986 53 7629 154 147 93 124 212 392 54 578 55 internal_value=0.000125089 0.00074505 -0.00932807 -0.00434019 0.00114668 0.00720106 0.00898855 -4.74776e-05 -0.00218886 0.00337012 -0.0331352 -0.00745451 0.0193895 -0.0202636 -0.0255869 -0.0111942 -0.0272095 -0.0321597 -0.0455299 internal_weight=2163.19 2031.41 131.775 110.1 1994.47 328.439 313.061 1666.03 1025.37 640.652 21.675 104.12 12.0563 36.9456 31.8551 92.0635 15.3782 26.0871 16.6574 internal_count=30564 28719 1845 1552 27655 4164 4001 23491 13039 10452 293 1474 240 1064 914 1234 163 702 209 is_linear=0 shrinkage=0.05 Tree=194 num_leaves=24 num_cat=0 split_feature=0 45 33 42 7 31 45 32 32 32 37 37 14 14 11 20 0 20 24 37 31 14 43 split_gain=2.67597 4.60319 7.71251 9.13414 6.01576 3.97897 3.83697 7.58268 3.61229 6.7471 5.24231 5.04842 4.79061 5.11576 3.93203 3.58422 9.9783 5.45151 2.66535 2.44795 1.95616 1.50243 1.1096 threshold=1.5000000000000002 1.5000000000000002 0.67215000000000014 93500.000000000015 1332.1650000000002 0.81755000000000011 3.5000000000000004 96.25500000000001 93.995000000000019 94.765000000000015 3505.0000000000005 9950.0000000000018 9.2250000000000032 6.785000000000001 845.49000000000012 408.37500000000006 4.5000000000000009 552.98500000000013 1.6124000000000003 3275.0000000000005 0.60155000000000014 50.485000000000007 2162.5000000000005 decision_type=10 10 10 10 10 10 8 8 8 8 10 10 10 10 10 10 10 10 8 10 10 10 8 left_child=6 2 3 5 -5 -2 8 -8 12 10 -10 -11 13 -1 -14 16 -4 -17 19 -9 -3 -22 -23 right_child=1 20 15 4 -6 -7 7 18 9 11 -12 -13 14 -15 -16 17 -18 -19 -20 -21 21 22 -24 leaf_value=0.0062177541838034913 0.021869852028452194 0.0033195655855860528 -0.014863680626079996 0.012111195346279219 -0.038825458775441885 0.077818207030392952 0.063056283894165774 0.015782770712182422 -0.00034129311531400916 0.0010150234161755002 -0.027614269323079567 -0.011967501507977986 0.005361925309821461 0.061577199595962064 -0.002136863564096841 -0.036256449532769477 0.040448457988104591 -0.0055974869247391564 0.030063786666752412 -0.022260789300650986 -0.004515238433166052 -0.045255469932627447 -0.012401816041729489 leaf_weight=11.094514198601248 8.87394155631773 5.068750343401919 17.225032494752671 25.580591035424735 6.407763746334239 5.7377634632866821 6.345008036121726 6.0446873627370215 31.458206526935101 879.26079094340093 40.248861717991531 80.838228123495355 488.95366408396512 6.2041131695732465 269.9406564636156 14.784924160805529 13.754499161150305 202.3342426889576 5.7822829440701815 9.4874840260017645 5.4061115981312495 11.450781663414086 5.0579322897829178 leaf_count=276 205 183 475 698 172 94 69 90 382 11681 542 1460 4768 110 3465 337 193 4468 113 200 246 258 116 internal_value=0.000284157 -0.00391208 -0.00204595 0.0163776 0.000888583 0.0477374 0.00102396 0.019183 0.000732943 -0.00120163 -0.0158875 -8.41888e-05 0.00330927 0.0286256 0.00268871 -0.00557835 0.0100347 -0.00786481 0.00365799 -0.00709374 -0.0233128 -0.0295669 -0.0367586 internal_weight=2157.34 321.682 294.699 46.6001 31.9884 14.6117 1835.66 27.6595 1808 1031.81 71.7071 960.099 776.193 17.2986 758.894 248.099 30.9795 217.119 21.3145 15.5322 26.9836 21.9148 16.5087 internal_count=30601 7445 6642 1169 870 299 23156 472 22684 14065 924 13141 8619 386 8233 5473 668 4805 403 290 803 620 374 is_linear=0 shrinkage=0.05 Tree=195 num_leaves=25 num_cat=0 split_feature=31 35 18 42 5 42 43 27 30 7 42 43 34 20 7 7 20 34 15 31 32 37 33 8 split_gain=4.33313 8.25453 6.53532 6.98304 8.51205 9.58947 6.47981 6.30782 6.98269 6.12753 7.87789 6.05918 5.52327 9.09831 5.54887 5.33455 5.31097 4.83939 8.08601 5.23592 4.47777 3.80916 2.75411 0.467119 threshold=0.7198500000000001 9.5000000000000018 1.5000000000000002 85500.000000000015 0.11875000000000001 195500.00000000003 236.50000000000003 5.5000000000000009 3.5000000000000004 281.60000000000008 156500.00000000003 2131.5000000000005 14.399500000000002 1873.5250000000003 17792.005000000001 612.43500000000006 12077.410000000002 15.611250000000002 1.5065500000000001 0.66055000000000008 96.145000000000024 2650.0000000000005 0.99095000000000011 67.75500000000001 decision_type=10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 8 left_child=1 11 3 21 6 -6 -5 8 16 10 -9 17 -3 -14 -15 -10 -4 18 -1 -19 -11 -2 23 -13 right_child=2 12 7 4 5 -7 -8 9 15 20 -12 22 13 14 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 leaf_value=0.004746659198423861 0.078152212351569494 0.062582397757475774 0.0048291944525716063 0.037660379297936468 0.044370875387747991 0.0027246526578688754 -0.011946617028952835 0.021670262147429564 -0.01909817226782231 -0.021246519835379552 -0.016729028866804496 -0.021986506546808143 -0.035282358715615615 0.046951863517034391 -0.0027072623349544758 -9.9940822451060878e-05 0.020986286452501581 -0.0030633676724166371 -0.02783448390650229 -0.014902088213629486 -0.0042895633879393253 0.014950578330948251 0.00059246540185240424 -0.045450027139693747 leaf_weight=269.28219234407879 5.0654060654342148 5.6242637159302822 380.99816806009039 6.6161087471991769 25.595093848183751 29.64387146034278 46.977920208708383 34.501991285476834 39.744632198708132 70.744151797145605 20.378316254122183 8.3800180697580799 6.9568923972547081 12.698380228132011 9.0606316886842233 402.8260414339602 58.28248592861928 469.4861420673551 19.466541086789221 116.46012413012795 88.571349882753566 5.2830421938560912 6.2210702188312998 10.11611921526492 leaf_count=4905 49 75 4832 192 328 471 1465 488 721 777 421 248 92 124 63 4017 534 6890 728 1530 1069 64 147 182 internal_value=-5.44982e-05 -0.00261657 0.00191056 0.0129816 0.00894261 0.0225563 -0.00515346 0.000691419 0.00256595 -0.00697893 0.00727804 -0.00354904 0.0210738 0.0109433 0.0268433 -0.00185654 0.00702702 -0.00283593 0.0024444 -0.00544628 -0.0119361 0.050488 -0.0274985 -0.0367489 internal_weight=2148.98 933.752 1215.23 119.181 108.833 55.239 53.594 1096.05 881.851 214.196 54.8803 899.412 34.3402 28.7159 21.759 442.571 439.281 874.695 288.749 585.946 159.316 10.3484 24.7172 18.4961 internal_count=30412 14984 15428 2569 2456 799 1657 12859 10104 2755 909 14630 354 279 187 4738 5366 14053 5633 8420 1846 113 577 430 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=21 num_cat=0 split_feature=44 39 42 43 17 17 43 43 12 33 44 36 34 20 44 42 37 43 36 39 split_gain=3.64324 7.12388 3.72917 3.43449 3.34027 3.09176 3.03133 6.49335 8.83703 5.05835 5.05137 4.6496 4.44877 4.26212 7.31798 3.11426 2.63761 2.21269 2.10412 1.68403 threshold=1429.5000000000002 0.074450000000000002 119500.00000000001 2392.5000000000005 1.0221500000000001 0.69595000000000007 2402.5000000000005 2307.5000000000005 74.475000000000009 0.88145000000000007 428.50000000000006 99.115000000000023 7.0847500000000005 15781.460000000001 721.50000000000011 180500.00000000003 3045.0000000000005 1971.5000000000002 98.155000000000015 0.071350000000000011 decision_type=8 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 8 10 10 left_child=6 2 -2 5 -4 16 7 13 10 -10 -9 12 -8 15 -15 -1 -3 -7 -5 -14 right_child=1 3 4 18 -6 17 11 8 9 -11 -12 -13 19 14 -16 -17 -18 -19 -20 -21 leaf_value=0.0029111340048941399 0.045330817946987477 0.019041131676049993 -0.02745153818753019 0.026335159401761135 0.02340870784253642 -0.0044311188776564175 0.016328641260761126 -0.022620202748781224 0.056317827745567733 0.0069093220935438548 0.016044204842559785 0.022088646050464983 -0.043438047032299101 -0.00058123117750051914 -0.036821567020429588 -0.001131449947978281 -0.022007108877325543 -0.041839765102710744 -0.014624277864863309 -0.017030040452814005 leaf_weight=1038.3587231882848 5.974422616884115 5.4157134741544732 5.2663710531778616 5.0398252476006729 5.6419962759828195 5.4125124732963741 6.5217976034618905 13.000930863199754 15.477597542107107 8.3689807439222914 20.271755093475804 7.4135398892685762 10.015814912854696 45.265186117496341 19.332686215639114 876.59800088289194 8.9404303459450603 22.861135023413226 5.4564263643696904 21.498824782203883 leaf_count=13985 76 54 97 54 105 74 189 251 156 86 289 189 272 397 169 13263 93 242 79 345 internal_value=0.000442325 -0.0106902 0.0167544 -0.0196526 -0.000969148 -0.0258621 0.000823996 0.00111376 0.0175897 0.0401551 0.000571432 -0.0117976 -0.0189269 0.000627189 -0.0118994 0.00105835 -0.00596489 -0.0352453 0.00518771 -0.0266545 internal_weight=2152.13 70.0088 16.8828 53.126 10.9084 42.6298 2082.12 2036.67 57.1193 23.8466 33.2727 45.45 38.0364 1979.55 64.5979 1914.96 14.3561 28.2736 10.4963 31.5146 internal_count=30465 874 278 596 202 463 29591 28596 782 242 540 995 806 27814 566 27248 147 316 133 617 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=22 num_cat=0 split_feature=34 10 24 24 37 29 21 5 15 24 32 24 21 14 11 37 24 17 40 25 11 split_gain=3.52424 4.61445 4.07727 6.34359 8.5926 7.25332 4.987 4.66847 7.65696 3.99203 7.91723 5.18322 3.89057 5.88996 6.09671 4.99967 5.87674 3.32481 2.84414 2.64184 0.806119 threshold=4.0750500000000009 -0.44334999999999997 1.3384500000000001 1.2697500000000004 7300.0000000000009 437.17765000000003 12835.750000000002 0.091950000000000018 3.1425500000000004 1.24665 93.27500000000002 1.2108500000000004 432.14500000000004 70.665000000000006 3383.8650000000002 2150.0000000000005 1.0091500000000002 2.4074500000000003 3.5000000000000004 3999.9950000000003 1901.6850000000002 decision_type=8 8 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 8 8 left_child=1 -1 3 9 5 -5 7 20 -9 11 -11 -2 15 14 -14 16 -3 -15 -6 -17 -4 right_child=2 12 6 4 18 -7 -8 8 -10 10 -12 -13 13 17 -16 19 -18 -19 -20 -21 -22 leaf_value=-0.047793615879643515 0.00064340986245386121 0.030093656849218803 -0.04583004022040426 0.070470613498059484 -0.040857852947150566 0.01442780451358228 0.032719707149288735 -0.0045568218943767749 0.041253648470949977 0.0047562770938460452 -0.031754393468370112 0.014726374622302136 0.043470055576811835 -0.019376828378579153 -0.0044105118895767497 -0.028121926284802992 -0.012156532670016046 0.013576175841816154 -0.0012265228577316358 -0.0044700610365980475 -0.013824201407025647 leaf_weight=5.7651303666643798 1300.4994230282027 12.001597457565365 6.5554792080074522 5.2902736901305607 7.1859554457478234 102.58299523638561 8.1920161719899607 411.40449322853237 8.3164231327828002 31.761181132867932 26.211625205352902 67.874913781415671 13.900422201491894 23.136869341135025 11.388030199799685 38.319094416918233 21.335082191508263 10.191456395201383 10.88358445186168 18.26501608628314 5.0367886379826823 leaf_count=98 17190 222 171 77 196 1602 135 5898 160 366 345 876 250 304 350 933 349 130 152 393 163 internal_value=-6.91756e-06 -0.00726388 0.000556127 0.00176215 0.0124758 0.0178442 -0.0036864 -0.00446352 -0.00354134 0.000804575 -0.0119253 0.00135586 -0.00534829 0.00456794 0.0223705 -0.0118465 0.00334186 -0.00905255 -0.0185655 -0.0207843 -0.0345229 internal_weight=2146.1 154.303 1991.8 1552.29 125.943 107.873 439.505 431.313 419.721 1426.35 57.9728 1368.37 148.538 58.6168 25.2885 89.9208 33.3367 33.3283 18.0695 56.5841 11.5923 internal_count=30360 3029 27331 20804 2027 1679 6527 6392 6058 18777 711 18066 2931 1034 600 1897 571 434 348 1326 334 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=20 num_cat=0 split_feature=24 4 21 41 25 24 27 41 22 41 42 19 19 8 31 24 42 21 36 split_gain=5.64647 8.96845 4.29243 5.55563 5.21335 6.62544 12.2022 5.79065 5.62218 6.08634 4.88695 8.68565 5.5477 3.8124 3.18998 2.92648 3.18197 2.73926 0.485015 threshold=15.689500000000001 2446.2550000000006 3819.8000000000006 67.02500000000002 4600.1100000000015 1.6343500000000002 3.5000000000000004 67.02500000000002 838.73000000000013 55.055000000000007 185500.00000000003 0.25855000000000006 0.26965000000000006 96.725000000000009 0.7853500000000001 1.1793500000000001 184500.00000000003 503.4550000000001 98.175000000000026 decision_type=10 10 8 8 8 8 10 10 10 10 8 10 10 10 10 8 10 10 10 left_child=2 14 4 15 8 7 -7 -6 9 -1 11 -5 -12 -10 18 16 -4 -16 -2 right_child=1 -3 3 10 5 6 -8 -9 13 -11 12 -13 -14 -15 17 -17 -18 -19 -20 leaf_value=-0.024621562643223457 -0.047411843449354625 0.026546968984262804 -0.037134577305312173 -0.016839901694227093 0.012417347387224057 0.0089497676355318554 0.064168252181362392 0.00028678200987921997 -0.026297186322291471 -0.00025333395948997994 0.0097911108250567681 0.015588832252917623 -0.017139721129957718 0.0090121711226940921 0.012700068587475225 -0.043872764412997985 -0.0021840735559779511 -0.031941773504445513 -0.02032845997826763 leaf_weight=25.643326768651605 15.156875622458758 7.8329344270750871 8.7152238036505896 94.205945565365255 110.48536120750941 114.08444060315378 10.087903068982994 845.76950814388692 36.225594538613223 684.17538174719084 94.973344611935318 25.363932663574815 22.828237858135253 8.8408406488597375 6.4234165633097273 10.998108632396905 21.223185876384377 5.3703677696175873 5.2244385136291376 leaf_count=772 304 130 112 1027 1832 1814 162 10813 977 9972 1033 307 297 120 117 232 323 87 120 internal_value=-0.000334226 -0.0187104 1.99298e-05 -0.00575242 0.000900632 0.00312888 0.0139525 0.00170507 -0.00228185 -0.00117411 -0.00275201 -0.0098472 0.00442988 -0.0192166 -0.030347 -0.0225507 -0.0133914 -0.00814481 -0.0419787 internal_weight=2153.63 40.008 2113.62 278.308 1835.31 1080.43 124.172 956.255 754.885 709.819 237.371 119.57 117.802 45.0664 32.1751 40.9365 29.9384 11.7938 20.3813 internal_count=30551 758 29793 3331 26462 14621 1976 12645 11841 10744 2664 1334 1330 1097 628 667 435 204 424 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=17 num_cat=0 split_feature=8 8 29 42 3 33 43 46 32 34 25 32 37 44 19 43 split_gain=4.14976 5.32584 4.24043 4.26874 6.2391 5.94216 5.57433 5.07262 5.72266 4.22163 3.00498 4.38673 4.21818 2.9734 6.94553 4.19865 threshold=2.6050000000000004 5.6450000000000005 13500.400000000001 152500.00000000003 1.0000000180025095e-35 0.86355000000000015 225.50000000000003 -1.0000000180025095e-35 97.77500000000002 13.991750000000001 45788.930000000008 82.865000000000023 5050.0000000000009 2108.5000000000005 0.052950000000000004 2512.5000000000005 decision_type=8 8 10 10 10 10 10 10 10 8 10 10 10 10 8 10 left_child=2 9 3 7 5 -5 -6 -1 -9 -2 13 -12 -13 15 -15 -3 right_child=1 10 -4 4 6 -7 -8 8 -10 -11 11 12 -14 14 -16 -17 leaf_value=0.040201286804185124 0.051031994736934427 0.0012375553625288429 0.029943848056464984 -0.032983580392494598 0.027167196985659361 -0.00016061605226253261 -0.0099542323012883661 -0.00890134805670156 0.013386185409610438 -0.0039273837261264138 0.019989787963411658 -0.022012809473409757 0.0050400371528384995 0.042264743239125213 -0.0078440878048989006 -0.032735302841780015 leaf_weight=6.1468995476607224 8.482608995167535 1737.9755754329963 7.2043940611183634 47.160985366441309 12.669267981778829 19.764778365148231 37.846715647843666 106.5692167263478 38.254851522389799 5.0667877560481438 10.330703260377048 45.17086285399273 20.087556982878596 13.02815058804117 12.84771878574975 8.1341627847868931 leaf_count=98 313 25214 62 574 169 260 640 1145 442 139 76 454 245 170 135 223 internal_value=0.000284234 0.00113519 -0.00542715 -0.00650272 -0.0136117 -0.0235089 -0.000200589 -0.00088651 -0.00292845 0.0312789 0.00089462 -0.00879459 -0.0136597 0.00131549 0.0178329 0.00105779 internal_weight=2136.74 1861.12 275.617 268.413 117.442 66.9258 50.516 150.971 144.824 13.5494 1847.57 75.5891 65.2584 1771.99 25.8759 1746.11 internal_count=30359 26969 3390 3328 1643 834 809 1685 1587 452 26517 775 699 25742 305 25437 is_linear=0 shrinkage=0.05 Tree=200 num_leaves=26 num_cat=0 split_feature=34 14 35 17 21 8 13 41 44 17 44 36 44 30 6 34 34 29 5 5 29 39 43 43 20 split_gain=2.3881 5.98537 7.48847 8.50624 5.17758 5.00556 4.97438 5.55991 5.4331 4.84499 4.64154 7.17552 6.23863 7.41828 6.02437 5.89738 4.44281 3.93816 4.57065 3.88282 3.06026 3.20366 1.98042 1.85265 1.0583 threshold=13.024300000000002 129.81500000000003 4.5000000000000009 2.8259500000000002 445.48000000000008 30.330000000000002 33.624350000000014 47.725000000000009 83.500000000000014 208.22435000000004 721.50000000000011 95.125000000000014 161.50000000000003 5.5000000000000009 1.0000000180025095e-35 14.266650000000002 6.6823500000000005 4188.1785500000015 0.47185000000000005 0.24300000000000002 3667.0833500000003 0.15605000000000002 2162.5000000000005 618.50000000000011 767.2850000000002 decision_type=8 10 10 10 10 10 8 8 8 10 10 10 8 10 10 10 10 8 10 10 10 10 8 8 10 left_child=1 2 6 5 -5 -4 7 -1 -8 10 12 22 15 -14 -13 -2 19 18 -11 -3 21 -18 -12 -21 -20 right_child=9 16 3 4 -6 -7 8 -9 -10 17 11 14 13 -15 -16 -17 20 -19 24 23 -22 -23 -24 -25 -26 leaf_value=-0.031291001540286426 0.017671587970721325 0.025574326873982874 -0.032105981193337782 0.0060771358457247515 0.05294631962239417 0.007187241725499869 0.04356244549417336 -0.0029096585670777822 -0.0061051481277836677 0.007941760816949436 -0.051433773948558283 -0.016952096631531199 0.013422268873002555 -0.0079512648773112631 0.025282784607380461 -0.00011802527628263504 -0.0040438430810088169 0.015550621775923982 -0.012700193293690328 -0.026482851911993607 0.0065219845095173222 -0.042107904705868886 -0.015819048654863884 0.0020806199450417555 -0.044175836996756895 leaf_weight=16.852216755389236 47.925952549092472 8.2652597539126891 7.9086324702948323 10.001972127705814 15.544960438273845 87.063079833984375 10.800266779842788 580.36469253606629 9.6279573119245452 6.959704716224226 9.8570812046527845 18.059599472209811 213.02936999243684 49.079970750492066 14.132790829753501 964.21339846740011 7.7870246823877123 6.5050231497734776 5.0605629123747375 10.823536647483705 5.07329462096095 23.878294131718576 8.8830569977872091 10.086107805371286 14.706429738085715 leaf_count=518 698 125 118 147 178 1111 437 9174 508 127 77 117 2437 446 184 12951 107 85 70 131 49 296 91 139 202 internal_value=0.000164655 -0.00199093 -0.000684906 0.0106549 0.0357049 0.00356261 -0.00291932 -0.00376985 0.020728 0.0014448 0.00192657 -0.0127138 0.00252519 0.00938606 0.00164191 0.000736009 -0.0163136 -0.0171155 -0.0255206 -0.00142841 -0.0276506 -0.0333107 -0.0364618 -0.0130105 -0.0373581 internal_weight=2162.49 804.077 738.164 120.519 25.5469 94.9717 617.645 597.217 20.4282 1358.41 1325.18 50.9325 1274.25 262.109 32.1924 1012.14 65.9135 33.2317 26.7267 29.1749 36.7386 31.6653 18.7401 20.9096 19.767 internal_count=30523 13038 12191 1554 325 1229 10637 9692 945 17485 17001 469 16532 2883 301 13649 847 484 399 395 452 403 168 270 272 is_linear=0 shrinkage=0.05 Tree=201 num_leaves=24 num_cat=0 split_feature=31 31 39 0 20 21 8 39 7 34 46 11 4 11 34 24 24 37 44 37 21 11 20 split_gain=2.95816 8.3753 8.4619 5.76937 8.99755 8.16383 6.95074 4.50298 5.62978 7.60497 5.97951 5.37998 5.18122 4.6113 4.42545 4.23849 5.62501 5.23816 4.76878 4.16738 1.7941 1.54688 1.32415 threshold=0.62445000000000006 0.63005000000000011 0.13865000000000002 4.5000000000000009 424.71500000000003 416.91000000000003 39.975000000000001 0.38840000000000002 12863.275000000003 28.967350000000003 -1.0000000180025095e-35 13109.355000000001 25118.360000000004 43139.295000000006 13.024300000000002 3.8355000000000001 1.5400000000000003 19050.000000000004 79.500000000000014 4734.5000000000009 700.23000000000013 273.61500000000007 679.12500000000011 decision_type=8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 left_child=3 2 -2 15 5 -5 20 11 10 -10 -9 12 -3 -13 -8 16 17 -1 -18 -4 -6 -17 -23 right_child=1 7 19 4 6 -7 14 8 9 -11 -12 13 -14 -15 -16 21 18 -19 -20 -21 -22 22 -24 leaf_value=-0.0063212827530681904 -0.012690917702536204 0.0028685513001379774 0.021834186200873292 0.07368174328166173 -0.04590298564340594 0 -0.012502159250605225 0.037767789075998759 -0.020521199381119178 0.048581869617676222 -0.0093638482583492388 -0.01195513327141895 0.040531558174470121 0.011074193751289074 0.043053135233738098 -0.046103379368880759 0.012577369633395057 0.026591476801758541 -0.025982268801744441 0.083293453622569347 -0.0076353676717962338 0.0043539630118106078 -0.028508525365043193 leaf_weight=450.91889999294654 6.1092802528291967 1161.0757758719847 6.556460661813615 8.6321193154435569 6.0347474718000749 6.3675902453251192 5.1256757406517854 5.953414841904304 5.5857817512005559 9.4479130767285806 200.74769261432812 107.6196976370411 8.2337162266485375 26.118248219834641 8.106046218890695 6.5083969738334444 75.458611007430591 11.397105708019806 7.9473286319989702 6.1073752625379711 6.9453265561023736 5.0024575209245068 5.4139318279922009 leaf_count=7352 112 14474 76 116 124 77 104 150 56 83 2765 1863 87 582 135 130 1322 166 185 75 112 116 154 internal_value=0.000217607 0.00138043 0.0337207 -0.00274386 0.0150695 0.0446401 -0.00268713 0.000957143 -0.00560796 0.0229162 -0.00780699 0.00208158 0.00317244 -0.00737172 0.0218146 -0.00408191 -0.00327932 -0.00544348 0.00857968 0.0557667 -0.0277954 -0.028055 -0.0132894 internal_weight=2147.41 1543.56 18.7731 603.858 41.2115 14.9997 26.2118 1524.78 221.735 15.0337 206.701 1303.05 1169.31 133.738 13.2317 562.647 545.722 462.316 83.4059 12.6638 12.9801 16.9248 10.4164 internal_count=30416 20323 263 10093 668 193 475 20060 3054 139 2915 17006 14561 2445 239 9425 9025 7518 1507 151 236 400 270 is_linear=0 shrinkage=0.05 Tree=202 num_leaves=16 num_cat=0 split_feature=25 17 11 2 2 31 31 25 20 26 17 10 4 17 32 split_gain=2.92567 5.85374 6.29155 3.07141 5.388 3.43575 5.04509 5.70937 3.4976 3.4154 2.90067 2.64858 3.17689 2.29912 0.444372 threshold=999.06500000000017 1.7692000000000003 335.71000000000004 843.00000000000011 677.00000000000011 0.81275000000000008 0.71575000000000011 28985.185000000001 838.33000000000004 19.500000000000004 -0.97204999999999997 0.90155000000000007 8702.385000000002 1.0886500000000001 97.125000000000014 decision_type=10 8 8 10 8 10 10 10 10 10 8 10 10 10 10 left_child=1 13 -3 4 9 6 8 -8 -5 10 -2 12 -7 -1 -15 right_child=3 2 -4 5 -6 11 7 -9 -10 -11 -12 -13 -14 14 -16 leaf_value=-0.0054183736963212088 -0.0065612538462444959 0.044242240444693576 -0.023217759587209924 2.8568345006901651e-06 0.044320925216580216 -0.035576225102934789 0.0020015714536586438 0.051083175033155605 -0.0214337819146471 -0.028043098046995438 0.0014789526016288335 0.0072902021395995697 -0.0022495550208539885 -0.049076008975101677 -0.020488940134240345 leaf_weight=7.5423061861656633 118.36766929645091 6.321575012058017 5.5726971551775941 47.740670009050518 6.1533253118395796 21.556175820762292 22.126470010960478 7.2572488561272612 30.134338554576971 9.1783212847076339 1824.0670848879963 7.2124844433274111 11.164522805949671 8.7599644800648075 5.0978089162381357 leaf_count=269 1692 96 99 1358 185 794 784 105 1117 160 22837 357 267 146 98 internal_value=0.000226557 -0.0142555 0.0128987 0.000464656 0.000991745 -0.00647167 -0.00170048 0.0155707 -0.0083954 0.000829941 0.000983303 -0.0188101 -0.0247571 -0.0294733 -0.0409831 internal_weight=2138.25 33.2944 11.8943 2104.96 1957.77 147.192 107.259 29.3837 77.875 1951.61 1942.43 39.9332 32.7207 21.4001 13.8578 internal_count=30364 708 195 29656 24874 4782 3364 889 2475 24689 24529 1418 1061 513 244 is_linear=0 shrinkage=0.05 Tree=203 num_leaves=17 num_cat=0 split_feature=31 29 17 17 31 4 7 32 29 34 26 18 7 21 24 34 split_gain=4.12367 7.27568 5.35454 7.2218 5.63404 4.99352 4.46641 4.20693 3.64713 3.80528 5.80485 6.18659 5.4412 4.33907 7.94793 6.46344 threshold=0.45665000000000006 34740.000000000007 1.4345500000000004 1.2207500000000002 0.36645000000000005 7001.0500000000011 7552.1800000000012 83.305000000000021 47600.000000000007 38.356300000000012 1.0000000180025095e-35 11.500000000000002 1124.9950000000001 2891.6300000000006 -0.054099999999999995 37.224450000000012 decision_type=8 10 10 10 10 10 8 10 10 8 8 10 10 8 8 10 left_child=1 2 3 5 -5 -1 7 -4 9 13 12 -12 -11 15 -15 -2 right_child=8 -3 6 4 -6 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 leaf_value=-0.0024929094144856691 0.0017291041139688012 0.034432457961858988 0.014445298609476005 0.00010417224021702171 0.069006905794696177 -0.030888285782287701 0.019037313852153331 -0.026846651071427557 -0.033180200755226978 -0.020833399630521377 0.0098430039844596123 0.049590624860285197 0.0032338017595759522 0.030291542250109216 -0.0085969422945514264 -0.035079277875756237 leaf_weight=178.88392316328827 1267.001234786585 10.116339500062166 6.1006167950108638 6.1344948923215252 5.0300187757238746 16.051749931415543 6.2435035882517687 57.651348235434853 6.6593193877488366 26.654944896697998 173.49273570009973 9.5631746985018236 154.45165077224374 12.996952049899845 209.19169496628456 11.030704353470353 leaf_count=2682 18571 98 88 144 101 356 83 1100 71 380 2198 99 1534 177 2635 149 internal_value=0.000371413 -0.00520396 -0.00679333 -0.00267155 0.0346792 -0.00500232 -0.0186508 -0.022656 0.00122927 0.00137258 0.00595056 0.0122048 -0.000375861 0.000254767 -0.00617422 0.00138032 internal_weight=2157.25 286.212 276.096 206.1 11.1645 194.936 69.9955 63.752 1871.04 1864.38 364.163 183.056 181.107 1500.22 222.189 1278.03 internal_count=30466 4652 4554 3283 245 3038 1271 1188 25814 25743 4211 2297 1914 21532 2812 18720 is_linear=0 shrinkage=0.05 Tree=204 num_leaves=16 num_cat=0 split_feature=14 14 10 42 21 11 39 19 21 41 39 31 14 29 20 split_gain=4.54272 12.0497 6.55376 6.44085 5.79492 4.22198 4.5686 4.81636 4.56498 4.11007 4.0895 3.54615 3.02878 11.0621 3.69682 threshold=17.885000000000002 16.435000000000006 0.023550000000000005 126500.00000000001 318.48500000000007 26896.950000000001 0.046350000000000009 0.088750000000000009 5278.0700000000006 72.080000000000027 2.9207000000000005 0.88435000000000008 53.745000000000012 270.08335000000005 578.06000000000006 decision_type=10 10 10 10 8 10 10 8 10 10 8 8 10 10 10 left_child=1 2 -1 4 -4 10 -7 8 -8 -3 12 -5 13 -2 -14 right_child=5 9 3 11 -6 6 7 -9 -10 -11 -12 -13 14 -15 -16 leaf_value=0.042978011384184694 0.058116215330173374 0.020057622671130249 0.055646050324729794 -0.016370715836668995 -0.0031449592937357108 -0.048953503810679602 -0.018639315945844732 -0.044251621293883131 0.018241321906248345 0.086219293362033822 -0.038936970273898253 0.010756244948167834 0.0038761971540641408 0.002797200400585482 -0.0019996442756482244 leaf_weight=8.5526374680921418 8.2785548586398345 5.32517481013201 7.4131770124658916 41.733849158976227 7.8513309417758146 7.3376622768118969 14.851437188219281 6.2582067276816806 16.801279491744936 5.4230373473837972 5.7091813604347399 15.748700147494672 336.44843841390684 376.88525489531457 1289.0067430044292 leaf_count=120 169 121 177 1521 190 154 193 84 212 120 86 579 4518 6434 15786 internal_value=0.000176597 0.0109847 0.0040273 -0.00100489 0.0267652 -0.000308645 -0.0152456 -0.00750248 0.000742937 0.0583627 3.14684e-05 -0.00879631 0.000163906 0.00414657 -0.000778711 internal_weight=2153.62 92.0479 81.2997 72.7471 15.2645 2061.58 45.2486 37.9109 31.6527 10.7482 2016.33 57.4825 2010.62 385.164 1625.46 internal_count=30464 2828 2587 2467 367 27636 643 489 405 241 26993 2100 26907 6603 20304 is_linear=0 shrinkage=0.05 Tree=205 num_leaves=17 num_cat=0 split_feature=35 20 20 31 34 21 37 36 33 12 21 14 33 41 12 39 split_gain=4.64907 9.3097 5.84413 5.18561 7.51882 4.15439 3.88087 3.06574 10.9129 5.92368 5.05177 7.52555 7.11421 4.36687 5.65048 5.4873 threshold=9.5000000000000018 1829.4800000000002 2386.2650000000008 0.72155000000000014 73.435300000000026 2509.1000000000004 2150.0000000000005 94.745000000000019 0.65480000000000016 475.64000000000004 85.610000000000014 328.01500000000004 0.99955000000000016 64.010000000000005 76.745000000000019 1.1060000000000001 decision_type=10 10 10 10 10 10 10 8 8 10 10 10 10 8 10 10 left_child=7 6 -3 4 -4 -5 -2 8 -1 13 11 -10 -12 14 -9 -15 right_child=1 2 3 5 -6 -7 -8 9 10 -11 12 -13 -14 15 -16 -17 leaf_value=0.048140828011246875 0.010756431009353968 0.064084434865501125 0.05577543689454021 0.017917057114704937 -0.007587277196611196 -0.026397893346661452 -0.036448992266013919 -0.0019577656461894663 -0.014799169261260466 -0.041632495886585047 -0.0024277616686759484 0.04145910723563153 0.014536199420862723 0.0024257006267266721 -0.041940356982655108 0.032401746066186662 leaf_weight=9.7337718177586776 6.4353795647621181 7.1380433486774555 12.359797649085523 10.695195559412243 6.6775071397423735 8.627229128032921 9.8636895343661291 33.020276421797462 117.69957452162635 6.769795347005128 962.67651823163033 5.266180624254047 64.99262593255844 871.11934615357313 11.270668360404668 14.583047714550046 leaf_count=103 77 75 116 104 52 86 134 1084 2701 88 11779 43 584 13165 175 197 internal_value=9.40341e-05 0.0135012 0.0250297 0.0161917 0.0340314 -0.00194834 -0.0179774 -0.000304902 -0.00202384 0.00181891 -0.00249398 -0.0120345 -0.00133697 0.00218495 -0.0129439 0.00296088 internal_weight=2158.93 61.7968 45.4978 38.3597 19.0373 19.3224 16.2991 2097.13 1160.37 936.763 1150.63 122.966 1027.67 929.993 44.2909 885.702 internal_count=30563 644 433 358 168 190 211 29919 15210 14709 15107 2744 12363 14621 1259 13362 is_linear=0 shrinkage=0.05 Tree=206 num_leaves=22 num_cat=0 split_feature=31 31 34 27 11 10 5 38 17 5 43 19 4 10 8 5 12 19 17 5 11 split_gain=4.72967 5.25916 7.03807 5.16395 8.27821 5.87651 5.17415 9.30221 5.77336 5.04317 6.10763 5.35786 4.78641 4.32159 6.79641 7.16578 5.67242 5.23723 5.68645 4.75295 3.72043 threshold=0.62445000000000006 0.63005000000000011 21.017650000000003 1.0000000180025095e-35 4087.6600000000003 0.51790000000000014 0.65440000000000009 1.0000000180025095e-35 2.9035500000000005 0.79165000000000008 303.50000000000006 -0.25874999999999998 2302.3900000000008 0.72215000000000007 131.67500000000004 0.84725000000000017 109.99500000000002 0.21825000000000003 18.825150000000004 0.30515000000000009 776.63000000000011 decision_type=8 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 left_child=3 2 -2 4 9 12 8 -8 -7 10 -1 -11 -5 14 15 -3 -16 19 -19 -15 -4 right_child=1 13 20 5 -6 6 7 -9 -10 11 -12 -13 -14 17 16 -17 -18 18 -20 -21 -22 leaf_value=-0.0089844299863417153 -0.010478838370036048 0.0079602738907665529 0.01436572152332668 0.0050219277303437775 0.048976196225064828 -0.00051290815017662175 -0.0065615376735762348 0.03355521964583192 -0.021194032832446898 0.021167972007811866 -0.034370694156988547 -0.0075754862034947473 0.065823539556759555 -0.0035225852211309056 0.070099587333764896 -0.016556092441889658 0.001825762598201565 -0.011855980663101392 0.027815547502280581 0.0032409092604620323 0.076033950643688814 leaf_weight=64.389595040585846 6.9710311067756292 225.21517006028444 5.1047429190948588 7.7427542023360711 5.1162112392485133 186.77992537827231 29.588730632327497 26.45793657656759 40.350486756302416 16.754477955400944 38.22941913024988 181.75469742948189 5.0750738627975807 408.71722574718297 6.5246276324614865 33.27306174999103 5.4584808852523565 136.98981545702554 8.6606397507712227 707.52704252582043 5.7323560088407248 leaf_count=1150 126 3817 45 121 83 3852 361 261 724 200 1105 2144 162 6596 64 342 69 1772 145 7295 71 internal_value=-0.000308265 0.00115032 0.0274381 -0.00406667 -0.00860849 0.000628761 -0.00090454 0.012545 -0.0042857 -0.00976228 -0.0187304 -0.00503049 0.0324789 0.000823868 0.00654792 0.00473357 0.041921 -0.000403264 -0.00928936 0.000759018 0.0510756 internal_weight=2152.41 1550.17 17.8081 602.239 306.244 295.995 283.177 56.0467 227.13 301.128 102.619 198.509 12.8178 1532.37 270.471 258.488 11.9831 1261.89 145.65 1116.24 10.8371 internal_count=30505 20342 242 10163 4682 5481 5198 622 4576 4599 2255 2344 283 20100 4292 4159 133 15808 1917 13891 116 is_linear=0 shrinkage=0.05 Tree=207 num_leaves=31 num_cat=0 split_feature=29 12 24 17 9 8 25 23 29 42 5 12 12 17 19 29 42 3 17 27 2 8 8 8 24 3 8 12 5 14 split_gain=3.83372 10.2268 8.34353 9.76197 6.54841 6.12443 5.04361 4.9125 5.7859 4.77901 4.66386 3.97823 7.88107 6.81587 7.26533 13.904 6.32209 6.22757 5.48562 4.91119 4.63893 3.32918 6.06558 5.82358 3.27586 3.76746 2.27888 1.82952 1.13493 0.615033 threshold=685.10000000000014 55.905000000000008 1.1343500000000002 1.6774000000000002 1.0000000180025095e-35 79.315000000000012 2000.1250000000002 9.5000000000000018 554.52275000000009 115500.00000000001 0.66515000000000013 32.580000000000005 36.655000000000008 1.1179500000000002 0.024150000000000001 1285.6428500000004 148500.00000000003 1.0000000180025095e-35 1.1638500000000003 7.5000000000000009 10516.500000000002 79.865000000000023 86.77500000000002 77.785000000000011 1.6949000000000003 10.500000000000002 29.025000000000002 31.435000000000006 0.49215000000000003 28.285000000000004 decision_type=10 8 10 10 10 8 10 8 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 8 left_child=1 2 4 -4 6 24 -1 10 -9 -5 -7 13 16 14 20 -16 26 -18 29 -20 -2 23 -23 -14 25 -3 -13 -6 -26 -15 right_child=11 5 3 9 27 7 -8 8 -10 -11 -12 12 21 18 15 -17 17 -19 19 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.030375552554147922 -0.0089321298471408007 -0.0080807685117800145 0.083731382320855141 0.041916503359778833 -0.0011885692083944389 0.012109506506732037 0.001811463534745356 0.0074534473833180641 0.042823920032866419 -0.016846874936148018 -0.027068940758685912 0.011005487582609325 0.0011099967555685106 -0.04969367065598615 -0.038382984640102501 0.04650828904389584 0.048591042792307054 -0.0060303538297642933 -0.026764872411434066 -0.0023783194920219465 0.0309196674971563 -0.014737675370001339 -0.0010479957582575417 0.024999560622487357 -0.012646183596228534 0.028210071413805739 -0.03038856746369651 -0.038256700487831946 -0.046073826582066921 -0.024809523671367427 leaf_weight=33.528805464506149 71.78394496475812 94.541118743596599 8.7348235114477593 6.1775002893991742 6.9697532528080028 13.789150533266367 28.92802112409845 46.244981755968183 14.929557507857679 5.7365987591911116 14.574504341930149 6.3241836333181691 787.33905057783704 9.3814259006176126 5.5177501828875419 18.39844895596616 20.141926432726908 6.4509217642480499 29.262586509110406 67.382648386177607 7.0972362782340488 91.093125178478658 678.14228475862183 25.405310733243823 6.3377997819334251 6.7080213464796534 5.0562379865441471 6.0646822028793395 6.2374116340652108 10.23488500644453 leaf_count=635 1969 1438 184 101 407 219 494 623 197 114 255 98 10841 220 142 355 312 204 496 1334 156 1274 7124 352 151 58 110 188 121 170 internal_value=0.000208882 0.00544665 0.0187953 0.046306 0.010698 -0.000900577 0.0174614 0.00880079 0.0167159 0.0141214 -0.00808809 -0.000643923 0.00020984 -0.00695253 0.0023822 0.0259678 0.0224241 0.0354214 -0.0151988 -0.0100119 -0.00494174 -0.000334055 -0.00269265 0.0018927 -0.00858574 -0.00537512 -0.00795079 -0.020289 -0.0317675 -0.038786 internal_weight=2138.51 299.503 96.1402 20.6489 75.4913 203.363 62.4568 89.5382 61.1745 11.9141 28.3637 1839.01 1619.95 219.059 102.797 23.9162 37.9733 26.5928 116.262 96.6452 78.8812 1581.98 769.235 812.744 113.824 101.249 11.3804 13.0344 12.5752 19.6163 internal_count=30342 5185 2123 399 1724 3062 1129 1294 820 215 474 25157 20315 4842 2622 497 724 516 2220 1830 2125 19591 8398 11193 1768 1496 208 595 272 390 is_linear=0 shrinkage=0.05 Tree=208 num_leaves=21 num_cat=0 split_feature=19 29 39 19 19 34 7 37 31 39 39 29 39 42 33 14 32 7 17 33 split_gain=4.31374 9.76192 11.8801 7.38208 10.2819 6.6161 6.67927 8.13185 6.40107 4.71967 7.24824 7.03432 6.93428 6.51833 8.51293 4.9922 4.52363 4.24415 3.88617 1.7371 threshold=0.16935000000000003 1625.1250000000002 0.21535000000000001 0.17305000000000001 0.24935000000000004 8.5359000000000016 1233.6450000000002 13550.000000000002 0.36645000000000005 0.26155000000000006 0.25705000000000006 8870.8333500000026 1.0000500000000001 125500.00000000001 0.89595000000000014 629.1450000000001 98.405000000000015 1740.7250000000001 0.58860000000000012 0.71625000000000016 decision_type=10 10 10 10 8 10 10 10 10 8 10 8 10 8 8 8 10 8 8 10 left_child=9 2 -2 -4 -5 19 8 -8 -7 10 15 12 16 -13 -15 18 -11 -12 -1 -3 right_child=1 5 3 4 -6 6 7 -9 -10 11 17 13 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=-0.0099365957043270267 0.066676254876645538 -0.0094771735139482956 0.061597111638997865 -0.0085110213585729063 0.021218016636303964 0.022947674196676471 0.0031114708710611979 0.048527488799966316 -0.017432362984060146 -0.015415320704820502 0.060342005089417672 -0.020028494016738081 0.035159602535692329 0.041131839445339644 -0.022658147868235327 0.044142993137105062 0.0043575245047030127 0.0035112857678466624 -0.00031160459099831446 -0.045848276079990015 leaf_weight=113.03490183921531 9.4350821040570718 6.5445554875768712 5.7852478390559545 52.629503800068051 62.446241365745664 10.484270896762608 197.0287376656197 9.4172243131324631 67.051433421205729 193.34307895693928 6.6700869286432836 10.070614874362944 6.9027158152312031 19.844118772307414 6.1508749304339281 5.1250569690018883 33.09357028035447 6.3225021474063405 1324.4439791147597 8.6971629243344051 leaf_count=1376 112 118 81 756 947 167 2188 127 1024 2480 91 90 98 236 60 45 655 76 19665 99 internal_value=-0.000545921 0.00392853 0.0152974 0.0107312 0.00762228 -0.00103982 0.000715563 0.00543121 -0.0116859 -0.00166457 -0.000533583 -0.00773224 -0.0109219 0.0125076 0.0255726 -0.000883729 -0.0124971 0.0352715 -0.00107831 -0.032084 internal_weight=2154.52 429.519 130.296 120.861 115.076 299.223 283.982 206.446 77.5357 1725 1455.6 269.405 233.339 36.0656 25.995 1442.6 226.437 12.9926 1437.48 15.2417 internal_count=30491 5619 1896 1784 1703 3723 3506 2315 1191 24872 21253 3619 3233 386 296 21086 3135 167 21041 217 is_linear=0 shrinkage=0.05 Tree=209 num_leaves=19 num_cat=0 split_feature=42 14 12 19 25 34 25 12 36 33 25 25 14 14 32 30 29 36 split_gain=4.53167 7.49062 8.89766 7.93546 7.6897 9.4391 8.88102 6.80544 4.25038 7.93829 4.13198 4.86945 3.43859 7.28362 3.38934 2.43631 2.34531 0.606679 threshold=88500.000000000015 17.885000000000002 87.705000000000013 -0.20824999999999996 3000.1500000000005 7.3659500000000007 20873.715000000004 91.215000000000018 99.765000000000015 0.89545000000000008 8838.3650000000016 19400.150000000005 2.8250000000000006 4.3850000000000007 89.00500000000001 5.5000000000000009 654.41665000000012 90.50500000000001 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 left_child=1 -1 4 -4 5 -3 -6 -5 12 15 -11 -12 17 -14 -15 16 -10 -2 right_child=8 2 3 7 6 -7 -8 -9 9 10 11 -13 13 14 -16 -17 -18 -19 leaf_value=0.03886867400517182 -0.0101033907167689 0.027913115476490252 -0.041075437748452293 0.056881894219284405 -0.035013496424343558 -0.018443511901139537 0.005041008767608309 0.0031889035927308304 -0.0028230546571751565 -0.018968915884017834 0.0593181936543428 0 0.05442045247326175 -0.0027815202058793409 0.0023069360854639951 0.0027201095247840062 -0.039783835972291293 -0.036867422156101198 leaf_weight=7.7175441596191368 5.7547269791830313 16.911920813843608 8.4860143568366748 5.3602493600919834 62.941177353262901 27.366193146910518 17.099153502844274 89.132654486689717 5.7836907076416564 6.2819114323938292 5.4802777515724284 7.6077272817492485 5.4409318570978931 423.38605420361273 1421.3982561575249 5.2556830691173664 23.015434851404279 5.3523459278512746 leaf_count=134 203 269 97 65 984 438 187 935 138 200 110 106 232 4886 20677 62 602 200 internal_value=-5.90837e-05 -0.00659855 -0.00832772 0.00249633 -0.0172821 -0.000401843 -0.0264383 0.00685085 0.000743978 -0.0130224 0.0119696 0.0274666 0.00114857 0.00132424 0.00113553 -0.0273161 -0.0328727 -0.0253934 internal_weight=2149.77 235.015 227.297 102.979 124.318 44.2781 80.0403 94.4929 1914.76 53.4247 19.3699 13.088 1861.33 1850.23 1844.78 34.0548 28.7991 11.1071 internal_count=30525 3109 2975 1097 1878 707 1171 1000 27416 1218 416 216 26198 25795 25563 802 740 403 is_linear=0 shrinkage=0.05 Tree=210 num_leaves=20 num_cat=0 split_feature=6 7 20 30 17 28 46 29 7 20 28 32 32 32 7 35 44 8 12 split_gain=4.58267 5.60775 5.28978 5.78005 4.80987 4.53182 5.6063 5.56509 4.52243 5.87106 3.94825 5.11302 4.94566 6.12485 4.74594 3.98687 2.26318 2.15707 1.74106 threshold=1.0000000180025095e-35 29305.125000000004 19092.265000000003 2.5000000000000004 -0.58649999999999991 1.5000000000000002 16.385000000000002 2000.5000000000002 612.43500000000006 399.91500000000008 1.0000000180025095e-35 99.965000000000018 98.185000000000016 98.00500000000001 14885.475 4.5000000000000009 621.50000000000011 108.27500000000002 71.765000000000015 decision_type=10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 8 10 left_child=2 10 4 16 8 6 -6 -7 18 -10 12 15 13 -2 -14 -12 -4 -5 -1 right_child=1 -3 3 17 5 7 -8 -9 9 -11 11 -13 14 -15 -16 -17 -18 -19 -20 leaf_value=-0.0050225368162536447 -0.0005438382353567103 -0.039014419007001887 0.017938195844445459 0.054557576643678697 0.0025401614863130029 0.041558919885978866 -0.027193765452573373 0.0016197880392468573 0.031666239532541461 -0.008683681194210589 -0.024559451450877831 0.01916489584967556 0.0050633709445057585 -0.015725531065885347 0.039299658988375827 0.010104016383896564 -0.016940514263394945 0.016722962969045459 -0.041756283296431967 leaf_weight=5.1775137884542373 428.62095397838857 9.415874579921363 7.8629414327442673 10.285153944045303 1260.8237735618604 15.505336689646354 15.035043415729886 19.256474438123405 9.2841617036610824 71.133399669546634 49.112739601405337 9.3709845112171006 108.31010543357115 77.814851147355512 10.313995007425545 9.1404767883941513 8.7783085927367193 8.2331806123256701 11.638684531673787 leaf_count=108 7707 117 43 58 14075 366 289 334 123 790 1657 326 2202 1575 134 228 59 44 181 internal_value=0.000739033 -0.00256838 0.00235238 0.0212511 0.00186211 0.00266307 0.00216483 0.0202382 -0.00880038 -0.00363217 -0.00201022 -0.0133994 -0.000750625 -0.00291278 0.00838555 -0.0189573 -9.43469e-05 0.0397112 -0.0316437 internal_weight=2145.11 702.1 1443.01 35.1596 1407.85 1310.62 1275.86 34.7618 97.2338 80.4176 692.684 67.6242 625.06 506.436 118.624 58.2532 16.6413 18.5183 16.8162 internal_count=30416 13946 16470 204 16266 15064 14364 700 1202 913 13829 2211 11618 9282 2336 1885 102 102 289 is_linear=0 shrinkage=0.05 Tree=211 num_leaves=22 num_cat=0 split_feature=31 37 25 37 17 17 24 32 12 18 19 34 29 44 25 5 20 25 25 25 44 split_gain=4.58365 5.39006 6.0129 5.11829 3.98356 7.20079 7.10035 3.72331 8.67736 6.32534 3.71777 3.82872 5.35972 4.65631 3.55189 6.13422 5.77791 3.5176 3.28809 3.22603 1.41968 threshold=0.26835000000000003 3110.0000000000005 10500.520000000002 36650.000000000007 208.22435000000004 71.520650000000018 1.5176500000000004 98.405000000000015 107.69500000000001 1.5000000000000002 -0.052149999999999995 11.990000000000002 3781.8571500000003 187.50000000000003 4400.1150000000007 1.1309000000000002 131.33000000000001 2399.9900000000002 1999.9350000000002 21217.450000000001 2.5000000000000004 decision_type=8 10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 10 10 8 10 left_child=1 2 17 14 5 7 -7 9 -9 -2 -6 13 -13 -12 16 -16 -3 18 -1 -4 -19 right_child=4 3 19 -5 10 6 -8 8 -10 -11 11 12 -14 -15 15 -17 -18 20 -20 -21 -22 leaf_value=-0.022551862354140719 0.010808046554193885 -0.029429149759063002 0.061581422538272028 0.020764215578791864 0.026725669707643569 0.066469936350921396 -0.0019661915276808863 0.0014893888172032056 0.021783175914193403 -0.0010149040937876257 0.012744055224743421 -0.03816833495342678 0.011471794323426198 -0.02230309693099615 -0.036689538444183753 0 0.028272005383904786 -0.005551515276157229 0.02203934447614074 0.0052093804284510624 -0.040855736976011824 leaf_weight=5.0090511180460515 121.34652099595405 7.3948327333200705 5.0858041928149733 7.267764151794835 5.0573260737583032 7.321393945720045 6.6051573916338384 249.80944157426711 66.034138963092119 1498.9906238678377 20.018069389043376 23.115515442565087 6.332809696905314 16.202803987078369 40.759201342472807 15.946109611541031 7.9757956203538924 5.9381597153842431 12.172354361042379 5.062329189851881 6.1836686939932406 leaf_count=87 2365 196 49 104 117 90 110 5129 728 19061 268 334 82 216 699 158 161 79 167 54 98 internal_value=0.000123012 -0.00937711 0.0055409 -0.0168335 0.000688314 0.00111574 0.0357195 0.000845946 0.0058034 -0.000120283 -0.0108783 -0.0142067 -0.0273029 -0.00297737 -0.0209254 -0.0266155 0.000104514 -0.00601311 0.0082389 0.0368989 -0.0256833 internal_weight=2139.63 118.795 39.4514 79.3437 2020.83 1950.11 13.9266 1936.18 315.844 1620.34 70.7265 65.6692 29.4483 36.2209 72.0759 56.7053 15.3706 29.3032 17.1814 10.1481 12.1218 internal_count=30352 1852 534 1318 28500 27483 200 27283 5857 21426 1017 900 416 484 1214 857 357 431 254 103 177 is_linear=0 shrinkage=0.05 Tree=212 num_leaves=11 num_cat=0 split_feature=9 9 20 21 17 36 26 3 12 17 split_gain=3.85127 3.66613 5.70143 3.1279 5.27674 5.98432 3.48902 3.54774 2.59374 2.23159 threshold=10.500000000000002 5.5000000000000009 698.16500000000008 12835.750000000002 3.2594000000000007 98.245000000000019 19.500000000000004 2.5000000000000004 58.665000000000006 1.2207500000000002 decision_type=10 8 10 10 8 10 10 10 10 8 left_child=1 3 -3 6 5 -5 7 -1 -8 -4 right_child=-2 2 9 4 -6 -7 8 -9 -10 -11 leaf_value=0.00090779915259067083 -0.032065065993808421 0.060210518317721229 0.024191224857099267 -0.01538993820996839 0.0549261724614915 0.035141618880410161 0 -0.0048966884692216994 -0.046527414659927144 -0.015994748446355924 leaf_weight=1781.5780791074503 8.2206577027682197 5.5024345619604018 5.1651242459192845 14.035661789122971 5.8268085329327759 8.5743171488866192 5.0121822671499086 307.83901571109891 6.0328596122562885 6.8148703728802511 leaf_count=24329 208 137 164 153 92 143 149 4897 130 142 internal_value=0.00017466 0.000315341 0.0224895 0.000120427 0.0163071 0.004238 -0.00010399 4.82843e-05 -0.0269378 0.00147496 internal_weight=2154.6 2146.38 17.4824 2128.9 28.4368 22.61 2100.46 2089.42 11.045 11.98 internal_count=30544 30336 443 29893 388 296 29505 29226 279 306 is_linear=0 shrinkage=0.05 Tree=213 num_leaves=23 num_cat=0 split_feature=11 11 44 0 36 14 37 17 33 11 44 34 24 42 17 5 12 19 31 20 8 21 split_gain=4.44182 5.82635 13.7493 11.3015 8.29009 5.682 5.48306 5.23485 6.31479 7.89055 7.12789 4.70071 4.48104 4.19186 3.96172 4.50592 6.29666 4.43364 5.98946 4.91881 3.77244 1.08033 threshold=17503.890000000003 10201.080000000002 359.50000000000006 1.0000000180025095e-35 97.925000000000026 53.405000000000008 3650.0000000000005 3.2594000000000007 0.71305000000000007 33629.590000000004 288.50000000000006 69.078200000000024 1.1170500000000001 196500.00000000003 -0.97204999999999997 0.42375000000000007 117.34500000000001 0.16935000000000003 0.90215000000000012 1639.8050000000001 74.045000000000016 3553.4450000000002 decision_type=10 8 8 8 8 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 8 10 left_child=1 14 5 6 -5 12 -4 8 21 11 -11 -10 -3 -7 15 20 -17 18 -16 -19 -1 -2 right_child=7 2 3 4 -6 13 -8 -9 9 10 -12 -13 -14 -15 17 16 -18 19 -20 -21 -22 -23 leaf_value=-0.037997403292620816 -0.017077177142748947 -0.0028762781385060433 -0.010797881139812783 0.11907411969772724 0.027757904976832892 -0.049199588421570351 0.04145857261604724 0.034898665373372981 -0.024179380402814029 0.028479509393144205 -0.01056578899878086 0.021454480227312972 0.038001900444910232 -0.00061367440207210134 -0.0012721722610117743 -0.010718632242959646 0.019520348119252594 0.011599272463951441 0.0095174953247342785 -0.00014253830895950378 0.0079003607418304082 -0.049540929875611872 leaf_weight=18.230474680196494 6.0276208842406076 19.163328678812835 9.577089577680459 5.3304114635102415 5.7000340125523525 7.8948347661644229 8.6371077885851246 5.4559829155914477 48.242955182329752 22.309715337585658 22.420472247991711 5.4786135209724298 9.0552613765466941 9.3385151035618037 1344.283896015957 69.923823720775545 21.690817607566714 184.73573103128001 141.19373550172895 169.95047957403585 5.2193189873360124 10.136556604295036 leaf_count=373 238 562 63 112 135 123 65 98 884 430 451 58 185 114 18980 1057 241 2482 1562 1932 73 267 internal_value=0.000365709 0.000922405 0.0145351 0.0406716 0.0785313 -0.00268757 0.0145898 -0.00893434 -0.0113479 -0.0063375 0.0089961 -0.0191272 0.0109219 -0.0246234 0.000392633 -0.00856289 -0.00337175 0.00095968 -0.000237545 0.00597446 -0.0276719 -0.0394267 internal_weight=2150 2029.92 74.6966 29.2446 11.0304 45.4519 18.2142 120.072 114.616 98.4518 44.7302 53.7216 28.2186 17.2333 1955.23 115.064 91.6146 1840.16 1485.48 354.686 23.4498 16.1642 internal_count=30485 28059 1359 375 247 984 128 2426 2328 1823 881 942 747 237 26700 1744 1298 24956 20542 4414 446 505 is_linear=0 shrinkage=0.05 Tree=214 num_leaves=14 num_cat=0 split_feature=13 43 12 8 8 26 30 12 28 42 43 14 7 split_gain=3.65309 2.95751 4.57663 6.44448 5.64608 4.44601 5.15458 5.40072 3.34012 5.5259 3.5807 2.90825 0.829562 threshold=3.4916500000000004 2241.5000000000005 186.29500000000004 10.655000000000003 18.185000000000006 9.5000000000000018 5.5000000000000009 96.685000000000016 1.0000000180025095e-35 199500.00000000003 2178.5000000000005 61.005000000000003 3275.1250000000005 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=1 5 3 12 -5 8 7 -7 10 -10 -1 -2 -3 right_child=11 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 leaf_value=0.00023511042508249946 0 -0.048487020734252526 0.028228135072848805 0.042020732050854527 -0.0068843680416686677 0.0093042466267308967 -0.021918715257117041 0.044688590124506773 0.0016475638273763329 -0.017751500358012949 0.013625083858913032 -0.04564836848226831 -0.017530552662420037 leaf_weight=1695.6683319588192 6.5055073379771766 9.0247026458382589 8.0909925270825607 5.1359080591937518 146.75956387538463 44.998315449920483 8.2256657960824651 13.787428473122416 79.318374662077986 66.43108726805076 50.482070668134838 6.9305322177242488 5.6906264643184832 leaf_count=22190 308 318 90 155 2052 1054 152 146 1467 1571 610 218 55 internal_value=-0.000251101 -7.91055e-05 -0.00629551 -0.0081603 -0.00493406 0.000475671 0.013036 0.0182955 2.14901e-05 -0.00722097 0.00063266 -0.0253198 -0.0387111 internal_weight=2147.05 2133.61 174.702 166.611 151.895 1958.91 67.0114 58.7857 1891.9 145.749 1746.15 13.436 14.7153 internal_count=30386 29860 2670 2580 2207 27190 1352 1200 25838 3038 22800 526 373 is_linear=0 shrinkage=0.05 Tree=215 num_leaves=24 num_cat=0 split_feature=34 17 12 12 41 18 5 34 7 29 31 38 13 13 11 12 17 26 36 19 24 11 42 split_gain=3.83232 6.85818 10.6792 9.18517 8.28072 6.95524 6.65003 6.31015 6.0965 6.02447 5.63852 6.40604 5.20412 5.76229 5.34262 4.97411 4.49665 4.21333 3.26205 3.41446 2.28334 0.401721 0.162826 threshold=35.229950000000009 0.50060000000000004 86.335000000000022 159.61500000000004 81.425000000000011 5.5000000000000009 0.15715000000000004 33.779600000000009 814.3850000000001 3912.2500000000005 0.89465000000000006 2.5000000000000004 1.4474000000000002 1.2134000000000003 0.83500000000000008 80.965000000000018 1.2713500000000002 19.500000000000004 90.355000000000004 -0.34094999999999992 1.1060500000000004 416.49500000000006 112500.00000000001 decision_type=10 8 10 10 10 10 10 8 8 10 10 10 10 10 10 8 8 10 10 8 10 8 10 left_child=7 8 5 9 -5 6 -3 12 21 -4 11 -10 13 17 -15 20 -7 -1 -14 -20 -9 -2 -17 right_child=1 2 3 4 -6 16 -8 15 10 -11 -12 -13 18 14 -16 22 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.00059125328944907996 -0.047422870654918479 -0.010131088057804076 0.059198257480414102 0.030670013968398364 -0.0087531323735758945 -0.02955157326548127 0.015689858773944378 -0.025867926592450727 0.011159214632083369 0.022399680952879756 -0.046718735338933101 -0.010450534308891913 0.0078374911304326077 0.054946661892770469 0.0043087608247205055 -0.025140347857290447 -0.003192748730140331 -0.028179601018456693 -0.0089317696454962354 -0.040605606250961462 0.012166870545786732 -0.019285347630694574 -0.052096932114185049 leaf_weight=1482.9552431149641 6.9111056872643504 32.366449987399392 14.046535152476279 18.464886784553528 41.043302165344357 18.130053765140474 97.507898413576186 5.5585192363942033 64.391702770721167 58.549278394784778 5.8362821005284777 71.102540515363216 9.2175356548977998 7.8565344545058933 13.697736906236967 5.0692984536290195 111.67140874732286 12.981930862413718 19.132524688960984 16.357614826760255 8.8144744746386987 5.0731121683493265 8.698822624050079 leaf_count=20702 107 662 144 167 373 234 1258 93 765 520 43 702 320 148 511 51 1469 334 619 762 127 109 93 internal_value=-0.000167795 0.00344375 0.00695319 0.0184712 0.00370161 0.00102611 0.00918848 -0.00141019 -0.00547881 0.0302954 -0.0024111 -0.000137662 -0.000976196 -0.000471805 0.0246058 -0.0244708 -0.00711043 -0.000852673 -0.0176022 -0.0243802 -0.00294307 -0.0382995 -0.0448847 internal_weight=2135.43 545.095 391.78 132.104 59.5082 259.676 129.874 1590.34 153.315 72.5958 141.331 135.494 1562.2 1517.49 21.5543 28.1411 129.801 1495.94 44.7077 35.4901 14.373 11.9842 13.7681 internal_count=30313 6553 4827 1204 540 3623 1920 23760 1726 664 1510 1467 23396 21695 659 364 1703 21036 1701 1381 220 216 144 is_linear=0 shrinkage=0.05 Tree=216 num_leaves=24 num_cat=0 split_feature=21 21 24 5 43 24 26 31 20 8 27 3 43 36 20 44 39 25 31 25 31 39 19 split_gain=3.72776 6.96854 9.90152 6.0911 9.72 5.84004 9.54717 11.1756 7.0651 6.30804 9.1257 5.72796 7.25242 5.71488 6.75505 9.33936 5.42043 4.82824 4.51607 4.31825 3.81371 3.8107 1.80305 threshold=8764.715000000002 2697.4150000000004 1.08735 0.43975000000000003 1808.5000000000002 1.2108500000000004 1.5000000000000002 0.72155000000000014 1951.3950000000002 124.47500000000001 1.0000000180025095e-35 3.5000000000000004 2059.5000000000005 98.625000000000014 3084.3900000000008 74.500000000000014 0.22315000000000004 32471.420000000002 0.70495000000000008 38075.325000000004 0.75635000000000008 0.47115000000000007 0.30520000000000008 decision_type=10 10 8 10 10 8 10 10 10 8 8 10 8 10 10 10 10 10 10 10 10 10 10 left_child=1 5 11 19 -5 9 7 -7 -8 16 -11 20 -13 14 15 22 -1 -16 -19 -4 -3 -15 -2 right_child=13 2 3 4 -6 6 8 -9 -10 10 -12 12 -14 21 17 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.0020543430964392729 -0.0042521695358429144 -0.009926817002310016 -0.030512591339080471 -0.02266749546576154 0.011276035219725365 0.00037730824128816862 0.0015718608628713237 0.017290262694054325 -0.017116955478243833 0.00035724446080643554 0.027758673300995174 0.046589551948883402 -0.018001491955000653 0.0071108072722567174 -0.033627906486997809 0.095422150732565755 -0.011897534133062649 -0.016845712692093315 0.026378652213715909 0.0077749637754781931 0.0045373742215184514 -0.041115968425912405 0.033882146112306992 leaf_weight=738.50675864110235 5.5544469458982331 92.756815395550802 71.207691502640955 44.984569425694644 37.898874028585851 201.94686534511857 165.67022947291844 189.37500808062032 71.454736328218132 141.14835191750899 37.86593122780323 12.253723312169312 5.6774353203363743 8.0206023599021119 5.3913323367014518 5.0022904383949927 172.34425557288341 7.4994022324681309 20.295480652246624 7.5753062977455548 87.301083948812447 6.6205221954733124 5.0404494069516659 leaf_count=11991 69 1069 1185 573 344 3114 2966 2248 1102 1432 256 130 69 153 82 59 2156 76 189 92 871 166 63 internal_value=-0.000987683 -0.00135645 -0.00767511 -0.0168154 -0.00713764 -2.72993e-05 0.0038049 0.00859806 -0.00408702 -0.0022431 0.0063031 -0.000139558 0.0260038 0.01085 0.0190462 0.0451609 -0.00393328 0.00566428 0.0143625 -0.0267171 -0.00289991 -0.0156115 0.0148162 internal_weight=2141.39 2077.97 359.655 161.666 82.8834 1718.31 628.447 391.322 237.125 1089.87 179.014 197.989 17.9312 63.4245 48.7834 15.5972 910.851 33.1862 27.7949 78.783 180.058 14.6411 10.5949 internal_count=30455 29598 4333 2194 917 25265 9430 5362 4068 15835 1688 2139 199 857 538 191 14147 347 265 1277 1940 319 132 is_linear=0 shrinkage=0.05 Tree=217 num_leaves=19 num_cat=0 split_feature=36 33 8 14 14 21 19 33 30 8 33 34 34 8 36 29 6 23 split_gain=4.05266 5.9948 4.40823 4.39091 6.30841 8.3284 5.91855 6.48395 5.89682 4.89484 4.38963 6.44851 7.23853 5.99517 4.78093 5.29149 5.15842 3.13468 threshold=94.745000000000019 0.60015000000000007 336.77500000000003 284.92500000000001 109.01500000000001 1973.075 0.088750000000000009 0.82835000000000014 3.5000000000000004 220.86500000000004 0.67905000000000015 89.033450000000016 48.760400000000011 64.665000000000006 97.595000000000013 1700.2778000000001 6.5000000000000009 9.5000000000000018 decision_type=10 8 10 10 8 10 8 10 10 10 8 10 10 8 10 10 10 10 left_child=1 -1 10 4 9 -6 8 -8 -5 -3 14 12 -12 -13 15 -2 -16 -4 right_child=2 3 17 6 5 -7 7 -9 -10 -11 11 13 -14 -15 16 -17 -18 -19 leaf_value=0.047619208490519038 0.014392969743611345 -0.0019186734558612182 -0.0023972325661468907 -0.036074195868699706 -0.018586664804829719 0.0050399024652222043 0.070939986512488701 0.011425106033377952 0.024563734120175158 0.022345471817330653 0.0055035166633143479 0.07375641746707659 -0.015645201623133705 0.012086622507714136 -0.012044045846207867 -0.0040354179250250135 0.026002044497779982 -0.048810143948560397 leaf_weight=5.0053942371159783 64.12897117016837 948.70373126340564 8.1912649264559132 8.13954935595393 125.16669708816335 52.022165581583977 5.9905279893428114 15.526683665812014 6.1394735686481008 20.22881831554696 587.40421530976892 5.3498911131173372 42.385015634587035 12.42757989279926 124.96736880077515 95.514009228209034 8.5825129617005569 6.0929400734603396 leaf_count=50 1050 13076 107 83 1338 490 60 160 47 153 8883 62 545 133 2547 1453 107 72 internal_value=-0.000227427 -0.00217962 0.00219326 -0.00243483 -0.00298189 -0.0116326 0.0145503 0.0306311 -0.00977352 -0.00138443 0.00262816 0.0049265 0.00404973 0.0338512 -0.00243061 0.0033797 -0.00938679 -0.02442 internal_weight=2141.97 1186.92 955.044 1181.92 1146.12 177.189 35.7962 21.5172 14.279 968.933 940.76 647.567 629.789 17.7775 293.193 159.643 133.55 14.2842 internal_count=30416 15457 14959 15407 15057 1828 350 220 130 13229 14780 9623 9428 195 5157 2503 2654 179 is_linear=0 shrinkage=0.05 Tree=218 num_leaves=30 num_cat=0 split_feature=36 44 20 7 11 22 44 14 31 42 14 11 17 20 39 20 42 26 36 11 36 7 31 32 42 43 44 30 39 split_gain=5.73487 8.40784 5.75093 6.39061 7.24267 5.47863 5.05044 10.8463 7.07259 8.30763 10.3136 7.85591 6.00217 5.88288 6.29152 5.29962 5.21859 4.86649 4.53015 7.20893 6.86583 4.62652 4.42036 3.64251 2.58097 2.57786 2.48988 1.20157 1.09855 threshold=97.465000000000018 489.50000000000006 6964.7200000000003 12000.210000000001 0.67500000000000016 2240.8250000000003 656.50000000000011 73.975000000000009 0.85555000000000014 158500.00000000003 77.715000000000018 5863.6950000000006 5.1093500000000009 16491.180000000004 0.16015000000000004 15098.020000000002 83500.000000000015 2.5000000000000004 99.705000000000013 23066.760000000006 98.175000000000026 17792.005000000001 0.88605000000000012 94.765000000000015 176500.00000000003 2249.5000000000005 1323.0000000000002 1.0000000180025095e-35 0.10275000000000002 decision_type=8 10 8 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 8 8 10 left_child=6 2 3 5 -5 -2 8 13 11 12 -11 15 -10 14 -8 -1 -13 24 19 20 -3 23 -19 -20 -9 27 -15 -4 -21 right_child=1 18 25 4 -6 -7 7 17 9 10 -12 16 -14 26 -16 -17 -18 22 21 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.0015714916560935746 -0.011033248213028209 -0.0079370352032524395 -0.014101331110901588 -0.0020605916985762425 0.067103598684720919 0.011662955161706769 0.024409672357455264 -0.043016292646633376 0.0023058353100656576 0.0083605348165954729 0.036671959958559174 0.033584533649459257 -0.043891199892818256 -0.04108500324639941 -0.012326859951497843 0.034118289895834431 -0.013302068348319318 -0.020117542624867452 -0.043376454171802636 -0.0087513129710842432 0.021216144364804651 0.029064384490934372 0.033194372716564141 -0.0063583326293152765 -0.012491800183436416 -0.0060394394853398375 0.00092936017712113 -0.044745117119523413 -0.04132472199346196 leaf_weight=1138.6201649266295 255.68532953225076 26.121319972444326 6.027991235721859 9.6662904471158964 5.0275286925025275 28.634315796196461 35.395755123230629 26.414151430130005 105.18409330723807 106.0021963766776 46.187174212187529 5.240479703526943 6.5259783314540973 7.3345590042881641 16.199577249586582 11.668469360098241 122.37938453932293 9.6657168441452068 8.5395890725776535 6.4225445995107275 79.070946502499282 5.4905884214676908 5.1142500168643883 24.859662383678369 11.386225054040549 9.834927184507249 5.6441295803524563 16.905395526438951 5.2768455534242094 leaf_count=15288 4874 333 91 98 74 658 472 259 1112 1358 445 76 75 67 182 103 2445 115 90 158 925 49 53 493 106 148 47 193 84 internal_value=2.60514e-07 -0.00475898 -0.00925435 -0.00699622 0.0240534 -0.00869709 0.00140402 -0.00855195 0.00216882 0.00960576 0.0171686 0.000622807 -0.000714055 0.00511088 0.0127652 0.00193534 -0.0110917 -0.0252068 0.00478127 0.00970542 0.0139232 -0.00976622 -0.000418842 -0.0169544 -0.0345095 -0.0288945 -0.0236968 -0.0378251 -0.025934 internal_weight=2146.53 487.563 331.782 299.013 14.6938 284.32 1658.96 117.154 1541.81 263.899 152.189 1277.91 111.71 64.574 51.5953 1150.29 127.62 52.5803 155.781 116.892 105.192 38.8898 14.78 33.3993 37.8004 32.7683 12.9787 22.9334 11.6994 internal_count=30471 8268 6136 5704 172 5532 22203 1301 20902 2990 1803 17912 1187 768 654 15391 2521 533 2132 1500 1258 632 168 583 365 432 114 284 242 is_linear=0 shrinkage=0.05 Tree=219 num_leaves=30 num_cat=0 split_feature=21 42 15 22 19 31 20 43 36 18 22 17 17 29 43 36 12 10 14 41 36 14 20 44 19 20 44 20 15 split_gain=4.20402 4.00893 6.18245 4.93898 4.37111 8.51123 3.9059 3.83937 3.7428 4.64732 13.1494 7.06878 6.9465 6.48867 5.29497 4.47645 4.82018 7.44761 5.88573 4.69507 10.3199 3.97764 3.68081 2.4235 3.05961 2.39335 2.1176 2.01461 0.566046 threshold=71.660000000000011 166500.00000000003 2.3113500000000005 1.0000000180025095e-35 -0.51154999999999984 0.76005000000000011 5025.880000000001 693.50000000000011 83.905000000000015 3.5000000000000004 1.0000000180025095e-35 -0.50944999999999985 1.1508500000000004 2999.8571500000003 532.50000000000011 91.195000000000007 62.205000000000005 0.074450000000000002 38.595000000000006 60.390000000000008 93.355000000000004 11.690000000000001 1493.9550000000002 35.500000000000007 -0.17954999999999996 776.57000000000005 298.50000000000006 9226.5500000000011 1.0861500000000002 decision_type=8 10 8 10 10 8 10 10 8 10 10 10 10 10 10 8 8 10 10 8 10 8 10 10 8 10 10 8 10 left_child=1 6 3 7 25 -6 23 -3 9 12 11 -11 13 -2 -14 16 17 -10 -18 20 -17 -21 -12 24 -1 -4 -25 -8 -5 right_child=8 2 4 28 5 -7 27 -9 15 10 22 -13 14 -15 -16 19 18 -19 -20 21 -22 -23 -24 26 -26 -27 -28 -29 -30 leaf_value=0.018439679549180365 0.0083305011922782252 -0.012407405053898196 -0.015323404053991197 -0.015805843526179281 0.053199681523397893 -0.007220749440922089 0.026320457861522196 0.015510443755975892 0.036354347138400085 -0.015878602578073015 -0.010226982264477661 0.017943649021329926 -0.027700628823728514 0.051909626487228466 0.028856467174715988 0.026937759147628956 -0.040636940704123936 -0.016631672378240016 0 -0.020233273989323435 -0.023214498770035927 0.0027295593478202547 -0.049368942404935369 -0.043803252436955049 -0.029101433924137689 0.014035065770991468 -0.0051204922625279811 -0.013606169595377408 -0.043509546012178386 leaf_weight=5.2789558554068208 16.290858055232093 42.62716475687921 14.801450101309458 5.0128300166688851 12.380242730956526 9.7201797901652736 5.2119989222846899 16.096855983370915 6.1145573733374468 18.339776461943984 14.180987060535701 76.062140665948391 10.02766057779081 18.91664812900126 5.6062155729159704 12.225063503719864 8.1488561769947392 100.09868144872598 337.55207452364266 18.102029337431304 44.906887098564766 1293.6193273178069 11.013548653572796 18.773297539679337 6.2991765872575325 11.313778322422875 5.0294392833020529 5.3682205555960545 9.9821823504753393 leaf_count=188 260 622 423 86 432 442 94 195 58 222 208 635 134 198 86 185 92 1498 3630 539 1191 17563 147 549 118 301 138 89 300 internal_value=0.00037279 -0.00719773 -0.00234985 -0.0114293 0.0113807 0.027247 -0.0196287 -0.00453955 0.00101693 0.00808107 0.00258992 0.0112229 0.0206026 0.0326702 -0.00660346 0.000348853 -0.00395718 -0.0132241 -0.00106567 0.00177595 -0.0121182 0.00239369 -0.0287599 -0.0274497 -0.00728523 -0.00237163 -0.0363673 0.00620503 -0.036128 internal_weight=2159.1 167.896 121.935 73.719 48.2157 22.1004 45.9611 58.724 1991.21 170.438 119.596 94.4019 50.8414 35.2075 15.6339 1820.77 451.914 106.213 345.701 1368.85 57.132 1311.72 25.1945 35.3809 11.5781 26.1152 23.8027 10.5802 14.995 internal_count=30623 3977 2801 1203 1598 874 1176 817 26646 1890 1212 857 678 458 220 24756 5278 1556 3722 19478 1376 18102 355 993 306 724 687 183 386 is_linear=0 shrinkage=0.05 Tree=220 num_leaves=21 num_cat=0 split_feature=17 7 20 42 27 17 12 21 11 44 35 36 23 42 6 24 10 3 14 8 split_gain=3.01223 11.1794 7.39394 6.43312 7.79428 3.48981 7.54505 5.1481 9.8258 4.12407 4.21905 3.46667 3.58271 3.29384 8.93308 3.55987 3.2447 1.94638 1.93019 1.16831 threshold=-0.97204999999999997 710.0150000000001 399.91500000000008 90500.000000000015 1.0000000180025095e-35 -0.37509999999999993 103.21500000000002 4220.2550000000001 559.48500000000013 238.50000000000003 8.5000000000000018 99.585000000000022 5.5000000000000009 78500.000000000015 1.5000000000000002 -2.3535999999999997 0.5404000000000001 3.5000000000000004 74.915000000000006 66.235000000000014 decision_type=8 10 10 10 10 8 10 10 10 10 8 8 8 10 10 8 10 10 10 10 left_child=1 17 -3 19 -5 6 7 8 -2 10 -8 13 -13 14 -7 -15 -14 18 -1 -4 right_child=5 2 3 4 -6 11 9 -9 -10 -11 -12 12 16 15 -16 -17 -18 -19 -20 -21 leaf_value=-0.012491719510410832 0.013720689401066391 0.041826160639848536 -0.011688933586260978 -0.023017642759388054 0.013234881375116454 -0.00088260055238350622 -0.028455466425927251 -0.012873875252032596 0.078624962227732062 0.024280460920082198 0.017888399642768473 -0.037847212290264727 0.011245062110398297 -0.03529159446458046 0.03787899142182892 -0.00034693506433597707 -0.013882179399499579 -0.0040969363977376473 -0.048178037123397355 -0.044698306401931273 leaf_weight=6.3225471489131513 17.055355095304556 8.7184132481925172 5.662264513783156 20.240553240757436 47.95421303389594 50.034849699120969 17.378449389245368 5.5089520080946377 8.5416337614878994 7.3634050302207461 5.7888206290081134 9.9475304249208403 17.349714409094304 6.3216435760259628 19.978527530096471 1816.3212901701918 41.440633263555355 5.0828182799741617 18.205460854340345 8.638678986579178 leaf_count=148 221 122 66 313 642 535 228 80 128 81 75 377 323 76 260 25460 754 88 333 134 internal_value=-0.000571439 -0.00820769 0.000507214 -0.00424826 0.00222554 -0.000109066 0.0115059 0.0284728 0.0377089 -0.005977 -0.0164076 -0.000482289 -0.0114308 -7.61927e-05 0.0104854 -0.000490164 -0.00631916 -0.0343563 -0.0400248 -0.0335736 internal_weight=2143.86 120.825 91.2141 82.4957 68.1948 2023.03 61.6366 31.1059 25.597 30.5307 23.1673 1961.39 68.7379 1892.66 70.0134 1822.64 58.7903 29.6108 24.528 14.3009 internal_count=30444 1846 1277 1155 955 28598 813 429 349 384 303 27785 1454 26331 795 25536 1077 569 481 200 is_linear=0 shrinkage=0.05 Tree=221 num_leaves=13 num_cat=0 split_feature=9 26 26 14 12 24 24 21 11 31 24 31 split_gain=3.42583 3.24922 5.49762 7.09227 5.39839 4.57186 3.28382 5.49884 5.37712 5.06017 4.52103 3.25228 threshold=10.500000000000002 12.500000000000002 19.500000000000004 34.745000000000012 43.005000000000003 0.75610000000000011 1.7257500000000003 1181.6900000000003 574.22500000000014 0.64915000000000012 1.6949000000000003 0.93345000000000011 decision_type=10 10 10 10 10 8 10 10 10 10 10 10 left_child=1 6 4 -4 -3 -6 10 8 -8 -9 11 -1 right_child=-2 2 3 -5 5 -7 7 9 -10 -11 -12 -13 leaf_value=0.00084222517807540592 -0.031161115581508643 -0.018576513605441349 0.032752733830971555 -0.033982020641550557 -0.0073733721382479023 0.041627393058638815 -0.0056208726634232398 0.021544595902820773 -0.02789399438101426 -0.0038904322622871526 0.040141820384369094 -0.010099657879887029 leaf_weight=1804.0820215978893 7.7407829142175606 5.487732123467139 5.0967452449258408 10.495034440653397 5.3734316499903825 23.349195394897833 90.571147375740111 26.285860284348018 38.627504274016246 67.582961923442781 6.1978340800851575 69.529323125607334 leaf_count=24648 193 226 192 256 68 317 1473 523 748 969 92 949 internal_value=7.4318e-05 0.000203375 0.0126991 -0.0112067 0.0237453 0.0323525 -9.60779e-05 -0.00581983 -0.0124815 0.00333139 0.000583205 0.000428336 internal_weight=2160.42 2152.68 49.8021 15.5918 34.2104 28.7226 2102.88 223.067 129.199 93.8688 1879.81 1873.61 internal_count=30654 30461 1059 448 611 385 29402 3713 2221 1492 25689 25597 is_linear=0 shrinkage=0.05 Tree=222 num_leaves=15 num_cat=0 split_feature=19 40 11 37 12 11 33 18 17 21 37 37 25 18 split_gain=5.14787 4.11178 5.23666 7.05955 9.75206 6.85854 3.36876 5.28981 7.09838 5.83822 4.39165 5.79372 3.16319 2.446 threshold=-1.1455499999999998 1.5000000000000002 17503.890000000003 2418.5000000000005 118.95500000000001 616.86000000000013 0.85635000000000006 8.5000000000000018 1.0538500000000004 10150.055000000002 10050.000000000002 11950.000000000002 999.43500000000006 2.5000000000000004 decision_type=8 8 10 10 10 10 10 10 8 10 8 10 10 10 left_child=13 2 3 4 -2 -5 10 9 -9 -8 12 -12 -3 -1 right_child=1 6 -4 5 -6 -7 7 8 -10 -11 11 -13 -14 -15 leaf_value=-0.00045245515484161652 -0.018025027726844906 -0.018246134490976576 -0.027873061040410204 0.0065989499520986835 0.032667858995493675 0.032733240130421275 0.00033732092485225327 0.0015822842502352921 0.02360156010437707 0.034901962609990685 -0.03286529134506052 -0.0032965032625428391 -0.00010103137593987565 -0.043775239552151748 leaf_weight=5.35642379336059 35.524032977875322 23.624791691545397 8.1977136844070611 58.030262805055827 11.798684152774511 44.998137605842203 696.38918599288445 83.938061489956453 64.854221124202013 11.443587370216845 23.790979716461152 52.105913202045485 1003.7635271184845 8.4794660180341435 leaf_count=126 485 432 208 681 104 664 10325 1002 868 109 444 917 13802 198 internal_value=0.000838288 0.00104562 0.00876595 0.0109676 -0.00486813 0.0182662 0.00041438 0.00276719 0.0113067 0.000951634 -0.00140874 -0.0129371 -0.000540477 -0.0285013 internal_weight=2132.29 2118.46 158.549 150.351 47.3227 103.028 1959.91 856.625 148.792 707.833 1103.29 75.8969 1027.39 13.8359 internal_count=30365 30041 2142 1934 589 1345 27899 12304 1870 10434 15595 1361 14234 324 is_linear=0 shrinkage=0.05 Tree=223 num_leaves=16 num_cat=0 split_feature=10 37 25 40 44 32 22 32 20 11 29 36 22 36 20 split_gain=3.00196 3.87227 5.4786 4.43009 4.3116 3.17953 5.10673 4.49173 3.02956 2.88841 2.5101 2.99809 5.90833 4.40568 1.83543 threshold=-0.44334999999999997 2650.0000000000005 20873.715000000004 10.500000000000002 805.50000000000011 96.475000000000009 1268.4000000000003 99.935000000000016 350.28000000000003 57877.455000000009 47600.000000000007 99.00500000000001 1098.6700000000003 98.295000000000016 3684.1200000000003 decision_type=10 10 10 8 10 8 10 10 10 10 10 10 10 8 10 left_child=1 2 3 8 5 6 -3 -7 -1 10 11 13 -13 -2 -12 right_child=9 4 -4 -5 -6 7 -8 -9 -10 -11 14 12 -14 -15 -16 leaf_value=0.011076326363584924 0.00098419499817688108 -0.016408641860313933 0.049141908475168437 0.020999550822990015 0.019434576788615699 -0.041246034676527411 0.031836432422254049 0.0057403325502812788 -0.030525703790902577 -0.027168749566216389 0.00035412025409992673 -0.013095873046551033 0.017342339965341881 0.010523632245629945 -0.038128113627975038 leaf_weight=5.5840579038485947 1795.7541248140624 30.978299014270306 5.0893780747428528 10.985287783667443 7.5315313660539678 21.735672298586 5.6112868878990403 6.033014722634106 12.727283084299414 8.0966038975166139 5.0434525227174145 81.02177014912013 18.755896471790038 129.01542553224135 6.0515068657696247 leaf_count=78 24813 315 47 99 67 354 65 113 126 233 55 1590 494 2088 60 internal_value=0.000495207 -0.00765314 0.00592951 -0.00278652 -0.0142107 -0.0184617 -0.00822676 -0.0310193 -0.0176636 0.000924907 0.00105239 0.00118983 -0.00720927 0.00163134 -0.0216388 internal_weight=2150.01 106.276 34.386 29.2966 71.8898 64.3583 36.5896 27.7687 18.3113 2043.74 2035.64 2024.55 99.7777 1924.77 11.095 internal_count=30597 1264 350 303 914 847 380 467 204 29333 29100 28985 2084 26901 115 is_linear=0 shrinkage=0.05 Tree=224 num_leaves=17 num_cat=0 split_feature=12 31 31 43 37 12 8 12 32 37 44 44 34 32 20 24 split_gain=4.0378 3.8956 5.81693 6.12846 5.45846 9.0431 9.56213 6.43394 10.5347 6.15419 4.51217 6.1192 4.29697 3.85072 3.03787 0.741949 threshold=562.66500000000008 0.89995000000000014 0.89635000000000009 910.50000000000011 3650.0000000000005 58.665000000000006 10.075000000000001 129.14500000000001 97.665000000000006 3110.0000000000005 1502.0000000000002 365.50000000000006 33.364350000000009 88.395000000000024 15781.460000000001 0.88065000000000004 decision_type=10 8 10 10 8 10 8 10 10 10 10 10 10 10 10 10 left_child=1 2 10 -4 7 6 -6 9 -9 -3 11 -1 -7 -2 -12 -15 right_child=13 4 3 -5 5 12 -8 8 -10 -11 14 -13 -14 15 -16 -17 leaf_value=-0.00043274590868990176 0.0050351364943236575 0.0030508827529424354 0.0063047537389097109 -0.050397986454310074 -0.0076075441808239443 0.0086135880764875699 0.048310507984136088 -0.0041493645994578159 0.078268009005686479 -0.023409457931401367 -0.031904976767142032 0.0076777974983841465 -0.030740010456945462 -0.048447560476315051 0.0033007295775798183 -0.018012378069216416 leaf_weight=1584.0167448206339 8.5133286435157078 92.582128879032098 7.5566233308054533 10.490967300720511 9.7041031010448915 43.746768925804645 29.262546828831546 8.7033017948269826 5.7135104555636635 27.665422536898404 16.791293127927933 271.40360538265668 7.1919247442856422 6.7779517229646427 8.7125267442315799 6.1454322021454573 leaf_count=23312 75 1136 91 130 284 451 474 77 50 364 249 3379 67 82 92 60 internal_value=0.000694793 0.000919557 0.000178847 -0.0273092 0.00713231 0.0166016 0.0344179 0.000697727 0.0311472 -0.00313849 0.000459624 0.000754436 0.0024762 -0.0203964 -0.0200187 -0.036667 internal_weight=2144.98 2123.54 1898.97 18.0476 224.57 89.9053 38.9666 134.664 14.4168 120.248 1880.92 1855.42 50.9387 21.4367 25.5038 12.9234 internal_count=30373 30156 27253 221 2903 1276 758 1627 127 1500 27032 26691 518 217 341 142 is_linear=0 shrinkage=0.05 Tree=225 num_leaves=24 num_cat=0 split_feature=46 8 20 20 8 37 29 42 17 40 33 22 12 39 34 37 34 29 44 22 39 43 25 split_gain=3.49788 5.79669 5.14359 5.30273 4.19808 4.55858 4.25654 4.00351 3.84144 3.36585 7.02662 6.59657 6.5832 6.16858 5.89499 3.22761 6.59055 9.65252 4.37004 3.26763 2.84444 2.3305 1.58814 threshold=-1.0000000180025095e-35 8.8250000000000011 1098.6150000000002 264.25500000000005 81.325000000000003 9650.0000000000018 1500.3333500000001 174500.00000000003 1.21235 1.5000000000000002 0.84175000000000011 399.96500000000009 169.28500000000003 0.18795000000000003 45.644000000000013 1048.5000000000002 65.193200000000004 5999.5000000000009 3321.0000000000005 1098.6700000000003 0.25295000000000006 63.500000000000007 1219.9850000000004 decision_type=8 10 10 10 10 10 10 10 8 8 8 10 10 8 8 10 10 10 10 10 10 10 10 left_child=1 2 3 -1 6 7 22 -6 -8 10 11 12 -2 14 -12 16 17 -11 19 -17 -15 -18 -3 right_child=9 4 -4 -5 5 -7 8 -9 -10 15 13 -13 -14 20 -16 18 21 -19 -20 -21 -22 -23 -24 leaf_value=0.015034303518016337 0.0058437235319265795 -0.0046345055713723979 -0.0049146915065224998 0.085113244754657785 -0.0023077897333138252 -0.021942472380098145 -0.01650174384865339 0.040016100097562991 0.016971251548515719 0.0030979990469607831 -0.0026188412732101323 0.060764679421455685 0.050217783527584617 -0.052044994447766141 0.048107171184834263 -0.0026629009773695904 0 0.038540785663356725 -0.03570608235561519 0.0041374397618565983 -0.011020180252460028 -0.039336109100862625 -0.041252522909269417 leaf_weight=5.9734205355634931 69.765186325181276 5.2422577175311735 5.1810757548082611 5.346682816860266 7.7533248281106415 5.0436118030920616 13.290488032391297 16.42149260500446 20.290381196769882 175.83107561455108 46.196540754521266 6.5863441217225036 8.6344498731195909 7.291989607736471 5.5070213954895726 1484.8265068377368 5.9058069027960292 20.670323736965656 8.6096031524939445 199.06374719960149 10.894090240821241 9.8658204106613976 8.3031288315542024 leaf_count=181 894 159 181 163 91 69 451 225 467 1991 628 132 86 90 51 20129 53 173 109 3686 114 84 321 internal_value=-0.000307089 0.00912961 0.0351204 0.0527615 0.00306584 0.0176822 -0.00607155 0.0266909 0.00348477 -0.000739131 0.00632002 0.0159135 0.0113647 -0.00533502 0.00349946 -0.00131874 0.00447198 0.00702787 -0.00205018 -0.00185404 -0.0295856 -0.0255945 -0.0287175 internal_weight=2152.49 92.8459 16.5012 11.3201 76.3447 29.2184 47.1263 24.1748 33.5809 2059.65 154.876 84.986 78.3996 69.8896 51.7036 1904.77 212.273 196.501 1692.5 1683.89 18.1861 15.7716 13.5454 internal_count=30528 2308 525 344 1783 385 1398 316 918 28220 1995 1112 980 883 679 26225 2301 2164 23924 23815 204 137 480 is_linear=0 shrinkage=0.05 Tree=226 num_leaves=17 num_cat=0 split_feature=34 32 19 29 17 42 19 43 17 24 15 17 44 25 33 32 split_gain=3.33472 10.7068 3.9512 6.73768 5.48145 4.39162 4.22914 4.72667 3.83999 2.97538 4.39342 3.84034 2.89288 1.9813 1.40203 1.06028 threshold=142.25825000000003 83.095000000000013 0.23850000000000002 475.07145000000008 -2.5492499999999993 196500.00000000003 0.22545000000000001 236.50000000000003 0.42695000000000005 5.5961000000000007 3.2428500000000002 4.0373500000000009 11.500000000000002 13000.625000000002 0.88945000000000007 92.375000000000014 decision_type=10 10 10 10 8 10 10 10 10 10 8 10 10 8 10 10 left_child=2 -2 6 -4 -5 -6 9 -8 12 11 -11 -1 -3 -9 -10 -16 right_child=1 8 3 4 5 -7 7 13 14 10 -12 -13 -14 -15 15 -17 leaf_value=0.00039243742467249545 0.02740227848063926 0.022538989374233827 0.04526924632598435 -0.03019617925095457 0.011442940568245295 -0.003564553203072641 0.0099203538415140961 -0.049809672146314661 -0.048838443579190753 0.0053797300515859708 0.047214618909858307 -0.0070468700704018842 -0.025041659125456046 -0.0090597816425935923 -0.0022539458801962369 -0.034160648871196443 leaf_weight=1597.1225864246953 11.27255382016301 5.3025629725307208 9.750828040763734 9.7448630011640471 142.44976093200967 72.603430526331067 7.3495792075991657 9.566587471403178 13.202129420824351 40.965834307018667 6.5875715408474198 193.51250031916425 5.4562773369252682 5.3516008439473817 5.2966695651411992 5.325505887158215 leaf_count=23055 86 63 158 181 1827 1007 93 147 159 714 132 2583 57 62 49 53 internal_value=0.000123059 -0.0130659 0.000420222 0.00652243 0.00462657 0.00636012 -0.000349492 -0.0215333 -0.0267966 -7.85847e-05 0.0121312 -0.000412216 -0.00124353 -0.0369931 -0.0376198 -0.0202437 internal_weight=2140.86 45.8557 2095.01 234.549 224.798 215.053 1860.46 22.2678 34.5831 1838.19 47.5534 1790.64 10.7588 14.9182 23.8243 10.6222 internal_count=30426 467 29959 3173 3015 2834 26786 302 381 26484 846 25638 120 209 261 102 is_linear=0 shrinkage=0.05 Tree=227 num_leaves=13 num_cat=0 split_feature=41 25 34 7 25 24 42 42 42 32 8 5 split_gain=3.54093 5.518 4.28966 7.16219 3.41982 5.93132 2.93795 8.85293 5.84129 2.3801 2.26327 6.11672 threshold=17.425000000000004 11459.070000000002 142.25825000000003 29305.125000000004 49856.770000000011 0.53525000000000011 180500.00000000003 176500.00000000003 185500.00000000003 92.585000000000022 231.98000000000005 1.2213500000000004 decision_type=8 10 8 10 10 8 10 10 10 10 8 8 left_child=1 -1 4 10 6 -6 7 -2 -8 -7 11 -4 right_child=2 -3 3 -5 5 9 8 -9 -10 -11 -12 -13 leaf_value=-0.0042055404338140192 0.00045271821703563969 0.050108419095519899 -0.03018060716857018 0.019232428548744004 0.024347835638370851 -0.0019602293403965295 -0.017024628671410049 0.01573252528827495 -0.00087764368894027375 -0.027791187593382078 -0.049732560421702536 0.024430420866563704 leaf_weight=9.3262817487120646 1034.3015063264174 7.8210880528204134 21.57621789583937 10.42879721149802 8.0311134848743659 13.357356310356407 59.116887576528825 103.46532172500156 838.59353049111087 29.954983429051936 7.5882919318973974 5.713498029857873 leaf_count=382 14173 111 252 75 73 116 958 1209 12698 341 87 55 internal_value=-0.000298911 0.0216882 -0.000488168 -0.0155412 -0.00015167 -0.012772 0.000170329 0.00185921 -0.00196429 -0.0201619 -0.0263244 -0.0181108 internal_weight=2149.27 17.1474 2132.13 45.3068 2086.82 51.3435 2035.48 1137.77 897.71 43.3123 34.878 27.2897 internal_count=30530 493 30037 469 29568 530 29038 15382 13656 457 394 307 is_linear=0 shrinkage=0.05 Tree=228 num_leaves=30 num_cat=0 split_feature=26 24 5 34 5 29 8 7 10 10 15 15 38 37 11 14 15 41 33 33 42 6 32 18 3 37 31 9 43 split_gain=4.02544 5.54395 8.84019 8.51404 11.3678 8.7557 6.91553 6.40157 4.62688 8.71985 6.61869 5.44976 6.25972 4.62883 4.60238 9.65872 9.53142 9.12056 6.84131 6.53766 5.84956 4.23318 4.55277 6.93775 4.14834 7.73624 3.84877 3.69187 3.53501 threshold=1.5000000000000002 1.2108500000000004 0.50005000000000011 11.990000000000002 0.46715000000000007 715.75190000000009 87.795000000000016 1295.9400000000003 0.16675000000000004 0.076250000000000012 1.4722500000000001 1.4549500000000004 1.5000000000000002 941.50000000000011 1310.8450000000003 78.00500000000001 1.0097000000000003 88.905000000000015 0.62015000000000009 0.67660000000000009 197500.00000000003 5.5000000000000009 98.02500000000002 6.5000000000000009 2.5000000000000004 4950.0000000000009 0.77715000000000012 1.0000000180025095e-35 394.50000000000006 decision_type=10 8 8 10 8 10 10 8 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 21 3 4 -3 -5 7 -4 9 11 26 12 -2 -13 17 20 -17 19 -19 -10 -16 24 23 -23 28 -26 -11 -8 -1 right_child=8 2 6 5 -6 -7 27 -9 14 10 -12 13 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 leaf_value=-0.003812298842055523 -0.014106804500070401 0.020592437754521638 -0.018434275531910269 0.064494586551480645 0.086931700463229802 0.0035637565667654761 0.016369435872833574 0.0013407100556411537 -0.033747627555354105 -0.0182907464457727 0.065031032039618866 0.031609524314029656 0.021631727115491765 -0.014440597016635815 0.0042740608964734281 0.033462143132520709 -0.033086321592453956 0.017888016274332588 -0.016686154010925359 0.0088091385810616686 -0.011527011893774307 0.0041321878794966316 -0.014432462124833687 0.050989528088115632 -0.019803285270315402 0.0093009107246445379 0.036171303304222809 -0.016281335402086282 0.0027865112476333654 leaf_weight=384.91092136618681 16.566658422350883 56.567616334650666 62.571229171939194 5.2135201347991815 6.5930199716240159 126.37497572554275 66.518507574684918 113.39440296310931 9.1150330037344229 5.9887872643303144 8.7171070557087642 5.0116616915911427 39.584033793769777 58.275175644317642 108.17677082342561 31.832707365974784 5.5278047649189821 14.370706115849314 217.72372667933814 81.568611283553764 124.91289550601505 20.080612234771252 9.5880811717361194 12.532069724053143 72.920431052800268 32.059935980592854 5.0294519891031086 8.9645114354789239 426.75813544355333 leaf_count=4840 169 845 911 73 81 1859 754 1368 190 157 183 84 502 1492 2351 420 117 230 2782 1020 3044 250 141 140 1056 529 82 98 4651 internal_value=-0.000260065 0.0013039 0.00590273 0.0138708 0.0288422 0.00648376 -0.000279326 -0.00572721 -0.0032649 0.00489629 0.0348283 -0.000256148 0.0109376 -0.0102812 -0.00519296 -0.000357707 0.0228796 -0.00921528 -0.0144564 0.00415559 -0.00418545 -0.000834864 0.0144509 0.0232681 -0.00155902 -0.0108641 0.00709447 0.0122642 -0.000337474 internal_weight=2137.45 1405.05 446.198 194.749 63.1606 131.588 251.449 175.966 732.401 139.173 19.7353 119.438 56.1507 63.2868 593.228 270.45 37.3605 322.778 232.094 90.6836 233.09 958.85 42.2008 32.6127 916.649 104.98 11.0182 75.483 811.669 internal_count=30419 17596 5989 2858 926 1932 3131 2279 12823 2669 422 2247 671 1576 10154 5932 537 4222 3012 1210 5395 11607 531 390 11076 1585 239 852 9491 is_linear=0 shrinkage=0.05 Tree=229 num_leaves=27 num_cat=0 split_feature=26 36 32 19 33 43 5 5 21 14 31 17 32 14 14 36 25 25 31 31 37 21 44 8 29 41 split_gain=4.68291 8.05593 8.17353 6.54089 6.8419 7.50388 6.23725 6.76173 6.62399 5.51737 6.32276 6.02086 5.4987 4.91966 6.80681 4.85873 4.70737 5.28908 4.41411 4.8822 4.26361 3.96699 2.12349 1.88536 1.76161 0.344292 threshold=3.5000000000000004 98.205000000000013 97.715000000000018 0.30520000000000008 0.73565000000000014 807.50000000000011 0.010850000000000002 0.034350000000000006 246.12000000000003 89.75500000000001 0.21945000000000001 71.520650000000018 -1.0000000180025095e-35 61.005000000000003 40.360000000000007 98.425000000000026 3599.8650000000002 6600.3400000000011 0.35885000000000006 0.89635000000000009 2720.0000000000005 163.26500000000001 16.500000000000004 62.775000000000013 3250.3000000000006 76.015000000000015 decision_type=10 10 10 10 10 10 10 10 10 8 10 8 8 10 8 10 8 8 10 10 10 10 10 10 10 10 left_child=6 2 13 4 23 -6 12 8 21 10 -9 -11 22 14 -2 -5 25 -18 -4 -20 -10 -8 -1 -3 -15 -14 right_child=1 3 18 15 5 -7 7 9 20 11 -12 -13 16 24 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.0037990081423879998 -0.034079206042053882 -0.038948053311038289 0.036641721197614739 0.072765454074414357 -0.010501117598745615 0.020911918780689556 0.020653260608077956 -0.019310066090564369 0.031252447483402904 -0.0041871475073191567 0.0039420532368178588 0.01572736054734699 -0.026073868345628737 -0.037972601797369679 0.015606449155740538 0.0067873842828298477 0.017034329659736114 -0.021324908533728707 -0.0098915269731010922 0.012441119634713425 -0.016319838312526917 0.083569037033058458 0.0355160465350347 -0.002178322517097354 -0.0059207660400499192 -0.047850087194056611 leaf_weight=6.1009795686695725 11.360280342865734 10.233814567327498 5.3640905853826544 5.0567468823865038 31.225563949788921 45.266202014870942 6.2859403381589818 28.983428630977869 7.4355228384956744 518.71442059613764 1109.4815913122147 39.885991497896612 10.554631399572829 39.411102362209931 14.537140223430471 5.9426155264955014 12.426298411446622 26.102007028646767 131.10529059416149 28.962848682887852 9.6076576312771049 5.032086294144392 5.8865276647266001 5.6687616091221562 5.6782291131094089 9.7965491252252814 leaf_count=166 289 479 122 67 850 756 140 533 98 5671 14401 434 458 686 247 134 384 736 2363 427 216 71 192 110 70 281 internal_value=0.000122782 -0.00524825 -0.0103343 0.00632119 0.0017351 0.0080539 0.00114398 0.00174673 0.025547 0.00133122 0.00332928 -0.00273068 -0.0132818 -0.0244184 -0.00645969 0.0410725 -0.0195748 -0.00870869 -0.0041504 -0.00576745 0.00473949 0.0535454 0.01637 -0.027041 -0.0342607 -0.0385407 internal_weight=2136.11 339.813 236.419 103.394 92.3943 76.4918 1796.29 1725.43 28.3612 1697.07 1138.47 558.6 70.867 70.9868 25.8974 10.9994 58.8795 38.5283 165.432 160.068 17.0432 11.318 11.9875 15.9026 45.0893 20.3512 internal_count=30381 6600 4204 2396 2195 1606 23781 21564 525 21039 14934 6105 2217 1292 536 201 1859 1120 2912 2790 314 211 358 589 756 739 is_linear=0 shrinkage=0.05 Tree=230 num_leaves=12 num_cat=0 split_feature=43 44 10 10 37 19 24 12 17 23 11 split_gain=3.28186 3.31695 3.05443 3.029 2.84941 7.8604 3.03826 2.59353 3.64661 3.78987 2.04302 threshold=2402.5000000000005 1858.5000000000002 8.0654000000000021 3.4976000000000007 13250.000000000002 0.11075000000000002 -0.40024999999999994 88.155000000000015 0.75445000000000007 7.5000000000000009 19048.610000000004 decision_type=10 10 10 10 10 10 8 10 10 10 10 left_child=2 7 3 4 6 -6 -1 8 9 -2 -10 right_child=1 -3 -4 -5 5 -7 -8 -9 10 -11 -12 leaf_value=-0.010271288730669695 0.03169632185725875 0.015720162528191486 -0.03416909626070929 0.031305149155590691 -0.020131260282592722 0.013327541897385151 0.00085855198925689823 0.0082253458582079286 -0.037806063113681558 -0.022531187511785868 -0.00741302966447536 leaf_weight=62.281958277802914 5.0532849975861591 8.3645582478493434 5.462972284294664 6.8258226504549375 52.458000671584159 25.120336044812575 1935.1199758994626 7.9499278371222308 22.577694728272039 5.8572903629392385 8.5481938642915321 leaf_count=794 103 133 57 77 962 371 27055 141 438 81 326 internal_value=-0.00018196 -0.0117769 0.000145273 0.000254082 0.000134498 -0.00920174 0.000504039 -0.0166943 -0.0216049 0.00271725 -0.0301053 internal_weight=2145.62 58.351 2087.27 2081.81 2074.98 77.5783 1997.4 49.9864 42.0365 10.9106 31.1259 internal_count=30538 1222 29316 29259 29182 1333 27849 1089 948 184 764 is_linear=0 shrinkage=0.05 Tree=231 num_leaves=14 num_cat=0 split_feature=14 20 28 17 36 20 4 46 33 7 20 44 7 split_gain=3.19839 2.77308 5.35744 8.02813 5.34666 4.18754 8.63282 4.89374 3.76889 4.00469 6.98524 6.37246 1.89188 threshold=1.135 2386.2650000000008 1.5000000000000002 0.75445000000000007 96.465000000000018 1926.45 167.44500000000002 -1.0000000180025095e-35 0.30560000000000004 12863.275000000003 2918.6400000000003 40.500000000000007 2297.2050000000004 decision_type=8 10 10 8 10 8 10 8 8 10 10 10 10 left_child=-1 2 5 12 -5 7 -7 -2 -3 11 -11 -10 -4 right_child=1 8 3 4 -6 6 -8 -9 9 10 -12 -13 -14 leaf_value=-0.028974141645543607 0.013251246235337839 0.035711912752826237 -0.027751029563475499 0.002767019933604222 0.056052008457932428 0.013226594181153793 -0.028466148163998818 -0.00080712048918984026 -0.026073250780709212 0.041172026094294982 0.0012721755953265133 -0.0033416399196546948 0.0099077119253485613 leaf_weight=8.5244265123037604 64.472001866786741 5.4373162270057938 6.5372273307293636 7.3440181845799115 13.872150201001203 124.75976954307407 12.770093674538655 1133.901568538975 31.776442437898368 10.824599878862498 157.8116548852995 558.04465996369254 5.0145253259688616 leaf_count=236 1574 105 171 174 512 1455 352 16690 408 102 1382 7137 84 internal_value=-6.29324e-05 6.38157e-05 0.00141282 0.0210888 0.0387872 0.000911042 0.00914165 -3.61995e-05 -0.00234535 -0.00267143 0.00409039 -0.00461682 -0.0115184 internal_weight=2141.09 2132.57 1368.67 32.7679 21.2162 1335.9 137.53 1198.37 763.895 758.457 168.636 589.821 11.5518 internal_count=30382 30146 21012 941 686 20071 1807 18264 9134 9029 1484 7545 255 is_linear=0 shrinkage=0.05 Tree=232 num_leaves=16 num_cat=0 split_feature=14 46 21 14 3 36 39 44 11 39 0 8 17 29 34 split_gain=3.54983 4.65037 4.79146 5.53266 4.95509 3.53872 3.42495 3.39723 5.9262 8.43255 5.33091 4.95972 6.54186 6.32115 3.04548 threshold=173.92500000000004 -1.0000000180025095e-35 1851.0550000000001 459.95500000000004 3.5000000000000004 87.580000000000013 1.9767000000000003 90.500000000000014 0.35500000000000004 0.12975000000000003 4.5000000000000009 23.555000000000003 1331.6344000000001 5900.6250000000009 5.1471000000000009 decision_type=10 10 10 10 10 10 10 10 8 10 10 8 8 10 10 left_child=6 -2 3 14 5 -4 7 11 10 -10 -9 13 -13 -1 -3 right_child=1 2 4 -5 -6 -7 -8 8 9 -11 -12 12 -14 -15 -16 leaf_value=-0.0015975682633170307 0.027720943230190899 0.0094921676788996007 -0.034300707801533069 0.013542925278457183 0.0402109241160679 0.00021853804974700651 0.034306618661854783 -0.0049588264567254634 0.0091589822448684306 -0.0033038545858698103 -0.027635242557966802 0.005396089302448951 -0.0084487128962793083 -0.029358487800791255 -0.028572171756322581 leaf_weight=162.06193773192354 7.627645682077854 5.1310562249273053 7.6798641737550488 10.164561046287416 5.815461689606308 49.346347665414214 6.4158203629776827 364.90271418821067 215.50231050211005 362.24863840872422 27.139739979291335 761.37817169830669 94.919390944647603 22.586901020025834 53.440344582311809 leaf_count=3003 91 76 75 87 59 548 82 3571 4120 5116 347 10758 1663 336 593 internal_value=-0.000147847 -0.00784265 -0.0101356 -0.0191591 -4.17733e-05 -0.0048551 0.000384322 0.000256599 -0.00186886 0.00134396 -0.00660767 0.00224147 0.00384752 -0.00516016 -0.0250503 internal_weight=2156.36 139.205 131.578 68.736 62.8417 57.0262 2017.16 2010.74 969.793 577.751 392.042 1040.95 856.298 184.649 58.5714 internal_count=30525 1529 1438 756 682 623 28996 28914 13154 9236 3918 15760 12421 3339 669 is_linear=0 shrinkage=0.05 Tree=233 num_leaves=26 num_cat=0 split_feature=26 17 29 34 36 15 15 7 42 19 39 25 8 34 34 31 34 7 21 39 39 20 39 24 32 split_gain=4.12992 8.04609 5.35332 9.27839 13.6142 4.98832 4.75709 4.55924 8.35094 4.41666 5.03006 5.42631 4.85369 4.50996 4.93895 4.60892 4.08981 3.46307 2.63003 4.11714 5.68337 2.16363 2.02672 1.6978 1.51867 threshold=1.5000000000000002 1.4857500000000001 10973.863650000001 33.779600000000009 86.15000000000002 1.08335 1.8303000000000003 16045.760000000002 194500.00000000003 0.33505000000000007 0.17875000000000002 999.6350000000001 161.71500000000003 3.2790500000000002 6.8808500000000015 0.73325000000000007 15.013050000000002 26263.760000000006 5640.2450000000008 0.7490500000000001 0.85910000000000009 2606.0950000000007 0.33135000000000003 5.5961000000000007 95.595000000000013 decision_type=10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 8 8 10 10 10 10 left_child=9 2 3 5 -5 -2 7 16 -9 10 13 -12 -13 15 -15 -1 -3 22 19 21 -21 -11 -4 -8 -20 right_child=1 6 17 4 -6 -7 23 8 -10 18 11 12 -14 14 -16 -17 -18 -19 24 20 -22 -23 -24 -25 -26 leaf_value=0.0061908054577218428 0.0032938454500983198 -0.0042287532323577208 -0.014217484567023451 -0.024004670570644693 0.032788796414519233 -0.011429964322914592 -0.044137397106604054 0.050202614591206729 -0.014904338727364989 -0.0088118552132648818 0.045616504156144891 0.0035305948854543684 0.020785128101003608 0.01224540871856275 -0.0013689483522263538 -0.034828865532229275 -0.016290341308486007 0.0066791119868588079 -0.043157365900303397 0.040902349027429952 -0.0042927354676668382 -0.034789365556353986 -0.04681057039978502 -0.010041008423117885 -0.0058763434463404299 leaf_weight=10.073114136699589 226.77420683228411 179.40678612980992 13.59077122714371 12.53193770314101 48.364712338661775 75.928476200206205 11.807244107476437 8.3384694717824459 9.5231928136199713 32.716451486805454 7.3466509534046045 529.01896237675101 43.438473979011178 73.403358516516164 635.24365618196316 17.767958513926715 117.33607501769438 9.2977026514708978 7.3681307863444072 8.1604246944189054 27.719451846554875 10.566187460906802 8.5076569016091508 6.7314764480106524 5.0972866155207157 leaf_count=208 3690 2951 203 174 656 2266 335 83 88 466 110 6456 373 1086 7827 297 1929 79 89 97 347 130 112 142 74 internal_value=-0.000318159 -0.00337459 0.00144199 0.00318087 0.0208215 -0.000408415 -0.00908762 -0.00755267 0.016275 0.00126027 0.00200463 0.00548496 0.00488256 -0.000732216 4.94821e-05 -0.0201142 -0.00905355 -0.0180183 -0.00928514 -0.0056521 0.00668109 -0.0159088 -0.0284653 -0.0331603 -0.0298525 internal_weight=2136.06 728.139 394.995 363.599 60.8967 302.703 333.143 314.605 17.8617 1407.92 1316.29 579.804 572.457 736.488 708.647 27.8411 296.743 31.3961 91.6279 79.1625 35.8799 43.2826 22.0984 18.5387 12.4654 internal_count=30268 12708 7180 6786 830 5956 5528 5051 171 17560 16357 6939 6829 9418 8913 505 4880 394 1203 1040 444 596 315 477 163 is_linear=0 shrinkage=0.05 Tree=234 num_leaves=11 num_cat=0 split_feature=14 14 29 19 24 17 12 39 19 19 split_gain=3.59978 3.37678 7.36794 10.1279 5.02509 6.54302 5.16786 3.75148 2.95299 4.00584 threshold=1.135 53.745000000000012 270.08335000000005 0.02145 1.0036500000000002 2.0247000000000006 85.450000000000003 2.9207000000000005 -1.1455499999999998 -0.54284999999999994 decision_type=8 10 8 10 8 10 10 10 8 10 left_child=-1 2 3 -2 6 -6 -4 8 -3 -10 right_child=1 7 4 -5 5 -7 -8 -9 9 -11 leaf_value=-0.031630627530865173 -0.004949090334386363 -0.028158945809105468 0.015851049190773802 0.079872415513391609 -0.0032271545179561678 0.013620795151628992 -0.014032677602178309 -0.038776467359084854 0.011831579737930703 -0.0010638466970713429 leaf_weight=7.9064696524292231 6.3232000193092954 8.7619470707140845 102.25993259425741 6.374274521600455 306.46001867088489 69.915639894781634 15.854073364287613 5.5119883157312861 61.61792630457785 1552.0326110748574 leaf_count=225 207 230 2298 112 5835 1250 153 83 962 19135 internal_value=8.68929e-05 0.000221438 0.00378155 0.0399897 0.00276288 -5.64254e-05 0.0117137 -0.000886301 -0.000730687 -0.00056131 internal_weight=2143.02 2135.11 507.187 12.6975 494.49 376.376 118.114 1627.92 1622.41 1613.65 internal_count=30490 30265 9855 319 9536 7085 2451 20410 20327 20097 is_linear=0 shrinkage=0.05 Tree=235 num_leaves=19 num_cat=0 split_feature=31 5 29 7 21 20 3 8 29 14 21 36 36 44 33 20 11 36 split_gain=3.23213 4.4257 5.4568 6.61132 5.2059 4.12037 3.40563 3.44247 3.20019 3.1767 3.0213 2.9359 7.4173 6.18672 6.13676 3.86779 6.29807 4.17592 threshold=0.40905000000000008 0.65995000000000015 1268.1250000000002 1623.9300000000001 4000.1000000000004 383.98500000000007 7.5000000000000009 247.63000000000002 47600.000000000007 115.60000000000001 348.13000000000005 98.245000000000019 98.425000000000026 805.50000000000011 0.73245000000000016 578.06000000000006 1209.5450000000003 97.705000000000013 decision_type=10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 10 10 10 left_child=1 4 3 -3 5 10 7 -4 11 -7 -1 15 13 -13 -14 16 -2 -17 right_child=8 2 6 -5 -6 9 -8 -9 -10 -11 -12 12 14 -15 -16 17 -18 -19 leaf_value=-0.018477180546406614 0.0090873651921926316 -0.001459058301643745 -0.0002816204697003286 0.066552000526221761 0.031189947613703042 -0.034995849260515591 0.030885869226113506 -0.020719230386042405 -0.030374592425309876 0.0017356268930229031 0.0046719975075609202 0.011462792906867702 -0.015362840455242202 0.049138392482824818 0.0056893979577616223 -0.00023130149085820608 -0.0077424547294018906 -0.0084393831331738816 leaf_weight=27.950860112556256 225.86869155662134 7.4967113574966771 83.935931337531656 5.5269456263631582 5.1003095752093932 32.67745426017791 5.8542348369956008 26.545076282229275 7.3828029930591574 6.711723154410719 26.327009918517433 76.167067484580912 48.967065220465884 12.131225019693373 111.50850907573476 1193.0558838261059 72.475659090676345 177.35221440030728 leaf_count=697 2995 122 1014 89 89 855 38 270 85 94 494 1128 1222 130 1892 14950 1691 2674 internal_value=-0.000224739 -0.00584013 0.000222851 0.0297343 -0.0137538 -0.0165575 -0.00326358 -0.00537879 0.000440846 -0.0287252 -0.00727703 0.000577868 0.00563416 0.0171873 -0.000758817 -0.000175842 0.00497005 -0.00130258 internal_weight=2153.04 228.126 129.359 13.0237 98.7674 93.667 116.335 110.481 1924.91 39.3892 54.2779 1917.53 248.774 88.2983 160.476 1668.75 298.344 1370.41 internal_count=30529 3762 1533 211 2229 2140 1322 1284 26767 949 1191 26682 4372 1258 3114 22310 4686 17624 is_linear=0 shrinkage=0.05 Tree=236 num_leaves=19 num_cat=0 split_feature=34 32 19 19 25 43 43 6 34 17 7 7 44 14 32 37 7 5 split_gain=4.5756 8.09676 3.7628 7.06892 7.8125 5.91232 8.56527 7.88094 5.49919 8.97134 6.5825 4.8693 4.76794 5.13515 5.04072 4.45187 3.15979 0.0670509 threshold=157.85725000000005 84.535000000000011 0.16755000000000003 0.17825000000000002 18386.455000000005 188.50000000000003 294.50000000000006 1.0000000180025095e-35 63.752400000000002 0.48055000000000009 3505.9950000000003 696.96000000000015 382.50000000000006 138.92500000000004 90.285000000000011 10750.000000000002 29305.125000000004 1.0183500000000001 decision_type=10 10 8 8 10 8 10 10 10 8 10 10 10 10 8 10 10 10 left_child=2 -2 8 4 11 7 -7 -5 12 15 -11 -4 14 -14 -1 -10 17 -3 right_child=1 16 3 5 -6 6 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=0.00087054390999979816 0.016478550515293323 -0.050928619441820859 0.0035437759804510072 -0.014807151941260914 -0.024941146288594535 0.027285627938237231 0.0015629027858142367 0.015322936469864185 -0.03300015306662215 0.027671205406841433 0.0036850527107881201 0.043578232384971376 0.0033634994479100826 -0.025544218895947435 -0.0065021058051366529 0.015513460290377335 0 -0.029687580537798314 leaf_weight=317.67311283037998 10.474819099530576 10.365234795957809 11.474336713552473 94.828346549300477 6.4963229596614829 36.837803476955742 228.53041974967346 27.027705614455044 17.351064621936533 44.682422726880759 79.088585413992405 24.578309939242899 346.54869678849354 15.051511568017302 843.72192537807859 5.5392382908612481 5.4048150554299346 8.7910144794732314 leaf_count=4057 84 137 158 1305 69 470 3015 416 199 639 794 289 4395 162 13982 62 41 100 internal_value=-0.00125716 -0.0189309 -0.000950967 0.00321185 0.0223173 0.00104755 0.00524147 -0.00801327 -0.00202676 0.00717911 0.0125367 0.0314111 -0.00292068 0.00207931 -0.00448217 -0.0208931 -0.0342818 -0.0433854 internal_weight=2134.47 35.0359 2099.43 429.773 42.549 387.224 265.368 121.856 1669.66 146.661 123.771 36.0526 1523 361.6 1161.4 22.8903 24.5611 19.1562 internal_count=30374 362 30012 5722 516 5206 3485 1721 24290 1694 1433 447 22596 4557 18039 261 278 237 is_linear=0 shrinkage=0.05 Tree=237 num_leaves=24 num_cat=0 split_feature=39 36 36 12 39 12 33 42 7 44 10 39 17 33 31 25 44 15 42 36 20 33 42 split_gain=3.6599 7.03702 8.49243 8.66746 6.61919 5.65679 5.1688 6.21488 4.74591 4.87311 6.01687 5.83848 4.87274 4.67239 4.59397 11.0774 5.37689 4.41959 3.33453 2.57697 2.36792 1.31301 0.122865 threshold=0.13575000000000001 95.135000000000005 97.215000000000018 155.52500000000003 0.14845000000000003 25.645000000000003 0.67660000000000009 83500.000000000015 29305.125000000004 90.500000000000014 -0.34349999999999997 0.15385000000000001 0.46345000000000008 0.75565000000000015 0.86955000000000016 2199.9750000000004 120.50000000000001 1.1607500000000004 86500.000000000015 91.405000000000015 1024.2300000000002 0.67175000000000007 134500.00000000003 decision_type=8 8 10 10 8 8 10 10 10 8 8 10 10 10 10 10 10 8 10 8 10 10 10 left_child=1 6 3 5 17 -3 21 19 9 11 -11 -6 -10 -9 16 -16 -4 18 -2 -8 -20 -1 -23 right_child=4 2 14 -5 8 -7 7 13 12 10 -12 -13 -14 -15 15 -17 -18 -19 20 -21 -22 22 -24 leaf_value=-0.0069044632873645033 0.013728680421594903 -0.0023296006137745319 -0.0069885180575953183 0.077477415608613209 0.02547542259492246 0.023606539466954714 0.036033513828285235 0.029634739930539018 0.056543773473796112 -0.030842687044032775 -0.0039546687452936364 0.00031499968090877017 0.00096248124447543279 -0.0024285390832298891 0.041120507016809305 -0.022801102061673448 0.015599154772888141 0.020555114487684913 -0.0097304332119523117 0.0013909962029778325 -0.032232474661830622 -0.021541179342581762 -0.046333458258532099 leaf_weight=6.356911652255806 5.4209601534530512 29.045181848690845 41.520926297176629 5.2656883727759114 22.832743310136721 70.618565649027005 15.089108071755616 10.657677012495695 6.1458149421960107 20.719724266789854 559.19896958698519 726.41896402859129 9.2984128016978485 428.05720024148468 7.2176398776937267 37.839805429452099 67.98027150973212 6.1427812004694706 19.670533748809248 8.6435763647314179 36.810821366030723 5.2039301292970759 5.5162805430591106 leaf_count=151 72 634 1123 45 288 1046 156 156 44 229 6968 9805 92 6610 144 645 1275 132 286 95 448 79 103 internal_value=-0.00049117 0.00235485 0.00897285 0.0198823 -0.00198417 0.0160502 -0.00122721 -0.000190634 -0.00120395 -0.00153665 -0.00497539 0.00112134 0.0254778 -0.00157263 0.00145411 -0.0117826 0.00700332 -0.0170888 -0.0211712 0.0241851 -0.0247884 -0.0274578 -0.0375899 internal_weight=2151.67 739.013 259.488 104.929 1412.66 99.6637 479.525 462.448 1344.61 1329.17 579.919 749.252 15.4442 438.715 154.559 45.0574 109.501 68.0451 61.9023 23.7327 56.4814 17.0771 10.7202 internal_count=30626 12262 4912 1725 18364 1680 7350 7017 17426 17290 7197 10093 136 6766 3187 789 2398 938 806 251 734 333 182 is_linear=0 shrinkage=0.05 Tree=238 num_leaves=26 num_cat=0 split_feature=21 21 7 7 24 17 24 21 25 34 18 25 5 5 7 33 31 24 43 32 32 10 12 12 17 split_gain=2.78718 7.16158 11.9673 8.68762 8.60478 7.63882 5.429 11.3516 5.72338 6.68998 4.54584 3.76384 3.5784 9.7412 5.4685 3.02891 6.63471 6.24355 3.80151 3.24889 7.61372 5.65457 2.82973 6.5968 0.209123 threshold=2697.4150000000004 2321.0150000000003 7552.1800000000012 2632.8100000000004 1.2603500000000001 0.58860000000000012 1.2373500000000004 12835.750000000002 11013.265000000001 13.585750000000003 4.5000000000000009 14399.545000000002 0.43605000000000005 0.96305000000000007 10895.360000000002 0.50365000000000015 0.76875000000000016 1.0918500000000002 255.50000000000003 99.475000000000009 99.045000000000016 0.027900000000000005 108.96000000000002 84.00500000000001 -0.97204999999999997 decision_type=8 10 10 10 8 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 8 8 8 10 10 left_child=1 15 3 4 -3 -4 8 22 9 -2 -7 -5 14 -14 -10 16 18 -18 -1 20 -17 -21 23 -8 -24 right_child=6 2 5 11 -6 10 7 -9 12 -11 -12 -13 13 -15 -16 19 17 -19 -20 21 -22 -23 24 -25 -26 leaf_value=0.0074816810059683868 -0.011542863955069198 0.0029945706452443911 0.083388566399258679 -0.021266287744805802 0.0748050351460504 -0.012876375543577663 -0.022568648217441298 0.035182229002756839 -0.001830716481714553 0.052844859211092443 0.04145725696145014 0.0091813372833914383 0.016622800821734018 -0.0065725089982588587 -0.026622532963571085 -0.00029255397240287461 0.058846949416258044 0.0085444710584572127 -0.038965349374880859 0.013869094513721043 0.023618361521492711 -0.013522162453378639 -0.049084764149871785 0.008752889294315315 -0.024553171560590732 leaf_weight=10.066077738534661 5.928665872430428 10.678854233818127 7.6761000109836486 25.147485143505037 6.1117995202075717 5.4510199981741598 65.438058503670618 9.9472140036523324 74.221918787574396 9.3644620389677566 9.0184607682749611 15.576316212769596 70.926444042939693 120.88825440593064 31.175829065497965 1434.579052284942 9.3868166699539888 16.938863743562251 6.3363023849669835 22.298469559755176 33.078107242588885 96.975026980508119 6.5914346361532807 21.630389338359237 6.9714996572583896 leaf_count=169 171 185 73 291 104 60 1123 162 1028 186 89 160 648 1109 319 20271 159 267 138 443 586 2175 88 264 84 internal_value=-0.000205365 0.000691968 0.0152351 0.00287287 0.0321501 0.0456139 -0.00383558 -0.0133049 -0.000437226 0.0284004 0.021156 -0.0095597 -0.0020281 0.00202011 -0.00939223 -2.47624e-05 0.0129537 0.0281607 -0.0113817 -0.000385294 0.000258661 -0.00828699 -0.0184459 -0.0147196 -0.0393705 internal_weight=2132.4 1709.32 79.66 57.5145 16.7907 22.1456 423.084 110.579 312.506 15.2931 14.4695 40.7238 297.212 191.815 105.398 1629.66 42.7281 26.3257 16.4024 1586.93 1467.66 119.273 100.631 87.0684 13.5629 internal_count=30352 25170 962 740 289 222 5182 1721 3461 357 149 451 3104 1757 1347 24208 733 426 307 23475 20857 2618 1559 1387 172 is_linear=0 shrinkage=0.05 Tree=239 num_leaves=21 num_cat=0 split_feature=7 24 24 36 37 7 33 43 15 6 31 32 20 20 25 41 10 7 24 14 split_gain=3.76441 8.19278 5.94218 11.7736 5.91301 5.6197 5.29702 6.70541 5.22128 6.11691 5.53797 4.44908 3.29224 9.07721 7.26185 6.30241 7.31788 4.197 3.94027 2.89982 threshold=710.0150000000001 1.3429500000000003 1.2697500000000004 94.135000000000005 3045.0000000000005 718.70000000000016 0.41365000000000002 485.50000000000006 1.9417500000000001 3.5000000000000004 0.77885000000000015 90.615000000000023 688.75500000000022 707.40500000000009 5999.1100000000015 90.540000000000006 0.18655000000000002 842.46000000000015 2.0053000000000005 122.65000000000002 decision_type=8 10 10 8 8 8 8 10 10 10 10 8 8 10 8 8 8 10 10 10 left_child=1 2 6 -4 -5 -2 7 -1 9 19 -11 -8 15 14 -14 18 -17 -15 -7 -3 right_child=5 8 3 4 -6 12 11 -9 -10 10 -12 -13 13 17 -16 16 -18 -19 -20 -21 leaf_value=-0.0041214130513867646 0.043996727100411387 -0.025477842926305713 0.06944949362468926 0.020936701204496186 -0.03845677069471954 -0.017578632442555815 0.0072656897008129846 0.056584071602144494 0.019832704318842168 -0.013249593199393193 0.044845999435677422 -0.0053215079498573322 0.080497410075086651 0.0179916908401682 0.00054068113737445848 0.024093908008935933 -0.0017672499343566032 0.0020759089677796936 0.016125537596419683 0.0064343693536627325 leaf_weight=8.820255958009513 6.9796387823298565 81.817306388984434 8.1127559468150121 9.9482578956522048 5.7787831921596089 78.640645075589418 91.647948346100748 7.8420189288444808 9.127732513821682 9.0136721851304156 5.9552324232645324 286.90601290808991 5.7784188454970691 42.012715671211481 5.1295589068904528 30.507184463553131 205.36560932651628 1222.2810079031624 8.792044368805362 7.1291588577441862 leaf_count=163 101 1556 111 122 119 1109 1528 145 228 186 98 6179 73 598 64 390 2935 14524 143 114 internal_value=0.000897974 -0.00273926 0.000481621 0.0242114 -0.00158245 0.00210751 -0.000994656 0.0257523 -0.0146226 -0.0178569 0.010911 -0.00224986 0.00189409 0.00303812 0.04652 -0.00259829 0.00164405 0.00262255 -0.0139889 -0.0228214 internal_weight=2137.59 532.099 419.056 23.8398 15.727 1605.49 395.216 16.6623 113.043 103.915 14.9689 378.554 1598.51 1275.2 10.908 323.305 235.873 1264.29 87.4327 88.9465 internal_count=30486 10549 8367 352 241 19937 8015 308 2182 1954 284 7707 19836 15259 137 4577 3325 15122 1252 1670 is_linear=0 shrinkage=0.05 Tree=240 num_leaves=28 num_cat=0 split_feature=44 39 14 33 33 44 22 29 31 15 18 43 23 20 36 43 29 39 41 29 35 39 11 43 35 17 36 split_gain=4.61691 5.80921 5.81071 5.75941 8.60633 6.76 5.65189 8.92329 8.02086 9.43926 5.45118 8.65358 7.37178 7.16559 6.82079 5.92701 4.88984 5.90277 5.94265 5.77523 8.37732 4.6156 4.44586 4.40056 3.99377 1.27153 0.9334 threshold=90.500000000000014 0.12975000000000003 8.3350000000000026 0.60015000000000007 0.68835000000000013 196.50000000000003 5000.6750000000011 9339.1375000000025 0.47205000000000003 5.7252000000000001 10.500000000000002 279.50000000000006 10.500000000000002 15098.020000000002 98.585000000000022 2112.5000000000005 18014.285700000004 0.15525000000000003 81.960000000000008 13500.400000000001 1.5000000000000002 0.091850000000000015 247.38500000000002 148.50000000000003 8.5000000000000018 1.01495 92.555000000000021 decision_type=10 10 10 8 8 8 10 10 10 8 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 8 10 left_child=6 2 25 5 -5 -4 16 8 23 -10 13 -12 -13 14 -3 -15 19 18 -18 22 -21 -9 -1 -8 -19 -2 -23 right_child=1 10 3 4 -6 -7 7 21 9 -11 11 12 -14 15 -16 -17 17 24 -20 20 -22 26 -24 -25 -26 -27 -28 leaf_value=0.0045064339040243942 -0.0080924488705159427 -0.0079726003312390013 0.074650878417801589 -0.033670699669938624 0.0039259234315478153 0.0071416030275034421 0.027075571498339529 0.024303331017795048 0.074697419092524697 -0.00074980466411866378 -0.049188145214050287 -0.0071132766588782627 0.016846190751566192 -0.011001140287146577 -0.028882368071919809 0.021040830462138581 0.038472582088124214 -0.035638022035301996 -0.01521680651217721 -0.030152806880042207 0.034425164408191204 -0.0061031571151336228 -0.0021459838824569549 -0.025849273309468075 0.0082191167979768619 -0.041404817921823239 -0.032864382544571837 leaf_weight=514.12263638759032 5.8518736318219435 406.93055060692132 5.0514059499837431 14.951818594709037 325.87538098834921 10.711236671311781 7.8725912175141257 6.9230598062276867 13.659389384789394 5.5710504311136892 6.3938352782279244 55.897527582244948 72.46230143494904 22.828362889587879 42.684926265385002 35.517229773569852 7.8874504151754108 24.999201633967463 11.231549034826456 5.2729979809373644 25.976114565972239 6.6974947750568381 488.15902216895483 6.0205630608834326 5.8561739455908528 7.5483783604577184 8.2688861326314491 leaf_count=5935 279 4966 72 233 4736 157 107 101 186 115 72 750 810 188 841 319 74 294 105 89 267 79 9205 119 61 287 127 internal_value=-0.000183496 -0.00264028 0.00233744 0.00359786 0.00216829 0.0322371 0.00199781 0.0174925 0.0335207 0.0536366 -0.00551274 0.00338218 0.00639945 -0.00788425 -0.0100285 0.00844568 0.00119108 -0.013917 0.00749531 0.00193919 0.0227761 -0.00694812 0.0012625 0.00360931 -0.0271605 -0.0287768 -0.0223341 internal_weight=2151.22 1012.7 369.99 356.59 340.827 15.7626 1138.52 55.013 33.1236 19.2304 642.715 134.754 128.36 507.961 449.615 58.3456 1083.51 49.9744 19.119 1033.53 31.2491 21.8894 1002.28 13.8932 30.8554 13.4003 14.9664 internal_count=30574 13710 5764 5198 4969 229 16864 834 527 301 7946 1632 1560 6314 5807 507 16030 534 179 15496 356 307 15140 226 355 566 206 is_linear=0 shrinkage=0.05 Tree=241 num_leaves=21 num_cat=0 split_feature=8 0 5 42 3 29 32 14 15 15 14 31 43 8 42 11 27 32 35 33 split_gain=3.61587 5.58193 4.34525 5.2943 4.15252 7.02347 4.0782 3.29788 5.63171 5.43305 9.78814 5.85752 10.8791 5.14766 4.19008 9.47495 4.42802 2.72913 1.6238 1.44404 threshold=23.555000000000003 5.5000000000000009 0.82355000000000012 166500.00000000003 10.500000000000002 900.16665000000012 87.425000000000026 58.685000000000009 6.3141000000000007 3.4205500000000004 48.255000000000003 0.90605000000000013 1933.5000000000002 39.975000000000001 86500.000000000015 1181.1250000000002 7.5000000000000009 98.175000000000026 1.5000000000000002 0.83265000000000011 decision_type=8 10 10 10 10 10 10 10 10 10 8 8 8 10 10 10 10 8 10 8 left_child=1 2 4 -4 6 -6 -1 9 14 11 -11 13 -13 -2 15 -9 -16 18 19 -3 right_child=7 17 3 -5 5 -7 -8 8 -10 10 -12 12 -14 -15 16 -17 -18 -19 -20 -21 leaf_value=0.0083652252006737159 0.010906294866259852 -0.032008680352190365 -0.0092311281573420941 0.050930515299080562 0.045374885584496517 -0.0073651391927820054 -0.0076152676441662726 -0.0021245730351640716 -0.038586037722001913 0 0.080139634612070632 0.048974516056400824 0.00035517675551186007 -0.0020384350343662159 5.3892782106242988e-05 -0.037312085877735379 0.028773404967463025 0.0043010229450074688 -0.044208640066446064 0.00034881116469751266 leaf_weight=45.000026407651603 100.51759669661988 5.8288836777210244 5.9947432391345483 7.0639350432902575 10.10162565438077 13.797234576195477 295.75086442613974 91.642440759576857 8.7982598228845728 9.2280788908246887 5.476854234468191 18.031830768566579 29.664609693456441 313.43648172728717 1121.2586432321696 23.348375910427421 12.588928384939207 5.9666612821165499 12.820971365552394 6.3182698404416451 leaf_count=737 2032 98 50 63 87 109 5483 1038 200 246 109 252 320 4661 14095 370 141 107 176 88 internal_value=-0.00047598 -0.00470221 -0.00298159 0.0242648 -0.0040347 0.0156534 -0.00547193 0.000519254 -0.000819862 0.00405947 0.0330228 0.00305671 0.0194668 0.0011115 -0.000519133 -0.00957243 0.00040224 -0.0248028 -0.0318482 -0.0160514 internal_weight=2142.64 408.643 377.708 13.0587 364.65 23.8989 340.751 1733.99 1257.64 476.355 14.7049 461.651 47.6964 413.954 1248.84 114.991 1133.85 30.9348 24.9681 12.1472 internal_count=30462 6998 6529 113 6416 196 6220 23464 15844 7620 355 7265 572 6693 15644 1408 14236 469 362 186 is_linear=0 shrinkage=0.05 Tree=242 num_leaves=27 num_cat=0 split_feature=32 25 25 31 35 5 15 25 24 39 32 7 33 29 25 21 8 3 32 37 19 31 32 8 5 31 split_gain=5.27364 5.72142 10.6185 5.6303 6.01458 8.5386 5.04521 4.59348 4.77945 8.61333 8.46932 4.38418 3.93636 3.76268 5.59126 10.9459 5.31433 7.13513 5.24289 4.31807 3.1926 2.77625 2.15406 2.01604 1.98484 1.84843 threshold=94.245000000000019 999.97500000000014 999.06500000000017 0.49135000000000006 1.5000000000000002 1.2213500000000004 1.4908500000000002 49856.770000000011 1.0036500000000002 0.048250000000000008 94.655000000000015 1057.7350000000004 0.93275000000000008 6601.166650000001 9734.6300000000028 1766.7750000000003 38.865000000000002 1.0000000180025095e-35 92.215000000000018 7300.0000000000009 0.11205000000000002 0.45665000000000006 88.395000000000024 68.845000000000013 0.6956500000000001 0.89995000000000014 decision_type=10 8 8 10 10 10 8 10 10 10 10 8 10 8 10 10 8 10 10 10 10 10 10 10 10 10 left_child=1 2 22 4 6 21 11 8 10 -10 -5 -2 -7 14 15 -3 18 -18 -15 -16 25 -6 -1 -8 -22 -9 right_child=3 13 -4 7 5 12 23 20 9 -11 -12 -13 -14 16 19 -17 17 -19 -20 -21 24 -23 -24 -25 -26 -27 leaf_value=0.018120244885316317 0.046489122905878144 0.0018797830050944115 0.077553652995404412 -0.032809386933677381 -0.038274135066798713 -0.013322417106820817 -0.038171922132008783 -0.037336660216037383 -0.020260302091898472 -0.00031034407971504549 0.0067778343383713829 0.0027731447292014388 0.024822306374675716 0.033397020752195049 -0.0037845098618657265 0.044725292913121467 0.0093338504345760517 -0.015344235777824422 -0.0090603992930266466 -0.028417169914836019 -0.017039336174012987 -0.010234992693612834 -0.020381501777617668 0.0012047468985956901 0.022061741458405209 -0.0022900236281102131 leaf_weight=7.7857310287654418 7.2870371523313251 518.80443639261648 6.4529870897531501 13.056945193093268 37.794985575135797 14.074938131496312 6.6816015894291905 16.095608494710181 57.718784520053305 696.47672257502563 336.44399203488138 19.997598877409473 11.214330676011739 33.029428343987092 74.441840848186985 14.370394577272235 164.23292456846684 34.540072388015687 8.5612699761986715 22.830081915017217 5.2461102204397303 13.30355973029509 5.1607170938514173 5.1196277444250882 5.6955380942672491 5.3991822386160484 leaf_count=166 205 6795 91 162 790 174 415 182 1310 10189 5235 486 101 354 769 171 1431 478 112 312 67 253 104 129 56 51 internal_value=0.000829375 0.00377048 0.0299832 -0.00125985 -0.0117301 -0.0198208 0.00405723 -0.000181896 0.000366455 -0.00186855 0.00519525 0.0158562 0.00370316 0.00314707 0.00110361 0.0031255 0.00845934 0.00496526 0.0245324 -0.0098471 -0.0184428 -0.0314067 0.00205321 -0.0219392 0.00303858 -0.0292489 internal_weight=2141.82 890.21 19.3994 1251.61 115.474 76.3878 39.0859 1136.13 1103.7 754.196 349.501 27.2846 25.2893 870.81 630.447 533.175 240.364 198.773 41.5907 97.2719 32.4364 51.0985 12.9464 11.8012 10.9416 21.4948 internal_count=30588 10783 361 19805 2553 1318 1235 17252 16896 11499 5397 691 275 10422 8047 6966 2375 1909 466 1081 356 1043 270 544 123 233 is_linear=0 shrinkage=0.05 Tree=243 num_leaves=26 num_cat=0 split_feature=40 31 31 42 32 21 29 18 24 31 24 17 17 7 29 43 18 17 32 31 32 32 33 20 11 split_gain=3.50391 6.11556 7.66984 5.05404 4.93706 3.56422 5.03731 4.87211 3.55257 5.39623 5.11361 6.66354 13.7595 5.48893 5.07456 5.2012 4.81012 4.87766 4.39568 4.87358 4.57499 4.31561 2.80635 2.59597 1.32166 threshold=3.5000000000000004 0.87925000000000009 0.87285000000000013 75500.000000000015 99.50500000000001 3306.0950000000007 958.25000000000011 5.5000000000000009 1.6124000000000003 0.79065000000000007 1.2697500000000004 2.8259500000000002 1.4345500000000004 950.2700000000001 20050.000000000004 2103.5000000000005 6.5000000000000009 11.760750000000002 97.375000000000014 0.8650500000000001 98.085000000000022 99.015000000000015 0.81125000000000014 433.45500000000004 470.19500000000011 decision_type=8 10 8 10 10 8 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 8 8 10 8 left_child=8 2 3 -2 -5 6 24 -8 10 16 14 12 -12 -13 21 -16 17 -10 19 -11 -20 -1 -4 -18 -3 right_child=1 5 22 4 -6 -7 7 -9 9 18 11 13 -14 -15 15 -17 23 -19 20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0036106749015948417 -0.034932066462983351 -0.048301777101606859 0.063902309232980833 0.0049420601714730457 -0.011680544576215901 -0.045641272147128542 0.023924862541096454 -0.011513032259490921 0.014036070841467805 0.029016438269762537 -0.01479801372254015 -0.016292166034705253 0.041317144334495112 0.0093477109533003002 0.02940943388325494 -0.0061549272124129719 0.0019539942170437867 -0.02517219551017404 -0.047399499245694664 -0.0054658695439684978 -0.0025767276518909783 0.0062742448585187396 0.012704326135078537 -0.03506313441715949 -0.013986360960663597 leaf_weight=702.00600869522896 7.3664192743599406 6.3501390051096651 6.1859920322895023 853.23426328203641 46.036843009293079 6.121387834660708 14.513517739251254 24.794811611995101 17.121187194832601 20.278475161641836 15.191612206399439 29.733608298702165 33.560618852963671 63.91890670824796 25.322040705941617 16.053342666476965 5.1024482371285549 13.063911763485523 6.1055044317618004 18.861347533762455 30.788879581377842 129.75550905521959 5.7084978185594091 32.507111521903425 7.315300857881085 leaf_count=10312 77 78 54 10574 704 71 188 220 432 285 319 461 532 803 253 133 86 324 100 240 537 2870 52 687 99 internal_value=0.00105262 0.00325687 0.00426786 0.00371294 0.00407351 -0.0121836 -0.00745072 0.00171633 -0.000802988 -0.00812995 0.000236772 0.00899181 0.0237847 0.00106839 -0.00119407 0.0156731 -0.0182806 -0.00303572 0.000975637 0.0125528 -0.0111813 -0.00205693 0.0426096 -0.029991 -0.0324795 internal_weight=2137 977.627 918.532 906.638 899.271 59.0952 52.9738 39.3083 1159.37 143.829 1015.54 142.405 48.7522 93.6525 873.137 41.3754 67.7947 30.1851 76.0342 39.1398 36.8944 831.762 11.8945 37.6096 13.6654 internal_count=30491 12117 11461 11355 11278 656 585 408 18374 2691 15683 2115 851 1264 13568 386 1529 756 1162 525 637 13182 106 773 177 is_linear=0 shrinkage=0.05 Tree=244 num_leaves=17 num_cat=0 split_feature=31 42 36 44 44 33 33 20 34 31 33 42 5 2 34 5 split_gain=3.90962 3.64237 3.19268 6.04384 10.1409 5.09655 4.41063 4.40075 4.61495 4.3856 9.12987 5.43108 3.17183 3.26233 3.14044 2.57516 threshold=0.14935000000000001 96500.000000000015 94.735000000000014 10.500000000000002 11.500000000000002 0.65480000000000016 0.54215000000000013 108.38000000000001 80.163600000000017 0.34340000000000009 0.84875000000000012 124500.00000000001 0.28665000000000007 5912.0000000000009 19.982450000000004 0.071350000000000011 decision_type=10 8 10 10 10 8 8 10 10 10 8 10 8 10 10 10 left_child=1 -1 5 7 -5 -2 -6 -4 -9 10 -7 -11 15 14 -14 -3 right_child=2 12 3 4 6 9 -8 8 -10 11 -12 -13 13 -15 -16 -17 leaf_value=0.01941435748328731 0.032078082301659393 -0.014354424840103004 0.021501941894221822 0.056102876305358373 -0.0063868884848745609 0.041688254262164909 0.0037784874092425865 -0.026159196653535274 0.0087786998395236893 -0.0086468916790728208 5.5774800528690725e-05 -0.00072330011103694837 -0.050753812070468911 0.0061049353010375791 -0.018033287048903526 0.023536883189244927 leaf_weight=7.1238495027646414 9.8620493449270707 9.0057589675998333 6.9606032388983285 7.8953133574686936 121.93464107019827 15.834783315658568 797.3054924987955 40.949282605084591 11.409160397946833 314.56984674406704 61.595376609126106 693.07264742604457 11.015597994904963 7.4211233230307689 26.410980033222586 7.0824093744158736 leaf_count=99 95 229 221 127 2189 259 11853 712 168 4132 887 8881 178 88 305 139 internal_value=-0.000507977 -0.0122128 -0.000117158 0.00194238 0.00294167 -0.00197729 0.00241917 -0.0133831 -0.0184305 -0.00232067 0.00905652 -0.003208 -0.0162447 -0.0229616 -0.0288641 0.00243489 internal_weight=2149.45 68.0597 2081.39 986.454 927.135 1094.93 919.24 59.319 52.3584 1085.07 77.4302 1007.64 60.9359 44.8477 37.4266 16.0882 internal_count=30562 1038 29524 15270 14169 14254 14042 1101 880 14159 1146 13013 939 571 483 368 is_linear=0 shrinkage=0.05 Tree=245 num_leaves=28 num_cat=0 split_feature=37 19 18 29 7 32 39 39 33 37 32 21 43 12 15 44 21 24 7 19 29 33 34 33 35 20 44 split_gain=3.30424 8.64336 8.25825 7.72818 10.7975 6.85541 8.31706 5.36876 5.62372 5.34426 4.95111 4.62933 7.44431 9.72648 8.66193 8.08802 6.36432 7.77595 6.57877 6.12028 4.95221 4.87981 3.98873 3.81681 3.6224 3.58041 3.2505 threshold=2350.0000000000005 0.30520000000000008 8.5000000000000018 6202.2500000000009 1233.6450000000002 99.995000000000019 0.14305000000000004 1.2399000000000002 0.6119500000000001 2150.0000000000005 87.855000000000004 1631.0550000000001 367.50000000000006 10.785000000000002 2.4197500000000005 56.500000000000007 1944.0250000000003 1.0806500000000001 3505.9950000000003 -0.11689999999999999 3572.3214500000008 0.62825000000000009 4.7295000000000007 0.9174500000000001 1.0000000180025095e-35 424.71500000000003 59.500000000000007 decision_type=8 10 10 10 10 10 10 8 10 10 8 8 10 10 10 10 8 10 10 10 10 10 8 10 8 10 10 left_child=1 5 7 4 -4 9 -7 8 -3 10 -1 12 14 21 19 -15 17 20 -19 -2 -13 -14 24 -24 -18 -16 -11 right_child=11 2 3 -5 -6 6 -8 -9 -10 26 -12 16 13 15 25 -17 22 18 -20 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=0.0057011546712393592 0.01385370881289588 -0.028438957336040568 0.0084305346525574976 -0.0053472086277195751 0.091510496868241031 0.067879618215373527 -0.01336169122010307 -0.04020332021486115 0.029982165155433116 -0.03671984511007579 -0.0070599678391839978 -0.0077560675187711564 0.018430902558049155 0.022321727657290472 0.0090340070133130626 0.0062981906384344272 0.0058525321188839553 0.015815878668759217 -0.02086771425559069 -0.0045244010194115071 -0.044247590824129511 -0.02515967676505302 -0.00018205542275961489 0.015827266238342973 -0.042005758906314458 0.068765059726073469 -0.0025415657519310187 leaf_weight=95.662818544078618 50.390598960453644 5.1186024071648779 7.2091612145304707 6.7201439253985873 8.6130375321954471 6.0220269376877678 5.054579529678449 6.0749196801334611 11.639882282353936 20.496278079226617 351.4586181412451 16.251681679510511 7.1234941550064823 95.981738817528822 5.2888775290921313 438.24588921421673 5.7841353375697482 26.619532228563912 20.914820814039558 377.57972603465896 23.854051443981007 30.940705758635886 446.0821898257127 39.564909276319668 9.3221102107781917 5.0032780540641397 11.001557849813251 leaf_count=1006 911 96 87 65 83 106 87 79 127 312 4532 238 179 1702 162 6651 171 430 277 5510 266 917 5610 426 150 117 151 internal_value=0.00052488 -0.00286939 0.0177496 0.0385527 0.0567049 -0.00482243 0.0323562 -0.00333443 0.0112602 -0.00575894 -0.0043119 0.00166495 0.00371813 0.00746977 -0.0011753 0.00922272 -0.00185321 -0.0142038 -0.000319053 -0.0023216 -0.0301305 -0.016611 0.000322378 0.00114177 -0.0241449 0.0420318 -0.0253815 internal_weight=2134.02 535.072 45.3757 22.5423 15.8222 489.696 11.0766 22.8334 16.7585 478.619 447.121 1598.95 1010.55 572.292 438.262 534.228 588.393 87.6401 47.5344 427.97 40.1057 38.0642 500.753 485.647 15.1062 10.2922 31.4978 internal_count=30448 6731 537 235 170 6194 193 302 223 6001 5538 23717 16149 9449 6700 8353 7568 1211 707 6421 504 1096 6357 6036 321 279 463 is_linear=0 shrinkage=0.05 Tree=246 num_leaves=13 num_cat=0 split_feature=25 11 24 34 17 25 27 10 25 44 11 31 split_gain=4.19564 3.37334 5.66108 3.95019 3.17941 7.31089 3.02198 13.951 4.77514 3.00404 1.02108 0.691706 threshold=900.35000000000014 44902.67500000001 1.0036500000000002 11.197750000000001 -7.7653499999999989 3726.2750000000005 1.0000000180025095e-35 0.53450000000000009 1000.0750000000002 202.50000000000003 746.95000000000016 0.82105000000000017 decision_type=8 8 8 10 8 10 8 8 10 10 10 10 left_child=10 4 -3 -4 5 -2 8 -8 -6 -5 -1 -7 right_child=1 2 3 9 6 11 7 -9 -10 -11 -12 -13 leaf_value=-0.041111711911702653 0.02267318572384406 0.056602925952633359 0.033897166021532379 0.0087332514168660304 -0.027556940204711701 -0.048328356572574394 0.027552158252652906 -0.00013677201982856992 -0.002393317335445119 -0.034614919155988737 -0.010054332140163082 -0.017880269310874355 leaf_weight=6.611612575594334 6.0815169764682677 5.7626006887294352 6.1837647110223832 7.9357961919158679 18.368924801703542 8.8235521572642011 46.25918712024577 1207.7714362624101 804.78121448354796 6.2472542243776843 6.1708774582948536 5.2468158074188969 leaf_count=113 97 191 165 141 469 169 931 17384 10357 128 243 76 internal_value=-0.000792104 -0.000610929 0.0168993 0.00330815 -0.00083941 -0.0201349 -0.00064021 0.000901784 -0.00299368 -0.0110534 -0.0282986 -0.0392459 internal_weight=2136.24 2123.46 26.1294 20.3668 2097.33 20.1519 2077.18 1254.03 823.15 14.1831 12.7825 14.0704 internal_count=30464 30108 625 434 29483 342 29141 18315 10826 269 356 245 is_linear=0 shrinkage=0.05 Tree=247 num_leaves=12 num_cat=0 split_feature=12 13 42 37 34 14 20 21 5 21 20 split_gain=3.89985 3.54004 3.83056 3.33477 2.8844 2.88138 3.4476 2.76285 6.70358 6.65255 2.36083 threshold=562.66500000000008 2.4786500000000005 187500.00000000003 3505.0000000000005 16.198100000000004 459.95500000000004 1744.2550000000003 1885.3450000000003 2.0222000000000002 1696.5500000000002 2199.0500000000006 decision_type=10 10 10 8 10 8 8 10 10 8 10 left_child=1 5 -3 10 -4 7 -7 9 -9 -1 -2 right_child=3 2 4 -5 -6 6 -8 8 -10 -11 -12 leaf_value=0.00044212562287421903 -0.022188712571455257 -0.042569175850759533 -0.024568372499896168 -0.049720024744982154 0.019713180928482496 -0.0018123821385188034 0.048723243218689448 0.0026287100571534645 0.027872505033054336 -0.017148634245530803 0.016027617083618158 leaf_weight=1440.4203354527708 8.5947540737688559 8.6942229744745418 5.8337058132747188 5.7941666152328244 6.9486657453235239 6.0928516574203941 5.9254237124696383 566.5317652040394 26.667577806860209 54.822135247290134 5.9337679408490649 leaf_count=21311 91 367 307 68 186 67 55 6983 277 736 56 internal_value=0.000652831 0.000868493 -0.0188585 -0.0206151 -0.000449817 0.00108145 0.0245481 0.000932334 0.00381697 -0.000210517 -0.00623134 internal_weight=2142.26 2121.94 21.4766 20.3227 12.7824 2100.46 12.0183 2088.44 593.199 1495.24 14.5285 internal_count=30504 30289 860 215 493 29429 122 29307 7260 22047 147 is_linear=0 shrinkage=0.05 Tree=248 num_leaves=28 num_cat=0 split_feature=14 14 19 18 36 33 12 33 17 12 34 25 3 21 24 22 12 35 24 34 31 37 19 37 26 25 24 split_gain=3.45633 5.3943 14.7669 7.72302 6.5646 7.7928 6.0501 6.27176 8.81608 5.70149 4.43203 6.94727 7.42577 5.9772 5.83785 5.03333 6.77619 4.47855 3.94799 3.86078 6.68365 4.82957 3.44713 6.39238 3.68869 2.08669 0.973339 threshold=89.75500000000001 86.425000000000026 0.15455000000000002 8.5000000000000018 87.580000000000013 0.85365000000000013 136.88500000000002 0.87065000000000015 0.29335000000000006 96.180000000000021 13.295950000000001 3301.5650000000005 4.5000000000000009 3213.9550000000004 0.72970000000000013 1038.3650000000002 106.65500000000002 9.5000000000000018 1.2663500000000003 14.266650000000002 0.71375000000000011 2650.0000000000005 0.062550000000000008 2350.0000000000005 5.5000000000000009 12000.460000000001 0.57250000000000012 decision_type=10 8 10 10 8 10 10 10 10 8 10 10 8 10 10 10 10 10 8 10 8 10 8 10 10 8 8 left_child=1 6 4 -4 18 -6 22 8 -8 -5 13 12 14 15 -12 17 -17 -2 -3 20 -13 -21 24 -24 -1 -9 -15 right_child=10 2 3 9 5 -7 7 25 -10 -11 11 19 -14 26 -16 16 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 leaf_value=0.0048797164796105172 -0.0097639164824306745 -0.054675349657227972 -0.0014466683764282342 0.081335866931847661 -0.0070030690400124142 0.037555677599257084 -0.016653473776397278 -0.023648497087782896 0.054258621190689249 0.019304195284918311 0.045768185733197658 0.063591408906289226 0.066823225773944658 -0.016641927336074711 -0.00046131437920645985 0.062979913109393534 -0.01105804131311453 0.01813815872903253 0.001102488004816342 0.0072861480986741965 -0.0014565149455316431 -0.0062619868411971777 -0.0099570358851330115 0.0005992328557590025 -0.0066380756387109724 0.01450399730830834 -0.050604312357466624 leaf_weight=482.68339254392777 207.31869642273523 6.7375328931957466 6.3583399979397681 11.621889906004068 27.007227325811982 14.089760234113781 5.2001237738877562 6.8804019372910235 16.427411565557122 6.6876051761210009 7.7372128739953032 5.0380821693688604 5.9039357937872401 5.2632323456928116 30.239114105701447 5.0250810123980028 5.6391347572207451 14.422941525466738 5.0197938126511872 85.12202548282221 10.876664444804192 275.42546736262739 186.51628814172 606.23873591364827 79.956951408879831 5.5203868094831714 8.0535589735954982 leaf_count=8150 2595 64 72 149 297 213 52 58 161 80 90 60 54 61 361 62 91 176 65 836 101 3070 2447 8697 2201 53 97 internal_value=0.000132659 0.00149098 0.0142447 0.045363 -0.000758453 0.00868399 0.000766066 0.0212841 0.0370051 0.0611106 -0.00284917 0.000261107 0.0188684 -0.0081695 0.0097617 -0.0061833 0.0258091 -0.00785333 -0.0322494 -0.00193875 0.021382 -0.00303826 0.000231946 -0.00188752 0.00322518 -0.00647633 -0.0396305 internal_weight=2133.01 1466.95 77.5221 24.6678 52.8543 41.097 1389.42 34.0283 21.6275 18.3095 666.065 420.343 43.8803 245.723 37.9763 232.406 10.6642 221.742 11.7573 376.462 15.9147 360.547 1355.4 792.755 562.64 12.4008 13.3168 internal_count=30413 22759 940 301 639 510 21819 324 213 229 7654 4572 505 3082 451 2924 153 2771 129 4067 161 3906 21495 11144 10351 111 158 is_linear=0 shrinkage=0.05 Tree=249 num_leaves=11 num_cat=0 split_feature=9 26 30 20 37 41 42 19 42 36 split_gain=2.69888 2.66095 5.91428 6.80991 6.68727 2.25183 2.31554 9.16363 6.29555 2.00662 threshold=10.500000000000002 12.500000000000002 4.5000000000000009 8021.1050000000005 7300.0000000000009 101.12500000000001 180500.00000000003 -0.36554999999999993 185500.00000000003 98.205000000000013 decision_type=10 8 10 10 8 10 10 10 10 10 left_child=1 5 3 4 -3 6 7 -1 -8 -5 right_child=-2 2 -4 9 -6 -7 8 -9 -10 -11 leaf_value=-0.016317203040958635 -0.028589454106125341 0.043222813809789963 -0.021302242113077227 0.0072532872693993004 -0.014761889136711238 -0.023935072062094657 -0.017623101680608263 0.0028412008578475186 -0.00055825730863823622 -0.032451087355863072 leaf_weight=65.19458828039933 7.0583063564263275 24.269594849436547 9.9025167585350555 5.5616846764460188 5.5124540996039277 8.6840129019692522 56.707656143116765 1080.2591557066189 867.33734661131166 5.2506538121961057 leaf_count=1113 199 513 169 61 202 123 931 14162 12825 119 internal_value=0.00028391 0.000395376 0.0116238 0.020095 0.0321969 0.000114676 0.00022952 0.00173314 -0.00162883 -0.0127195 internal_weight=2135.74 2128.68 50.4969 40.5944 29.782 2078.18 2069.5 1145.45 924.045 10.8123 internal_count=30417 30218 1064 895 715 29154 29031 15275 13756 180 is_linear=0 shrinkage=0.05 Tree=250 num_leaves=28 num_cat=0 split_feature=43 43 0 29 33 17 25 5 18 26 20 17 17 14 17 20 33 23 17 39 24 33 33 42 25 29 32 split_gain=3.49959 5.74986 7.61523 6.10165 5.99638 6.75989 5.85585 6.5 5.339 6.39213 5.89268 5.0382 5.91998 4.99862 4.40861 4.39315 4.20188 4.08463 5.06038 4.68748 3.93302 3.85206 3.55916 3.055 2.45458 1.73428 1.07191 threshold=405.50000000000006 319.50000000000006 1.0000000180025095e-35 674.0408000000001 0.89495000000000013 -0.25924999999999992 14405.115000000002 0.27925000000000005 9.5000000000000018 1.5000000000000002 1060.2950000000003 -0.7608999999999998 -0.37509999999999993 93.50500000000001 -0.20314999999999997 1787.5500000000004 0.99995000000000012 5.5000000000000009 -2.9606499999999998 0.28075000000000006 1.0139500000000001 0.30560000000000004 0.77945000000000009 91500.000000000015 25601.025000000005 2955.4028000000003 96.165000000000006 decision_type=10 8 8 10 8 10 10 10 10 10 10 8 8 8 8 10 10 10 10 10 8 8 10 8 10 10 10 left_child=1 3 6 4 5 -1 7 -3 10 -10 -5 17 13 22 26 23 -6 -2 19 -19 -17 -16 -13 -4 -8 -20 -14 right_child=11 2 15 8 16 -7 24 -9 9 -11 -12 12 14 -15 21 20 -18 18 25 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.060079037842711895 0.017392625749180816 -0.020656023277975607 -0.0061136596005245195 -0.0024960376391582732 -0.040565466548509843 0.012951488016957398 -0.038823995578132355 0.0081974345940213425 -0.015837903462239657 0.016721290954062166 0.0089909403986407621 0.06508488832825296 -0.038783532719731617 -0.0084616585325405485 0.03397274655447044 0.026200980230881084 0.012482766577840405 0.031282340195756007 -0.017567813139714426 -0.014689926079285848 -0.028734613497513547 0.0025390123243846387 0.017307722583453158 -0.046846943138135297 -0.0046177250953709495 -0.042597487720880602 -0.0066611355392969104 leaf_weight=8.3175200084224326 9.6728880153968912 24.836258949479088 6.4648660817183581 414.5773834673455 6.8154245463665557 50.416336798341945 13.921483621466907 78.630529074929655 101.0145916249603 16.703073229640722 151.57916635728907 7.495768767315897 6.6366101671010238 6.5671960371546474 8.8698903135955316 5.4645732212811691 6.2544926085975021 7.8433748916722861 21.523982885293663 13.80290677398443 5.5531754996627569 1109.0018983937334 9.7997457804158312 23.044938350911252 9.1053166612982732 12.836588805541394 5.3386892816051841 leaf_count=111 167 399 138 6204 168 769 147 790 1216 223 1808 85 70 93 199 90 126 118 358 217 156 15692 119 646 88 172 94 internal_value=0.000490867 -0.0018283 -0.0101944 2.52153e-05 0.0137936 0.0206032 -0.00401497 0.00109213 -0.00143113 -0.011074 0.000581027 0.00224991 0.00302332 0.0271826 0.00248506 -0.0288 -0.0157414 -0.0111021 -0.0163298 0.00239279 -0.00115869 0.00282304 0.040713 -0.03858 -0.0262613 -0.0280001 -0.0264655 internal_weight=2142.09 922.699 167.021 755.678 71.8038 58.7339 126.494 103.467 683.874 117.718 566.157 1219.39 1153.71 23.8627 1129.85 40.5276 13.0699 65.6797 56.0069 21.6463 11.0177 1117.87 17.2955 29.5098 23.0268 34.3606 11.9753 internal_count=30463 13079 2454 10625 1174 880 1424 1189 9451 1439 8012 17384 16352 297 16055 1030 294 1032 865 335 246 15891 204 784 235 530 164 is_linear=0 shrinkage=0.05 Tree=251 num_leaves=18 num_cat=0 split_feature=35 29 20 24 33 37 37 39 24 12 24 25 24 36 40 14 12 split_gain=4.34501 6.16246 6.55195 4.25508 7.6315 3.32388 3.03207 2.9503 2.51608 6.12253 4.82205 5.12787 4.32119 3.86502 2.80189 2.72684 5.48075 threshold=9.5000000000000018 1673.2187500000002 1951.3950000000002 0.81515000000000015 0.71625000000000016 3045.0000000000005 2350.0000000000005 0.32525000000000004 15.689500000000001 57.305000000000007 5.5961000000000007 4399.9850000000006 4.2483500000000012 97.465000000000018 7.0000000000000009 87.985000000000014 72.50500000000001 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=8 7 6 4 -4 -5 -3 -2 10 -10 12 -12 14 -13 -1 16 -11 right_child=1 2 3 5 -6 -7 -8 -9 9 15 11 13 -14 -15 -16 -17 -18 leaf_value=-0.0017726194481947335 0.016225718868670757 0.00081711457943365359 -0.010726876241703695 0.021869516364003357 0.053355863558984695 -0.018194090121747077 -0.0481158972755171 0.06332008880320171 0.030666256947776135 -0.046778802165912306 -0.010547726653449203 0.014480443086165999 -0.033873686265673879 0.068631583569461072 0.0020708528966701038 -0.041682758165987398 0.0045217219315301935 leaf_weight=1262.7259893447626 8.3902703216299397 5.1220082454383355 6.6831333413720158 7.5433046706020859 11.721015563234685 12.068481242284177 6.4180461540818214 6.4823441207408896 5.8288558782078317 6.3375654928386238 7.0195041671395328 8.5611049779690784 8.6508667650632542 5.6374730893876395 757.40944597683847 10.304385862313209 16.947792612016201 leaf_count=19473 117 58 73 55 101 109 81 82 136 134 129 118 162 100 9184 176 290 internal_value=-8.18214e-05 0.0126033 0.00372795 0.0138506 0.0304741 -0.00222839 -0.0276652 0.0397632 -0.000481209 -0.0128374 -0.000235036 0.0229274 -0.000490919 0.0394109 -0.000328801 -0.0211995 -0.0105861 internal_weight=2153.85 64.4286 49.556 38.0159 18.4041 19.6118 11.5401 14.8726 2089.42 39.4186 2050 21.2181 2028.79 14.1986 2020.14 33.5897 23.2854 internal_count=30578 676 477 338 174 164 139 199 29902 736 29166 347 28819 218 28657 600 424 is_linear=0 shrinkage=0.05 Tree=252 num_leaves=11 num_cat=0 split_feature=19 14 14 14 7 37 32 41 11 36 split_gain=2.8588 2.49305 3.51014 5.28313 5.2983 4.92086 2.89923 4.00107 3.94854 1.94116 threshold=-1.1455499999999998 1.135 17.885000000000002 16.435000000000006 1166.6500000000003 2150.0000000000005 81.725000000000009 38.750000000000007 1.0000000180025095e-35 95.535000000000011 decision_type=8 8 10 10 10 10 10 10 10 10 left_child=9 -2 3 5 -5 -3 8 -8 -4 -1 right_child=1 2 6 4 -6 -7 7 -9 -10 -11 leaf_value=-0.001486826387087531 -0.027054608125520616 0.026614727471287805 -0.002176138168352602 0.00028825932025596998 0.067322400532892068 -0.0032586668461624547 -0.02431967203630149 -0.00034829224560879545 -0.02528703842356872 -0.039510370641307614 leaf_weight=6.4204144417308253 7.9153647127095628 17.261369134299457 55.455133630428463 5.2483247737400216 6.2263729651458561 54.790253682993352 16.575594372116029 1937.14217425487 27.310689919628203 6.9885016605257988 leaf_count=177 225 338 474 143 100 2008 344 26089 410 150 internal_value=-0.000810595 -0.000657564 -0.00054394 0.00943514 0.0395439 0.004096 -0.000960116 -0.000566564 -0.0100727 -0.0230178 internal_weight=2141.33 2127.93 2120.01 83.5263 11.4747 72.0516 2036.48 1953.72 82.7658 13.4089 internal_count=30458 30131 29906 2589 243 2346 27317 26433 884 327 is_linear=0 shrinkage=0.05 Tree=253 num_leaves=19 num_cat=0 split_feature=34 44 17 0 43 44 42 34 17 26 42 7 32 8 40 14 43 42 split_gain=3.98828 7.15766 6.24998 7.3513 5.0533 4.66692 5.64328 4.56154 10.113 5.49208 8.86636 5.23851 4.88119 3.93133 3.35848 5.80789 5.18938 2.3847 threshold=38.356300000000012 489.50000000000006 0.31655000000000005 4.5000000000000009 2382.5000000000005 4.5000000000000009 194500.00000000003 33.779600000000009 2.5436500000000004 1.5000000000000002 184500.00000000003 2601.7250000000004 95.595000000000013 805.0100000000001 7.0000000000000009 124.68500000000002 397.50000000000006 177500.00000000003 decision_type=8 10 8 10 10 10 10 10 8 10 10 10 10 8 10 10 10 8 left_child=7 2 5 4 -4 -2 -7 13 11 10 -10 12 -9 14 16 -16 -1 -13 right_child=1 -3 3 -5 -6 6 -8 8 9 -11 -12 17 -14 -15 15 -17 -18 -19 leaf_value=-0.0083134505243295659 0.02314887026903643 0.050211096474787699 0.0055657095655576271 0.046770204696052503 -0.039981570381089099 -0.022258268986356723 0.0032125118471787936 -0.022095804600782615 -0.0029985992614083579 -0.019587987953444325 0.073810450821516813 -0.021067691933779172 0.018038390477920826 -0.040131413846398872 0.0046923044906009266 -0.012726275384716591 -8.1068013894113369e-06 -0.051574653257193931 leaf_weight=245.50418607983738 9.6982857733964902 7.2599276872351757 380.68452111259103 9.8011285602115077 5.1759207317372775 51.584433963522315 36.17362625990063 19.318002340849493 7.3446268108673411 5.9163599703460923 6.2983529316261411 16.309089364483956 11.048455136478877 5.2320534866303197 471.98718574154191 52.158033087849617 798.64972147648223 14.575121678644789 leaf_count=4516 125 53 4431 119 87 646 435 249 89 106 82 187 188 72 6077 573 12407 173 internal_value=8.79631e-05 0.00399692 0.00320618 0.00600661 0.00484005 -0.00805803 -0.011785 -0.00109303 -0.0126067 0.0179089 0.0347383 -0.0225628 -0.00722453 -0.000490932 -0.000330012 0.00292852 -0.00197175 -0.0367876 internal_weight=2154.72 500.378 493.118 395.662 385.86 97.4563 87.7581 1654.34 80.81 19.5593 13.643 61.2507 30.3665 1573.53 1568.3 524.145 1044.15 30.8842 internal_count=30615 5896 5843 4637 4518 1206 1081 24719 1074 277 171 797 437 23645 23573 6650 16923 360 is_linear=0 shrinkage=0.05 Tree=254 num_leaves=27 num_cat=0 split_feature=40 33 33 39 19 17 7 31 7 20 11 17 26 18 33 23 31 41 33 7 19 27 10 13 43 32 split_gain=3.48363 5.71187 7.85058 5.00393 6.47592 4.12332 7.05615 5.13271 4.28895 3.78837 2.7766 2.37548 5.37616 5.77033 5.0643 4.72436 9.86749 8.39821 6.47403 4.49223 5.0371 3.92134 11.1354 4.46908 3.72804 1.70454 threshold=1.5000000000000002 0.84005000000000007 0.83395000000000008 0.26155000000000006 0.15155000000000005 1.3957000000000002 1000.0550000000002 0.73325000000000007 12863.275000000003 3684.1200000000003 722.88000000000022 1.4695500000000001 1.5000000000000002 4.5000000000000009 0.9174500000000001 4.5000000000000009 0.72775000000000012 96.325000000000017 0.59215000000000007 37.640000000000008 0.050450000000000009 1.0000000180025095e-35 0.32860000000000006 2.4007000000000001 497.50000000000006 94.405000000000015 decision_type=10 8 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 3 9 -5 8 -7 -8 10 -1 -3 15 19 14 -14 16 18 -18 -2 -13 -21 23 -23 -17 -15 -10 right_child=11 5 -4 4 -6 6 7 -9 25 -11 -12 12 13 24 -16 21 17 -19 -20 20 -22 22 -24 -25 -26 -27 leaf_value=0.012955819174700338 0.033617571821046445 -0.029315005380798273 0.068181666356942991 -0.039950303438613548 0.0088974454918115328 0.046569794732132186 -0.040774833588845733 0.011162446541301729 -0.0051553199276475944 0.047556453929016647 0 -0.039821927711329766 -0.027935392440645815 0.0033733593616317734 0.0090707246683624284 -0.0026274012084660197 0.0052966580297708838 0.043959444370459677 -0.021127685347273904 0.018532780672496148 -0.00095476687435163603 0.037324145777358972 0.0011152661636849722 -0.034735028351686313 -0.010468109755738066 0.030164435920570526 leaf_weight=35.446406719274819 5.733853548532351 25.327948384452611 5.6062754669692358 8.1103520598262531 25.435565785504878 8.7050470707472432 5.8793187635019448 14.321919018402694 5.8737269314005953 10.028413950931279 11.248269126517696 6.005067092832177 54.186619756277651 82.664354212814942 10.375492404564282 608.69621870468836 30.227210728218779 26.334087246563286 26.303687916952185 34.864785207668319 436.32224211841822 21.201264491770416 499.82827558100689 10.076530858408658 114.48995331255719 5.9069212935864925 leaf_count=497 148 355 52 115 336 131 86 122 56 115 241 147 1120 1255 212 7230 772 416 899 378 5402 220 8067 334 1680 53 internal_value=-0.000417302 0.00660598 0.0155131 0.0109086 -0.00358226 -0.00315973 0.0114521 -0.00492768 -0.0120506 0.0215529 -0.0204301 -0.00100085 -0.00323963 -0.00898386 -0.0218644 0.000343292 0.0114009 0.0238353 -0.0104574 -6.65462e-05 0.000512791 -0.00052109 0.0026669 -0.00321353 -0.00465158 0.0131376 internal_weight=2129.2 161.89 84.627 79.0207 33.5459 77.2632 28.9063 20.2012 48.3569 45.4748 36.5762 1967.31 738.909 261.716 64.5621 1228.4 88.5988 56.5613 32.0375 477.192 471.187 1139.8 521.03 618.773 197.154 11.7806 internal_count=30439 2159 1115 1063 451 1044 339 208 705 612 596 28280 10194 4267 1332 18086 2235 1188 1047 5927 5780 15851 8287 7564 2935 109 is_linear=0 shrinkage=0.05 Tree=255 num_leaves=15 num_cat=0 split_feature=31 17 34 10 7 2 0 20 8 34 22 25 42 12 split_gain=2.99977 7.48458 5.50634 5.13804 5.58738 4.72079 3.70804 3.67671 6.75694 5.61574 3.67719 7.06711 3.99618 0.587591 threshold=0.85875000000000012 208.22435000000004 1.4417000000000002 0.088350000000000026 2060.0900000000006 3002.5000000000005 18.500000000000004 8295.7800000000007 4.1300000000000008 63.752400000000002 6004.2900000000009 10800.030000000001 180500.00000000003 80.745000000000019 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 10 10 left_child=6 2 -2 4 -4 -5 7 10 -9 -10 12 -12 -1 -3 right_child=1 13 3 5 -6 -7 -8 8 9 -11 11 -13 -14 -15 leaf_value=0.0012839159319598529 -0.039028719955134336 -0.046735718312192649 -0.027407769857258957 0.0078045587240706668 0.0063035211684989156 -0.027535629271150653 0.028213029883606102 0.027943838026986891 -0.0075310979119403492 -0.036047980730967953 0.041179788882827167 0.0024337688083665159 -0.0039846221190793498 -0.016499936480187865 leaf_weight=793.41593993071001 6.1497738286852828 5.831651524640618 23.031981314066797 398.44667415274307 24.167167453095317 8.6609108942793664 9.7361968513578159 10.310586282052098 105.4647736211773 20.088528814259917 13.862925084307788 58.865058657713234 655.88310239836574 5.1545253219082952 leaf_count=11516 175 92 373 4566 162 384 75 95 1253 211 244 831 10470 55 internal_value=-6.129e-05 0.00345351 0.00446937 0.00515359 -0.0102703 0.00697484 -0.0010594 -0.00125123 -0.00910346 -0.0123821 -0.000541499 0.0103455 -0.00109803 -0.0355269 internal_weight=2139.07 471.443 460.457 454.307 47.1991 407.108 1667.63 1657.89 135.864 125.553 1522.03 72.728 1449.3 10.9862 internal_count=30502 5807 5660 5485 535 4950 24695 24620 1559 1464 23061 1075 21986 147 is_linear=0 shrinkage=0.05 Tree=256 num_leaves=17 num_cat=0 split_feature=14 42 4 43 43 41 5 37 33 36 39 44 12 25 2 5 split_gain=4.00012 12.7846 5.74688 5.34955 10.2936 3.73827 3.27638 6.5931 7.43174 5.51111 3.84883 5.79874 4.04643 3.12206 4.73291 2.58041 threshold=17.885000000000002 86500.000000000015 10003.750000000002 1981.5000000000002 630.50000000000011 36.930000000000007 0.27925000000000005 823.50000000000011 0.60675000000000012 94.795000000000016 0.038350000000000002 33.500000000000007 55.905000000000008 34571.170000000006 499.50000000000006 0.12595000000000003 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 left_child=1 -1 3 4 -3 13 7 9 -9 -7 11 -8 -12 14 -2 -5 right_child=5 2 -4 15 -6 6 10 8 -10 -11 12 -13 -14 -15 -16 -17 leaf_value=0.070203506552716954 -0.046277108755384683 -0.0091001428179233856 0.038223040549721275 -0.033220468026098016 0.034351744481465489 -0.00054708610732085133 0.0077518580493707136 0.0096857795839413487 -0.0053695475737153119 -0.031174946529405719 0.0092558518164300007 -0.011562835368355309 0.00074342881458789494 0.011350381642823107 0.0073246208671146514 0.0031926876358031766 leaf_weight=7.0683902176097027 12.20146287977696 34.840787761495449 9.8824515928281453 14.054394329199569 20.967520168516785 24.766021436080337 53.865216507576406 107.5427214235533 332.78830931754783 36.479552041273564 157.69503390113823 131.44672340061516 1179.5976777321193 5.2421243470162144 5.4133727077860376 6.596142290858551 leaf_count=93 259 1256 203 584 582 308 636 1812 6232 503 2196 1594 13853 69 156 136 internal_value=-0.000103295 0.00995654 0.00421982 -0.00054733 0.0074543 -0.00056942 -0.000334832 -0.00383721 -0.00166762 -0.019078 0.000817401 -0.00591026 0.00175713 -0.0202498 -0.0300271 -0.0217483 internal_weight=2140.45 93.4097 86.3413 76.4588 55.8083 2047.04 2024.18 501.577 440.331 61.2456 1522.6 185.312 1337.29 22.857 17.6148 20.6505 internal_count=30472 2854 2761 2558 1838 27618 27134 8855 8044 811 18279 2230 16049 484 415 720 is_linear=0 shrinkage=0.05 Tree=257 num_leaves=25 num_cat=0 split_feature=8 19 42 31 34 24 45 3 19 20 34 34 5 7 25 32 34 28 5 17 36 25 0 17 split_gain=4.18051 6.13422 4.72261 5.18873 5.73279 5.25716 4.72188 6.38422 5.03963 4.66796 7.99762 15.5143 8.15093 6.22777 7.37442 6.3737 6.79496 5.62859 5.43846 4.78765 4.78074 3.83322 3.50886 0.272982 threshold=22.275000000000002 -0.091499999999999984 195500.00000000003 0.8458500000000001 16.731050000000003 1.5176500000000004 1.5000000000000002 3.5000000000000004 0.27475000000000005 1744.2550000000003 6.6823500000000005 7.2711500000000013 0.52595000000000014 175.21000000000001 23348.450000000004 91.925000000000026 5.9322000000000008 1.5000000000000002 0.43975000000000003 2.2331000000000008 81.715000000000018 4761.5200000000013 1.5000000000000002 inf decision_type=10 8 10 10 10 8 8 8 10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 8 left_child=1 -1 6 5 -5 -4 8 -8 -3 10 17 12 -12 14 23 20 -17 22 -13 -16 -15 -19 -2 -11 right_child=9 2 3 4 -6 -7 7 -9 -10 13 11 18 -14 15 19 16 -18 21 -20 -21 -22 -23 -24 -25 leaf_value=0.03668188691967833 -0.0058498848897559725 -0.004964066998038915 -0.02705988028448866 -0.016120768214294281 0.019462094053007851 0.022127479547624358 0.042262700999825577 -0.020715362770775042 0.037515815115917291 -0.044224460489641709 0.011276724942787177 0.0097597484837683435 0.073605798221665505 0.012687489076508018 -0.014958213055509571 0.018994578642846888 0.00019826655819842333 0.051616756758334284 0.00094078998434663343 0.035661875733090119 -0.010829315850813467 -0.004359681209140427 -0.025906208384160381 -0.024503496763951662 leaf_weight=7.7389833866618574 115.6420821021311 261.07608625665307 62.014453992363997 25.521534723928198 18.728194203227758 5.0905159941175944 11.639160963473843 5.0544990706257513 6.1591434068977824 14.576792262378147 10.187621190212669 275.00373153877445 11.420794438570736 23.362094070762396 11.704615321476011 52.300206997897476 497.37771266628988 5.5776454012375298 481.50693735270761 6.364641435910019 188.27510715532117 5.1658608196303257 26.54793743614573 9.4470664681866783 leaf_count=527 1751 3517 1409 712 272 77 194 86 67 380 184 4919 156 159 186 716 5926 150 6111 87 1846 156 680 263 internal_value=-0.000137497 -0.0047202 -0.00563392 -0.0143206 -0.000852945 -0.022985 -0.0021712 0.0228186 -0.00383015 0.000926573 0.0033364 0.00539464 0.0462395 -0.00186058 -0.0203575 -0.000805965 0.002027 -0.00707039 0.00416187 0.0035449 -0.00816238 0.0261962 -0.00978424 -0.0379584 internal_weight=2137.48 403.023 395.284 111.355 44.2497 67.105 283.929 16.6937 267.235 1734.46 931.053 778.119 21.6084 803.408 42.0931 761.315 549.678 152.934 756.511 18.0693 211.637 10.7435 142.19 24.0239 internal_count=30531 6861 6334 2470 984 1486 3864 280 3584 23670 14107 11370 340 9563 916 8647 6642 2737 11030 273 2005 306 2431 643 is_linear=0 shrinkage=0.05 Tree=258 num_leaves=21 num_cat=0 split_feature=46 20 11 12 39 25 8 34 25 34 37 11 15 41 43 44 31 34 12 19 split_gain=2.77825 5.02967 4.79333 11.3379 5.09461 5.89446 8.11746 3.0204 3.11614 2.7821 2.5128 2.3499 5.02822 4.20107 2.51661 7.03645 2.85012 0.933312 0.3895 0.177837 threshold=-1.0000000180025095e-35 37.565000000000005 110.74500000000002 8.3750000000000018 0.038350000000000002 10763.060000000003 86.77500000000002 32.490750000000006 19000.720000000005 12.752250000000002 3700.5000000000005 20420.335000000003 1.0324500000000001 91.415000000000006 2402.5000000000005 1858.5000000000002 0.78365000000000007 3.7513000000000001 23.515000000000004 0.083050000000000013 decision_type=10 8 10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 10 10 8 left_child=2 17 4 -4 7 6 -6 8 -1 19 -11 14 13 -13 16 -16 -3 -2 -14 -5 right_child=1 11 3 9 5 -7 -8 -9 -10 10 -12 12 18 -15 15 -17 -18 -19 -20 -21 leaf_value=0.0032085603599378808 -0.011593099526603756 -4.744176863841833e-05 0.052796385147770464 -0.044378317354487523 0.018423996181951167 -0.0027268258817055194 0.09367242824845512 -0.024538118677347426 0.039863936462800689 0.012960989149630397 -0.020727186668777885 -0.021503843644111339 -0.02030608940844102 0.004141768441800529 -0.019452047286905076 0.031641520095457738 0.003898377623062034 -0.045322607798580807 -0.046181451928784117 -0.019701060763587963 leaf_weight=23.359713968820873 5.0318431293126178 1122.3918666141108 6.1039999201893798 5.9948555605951714 8.8972779647447187 6.2482117889448991 6.1347733270376912 5.524142784299328 6.9748050123453131 9.323698788648473 10.832196832750922 20.02778450329788 6.9351115691242722 64.950858383672312 36.629982697078958 7.2104641064070156 768.83805513544939 5.5667032332858071 5.6844749259762466 5.0591270285658538 leaf_count=502 141 16650 400 319 116 71 58 110 103 193 328 362 467 881 667 83 8577 142 171 143 internal_value=0.00109409 0.000701588 0.00943631 -0.00433703 0.0184367 0.0372937 0.053373 0.0064022 0.0127995 -0.0169586 -0.00503135 0.000890893 -0.00663151 -0.00202405 0.00127611 -0.0104189 0.00155521 -0.0321202 -0.0348637 -0.0360703 internal_weight=2137.72 2043.27 94.4528 37.3139 57.1389 21.2803 15.0321 35.8587 30.3345 31.2099 20.1559 2032.67 97.5982 84.9786 1935.07 43.8404 1891.23 10.5985 12.6196 11.054 internal_count=30484 28141 2343 1383 960 245 174 715 605 983 521 27858 1881 1243 25977 750 25227 283 638 462 is_linear=0 shrinkage=0.05 Tree=259 num_leaves=21 num_cat=0 split_feature=14 14 36 0 31 30 32 20 31 21 29 20 25 14 22 39 39 29 33 23 split_gain=3.99268 4.04956 6.38363 4.68739 4.29998 3.92783 3.82857 5.33049 7.0127 6.65654 6.2742 4.72271 9.47815 2.9403 3.00389 2.74283 3.11397 3.08668 2.59849 1.00052 threshold=173.92500000000004 155.84500000000003 95.145000000000024 1.0000000180025095e-35 0.65605000000000013 5.5000000000000009 92.705000000000013 4042.5750000000003 0.43985000000000007 1225.9850000000004 14402.000000000002 4146.8600000000006 23348.450000000004 459.95500000000004 4468.5300000000016 1.6674500000000003 0.85910000000000009 3110.1852000000003 0.63475000000000015 10.500000000000002 decision_type=10 8 10 8 8 10 10 10 10 10 10 10 8 10 10 10 8 10 8 10 left_child=1 15 3 5 -4 -3 7 8 10 -10 -2 13 -13 14 -8 16 18 -18 -1 -9 right_child=6 2 4 -5 -6 -7 11 19 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 leaf_value=0.0057624667728456737 -0.034092986304593481 0.03285015743428539 0.073907271274408534 -0.037244061856986942 0.01425714615716445 -0.017194764868799402 -0.03332790050580936 -0.011395143159381449 -0.0016618632897889376 0.043578850856878654 0.017894031953553002 0.056829284992701436 -0.023955843447037023 0.003029366062201745 0.00090984440320833341 0.024706314312031609 0 -0.032489000332960434 -0.0007062631880842172 -0.044005179456977093 leaf_weight=169.09620087046642 13.895462908782067 9.1182852322235721 5.4103731848299477 5.2854019426740697 7.3614319264888772 5.4539478830993167 39.932307195384055 6.039862694218753 15.250859627500178 15.767583245411513 8.5634712558239681 5.1294341823086116 7.8993841800838718 8.4612597990781051 7.1985094957053652 9.9509242922067624 13.776344203623013 13.923615890787913 1773.0109197847778 5.4592001475393772 leaf_count=3037 146 97 61 84 90 51 507 58 172 157 84 65 82 86 87 127 227 212 25027 50 internal_value=-0.000506525 4.8615e-05 0.0172558 -0.000607967 0.0434208 0.0138974 -0.00884403 -3.72096e-05 0.00664503 0.021822 -0.0141397 -0.016991 0.00927656 -0.0232907 -0.0280845 -0.00024103 -0.000382066 -0.0167329 -0.000137792 -0.0295589 internal_weight=2145.98 2012.39 32.6294 19.8576 12.7718 14.5722 133.597 64.9764 53.4774 31.0184 22.4589 68.6209 13.0288 55.5921 47.1308 1979.76 1969.81 27.7 1942.11 11.4991 internal_count=30507 29013 383 232 151 148 1494 667 559 329 230 827 147 680 594 28630 28503 439 28064 108 is_linear=0 shrinkage=0.05 Tree=260 num_leaves=22 num_cat=0 split_feature=8 17 39 17 36 3 7 45 32 25 42 43 0 36 3 7 32 25 37 43 39 split_gain=3.37175 4.51794 4.36399 4.9827 4.53052 4.34189 5.8244 3.68827 3.34696 6.13303 5.53799 4.79511 5.35682 4.74381 7.44592 6.78456 4.35976 3.9566 6.02708 3.42177 2.7338 threshold=27.805000000000003 -22.236499999999996 0.34575000000000006 -1.0560999999999998 96.085000000000022 5.5000000000000009 373.42500000000007 1.5000000000000002 90.615000000000023 999.97500000000014 88500.000000000015 2078.5000000000005 1.0000000180025095e-35 92.325000000000003 3.5000000000000004 675.2750000000002 96.645000000000024 1665.5850000000003 4734.5000000000009 267.50000000000006 0.50175000000000014 decision_type=8 10 10 10 10 10 10 10 8 8 8 10 10 10 10 10 10 8 8 8 10 left_child=1 -1 5 4 -4 7 -7 -3 9 -2 11 16 -13 14 -11 -15 -10 18 -12 -19 -5 right_child=8 2 3 20 -6 6 -8 -9 10 13 17 12 -14 15 -16 -17 -18 19 -20 -21 -22 leaf_value=0.036068019489368872 0.043249362191632723 -0.0059486920877255961 0.035475446367516254 -0.0443773848475775 -0.02327147511822926 -0.015926908557626417 0.01935378067148814 0.015396296035042993 -0.0017782924766999294 -0.0016488230195645251 -0.016076140940368237 -0.018937183776355875 0.025987340049228747 0.015007876770725787 0.024860753302444732 -0.014562761081615978 -0.024883132648205929 -0.00022942505580754942 0.035020085548659895 0.0063531604851192816 -0.0068081111299385299 leaf_weight=6.1065971988718948 6.3741509607061735 336.13628940994386 5.5588546022772771 16.25895061634947 5.5411900286562741 14.97417429438792 42.695728278718889 20.468829505727626 40.169699630932882 324.46392938029021 44.188461049925536 9.317844847217204 17.59504097700119 21.865003621205688 27.826951864175498 126.94615331292152 41.967364493058994 265.21129066566937 5.6142804403789333 754.50536795193329 7.775659594917669 leaf_count=101 93 6190 65 229 86 229 423 529 556 3620 879 67 294 304 303 1401 661 3808 112 10509 145 internal_value=0.000364368 -0.00344478 -0.00407167 -0.0207612 0.00623594 -0.00259761 0.00999249 -0.0046699 0.00139787 -0.00198857 0.00286072 -0.00781036 0.0101331 -0.00265896 0.00049542 -0.0101134 -0.013801 0.00395971 -0.00964167 0.00463769 -0.0331802 internal_weight=2141.56 455.516 449.41 35.1347 11.1 414.275 57.6699 356.605 1686.05 507.476 1178.57 109.05 26.9129 501.102 352.291 148.811 82.1371 1069.52 49.8027 1019.72 24.0346 internal_count=30604 7997 7896 525 151 7371 652 6719 22607 5721 16886 1578 361 5628 3923 1705 1217 15308 991 14317 374 is_linear=0 shrinkage=0.05 Tree=261 num_leaves=28 num_cat=0 split_feature=5 5 17 37 14 29 42 21 21 7 0 5 39 19 14 17 19 44 32 37 27 17 21 33 21 14 21 split_gain=2.10256 5.39741 9.24704 8.49623 8.24229 10.9674 5.95823 7.88697 5.94401 4.5995 4.35355 4.06972 6.95927 4.88443 11.683 4.51584 3.9781 4.12681 3.60532 3.53437 4.25334 3.98976 3.21103 5.88386 4.96087 2.32287 2.75612 threshold=0.13935000000000003 0.084950000000000012 1.9833500000000004 2924.3400000000006 53.405000000000008 2400.4444500000004 97500.000000000015 891.18000000000018 1195.5900000000001 63.250000000000007 1.5000000000000002 0.27925000000000005 0.025450000000000004 -0.43309999999999998 48.255000000000003 2724.4629500000005 -0.84979999999999989 184.50000000000003 80.165000000000006 1960.0000000000002 6.5000000000000009 4.0373500000000009 329.37500000000006 0.7259500000000001 149.16500000000002 91.175000000000026 1371.2550000000003 decision_type=10 8 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 left_child=1 3 4 6 5 -3 9 -8 -4 -1 -6 12 13 -2 -15 16 17 -13 -18 20 -14 -21 24 -24 -5 26 -17 right_child=11 2 8 22 10 -7 7 -9 -10 -11 -12 15 19 14 -16 25 18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 leaf_value=0 -0.01221172115269557 0.044100779738934122 0.081214953892949734 -0.0086329771426673901 -0.01416880170054316 -0.0044270446832876519 -0.0053238452549219419 0.03716106667586954 0.0089467686874352536 0.05489063944391176 0.023396617502952317 -0.0064565012672330576 -0.034535536095832577 -0.0028963816230958336 0.091849062897451803 -0.029445670090686688 -0.013018305316943589 -0.051602609470155963 0.0016060347798956709 -0.0075503749845286603 0 0.01747249148887739 -0.000990632394820247 -0.029782501005827244 0.023311221574341349 -0.041269265721975361 0.010047976498196158 leaf_weight=5.4504517978057292 5.7467582828830954 24.936751069850288 6.6444854876026485 43.494587691267952 39.013978666625917 20.512410338036716 45.673718332080171 13.238535186508669 5.2418665676377723 11.267064944375305 8.5313120912760478 22.230544010177258 23.816303658299148 6.7634223226923478 5.0021587933879346 7.1057344833388933 42.346455850638449 5.8488395977765313 1456.8476417869097 210.07353229890577 13.756518213544039 16.184416922274977 35.544254750246182 35.338696848251857 15.720387348206712 7.9840043261647216 8.6604924332350492 leaf_count=121 144 539 109 1670 518 343 961 261 109 139 172 311 303 166 77 115 371 67 17686 3269 168 293 1077 926 413 80 130 internal_value=0.000118836 0.00391779 0.0130934 -0.000776473 0.00744347 0.0224675 0.0124271 0.00460065 0.0529002 0.037909 -0.00698213 -0.000524192 -0.00604694 0.0235744 0.0410327 0.00047762 0.000823577 -0.0174834 0.00118122 -0.0081136 -0.0221737 -0.00566946 -0.00852651 -0.015629 1.08261e-05 -0.0207018 -0.00814795 internal_weight=2142.98 310.609 104.881 205.728 92.9945 45.4492 75.6298 58.9123 11.8864 16.7175 47.5453 1832.37 281.343 17.5123 11.7656 1551.02 1527.27 28.0794 1499.19 263.831 37.5728 226.258 130.098 70.883 59.215 23.7502 15.7662 internal_count=30538 7358 1790 5568 1572 882 1482 1222 218 260 690 23180 4420 387 243 18760 18435 378 18057 4033 471 3562 4086 2003 2083 325 245 is_linear=0 shrinkage=0.05 Tree=262 num_leaves=29 num_cat=0 split_feature=33 33 35 19 12 11 14 33 3 12 32 33 29 17 42 21 0 29 31 5 17 6 33 17 33 35 36 23 split_gain=2.67281 7.24892 9.00743 7.0767 6.60826 6.45633 6.24612 7.79386 5.45517 5.10841 3.68974 3.67122 5.39971 9.73695 9.65919 9.53473 6.67117 6.34074 6.32947 4.37457 5.54811 5.33416 4.1196 11.1307 6.80944 3.92815 2.29776 2.24873 threshold=0.60015000000000007 0.55205000000000015 1.0000000180025095e-35 0.14965000000000003 75.295000000000016 1810.825 92.985000000000014 0.50375000000000014 1.0000000180025095e-35 59.315000000000005 97.305000000000021 0.85245000000000015 1031.1381000000003 71.520650000000018 117500.00000000001 944.06500000000017 4.5000000000000009 1073.1250000000002 0.93345000000000011 0.24680000000000005 1876.6047000000001 2.5000000000000004 0.67660000000000009 2.0624000000000007 0.79265000000000008 1.5000000000000002 98.155000000000015 5.5000000000000009 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 8 10 10 8 10 10 10 10 left_child=1 4 -3 26 5 8 27 -8 -1 -7 -5 19 14 17 16 -15 -13 -14 -16 22 21 -21 23 -2 -24 -22 -4 -6 right_child=11 2 3 10 6 9 7 -9 -10 -11 -12 12 13 15 18 -17 -18 -19 -20 20 25 -23 24 -25 -26 -27 -28 -29 leaf_value=0.033540251711414233 -0.02518287800367144 0.081127438720306103 -0.033778497833778308 0.011152481878044015 -0.0065809412430184178 -0.013013300383023603 0.020677874010894513 -0.027275326249562217 0.0014418265861489892 0.03083784065850801 0.065017823226225138 0.014496195978078805 0.04179281633603088 0.0093755667224867945 -0.016193988062142697 0.046326686098702274 -0.02607731127139893 0.0010936629583654662 0.035382234126209701 0.0018216488898605493 0.0013365380109563616 -0.010858944048474815 0.0054231693992158308 0.028047318632459229 -0.015829950571840518 -0.036969808055154228 0.0082374410903966865 -0.04457243659246745 leaf_weight=31.76317429728806 67.899361054529436 5.4317817793926251 6.0359325548633951 7.7085296213626844 6.2654796242713955 36.015393389388919 19.603714134078473 13.381990637630222 22.930948061868548 7.0743924055714151 5.5544833596795797 66.844625175697729 8.7236750775482488 70.019417317816988 121.81391893269029 22.850042192731053 10.898614841513334 656.08631708868779 5.2725011720322064 648.99448834452778 10.325843499507757 94.045704378979281 87.77940919296816 10.518013801891355 64.336128486087546 16.511711050989106 5.1826720850076526 13.817135588731615 leaf_count=360 1332 111 86 102 99 1023 279 188 419 129 92 1094 125 1072 2483 281 197 8426 110 7415 178 1451 1467 266 1151 232 78 210 internal_value=0.000219826 0.00602178 0.0280894 0.0134036 0.00145676 0.00916843 -0.0125671 0.000846459 0.02044 -0.00516436 0.0370385 -0.000314724 0.00188586 0.0038366 -0.00528936 0.0189171 0.00848587 0.0016972 -0.0137557 -0.0024367 -0.000616572 0.000197524 -0.00846461 -0.017717 -0.0035777 -0.0225331 -0.0148735 -0.0338312 internal_weight=2143.69 180.766 29.9134 24.4816 150.852 97.7839 53.0683 32.9857 54.6941 43.0898 13.263 1962.92 962.509 757.679 204.83 92.8695 77.7432 664.81 127.086 1000.41 769.878 743.04 230.533 78.4174 152.116 26.8376 11.2186 20.0826 internal_count=30456 3176 469 358 2707 1931 776 467 779 1152 194 27280 13788 9904 3884 1353 1291 8551 2593 13492 9276 8866 4216 1598 2618 410 164 309 is_linear=0 shrinkage=0.05 Tree=263 num_leaves=17 num_cat=0 split_feature=34 36 4 4 3 26 17 17 3 6 44 11 7 26 17 21 split_gain=6.12973 5.60594 4.43604 7.45875 5.15512 5.76362 4.53108 4.33527 4.20088 7.80913 6.86785 4.05092 2.90818 2.51141 0.88902 0.415316 threshold=157.85725000000005 88.375000000000014 1999.9350000000002 1399.8300000000002 1.0000000180025095e-35 12.500000000000002 10.440500000000002 -0.15994999999999995 3.5000000000000004 17.500000000000004 632.50000000000011 17503.890000000003 10895.360000000002 5.5000000000000009 0.52010000000000012 153.79500000000004 decision_type=8 8 10 8 10 10 8 8 10 8 10 10 10 10 10 8 left_child=2 12 3 8 7 6 -6 -4 9 -1 -10 -9 -2 15 -3 -5 right_child=1 14 4 13 5 -7 -8 11 10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.00092998544475400785 0.02699010952181052 -0.020738449013975334 -0.0243952746161782 -0.020266693411914633 -0.029458740823966902 0.03580366218598191 0.01331003895879411 0.017656135481424803 0.0095668943439977047 0.055692682037309274 -0.015558942654908646 -0.015372790527040582 -0.014417093483008254 0 -0.047797180718802873 -0.047912481108434657 leaf_weight=1674.8404123728396 6.0259199645370236 8.8264662772417086 6.4012920770328492 5.1642187994439164 20.977032103925012 5.0584724182263008 7.7615332251880345 114.39626444969326 209.85639749886468 5.1093203611671916 30.175865842960775 9.1772996402578411 9.6373171433806402 5.3656336290296158 10.724444472230969 9.2068886341294274 leaf_count=22023 65 96 130 158 1105 203 259 2178 2809 38 385 333 75 185 131 246 internal_value=0.000154575 -0.0202382 0.000507797 -0.000158655 0.00838467 -0.00873304 -0.0176807 0.0129066 0.000160811 -0.000721772 0.00633599 0.0150594 0.00187666 -0.0299863 -0.0374281 -0.0402681 internal_weight=2138.7 35.2141 2103.49 1939.72 163.772 33.797 28.7386 129.975 1919.98 1679.95 240.032 123.574 15.6632 19.7367 19.5509 14.3711 internal_count=30419 367 30052 25844 4208 1567 1364 2641 25255 22061 3194 2511 140 589 227 404 is_linear=0 shrinkage=0.05 Tree=264 num_leaves=20 num_cat=0 split_feature=5 39 20 3 30 36 34 8 0 29 5 37 42 39 21 21 43 18 41 split_gain=3.45271 5.0944 4.61258 7.62084 12.3539 11.9027 6.78885 6.42642 4.94224 4.26033 4.24002 4.19097 3.8609 3.60554 3.18853 2.9223 2.65354 2.48005 0.201732 threshold=1.1013500000000003 1.6674500000000003 594.82500000000016 1.0000000180025095e-35 4.5000000000000009 94.205000000000013 26.632750000000005 178.99500000000003 1.0000000180025095e-35 8702.2727500000019 1.0505500000000001 8205.0000000000018 89500.000000000015 0.90195000000000014 71.660000000000011 1820.8750000000002 109.50000000000001 10.500000000000002 86.510000000000005 decision_type=10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 10 6 7 5 -5 16 8 -4 -6 13 12 -12 14 -1 -9 -2 -15 -8 right_child=2 -3 3 4 9 -7 18 15 -10 -11 11 -13 -14 17 -16 -17 -18 -19 -20 leaf_value=-0.0079678681959201563 0.032018878506631147 0.036766104896074174 0.017927012766960525 0.067443042535290626 -0.0089443974608404194 -0.01896634020981176 -0.02207622149420712 -0.01062960688127901 0.052704897849724666 -0.0420678117631655 0.0040310612428736577 0.015963534391146009 -0.037936618957264329 -0.033495606084966809 7.5649177217197155e-05 0.010299235986677957 -0.013111908754383773 0.002444307106863801 -0.048494478381460648 leaf_weight=131.74926412035711 6.1628077179193514 7.9345495970919719 64.335450895130634 8.6991634424775821 39.471231209114194 6.0395819656550875 5.0404118467122299 24.063562799245119 12.061894185841082 12.537828860804437 6.921676907688382 6.2226070873439303 19.764617203734815 13.013176240259783 1698.9088558783988 48.414745524525642 5.0058266911655664 6.7284634336829177 6.8242950737476349 leaf_count=3651 66 102 422 83 462 63 55 197 114 151 65 61 182 239 23729 434 60 99 76 internal_value=-0.000167763 -0.00088606 0.00548349 0.00778467 -0.00613853 0.0327616 -0.0152782 0.0140597 0.0240925 -0.0176667 -0.00106677 -0.0185942 -0.0271183 -0.000742477 -0.000504533 0.0032325 0.011965 -0.021478 -0.0402485 internal_weight=2129.9 1891.24 238.657 215.623 66.7478 14.7387 23.0333 148.876 76.3973 52.0091 1883.31 32.9089 26.6863 1850.4 1830.66 72.4783 11.1686 19.7416 11.8647 internal_count=30311 28128 2183 1926 759 146 257 1167 536 613 28026 308 247 27718 27380 631 126 338 131 is_linear=0 shrinkage=0.05 Tree=265 num_leaves=22 num_cat=0 split_feature=19 3 10 20 33 44 13 12 13 32 42 33 14 7 7 39 14 13 31 7 11 split_gain=2.85766 5.5624 5.89182 6.82317 6.78607 5.84952 5.25484 4.43574 16.5483 6.55231 4.23828 4.18842 3.33151 3.27598 5.25177 2.81516 2.53582 4.02001 3.05966 2.68131 0.37689 threshold=-0.027649999999999997 1.5000000000000002 -1.0000000180025095e-35 649.22500000000014 0.91335000000000011 787.50000000000011 1.0191500000000002 77.245000000000019 1.1213500000000003 97.335000000000022 132500.00000000003 0.88205000000000011 87.985000000000014 2919.4550000000004 5201.3450000000003 0.093650000000000025 2.8250000000000006 1.0141500000000001 0.93925000000000014 553.56500000000017 3637.7150000000006 decision_type=8 10 10 10 10 10 10 10 8 10 10 10 8 10 8 10 10 8 10 10 8 left_child=1 2 3 4 -1 -5 16 8 -4 -9 13 -12 20 15 -15 -3 19 18 -18 -2 -8 right_child=6 10 7 5 -6 -7 12 9 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 leaf_value=0.04720970704457212 -0.044705547595873377 -0.027595301359932534 0.069191998041534017 -0.018449655584239517 -0.016262729132060082 0.0299451409799333 -0.046198528749928691 0.014360169241731306 0.010799563486168158 -0.020750323523134766 -0.044812289502174252 0 0.0038358691067039564 0.053401477149704613 -0.0061756979170878067 0.012995575171893231 -1.3107705144297941e-05 0.035446191578994798 -0.012525969451553967 0.00082976259988231716 -0.021781377052793469 leaf_weight=10.225880196783693 5.6046443278901261 10.157315451418986 14.239246083656326 46.388453735038638 5.9421893795952192 6.2061972469091407 7.8575166631489965 45.115437571424991 63.889884526259266 17.627697402611375 11.880603087949568 8.8144378252327424 6.7711394731886712 5.4883025458548191 7.889450134243817 5.9642317688558242 1782.1529826944461 6.8713570219697422 49.255121263908222 5.8519332001451403 7.344001100398601 leaf_count=105 250 348 156 496 166 54 278 523 2244 307 193 402 163 81 98 118 23051 293 570 96 401 internal_value=2.39971e-05 0.00492947 0.00851935 -0.00338918 0.0240022 -0.0121936 -0.000656576 0.0143503 0.0222449 0.00424665 -0.00983942 -0.0266385 -0.0244264 0.00226894 0.0199326 -0.0124046 -0.000358472 -0.000203263 -0.000359018 -0.0228457 -0.0367835 internal_weight=2131.54 259.829 209.635 68.7627 16.1681 52.5947 1871.71 140.872 78.1291 62.7431 50.1943 20.695 21.9727 29.4993 13.3778 16.1215 1849.74 1838.28 1831.41 11.4566 15.2015 internal_count=30393 5291 4051 821 271 550 25102 3230 2400 830 1240 595 842 645 179 466 24260 23914 23621 346 679 is_linear=0 shrinkage=0.05 Tree=266 num_leaves=15 num_cat=0 split_feature=14 31 44 18 44 18 33 20 4 32 7 12 8 12 split_gain=5.50271 3.53828 4.45123 5.00527 9.9754 6.04651 4.89001 4.87848 3.5714 3.48498 3.33831 2.52494 2.90463 0.642727 threshold=1.135 0.43385000000000007 85.500000000000014 1.5000000000000002 138.50000000000003 2.5000000000000004 0.33510000000000006 1493.9550000000002 3152.2000000000003 99.535000000000011 7552.1800000000012 76.745000000000019 64.27500000000002 147.06000000000003 decision_type=8 8 10 10 10 10 10 10 10 10 10 10 10 10 left_child=-1 8 6 4 -4 -5 -3 -8 9 10 -2 12 -10 -13 right_child=1 2 3 5 -6 -7 7 -9 11 -11 -12 13 -14 -15 leaf_value=-0.041069893370666286 -0.0059438891398246197 -0.030275940318186974 -0.026096144214423092 -0.020904120210777231 0.015779766717516307 -0.0015911721628644893 0.0063814247816792683 -0.0018870197446891749 -0.026463707528141301 -0.036271389320651388 0.0078743630500575489 -0.0479458488119235 0.019258869989771443 -0.018526694148532263 leaf_weight=7.1145595086272806 156.77580371953081 9.5334636720363033 15.948747619870117 41.581962671596557 87.186814090120606 876.2272932754131 609.08411152882036 250.41300190775655 6.3866444283630717 6.772221890219952 59.288734215311706 7.2557055796496552 5.5143334227614105 5.9103713892400265 leaf_count=231 2758 234 406 721 1815 10851 9110 3066 255 167 614 143 115 98 internal_value=2.37997e-05 0.000182029 0.000921845 -0.00131288 0.0090677 -0.0024934 0.00355145 0.00396722 -0.00541915 -0.00332821 -0.00211028 -0.0229743 -0.00503987 -0.0373324 internal_weight=2144.99 2137.88 1889.98 1020.94 103.136 917.809 869.031 859.497 247.904 222.837 216.065 25.0671 11.901 13.1661 internal_count=30584 30353 26203 13793 2221 11572 12410 12176 4150 3539 3372 611 370 241 is_linear=0 shrinkage=0.05 Tree=267 num_leaves=20 num_cat=0 split_feature=14 0 10 4 36 33 44 29 11 37 37 8 20 19 23 45 6 36 19 split_gain=2.74895 6.50207 5.60994 4.9563 4.8079 2.93875 2.83333 5.83538 7.47118 5.1951 6.24627 6.84344 5.99293 6.08216 5.69313 5.10339 9.44464 6.70286 0.748507 threshold=124.68500000000002 4.5000000000000009 1.5895500000000002 885.21000000000015 96.375000000000014 0.8720500000000001 365.50000000000006 211.06740000000002 962.71000000000015 5950.0000000000009 1048.5000000000002 126.59000000000002 1526.6000000000001 0.046750000000000007 4.5000000000000009 1.0000000180025095e-35 6.5000000000000009 99.405000000000015 0.10425000000000002 decision_type=10 10 10 10 10 10 8 10 10 8 10 10 8 8 10 10 10 10 8 left_child=6 2 3 4 -2 -3 7 8 -1 10 11 -8 -11 -14 -12 17 -17 -9 -5 right_child=1 5 -4 18 -6 -7 9 15 -10 12 14 -13 13 -15 -16 16 -18 -19 -20 leaf_value=-0.046914262943203056 -0.0060064390687107972 -0.046791126715818948 0.04500940759809291 -0.045587691365621019 0.0098099062479758796 -0.0014461130762659915 0.012354444370094897 0.0017229884080732867 0.017561679155359968 -0.023158571938108202 0.029691166829291873 0.068908096363707746 0.058892710164067809 0.013798486079862966 -0.00054001970231851279 -0.0090355462904283569 0.037397665488028052 0.037014428190773337 -0.014091757189153471 leaf_weight=12.792151499539616 159.89978090114892 11.243138159625234 5.2458087606355539 6.1177287003956717 67.416096424683928 5.465881807729601 38.52256167633459 1249.6689347188221 5.8853440755046895 5.3462719422532237 15.37954840029124 5.4510904401540747 11.216885413276032 22.648828874109313 311.51591722713783 192.26272151840385 10.597202871926127 12.621530887030529 5.0845723045058548 leaf_count=229 1638 173 61 141 793 53 396 17872 165 140 293 35 191 266 3839 3864 122 283 67 internal_value=0.000913077 -0.00388798 -0.00173384 -0.00296638 -0.00127139 -0.0331594 0.00157772 0.000555906 -0.0264836 0.00525251 0.00337585 0.0208525 0.0223524 0.0301386 0.00095324 0.000921839 -0.00641384 0.00210884 -0.0340283 internal_weight=2154.38 260.473 243.764 238.518 227.316 16.709 1893.91 1483.83 18.6775 410.081 370.869 43.9737 39.212 33.8657 326.895 1465.15 202.86 1262.29 11.2023 internal_count=30621 2926 2700 2639 2431 226 27695 22535 394 5160 4563 431 597 457 4132 22141 3986 18155 208 is_linear=0 shrinkage=0.05 Tree=268 num_leaves=25 num_cat=0 split_feature=15 26 13 37 32 17 23 0 7 3 3 43 20 25 20 32 37 20 11 0 24 23 34 19 split_gain=2.96722 4.82763 8.74757 5.0067 4.54588 3.72504 2.95329 2.82865 5.42866 4.26531 8.76901 8.00359 6.39017 4.94794 4.10739 3.97487 3.84042 2.39807 2.79912 2.35999 2.06328 1.94282 1.10438 0.569545 threshold=12.078200000000001 2.5000000000000004 1.1180500000000002 2650.0000000000005 95.085000000000022 1.1179500000000002 10.500000000000002 7.5000000000000009 6249.5650000000014 3.5000000000000004 2.5000000000000004 2210.5000000000005 12997.160000000002 999.06500000000017 309.36500000000007 86.955000000000013 3830.0000000000005 489.98000000000008 416.49500000000006 18.500000000000004 3020.6250000000005 8.5000000000000018 8.5359000000000016 -0.69379999999999986 decision_type=8 10 10 10 8 8 10 10 10 10 10 10 8 10 10 10 10 10 8 10 8 10 8 8 left_child=7 4 3 22 17 -5 23 9 14 10 13 12 -11 -1 -9 -12 -13 21 -19 -16 -8 -2 -3 -6 right_child=1 2 -4 5 6 -7 20 8 -10 11 15 16 -14 -15 19 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.023109580180246697 0.033554924281776331 0.05630971627571936 -0.044575540896450626 -0.019199897155651801 -0.018504437624904675 0.020624685461674962 -0.028100937649792199 0.014997011906828065 0.024757368460858187 0.0088405634658911582 -0.048481649743069455 -0.029354027533705349 0.059402019457741539 0.00070851538093177902 -0.032764168803902975 -0.01263896430965619 0.016181099936428783 -0.034809528225415214 0.010045972315052522 -0.0016274265604793977 0.011873315322600927 -0.0031936167297587966 0.017718035478492402 -0.046315227726005888 leaf_weight=21.081322794547305 5.2272899323143083 5.7777521708048853 6.3597542282659552 10.489490035921337 5.0099943564273417 10.984381644986568 5.214372855145486 6.6758628170937291 7.6337273241952053 183.87522792932577 8.3532122541218978 19.165546959498901 5.559376848395913 1697.4290471309796 26.347823889460415 60.108241508714855 5.1499265622114754 7.4330523186363253 5.0730435145087549 8.4098950540646893 5.6668531089089811 7.6415500089060515 5.0338280051946649 15.760224098223263 leaf_count=407 183 175 374 445 218 429 157 62 67 2426 138 316 51 21849 389 1371 103 157 175 70 101 126 110 658 internal_value=-0.000200629 -0.00876211 0.00471868 0.0156266 -0.0179077 0.000960096 -0.0302571 0.000200607 -0.0115341 0.000496514 -0.000300749 0.00715536 0.0106548 0.000400156 -0.0187641 -0.0177192 -0.0192541 -0.001751 -0.0168473 -0.0256264 -0.00761471 0.0127162 0.0417862 -0.0409948 internal_weight=2145.46 95.6716 38.6452 32.2855 57.0264 21.4739 31.6514 2049.79 49.0673 2000.72 1786.97 213.75 189.435 1718.51 41.4336 68.4615 24.3155 25.3749 12.5061 34.7577 10.8812 12.8688 10.8116 20.7702 internal_count=30557 3308 1533 1159 1775 874 1134 27249 588 26661 23765 2896 2477 22256 521 1509 419 641 332 459 258 309 285 876 is_linear=0 shrinkage=0.05 Tree=269 num_leaves=30 num_cat=0 split_feature=43 7 7 25 29 7 19 25 8 8 44 5 17 17 33 42 34 25 14 1 25 17 17 36 43 41 14 14 13 split_gain=3.13156 5.2277 8.99338 9.93225 7.01111 8.26655 6.42509 8.12232 5.45515 5.08611 5.01511 5.69049 6.16804 6.24555 5.93805 5.80631 13.363 5.01486 4.57276 4.51181 3.69672 7.01989 4.95359 3.29976 2.96137 4.31283 0.786134 0.477194 0.0839717 threshold=102.50000000000001 1386.5650000000003 927.65500000000009 6999.6450000000013 674.0408000000001 623.41000000000008 0.26965000000000006 6919.2300000000005 52.755000000000003 28.350000000000005 25.500000000000004 0.41990000000000005 1.9534000000000002 3.7792000000000008 0.80805000000000016 183500.00000000003 57.972450000000002 4530.9900000000007 70.035000000000011 1.5000000000000002 4694.1000000000013 18.825150000000004 6737.3501000000006 90.515000000000015 2188.5000000000005 64.010000000000005 161.26000000000002 75.535000000000011 1.6898000000000002 decision_type=10 10 8 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 8 left_child=1 2 4 17 8 -6 7 18 -1 -9 11 12 14 -14 -2 16 -13 -4 -3 20 21 -12 -22 -8 25 -21 -25 -17 -26 right_child=10 6 3 -5 5 -7 23 9 -10 -11 19 15 13 -15 -16 27 -18 -19 -20 24 22 -23 -24 26 28 -27 -28 -29 -30 leaf_value=0.010895543046582818 -0.030700882790229058 -0.024155400446336711 0.02608551937687344 0.08273751268312686 0.007303711634021659 -0.020426414346306033 0.0085520678516500716 -0.016374647310010152 0.065528857348094743 0.013850225993333324 -0.0049202534788926559 -0.02371267779373689 0.056440460666702164 -0.0051416518753055647 0.0085712697953658611 -0.026079545146630929 0.041312599999243957 -0.014132835513980488 -0.00074296873842415276 -0.043676993379652224 0.0024940803024706493 0.014902369264737087 -0.035242258303215132 -0.048392766563065147 -0.044703707280530733 0.00051647300796171347 -0.022042426711800452 -0.044738348031855363 -0.021137897436544886 leaf_weight=14.940249977400528 16.3749280750053 33.117671707179397 38.514563182601705 6.158423386514186 85.956303445040248 37.868319205008447 5.0298510231077698 14.961604594253004 6.1541371243074527 107.74724297598004 465.73449162393808 28.87093445379287 7.7530934414826316 7.2284508389420807 20.55122826283332 16.390671201981608 9.7324207210913283 8.7863587671890837 55.017944710329175 5.7229818415362379 1016.3493078728206 48.32353338599205 7.7592629464343181 7.3554853601381156 5.918544010142794 29.568816727725789 11.170207090675834 13.897210869938133 5.1150030971039087 leaf_count=302 449 515 507 77 1471 574 58 193 69 1267 6978 451 136 150 664 269 115 119 651 326 12086 713 100 109 272 1285 142 169 263 internal_value=0.000173111 0.00396836 0.00992265 0.0272629 0.00334873 -0.00123242 -0.00107041 0.00171854 0.0293052 0.010022 -0.000788899 -0.0105661 0.0018526 0.0279523 -0.00906246 -0.0198874 -0.00656348 0.0183733 -0.00976877 -3.41562e-05 0.000430259 -0.00302182 0.00216919 -0.0252912 -0.0152433 -0.00751827 -0.0347033 -0.035957 -0.0368589 internal_weight=2138.07 432.778 198.378 53.4593 144.919 123.825 234.4 210.844 21.0944 122.709 1705.29 120.799 51.9077 14.9815 36.9262 68.8912 38.6034 47.3009 88.1356 1584.49 1538.17 514.058 1024.11 23.5555 46.3253 35.2918 18.5257 30.2879 11.0335 internal_count=30480 6054 3119 703 2416 2045 2935 2626 371 1460 24426 2403 1399 286 1113 1004 566 626 1166 22023 19877 7691 12186 309 2146 1611 251 438 535 is_linear=0 shrinkage=0.05 Tree=270 num_leaves=14 num_cat=0 split_feature=34 32 31 34 36 33 44 36 33 37 35 17 37 split_gain=3.18157 7.02612 3.45956 3.582 3.30794 7.74914 6.03352 3.27956 3.72064 3.54748 3.10893 3.09419 1.9424 threshold=242.07335000000003 83.945000000000007 0.25140000000000007 157.85725000000005 97.365000000000023 0.55205000000000015 693.50000000000011 91.815000000000012 0.86315000000000008 3110.0000000000005 1.0000000180025095e-35 0.14325000000000002 10050.000000000002 decision_type=8 10 8 10 10 10 10 10 10 10 10 10 8 left_child=2 -2 7 4 6 -6 -4 8 -1 -10 -9 -12 -5 right_child=1 -3 3 12 5 -7 -8 10 9 -11 11 -13 -14 leaf_value=0.028972214185094037 0.06322207766585114 -0.005578366314583025 0.0026004723996302646 -0.036478372706533431 -0.017824131370234617 -0.00026947322377845383 -0.0097701764691111442 0.0059165707336702109 0.0071586500168314242 -0.015994936941018844 -0.0028499366896610808 -0.044611578424763536 -2.6477773097397813e-05 leaf_weight=6.9641790483146897 5.3185892924666396 8.358733816072343 1423.8865204318427 9.0855933409184182 73.608412796165794 403.58068077557255 104.78210117237177 6.3761484241113093 25.880160149652511 41.759693436091766 6.78473557380494 14.504325891612096 6.1673649102449426 leaf_count=95 38 87 19193 107 1528 6593 1182 187 323 677 124 274 69 internal_value=0.000119827 0.0233195 -3.81624e-05 0.000415367 0.000606926 -0.00301942 0.00174343 -0.00896675 -0.00331693 -0.00708791 -0.0233808 -0.0322516 -0.0229556 internal_weight=2137.06 13.6773 2123.38 2021.11 2005.86 477.189 1528.67 102.269 74.604 67.6399 27.6652 21.2891 15.253 internal_count=30477 125 30352 28672 28496 8121 20375 1680 1095 1000 585 398 176 is_linear=0 shrinkage=0.05 Tree=271 num_leaves=19 num_cat=0 split_feature=11 0 43 43 5 14 20 40 25 11 44 20 34 5 13 45 4 12 split_gain=4.08468 5.05038 6.54905 6.15871 5.00806 6.14472 4.16894 4.93446 4.27219 4.12231 4.10612 3.35434 5.80248 6.19458 2.98318 5.16837 4.3435 1.99155 threshold=318.5800000000001 5.5000000000000009 2140.5000000000005 641.50000000000011 0.91505000000000014 78.00500000000001 207.27000000000001 3.5000000000000004 999.06500000000017 300.02500000000003 64.500000000000014 141.91000000000003 9.3609000000000027 0.50005000000000011 1.1866500000000004 1.0000000180025095e-35 759.61500000000012 32.580000000000005 decision_type=10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 left_child=9 4 3 -3 6 -6 7 -2 -8 11 -11 12 17 -14 16 -16 -13 -1 right_child=1 2 -4 -5 5 -7 8 -9 -10 10 -12 14 13 -15 15 -17 -18 -19 leaf_value=-0.02547839730802029 -0.041289510638329571 0.0044108371446556528 -0.015915764087062696 0.071230634089176556 -0.0091948281345625056 0.06149586526904486 -0.03079921752555034 -0.0062015295652713687 -0.0019153389840564168 0 0.060481327962721279 0.0016163215769265508 0.057735901994096783 0.0042016144030806056 0.02401738176479834 -0.011928704992325444 -0.011267472709200225 0.0060843389966746351 leaf_weight=5.5283370548859239 14.034714376262853 6.7003784696571511 6.8719789661699933 6.8553908476606011 5.0780399888753873 5.6787014324218035 12.012616938794961 32.75232318462804 945.49748263729271 5.3847591006197018 5.0287502529099584 938.62952556367964 11.093274289742114 10.464629165828226 32.998300132574514 13.239895552163942 69.266093341633677 20.112653886899356 leaf_count=102 815 156 174 124 45 60 266 689 15606 86 78 9342 151 101 780 397 1341 290 internal_value=0.00010396 -0.00215217 0.0218512 0.0411184 -0.00266119 0.0297554 -0.00304262 -0.0174753 -0.00231468 0.00220986 0.0321371 0.00189346 0.0148035 0.0333092 0.00129719 0.0135841 0.000715656 -0.001234 internal_weight=2147.23 1035.48 20.4277 13.5558 1015.05 10.7567 1004.3 46.787 957.51 1111.75 10.4135 1101.33 47.1989 21.5579 1054.13 46.2382 1007.9 25.641 internal_count=30603 17935 454 280 17481 105 17376 1504 15872 12668 164 12504 644 252 11860 1177 10683 392 is_linear=0 shrinkage=0.05 Tree=272 num_leaves=12 num_cat=0 split_feature=24 14 32 43 26 9 22 22 36 22 35 split_gain=3.47141 4.16479 4.52317 3.68707 3.99481 3.39162 2.6507 2.67622 7.84216 6.38775 0.145732 threshold=15.689500000000001 68.125000000000014 97.715000000000018 704.50000000000011 2.5000000000000004 10.500000000000002 41922.92500000001 1038.3650000000002 1.0000000180025095e-35 879.71500000000015 2.5000000000000004 decision_type=10 10 10 10 10 8 8 10 10 10 10 left_child=5 2 -2 10 -5 6 7 9 -9 -1 -3 right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 -12 leaf_value=0.00029554659070377262 0.037390153019927659 -0.023984861070100821 -0.021444797331968354 0.02442514525615196 -0.027476603960434096 -0.033350491937319086 -0.029587950493561145 -0.025752662275955348 0.008679985323053958 -0.033745026410643378 -0.047932917729578722 leaf_weight=1854.822597321705 6.0163999544456583 5.8293920722790089 5.1146957646124065 5.7166562974452955 7.230363535694778 6.4005445197690269 6.2638931265100828 16.981167300138623 201.65197200968396 12.884164671762845 8.9492492745630425 leaf_count=25152 113 109 132 80 124 180 81 333 3665 344 192 internal_value=0.000148494 -0.0144661 0.0104043 -0.0246395 -0.00409314 0.000428179 0.000549765 0.000656776 0.00587777 4.01136e-05 -0.0409223 internal_weight=2137.86 38.8568 11.1311 27.7257 12.947 2099 2092.6 2086.34 218.633 1867.71 14.7786 internal_count=30505 750 245 505 204 29755 29575 29494 3998 25496 301 is_linear=0 shrinkage=0.05 Tree=273 num_leaves=20 num_cat=0 split_feature=36 17 33 44 46 42 36 31 11 33 36 33 29 29 36 44 17 33 7 split_gain=4.05854 6.68727 5.96724 6.20869 5.36504 4.14867 4.12991 5.9666 4.16023 4.08315 3.75229 7.44863 9.42106 4.61502 4.33237 7.9731 4.08716 3.741 2.68019 threshold=98.325000000000003 29.055150000000005 0.58325000000000016 24.500000000000004 89.615000000000009 196500.00000000003 98.425000000000026 0.8327500000000001 6685.2850000000008 0.38795000000000007 97.705000000000013 0.60675000000000012 1700.2778000000001 211.06740000000002 98.085000000000022 408.50000000000006 345.31200000000007 0.85885000000000011 764.81000000000006 decision_type=10 8 10 10 8 10 10 10 10 8 10 8 10 10 10 10 8 10 10 left_child=4 2 3 -2 10 18 7 -4 -8 -5 11 12 -1 -13 16 -16 -12 -7 -3 right_child=1 5 6 9 -6 17 8 -9 -10 -11 14 13 -14 -15 15 -17 -18 -19 -20 leaf_value=0.031113950237645308 0.026511667127471491 0.020293262106016438 0.007445180197943599 0 -0.041871425031051068 -0.021257938041900307 -0.0044430524443709258 0.045852236668216584 0.015572457405640568 -0.040832937827499867 -0.020335196168119789 -0.028345730526079811 0 -0.0010776206909460118 -0.0098302853175323609 0.016133104386922389 0.021190879962717308 0.030802585182595012 0.072199688725923847 leaf_weight=40.034010279923677 5.7275867179268998 6.1594461628701538 39.54943018371705 8.9127311455085891 7.2007868960499755 5.2859854688867927 91.584255321417004 13.059316826285793 35.028520563966595 17.317577690118924 70.696573562687263 14.693241706350817 59.145906240679324 1564.1061955380719 99.908912067301571 40.77461932215374 5.5403590730857095 6.6152860382571816 5.8673936333507299 leaf_count=614 124 143 587 236 189 139 1489 131 832 413 1144 299 891 20724 1666 506 112 103 93 internal_value=-0.000725753 0.00545327 0.00252382 -0.0170139 -0.0014946 0.0299684 0.00611051 0.0177499 0.00113387 -0.0273263 -0.00131652 -0.00051139 0.0127053 -0.00135234 -0.0074907 -0.00220921 -0.0170174 0.00743674 0.0495985 internal_weight=2137.21 235.108 211.179 31.9579 1902.1 23.9281 179.222 52.6087 126.613 26.2303 1894.9 1677.98 99.1799 1578.8 216.92 140.684 76.2369 11.9013 12.0268 internal_count=30435 4290 3812 773 26145 478 3039 718 2321 649 25956 22528 1505 21023 3428 2172 1256 242 236 is_linear=0 shrinkage=0.05 Tree=274 num_leaves=25 num_cat=0 split_feature=20 31 31 8 14 14 14 32 23 20 33 21 37 32 6 32 33 5 20 39 37 14 12 34 split_gain=2.94159 4.02437 7.04689 6.35838 5.82356 5.46099 4.2768 3.99616 6.15656 6.02726 5.96307 8.52227 10.4386 5.93164 4.99218 4.76448 3.75275 3.37989 4.75087 3.3827 3.03565 3.46373 2.70465 0.472338 threshold=3760.3850000000007 0.42235000000000006 0.68625000000000014 260.69000000000005 115.60000000000001 167.13500000000002 40.360000000000007 98.045000000000016 3.5000000000000004 3535.1650000000004 0.50525000000000009 3715.9450000000002 7300.0000000000009 99.925000000000026 1.0000000180025095e-35 96.495000000000019 0.35495000000000004 1.1309000000000002 15781.460000000001 0.46365000000000006 2550.0000000000005 77.035000000000011 41.555000000000007 34.747700000000009 decision_type=10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 left_child=7 3 4 -2 6 -6 -3 8 20 15 16 12 -12 -13 -11 -10 -9 19 -19 -4 21 -1 -18 -22 right_child=1 2 17 -5 5 -7 -8 10 9 14 11 13 -14 -15 -16 -17 22 18 -20 -21 23 -23 -24 -25 leaf_value=-0.029278777752284674 0.050183921945629553 0.00053484796302538413 -0.00196016475037872 -0.017505322753612693 0.031366803024405969 -0.023202173174994956 -0.043009189245430589 0.013544206024172304 0.0011663877857447534 0.048847042101782895 0.0082096376206796853 0.012098244350228948 -0.015067962576699283 0.053549617300137992 -0.0072568138991281374 -0.0071985610219163429 -0.0053595418602409009 0.0218538992617614 -0.01504067336575456 -0.01753333987905652 -0.047244107277602448 0.023696347221500311 -0.042007686081205503 -0.019033422188804064 leaf_weight=5.2717954576946813 7.5768046483863127 6.8477799905231214 388.10024138528388 5.0105202440172434 7.5856230354402214 8.8124189544469136 25.472755947383121 6.9055080115795162 940.28188055660576 10.349571112543343 294.84429879521485 22.350760043947957 56.462352390866727 14.427908367710186 5.5197812467813483 206.7380595196737 9.4733068301575276 29.653153562918305 11.220640677958725 37.526879691984504 8.8867812671232933 5.0437986049801111 11.683474344667045 5.0730195655487487 leaf_count=134 83 158 4462 44 70 93 403 215 12306 90 4944 349 1450 243 104 3315 298 226 72 501 354 71 237 164 internal_value=-2.50728e-05 -0.00326142 -0.00397091 0.0235662 -0.0218779 0.00210565 -0.0338942 0.00103858 -0.000436415 8.98408e-05 0.0052493 0.0068792 0.0044221 0.0294786 0.0297629 -0.000341906 -0.0165803 -0.00204731 0.0114889 -0.00338283 -0.0248501 -0.00312971 -0.026806 -0.0392841 internal_weight=2131.12 527.807 515.219 12.5873 48.7186 16.398 32.3205 1603.31 1187.16 1162.89 416.148 388.085 351.307 36.7787 15.8694 1147.02 28.0623 466.501 40.8738 425.627 24.2754 10.3156 21.1568 13.9598 internal_count=30386 6112 5985 127 724 163 561 24274 16538 15815 7736 6986 6394 592 194 15621 750 5261 298 4963 723 205 535 518 is_linear=0 shrinkage=0.05 Tree=275 num_leaves=25 num_cat=0 split_feature=39 36 36 34 29 32 34 8 37 43 36 14 34 43 43 26 37 31 10 32 10 28 43 18 split_gain=3.01474 3.87597 7.446 6.58699 8.05064 5.91351 12.6074 4.99464 6.51944 4.82244 4.06869 3.81263 5.8734 6.26842 8.00284 4.76127 3.78868 3.67339 2.71451 4.63789 3.65302 3.56858 1.94515 1.02013 threshold=0.038350000000000002 94.745000000000019 90.52500000000002 34.747700000000009 4800.5555500000009 94.245000000000019 9.3609000000000027 3.3350000000000004 6750.0000000000009 2232.5000000000005 97.075000000000003 20.245000000000001 10.492550000000001 2016.5000000000002 630.50000000000011 4.5000000000000009 3950.0000000000005 0.6442500000000001 -2.3312999999999993 97.085000000000022 -1.2350999999999999 2.5000000000000004 341.50000000000006 5.5000000000000009 decision_type=8 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 left_child=1 2 7 5 -5 6 -3 16 -9 22 -6 12 15 14 -14 -2 -1 -7 19 -13 23 -22 -4 -20 right_child=11 3 9 4 10 17 -8 8 -10 -11 -12 18 13 -15 -16 -17 -18 -19 20 -21 21 -23 -24 -25 leaf_value=0.0014526734540411246 -0.031620205418039539 0.0709747049558727 -0.015272622445165571 0.070515638730913863 0.026619755449926424 -0.031743282392349158 -0.0066082874752710179 0.00088606191930707648 -0.02239352072462444 0.01722020463528829 -0.026914163894488304 0.046349792542280027 0.015755376143157526 -0.0061429903552426392 0.081633101097377939 0.022685031890592705 0.055311735410837351 -0.0029359142333712342 -0.0072970386535365422 -0.0027797393380941051 0.0014233242733932032 -0.030844898610562072 -0.03904238905810193 -0.040506691889038049 leaf_weight=7.3844785238616151 8.4934631371870619 7.0180156184360412 16.952941737603396 6.6216943379258764 7.6034040134400112 13.077961815288289 14.386197018437086 119.20589476882014 39.027778789168224 5.3053528773598364 5.0166474087163806 7.9259569952264428 11.838255989598116 8.1983870561234635 7.5757117801113045 6.009724083938635 5.2387751138303429 55.383922772016376 5.1057017180137318 9.7886068881489354 1725.5312588473316 7.6001542662270358 25.559404146391898 5.4634789517149329 leaf_count=168 303 120 255 105 83 528 180 1889 814 104 66 81 337 200 151 274 179 1271 62 139 22454 227 418 63 internal_value=0.000838775 -0.0035605 -0.00739797 0.00408252 0.0298658 -0.00165099 0.020639 -0.0024299 -0.00492894 -0.0246335 0.00455853 0.00164262 0.0163435 0.0295616 0.0444467 -0.00878332 0.0265911 -0.0088886 0.00127921 0.020237 0.00107226 0.00126123 -0.0302473 -0.0269135 internal_weight=2131.31 327.782 218.675 109.108 19.2417 89.8661 21.4042 170.857 158.234 47.8177 12.6201 1803.53 42.1155 27.6124 19.414 14.5032 12.6233 68.4619 1761.42 17.7146 1743.7 1733.13 42.5123 10.5692 internal_count=30471 6180 3827 2353 254 2099 300 3050 2703 777 149 24291 1265 688 488 577 347 1799 23026 220 22806 22681 673 125 is_linear=0 shrinkage=0.05 Tree=276 num_leaves=21 num_cat=0 split_feature=17 37 17 7 25 12 7 35 7 29 2 10 25 37 25 28 37 12 42 24 split_gain=3.79346 6.77776 4.68802 4.50722 4.59978 7.81793 5.96013 4.31911 7.31417 8.65716 4.15144 6.76702 3.55528 3.90215 6.75693 2.98039 1.54834 1.81185 0.898735 0.389187 threshold=0.55305000000000015 13250.000000000002 0.53665000000000018 26263.760000000006 26005.905000000002 91.735000000000014 7203.1800000000012 8.5000000000000018 14885.475 2875.1250000000005 778.00000000000011 0.69715000000000005 14405.115000000002 15825.000000000002 14000.010000000002 1.0000000180025095e-35 14650.000000000002 72.215000000000018 187500.00000000003 0.57250000000000012 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=2 7 3 4 6 -6 -1 10 9 -9 11 -2 13 14 -3 -12 -14 -18 -10 -4 right_child=1 12 19 -5 5 -7 -8 8 18 -11 15 -13 16 -15 -16 -17 17 -19 -20 -21 leaf_value=-0.0031415783143772733 0.012341293202744115 -0.030542055075385311 -0.041118387944703974 0.026373346568525975 0.0070323825842614103 -0.025259450675510699 0.013799109336259885 0.0037587413485025306 0.0035611109230621538 0.064487390062099068 -0.0026920153085162688 0.0011767459948825013 -0.044028090255163181 0.0292388616766555 0.019891544818922101 -0.023326147798862114 -0.033626397552380879 0.0014892400652419006 -0.01967445128595658 -0.016750610369205766 leaf_weight=476.09136899549048 152.8620454587508 17.432629014307171 6.678395748138426 12.324318943545221 27.928938406519592 52.670367446728051 57.210653190501034 11.611372185871007 7.1276910379528982 11.558899793773888 60.25672019040212 1168.3809888174292 10.373476207256319 5.9451260990463188 9.4113901010714454 24.267196177272126 6.0764318506699038 6.9370684567838907 7.4229382090270519 6.2211795039474964 leaf_count=6890 1922 425 57 92 292 554 554 130 51 93 2043 15392 163 132 150 1292 113 67 57 55 internal_value=0.000200195 0.00157694 -0.00301985 -0.00236981 -0.00299692 -0.0140595 -0.00129246 0.00224727 0.0187372 0.0356758 0.00178824 0.00248057 -0.0152982 -0.00422633 -0.0126013 -0.00887811 -0.0298064 -0.0157801 -0.00847381 -0.0317767 internal_weight=2138.79 1499.66 639.125 626.226 613.901 80.5993 533.302 1443.49 37.7209 23.1703 1405.77 1321.24 56.1761 32.7891 26.844 84.5239 23.387 13.0135 14.5506 12.8996 internal_count=30524 22030 8494 8382 8290 846 7444 20980 331 223 20649 17314 1050 707 575 3335 343 180 108 112 is_linear=0 shrinkage=0.05 Tree=277 num_leaves=26 num_cat=0 split_feature=40 34 39 32 5 34 34 32 7 18 14 11 6 26 24 6 3 5 21 46 46 32 44 18 32 split_gain=2.9251 4.92105 8.17174 8.00118 9.77275 5.99573 5.05418 8.30782 6.74896 6.21343 7.80409 6.61294 4.59429 4.24238 4.15607 3.02775 4.37168 4.79239 2.95862 2.85466 3.92967 2.72006 2.67098 1.34748 0.631271 threshold=3.5000000000000004 46.401150000000008 0.5394000000000001 95.675000000000026 1.3237500000000002 42.729900000000008 56.529500000000006 89.445000000000007 3427.1050000000005 4.5000000000000009 83.515000000000015 2705.9150000000004 10.500000000000002 3.5000000000000004 1.0194500000000002 11.500000000000002 17.500000000000004 0.60655000000000014 2084.4300000000007 91.635000000000005 67.38000000000001 96.645000000000024 706.50000000000011 5.5000000000000009 99.235000000000014 decision_type=8 10 8 10 8 10 10 8 8 10 10 10 10 10 8 10 8 10 10 8 10 10 10 8 8 left_child=15 2 5 4 -4 12 7 8 -3 11 -11 -8 -2 -5 -7 19 17 23 -9 20 21 -1 24 -17 -21 right_child=1 6 3 13 -6 14 9 18 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 22 -22 -23 -24 -25 -26 leaf_value=0.00033990358764964174 0.0021886550433825661 -0.01283750487035526 0.056199525516213267 -0.021750992077828175 -0.015799238293127255 0 0.0036722761649296814 -0.04153876336430521 0.049903061045019542 -0.018832058010959996 0.0048934877206277885 0.046575928444218734 -0.027150202932916919 0.026140505871675126 0.042901138995114205 0.059631344154685018 -0.016067326866754088 -0.0070601994315534714 -0.0095173729827773331 -0.016096423801351567 0.033529865141648844 -0.0046310197414920441 0.0059363090246841738 0.018736955043047128 -0.045010155929548955 leaf_weight=536.73668866639491 681.05448597227223 10.602500604465606 21.058696514926854 10.235830467194321 5.3882112130522719 9.0603358652442676 34.562824322842062 23.53992432076484 5.8007717523723832 62.32463550567627 75.35988434497267 11.382086689583955 12.593471607193349 6.8381991656497112 14.20004054810852 6.7363226003944918 7.1659405827522269 6.0422303378581992 11.893814282491801 5.7793103361036637 6.7394672273658207 559.76079495623708 5.4747412332799277 5.0726872906088838 6.4339641759870583 leaf_count=7342 8764 125 252 125 58 83 331 296 55 731 789 135 120 85 167 67 49 56 117 175 159 9926 181 50 323 internal_value=-0.00015996 0.00181859 0.00377731 0.0245786 0.0413074 0.00247509 -0.00447507 -0.0181055 0.010655 -0.000523012 -0.00586848 0.0151732 0.00161048 -0.00190859 0.0269234 -0.00188389 0.0149588 0.0278704 -0.0314838 -0.00227725 -0.00194217 -0.0021951 -0.0216872 0.0452893 -0.0339603 internal_weight=2141.84 995.896 760.429 43.5209 26.4469 716.908 235.466 51.837 16.4033 183.629 137.685 45.9449 693.648 17.074 23.2604 1145.94 25.0172 17.8512 35.4337 1120.92 1103.24 1096.5 17.688 11.809 12.2133 internal_count=30561 12233 9654 520 310 9134 2579 593 180 1986 1520 466 8884 210 250 18328 222 173 413 18106 17427 17268 679 117 498 is_linear=0 shrinkage=0.05 Tree=278 num_leaves=28 num_cat=0 split_feature=36 21 5 25 43 31 2 24 39 33 17 5 44 44 44 5 32 44 17 17 21 25 17 24 17 24 17 split_gain=2.90226 5.44691 8.88451 8.4071 10.0234 12.7992 5.97311 5.66276 5.65727 9.24223 9.19481 4.99447 4.85398 5.31577 5.2129 5.22143 4.67793 4.63151 4.14638 3.69396 3.06535 2.98043 2.93619 2.55738 3.92363 1.10923 0.800748 threshold=94.735000000000014 314.83500000000004 0.27925000000000005 2344.4200000000005 430.50000000000006 0.58015000000000005 149.00000000000003 1.9161000000000001 0.11675000000000001 0.88375000000000015 0.58860000000000012 0.23050000000000001 621.50000000000011 1323.0000000000002 556.50000000000011 6.2646000000000006 96.765000000000015 1971.5000000000002 23.535050000000002 -11.604149999999999 718.98000000000013 18002.900000000005 3.8601000000000005 1.1870500000000004 1.3957000000000002 1.0477500000000004 3.5528500000000007 decision_type=8 10 10 8 8 10 10 10 10 8 8 10 8 10 10 8 8 10 8 8 10 8 10 10 8 8 10 left_child=12 3 11 6 5 -5 7 -2 10 -10 -4 18 14 23 15 19 -6 20 -3 -1 -15 -16 -13 24 -14 -8 -25 right_child=1 2 8 4 16 -7 25 -9 9 -11 -12 22 13 17 21 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 leaf_value=0.036329360133630695 0.0018243866691905987 -0.005484772850547868 -0.024831173382575584 0.0036770406678790207 -0.010803644814822327 0.088939454643473526 -0.044649827506489242 0.052352734001020529 0.00413131213979179 -0.021346645234962634 0.02322216028407308 -0.026427479532841216 -0.024678662953216902 -0.0045051576783043997 0.042500211136440758 0.034645922379674232 0.022607742404841712 -0.020537380570808172 0.021895240749176925 -0.0016256063284921926 0.041186537715211406 -0.00034763898318945254 0.0091614617276816589 -0.049480361908204054 0.0073855413662708511 -0.0098058005227626369 -0.017211557315163495 leaf_weight=5.4419280085712671 68.619901140686125 206.38754605379654 10.674968120176343 7.5307096800534081 14.84135233145207 10.378179458435623 6.2523168402258289 5.0686938520520917 454.72934920806438 37.580091850832105 68.718299244646914 40.40862811403349 29.087493343278769 5.3785945434356135 9.9179662433452869 9.1434530504047853 30.056678672553971 8.5116234426386637 13.779689165297894 1038.1644796411274 8.5354788671247643 6.0695034554228195 6.0022951632272443 8.7316344017162901 13.109701715875412 5.00562688941136 5.0218348223716012 leaf_count=70 1043 4060 111 224 272 204 244 92 5841 455 734 655 369 76 104 77 792 90 342 13854 73 51 110 106 147 162 54 internal_value=0.000224221 0.00221431 0.000642536 0.0110339 0.0247515 0.0554415 0.000663455 0.00602135 0.00416152 0.002137 0.0164704 -0.00687292 -0.0014825 -0.0134149 -0.000591036 -0.00103802 0.0114597 0.0067726 -0.00365727 -0.00138831 0.024071 0.0268762 -0.0216232 -0.021571 -0.0146609 -0.0316289 -0.0400021 internal_weight=2133.15 986.034 838.281 147.753 62.8069 17.9089 84.9465 73.6886 571.703 492.309 79.3933 266.578 1147.11 78.3764 1068.74 1052.75 44.898 22.4257 220.167 1043.61 13.9141 15.9875 46.4109 55.9507 42.1972 11.2579 13.7535 internal_count=30412 15341 12308 3033 1492 428 1541 1135 7141 6296 845 5167 15071 915 14156 14001 1064 239 4402 13924 149 155 765 676 516 406 160 is_linear=0 shrinkage=0.05 Tree=279 num_leaves=27 num_cat=0 split_feature=34 34 43 14 24 32 18 39 21 43 18 31 20 44 33 36 39 36 34 36 21 32 32 17 14 17 split_gain=3.39435 6.91221 6.56635 5.59257 4.99989 4.71697 4.64634 6.97541 3.97543 6.12969 6.3649 8.4183 7.71385 5.46455 4.70505 6.08033 14.7235 6.75629 5.53044 3.92035 3.77594 3.58797 3.09907 2.66934 2.62527 2.35737 threshold=7.3659500000000007 6.5850500000000007 199.50000000000003 135.56000000000003 50.496600000000008 96.765000000000015 4.5000000000000009 0.21745000000000003 1181.6900000000003 2188.5000000000005 7.5000000000000009 0.65605000000000013 350.28000000000003 154.50000000000003 0.88095000000000012 93.545000000000016 0.091850000000000015 86.15000000000002 157.85725000000005 87.895000000000024 574.40000000000009 93.445000000000007 94.315000000000012 1.1121500000000004 173.92500000000004 0.42695000000000005 decision_type=10 8 8 8 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=1 3 -3 4 5 -1 23 -8 9 10 11 -2 -12 -11 18 17 -17 -16 19 -10 21 -5 -15 -4 -22 -20 right_child=8 2 6 20 -6 -7 7 -9 14 13 12 -13 -14 22 15 16 -18 -19 25 -21 24 -23 -24 -25 -26 -27 leaf_value=-0.0091847280963443644 -0.0068912904768108109 0.063658395055339156 0.013141846295725831 0.026765446198372622 0.039520155170528065 0.0033622336964665642 0.038442786502745574 -0.0025849849110227072 -0.027140487935063191 0.026134577694817404 0.012909757941493454 0.005554374595049886 -0.011546145289631132 -0.0070996549557479291 0.0013275210048677983 0.02789677901120451 -0.022773989219551014 0.023422453384409778 -0.0056095690309039001 0.00019462851003656403 0.065473669961948561 -0.016427855160310506 -0.033310703485829589 -0.025173849621397595 0.013417055238952778 -0.048651062533796884 leaf_weight=135.24680072488263 229.3030345098814 6.2834116416051984 6.8677259846590486 8.9397206464782411 6.3184873438440254 164.83256505255122 23.796454992610961 17.217731357319281 12.407629328547044 5.0340134977595872 35.696997927501798 330.20408231636975 263.31158264831174 18.504371541785076 64.299918363569304 20.838552066124976 40.649837236152962 75.528252688702196 5.9953989293426257 592.50333070696797 5.494286645203827 8.264050889760254 33.626330092665739 9.7333173942752165 5.3589189760386944 7.538914849050343 leaf_count=2145 4100 88 171 119 127 3362 322 218 129 139 459 4373 3457 248 626 224 488 763 67 7608 66 135 663 144 69 106 internal_value=-0.000552791 0.00360027 0.0185366 0.000684984 -0.00128366 -0.00228784 0.0125283 0.0214488 -0.00151049 -0.00377415 -0.00269976 0.000441647 -0.00857652 -0.0194999 0.00101346 0.00763585 -0.00534992 0.0133792 -0.00114303 -0.000401671 0.02166 0.00597967 -0.0244096 -0.00919278 0.0434923 -0.0316264 internal_weight=2133.8 398.353 63.8986 334.455 306.398 300.079 57.6152 41.0142 1735.44 915.68 858.516 559.507 299.009 57.1647 819.762 201.317 61.4884 139.828 618.445 604.911 28.057 17.2038 52.1307 16.601 10.8532 13.5343 internal_count=30416 6966 943 6023 5634 5507 855 540 23450 13439 12389 8473 3916 1050 10011 2101 712 1389 7910 7737 389 254 911 315 135 173 is_linear=0 shrinkage=0.05 Tree=280 num_leaves=17 num_cat=0 split_feature=33 34 34 8 32 25 33 25 35 43 5 30 7 44 20 8 split_gain=2.57687 2.37997 8.90695 8.03517 7.869 6.05449 9.7573 5.44814 4.21687 4.54363 7.08351 5.26173 4.33276 5.01179 4.57371 2.06533 threshold=0.25500000000000006 7.7285000000000013 6.2982500000000003 129.72500000000002 92.585000000000022 3999.2850000000003 0.7561500000000001 19880.470000000005 1.5000000000000002 199.50000000000003 0.33705000000000007 5.5000000000000009 11233.26 138.50000000000003 1476.6100000000004 8.3350000000000026 decision_type=10 10 10 10 10 8 10 10 10 8 10 8 10 10 10 8 left_child=15 2 5 4 -4 6 -2 -7 9 10 -3 -11 13 -10 -14 -1 right_child=1 8 3 -5 -6 7 -8 -9 12 11 -12 -13 14 -15 -16 -17 leaf_value=-0.043568906071885863 0.010996128713395351 0.021158768534655793 0.041433951905745843 -0.025918261616512728 0.010630434037313423 0.011488777421129425 -0.01513785557604993 -0.015433441951595914 -0.0017950768962629489 -0.00049209617574880204 -0.001022894309047565 0.046339406162008108 -0.020140854241461989 -0.010249771272636524 0.0079242226509192836 -0.0041542421462018716 leaf_weight=5.0336729088448902 49.874420660198666 73.068918088567443 28.476276142522693 9.8391448231413943 76.138144401833415 109.40975105331745 118.54400056542363 21.603413604432717 739.70250910217874 433.621427379956 69.043111146427691 5.0810489230789235 15.111426052637396 229.88413344463333 142.51432790793478 8.6591455382294935 leaf_count=197 909 1299 372 113 1269 1899 2339 320 9674 6779 925 62 167 2728 1195 214 internal_value=-9.50623e-05 4.70563e-05 0.00344627 0.0152477 0.0193755 -0.00108375 -0.00734996 0.00692828 -0.000775242 0.00267865 0.0104153 0.000143089 -0.00256014 -0.00381329 0.00509212 -0.0209631 internal_weight=2135.6 2121.91 413.885 114.454 104.614 299.432 168.418 131.013 1708.03 580.815 142.112 438.702 1127.21 969.587 157.626 13.6928 internal_count=30461 30050 7221 1754 1641 5467 3248 2219 22829 9065 2224 6841 13764 12402 1362 411 is_linear=0 shrinkage=0.05 Tree=281 num_leaves=10 num_cat=0 split_feature=10 23 3 0 39 39 3 25 6 split_gain=2.51752 2.42547 2.3188 4.97938 4.09767 4.05648 4.04574 6.40981 4.47603 threshold=5.6027500000000012 13.500000000000002 7.5000000000000009 9.5000000000000018 0.26155000000000006 0.16845000000000002 1.0000000180025095e-35 2580.1100000000001 5.5000000000000009 decision_type=10 8 10 10 10 10 10 10 10 left_child=1 2 6 4 -4 -5 8 -8 -1 right_child=-2 -3 3 5 -6 -7 7 -9 -10 leaf_value=0.00039372113505961603 0.02753972426566445 -0.031952218131028408 0.019742315175308736 0.0083257902012018933 -0.0019366342472705957 -0.035217728975628672 0.0047584934655420172 -0.0070140345894283184 0.023974145519783926 leaf_weight=1382.272067307611 7.0619263295084229 5.0950114652514449 56.824230364523828 9.0546880122274178 34.086133196949959 10.622555041685699 152.27664743189234 466.79348757705884 19.436509277205914 leaf_count=16346 75 63 495 91 289 111 3139 9764 207 internal_value=-0.000338947 -0.000446279 -0.00035367 0.0066587 0.0116269 -0.0155053 -0.000743 -0.0041072 0.000741117 internal_weight=2143.52 2136.46 2131.37 110.588 90.9104 19.6772 2020.78 619.07 1401.71 internal_count=30580 30505 30442 986 784 202 29456 12903 16553 is_linear=0 shrinkage=0.05 Tree=282 num_leaves=17 num_cat=0 split_feature=34 32 30 2 13 44 32 40 19 21 11 34 34 5 26 10 split_gain=2.90305 4.03001 2.52185 6.97392 5.45036 4.52664 4.13648 3.47873 8.99092 6.74449 6.63997 3.54852 8.90962 5.54643 2.02257 1.26644 threshold=242.07335000000003 86.625000000000014 3.5000000000000004 1103.5000000000002 1.1001000000000003 169.50000000000003 94.655000000000015 1.5000000000000002 0.15155000000000005 1553.4550000000002 1.0000000180025095e-35 35.229950000000009 46.401150000000008 2.2403000000000004 9.5000000000000018 0.00025000000000000006 decision_type=8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 left_child=2 -2 7 4 5 -4 -6 8 10 -10 -1 13 -13 -9 15 -5 right_child=1 -3 3 14 6 -7 -8 11 9 -11 -12 12 -14 -15 -16 -17 leaf_value=-0.014693971812090565 0.048323879154910376 -0.0037558624377607556 0.00026305762480198166 -0.013538649226231537 -0.0067258661615104956 -0.0077865919975714532 0.040229268508548729 -0.0016113126048949078 0.078260293495642508 0.0053823190604638206 0.014298727954597435 0.017880408502480481 -0.0011413608903673572 0.040841566316999547 -0.004326987344979708 -0.045272440745536262 leaf_weight=29.842419830150902 6.2869844995439035 6.9750427659600973 540.70456153759733 6.2964017302729198 6.5854376694187549 256.14538632892072 12.350110793020574 902.63260568422265 6.8066172078251812 5.8811514701228598 53.684528526384383 91.486753900884651 182.47925647557713 6.75367965735495 7.6993192806839934 12.270576735259969 leaf_count=367 52 68 6285 174 133 2695 347 15113 93 77 872 1294 2372 68 175 369 internal_value=-0.000237441 0.0222396 -0.00039071 -0.00251581 -0.00167576 -0.00232473 0.0241301 0.00100473 0.0100983 0.0477057 0.0038298 0.000253238 0.00523441 -0.00124602 -0.0274044 -0.0360084 internal_weight=2134.88 13.262 2121.62 842.052 815.785 796.85 18.9355 1279.57 96.2147 12.6878 83.5269 1183.35 273.966 909.386 26.2663 18.567 internal_count=30554 120 30434 10178 9460 8980 480 20256 1409 170 1239 18847 3666 15181 718 543 is_linear=0 shrinkage=0.05 Tree=283 num_leaves=26 num_cat=0 split_feature=31 42 24 42 12 31 32 43 37 24 12 3 34 29 36 6 34 25 8 8 40 32 30 6 20 split_gain=4.08077 4.64414 9.19233 5.76233 5.01993 4.3478 9.17531 8.79267 4.23516 3.85069 6.15283 6.89829 5.29294 6.66287 3.71672 3.37351 6.68101 5.02006 3.97124 8.20499 5.91872 3.73837 1.96076 0.847507 0.422336 threshold=0.62175000000000014 142500.00000000003 1.9942000000000002 125500.00000000001 105.77500000000002 0.63005000000000011 97.055000000000021 383.50000000000006 4950.0000000000009 1.9485000000000003 44.945000000000007 1.0000000180025095e-35 55.279300000000013 6753.0000000000009 94.135000000000005 7.5000000000000009 9.8063500000000001 6806.6150000000007 55.655000000000008 58.795000000000009 7.0000000000000009 97.345000000000013 4.5000000000000009 1.0000000180025095e-35 481.79500000000002 decision_type=8 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 3 4 -1 6 7 8 -2 12 -11 -12 13 -3 -14 18 21 -18 20 -20 -7 -17 -4 -5 -24 right_child=5 9 22 23 -6 15 -8 -9 -10 10 11 -13 14 -15 -16 16 17 -19 19 -21 -22 -23 24 -25 -26 leaf_value=-0.0091262649330419564 0.026730980020596269 -0.0028605674489204521 -0.050887566052981295 -0.015527358280577367 0.0079946756582715273 -0.0051068862328511253 -0.021363942118504509 -0.0050210201151954688 0.092221672994560411 0.048033806170896469 -0.0049621063183373313 0.041598116917884072 0.012531367086450772 -0.02878586566257943 -0.008833788181390986 0.013559567435373477 0.055780151797974992 0.0098052774782244993 0.024956709795791895 0.0021409959253369851 0.0052100364162511433 -0.024130583638062735 -0.0048610595519043686 -0.044146875504492637 -0.027323253754849633 leaf_weight=110.916198355495 6.0597370928153396 184.02351025253301 12.979808102827521 6.689949103165417 68.168409267440438 449.72315696754958 7.9309602268040171 6.712365361861889 5.9284098660573363 8.9661109291482699 38.084653180092573 8.9701970191672427 80.166885907761753 27.823543278034776 26.090924783376977 12.952182697132232 11.065864559262993 13.35642585903406 40.558391249040142 791.88376374286599 199.71096797403879 11.388681186363099 5.0089484099298698 8.6383140757679922 5.0111175198107958 leaf_count=2228 67 3689 257 98 749 7798 147 96 64 193 531 267 878 446 357 143 104 112 521 8957 2409 133 87 168 123 internal_value=0.000449348 -0.00307965 -0.00887382 -0.00521104 -0.00257322 0.00179418 0.0214661 0.0400466 0.0641095 0.000288818 0.0122676 0.00449069 -0.00183691 -0.00640828 0.00720522 0.00143486 0.0142484 0.0322081 0.00100052 0.00328724 -0.00192345 -0.00413406 -0.038119 -0.0336782 -0.0180083 internal_weight=2148.81 591.539 217.413 194.413 179.085 1557.27 26.6315 18.7005 11.9881 374.126 56.021 47.0549 318.105 211.847 106.258 1530.64 48.7632 24.4223 1481.88 832.442 649.434 24.3409 22.9999 15.3283 10.0201 internal_count=30622 10071 3710 3243 2977 20551 374 227 131 6361 991 798 5370 4135 1235 20177 492 216 19685 9478 10207 276 467 266 210 is_linear=0 shrinkage=0.05 Tree=284 num_leaves=26 num_cat=0 split_feature=18 36 32 13 44 43 26 31 31 43 7 11 20 22 25 9 17 25 29 32 44 32 32 31 8 split_gain=3.54999 5.8411 6.836 5.64828 4.59022 6.84916 5.45195 4.49456 9.52471 6.2737 3.65227 4.1695 7.42473 7.3363 6.90644 5.37592 4.29927 3.29573 6.49516 6.45087 5.3074 4.75968 4.49925 3.18736 3.02602 threshold=10.500000000000002 96.465000000000018 92.25500000000001 1.2134000000000003 395.50000000000006 349.50000000000006 4.5000000000000009 0.87435000000000007 0.82435000000000014 2069.5000000000005 950.2700000000001 1029.3650000000002 1110.9450000000004 6700.4550000000008 6201.0250000000005 5.5000000000000009 0.58860000000000012 2999.5050000000006 999.90000000000009 98.02500000000002 83.500000000000014 98.215000000000018 96.215000000000018 0.76185000000000014 49.025000000000013 decision_type=8 8 8 8 10 10 10 10 10 8 10 10 10 10 10 8 8 10 10 10 10 8 10 10 10 left_child=10 3 23 7 5 -4 -6 8 -2 -9 11 15 13 -13 -14 16 -1 19 22 20 -12 -21 -19 -3 -20 right_child=1 2 4 -5 6 -7 -8 9 -10 -11 17 12 14 -15 -16 -17 -18 18 24 21 -22 -23 -24 -25 -26 leaf_value=-0.014634163534273825 -0.00014243610034878531 0.018441770859172219 0.022922601905655565 0.04242492970512543 0.033478852764176496 -0.0082342264401004915 -0.0057130607595570447 0.0010209044229647184 -0.035103083825422203 0.058864184915415986 0.0092280421524988162 -0.024223241343435689 0.017586622440942827 0.028856033050283576 -0.013284704890888153 0.040276961578254694 9.6219844186862946e-05 0.0042199813265474014 0.005560784407321032 0.061047523196580168 -0.020386453726035425 0.01428739809204467 -0.019187203342435941 0.07405048384805607 -0.00028617812137029028 leaf_weight=55.811170734930784 109.20458961743861 6.3144292058423144 25.410011906642467 6.2073005875572553 30.385842138435692 51.955509312450886 11.724312752950935 17.358526702970266 22.792199779301882 5.5365172289311912 67.232647920958698 81.455341198481619 33.854657125193626 6.1524353623390189 36.667686428292654 6.7188970039132974 381.60544347949326 28.662861140444875 318.72437252034433 7.9995049741119146 18.402632665354759 17.064934719353918 66.155121480464004 5.4295941311866045 713.75429347879253 leaf_count=917 1311 83 360 142 317 824 177 157 223 51 860 2536 756 155 1040 151 5984 408 4417 92 227 251 1159 62 7870 internal_value=0.00043654 0.00554623 0.013337 -0.000811839 0.00948246 0.00209708 0.0225716 -0.00283766 -0.00643532 0.017096 -0.00037497 -0.00356733 -0.0105158 -0.0201556 0.00150403 -0.00106412 -0.00180096 0.00117565 0.000358974 0.00936978 0.00264445 0.0311727 -0.012089 0.0483368 0.00151757 internal_weight=2132.58 292.319 131.22 161.099 119.476 77.3655 42.1102 154.892 131.997 22.895 1840.26 602.266 158.13 87.6078 70.5223 444.136 437.417 1238 1127.3 110.7 85.6353 25.0644 94.818 11.744 1032.48 internal_count=30530 3707 1823 1884 1678 1184 494 1742 1534 208 26823 11539 4487 2691 1796 7052 6901 15284 13854 1430 1087 343 1567 145 12287 is_linear=0 shrinkage=0.05 Tree=285 num_leaves=19 num_cat=0 split_feature=36 12 33 37 43 24 34 24 7 33 33 33 42 34 39 12 26 43 split_gain=3.06248 6.99578 6.47246 9.21933 8.43914 6.25955 5.48673 9.02256 5.97289 4.123 3.79419 6.13374 9.10511 5.59286 7.98722 4.13045 1.87387 1.4274 threshold=97.215000000000018 260.88000000000005 0.50395000000000012 3045.0000000000005 353.50000000000006 596.87780000000009 6.0332000000000008 1.7257500000000003 4211.7100000000009 0.50365000000000015 0.50485000000000013 0.63475000000000015 119500.00000000001 16.902500000000003 0.18265000000000003 86.335000000000022 1.5000000000000002 165.50000000000003 decision_type=10 10 8 10 10 10 10 8 10 10 10 10 10 10 8 8 8 10 left_child=2 5 3 4 -1 6 7 -2 -8 -5 13 12 -12 14 -4 -13 -3 -15 right_child=1 16 10 9 -6 -7 8 -9 -10 -11 11 15 -14 17 -16 -17 -18 -19 leaf_value=0.078091900310684956 0.013942011207453281 -0.050388200896111561 0.052900082302974452 0.025629075858291429 0 0.041892728069038446 -0.01045198011994935 -0.024566993011617425 0.0027682625883039703 -0.023940738796460758 -0.0065430957719723355 -0.0014605764303546017 0.036950173597033224 -0.0144447899828587 -0.025350450125337778 0.0037628487604541294 -0.010484691223445974 -0.044817375755198702 leaf_weight=9.153636774048211 86.855608067591675 8.531034337356683 5.0238890256732711 6.2311238548718366 5.2379406150430432 6.9761604941450051 233.14657814527163 17.375900765531696 133.17384815111291 8.9420618987642229 20.025639899540693 887.27989599469583 27.607164762914181 9.0322432541288453 6.1164903743192562 657.64129436668009 5.7133854692801842 10.085348732769488 leaf_count=100 1730 105 120 92 68 125 4374 413 1648 152 279 13510 382 163 119 6881 89 199 internal_value=0.000374341 -0.0030824 0.00140738 0.0242101 0.0515001 -0.00200256 -0.00275139 0.00730241 -0.00563777 -0.00294891 0.000974227 0.00131494 0.0188035 -0.016267 0.0109764 0.00076069 -0.0364487 -0.0321475 internal_weight=2144.15 491.773 1652.38 29.5648 14.3916 477.528 470.552 104.232 366.32 15.1732 1622.81 1592.55 47.6328 30.258 11.1404 1544.92 14.2444 19.1176 internal_count=30549 8484 22065 412 168 8290 8165 2143 6022 244 21653 21052 661 601 239 20391 194 362 is_linear=0 shrinkage=0.05 Tree=286 num_leaves=27 num_cat=0 split_feature=44 41 44 26 18 43 33 26 37 34 7 31 44 23 5 11 17 36 36 17 9 44 45 25 20 37 split_gain=2.79566 5.32636 5.09479 9.44936 7.25424 7.01916 6.81694 5.48957 5.04924 7.76155 7.11395 6.03445 5.00953 5.6096 5.0158 4.62781 3.7789 3.51738 3.22849 3.9374 2.96254 4.69129 3.20127 2.3423 2.32305 2.17866 threshold=25.500000000000004 90.540000000000006 33.500000000000007 1.0000000180025095e-35 1.5000000000000002 225.50000000000003 0.8297500000000001 3.5000000000000004 1135.0000000000002 65.193200000000004 299.99500000000006 0.58315000000000017 21.500000000000004 6.5000000000000009 1.5103000000000002 1209.5450000000003 0.40925000000000006 88.685000000000016 99.945000000000007 -0.086649999999999991 2.5000000000000004 621.50000000000011 3.5000000000000004 17719.110000000004 1873.5250000000003 3045.0000000000005 decision_type=8 10 10 8 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=1 8 3 5 -5 6 -2 -6 11 10 -10 -1 14 -14 15 -3 -11 -15 20 -20 22 -22 -4 -16 -7 -21 right_child=2 12 18 4 7 24 -8 -9 9 16 -12 -13 13 17 23 -17 -18 -19 19 25 21 -23 -24 -25 -26 -27 leaf_value=-0.015823854737160584 0.024485352274854558 0.0077476370823746921 9.6414286075833326e-05 -0.029046719224771256 0.033561417992951259 -0.033993528311272163 -0.025378073691666472 -0.010025300532281707 -0.0028296509318893118 -0.019941482323488649 -0.034218494296840977 0.047849847828577804 0.022596803175243891 0.0067663290573931993 -0.047572411990735433 -0.0056414522889704751 0.014834036696069336 -0.030101985150082347 0.053871652911984549 -0.015539044644885334 -0.01906304123193002 0.01377544087975692 0.017166313627363212 -0.0083867190147708329 0 0.02063104472168327 leaf_weight=6.5447481544688326 23.458055120892826 209.58064128877595 1413.6508924748632 5.2065537062007925 54.729805369279347 16.897801504470412 8.5280357077717763 7.6481060781516126 27.877249377139378 10.182782792253418 53.280903352657333 6.4382760319858789 7.206579892197623 7.4188988860696545 5.5982290711253908 91.789043114986271 24.694573394954205 31.380212847259827 5.0598676307126906 6.2329551508883005 43.382469336036593 13.425211475463582 27.026187331881374 11.343944642692803 6.6850106082856646 8.7042331470875052 leaf_count=95 287 2630 18612 181 757 224 103 171 898 144 868 77 134 98 65 1848 299 439 99 123 1192 371 404 127 75 249 internal_value=6.51333e-05 -0.00322881 0.00106003 0.0107992 0.0232325 -0.00437753 0.010673 0.0280645 -0.011917 -0.0152601 -0.0236632 0.0165582 -0.0001141 -0.0153662 0.00211586 0.00364798 0.00426879 -0.0229338 0.000259745 0.0197299 -9.91156e-06 -0.0111119 0.000431788 -0.0235433 -0.0245982 0.00519635 internal_weight=2133.97 493.336 1640.64 123.153 67.5845 55.5689 31.9861 62.3779 129.019 116.036 81.1582 12.983 364.318 46.0057 318.312 301.37 34.8774 38.7991 1517.48 19.9971 1497.48 56.8077 1440.68 16.9422 23.5828 14.9372 internal_count=30570 7722 22848 1798 1109 689 390 928 2381 2209 1766 172 5341 671 4670 4478 443 537 21050 471 20579 1563 19016 192 299 372 is_linear=0 shrinkage=0.05 Tree=287 num_leaves=27 num_cat=0 split_feature=34 34 0 42 25 11 43 5 29 34 8 21 17 11 32 34 34 42 21 43 34 5 2 11 39 31 split_gain=2.11071 8.81089 8.61476 6.92455 6.63854 7.97024 3.7219 8.51295 4.68373 3.61782 7.43787 8.28332 6.72295 5.87047 7.59169 4.88223 3.90383 9.13056 7.72228 7.26914 5.32501 4.97311 4.23327 3.47334 2.08989 2.00312 threshold=7.1721500000000011 6.6823500000000005 4.5000000000000009 95500.000000000015 7683.7750000000005 0.14500000000000005 205.50000000000003 0.19895000000000004 2400.4444500000004 10.853650000000002 70.135000000000005 1573.9800000000002 3.8601000000000005 6849.3950000000013 98.115000000000023 10.492550000000001 15.738000000000001 115500.00000000001 778.54500000000007 42.500000000000007 20.188350000000003 0.022950000000000002 2805.0000000000005 273.61500000000007 0.21745000000000003 0.6442500000000001 decision_type=10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 6 -3 5 -5 7 -1 -8 10 13 12 -12 15 -15 -2 17 18 -11 -19 22 -22 -18 25 -13 -4 right_child=9 3 23 4 -6 -7 8 -9 -10 16 11 24 -14 14 -16 -17 20 19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.018118120888778805 -0.013859034917672869 -0.014426328286045984 -0.0088925193314508353 0.0095150642036431823 -0.00082056463785378181 0.070490325343558369 0.0037470127219850153 -0.023405972847812217 0.026563542915935559 0.028542450481057881 0.018365323802792578 -0.040372665425148703 -0.013596272490371869 0.031625890398815963 -0.020203489178963606 -0.047566518039959642 -0.0094302448271084971 0.029240973898000667 0.0010562538407558272 -0.0035346360569158269 -0.015759328458818694 0.0016374051814676506 0.028715034492515834 0 -0.009650606674604021 -0.048044973723043012 leaf_weight=18.229787194170058 116.27009662333876 7.9622823111712924 5.4557085945271018 8.9750118805095571 8.8907181976828706 14.730945907067506 236.35734440083615 33.408891340019181 24.06926981464494 62.774270199704915 70.402833549305797 7.9639970567077425 20.397928403224796 14.57750191120431 11.910960442677604 11.324363182531668 194.76293045945931 17.596739101456478 43.418838203651831 185.68543274607509 41.924661608762108 940.93469942477532 6.5422547957859924 9.3588432506658119 18.651864577783272 12.541663635522125 leaf_count=520 1894 107 101 107 141 255 4128 491 398 895 919 77 282 279 343 181 2605 268 557 2710 1116 11264 249 259 225 211 internal_value=0.000426535 0.0038027 0.00112322 0.0255392 0.0355891 0.0489272 0.00352432 -0.0085862 0.00596844 -0.00029916 -0.00559935 0.00383266 0.011061 -0.0127975 0.00825095 -0.0172362 0.000664014 0.00565621 0.0174656 -0.000543749 -0.000640123 0.000874988 -0.00803003 -0.0252493 -0.0201534 -0.0375324 internal_weight=2145.12 379.98 339.422 40.559 32.5967 23.706 312.065 51.6387 260.427 1765.14 271.5 117.417 90.8008 154.083 26.4885 127.594 1493.64 309.475 106.193 203.282 1184.16 982.859 201.305 27.3562 26.6159 17.9974 internal_count=30582 6718 6108 610 503 362 5537 1011 4526 23864 4200 1503 1201 2697 622 2075 19664 4430 1452 2978 15234 12380 2854 571 302 312 is_linear=0 shrinkage=0.05 Tree=288 num_leaves=11 num_cat=0 split_feature=9 9 31 39 1 43 7 4 37 46 split_gain=2.47167 2.33603 3.9869 3.53608 3.29485 8.35758 3.82443 2.35742 3.82788 2.64009 threshold=10.500000000000002 5.5000000000000009 0.84255000000000013 0.13995000000000005 1.5000000000000002 18.500000000000004 10000.210000000001 18824.240000000002 4815.0000000000009 1.8000000000000003 decision_type=10 10 10 10 10 10 8 10 10 8 left_child=1 4 3 -3 7 -6 -7 9 -9 -1 right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 leaf_value=0.00059194509800283368 -0.027765834920973009 0.0010784432412657254 -0.015467089174502137 0.055906087328434585 0.036935596208877805 -0.027507537203964306 0.011639328096511454 0.031902668590227889 -0.0085666184470230469 -0.012326517931700561 leaf_weight=2001.8573527314002 6.832428795984014 5.2293152918573487 5.1955189624568439 6.4709572428837419 6.3251762986183158 34.92911520996131 6.7636926309205583 13.807461411226543 8.8127838973887247 39.325544013059698 leaf_count=26587 195 164 158 124 136 1843 144 148 140 839 internal_value=0.000262355 0.000367659 0.0183598 0.0338095 0.000212723 -0.0125953 -0.0209159 0.000519102 0.0162291 0.000334695 internal_weight=2135.55 2128.72 16.8958 11.7003 2111.82 48.018 41.6928 2063.8 22.6202 2041.18 internal_count=30478 30283 446 288 29837 2123 1987 27714 288 27426 is_linear=0 shrinkage=0.05 Tree=289 num_leaves=16 num_cat=0 split_feature=15 42 34 34 14 11 24 34 24 37 32 9 33 11 33 split_gain=2.29343 5.51158 5.19332 5.99761 6.81875 3.22303 2.29088 10.0383 3.23152 2.59991 7.60569 4.59607 1.75354 1.66343 0.609721 threshold=2.3113500000000005 126500.00000000001 62.02640000000001 34.747700000000009 48.255000000000003 1.0050000000000001 15.689500000000001 7.4481000000000011 11.453150000000003 2205.0000000000005 99.965000000000018 9.5000000000000018 0.90095000000000014 1453.7800000000002 0.86945000000000017 decision_type=10 10 8 10 8 8 10 8 10 8 10 10 10 10 10 left_child=6 12 3 4 -3 -5 8 -8 9 10 -1 -11 -2 14 -9 right_child=1 2 -4 5 -6 -7 7 13 -10 11 -12 -13 -14 -15 -16 leaf_value=-0.0041859577305603211 0.00084066480028280744 -0.019791205568942094 -0.024797274584436264 0.078563441489182428 0.026769466032443269 0.019670225969105518 0.028303913087597311 -0.048562455394141904 0.034345427318534981 0.001152451359431693 0.032281796957560172 -0.039114772042492855 -0.03420016368576969 -0.0058767843413093874 -0.021141681597100573 leaf_weight=502.08175460644998 5.9759866003878397 10.825587925326548 5.618176754564046 5.4318138137459728 22.528223739238449 5.4786619995720693 9.1392809231765586 9.4910325421951764 5.8383914036676279 1505.3569293049513 13.698552270652725 6.1144454472232601 6.8372672141995281 5.7162521029822519 6.7693439568392924 leaf_count=6077 137 454 87 62 485 99 183 191 78 21643 218 176 256 100 133 internal_value=0.000109143 0.00945516 0.0169887 0.0228334 0.0113756 0.0535446 -0.000176742 -0.0134269 3.00908e-05 -8.31554e-05 -0.00314715 0.000960496 -0.0186177 -0.0314753 -0.0393229 internal_weight=2126.9 62.6957 49.8825 44.2643 33.3538 10.9105 2064.21 31.1159 2033.09 2027.25 515.78 1511.47 12.8133 21.9766 16.2604 internal_count=30379 1580 1187 1100 939 161 28799 607 28192 28114 6295 21819 393 424 324 is_linear=0 shrinkage=0.05 Tree=290 num_leaves=17 num_cat=0 split_feature=46 39 34 36 39 25 15 12 43 17 33 15 15 0 8 19 split_gain=2.44428 4.31171 4.79999 4.5681 4.28102 3.30372 3.02211 9.0881 13.8202 9.92235 4.48468 3.39829 3.83351 3.13736 1.92105 0.561859 threshold=-1.0000000180025095e-35 0.31435000000000007 25.449100000000005 96.77500000000002 0.15685000000000002 19000.720000000005 3.2428500000000002 59.315000000000005 349.50000000000006 1.4043500000000002 0.88655000000000006 2.7389500000000004 2.3916500000000007 13.500000000000002 40.465000000000011 -0.16624999999999998 decision_type=10 10 10 10 10 10 10 10 8 8 10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 11 8 -8 -10 -9 12 13 -2 -6 -12 right_child=6 2 -4 -5 14 -7 7 10 9 -11 15 -13 -14 -15 -16 -17 leaf_value=-0.00045375961518173962 -3.2814703054308308e-05 0.0011024540933948892 0.056922401267803846 0.035595467998942303 -0.00080227436373168709 0.030549311420583675 0.095075888344606535 0.019142360088700679 0.041359072430846265 -0.031460018596672239 -0.014398608835234725 -0.029626961426267834 0.029930256594329036 -0.020168774687979063 -0.03933532572096253 -0.042696824823356537 leaf_weight=47.117317642550915 1956.5352323281113 7.2828902847832051 7.7529377655591816 8.6598812558222544 5.5003382768481961 9.4223599780816567 5.6441485420800745 5.9122956499923047 9.430279544554649 7.4760151170194211 5.451467471430079 8.7760710746515525 9.58826291549485 18.543666538316756 8.1105891608167422 5.5815267586149249 leaf_count=1382 26430 187 111 290 92 190 145 98 348 163 169 233 236 183 111 72 internal_value=0.000421992 0.00826808 0.0319516 0.00334326 -0.00101223 0.00506715 5.34485e-05 0.0135778 0.033818 0.00892039 -0.0134623 -0.000218674 -7.12598e-05 -0.000234509 -0.0252265 -0.0314886 internal_weight=2126.79 93.8463 15.0358 78.8105 70.1506 56.5397 2032.94 39.4957 22.5504 16.9063 16.9453 1993.44 1984.67 1975.08 13.6109 11.033 internal_count=30440 2363 298 2065 1775 1572 28077 995 656 511 339 27082 26849 26613 203 241 is_linear=0 shrinkage=0.05 Tree=291 num_leaves=25 num_cat=0 split_feature=14 7 44 7 36 21 21 37 25 29 25 41 44 44 17 17 5 35 14 15 44 14 24 7 split_gain=3.1003 4.75481 7.56496 6.10817 4.77094 4.23594 4.99899 4.70139 4.03155 4.49593 4.253 3.56731 12.1172 9.41355 8.98221 5.5818 4.3839 4.04761 5.48003 4.54228 4.288 4.13583 3.41791 2.70064 threshold=44.475000000000001 9239.9550000000017 1429.5000000000002 4211.7100000000009 98.965000000000018 445.48000000000008 1014.2850000000001 1.0000000180025095e-35 14665.170000000002 5500.5000000000009 18386.455000000005 76.015000000000015 25.500000000000004 87.500000000000014 0.84580000000000011 -0.58649999999999991 0.22385000000000002 1.5000000000000002 48.255000000000003 3.4205500000000004 33.500000000000007 63.415000000000006 1.0851500000000003 2297.2050000000004 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 8 10 left_child=1 3 4 5 22 7 -7 -1 9 -5 -10 12 16 15 -15 -14 -2 19 -19 20 -13 -20 -3 -18 right_child=11 2 -4 8 -6 6 -8 -9 10 -11 -12 17 13 14 -16 -17 23 18 21 -21 -22 -23 -24 -25 leaf_value=0.028953332086237089 0.018887000179058901 -0.042238623610069269 0.031567628460312649 0.0089700914323516089 0.012668895099515215 -0.023166287883648322 -0.0025324232907139106 -0.0021993848326855351 -0.036460194056981719 0.04692393649598562 0.0096979677248247558 0.011195302485558155 -0.0032875959227374263 -0.018810661613292659 0.014627899836123127 0.031370912644525538 -0.033055310626989791 0.037826772424076303 -0.011497035143354527 0.037419498333775753 0.00012855545599519397 -0.00094574526406311752 -0.01245343668780723 -0.0078303370759569366 leaf_weight=12.962987795006482 7.6724706958048037 24.695697593037043 5.9747481697704634 22.246013998053968 6.826088920235633 52.938669400289655 66.372685740643647 89.388644570717588 5.9859820108395096 11.976960549596695 16.339798789005727 120.98303323704749 13.474673307966439 31.945981792639941 50.362077324884012 67.31076311704237 20.404244918376207 7.7343103163875631 101.39435831108131 8.9937462562229467 313.32143105717842 1021.9549271943979 18.163083473220464 24.006180693861097 leaf_count=184 175 288 68 413 83 1210 1752 2781 106 139 207 1721 214 347 702 749 277 99 1462 185 4062 12676 207 275 internal_value=-1.19226e-05 -0.00442998 -0.0176435 -0.00171483 -0.024166 -0.00547778 -0.0118457 0.00193974 0.0127874 0.0233498 -0.00349611 0.000811559 0.00683439 0.0135409 0.00151946 0.0255594 -0.0139317 -1.22446e-05 -0.00160262 0.00402884 0.00324151 -0.00191194 -0.0303017 -0.0200027 internal_weight=2123.43 333.871 55.6596 278.212 49.6849 221.663 119.311 102.352 56.5488 34.223 22.3258 1789.56 215.176 163.093 82.3081 80.7854 52.0829 1574.38 1131.08 443.298 434.304 1123.35 42.8588 44.4104 internal_count=30382 7438 646 6792 578 5927 2962 2965 865 552 313 22944 2739 2012 1049 963 727 20205 14237 5968 5783 14138 495 552 is_linear=0 shrinkage=0.05 Tree=292 num_leaves=19 num_cat=0 split_feature=25 3 21 25 21 25 37 17 27 24 31 21 17 7 17 29 32 33 split_gain=3.72945 3.38822 3.36172 2.56791 6.1213 5.88564 5.77688 5.2782 5.70297 5.14009 5.06899 4.74348 7.76589 4.68784 4.08617 2.48356 1.84229 0.906851 threshold=47516.415000000001 1.0000000180025095e-35 12835.750000000002 20873.715000000004 2891.6300000000006 21217.450000000001 9650.0000000000018 3.7792000000000008 1.5000000000000002 -0.054099999999999995 0.79575000000000007 1973.075 -0.15994999999999995 3558.8500000000008 6.2086500000000013 8702.2727500000019 92.25500000000001 0.86185000000000012 decision_type=10 10 10 8 10 10 10 8 10 8 10 10 8 10 8 10 8 8 left_child=3 2 15 4 11 -5 9 10 -9 -6 -7 13 -13 -1 -8 -2 -17 -3 right_child=1 17 -4 5 6 7 14 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 leaf_value=0.00096920765158616028 0.010599673862303496 -0.014284257963509015 0.017560881681139229 0.042878297763375851 0.022475679149971242 0.0074745605641452677 0.020460418026613997 0.0061443878922622513 0.052130267023135418 -0.018409644162159577 -0.0060944721963530103 0.039915351282683378 0.0048508849613893394 -0.0068764058378205277 -0.024075311411492738 -0.004689535732619792 -0.027484376517404208 -0.044212179567729118 leaf_weight=1243.1686971746967 9.2501454292796534 6.5500846770592007 11.664268353022633 8.8196239016251621 7.3659483101218939 149.54538214951754 20.867508506576996 18.999696823768321 10.005156941711901 101.88974305114243 125.59450681158341 16.898712967056781 143.35295141069219 223.74674898292869 5.7376705475617227 17.63958543911577 19.387057908810668 7.3363822428509602 leaf_count=19443 76 121 97 117 105 1703 395 198 128 1531 1244 220 1833 2860 131 132 186 130 internal_value=0.00015935 -0.0109589 -0.00528821 0.000551531 -0.000187551 0.00471828 -0.0103457 0.00345843 0.0233825 -0.015429 0.00126289 0.000663372 0.00880408 -0.000227937 0.0101505 -0.0114028 -0.0171652 -0.0323392 internal_weight=2147.82 71.8275 57.9411 2075.99 1763.03 312.964 135.861 304.145 29.0049 109.256 275.14 1627.17 160.252 1466.92 26.6052 46.2768 37.0266 13.8865 internal_count=30650 742 491 29908 26518 3390 2162 3273 326 1636 2947 24356 2053 22303 526 394 318 251 is_linear=0 shrinkage=0.05 Tree=293 num_leaves=27 num_cat=0 split_feature=42 42 42 29 15 7 17 34 21 34 43 44 17 19 37 26 0 19 31 8 4 39 34 44 21 11 split_gain=3.12576 6.83933 6.38772 8.35554 6.02183 5.43389 5.38415 7.00879 6.5856 5.11911 10.2202 8.2128 4.68598 4.63745 5.2897 3.93458 6.58754 4.44472 3.5407 3.26129 4.79131 2.87724 2.57871 1.91343 1.79351 0.0918069 threshold=185500.00000000003 180500.00000000003 188500.00000000003 8268.3333500000026 4.2025500000000013 3051.0050000000006 3.8601000000000005 62.02640000000001 3553.4450000000002 16.198100000000004 153.50000000000003 39.500000000000007 1.8485500000000001 -0.36554999999999993 6750.0000000000009 3.5000000000000004 1.5000000000000002 0.14415000000000003 0.80765000000000009 64.055000000000021 4501.5900000000011 0.019250000000000003 4.8210000000000006 371.50000000000006 1353.8100000000002 110.74500000000002 decision_type=8 10 10 10 8 10 10 10 10 10 8 10 8 8 10 10 10 10 10 10 10 10 10 8 10 10 left_child=1 4 3 5 6 12 8 -8 -1 22 25 -12 -2 14 18 17 -17 -15 -4 23 -21 -16 -3 -6 -24 -11 right_child=2 9 13 -5 19 -7 7 -9 -10 10 11 -13 -14 15 21 16 -18 -19 -20 20 -22 -23 24 -25 -26 -27 leaf_value=0.0028143063557747742 -0.0044554204625216814 0 0.031162997694170733 0.070111904736402705 -0.040373560780250152 -0.026635610650803644 -0.012326601476225182 0.029792519825566757 -0.0093424003277613361 -0.021628816588396122 0.066040128644896695 -0.0028750969255716056 0.056927342530640225 0.0048376033388693286 -0.026526597644325068 -0.010101251244772205 0.019391805751216875 -0.0045584005708159602 0.00016853995868335158 0.02558538096663774 -0.028912213525364716 0.016964065376864967 -0.045493210426094083 -0.0034208705357756928 -0.0096069281315959779 -0.045767173581595905 leaf_weight=880.39369746518787 5.4938628850504774 5.3118951034266528 33.926572510274127 6.860564222559332 16.410000692354519 6.4090904342010608 129.73863950138912 9.6790758366696519 126.42427387693897 5.0257875965908152 5.5010254031512948 12.295860676211303 5.4279830486048048 483.86584372509969 9.3654607514617947 143.17313474731054 20.759651789674535 168.61248586536385 12.973728178068994 7.0903955032117647 7.0256610580254346 5.0171551076928145 19.430664099985737 5.0141321243718258 5.4109402240719637 6.2695731231942773 leaf_count=11328 84 122 648 61 760 70 1865 120 1368 59 93 165 65 6710 258 2488 724 2156 240 180 173 136 352 184 86 115 internal_value=0.00014241 -0.00148258 0.00238315 0.0272222 -0.000639905 0.00707271 0 -0.00917553 0.00127509 -0.0179189 -0.0025567 0.0205407 0.0278476 0.00166263 0.0148177 0.000652128 -0.00624115 0.00239859 0.0228761 -0.0206217 -0.00132599 -0.0109139 -0.032022 -0.0324863 -0.0385443 -0.0380663 internal_weight=2142.91 1241.02 901.886 24.1915 1181.78 17.3309 1146.24 139.418 1006.82 59.2457 29.0922 17.7969 10.9218 877.694 61.2829 816.411 163.933 652.478 46.9003 35.5402 14.1161 14.3826 30.1535 21.4241 24.8416 11.2954 internal_count=30610 16970 13640 280 15978 219 14681 1985 12696 992 432 258 149 13360 1282 12078 3212 8866 888 1297 353 394 560 944 438 174 is_linear=0 shrinkage=0.05 Tree=294 num_leaves=19 num_cat=0 split_feature=43 25 40 32 36 10 33 43 44 24 42 43 5 34 19 37 7 21 split_gain=3.03336 4.57283 4.16173 4.94624 7.44578 4.64276 5.24519 4.4677 3.9033 7.68498 5.81519 5.54558 5.33611 4.79798 4.34786 3.17612 2.67421 1.65754 threshold=868.50000000000011 62525.745000000003 7.0000000000000009 88.095000000000013 90.495000000000019 0.12295000000000002 0.89415000000000011 967.50000000000011 122.50000000000001 315.82785000000007 180500.00000000003 807.50000000000011 6.2646000000000006 5.7352000000000016 0.16935000000000003 2350.0000000000005 40033.145000000011 322.56000000000006 decision_type=8 10 8 10 10 8 8 10 10 8 10 10 10 10 8 10 8 10 left_child=8 2 3 4 -2 -4 -7 -5 11 10 13 12 14 -10 -1 -12 -3 -13 right_child=1 16 5 7 -6 6 -8 -9 9 -11 15 17 -14 -15 -16 -17 -18 -19 leaf_value=-0.001535672293413009 0.0050046521316764797 -0.041469960187207666 -0.020538323750889743 0.023522469627973483 -0.027354641911616365 0.011127364660052621 0.046281754453801068 0.0027420925449788453 0.010761622064559877 0.036202238506751722 -0.030328448282929202 -0.0043116950344311419 0.041534137659175754 -0.0075121319029000828 0.005621696126621503 -0.01119572468712959 0.00045602981400116763 -0.041018770493970687 leaf_weight=921.19491884933086 36.995441389502957 8.0373209952376747 6.9988505698274821 26.669502618839033 32.412357002962381 44.039608005434275 13.723354044836013 428.64429638616275 54.024030964588746 9.2542030846234393 27.523307346273214 5.1656839116476467 6.8262013420462599 102.21052621945273 274.55578364001121 110.9664009634871 6.1288971146568665 9.5310526355169696 leaf_count=13744 468 92 82 461 337 420 147 6132 754 195 346 120 63 1277 3718 1853 41 163 internal_value=-7.96058e-05 0.00291398 0.00361308 0.00211167 -0.0102095 0.0154849 0.0202099 0.00401912 -0.00127191 -0.00633019 -0.0078005 -4.91811e-07 0.000380496 -0.00113323 0.000106874 -0.0152242 -0.0241673 -0.029532 internal_weight=2124.9 603.65 589.483 524.722 69.4078 64.7618 57.763 455.314 1521.25 303.978 294.724 1217.27 1202.58 156.235 1195.75 138.49 14.1662 14.6967 internal_count=30413 8180 8047 7398 805 649 567 6593 22233 4425 4230 17808 17525 2031 17462 2199 133 283 is_linear=0 shrinkage=0.05 Tree=295 num_leaves=8 num_cat=0 split_feature=14 15 15 14 19 32 43 split_gain=2.70642 2.23398 2.42045 5.54419 2.70302 3.45477 2.8179 threshold=1.135 8.7773500000000002 5.0697500000000018 66.585000000000022 -1.1455499999999998 96.945000000000007 605.50000000000011 decision_type=8 10 10 10 8 10 8 left_child=-1 2 4 -4 5 -2 -6 right_child=1 -3 3 -5 6 -7 -8 leaf_value=-0.029295172208414891 -0.0481959557625561 -0.022297889441011871 0.047080607046504651 -0.015643318415040644 -0.0010914514578196464 0.0029586592324588913 0.0026348653666791399 leaf_weight=6.7462684183847159 5.5095399729907495 9.8647315890993905 7.3884427846642193 5.2470994289033115 1239.6896833395585 6.1294051560107619 856.4974197037518 leaf_count=221 94 301 190 114 17688 165 11682 internal_value=0.000199065 0.000308514 0.000426501 0.0214298 0.000288121 -0.0227582 0.00042926 internal_weight=2137.07 2130.33 2120.46 12.6355 2107.83 11.6389 2096.19 internal_count=30455 30234 29933 304 29629 259 29370 is_linear=0 shrinkage=0.05 Tree=296 num_leaves=24 num_cat=0 split_feature=14 31 29 20 20 44 4 20 19 36 31 31 20 17 14 41 31 43 40 36 36 15 14 split_gain=4.5811 5.25629 3.46452 5.94275 8.45742 6.64602 5.89933 5.29317 5.07811 5.04885 3.24894 3.19864 4.86748 3.04091 2.88079 3.0605 2.94929 2.5939 2.43478 2.25743 2.15066 2.12638 0.133675 threshold=20.245000000000001 0.14935000000000001 1846.4387000000004 1744.2550000000003 4875.7150000000011 46.500000000000007 10003.750000000002 6269.6850000000004 0.012250000000000002 84.645000000000024 0.41655000000000003 0.19495000000000004 358.35500000000008 1.1903000000000001 23.345000000000002 67.02500000000002 0.83945000000000014 2028.5000000000002 7.0000000000000009 95.895000000000024 96.375000000000014 2.5017500000000004 117.105 decision_type=10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 left_child=2 13 3 5 8 10 7 9 -5 -4 -1 12 -3 18 16 -16 -13 -8 22 -9 -7 -20 -2 right_child=1 11 6 4 -6 20 17 19 -10 -11 -12 14 -14 -15 15 -17 -18 -19 21 -21 -22 -23 -24 leaf_value=-0.0031466188466150822 -0.034791393515053788 -0.011790366664650083 0.011984814697089634 0.030348610811876939 -0.0093860426256898236 -0.035027508613021063 0.057194630929269477 0.043249160746393012 0.098224883830190318 -0.025744112853418367 0.044262771729985662 -0.032767847675259337 0.047598711549331638 -0.042551874392177141 0.0059200592087304185 -0.00072271121504775869 0.0042845189598087041 0.0064789971826098225 -0.0083214299658217437 -3.7355458590949419e-05 0.0027185187253716838 0.02361014909961168 -0.014978047720501129 leaf_weight=5.1043006839463514 7.1672869601752591 5.0774496276862902 12.064657436858395 8.2272254088893551 5.457769992761313 7.6965332082472724 5.0430054872995225 5.6911488594487292 5.0341529254801562 26.963419369421899 9.2259371307445672 12.537038266367746 7.475425838958472 7.8172545460984102 191.63365586835425 1733.7628929796629 8.1982486862689239 5.2505357840564102 34.528172299265862 5.0587146558100358 6.0251667004777119 5.0791432363912454 5.0641733929514885 leaf_count=242 192 93 343 236 168 322 107 78 89 759 377 345 106 143 2825 22825 143 98 367 107 314 62 67 internal_value=-5.18704e-06 -0.000543753 0.0100331 0.0200964 0.0411846 0.0049188 0.00191528 -0.00530064 0.0615465 -0.0139481 0.0279461 -9.22268e-05 0.0241103 -0.0150403 -0.000263207 -5.62345e-05 -0.018365 0.0346326 -0.0100702 0.0241841 -0.0190549 -0.00362289 -0.028718 internal_weight=2125.18 2018.34 106.843 46.7711 18.7191 28.0519 60.0715 49.7779 13.2614 39.0281 14.3302 1958.68 12.5529 59.656 1946.13 1925.4 20.7353 10.2935 51.8388 10.7499 13.7217 39.6073 12.2315 internal_count=30408 27168 3240 1748 493 1255 1492 1287 325 1102 619 26337 199 831 26138 25650 488 205 688 185 636 429 259 is_linear=0 shrinkage=0.05 Tree=297 num_leaves=30 num_cat=0 split_feature=44 11 44 43 14 18 7 37 19 32 25 21 33 25 8 7 37 19 32 24 19 24 35 36 32 14 7 29 21 split_gain=4.43915 5.93228 5.62585 7.7932 6.70065 5.17401 8.31958 5.1819 5.21604 4.96514 4.88604 4.8429 4.7108 7.64391 5.57649 4.93638 4.80305 7.22219 4.58154 4.44551 5.50014 4.39376 7.22514 9.87753 8.22478 4.66164 5.1262 4.73253 4.09666 threshold=49.500000000000007 845.49000000000012 91.500000000000014 1627.5000000000002 41.555000000000007 11.500000000000002 2161.6900000000001 7050.0000000000009 0.32285000000000003 88.955000000000013 30000.960000000003 615.90500000000009 0.8065500000000001 4297.1250000000009 19.955000000000002 800.03000000000009 2924.3400000000006 0.085250000000000006 99.50500000000001 1.7559500000000001 0.056350000000000004 1.2108500000000004 1.5000000000000002 95.77500000000002 95.25500000000001 12.505000000000001 814.3850000000001 1663.3578500000001 574.40000000000009 decision_type=8 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 10 8 10 8 8 10 10 10 10 10 10 8 8 left_child=1 12 3 19 -5 7 11 8 -4 -9 -8 -7 13 14 -1 -15 17 -14 -18 20 -2 25 23 -23 -24 27 -27 -3 -21 right_child=2 21 5 4 -6 6 10 9 -10 -11 -12 -13 16 15 -16 -17 18 -19 -20 28 -22 22 24 -25 -26 26 -28 -29 -30 leaf_value=0 -0.0017130014202251448 0.044124933717810039 0.0010620314565224981 0 0.071082999918013076 0.0088438988276695937 0.02681138423541864 -0.037226424247809774 -0.017732636967156764 -0.0069349782352608157 -0.0087464269054845726 -0.023243470868336717 -0.00068859838432224808 -0.027693336485254419 0.024031478943651444 0.0015536971084764851 0.003228372123775896 -0.024553782323646731 -0.028748555424031503 -0.02619058690163107 0.013306297418491989 0.036535963957630861 -5.0656813802064959e-05 -0.011756870716953256 -0.035169312610529996 -0.0312897685787972 -0.010448115615441764 -0.015080641878108628 0.0035229961341779548 leaf_weight=37.531755889998749 90.519946394080762 5.7399958817986745 732.01485698798206 5.2348701931769011 7.6940777562558651 23.614890879020095 56.77128239441663 15.123398341704158 37.870005195494741 94.445274547906592 10.86082601547241 21.434218977112323 75.628707077819854 17.142870144918561 67.296737689524889 68.763681013137102 196.9229578509694 54.218863825313747 10.860212497413157 18.131010246928781 180.95956952287816 22.830215594498441 57.928438280709088 18.162528412998654 22.574988768436015 42.359097248176113 102.16988484631293 5.8399095507338652 28.361741916043684 leaf_count=442 1456 349 9671 118 104 413 666 186 516 1778 95 268 993 279 851 767 2400 631 182 349 2142 371 849 497 422 1113 1783 278 467 internal_value=5.9459e-05 -0.00286128 0.00184331 0.00747841 0.0441721 -3.67317e-05 0.00999664 -0.00133784 0.000109247 -0.0114601 0.0209842 -0.0064878 0.000242068 0.00651282 0.015523 -0.00447659 -0.00329442 -0.0108034 0.00140339 0.00583694 0.00829213 -0.00876548 -0.00156521 0.0152495 -0.0102707 -0.0142918 -0.0167639 0.015044 -0.00826676 internal_weight=2129.01 805.971 1323.04 330.901 12.9289 992.135 112.681 879.454 769.885 109.569 67.6321 45.0491 528.366 190.735 104.828 85.9066 337.631 129.848 207.783 317.972 271.48 277.605 121.496 40.9927 80.5034 156.109 144.529 11.5799 46.4928 internal_count=30436 12207 18229 4636 222 13593 1442 12151 10187 1964 761 681 6545 2339 1293 1046 4206 1624 2582 4414 3598 5662 2139 868 1271 3523 2896 627 816 is_linear=0 shrinkage=0.05 Tree=298 num_leaves=25 num_cat=0 split_feature=31 31 42 32 8 33 44 18 23 23 43 32 39 32 32 17 26 32 36 7 7 39 24 29 split_gain=2.93679 5.34351 6.97265 6.23516 9.53001 8.65656 4.73666 7.50609 8.1273 7.05763 4.72563 6.38036 4.20763 3.50789 4.46325 7.24011 4.27718 3.58571 4.3266 3.5566 3.09972 2.83045 2.22736 1.89007 threshold=0.63555000000000017 0.65855000000000008 89500.000000000015 97.835000000000022 70.135000000000005 0.80815000000000015 18.500000000000004 3.5000000000000004 8.5000000000000018 11.500000000000002 394.50000000000006 95.165000000000006 0.038350000000000002 99.50500000000001 98.655000000000015 1.1581000000000001 6.5000000000000009 98.235000000000014 98.325000000000003 9799.2400000000016 5201.3450000000003 0.11155000000000002 0.89790000000000014 3999.9285500000005 decision_type=8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 left_child=13 2 -2 4 -4 -5 7 8 -3 -9 11 -8 -12 14 17 19 22 18 -1 -16 -18 -19 23 -15 right_child=1 6 3 5 -6 -7 10 9 -10 -11 12 -13 -14 16 15 -17 20 21 -20 -21 -22 -23 -24 -25 leaf_value=-0.0035003448502256927 -0.025283354375305142 0.012354949726413073 0.029244747964871948 -0.012133606742478802 -0.015090916503732912 0.060183305707494486 -0.013098900838397135 -0.016167476477684028 0.088877279955078201 0.022837505255015524 -0.006427578620107806 0.0007766112801978124 0.0023577856247472152 0.0077390983232767177 -0.0235572937916564 0.052566499409383051 0.026840139517958203 2.0824027285192673e-05 0.017278687640913476 0.025044133894734217 -0.019230396082577105 -0.035042386423726618 -0.043344773345006915 -0.028713167010972592 leaf_weight=508.75292718433775 9.1625434104353172 9.3524586672428978 25.014508077176288 5.0470704999752369 21.673480329103768 14.923416508361695 157.37216552393511 22.429517274722457 5.1213297513313583 21.909497352316976 159.91522572317626 172.18111137370579 884.54540627938695 5.7225284052547085 8.2556316260597651 8.5144939648453164 6.7690699726808798 8.710270192066675 25.298660899046808 5.3162482902407637 5.846346503123641 14.475811736425383 13.122700032021383 6.6257564639672637 leaf_count=8198 146 266 381 121 245 225 1693 308 68 259 2917 2384 10878 83 212 181 212 244 485 56 97 308 383 109 internal_value=-0.000539396 0.00064691 0.0134941 0.0191931 0.00867355 0.0419614 -3.83764e-05 0.013732 0.0437483 0.00307461 -0.000640994 -0.00585384 0.00100303 -0.00344259 -0.00244987 0.0190715 -0.0179657 -0.00334447 -0.00247622 -0.00376428 0.00527821 -0.0222073 -0.0294314 -0.0121314 internal_weight=2126.06 1508.65 75.821 66.6585 46.688 19.9705 1432.83 58.8128 14.4738 44.339 1374.01 329.553 1044.46 617.41 579.324 22.0864 38.0864 557.238 534.052 13.5719 12.6154 23.1861 25.471 12.3483 internal_count=30459 19891 1118 972 626 346 18773 901 334 567 17872 4077 13795 10568 9684 449 884 9235 8683 268 309 552 575 192 is_linear=0 shrinkage=0.05 Tree=299 num_leaves=19 num_cat=0 split_feature=36 32 34 36 19 36 9 37 7 7 34 36 31 20 39 19 41 25 split_gain=2.96543 7.1557 5.35099 4.95988 8.89675 4.34307 4.41341 4.58599 9.6639 5.57635 4.19532 3.22905 3.04943 2.93573 1.93609 1.3391 0.120048 0.101853 threshold=85.115000000000023 80.705000000000013 157.85725000000005 85.235000000000014 0.079150000000000012 84.975000000000009 1.5000000000000002 410.00000000000006 3275.1250000000005 1295.9400000000003 48.760400000000011 86.15000000000002 0.30825000000000008 141.91000000000003 0.30145000000000005 0.085750000000000007 90.085000000000022 4000.1450000000004 decision_type=10 10 10 10 10 8 10 10 10 8 8 10 10 10 10 10 8 10 left_child=5 -2 3 4 -3 6 7 8 -1 -9 15 -5 -4 -8 -14 17 -15 -7 right_child=1 2 12 11 -6 10 13 9 -10 -11 -12 -13 14 16 -16 -17 -18 -19 leaf_value=-0.0019915482254767984 0.052772889426220243 -0.011334934567973168 0.0067207136496844639 -0.021582292918368225 0.073560477903686194 -0.050363589531833168 0.0015197259077935547 0.0065725225909334982 0.063820310040997905 -0.008453268714216906 0.010203276540339607 0.0015020911352798634 -0.050781027784710921 -0.046590705578921442 -0.01387600687312926 -0.0096832680369069203 -0.021959757165620052 -0.024720786481698665 leaf_weight=16.146024578716609 5.7587347982916972 5.3008487513288838 5.8829575581476119 14.259862587088717 5.4587370529770851 8.1779279382899457 6.3849852121202302 101.64088704716414 7.367953620851039 153.46559219295159 6.1977982558310023 1744.1512376054889 7.601533796638253 6.8096505625871915 8.6838241014629585 5.1506304303184143 5.0651557836099537 5.0969741893932214 leaf_count=181 58 63 63 200 48 117 143 2093 45 1500 62 25011 84 268 108 54 108 57 internal_value=0.000609248 0.00140287 0.00120558 0.00152004 0.0339032 -0.0038019 -0.00207149 -0.000451438 0.0201884 -0.0024448 -0.0235751 0.00129989 -0.0226563 -0.0252247 -0.0333327 -0.0351349 -0.0389945 -0.0432896 internal_weight=2118.6 1797.1 1791.34 1769.17 10.7596 321.504 296.88 278.62 23.514 255.106 24.6233 1758.41 22.1683 18.2598 16.2854 18.4255 11.8748 13.2749 internal_count=30263 25635 25577 25322 111 4628 4338 3819 226 3593 290 25211 255 519 192 228 376 174 is_linear=0 shrinkage=0.05 end of trees feature_importances: shd_pre_repay_amt_rate=293 cre_now_l90_limit_left_d_min=252 min_apply_amt=241 ps_int_amt_avg=240 shd_pre_repay_cnt=234 repay_amount_all_shd_amt_pc=232 ps_int_amt_sum=230 cre_now_l30_used_amt_d_max=230 end_loan_to_rep_loan_freq=230 cre_l90_used_limit_amt_min=227 repay_amount_m6_all_shd_amt_pc=227 available_limit_amt=223 loan_os_prcp_credit_amount_m3=209 max_loan_os_prcp_m12=209 grade_limit_amount=209 cre_now_p1m_used_rate_m=199 loan_os_prcp_credit_amount_m12=197 cre_now_l30_limit_left_d_min=193 orig_prcp_avg_m12=181 cre_now_l60_usedrate_m_max=175 cre_l60_used_limit_rate_min=172 cre_now_l60_used_amt_m_max=169 loan_os_prcp_credit_amount_m6=167 t_ps_od_days_max=139 f_ps_od_days_max=121 suc_apprv_num_m6=105 s_ps_od_days_max=94 cre_l30_l90_used_amt_m_min=92 min_tnr=92 cre_now_l60_used_amt_d_min=84 avg_tnr=83 loan_os_prcp_gt0_m12_num_pc=77 useratemore50maxcontimonsm12=76 cre_now_l60_limit_left_d_max=75 apprv_amt_day=69 cre_now_l60_used_amt_m_min=68 useratemore70monthsubcurmonth=60 useratemore90maxcontimonsm12=53 cre_now_l30_used_amt_d_min=51 useratemore70_m6_num=44 apprv_num_m1=40 setl_rem_prcp_paym_m3_num=33 suc_apprv_num_m1=26 setl_rem_prcp_paym_last_month_lo=25 last_clear_num_m1=20 useratemore90_m3_num=15 loan_os_prcp_gt0_m3_num_pc=8 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 300] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 2] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 5] [min_data_in_leaf: 50] [min_sum_hessian_in_leaf: 5] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 1] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0.1] [lambda_l2: 1] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 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:[]