tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=11 objective=binary sigmoid:1 feature_names=f_ps_od_days_max t_ps_od_days_max s_ps_od_days_max available_limit_amt apprv_num_m3 loan_os_prcp_credit_amount_m3 suc_apprv_num_m1 cre_l60_used_limit_rate_min cre_now_l60_used_amt_m_min apprv_amt_day loan_os_prcp_credit_amount_m6 cre_l90_used_limit_amt_min feature_infos=[0:107] [0:196] [0:99] [0:195506.28] [0:399] [-9998:4935.3500000000004] [0:63] [0:26.666699999999999] [0:133000] [0:316000] [-9998:4571.6099999999997] [0:148000] tree_sizes=3166 3490 2826 3454 3251 3245 3247 3366 3383 3227 3365 3347 3170 3154 3160 3269 2971 3238 3173 3275 3407 3249 3280 3049 3066 3041 3281 2839 3183 3056 2527 3170 2724 2949 3074 2855 2526 2296 2530 2739 2936 2741 3167 2094 2847 2092 2693 2935 2177 2517 2523 2946 2194 2523 2101 2519 2289 2208 2080 3158 2948 2514 1975 2711 1986 3141 2297 2420 2719 2311 2296 2289 2517 2277 2826 2175 3145 2370 3042 2525 2074 2319 2201 2516 1775 2499 2071 2612 2188 1984 2516 3470 1763 3375 2825 2396 2608 1864 2405 2732 2508 1638 2605 2718 2185 1863 2291 1538 1839 2621 2296 1844 3154 2083 1855 2484 2298 1995 3072 2183 2609 2718 2518 2168 1861 2626 1976 2624 1644 1659 2617 2504 2389 2390 2495 1843 3066 2709 1222 2845 3178 1434 2305 2714 2088 1671 1754 2088 2611 2085 2397 2830 1770 2168 2726 2924 2702 2609 1549 2520 1832 2718 1770 2056 2413 1232 2188 1876 2175 2714 1096 2808 1993 2288 1981 1437 1111 2081 2184 2519 2392 2622 1525 2516 2175 1950 1763 1866 801 907 1753 2308 2306 1859 1831 2409 2812 2706 1746 2576 2832 2623 1517 2312 2175 2085 3165 2409 1860 1874 3279 2823 1968 2617 1231 1880 2075 2415 2092 1646 1656 2180 2610 1658 1309 1655 1982 2189 1977 2277 1975 1336 2824 2063 1004 2382 1979 1109 2412 2522 2166 2745 2079 1324 2055 2501 2178 1342 2189 2181 1114 1436 2517 3160 1329 1974 2290 2926 1545 1966 1881 1843 1652 1731 2397 1329 2400 1537 1552 1972 2259 2176 1982 2285 2065 3143 3047 1866 904 2748 1658 1847 2621 2300 3157 2837 2073 2512 1545 1542 3167 1226 2186 2734 2736 2185 1874 2270 1748 2933 Tree=0 num_leaves=29 num_cat=0 split_feature=0 6 11 3 11 3 7 3 2 5 9 11 2 3 9 4 11 2 7 7 0 7 5 11 5 7 11 2 split_gain=376.055 197.478 132.207 88.5153 64.2992 47.5567 38.5039 36.5153 26.6892 23.622 19.115 17.5332 14.8487 14.4799 14.3059 13.2921 11.0737 8.32607 8.30331 5.57266 5.11266 4.59267 3.50748 1.37821 1.18051 1.6907 1.05809 0.527425 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1148.3600000000004 1.0000000180025095e-35 7552.1800000000012 19.500000000000004 0.10185000000000001 1479.7700000000002 12.500000000000002 178.99500000000003 778.00000000000011 8332.8250000000025 1.0000000180025095e-35 2622.7950000000005 5912.0000000000009 1.5000000000000002 3220.0800000000004 1.5000000000000002 0.31700000000000006 0.42825000000000008 1.5000000000000002 0.25025000000000003 81.885000000000005 11614.985000000002 102.90000000000002 0.010850000000000002 12000.210000000001 1.0000000180025095e-35 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 10 10 10 10 10 left_child=1 2 7 6 5 -4 24 12 15 -6 11 20 -1 14 22 -8 -16 -13 -9 -10 -5 -15 -3 -23 25 -2 27 -12 right_child=3 13 4 10 9 -7 8 18 19 -11 26 17 -14 21 16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 leaf_value=-2.3832136413460612 -2.4543506000388411 -2.4365186689248985 -2.3506351813025583 -2.4304463035406574 -2.3223655795836886 -2.3842523581167296 -2.3951089722964714 -2.4273324575050785 -2.37327781121467 -2.3704124065682279 -2.4443946206320266 -2.3879066679841738 -2.4102012311843768 -2.454870065401741 -2.4118619904095118 -2.4226776353772124 -2.3553913569920044 -2.4288677201909805 -2.3913345622146758 -2.2941993040413342 -2.4405350562802477 -2.4325820727466927 -2.4170287263178736 -2.4042898205796934 -2.4199057732382125 -2.4332987032021696 -2.4316491538737504 -2.4574417742661234 leaf_weight=204.5108924433589 25.649232521653175 68.67619950324297 162.62220501154661 265.29502040147781 108.44009844213724 303.92063979059458 197.52944453805685 109.88191920518875 5.3119712322950345 36.804372109472752 30.961203753948212 29.367612384259701 67.006722830235958 55.62392733246088 28.077562227845192 55.016844905912876 11.382795497775076 19.957834772765636 17.833046279847622 5.9190536588430405 282.29332834482193 15.556487180292608 38.473848782479763 5.2360859289765349 7.8920715451240531 27.091053284704685 9.7892041280865651 105.93588343262672 leaf_count=2695 338 905 2143 3496 1429 4005 2603 1448 70 485 408 387 883 733 370 725 150 263 235 78 3720 205 507 69 104 357 129 1396 internal_value=-2.40601 -2.38722 -2.37783 -2.42773 -2.36324 -2.37243 -2.40591 -2.40025 -2.39764 -2.33418 -2.43722 -2.43314 -2.38988 -2.42972 -2.4203 -2.40118 -2.39485 -2.40471 -2.42219 -2.32547 -2.43571 -2.4473 -2.42974 -2.42548 -2.44152 -2.44434 -2.4535 -2.45483 internal_weight=2302.06 1234.05 1011.02 1068.01 611.787 466.543 324.41 399.233 263.777 145.244 743.6 596.914 271.518 223.027 146.61 252.546 39.4604 49.3254 127.715 11.231 547.588 76.4165 107.15 20.7926 60.6324 52.7403 146.686 136.897 internal_count=30336 16262 13323 14074 8062 6148 4275 5261 3476 1914 9799 7866 3578 2939 1932 3328 520 650 1683 148 7216 1007 1412 274 799 695 1933 1804 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=3 2 11 11 2 11 1 9 10 11 8 11 9 3 7 11 10 1 3 8 7 4 1 6 9 1 6 10 9 9 split_gain=226.367 148.61 108.192 88.7564 45.0009 42.5189 41.7173 38.2611 28.6316 27.9995 26.6295 23.8464 21.1003 20.0836 18.5364 14.9197 12.5915 16.2763 8.85278 8.67861 7.36849 5.8264 5.36308 4.82798 3.46173 3.34225 3.1291 1.83775 1.61086 1.2819 threshold=1.0000000180025095e-35 1.0000000180025095e-35 750.32500000000016 696.96000000000015 1.0000000180025095e-35 12863.275000000003 7.5000000000000009 296.00000000000006 164.72000000000003 1580.7600000000002 1.0000000180025095e-35 5000.1550000000016 598.50000000000011 1029.3650000000002 0.43605000000000005 6675.1350000000011 27.865000000000006 7.5000000000000009 1671.1950000000002 296.62000000000006 0.58470000000000011 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 843.00000000000011 3.5000000000000004 4.5000000000000009 96.180000000000021 15050.000000000002 1999.5000000000002 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 10 10 10 10 10 10 10 left_child=3 2 13 12 8 7 21 -4 11 -8 15 -5 16 19 -7 18 22 -18 -3 -2 -10 -6 -1 -15 27 -17 29 -12 -26 -14 right_child=1 10 5 4 6 14 9 -9 20 -11 24 -13 26 23 -16 25 17 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.0026549673307945071 0.0038111702987245789 -0.017001644671400216 0.018775336043524958 0.044269645000430374 0.012445290657898754 0.011911206888195046 0.0057545959177830643 -0.01986242501470329 0.052047227191096883 0.11284748835406189 -0.036978059353718985 0.081482187519184401 -0.042673716005380911 -0.025405050620260546 0.093864366925065612 -0.0034218890826896043 0.008346266963369646 0.070614716813829401 -0.031758871619274029 -0.022828803042450954 0.015661882546095119 -0.009349766961439963 -0.032168740546496197 -0.04394912025593431 -0.05054118269879513 0.028476521470035095 0.0049833785307631939 -0.0099714046934406674 -0.018792321262007108 -0.024177231951514739 leaf_weight=19.089656420052052 83.798066884279251 201.04706425219774 420.90710735321045 140.98639152944088 159.30185727030039 10.249946512281893 9.7584871649742144 74.580433368682861 16.796488262712955 16.307046666741371 100.03404578566551 66.512706220149994 16.930389121174812 114.69551128149033 23.550656020641327 53.946432381868362 121.43711008131504 10.579627737402914 220.1162836253643 46.7239094004035 76.447634406387806 36.871016606688499 24.059202238917351 57.728598155081272 107.77320259809494 8.6392990350723249 6.565541483461856 8.2186104580759984 6.2983899042010298 43.971152544021606 leaf_count=249 1095 2697 5478 1802 2061 130 126 1006 214 208 1348 835 230 1531 295 706 1592 138 2954 622 973 488 318 788 1477 115 88 111 86 591 internal_value=-0.000172545 -0.0112302 0.00308083 0.0220241 0.0336021 0.0167148 0.016399 0.0129212 0.0462015 0.0746325 -0.0280858 0.0565555 -0.00294678 -0.0206998 0.0702124 -0.021405 0.00619757 0.0138673 -0.0247831 -0.00578839 0.0227519 0.00829687 -0.0169378 -0.0318602 -0.0424389 0.00128131 -0.0265052 -0.0350835 -0.0490102 -0.0300063 internal_weight=2303.92 1538.31 832.234 765.614 522.982 529.288 222.238 495.488 300.743 26.0655 706.073 207.499 242.633 302.946 33.8006 483.749 175.166 132.017 421.163 130.522 93.2441 196.173 43.1489 172.424 222.324 62.5857 67.4671 108.253 114.072 60.9015 internal_count=30352 20439 10945 9913 6707 6909 2883 6484 3824 334 9494 2637 3206 4036 425 6472 2297 1730 5651 1717 1187 2549 567 2319 3022 821 909 1459 1563 821 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=25 num_cat=0 split_feature=0 6 7 1 9 1 1 7 5 10 2 7 5 9 0 4 2 0 7 5 1 9 8 8 split_gain=359.748 134.347 73.6625 62.9251 45.3572 39.6138 51.2927 29.3259 23.2756 22.2521 17.4163 16.8952 11.4874 7.40803 6.3179 6.04026 5.4735 5.27747 5.04111 3.12864 2.65179 1.02641 0.965078 1.25254 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.27555000000000007 12.500000000000002 402.00000000000006 7.5000000000000009 1.0000000180025095e-35 0.6956500000000001 94.050000000000026 74.475000000000009 1.0000000180025095e-35 0.015050000000000003 30.330000000000002 5310.5000000000009 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 11.500000000000002 0.44255000000000005 86.245000000000019 5.5000000000000009 580.50000000000011 8702.385000000002 34.105000000000011 decision_type=10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 10 4 9 6 -4 14 -7 15 11 -1 22 19 -5 -2 -12 -11 -15 -14 21 -6 23 -3 right_child=3 12 5 7 20 8 -8 -9 -10 17 16 -13 13 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.016127823832993753 -0.019278636487932765 -0.01798022591760793 0.039744546738254727 0.057394087494597401 -0.027424833639852233 0.055091099142029601 0.0077969453749630324 0.15455808426916415 0.17641355190739808 -0.0089393311231944061 -0.024237382946917848 0.017388250637677249 -0.022737438900687051 -0.0050644868183383363 -0.0020347923394776761 -0.031003202465497329 0.01830812652588713 0.033908913660221501 0.027889801137995548 -0.0038339040135922271 -0.0077470542776559214 -0.04636114419344628 -0.014446368662307802 -0.043026529202442661 leaf_weight=44.902962878346443 251.49606534838676 8.8998474478721601 562.76197265088558 7.022068649530417 14.249677039682863 11.732361480593683 162.9220963716507 5.2026064768433562 6.5608973354101172 349.34082330018282 52.289009779691696 207.31139104813337 78.541213780641556 35.671345248818398 9.6095810681581479 213.87514936178923 7.922263301908969 6.3278374895453444 15.928652241826056 31.777981169521809 5.6619388312101355 179.58163584768772 6.7869499176740637 40.223690010607243 leaf_count=598 3409 123 7056 89 197 146 2067 63 79 4624 699 2684 1081 480 121 2926 105 80 200 423 80 2532 96 567 internal_value=0.000808681 0.0186252 0.0259962 -0.0209631 -0.0227841 0.0345445 0.0325995 0.0612016 0.105751 -0.0175392 0.00557906 0.0113613 -0.0170545 -0.010145 0.0246052 -0.0247327 -0.0183502 -0.00807005 0.0053501 -0.0174205 -0.0441501 -0.0451426 -0.0364468 -0.0390378 internal_weight=2316.6 1274.23 1056.4 1042.37 1020.53 743.977 725.684 21.8343 18.2933 821.04 312.426 252.214 217.83 161.919 16.6316 465.371 60.2113 355.669 51.6 110.319 199.493 193.831 55.9105 49.1235 internal_count=30525 16404 13434 14121 13848 9348 9123 273 225 11039 4086 3282 2970 2184 210 6335 804 4704 680 1504 2809 2729 786 690 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=0 split_feature=0 9 3 3 1 2 10 7 8 9 10 7 3 0 9 2 1 8 7 5 0 4 0 9 8 7 4 7 8 5 split_gain=302.178 124.689 88.9326 67.9912 33.4875 31.071 31.6401 21.4892 18.5157 17.7693 15.4294 14.1536 13.3433 9.48077 9.01027 6.15619 6.35661 6.13896 5.86306 5.57644 5.43621 4.12774 2.89826 2.61965 2.11647 1.26382 1.11453 0.70731 0.520436 0.270762 threshold=1.0000000180025095e-35 1.0000000180025095e-35 261.34500000000008 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 34.155000000000008 0.091950000000000018 741.44000000000017 843.00000000000011 159.61500000000004 0.6956500000000001 309.65000000000003 11.500000000000002 5912.0000000000009 5.5000000000000009 2.5000000000000004 7461.9450000000006 0.071350000000000011 134.22500000000002 1.5000000000000002 4.5000000000000009 4.5000000000000009 4202.5000000000009 1988.3650000000002 0.010850000000000002 1.5000000000000002 0.45505000000000007 12097.570000000002 75.105000000000004 decision_type=10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 left_child=1 2 8 4 7 6 -4 25 10 15 -1 22 14 -9 24 20 -17 -16 26 -10 -5 -7 -6 -20 -3 -2 -14 28 -11 -29 right_child=3 12 5 9 11 21 -8 13 19 27 -12 -13 18 -15 17 16 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.048382957440343911 -0.042593664196825934 -0.023467868151969384 -0.0098341888803147506 -0.021671061040509337 0.052574454291550082 -0.014927688557106682 0.02158830379701579 -0.0019157067118665185 -0.017742498776107101 -0.050576970258357591 0.026511008194989999 0.1161215488420539 -0.030141394051390366 0.050255096739941843 0.04442700897769996 0.026826321705181101 -0.018483402652572586 0 -0.027078972607434457 0.027610074207324642 -0.032087697382644519 0.027394906243722417 0.0098379189028096389 -0.0042251553475532444 -0.0047165642992087926 -0.023213537412993372 -0.050704056143991205 -0.024540640852483385 -0.029740819078573684 -0.041585514041415042 leaf_weight=299.23384397476912 30.276318445801735 41.460915416479111 97.63941229134798 273.88390169292688 6.4309956505894723 110.4223655462265 428.10599704086781 238.59893906116486 16.878072910010818 91.044803768396378 118.04302275925875 5.9851814508438101 18.214459374547005 8.0366054624319059 10.586906448006628 10.100511521100996 24.442969396710396 23.008680909872055 41.769373171031475 9.9107802063226682 261.73146393895149 5.0971723198890677 10.591184362769125 19.123269222676754 25.413126669824123 20.204934351146221 31.75314174592495 12.892314441502096 9.6860410273075086 15.909299112856386 leaf_count=3611 435 569 1283 3786 77 1460 5322 3128 218 1347 1437 65 264 100 133 142 341 303 587 123 3665 67 132 259 350 277 460 189 142 235 internal_value=-0.000326231 0.0156818 0.0225241 -0.0206802 -0.00156773 0.0105757 0.0157356 -0.00615289 0.0397047 -0.0294027 0.0422858 0.0552266 -0.0193753 0 -0.00602061 -0.0255007 -0.00471217 0.0147457 -0.0312715 -0.000394195 -0.0268208 -0.0127983 0.0282826 -0.0201668 -0.0165902 -0.0355355 -0.044045 -0.0462128 -0.0489346 -0.0352031 internal_weight=2316.48 1296.66 1085.33 1019.82 320.124 641.265 525.745 297.117 444.066 699.691 417.277 23.0074 211.33 246.636 100.47 570.159 34.5435 33.5956 110.86 26.7889 535.615 115.52 17.0222 60.8926 66.874 50.4813 49.9676 129.532 100.731 28.8016 internal_count=30507 16446 13521 14061 4214 8132 6605 3940 5389 9847 5048 274 2925 3228 1355 7934 483 436 1570 341 7451 1527 209 846 919 712 724 1913 1489 424 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=29 num_cat=0 split_feature=0 11 3 11 3 9 3 10 4 9 10 9 9 7 3 0 11 11 10 6 8 9 5 0 11 8 9 8 split_gain=262.459 115.667 64.3756 48.6328 41.2764 28.982 28.0936 23.6466 30.2406 21.81 20.8425 19.0416 18.6819 10.6782 9.98188 8.57171 8.13843 6.77527 5.98755 5.23061 5.86125 3.55539 2.0384 1.68227 1.63166 0.71858 0.630492 0.533237 threshold=1.0000000180025095e-35 927.65500000000009 1.0000000180025095e-35 7552.1800000000012 1181.1250000000002 598.50000000000011 247.38500000000002 299.87000000000006 1.0000000180025095e-35 45.000000000000007 75.295000000000016 402.00000000000006 1.0000000180025095e-35 0.10185000000000001 318.5800000000001 5.5000000000000009 19812.790000000005 4858.3150000000014 94.495000000000019 1.0000000180025095e-35 4802.0700000000006 14100.000000000002 35.305000000000007 4.5000000000000009 12000.210000000001 8702.385000000002 750.50000000000011 20006.775000000005 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 10 10 10 10 10 left_child=1 4 5 6 9 13 10 8 -5 14 -3 15 -8 23 -1 17 -9 -4 -15 20 -6 -11 -17 -2 26 -21 -13 -7 right_child=2 3 11 7 19 27 12 16 -10 21 -12 24 -14 18 -16 22 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.021283984701524705 -0.028045066807862021 0.059329730804919989 -0.028383081653963849 0.068351704327047375 -0.022236908095485512 -0.045920345366023629 0.013850616337070312 -0.025788661954012727 0.021803845943270755 -0.023776739816792722 0.023981003331096009 -0.033731306511709677 -0.02157942136533721 0.017687814027735678 0.00035519192229977646 -0.018702701236934512 0.034094838944804744 -0.012793927450242186 0.0016473157058236245 -0.043131571391320608 0.020591052047411327 0.0082684861837008048 0.007738077860765049 0 -0.020120680652332086 -0.020848768940330897 -0.047801902228083684 -0.019516498334384631 leaf_weight=138.82489319890738 26.08191604912281 52.716793343424797 409.50017137825489 114.54240389913321 118.87021002173424 31.108784504234791 338.13939210027456 12.993926130235197 52.308439031243324 58.506498768925667 208.0086921826005 24.103403083980083 40.791030161082745 90.301480315625668 97.037031069397926 9.1479762345552427 8.5329284816980344 88.462752759456635 163.2189856916666 37.165820010006428 7.6733947247266761 9.3625201806426031 24.837261855602264 6.3978951424360266 9.6108597442507726 8.3427286371588689 117.98362458497286 5.0533284023404113 leaf_count=1717 363 625 5843 1303 1592 456 4200 155 628 823 2448 351 583 1177 1233 131 102 1226 2096 561 106 126 351 89 142 124 1815 73 internal_value=-0.000705356 0.014092 -0.0198869 0.0253713 -0.00553967 -0.00143479 0.0187303 0.0476771 0.0540054 0.00553493 0.0313467 -0.0285602 0.00997673 0.0039335 0.0127325 -0.0239999 -0.00136996 -0.0256549 0.00742747 -0.025038 -0.0194596 -0.0192276 0.00014681 -0.0225966 -0.0442567 -0.0396903 -0.0457024 -0.0429897 internal_weight=2309.63 1303.82 1005.81 828.034 475.783 322.162 639.656 188.378 166.851 303.731 260.725 683.646 378.93 286 235.862 531.948 21.5269 497.963 253.52 172.052 126.544 67.869 33.9852 32.4798 151.698 45.5085 142.087 36.1621 internal_count=30439 16326 14113 10044 6282 4254 7856 2188 1931 3899 3073 9859 4783 3725 2950 7551 257 7069 3273 2383 1698 949 482 452 2308 685 2166 529 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=29 num_cat=0 split_feature=0 9 3 3 7 3 1 9 3 5 9 1 1 5 7 9 5 10 5 2 6 1 0 10 10 7 10 7 split_gain=245.752 102.017 87.9801 67.9321 33.0542 33.7603 32.7974 25.6909 18.9438 18.6864 17.8834 14.7136 36.2935 11.7498 10.3105 7.62623 8.86645 7.39013 7.06878 6.49804 4.37591 3.71949 3.38627 2.55289 1.66543 1.58753 1.15218 0.661851 threshold=1.0000000180025095e-35 45.000000000000007 1.0000000180025095e-35 43.500000000000007 0.12595000000000003 7538.0500000000002 10.500000000000002 699.50000000000011 1.0050000000000001 16.675000000000004 351.50000000000006 1.0000000180025095e-35 5.5000000000000009 3.3350000000000004 0.65995000000000015 5912.0000000000009 100.00500000000001 43.955000000000005 63.765000000000008 5.5000000000000009 1.5000000000000002 5.5000000000000009 4.5000000000000009 32.065000000000005 95.655000000000015 0.11075000000000002 8.3750000000000018 0.20265000000000002 decision_type=10 10 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 left_child=1 3 6 11 18 -6 7 9 15 -2 17 13 -13 -1 22 20 -17 21 -5 -19 -3 -4 -8 26 27 -25 -10 -12 right_child=2 8 10 4 5 -7 14 -9 23 -11 24 12 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 leaf_value=0.025728868880034308 -0.012326099035461949 0 -0.033765527513227048 -0.017750182614496832 0.01116260621190341 0.044523859588854027 0.057984150776650548 -0.040804452424060382 -0.024207119589347903 0.01494111033880971 -0.0492932198266261 0.0046220217367632368 0.070199052083973631 0.048345391665429317 0.10407860964712351 0.044514191757094701 -0.0076739776850580609 -0.020741314632167572 0.02124215064058689 0.0075645212472776717 -0.033056116501229187 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0.0210414 0.0425244 0.0590754 0.00266431 0.0213382 -0.0233219 -0.0132767 -0.0190181 -0.0104028 -0.03197 0.0324217 -0.0287188 -0.0430588 -0.0221549 -0.0375984 -0.0442679 internal_weight=2314.39 1321.83 992.567 1117.91 689.663 578.551 323.203 299.332 203.918 265.109 669.364 428.247 112.28 315.967 23.8713 75.9994 31.1844 518.577 111.112 348.781 44.8151 169.796 16.1424 127.918 150.787 75.8831 52.0351 143.804 internal_count=30508 16355 14153 13463 8578 7076 4265 3994 2892 3475 9888 4885 1299 3586 271 1017 395 7510 1502 5021 622 2489 194 1875 2378 1079 796 2271 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=29 num_cat=0 split_feature=8 2 11 1 3 3 1 11 5 11 9 8 11 3 11 7 2 2 3 5 5 2 3 8 9 8 11 10 split_gain=156.799 119.565 68.4882 58.9215 38.6147 29.3187 27.245 24.7206 23.5711 22.6614 13.2883 14.0851 13.0041 12.2302 11.9748 13.2323 10.9572 10.3742 8.66878 7.95814 7.004 7.57955 6.5829 5.68213 2.20928 0.677363 0.477028 0.443104 threshold=4.9000000000000012 1.0000000180025095e-35 5383.7900000000009 7.5000000000000009 110.74500000000002 335.71000000000004 1.0000000180025095e-35 3607.3300000000004 30.330000000000002 388.15000000000003 94.500000000000014 22001.355000000003 6675.1350000000011 648.6450000000001 23828.375000000004 1.2747000000000002 13.500000000000002 8.5000000000000018 261.34500000000008 3.3350000000000004 59.235000000000007 1.5000000000000002 171.13000000000002 400.05000000000007 14988.500000000002 8702.385000000002 2566.7650000000008 74.865000000000023 decision_type=8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 10 10 left_child=1 2 4 5 19 16 8 13 25 -6 11 -10 -7 -5 18 -16 -3 -9 -4 -1 24 23 -12 -22 -8 26 -2 -23 right_child=6 3 14 7 9 12 20 17 10 -11 22 -13 -14 -15 15 -17 -18 -19 -20 -21 21 27 -24 -25 -26 -27 -28 -29 leaf_value=0.013950749731723989 -0.045788619527267711 -0.0024064694478545161 0.046537275385781354 0.031924691499370765 -0.019840522732212682 -0.025393410699858329 -0.048767158817085342 0.14430330728777815 0.0012734186749689621 0.0073103337826943525 -0.0073267436220524132 0.073042601971112814 -4.0402690966188566e-05 -0.03161368418018317 0.097279919097713649 0.031152615442159571 0.058987049626992527 0.04379292180928706 0.025207813448057947 0.031919909878325665 0.012837557643363477 -0.03331954904450788 -0.028143593899669802 -0.023893807751466788 -0.01092572623806911 -0.022788256685905926 -0.020689935226351583 -0.049882611893374035 leaf_weight=100.16059760004282 50.878063958138227 292.85026880726218 103.06661102920771 41.987692624330521 93.22347379475832 338.05348749831319 103.82505406811833 5.747412241995332 87.489487081766129 415.16747106611729 86.599700059741735 6.4352894052863112 59.91419668123126 8.2753622084856016 18.252780258655548 15.151411309838293 6.449729122221469 6.5069307386875161 100.1686651930213 176.29564597085118 12.43871598690748 21.464415330439806 69.305917762219906 49.265731200575829 5.0537696667015544 8.9798272065818292 5.2627315819263449 26.190323922783136 leaf_count=1172 804 3774 1115 494 1256 4921 1658 63 1136 5231 1216 83 819 117 193 169 77 68 1160 1986 180 333 1046 739 80 140 77 394 internal_value=-0.000645345 0.00647453 0.017641 -0.00853503 0.0104962 -0.0127242 -0.0244083 0.0375734 -0.0148983 0.0022927 -0.00781287 0.00696106 -0.0215987 0.0209535 0.0411728 0.0692086 -0.000874806 0.0986412 0.036224 0.0255014 -0.0379793 -0.0284376 -0.0167329 -0.0163229 -0.0471716 -0.0414761 -0.0439266 -0.0433633 internal_weight=2314.46 1781.27 1021.49 759.785 784.847 697.268 533.189 62.5174 314.951 508.391 249.83 93.9248 397.968 50.2631 236.639 33.4042 299.3 12.2543 203.235 276.456 218.238 109.359 155.906 61.7044 108.879 65.1206 56.1408 47.6547 internal_count=30501 22615 12282 10333 9645 9591 7886 742 4502 6487 3481 1219 5740 611 2637 362 3851 131 2275 3158 3384 1646 2262 919 1738 1021 881 727 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=30 num_cat=0 split_feature=6 2 11 3 3 1 11 11 3 7 11 11 3 11 11 5 2 6 7 5 4 1 9 2 1 11 7 9 1 split_gain=149.379 123.663 60.6124 59.1446 40.282 32.0371 27.0991 20.726 15.9356 12.9684 12.1196 11.9782 13.2664 10.8207 10.2208 9.85569 7.47651 6.67493 7.70195 5.66689 5.17271 4.74532 4.33324 4.24131 4.10303 2.20651 1.47656 1.10618 0.158503 threshold=1.0000000180025095e-35 1.0000000180025095e-35 7552.1800000000012 8.3400000000000016 110.74500000000002 12.500000000000002 388.15000000000003 3789.2350000000001 287.10500000000008 0.10645 5958.5400000000009 11614.985000000002 13109.355000000001 23828.375000000004 664.78000000000009 13.915000000000001 5.5000000000000009 2.5000000000000004 0.45865000000000006 336.77500000000003 1.0000000180025095e-35 1.0000000180025095e-35 879.50000000000011 1.0000000180025095e-35 1.0000000180025095e-35 1950.8550000000002 0.69045000000000012 560.50000000000011 4.5000000000000009 decision_type=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 10 8 10 10 left_child=1 2 4 5 15 9 -6 -7 14 -3 16 23 -13 24 21 -1 -5 18 -16 -15 -12 22 -2 25 -4 -10 -19 -25 -23 right_child=8 3 13 10 6 7 -8 -9 11 -11 20 12 -14 19 17 -17 -18 26 -20 -21 -22 28 -24 27 -26 -27 -28 -29 -30 leaf_value=0.012594806619405928 0.013299025543252059 -0.028591377930776141 0.04043531693993313 -0.025455976959900581 -0.016970976411392915 0.033180385533714767 0.0090905269301484026 0.14066120863810494 -0.037104250172038437 0.0063206161254742745 -0.011985333565632972 0.048919044203150207 -0.034278665790575674 0.07729534105558894 0.032671799756323859 0.031266109510924144 -0.00034268066378514539 -0.047449230283832862 -0.0060081749298159237 0.018158280482413761 0.014906255819544096 -0.043982297054536511 -0.023652150567359004 -0.033048777358495353 0.016392251270185447 -0.020394929748966614 -0.011744700603468152 -0.0507454861450016 -0.02298327563951915 leaf_weight=107.21300822496414 8.6451278328895551 28.570016242563725 118.22827403247356 380.25625460967422 125.07711224630475 19.758561529219154 475.81866272166371 5.316340208053588 75.632657568901777 262.17682979255915 43.980323329567909 7.726205192506316 9.6107473075389844 29.311329700052738 15.675136264413593 225.56645929813385 32.602898299694061 7.8227569907903645 55.134073905646801 5.7868028059601775 28.64074269682169 31.143862847238779 47.012990169227123 21.253307618200779 24.001920387148857 35.119252368807793 6.2531531825661668 79.686964083462954 5.8114723153412333 leaf_count=1240 127 397 1242 5648 1720 211 5920 47 1233 3275 595 112 143 296 222 2479 460 113 775 64 402 502 685 335 268 530 86 1365 93 internal_value=-0.000131854 0.00572041 0.0165141 -0.00924067 0.0113908 0.00757597 0.00363831 0.0606806 -0.0276196 0.00278664 -0.0201838 -0.0363512 0.00317148 0.0432463 -0.0161846 0.0253214 -0.0234905 -0.00350789 0.00282058 0.0684568 -0.00125333 -0.0275885 -0.017691 -0.0396112 0.0365556 -0.0320804 -0.0337505 -0.0474292 -0.0415043 internal_weight=2318.83 1912.31 1111 801.302 933.675 315.822 600.896 25.0749 406.528 290.747 485.48 229.029 17.337 177.328 177.499 332.779 412.859 84.8851 70.8092 35.0981 72.6211 92.6135 55.6581 211.692 142.23 110.752 14.0759 100.94 36.9553 internal_count=30585 24264 13229 11035 11359 3930 7640 258 6321 3672 7105 3718 255 1870 2603 3719 6108 1196 997 360 997 1407 812 3463 1510 1763 199 1700 595 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=30 num_cat=0 split_feature=0 11 3 11 3 7 9 1 1 8 9 10 8 11 10 3 10 3 9 8 5 11 3 7 5 5 5 7 11 split_gain=213.908 85.9364 53.3357 38.7744 31.3014 26.1577 22.3883 19.5033 17.6237 15.6366 13.198 12.6378 11.4819 8.36007 8.34937 7.22699 6.88246 6.8029 5.93102 4.04447 3.7059 3.66969 2.94602 2.73094 2.73084 2.2011 1.11681 1.00124 0.824758 threshold=1.0000000180025095e-35 651.33500000000015 1.0000000180025095e-35 7552.1800000000012 1310.8450000000003 0.091950000000000018 45.000000000000007 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 94.500000000000014 192.17000000000004 759.61500000000012 18758.400000000005 15.625000000000002 12763.340000000002 197.91000000000003 1971.4800000000002 699.50000000000011 13349.265000000001 51.215000000000011 1598.8100000000002 3051.5250000000005 0.57935000000000014 64.055000000000021 102.90000000000002 65.695000000000007 0.010850000000000002 1486.4950000000001 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 left_child=1 4 5 6 12 25 7 -3 18 13 11 -5 14 17 -1 -12 -10 -4 -7 23 28 -8 -22 -6 -14 27 -15 -2 -11 right_child=2 3 9 10 19 8 21 -9 16 20 15 -13 24 26 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.018783707718354286 -0.048457489729398992 0.022750142188596733 -0.014939670763861591 0.050887014994892434 -0.032692803863729823 0.0024005654446231026 -0.024112052183597365 0.0029361703697688129 0.064071830077284675 -0.05002415992538374 0.021030899963497753 0.019778062163757437 -0.022858820950224373 0.036828959232201232 0.014064323038837111 -0.039329287632992593 -0.00021384151567289158 -0.028067561941432895 -0.032980079507832813 0.0086985544421568362 -0.034645771478489323 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0.00437268 -0.0266284 0.0395027 0.0436139 0.00226796 -0.0209756 0.00972986 0.00108041 0.047767 -0.0220953 0.000661749 -0.0288678 -0.0378849 -0.00979516 -0.0311666 -0.0310226 -0.013333 -0.0352502 0.0221305 -0.0394445 -0.0457513 internal_weight=2299.39 1346.55 952.838 982.737 363.816 322.371 773.147 693.822 274.304 630.468 209.589 189.091 244.618 421.905 165.944 20.4984 20.5681 411.811 253.736 119.197 208.563 79.3258 115.51 113.022 78.6741 48.0668 10.0933 41.5366 93.0534 internal_count=30336 16274 14062 11331 4943 4207 9157 8010 3461 9855 2174 1909 3146 6363 2040 265 206 6227 3255 1797 3492 1147 1875 1703 1106 746 136 647 1617 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=29 num_cat=0 split_feature=0 11 1 9 9 3 3 11 1 9 11 9 0 0 3 5 1 7 11 5 5 10 5 1 3 11 5 1 split_gain=186.861 83.9609 52.7994 36.3944 34.0384 26.9889 26.5472 24.3052 20.5519 19.2055 12.0051 9.52091 8.96256 8.3032 8.01106 6.6467 6.47269 6.39091 6.22742 5.51674 4.4897 3.37325 3.34089 2.84935 2.09711 2.02449 1.56884 0.363944 threshold=1.0000000180025095e-35 927.65500000000009 7.5000000000000009 45.000000000000007 843.00000000000011 1029.3650000000002 225.66500000000002 23828.375000000004 5.5000000000000009 45.000000000000007 7552.1800000000012 4202.5000000000009 14.500000000000002 5.5000000000000009 12763.340000000002 109.43500000000002 10.500000000000002 0.8831500000000001 388.15000000000003 336.77500000000003 33.335000000000008 51.725000000000001 58.795000000000009 9.5000000000000018 0.35500000000000004 12000.210000000001 65.175000000000026 4.5000000000000009 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 10 left_child=1 5 4 7 6 9 12 8 -3 15 13 24 -2 16 -13 -1 -4 -8 22 -9 -11 -20 -7 -15 -5 27 -27 -6 right_child=2 3 10 11 25 18 17 19 -10 20 -12 14 -14 23 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 26 -28 -29 leaf_value=0.0071774600023451016 -0.0055097054164572777 0.02104182957079305 0.0090884870397357313 -0.00033369646879797578 -0.045829627061582778 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5.5281157456338406 5.9569178931415072 leaf_count=2519 4038 8113 154 134 2119 1352 6823 261 270 230 48 349 65 88 102 332 176 73 624 63 698 279 205 205 692 88 86 108 internal_value=0.00030725 0.0121879 -0.0168193 0.0211967 -0.0198298 -0.00498252 -0.0156362 0.0246012 0.0226711 0.00396713 0.0296246 -0.00874724 -0.00426488 0.0211007 0.0116411 0.0104569 0.0393193 -0.0234433 -0.0210801 0.0652358 -0.0205378 -0.00889055 -0.0289341 -0.000442672 -0.0213596 -0.0430533 -0.0188524 -0.0449679 internal_weight=2293.98 1354.77 939.217 888.602 882.682 466.164 749.269 798.194 763.604 299.883 56.5347 90.4079 305.902 51.3483 34.4304 237.707 27.4995 443.367 166.281 34.5904 62.1756 66.2417 100.039 23.8487 55.9774 133.413 10.7676 122.645 internal_count=30294 16223 14071 9984 13400 6239 10999 8707 8383 3779 671 1277 4103 623 451 2851 330 6896 2460 324 928 903 1557 293 826 2401 174 2227 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=30 num_cat=0 split_feature=0 11 3 3 1 3 2 11 10 5 4 5 8 11 0 8 5 0 1 11 1 6 8 5 8 2 5 11 8 split_gain=167.915 77.8295 52.723 30.5323 26.8562 22.0963 19.4477 18.1811 14.2351 21.3587 14.1878 13.8671 13.7133 12.8694 12.7837 9.71478 10.5553 9.4847 9.35721 8.58446 7.18784 6.7719 7.65574 5.36168 5.07287 4.84005 3.7906 2.91322 0.131294 threshold=1.0000000180025095e-35 950.2700000000001 1.0000000180025095e-35 1235.45 10.500000000000002 8.3400000000000016 1.0000000180025095e-35 23828.375000000004 159.61500000000004 125.45500000000001 1.0000000180025095e-35 7.6850000000000014 280.04000000000002 2368.3350000000005 5.5000000000000009 759.61500000000012 231.98000000000005 5.5000000000000009 1.0000000180025095e-35 8332.8250000000025 5.5000000000000009 1.0000000180025095e-35 7180.4650000000011 105.99000000000002 26664.710000000003 1.5000000000000002 55.655000000000008 12000.210000000001 12097.570000000002 decision_type=10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 3 4 15 10 8 7 -7 9 -3 11 -2 19 17 -12 16 -1 -6 -10 20 -4 22 -5 -8 -17 -21 28 -28 -14 right_child=2 5 12 21 13 6 23 -9 18 -11 14 -13 26 -15 -16 24 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=0.0062550513271922032 -0.011462802039894445 0.025582900002294823 -0.024969805186665278 -0.020781692417254118 0.052893913838355226 0.014923570459806218 -0.013242542340637681 0.076976294259548508 0.021057288768000268 0.057407398974537595 -0.025397665186620316 0.015126193730705154 -0.046296285740393482 0.093760121590815274 0.033675494390172547 -0.015096682762245003 0.065439628412992251 -0.015185163947404207 -0.013055062018089928 0.013063164308936046 0.0015876199137410747 -0.043258941558351083 0.03737576770921653 0.035578288418276524 0.028853021941785625 -0.020128692730303571 -0.031648024348473879 0.0032669567138861461 -0.026574463412883817 leaf_weight=226.32039238512516 89.793639659881592 186.97552180290222 360.46458974480629 113.18295849487185 9.5186119079589897 428.46529266610742 76.491488911211491 11.259994201362131 89.574488885700703 75.287733018398285 95.023398850113153 105.48532775789499 82.009938821196556 8.522963233292101 9.191893268376587 77.331079110503197 6.8377186059951773 9.1225728057324869 24.905131287872791 27.204541463404894 26.906689889729023 35.224603850394487 5.0003233365714541 5.0625952035188666 6.1766023188829413 16.985740873962641 77.811576716601849 5.9941410720348349 6.8515696674585334 leaf_count=2720 1189 1905 5736 1617 94 4961 995 99 913 737 1384 1317 1537 69 123 1111 73 101 266 378 402 634 71 60 80 250 1341 93 126 internal_value=-0.000504172 0.0106373 -0.0168777 -0.00583 -0.000671593 0.0192597 0.0125362 0.0166949 0.0284916 0.0349211 -0.00506028 0.00287839 -0.0256152 0.0459993 -0.0198693 0.00303566 0.00828414 0.0202461 0.013544 -0.0207369 -0.0231129 -0.0240641 -0.0179862 -0.00975709 -0.0114838 3.12259e-05 -0.0375896 -0.0290827 -0.0451439 internal_weight=2298.98 1368.1 930.887 470.074 326.658 898.022 521.279 439.725 376.743 262.263 299.494 195.279 604.229 27.1641 104.215 316.666 233.158 18.6412 114.48 431.562 387.371 153.408 118.183 81.5541 83.5077 44.1903 172.667 83.8057 88.8615 internal_count=30382 16242 14140 6306 4277 9936 6115 5060 3821 2642 4013 2506 9863 264 1507 3984 2793 195 1179 6766 6138 2322 1688 1055 1191 628 3097 1434 1663 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=30 num_cat=0 split_feature=9 1 1 11 7 5 3 3 3 11 3 11 3 10 11 10 1 11 10 5 11 11 8 1 11 9 11 1 8 split_gain=107.525 79.4535 75.1178 43.5844 25.4855 18.9441 15.5048 15.279 14.323 11.7162 15.2446 8.75533 8.68269 8.36317 8.19897 7.99136 7.96548 9.38284 6.99997 6.95865 5.48604 5.02568 3.45469 2.9209 2.7951 2.73178 5.48105 1.01628 0.73406 threshold=45.000000000000007 1.0000000180025095e-35 6.5000000000000009 7552.1800000000012 0.018950000000000005 77.115000000000023 110.74500000000002 327.44000000000005 287.10500000000008 12000.210000000001 13109.355000000001 7033.9000000000005 672.81000000000006 15.625000000000002 2109.5750000000003 299.87000000000006 1.0000000180025095e-35 5287.2100000000009 118.95500000000001 100.00500000000001 29305.125000000004 14230.710000000001 1900.3450000000003 1.0000000180025095e-35 1206.9350000000002 500.50000000000006 842.46000000000015 3.5000000000000004 11999.505000000003 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 10 10 left_child=1 3 7 4 12 14 -6 13 16 23 -11 -9 -1 -3 -4 20 17 22 -7 -19 -5 -17 -2 24 -10 26 -18 -27 -25 right_child=8 2 5 15 6 18 -8 11 9 10 -12 -13 -14 -15 -16 21 25 19 -20 -21 -22 -23 -24 28 -26 27 -28 -29 -30 leaf_value=-0.00032236806890040899 -0.021508249560659987 -0.030405872744269286 0.0062659856648332977 0.035702845447430888 0.020858959566319585 0.074833021181679796 0.0068365695738791662 -0.021605164592268106 -0.037599176149680308 0.058744557631812501 -0.036110322685344642 0 -0.037662593399207231 -0.001426870741776021 0.043514509999276856 -0.018059020026324809 -0.030845910241887316 0.064151962327532938 0.017361849077469745 -0.0018990722117312106 0.064030554663059125 0.027375576275551074 -0.0015762142350451798 -0.046068050918436354 -0.019816477920667042 -0.037230645541511599 0.023648020453328651 -0.014009380260041346 -0.018483329430535312 leaf_weight=28.641547810286283 39.396828848868608 26.294160652905703 50.244530159980059 145.0754925198853 309.21158281341195 26.703064359724522 549.8960316888988 343.60428899154067 60.981924325227737 6.9516056887805435 8.0573764778673649 53.933169912546873 33.881489396095276 291.1056350953877 20.443161372095346 9.8614242821931857 10.410773232579233 6.9411564283072931 7.7477878555655471 7.6128644347190857 21.559836283326149 12.79637987911701 48.723551362752914 72.858474392443895 43.676232717931271 36.935297794640064 6.7380494698882094 8.1345183961093408 5.027350563555955 leaf_count=376 595 349 610 1426 3271 271 6950 5296 1131 97 131 723 536 3683 208 105 171 80 75 89 187 134 718 1400 711 652 105 145 95 internal_value=0.000768086 0.00546349 -0.0063326 0.0141736 0.0096557 0.0329208 0.0119077 -0.0121501 -0.02418 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threshold=1.0000000180025095e-35 1.0000000180025095e-35 7552.1800000000012 6.5000000000000009 142.09500000000003 14.500000000000002 388.15000000000003 6039.9600000000009 287.10500000000008 7552.1800000000012 3.5000000000000004 186.29500000000004 1.0000000180025095e-35 11614.985000000002 18312.645000000004 1.5000000000000002 1.0000000180025095e-35 1580.7600000000002 94.495000000000019 1.7184000000000001 0.071350000000000011 19860.200000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.72465000000000013 1.0000000180025095e-35 5415.6600000000008 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 8 10 10 10 10 10 10 10 left_child=1 2 4 5 19 7 -6 -3 15 10 -5 12 -4 16 -15 17 20 21 -19 -1 -10 -2 -13 24 -17 -18 -25 right_child=8 3 11 9 6 -7 -8 -9 13 -11 -12 22 -14 14 -16 23 25 18 -20 -21 -22 -23 -24 26 -26 -27 -28 leaf_value=0.021491099639099023 -0.015688559671648141 -0.016669459579284805 0.043816137274420935 0.042653662040067798 -0.018352280042997313 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7.3685368523001662 leaf_count=3485 1184 8233 1017 240 1698 83 5873 1641 911 65 613 398 350 129 114 404 176 203 194 219 861 81 94 285 116 1536 129 internal_value=-0.000598202 0.00393498 0.0121227 -0.008332 0.00802364 -0.011947 0.000978535 -0.0129448 -0.0243508 0.0214635 0.0147048 0.0316836 0.0374884 -0.0333053 -0.000830771 -0.0133152 -0.0360796 -0.00546686 0.0127417 0.019933 -0.0272762 -0.0125426 0.0134832 -0.0270557 -0.0173697 -0.0458063 -0.0405014 internal_weight=2293.29 1926.28 1155.47 770.812 956.659 688.095 602.026 680.77 367.007 82.7176 74.841 198.808 149.722 201.242 16.0827 165.765 185.159 106.624 29.4165 354.632 99.4596 77.2076 49.0862 59.1404 35.9247 85.6998 23.2157 internal_count=30332 24009 13134 10875 11275 9957 7571 9874 6323 918 853 1859 1367 3727 243 2596 3484 1662 397 3704 1772 1265 492 934 520 1712 414 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=28 num_cat=0 split_feature=0 11 9 11 9 1 1 5 4 11 7 7 7 1 11 7 9 0 10 5 7 7 11 8 9 10 1 split_gain=139.507 57.8493 33.7621 24.437 22.292 22.1507 19.6104 18.927 14.889 12.5305 12.4864 7.91713 16.5049 7.97956 7.64968 7.33952 7.08652 6.97421 6.83507 6.72247 5.90348 17.0676 5.44249 0.555179 0.338459 0.292588 0.27374 threshold=1.0000000180025095e-35 972.21500000000015 843.00000000000011 12863.275000000003 283.50000000000006 14.500000000000002 5.5000000000000009 120.78500000000001 1.0000000180025095e-35 37.640000000000008 0.62805000000000011 0.73775000000000013 0.44255000000000005 1.0000000180025095e-35 2822.0050000000006 2.8880000000000003 5497.0000000000009 4.5000000000000009 82.685000000000016 30.330000000000002 0.018950000000000005 0.034350000000000006 12000.210000000001 22001.355000000003 5497.0000000000009 1.1450000000000002 4.5000000000000009 decision_type=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 10 left_child=1 8 5 4 6 7 -3 9 20 -2 19 12 -5 -13 17 -9 -6 -7 -12 -10 25 -22 23 26 -24 -1 -4 right_child=2 3 22 11 16 14 -8 15 10 -11 18 13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 leaf_value=-0.012460887339931545 -0.037164077520168003 0.015123347334331558 -0.045009214046300365 0.016949918403468728 -0.020492122262857123 0.050456974231642526 0.05706885908629087 0.012281684879920395 -0.032069545806183972 -0.013468312761489645 -0.0067465356050936181 0.034843742346362387 0.080446509172585653 -0.0077956466603595568 0.079650811059659182 -0.03337275349374165 0.01333653658818628 -0.015309576718470469 0.03150088518018198 -0.011826447307774128 0.079967891737410202 0.0044861383382419802 0.0041374325203970856 -0.018818784684962588 -0.012210037845053331 -0.034202544432460916 -0.023576741014574042 leaf_weight=5.202173884958027 61.374397296458483 706.91631250083447 97.664357516914606 18.004143670201302 56.152716062963009 6.4366833940148371 28.283979162573814 88.329238649457693 57.775301709771156 600.15834437683225 24.142842348664999 64.942652471363544 25.763395108282566 12.553009316325186 6.5204390361905089 8.7554787471890432 20.257899459451437 7.8850182183086872 20.845756366848946 148.59844467043877 6.7992551736533633 202.41271040588617 5.0446406528353673 5.0807032100856295 5.2608944848179817 7.0849170535802841 6.0964221321046344 leaf_count=74 1061 7531 2033 181 853 59 262 1108 998 9184 304 574 225 125 48 109 261 87 241 2098 91 2502 84 95 88 109 120 internal_value=0.000264476 0.0101004 -0.0151109 0.0173169 0.0141453 -0.0112817 0.0168192 -0.0127013 -0.00413236 -0.015727 -0.0124447 0.0382141 0.0554004 0.0278618 0.0383761 0.00781515 -0.0114025 0.0152859 0.0111665 -0.017645 0.00529179 0.00733178 -0.0398177 -0.0430852 -0.00410741 -0.0270044 -0.0440348 internal_weight=2304.34 1405.74 898.607 932.874 811.611 779.46 735.2 758.617 472.861 661.533 251.362 121.263 43.7675 77.4957 20.8421 97.0847 76.4106 14.3217 44.9886 206.374 221.499 209.212 119.147 108.841 10.3055 12.2871 103.761 internal_count=30505 16429 14076 10012 8907 11656 7793 11462 6417 10245 3641 1105 406 699 194 1217 1114 146 545 3096 2776 2593 2420 2248 172 183 2153 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=28 num_cat=0 split_feature=0 6 6 11 3 2 2 1 1 3 1 11 7 1 2 2 11 7 10 11 6 3 10 8 1 3 1 split_gain=126.318 40.3153 35.8515 25.9035 19.5401 15.5737 15.8658 15.1699 11.8525 11.634 10.3681 8.2638 7.20819 6.51667 6.43394 6.22707 5.42015 4.79156 3.42256 3.11156 2.54422 2.9112 2.26861 2.13353 1.55438 1.48366 0.607408 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7552.1800000000012 8.3400000000000016 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004 4.5000000000000009 1.0050000000000001 1.0000000180025095e-35 9512.3150000000005 0.10185000000000001 10.500000000000002 1.5000000000000002 5.5000000000000009 8110.7050000000008 0.41605000000000009 31.105000000000004 12000.210000000001 2.5000000000000004 4170.2400000000007 62.995000000000012 19860.200000000001 2.5000000000000004 3000.0500000000006 4.5000000000000009 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 left_child=1 3 4 5 12 8 -7 10 -1 16 -5 15 24 -14 -13 -6 22 23 25 -20 21 -19 -3 26 -2 -11 -4 right_child=2 9 17 7 11 6 -8 -9 -10 18 -12 14 13 -15 -16 -17 -18 20 19 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.011036514296549107 -0.012289859418127875 0.0090699486467562141 -0.045152059351696361 0.029652139552020031 -0.020492267646149809 -0.0083137865762302303 0.042696384196008942 0.089614155912603133 0.04848534001310624 -0.013560345816118136 -0.0024601680648036889 0.021337193073030739 -7.1796091739194883e-05 0.025382064474038103 -0.020182594226471385 0.0047638387634078329 0.036699959085111485 -0.022176242889889224 -0.018564561660116628 0.016807836868900035 -0.044427870207376874 0.01345025403947181 -0.0097805720497995286 -0.010502344539331257 -0.037315994182818765 -0.039142988751659322 -0.023145445161185354 leaf_weight=799.99640373885632 17.257959771901373 25.151973050087694 93.937657613307238 176.63752520084381 369.67254131287336 172.94557082653046 15.696894545108078 8.8279354348778707 20.900829464197159 9.3535853847861272 28.778443850576878 23.394427724182606 237.84281566739082 27.067109562456608 14.07223768904805 25.424744755029678 9.2509997934102994 44.471599578857422 64.891022801399231 5.943208295851945 11.58421704918146 5.7030970863997927 39.623064827173948 6.2499479427933684 11.464744217693804 32.258713655173779 7.6764106862246981 leaf_count=8928 262 375 2016 1523 6200 2191 167 76 210 179 285 314 3028 237 210 387 97 813 1054 73 221 98 554 119 169 629 152 internal_value=-0.000170334 0.00915208 -0.0148457 0.0124541 -0.00997391 0.00907815 -0.00384012 0.0282228 0.0120539 -0.0124428 0.0251389 -0.0167189 0 0.00259582 0.00549337 -0.0188465 0.00288022 -0.035493 -0.0225109 -0.0153344 -0.0235396 -0.0178454 -0.00235834 -0.042012 -0.0233667 -0.0339631 -0.0437801 internal_weight=2306.08 1410.26 895.82 1223.78 726.197 1009.54 188.642 214.244 820.897 186.473 205.416 432.564 293.633 264.91 37.4667 395.097 74.026 169.623 112.447 70.8342 61.7589 50.1747 64.775 107.864 28.7227 41.6123 101.614 internal_count=30567 16341 14226 13380 10807 11496 2358 1884 9138 2961 1808 7111 3696 3265 524 6587 1026 3419 1935 1127 1132 911 929 2287 431 808 2168 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=29 num_cat=0 split_feature=0 3 9 3 7 9 1 10 10 1 1 3 10 9 5 10 10 0 0 7 1 1 10 3 10 7 2 10 split_gain=106.035 39.8117 33.6557 24.8883 15.9097 14.5354 11.5323 11.086 13.4745 10.4314 13.2071 10.2707 9.65185 7.67894 9.31127 6.46053 5.93082 4.87145 3.90906 3.64124 3.221 3.06857 2.93144 2.33832 1.76826 1.28499 1.36872 0.998882 threshold=1.0000000180025095e-35 1.0000000180025095e-35 45.000000000000007 19.500000000000004 0.057350000000000005 778.00000000000011 10.500000000000002 15.625000000000002 159.61500000000004 1.0000000180025095e-35 9.5000000000000018 659.69500000000016 35.475000000000001 10005.500000000002 78.385000000000005 43.005000000000003 260.88000000000005 1.5000000000000002 5.5000000000000009 0.58975000000000011 1.0000000180025095e-35 5.5000000000000009 25.645000000000003 3711.0000000000005 97.315000000000012 0.33705000000000007 1.0000000180025095e-35 28.535000000000004 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 10 10 10 10 10 left_child=2 4 3 7 24 15 16 20 -9 12 -11 13 -5 22 -15 21 -6 -17 -8 23 -1 -3 -4 -13 27 -7 -27 -2 right_child=1 5 11 9 6 25 18 8 -10 10 -12 19 -14 14 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 leaf_value=0.0048691799524291169 -0.020831876965217194 -0.02880884935726041 -0.033204598382099902 -0.0052734155932458102 0.0037587890216905029 -0.045844221044526512 0.050901876796928897 0.02845729804876504 0.009994358433333279 -0.0091894241864816564 0.062346620199395276 -0.015276336474346792 0.011661097955277533 0.067636033848437235 0 -0.0079237054862019464 -0.019380295772756465 -0.020220980951145492 0.013173050730387721 0.0034332990533789752 -0.024077879089631729 0.00061486160925433022 -0.0042962701547273122 -0.036045114490497271 -0.0023703172503950318 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-0.00261938 -0.0268947 -0.00781428 -0.0290095 -0.0313984 -0.040363 -0.0299521 -0.0360572 internal_weight=2306.99 880.638 1426.35 1243.64 323.771 556.867 290.03 506.962 459.178 736.682 149.287 182.705 587.395 105.493 20.751 470.868 260.594 329.194 29.436 77.2116 47.7838 141.673 84.742 67.857 33.7406 85.9996 32.2058 28.7172 internal_count=30564 14139 16425 13487 4274 9865 3660 4869 4367 8618 1873 2938 6745 1534 261 7948 3403 5438 257 1404 502 2510 1273 1272 614 1917 664 531 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=26 num_cat=0 split_feature=0 9 11 1 1 1 10 9 10 11 0 4 8 10 11 4 9 5 11 4 11 6 0 10 1 split_gain=102.268 32.2822 31.6744 28.0247 18.2826 36.4633 13.1346 11.8285 10.3755 9.95432 8.22539 7.74668 7.31128 6.73396 6.515 5.3597 4.94994 4.39619 3.91497 3.89399 3.47555 3.06416 2.24784 1.38507 0.765768 threshold=1.0000000180025095e-35 580.50000000000011 637.40500000000009 11.500000000000002 1.0000000180025095e-35 5.5000000000000009 48.185000000000009 1.0000000180025095e-35 34.785000000000004 6039.9600000000009 11.500000000000002 1.0000000180025095e-35 18824.240000000002 164.72000000000003 499.04000000000002 1.0000000180025095e-35 5497.0000000000009 64.27500000000002 12000.210000000001 1.0000000180025095e-35 4959.5850000000009 1.5000000000000002 5.5000000000000009 106.65500000000002 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 left_child=2 3 8 6 7 17 15 9 12 -4 -8 14 19 -7 -10 -2 -9 -6 23 -1 22 -13 -5 24 -3 right_child=1 18 4 20 5 13 10 16 11 -11 -12 21 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0084074790724634561 -0.01472204879055878 -0.032171822539058481 0.014271920438347675 0.038092796679304715 -0.017932812376128381 0.053340897930554243 -0.0081863826324163561 -0.0095740891446538089 0.021407376318483974 0.026928288849499812 0.036923757247713122 -0.003019873274143518 0.034707845290615026 0.0054645684212951658 -0.0066904528062404905 -0.031549314556052824 0.015579746892351115 -0.0025264581567240817 -0.0056848616462422319 -0.027016629078486749 0.067356088264765718 -0.026023103263221294 0.0074036915624506178 -0.010675874678554374 -0.045288148657370915 leaf_weight=52.398671813309193 109.94414050504565 33.79173444211483 538.33744456619024 14.110383182764055 79.98536142706871 31.299259413033724 507.73378609865904 59.143454480916262 64.996431104838848 223.47808914631605 9.2999731674790365 121.91663790494204 5.7435633428394786 10.136683374643324 29.102062996476889 89.608733043074608 27.942286279052496 111.15190628170967 9.6656251773238164 65.829133026301861 6.3707820028066626 15.632379170507191 11.613897275179623 5.1057348251342765 70.414722569286823 leaf_count=721 1815 753 5650 127 985 276 7636 928 789 1933 111 1603 85 90 348 1629 345 1254 169 1176 43 255 127 99 1635 internal_value=0.000189576 -0.0133542 0.00837385 -0.00947187 0.0126288 0.000184466 -0.0115405 0.0160281 -0.00455107 0.0180216 -0.00729562 0.00168665 -0.0161668 0.0421513 0.0126859 -0.0224229 -0.00136123 -0.00905937 -0.03746 -0.0189507 0.0355175 -0.00583922 0.02522 -0.0401473 -0.0414286 internal_weight=2304.75 867.66 1437.09 748.682 1081.47 232.573 716.587 848.901 355.619 761.816 517.034 231.648 123.971 41.4359 94.0985 199.553 87.0857 191.137 118.978 118.228 32.0951 137.549 25.7243 109.312 104.206 internal_count=30582 14144 16438 11488 11461 2605 11191 8856 4977 7583 7747 2995 1982 366 1137 3444 1273 2239 2656 1897 297 1858 254 2487 2388 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=29 num_cat=0 split_feature=0 3 6 1 1 9 7 9 0 3 5 5 7 1 9 0 0 7 3 10 10 6 7 8 8 7 1 5 split_gain=102.56 37.7116 29.1861 21.9574 29.2242 14.762 11.5574 10.7301 8.63209 7.914 7.40035 6.91492 6.91954 6.05792 5.93131 5.51547 8.19398 4.8879 4.85862 3.90184 7.12441 6.87861 3.75089 1.47928 0.902715 0.613318 0.0641563 1.42289 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 598.50000000000011 0.022950000000000002 778.00000000000011 18.500000000000004 746.95000000000016 57.755000000000003 109.43500000000002 0.93215000000000015 10.500000000000002 1772.0000000000002 5.5000000000000009 1.5000000000000002 0.48395000000000005 3320.2250000000004 77.245000000000019 91.215000000000018 2.5000000000000004 0.7440500000000001 10500.140000000001 669.2600000000001 0.11425 2.5000000000000004 44.255000000000003 decision_type=10 10 10 8 10 10 10 10 10 10 8 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 left_child=2 5 3 4 6 8 -1 15 13 -6 14 22 -13 -2 25 16 -3 -17 -16 21 -21 -12 -5 24 -9 -4 27 -7 right_child=1 7 10 11 9 26 -8 23 -10 -11 19 12 -14 -15 18 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.011654191224283194 -0.0007146353309685859 -0.01354092339097045 -0.047061885942537462 0.036320048045927707 0.0014707843761372686 -0.011963538027136266 0.014372760905204441 -0.02290590752701463 0.054062422303611746 -0.017345496759040322 -0.00031001076303354574 0.10555615693286918 0.029380156746410886 0.023305766114425232 0.0027648729172031847 0.018364366259822816 -0.027629269987705152 -0.020735430920445327 -0.026283346827301116 -0.03244990443166873 0.003702771630600646 0.04878079638925889 -0.0054204378091201946 -0.015344475303315794 -0.04350964138261227 -0.024336290677916483 -0.019567895161938822 -0.046155683841728468 leaf_weight=43.757038187235594 259.01808378472924 228.77863429859281 17.590839698910717 32.803033880889416 126.82908937335014 5.3607165180146756 935.45848966762424 11.06733465567231 7.1065689548850051 98.089252982288599 30.803278367966413 6.8897007033228848 6.8841344192624101 28.165378805249929 28.257870953530073 17.77967027574778 196.64787320047617 12.888219989836214 27.422955248504877 20.32665366306901 36.712787512689829 8.2057893984019739 5.8767593130469313 8.631687004119156 62.403814911842346 9.6357212886214239 5.2764493487775317 15.13221590593457 leaf_count=620 3407 3901 352 323 1423 122 9579 249 70 1271 465 52 53 238 472 300 3508 201 538 307 494 117 50 197 1515 169 112 302 internal_value=0 -0.0136625 0.00817513 0.0108677 0.00946131 -5.0903e-05 0.0131939 -0.0217328 0.00315677 -0.00675352 -0.0106588 0.0422777 0.0723877 0.0016965 -0.0215107 -0.0186403 -0.0201143 0.00163884 -0.0116645 -0.0011149 -0.00943162 0.0108527 0.0298755 -0.0384209 -0.0408224 -0.0403433 -0.0356193 -0.0384168 internal_weight=2293.8 858.257 1435.54 1256.59 1204.13 320.059 979.216 538.197 294.29 224.918 178.956 52.4536 13.7738 287.183 82.9074 456.094 425.427 30.6679 55.6808 96.0485 57.0394 39.0091 38.6798 82.1028 73.4711 27.2266 25.7694 20.4929 internal_count=30407 14122 16285 13371 12893 4251 10199 9871 3715 2694 2914 478 105 3645 1531 7910 7409 501 1010 1383 801 582 373 1961 1764 521 536 424 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=28 num_cat=0 split_feature=9 1 1 11 3 11 3 11 3 4 11 11 11 3 11 7 8 6 5 11 7 10 6 10 8 1 5 split_gain=70.9787 42.1461 26.1571 21.3265 19.2912 14.8886 13.9935 11.8902 11.4989 11.4148 10.2857 7.41115 7.19306 8.99656 6.87891 6.28833 5.85051 5.57589 5.62732 5.27841 4.56129 4.15651 3.70025 4.2364 2.06579 2.00643 0.779677 threshold=94.500000000000014 1.0000000180025095e-35 6.5000000000000009 710.0150000000001 1029.3650000000002 6249.5650000000014 287.10500000000008 12863.275000000003 1029.3650000000002 1.0000000180025095e-35 532.99500000000012 664.78000000000009 12000.210000000001 18312.645000000004 3789.2350000000001 0.27555000000000007 9186.1450000000023 1.5000000000000002 92.075000000000003 1295.9400000000003 1.5103000000000002 96.180000000000021 4.5000000000000009 16.675000000000004 18824.240000000002 1.0000000180025095e-35 95.385000000000005 decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 left_child=1 3 8 4 10 19 11 15 9 -3 -1 22 24 -14 -10 -5 -6 18 -13 -4 -9 -19 23 -2 25 -8 -7 right_child=6 2 5 7 16 26 12 20 14 -11 -12 17 13 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.012829768623099334 0.0095560232259054786 0.00073435167433716017 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5.6655012741684905 61.643605511635542 5.2079072184860697 59.864526927471161 6.9809892103075972 leaf_count=1783 130 3877 645 1732 1545 77 1798 646 2974 1755 466 324 123 106 1479 6537 81 320 383 393 310 130 98 1135 107 1461 46 internal_value=-0.000757401 0.00276145 -0.00609667 0.00877152 -0.0030389 0.0159315 -0.0227198 0.0125939 -0.00980141 -0.00450339 0.00664279 -0.0114542 -0.0326795 0.000532426 -0.0177704 0.0103453 -0.0202155 -0.00029444 0.0100774 0.00828075 0.0276629 -0.0176334 -0.0225527 -0.0257825 -0.0358764 -0.036973 0.0590525 internal_weight=2292.98 1976.88 798.76 1178.12 287.793 114.327 316.093 890.331 684.433 412.429 184.257 149.567 166.526 14.5575 272.004 776.483 103.536 75.3145 47.2067 98.2104 113.847 28.1078 74.2523 68.5868 151.969 146.761 16.1169 internal_count=30461 24346 11246 13100 3875 1161 6115 9225 10085 5632 2249 2520 3595 229 4453 8269 1626 1157 707 1038 956 450 1363 1265 3366 3259 123 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=29 num_cat=0 split_feature=0 3 11 7 3 9 11 11 9 3 11 7 7 2 5 2 4 9 8 5 11 0 4 8 3 9 5 10 split_gain=80.7172 40.6276 35.8919 16.3333 15.553 13.3727 12.3009 10.1877 9.37982 8.49558 7.66568 10.0855 7.57732 6.63318 6.61023 10.6659 6.54774 5.14703 4.67917 4.62335 3.91944 3.805 5.78621 1.92899 1.08317 0.655642 1.11821 0.0316468 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1124.9950000000001 0.091950000000000018 1310.8450000000003 402.00000000000006 1647.4150000000002 4858.3150000000014 169.00000000000003 1080.1550000000004 14230.710000000001 0.77575000000000005 0.44715000000000005 2.5000000000000004 125.45500000000001 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 4724.5700000000006 36.615000000000002 12000.210000000001 18.500000000000004 1.0000000180025095e-35 8702.385000000002 335.71000000000004 2078.0000000000005 49.585000000000008 127.29000000000001 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=2 3 4 25 8 7 14 9 16 -3 13 -12 -9 -8 15 -4 -1 18 -6 -10 24 22 -5 -19 -7 26 -2 -16 right_child=1 5 6 21 17 20 10 12 19 -11 11 -13 -14 -15 27 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.0040850953931174929 -0.02812050532196992 -0.012142733715591282 0.029300727542521582 0.009287080635883932 -0.014599514267590596 -0.028297467381836802 0.007061071407160985 -0.018809101929833972 0.0081856597737589628 -0.028056159189273538 0.040991268485664173 0.010222638766619323 0.011339328287618897 0.030277845266522246 0.070090753964029626 -0.00614585035611052 0.042272633319412264 -0.041783266306229583 0.024279646864528513 -0.023506898314464029 -0.0040988972797777806 0.03940598889664812 -0.0069478066170791351 -0.0070132505430043242 -0.04508325833979715 -0.041687274154426662 -0.004240714272755278 0.036832067378567028 leaf_weight=303.17710765078664 22.987943042069677 155.97728765010834 108.41654334589839 196.98206673189998 117.94017004221678 22.027644902467728 629.52823315188289 35.207438681274652 14.411395981907843 191.31098280847073 43.526853516697884 70.14842014759779 48.033518083393574 31.650117255747318 7.2594637051224691 25.670534215867519 10.718471325933931 23.320130862295631 7.2965382337570182 45.867229603230953 8.3222452104091627 7.2600599676370612 74.75069185346365 5.7500402070581904 64.246950972825289 8.9792365692555887 7.3158114068210116 5.4053868725895882 leaf_count=3436 396 2726 1151 2392 1703 494 6470 578 251 3560 359 575 734 322 66 314 116 545 110 751 152 68 1034 124 1687 203 132 51 internal_value=-0.00023182 -0.0125248 0.00691833 0.00155679 -0.00345835 -0.0210559 0.0128714 -0.0172217 0.00204548 -0.0209787 0.0103219 0.0223024 -0.00142475 0.00822404 0.0261378 0.0224823 0.00553505 -0.0167639 -0.0121203 -0.0158383 -0.038091 0.00584969 0.00479361 -0.035534 -0.0412281 -0.0281961 -0.0228349 0.0599959 internal_weight=2293.49 843.402 1450.09 318.276 528.481 525.126 921.606 430.529 374.174 347.288 774.854 113.675 83.241 661.178 146.752 134.087 313.896 154.307 125.237 60.2786 94.5968 278.993 271.733 29.0702 86.2746 39.283 30.3038 12.6649 internal_count=30500 14156 16344 4225 7036 9931 9308 7598 4554 6286 7726 934 1312 6792 1582 1465 3552 2482 1813 1002 2333 3494 3426 669 2181 731 528 117 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=30 num_cat=0 split_feature=8 2 2 3 3 5 11 11 10 5 11 7 7 8 5 7 4 3 10 5 5 6 11 10 8 6 3 3 11 split_gain=54.4881 31.3994 19.5085 18.4972 17.2152 12.4814 12.1229 11.1064 8.65469 12.9896 7.73569 7.33477 11.4315 6.25521 11.1832 8.02969 5.65442 5.62654 5.07409 4.85378 4.83213 5.26339 4.24909 3.12688 2.68494 1.17438 1.84214 0.735347 0.506719 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 110.74500000000002 8.3400000000000016 26.975000000000005 7552.1800000000012 5958.5400000000009 186.29500000000004 3.3350000000000004 388.15000000000003 0.50895000000000012 0.87175000000000014 18824.240000000002 78.385000000000005 0.091950000000000018 1.5000000000000002 947.96000000000015 61.375000000000007 87.285000000000011 55.655000000000008 1.5000000000000002 485.69500000000005 59.315000000000005 12097.570000000002 1.5000000000000002 26896.950000000001 1.0000000180025095e-35 8332.8250000000025 decision_type=8 10 10 10 8 10 10 10 10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 left_child=1 3 5 8 11 25 10 17 9 -1 -5 16 -13 15 -15 -7 -3 -6 -9 -8 24 23 -10 -22 27 26 -2 -4 -23 right_child=2 4 20 6 7 13 19 18 22 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 28 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.0026910439236162808 -0.031673294725928051 -0.00087393444025942509 -0.02397630111354003 -0.013795717348530591 -0.0074594843553722374 -0.01958420114492564 0.02564356901683448 0.020834710469817191 0.031981972866454454 0.024646804949696673 0.0024943493429263595 0.024830741502783891 -0.00039392853992042617 0.061908774459389831 -0.0088111612557638525 0.0014093933186114943 -0.028723044434308422 -0.021235725503189019 -0.0065659051269163025 -0.0016603811336788129 0.0031698717515788741 -0.045336039479137939 0.00045461720658538513 -0.020461630935539085 -0.0036492127291045695 -0.045344332914641357 -0.00090262609299158808 -0.045127930064991925 -0.018955078366504244 leaf_weight=89.556223515421152 20.602292980998758 117.85480129718781 9.7123822346329671 84.837801415473223 122.46060010418296 68.366811268031597 71.177040759474039 30.947237532585859 10.933979392051695 280.96316771581769 481.62658960744739 74.921238154172897 108.97051638364792 8.8678018823266012 12.174228463321926 131.17750080674887 20.670444421470165 198.81868819892406 34.723487861454487 20.430387243628502 17.65542209893465 20.855845786631111 106.07763457298279 57.160895369946957 5.2848060578107825 14.215295307338236 6.7923183664679518 56.040169548243284 5.0675599761307231 leaf_count=919 441 1467 210 1265 1982 1163 625 461 115 2494 5665 842 1241 125 155 1884 280 3540 491 175 348 473 1006 1051 120 338 131 1409 93 internal_value=-0.000586657 0.00314435 -0.0165165 0.00826221 -0.00511376 -0.00785937 0.00277654 -0.0122134 0.0156357 0.019375 2.58083e-05 0.00340288 0.00993479 -0.00303439 0.0222222 -0.00582018 -0.00524143 -0.0160397 0.00639043 0.019548 -0.0295796 -0.0220347 0.00368906 -0.0148508 -0.0397555 -0.0326491 -0.0245205 -0.0424845 -0.0412603 internal_weight=2288.94 1854.97 433.973 1145.6 709.367 262.196 658.072 386.95 487.531 370.519 566.464 322.417 183.892 220.586 21.042 199.544 138.525 321.279 65.6707 91.6074 171.777 100.74 117.012 74.8163 71.0374 41.6099 27.3946 65.7526 25.9234 internal_count=30509 22568 7941 12264 10304 4237 7730 6474 4534 3413 6930 3830 2083 3327 280 3047 1747 5522 952 800 3704 1965 1121 1399 1739 910 572 1619 566 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=29 num_cat=0 split_feature=6 1 1 11 3 5 3 11 2 5 2 11 6 8 2 10 11 3 11 2 3 9 11 10 11 6 10 5 split_gain=53.9206 39.5737 34.8735 18.5963 12.772 12.054 8.95454 8.68382 8.16958 8.14809 9.44127 7.98098 8.78137 7.74356 7.56687 7.46166 6.98141 6.15449 4.83852 4.5843 4.68086 6.57337 4.28839 3.85377 3.15158 2.38194 1.26133 0.730509 threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 800.03000000000009 327.44000000000005 54.855000000000011 979.42500000000007 63.250000000000007 1.0000000180025095e-35 77.115000000000023 4.5000000000000009 13242.155000000001 1.5000000000000002 7286.1050000000005 5.5000000000000009 56.665000000000006 9512.3150000000005 287.10500000000008 240.34000000000003 1.0000000180025095e-35 3271.5050000000006 9950.0000000000018 388.15000000000003 73.325000000000003 2566.7650000000008 5.5000000000000009 44.945000000000007 47.985000000000007 decision_type=10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 left_child=1 3 4 6 7 19 15 -3 13 18 -11 12 17 -5 -10 -1 -6 -7 -4 20 21 -2 -8 -13 -22 -14 -21 -28 right_child=5 2 9 8 16 11 22 -9 14 10 -12 23 25 -15 -16 -17 -18 -19 -20 26 24 -23 -24 -25 -26 -27 27 -29 leaf_value=0.016763418813354553 -0.018780512864593889 -0.036718295882324843 -0.02040059890552165 0.013324378824813594 -0.018916409318994826 0.0026487989501651089 -0.021380951707367979 -0.0010804557123744768 -0.0039215505667286659 0.065573390852606148 0.010611460685823002 0.047236998588263954 -0.033610155980084676 0.063516278592907593 0.038389246675466261 -0.0032098882911546487 0.0039474396028189298 -0.023897330899720626 0.016729328359256525 -0.046365410580741249 -0.043468664164359155 0.03316082904932921 -0.0010134891627368399 0 -0.012837852855890562 -0.0011812547900704089 -0.01102608802607909 -0.037019923306084272 leaf_weight=72.099331956356764 32.831904821097851 17.099073432385921 9.3884767815470678 750.26790936663747 326.07087747752666 70.905841913074255 67.820285473018885 316.93770933523774 112.87524756416678 17.681808844208717 14.636753663420675 6.8121753260493305 50.416982874274254 6.8978798724710932 10.647926349192856 128.31130841374397 36.442463841289282 30.281749535351992 55.807477090507746 43.934912763535976 28.286090973764658 6.4259715154767028 42.402713228017092 9.8402733877301198 14.071233801543711 6.8084319978952399 7.6730241961777192 5.9982842057943344 leaf_count=899 653 273 118 7218 5605 1193 1148 3976 1486 138 122 89 969 67 116 1494 489 617 557 1182 701 98 606 116 258 122 197 147 internal_value=-0.000588014 0.00245893 -0.00617926 0.00822118 -0.0101101 -0.0197985 -0.00227867 -0.0030238 0.0119287 0.0216656 0.0418973 -0.0109246 -0.0144244 0.0138714 0 0.0039984 -0.0165997 -0.00540267 0.0110795 -0.030764 -0.0225217 -0.00954171 -0.0136701 0.0210168 -0.0339391 -0.0299243 -0.0417725 -0.0245176 internal_weight=2299.67 1985.39 794.065 1191.32 696.55 314.287 310.634 334.037 880.689 97.5145 32.3186 175.065 158.413 757.166 123.523 200.411 362.513 101.188 65.196 139.221 81.6152 39.2579 110.223 16.6524 42.3573 57.2254 57.6062 13.6713 internal_count=30654 24312 11278 13034 10343 6342 4147 4249 8887 935 260 3106 2901 7285 1602 2393 6094 1810 675 3236 1710 751 1754 205 959 1091 1526 344 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=29 num_cat=0 split_feature=0 9 3 10 3 0 10 11 3 4 5 11 8 5 2 11 4 0 5 5 11 11 3 6 3 11 5 10 split_gain=49.4815 25.1148 21.8792 15.5714 13.748 10.9551 9.4863 10.1423 9.04726 8.13875 7.79291 7.76207 7.40306 6.97205 6.96281 6.6424 9.11889 5.8503 5.22998 4.56976 3.97207 3.72319 3.56947 3.20581 2.85174 2.51173 1.40211 0.438737 threshold=1.0000000180025095e-35 94.500000000000014 19.500000000000004 29.895000000000003 19.500000000000004 1.5000000000000002 180.50500000000002 6802.6100000000015 2488.6400000000008 1.0000000180025095e-35 16.675000000000004 3976.0000000000005 351.34000000000009 47.505000000000003 1.0000000180025095e-35 19812.790000000005 3.5000000000000004 7.5000000000000009 96.085000000000022 50.435000000000009 1360.2900000000002 12000.210000000001 335.71000000000004 1.5000000000000002 1000.1100000000001 3427.1050000000005 461.35500000000008 37.885000000000012 decision_type=8 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 left_child=2 4 6 9 10 11 7 12 19 25 20 -6 -1 -12 -10 16 -8 -7 -9 -5 -2 22 23 -3 -11 -4 -17 -24 right_child=1 21 3 8 5 17 15 18 14 24 13 -13 -14 -15 -16 26 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 leaf_value=0.014585513353465938 -0.015286625518465134 -0.013482304856877217 -0.0075534783845688739 0.0080243335118702717 -0.010936556188428889 -0.024081619376381508 -0.0084962320157471339 0.052661423622017936 0.011396538991996576 0.0028544496303882019 0.057660869321057386 0.011192387421812042 -0.0033819437371163034 0.0054141936948333266 -0.010936579830131949 0.014596080549766742 0.049968086927638447 0.010760761257207638 0.022922186760050058 -0.0052963314490866147 0.0041037770107728326 -0.00038370185087336435 -0.047417689463872661 -0.039456689459029012 -0.031789240711344945 0.02013635953732508 0.043387064179299453 -0.03371525761094301 leaf_weight=305.28557910397649 80.464758295565844 36.216071439906955 47.356190912425518 78.066841468214989 148.61001845449209 180.42506865411997 108.93607281893492 19.602813847362995 266.02359870448709 6.0950006283819667 5.6747257076203814 52.811060085892677 69.59593241289258 175.89247546717525 39.113218404352665 18.285536028444771 6.0920819304883471 12.147082250565289 72.842898175120354 342.45022441446781 38.029631551355124 9.5529665984213334 34.037089424207807 18.947882901877165 62.086848542094231 8.8210448771715146 5.9893868938088408 32.123664056882262 leaf_count=2847 1075 784 681 1060 2740 3388 1057 155 2801 111 79 827 979 2151 523 154 69 190 552 3986 445 174 998 450 1197 92 56 871 internal_value=-0.00122083 -0.0109998 0.00431753 -0.000855277 -0.0071779 -0.0133078 0.0115634 0.0149707 0.00194711 -0.0171326 0.000871743 -0.00508319 0.0112365 0.00738139 0.00849112 7.18274e-05 -0.0049528 -0.0218138 0.0297779 -0.00279839 -0.00903936 -0.0310214 -0.0333701 -0.0230368 -0.0286236 -0.00284199 0.0233331 -0.0414401 internal_weight=2281.58 824.932 1456.64 850.013 694.055 393.993 606.63 467.327 725.654 124.359 300.062 201.421 374.882 181.567 305.137 139.303 115.028 192.572 92.4457 420.517 118.494 130.878 121.325 55.164 68.1818 56.1772 24.2749 66.1608 internal_count=30492 14172 16320 10451 10895 7145 5869 4533 8370 2081 3750 3567 3826 2230 3324 1336 1126 3578 707 5046 1520 3277 3103 1234 1308 773 210 1869 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=27 num_cat=0 split_feature=0 9 11 5 0 11 11 4 5 5 10 7 1 1 1 7 5 1 11 5 5 11 0 7 8 10 split_gain=57.641 24.7344 24.5411 13.6108 12.5571 11.1753 9.15816 8.91525 10.0441 8.256 8.21662 7.18237 5.85413 10.1436 5.43849 5.4159 7.6554 5.07553 4.46632 4.05759 3.82976 2.99741 2.44238 1.3977 1.06832 1.362 threshold=1.0000000180025095e-35 778.00000000000011 927.65500000000009 76.485000000000014 15.500000000000002 7387.0650000000014 37.640000000000008 1.0000000180025095e-35 29.025000000000002 22.860000000000003 299.87000000000006 2.2403000000000004 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 0.49635000000000007 48.525000000000013 10.500000000000002 11614.985000000002 124.47500000000001 109.43500000000002 12000.210000000001 4.5000000000000009 0.071350000000000011 19860.200000000001 96.180000000000021 decision_type=10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 left_child=2 3 7 6 14 12 22 15 23 18 -11 -10 13 -4 -5 16 -1 -8 -7 -14 -17 24 -2 -9 25 -3 right_child=1 21 5 4 -6 9 17 8 11 10 -12 -13 19 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.0019609378827817312 -0.041951726787061605 -0.042169176713052398 0.0081432190914336074 -0.0032886853105514183 0.070772720424421925 0.070918051222970055 -0.01288227401760046 -0.037594732278113212 -0.0077223692889787122 0.018752892807217147 -0.010891078875892296 0.046553015418092258 0.016092042704378067 -0.0075260288615127116 0.022026536506945353 -0.020322112674970607 0.030157986236390745 0.009056019204073033 0.019082201230516103 0.059058034358888012 0.022116244121686814 -0.0064676966724546425 -0.0034182821424133016 -0.015924258174885266 -0.012819259063094203 -0.011668202266714492 leaf_weight=156.08812304958701 32.567283928394318 71.717730643227696 590.07740477472544 250.74138998240232 5.2066528983414164 10.251259345561268 379.95894222334027 32.729757990688086 182.99735962599516 224.31853418797255 25.207641199231148 5.295480888336896 24.462453395128254 124.00499083846807 22.149156887084246 33.454304754734039 27.609144926071167 27.36182688549161 8.6729346513748151 6.8961765989661208 5.3273992687463751 8.794287007302044 5.226589534431695 13.644115153700112 5.5011122263967982 5.3163512870669356 leaf_count=1973 705 2092 6063 3705 48 90 6584 746 2586 1850 234 50 204 1516 225 384 316 260 72 46 50 161 105 214 128 123 internal_value=-0.000696817 -0.0113616 0.00520877 -0.00822826 0.00043447 0.00954388 -0.0136406 -0.00439487 -0.0111771 0.018287 0.0157067 -0.00593167 0.0063683 0.00540844 -0.0011428 0.00275457 0.00636628 -0.0113778 0.0495628 0.0272285 -0.0139573 -0.0357614 -0.0369772 -0.0317951 -0.0387081 -0.0403048 internal_weight=2285.58 814.541 1471.04 723.212 278.097 1013.89 445.115 457.146 234.667 268.45 249.526 188.293 745.441 714.082 272.891 222.479 183.697 407.321 18.9242 31.3586 38.7817 91.3295 37.7939 46.3739 82.5352 77.0341 internal_count=30530 14136 16394 11632 3978 10075 7654 6319 3596 2246 2084 2636 7829 7579 3930 2723 2289 6844 162 250 434 2504 810 960 2343 2215 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=27 num_cat=0 split_feature=0 4 11 3 0 3 7 1 1 3 2 6 10 2 7 10 7 11 8 11 8 11 11 2 11 4 split_gain=44.9143 23.6842 22.9419 18.311 17.0817 16.6107 14.3487 10.4185 9.78636 9.14284 9.01953 7.99787 6.99842 8.66126 5.65856 8.98268 7.597 5.30794 4.58689 4.44653 4.34506 3.50259 3.4546 7.68733 5.32986 0.888267 threshold=1.0000000180025095e-35 1.0000000180025095e-35 750.32500000000016 1080.1550000000004 11.500000000000002 1181.1250000000002 0.34905000000000003 9.5000000000000018 5.5000000000000009 8.3400000000000016 1.0000000180025095e-35 1.5000000000000002 147.06000000000003 2.5000000000000004 1.1171000000000002 101.56500000000001 0.58975000000000011 718.70000000000016 19860.200000000001 7033.9000000000005 13349.265000000001 2566.7650000000008 4666.9350000000004 1.5000000000000002 1598.8100000000002 1.0000000180025095e-35 decision_type=8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 left_child=2 5 3 7 6 14 18 17 -8 12 11 -11 13 -4 16 -16 -2 -1 -3 -12 25 -14 24 -24 -7 -5 right_child=1 4 9 20 -6 22 8 -9 -10 10 19 -13 21 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 leaf_value=0.00096927231690782309 0.0086344352711126247 -0.033736882217535229 0.015275785835231405 -0.018781337377461974 0.053959068105080901 -0.010015312873082301 -0.014755976981825687 0.055699226241148626 0.030368450988327612 0.0077129989372373628 -0.016137299607274683 -0.024953905549268546 0.017861317117155887 0.048516484036368164 0.072768705372559958 0.010522242165571023 -0.0088003034785493865 -0.030395359326156876 0.0047176731119125369 0.011899126816419822 0.018935815810969821 0.00011653464428848449 0.010341535221095894 -0.031901402495165786 -0.033475483794464175 -0.029169683225467775 leaf_weight=252.46720620244741 144.65653782710433 161.13201204314828 292.81115586310625 52.00928071141243 6.7219017036259165 51.714129067957401 175.60565387830138 7.4499377943575373 11.903791435062884 508.98675554990768 71.135879836976528 18.428661350160837 35.873288094997406 20.501552551984787 5.9580193758010855 39.991050265729427 108.31499519944191 13.240103133022783 7.665448769927024 16.60490196198225 5.1983964703977099 115.54654687643051 29.290100112557411 15.678176309913395 48.158753488212824 60.158084649592638 leaf_count=3202 2068 3769 2532 800 83 1026 3237 73 173 5260 995 305 349 178 65 477 1458 149 166 175 94 1018 441 271 924 1222 internal_value=-0.000893895 -0.0103684 0.00430471 -0.00606267 -0.0198237 -0.00259481 -0.0213768 0.00103408 -0.0117189 0.00806066 0.00403974 0.00651704 0.0133522 0.0176142 0.00412876 0.020078 0.00114445 -0.000682975 -0.0319436 -0.0107008 -0.0224911 0.00444291 -0.0164382 -0.00465127 -0.0215971 -0.0246056 internal_weight=2277.2 806.791 1470.41 390.523 363.029 443.762 356.307 273.157 187.509 1079.89 615.156 527.415 464.733 313.313 298.921 45.9491 252.972 265.707 168.797 87.7408 117.366 151.42 144.841 44.9683 99.8729 112.167 internal_count=30510 14158 16352 5540 7428 6730 7345 3424 3410 10812 6735 5565 4077 2710 4068 542 3526 3351 3935 1170 2116 1367 2662 712 1950 2022 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=27 num_cat=0 split_feature=2 11 9 3 11 11 3 3 10 5 4 8 2 4 3 7 8 11 10 10 11 3 3 11 6 2 split_gain=39.49 21.4987 20.2442 14.2475 12.2804 11.7625 11.7292 8.98362 8.04782 8.91421 7.44751 6.99111 6.67166 7.07318 5.45177 11.5766 5.4175 6.19589 4.47467 4.18953 3.66328 4.21016 3.41013 3.37296 2.39124 2.18386 threshold=1.0000000180025095e-35 1233.6450000000002 550.50000000000011 962.71000000000015 3976.0000000000005 1386.5650000000003 1288.6550000000002 2488.6400000000008 31.105000000000004 24.905000000000005 1.0000000180025095e-35 8345.2850000000017 12.500000000000002 1.0000000180025095e-35 3783.6800000000007 0.33915000000000006 267.48000000000008 1189.8350000000003 48.845000000000006 16.675000000000004 12000.210000000001 1.0050000000000001 29032.515000000003 651.33500000000015 1.5000000000000002 6.5000000000000009 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 left_child=1 6 3 12 25 14 16 -6 22 -10 23 -12 13 -2 15 -3 17 -1 -14 -18 21 24 -7 -8 -4 -5 right_child=2 5 20 4 7 8 10 -9 9 -11 11 -13 18 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.0073136230886123579 0.0019871124496174965 0.091597248137518794 -0.0049476748623614366 -0.023851316258359383 0.040936140002494549 -0.017159966746588387 -0.01408739857079748 -0.0059844303034910507 0.033290842606508685 0.0087278521407484176 -0.030536642798020687 0.011970743925283954 -0.011295658728595765 -0.011272640455537051 -0.0049394775614621583 0.025726947921722521 0.026697205981956254 -0.030125172546769066 0.032629310703396745 -0.010745637668775586 0 -0.043063415661272038 0.0073972974530076008 0.0057253677863547958 -0.036589730922594377 0.0021969282941098553 leaf_weight=268.43097480386496 318.90174569189548 8.1361185945570451 16.986519804224375 169.34644839540124 10.600294500589369 40.110308464616537 38.4507593549788 83.513097822666168 38.228716321289539 744.11581541970372 68.397639695554972 10.509132998064159 6.9466130435466793 145.48613391444087 7.1331751719117156 31.772925361990929 7.1095608118921518 10.504688549786804 22.37597382068634 91.883850309997797 8.4703028947114927 51.159924874082208 20.503982253372669 45.88953036442399 8.9656919054687005 7.9093234986066809 leaf_count=3035 4100 89 385 3352 172 454 627 1329 361 7389 1445 216 74 2330 87 327 135 100 191 1475 160 1577 269 568 221 127 internal_value=0.000155043 0.00522722 -0.00836877 -0.0057591 -0.0149404 0.010003 -0.00262157 -0.000272217 0.0086116 0.00997545 -0.0137823 -0.0247338 -0.00068247 -0.00217153 0.0341328 0.0411887 0.00220976 0.00578324 0.0220291 -0.00776645 -0.0313046 -0.0346914 -0.0087866 -0.00330792 -0.0170165 -0.0226552 internal_weight=2281.84 1431.18 850.662 765.08 271.369 890.001 541.176 94.1134 842.959 782.345 163.247 78.9068 493.71 464.388 47.0422 39.909 377.929 278.936 29.3226 98.9934 85.5824 77.1121 60.6143 84.3403 25.9522 177.256 internal_count=30595 16577 14018 11675 4980 8976 7601 1501 8473 7750 2856 1661 6695 6430 503 416 4745 3135 265 1610 2343 2183 723 1195 606 3479 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=29 num_cat=0 split_feature=2 8 11 3 9 3 11 11 8 5 2 3 11 7 11 8 4 5 5 7 5 3 8 7 3 2 9 10 split_gain=39.7224 23.4107 22.7918 11.3241 10.3287 8.21373 6.99895 7.33562 8.18582 6.98973 6.79987 6.42765 6.00232 9.51036 5.91805 5.31032 5.19694 5.13333 4.9939 4.86734 4.74139 4.72152 4.26268 5.86107 2.9636 2.32684 1.92136 1.00858 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1256.9100000000001 416.49500000000006 94.500000000000014 659.69500000000016 1460.3800000000003 9799.2400000000016 8500.9000000000015 49.025000000000013 5.5000000000000009 3841.3200000000002 3175.3150000000005 0.86295000000000011 5834.6050000000005 12097.570000000002 1.0000000180025095e-35 33.335000000000008 146.67500000000004 0.83785000000000009 68.125000000000014 287.10500000000008 18824.240000000002 0.018950000000000005 185.59500000000006 1.5000000000000002 201.50000000000003 8.3750000000000018 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=2 3 4 12 22 17 9 8 -8 11 14 -4 19 -14 -5 21 -12 -6 -9 -2 -11 24 23 -1 -3 -17 -23 -7 right_child=1 15 6 10 5 27 7 18 -10 20 16 -13 13 -15 -16 25 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 leaf_value=-0.016966329564806742 0.00055542102309280637 -0.022120767272569081 0.069667713619910338 -0.017657905509611462 0.022089735953599674 -0.019272710395649803 0.0049575646490678752 0.022031834415541268 0.045259748030746484 -0.018534694788877839 -0.0051984150012392089 0.014149264430108492 0.028864650682027666 -0.00040981117213885888 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internal_value=-0.000178043 -0.00883322 0.00487039 -0.00487386 -0.00324232 -0.0183903 0.00975993 0.00849447 0.00580095 0.0255353 -0.0118142 0.0474848 0.00105759 0.0103462 -0.0139884 -0.0265705 0.0126142 -0.00619743 0.0167802 -0.00328304 0.0127946 -0.0295998 -7.37456e-05 -0.000693606 -0.0184882 0.00177642 -0.0379467 -0.0368656 internal_weight=2270.27 836.46 1433.81 685.09 538.931 92.1255 894.879 830.143 628.224 64.7362 315.627 22.6301 369.463 117.592 290.412 151.37 25.2148 56.4663 201.919 251.871 42.1061 136.875 446.805 440.905 60.3501 14.4948 76.5253 35.6592 internal_count=30454 13920 16534 10246 7596 1984 8938 8262 6604 676 5693 247 4553 1298 5304 3674 389 1009 1658 3255 429 3362 5612 5542 1287 312 2075 975 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=25 num_cat=0 split_feature=0 6 9 10 1 1 5 7 11 2 1 8 11 11 7 8 11 0 5 5 11 1 1 11 split_gain=48.768 20.424 18.525 11.45 10.1757 16.878 9.95213 8.65518 8.60453 8.40164 7.14527 6.7644 6.30275 5.29358 4.16869 3.99487 3.86429 2.29622 2.26706 2.18204 2.03811 1.48456 1.42174 1.26834 threshold=1.0000000180025095e-35 1.0000000180025095e-35 580.50000000000011 32.580000000000005 5.5000000000000009 1.0000000180025095e-35 124.47500000000001 0.41165000000000007 37.640000000000008 1.5000000000000002 10.500000000000002 33969.735000000008 1.0000000180025095e-35 1580.7600000000002 0.034350000000000006 818.70500000000015 1984.6900000000003 5.5000000000000009 30.330000000000002 33.335000000000008 12863.275000000003 1.0000000180025095e-35 4.5000000000000009 917.22500000000002 decision_type=8 10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 left_child=1 3 6 12 5 -5 8 -6 17 -10 15 13 19 18 -14 -8 -15 -2 -3 -1 21 23 -23 -4 right_child=2 11 20 4 7 -7 10 -9 9 -11 -12 -13 14 16 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 leaf_value=-0.041826875256169127 -0.034491648099551478 -0.034956082329726357 -0.030857281276483284 0.010766499535875306 -0.0056654196397470449 -0.005281926646922187 0.0004014057290813132 0.04270953811336535 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0.00886455 0.0078496 -0.00764163 0.0310738 -0.00999538 -0.00822868 0.00736321 -0.011238 -0.00515946 -0.0131381 -0.00119507 0.00350622 -0.00315595 -0.0304505 -0.0212172 -0.0293091 -0.0318159 -0.0341183 -0.0391606 -0.0223207 internal_weight=2273.18 1483.37 789.811 1312.56 1147.02 1098.4 701.017 48.6173 606.539 559.833 94.4782 170.811 165.541 165.44 143.277 88.7831 74.9027 46.7058 90.5372 22.2637 88.7946 81.2521 55.0014 26.2507 internal_count=30528 16377 14151 13402 11289 10896 11490 393 10346 9313 1144 2975 2113 2902 1714 1107 1058 1033 1844 399 2661 2516 1748 768 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=28 num_cat=0 split_feature=0 3 6 7 11 9 1 1 1 4 7 8 0 3 7 7 7 8 11 0 7 8 11 10 8 10 8 split_gain=46.091 23.4915 18.2227 11.8049 9.88727 8.21459 8.15434 14.7809 6.56907 6.49562 6.48637 6.66608 6.06679 5.52835 5.51973 5.38785 5.04664 4.71385 7.18801 4.46897 3.84448 3.55905 3.10216 1.4001 1.39685 1.00066 0.438676 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.057350000000000005 735.04000000000008 801.00000000000011 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 1.5000000000000002 0.6815500000000001 9883.1050000000014 5.5000000000000009 3711.0000000000005 0.68795000000000006 0.010850000000000002 0.7722500000000001 10003.750000000002 1189.8350000000003 1.5000000000000002 0.44255000000000005 600.0200000000001 12000.210000000001 38.415000000000006 366.40000000000003 66.175000000000026 1100.0900000000004 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 left_child=2 3 4 25 10 15 14 -8 9 -5 11 -1 -10 17 -6 23 -12 21 -19 -17 24 -4 26 -3 -15 -2 -7 right_child=1 5 13 8 6 22 7 -9 12 -11 16 -13 -14 20 -16 19 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.0057349804515877314 -0.03738726434442155 -0.046110950291464607 0.0031332204852080429 0.0035039882556586683 0.014378904964013853 -0.026381812200576234 -0.006976106432751635 0.025012327378580664 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444 1890 336 269 744 119 125 245 165 2660 3647 257 213 79 3711 64 1308 143 168 640 162 1315 internal_value=-0.000785921 -0.010625 0.00437025 -9.29889e-05 0.00635315 -0.0177751 0.00872807 -9.52749e-06 0.00288564 -0.000770803 -0.00151161 -0.00411577 0.0182721 -0.0110366 0.0110204 -0.0151776 0.0187873 -0.00596673 0.0150221 -0.0136425 -0.0274621 -0.010194 -0.0354345 -0.0379602 -0.0335044 -0.0310907 -0.0397663 internal_weight=2268.77 780.093 1488.68 316.137 1319.73 463.956 1014.05 210.5 289.102 234.096 305.686 271.853 55.0057 168.941 803.549 406.333 33.8328 130.369 21.2288 382.386 38.5721 109.14 57.6233 23.9465 33.5252 27.0348 50.3876 internal_count=30430 14076 16354 4227 13386 9849 9460 2226 3631 3117 3926 3550 514 2968 7234 7947 376 2099 292 7358 869 1807 1902 589 805 596 1759 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=27 num_cat=0 split_feature=0 9 11 3 3 11 3 10 1 7 11 0 11 7 11 10 8 11 11 8 10 3 11 3 11 11 split_gain=36.4534 19.3904 18.5822 14.9022 12.7548 8.34407 6.19193 10.0385 8.84744 5.91625 5.43969 6.0542 5.18538 4.56723 4.48008 4.16793 3.94672 3.41276 6.02383 2.86954 2.60528 1.96485 1.90993 1.26756 0.686236 1.77476 threshold=1.0000000180025095e-35 750.50000000000011 750.32500000000016 211.71000000000001 1235.45 14230.710000000001 247.38500000000002 159.61500000000004 1.0000000180025095e-35 1.3680500000000004 4858.3150000000014 5.5000000000000009 12863.275000000003 0.43975000000000003 23828.375000000004 385.43000000000006 6477.2300000000005 718.70000000000016 683.00500000000011 8345.2850000000017 475.64000000000004 5482.0550000000012 7722.1950000000006 1.0000000180025095e-35 972.21500000000015 3558.8500000000008 decision_type=10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 left_child=2 3 4 15 17 6 7 -4 -8 14 11 -5 24 -12 -7 16 -2 18 -1 21 -11 -6 -17 -19 -3 -26 right_child=1 12 5 10 19 9 8 -9 -10 20 13 -13 -14 -15 -16 22 -18 23 -20 -21 -22 -23 -24 -25 25 -27 leaf_value=0.00055370238169479219 0.0021282342726007169 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6.0468430072069159 7.1847978346049786 15.206460872665049 16.297388508915901 leaf_count=3144 4193 1272 3110 5441 1137 385 4645 892 1178 268 553 355 143 720 212 141 85 64 144 182 69 737 70 85 516 518 internal_value=0.000283463 -0.00853906 0.00486727 -0.00587178 -0.00467316 0.00814539 0.00658283 0.0108977 0.00290461 0.0203829 -0.0129959 -0.0162432 -0.0323181 -0.00116787 0.0280568 0.00164747 0.00296984 0.00107016 0.0023809 -0.0192457 0.00456829 -0.0217316 -0.0217172 -0.0229049 -0.0365554 -0.0284517 internal_weight=2251.94 769.3 1482.64 693.021 378.659 1103.98 980.702 449.768 530.934 123.275 355.828 278.557 76.2784 77.2706 82.266 337.193 320.16 272.03 258.981 106.629 41.0089 97.6437 17.0332 13.0495 68.8665 31.5038 internal_count=30259 14007 16252 11558 5493 10759 9825 4002 5823 934 7069 5796 2449 1273 597 4489 4278 3437 3288 2056 337 1874 211 149 2306 1034 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=22 num_cat=0 split_feature=4 1 1 1 3 5 7 2 7 10 7 1 2 3 7 1 7 5 10 7 1 split_gain=29.4086 19.7949 24.513 15.3493 14.88 14.4959 10.8439 10.2248 9.45096 8.94382 11.0215 5.78476 5.16917 10.3346 5.14561 5.01001 6.40718 2.94721 2.93809 2.62425 1.97938 threshold=1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1029.3650000000002 27.305000000000003 0.36185000000000006 5.5000000000000009 0.015050000000000003 14.845000000000001 0.86295000000000011 5.5000000000000009 1.0000000180025095e-35 1971.4800000000002 0.034350000000000006 3.5000000000000004 0.49215000000000003 58.355000000000011 13.305000000000001 0.018950000000000005 11.500000000000002 decision_type=8 10 8 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=3 2 5 8 9 19 17 -7 -1 20 -11 -8 14 -14 -10 18 -17 -4 -6 -2 -5 right_child=1 -3 6 4 15 7 11 -9 12 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.038245123431077659 -0.03547366499016507 0.060160899345487767 -0.034665965175890566 -0.023642439319077599 0.0075067088265805861 0.00077159748542879227 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15062.050000000001 1.5000000000000002 18.500000000000004 107.16000000000001 0.10185000000000001 1900.3450000000003 351.34000000000009 2499.8500000000004 461.35500000000008 9950.0000000000018 38.975000000000001 3320.2250000000004 1.0000000180025095e-35 1.0000000180025095e-35 4410.0000000000009 335.71000000000004 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=3 2 13 4 6 9 7 -1 12 -6 16 20 -4 15 -7 -2 17 -5 -18 -8 -12 26 24 -10 -23 -24 -3 right_child=1 21 8 10 5 14 19 -9 23 -11 11 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 leaf_value=0.010571920695883842 -0.015921057219196441 -0.02246673300998861 -0.008363954090114983 0.013880294372218894 -0.0025111550707243467 -0.018135286900185045 -0.0015904557294376207 0.031875847411946268 0.0031216875829053799 0.0080794454225949115 -0.017348396230810661 0.03516011559033342 -0.022456666685514749 0.038927945292188688 0.013991311259365325 0.0020831134797523925 0.046277938201904865 -0.035439591470906681 0.0048960788522504871 0.016079821252423868 -0.043026522923947187 -0.013576014112042456 0.0051706870827791882 0.032848177425696429 -0.036955750682511335 -0.013952654586234656 -0.046438505063448272 leaf_weight=390.8028511069715 31.228999335318804 6.06309771165252 178.29248587600887 13.366055306047203 235.31691626831889 67.139510720968246 146.38114539906383 57.682682976126671 6.9030904918909055 407.26159241423011 77.766741072759032 5.1274999193847171 153.12117886357009 8.7653528340160829 13.782460041344164 305.65082192793489 5.9953208826482287 13.309371046721933 39.338158044964075 20.814655460417271 9.2118016351014358 8.2762141954153758 5.0717673674225789 7.0922853443771601 26.457313135266304 5.6977805178612471 20.736383061856031 leaf_count=3387 551 194 3480 154 3107 697 1315 458 113 4176 1639 86 3315 78 132 4017 99 227 552 190 172 227 163 126 855 155 846 internal_value=-4.48863e-05 -0.00856292 -0.00600291 0.00427997 0.00582774 0.00230669 0.00994686 0.0133879 -0.0134672 0.00419545 -0.00827846 -0.0170817 -0.0149381 0.00145917 -0.0124985 0.000357135 0.00299299 -0.010938 0.0113574 0.00066216 -0.0205829 -0.0325471 -0.0259702 0.0197053 -0.0320606 -0.00484782 -0.0421983 internal_weight=2266.65 763.357 691.054 1503.3 1339.18 723.5 615.681 448.486 345.409 642.579 164.115 92.106 331.414 345.645 80.922 336.88 72.0089 26.6754 45.3335 167.196 86.9785 72.3026 45.5031 13.9954 34.7335 10.7695 26.7995 internal_count=30511 14120 11680 16391 13462 8112 5350 3845 7034 7283 2929 1897 6795 4646 829 4568 1032 381 651 1505 1811 2440 1400 239 1082 318 1040 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=24 num_cat=0 split_feature=0 9 11 3 6 1 1 2 11 11 11 5 2 5 2 2 4 9 9 5 4 11 9 split_gain=25.5915 18.6127 11.3501 11.2814 11.2313 9.8771 7.63143 11.2153 7.61874 6.61638 6.61335 6.33462 5.36897 4.8385 3.22353 2.8837 2.40029 1.49573 2.15604 1.17779 0.664947 0.651656 0.816305 threshold=1.0000000180025095e-35 778.00000000000011 4959.5850000000009 2574.6750000000006 1.5000000000000002 15.500000000000002 5.5000000000000009 1.0000000180025095e-35 366.40000000000003 772.09000000000003 23828.375000000004 127.92500000000003 7.5000000000000009 131.67500000000004 3.5000000000000004 1.5000000000000002 7.5000000000000009 4202.5000000000009 22011.000000000004 55.895000000000003 2.5000000000000004 12000.210000000001 1661.0000000000002 decision_type=8 8 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 left_child=4 2 3 11 6 15 7 10 -8 -10 -1 -2 -9 17 -5 -4 21 20 -19 -18 -6 22 -3 right_child=1 16 5 14 13 -7 8 12 9 -11 -12 -13 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24 leaf_value=0.0050498623853837262 -0.0067036565473244979 -0.024247445497434655 0.0099174775036106055 -0.026165738909446082 -0.012232687259268885 0.068206150825131026 -0.026667131732596928 -0.0088305390667881081 0.062948346388525089 0.018696151777732706 0.023845285061339084 0.012609988370754905 0.027670693199119158 0.016323713233933845 -0.0020248998078296818 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-0.0357223 -0.0376127 internal_weight=2252.2 759.008 686.321 531.818 1493.19 154.503 1435.76 1375.3 60.4545 54.1771 1175.04 422.367 200.263 57.4349 109.45 149.15 72.6875 49.3239 25.2916 13.8719 24.0323 58.8155 53.1451 internal_count=30378 14119 11626 9447 16259 2179 15199 14713 486 411 12110 6920 2603 1060 2527 2149 2493 954 432 468 522 2025 1910 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=26 num_cat=0 split_feature=0 11 1 11 1 1 3 11 4 3 3 0 10 10 11 5 3 0 10 6 5 4 10 10 10 split_gain=26.6998 16.2998 13.0375 12.6814 12.1608 11.5033 8.35486 9.94307 8.01319 6.51603 6.30833 5.66043 5.51685 5.80719 5.10287 4.03405 4.18124 3.48578 2.44764 2.17359 2.1722 1.10189 3.10934 0.721922 0.48862 threshold=1.0000000180025095e-35 37.640000000000008 14.500000000000002 356.45500000000004 5.5000000000000009 1.0000000180025095e-35 1080.1550000000004 4858.3150000000014 2.5000000000000004 1000.1100000000001 907.24500000000012 6.5000000000000009 111.12000000000002 180.50500000000002 750.32500000000016 260.69000000000005 918.85000000000014 6.5000000000000009 46.025000000000013 1.5000000000000002 22.275000000000002 3.5000000000000004 63.745000000000012 51.725000000000001 89.635000000000005 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 10 8 10 10 10 8 10 10 left_child=3 17 6 9 5 14 8 -8 -3 15 -7 -4 18 -14 -5 16 -1 21 -6 20 -11 23 -23 -2 -13 right_child=1 2 11 4 12 10 7 -9 -10 19 -12 24 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 leaf_value=-0.0051355140859083749 -0.029803837526014135 0.0010349827473499415 0.049002557903035739 -0.0027333008957814162 0.037857243552200992 0.001184259644548373 -0.021246428367861229 -2.9695915500946177e-05 -0.017609373209047478 -0.025238468706299283 -0.016641287493205866 0.011587009750575658 0.07302627754960217 0.020038665441301 0.0084631139171216039 0.029862057013787364 0.031638087477761895 0.0068691763100603058 0.0055186535033508663 -0.044708949592266171 -0.006184058178894938 -0.03146886805048394 0.01093883031663084 -0.046879625650678693 -0.0070901709537733656 leaf_weight=140.87934494018555 33.217298474162817 350.87767195515335 14.394511230289938 113.44366334937513 7.3152200803160667 127.75189562886953 154.73143466934562 86.296255778521299 67.85136423446238 30.308934446424246 79.563991542905569 6.0945252627134305 10.820681270211933 11.662069514393808 904.62736264429986 8.8737127445638162 7.157504975795745 5.6055781301110974 23.025744356215004 7.0847520101815453 31.974197018891573 14.163610897958277 5.247036466374996 17.265596674755216 5.7133152484893799 leaf_count=1879 1017 5226 107 1409 63 1429 3700 1614 1329 692 1110 56 71 91 8415 96 111 112 174 230 567 494 124 400 44 internal_value=0.000256437 -0.00736454 -0.00490654 0.00411925 0.00605275 0.00502158 -0.00630273 -0.0137023 -0.00200902 -0.00675933 -0.0056799 0.029004 0.0293427 0.0477777 0.00720913 -0.00104924 -0.00312363 -0.0292757 0.0144342 -0.0194061 -0.0157878 -0.0323011 -0.0197861 -0.0365382 0.00231154 internal_weight=2265.95 761.458 685.959 1504.49 1278.21 1225.39 659.757 241.028 418.729 226.278 207.316 26.2024 52.8237 22.4828 1018.07 156.911 148.037 75.4991 30.341 69.3679 62.2831 69.8935 19.4106 50.4829 11.8078 internal_count=30560 14223 12076 16337 12762 12363 11869 5314 6555 3575 2539 207 399 162 9824 2086 1990 2147 237 1489 1259 2035 618 1417 100 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=27 num_cat=0 split_feature=9 2 3 3 11 11 11 3 2 7 11 3 5 11 2 7 5 2 10 7 6 2 4 11 11 1 split_gain=22.8904 13.9549 10.4118 10.2867 8.96289 13.3706 8.59835 6.71106 10.0603 9.54375 6.13192 5.81371 7.40871 5.78192 7.09034 6.19235 5.10628 3.43585 3.79028 8.3253 3.2288 3.05587 3.03468 2.44379 1.62073 1.03986 threshold=45.000000000000007 1.0000000180025095e-35 287.10500000000008 2452.1350000000007 1233.6450000000002 1386.5650000000003 16045.760000000002 10467.485000000002 3.5000000000000004 0.43975000000000003 4098.0850000000009 789.47500000000014 67.365000000000023 3175.3150000000005 17.500000000000004 0.94965000000000011 18.735000000000003 2.5000000000000004 62.995000000000012 0.21115000000000003 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5107.8900000000003 4858.3150000000014 3.5000000000000004 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=1 4 17 13 11 16 21 8 -5 -9 -7 12 -1 14 -3 -15 -6 18 19 -2 -20 23 -13 -4 -23 -19 right_child=2 3 6 7 5 10 -8 9 -10 -11 -12 22 -14 15 -16 -17 -18 25 20 -21 -22 24 -24 -25 -26 -27 leaf_value=0.0117294546542899 -0.0015926105172094297 -0.0046021823660640374 -0.015309783421550181 -0.029144574797679759 0.071191155435194844 0.0018871140873756684 0.021386668843532384 -0.010302579771866256 0.011714008334214744 0.039090408703207069 0.010657172306849431 -0.0026879003970561345 -0.0046353518151799359 0.018554571668110545 0.036908168998345356 -0.0022596212251349774 0.025346177098675728 -0.039207538769587255 -0.00021991817487833216 0.050985881000038182 -0.020850150705040496 -0.043170893468195151 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-0.00789338 -0.0204535 -0.0378371 -0.0273204 internal_weight=2259.25 1996.42 262.835 700.535 1295.88 847.837 126.487 172.776 104.54 68.2365 801.844 448.047 274.501 527.759 386.923 140.836 45.9933 136.347 123.051 39.042 84.009 117.663 173.547 70.8922 46.7708 13.2964 internal_count=30450 24244 6206 10915 13329 7726 3643 3416 2096 1320 7299 5603 3006 7499 5850 1649 427 2563 2215 763 1452 3512 2597 1769 1743 348 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=25 num_cat=0 split_feature=0 7 3 11 3 1 10 11 3 0 1 1 11 7 7 5 7 10 11 5 10 10 1 8 split_gain=20.9162 15.6538 12.0208 9.12596 10.2981 7.2039 7.38187 6.70142 6.55698 4.95972 4.22027 11.4859 13.1509 5.55804 8.36261 7.66819 4.78143 3.90647 3.40496 2.17448 1.53385 3.32509 0.505512 0.512731 threshold=1.0000000180025095e-35 0.010850000000000002 1.0000000180025095e-35 750.32500000000016 1080.1550000000004 12.500000000000002 14.845000000000001 9512.3150000000005 4437.8100000000013 18.500000000000004 1.0000000180025095e-35 3.5000000000000004 6542.8100000000004 0.57015000000000016 0.57935000000000014 146.67500000000004 1.1171000000000002 164.72000000000003 23828.375000000004 93.225000000000009 67.225000000000009 59.315000000000005 1.0000000180025095e-35 500.09000000000009 decision_type=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=3 19 9 4 5 6 -1 8 -4 17 13 16 -13 15 -15 -5 -12 -3 -9 22 21 -6 -2 -24 right_child=1 2 7 10 20 -7 -8 18 -10 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 leaf_value=-0.023561116831279066 -0.027116092136696857 0.0047439825000273788 -0.0085509548031474144 0.0099001549521178615 -0.016887495974019701 0.055009588293909173 0.003336558475623311 0.014135610020110937 -0.023645555639619186 0.03631482217388738 -0.0045683796963072697 0.0038944715910082871 0.056211677394841897 -0.041758052779253312 0.0042345661360144553 0.049229431116576045 -0.030256038655117723 -0.0082101991694534891 -0.021853568820212048 -0.0017617859179756346 -0.039303835464453658 0.019441851529484386 -0.022686712049637247 -0.048774127234593984 leaf_weight=27.484471432864666 17.511339927092195 216.23713120445609 253.79793923906982 429.91179437935352 94.512767594307661 5.2078051157295695 242.49781636334956 35.823021301999688 101.79247812181711 9.4768432602286321 132.02160334214568 49.671836972236633 15.02284165099263 9.0879812464117986 462.31301369145513 11.920478109270332 20.272571571171284 78.370462827384472 6.9800991229712954 5.0380795616656533 6.4867437276989213 5.8000343292951575 6.0376938227564123 19.253178542479873 leaf_count=324 569 2811 5522 4259 1938 47 3071 616 2538 79 1633 434 105 82 3977 92 201 958 101 117 104 90 166 712 internal_value=-7.80261e-05 -0.00689978 -0.00498074 0.00330576 -0.00336097 0.0017481 0.000503054 -0.0106868 -0.0129402 0.0024891 0.00556436 -0.000680338 0.01679 0.00705273 0.00325079 0.0110813 -0.00819546 0.00126493 0.00778762 -0.0342972 -0.016466 -0.0145664 -0.037885 -0.0438362 internal_weight=2262.53 750.318 702.478 1512.21 381.99 275.19 269.982 398.394 355.59 304.084 1130.22 216.989 64.6947 913.233 471.401 441.832 152.294 294.608 42.8031 47.8403 106.8 100.313 42.8022 25.2909 internal_count=30546 14189 12625 16357 5574 3442 3395 8777 8060 3848 10783 2373 539 8410 4059 4351 1834 3769 717 1564 2132 2028 1447 878 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=22 num_cat=0 split_feature=6 1 1 7 4 0 4 5 7 7 5 11 2 11 7 2 7 7 9 9 5 split_gain=22.8697 15.6878 16.2669 8.92632 8.04719 15.9909 10.3161 7.14111 6.66911 6.27031 16.7317 5.47126 4.64121 4.30649 3.04331 2.35083 2.74436 2.21305 1.4292 0.611357 0.303941 threshold=1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 0.29645000000000005 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 74.045000000000016 0.85475000000000012 1.5103000000000002 125.45500000000001 12863.275000000003 10.500000000000002 6376.6250000000009 0.76975000000000016 1.0000000180025095e-35 0.76215000000000011 2.0222000000000002 4202.5000000000009 7903.5000000000009 35.755000000000003 decision_type=8 10 10 10 10 10 10 10 10 8 10 10 8 10 8 8 10 10 10 10 8 left_child=1 4 3 13 9 6 -6 14 -9 10 -1 15 -5 -3 -4 16 18 -11 -2 20 -17 right_child=11 2 7 12 5 -7 -8 8 -10 17 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 leaf_value=0.0059134919105959527 -0.033817031267510615 -0.018674001742838415 -0.001444666745153789 -0.0046549825007096207 -0.0060033512427155773 0.066584465873769302 0.011048497555194187 0.035601849270848689 0.0012724718966910329 -0.01930737165248439 0.030176868211832769 0.010422984223940156 0.038211732673789418 0.0077388474954756346 0.031531903560815658 -0.025561668084574864 0.0090589548548111846 -9.2557594823539641e-05 -0.015178290995820999 -0.019878573075225545 -0.048709626671956982 leaf_weight=705.78608223423362 23.467751452699304 192.33516102842987 87.080691672861576 438.80311697535217 378.14270362071693 7.6432977132499209 114.69057436101139 38.16472783498466 22.751297634094954 24.678539946675301 78.316228076815605 9.70300769433379 5.3928675875067702 15.955592457205055 6.5890383124351493 7.0443105101585397 6.0864374786615363 37.278240591287613 25.431436283513904 7.0039543937891713 17.370334770530469 leaf_count=7276 586 4108 1027 6749 5190 115 1393 351 181 204 617 143 65 268 49 327 90 324 531 235 585 internal_value=-0.000178415 0.000889184 -0.00461655 -0.00807532 0.00419384 -0.000822392 -0.00201064 0.00990842 0.0230887 0.00716451 0.00837864 -0.0239159 -0.00403866 -0.0165995 0.00113077 -0.0279044 -0.0207985 -0.0080107 -0.0247221 -0.039161 -0.0434961 internal_weight=2249.72 2153.61 807.072 652.487 1346.54 500.477 492.833 154.586 60.916 846.059 784.102 96.1072 444.196 208.291 93.6697 86.4042 54.9856 61.9568 48.8992 31.4186 24.4146 internal_count=30414 27917 12798 11190 15119 6698 6583 1608 532 8421 7893 2497 6814 4376 1076 2354 1207 528 1117 1147 912 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=20 num_cat=0 split_feature=6 2 8 8 11 0 11 3 8 11 11 10 7 3 2 3 8 4 3 split_gain=20.7972 11.1359 7.65327 7.2089 6.8935 6.92022 6.37615 7.46594 6.00918 5.50212 3.90678 3.76625 3.67324 2.42043 2.80866 2.92414 1.21893 1.33501 0.530113 threshold=1.5000000000000002 1.0000000180025095e-35 31887.250000000004 151.79500000000004 26263.760000000006 8.5000000000000018 6039.9600000000009 1835.2300000000002 16243.030000000001 14885.475 23828.375000000004 40.945000000000007 1.2747000000000002 962.71000000000015 1.0000000180025095e-35 110.74500000000002 11999.505000000003 3.5000000000000004 0.83500000000000008 decision_type=8 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 left_child=1 2 4 6 5 -1 7 -3 11 13 -8 -5 -6 14 15 -2 17 -15 -16 right_child=9 3 -4 8 12 -7 10 -9 -10 -11 -12 -13 -14 16 18 -17 -18 -19 -20 leaf_value=0.0024135662937256482 -0.016128919054968452 -0.0012626634407627998 0.053194226023340258 -0.037383357833962294 0.032664534737162458 0.048976696605556792 0.010501409622242403 -0.015256545963870006 0.028727369800727362 0.014189980431470108 -0.016272829842335343 -0.013423529726043602 0.0047706829413759278 -0.021080069253164239 -0.020823038663746029 0.020606089063667989 -0.0095672765533622896 -0.047166672010245644 -0.045288248874364445 leaf_weight=1344.4694726541638 25.723736511543397 413.37505081109703 6.7743589766323558 23.683247553184628 29.122113779187202 7.0430584810674182 121.93973256833851 123.34711583890021 5.6933001261204472 8.3492945320904237 14.290102325379847 59.077555699273944 20.81663216650486 10.568632887676356 8.8329239618033188 5.7818376347422591 5.0348874349147072 22.319524094462395 7.7742215860635033 leaf_count=14818 431 5903 78 799 181 74 1546 2739 122 116 170 1427 161 359 265 127 146 822 262 internal_value=2.23424e-05 0.00102866 0.00366361 -0.00383655 0.00338287 0.00269595 -0.00205222 -0.00451037 -0.017181 -0.0228258 0.00755832 -0.0207041 0.0214572 -0.0265972 -0.0182926 -0.00880704 -0.0362641 -0.0398007 -0.0344815 internal_weight=2264.02 2169.63 1408.23 761.406 1401.45 1351.51 672.952 536.722 88.4541 94.3851 136.23 82.7608 49.9387 86.0358 48.1127 31.5056 37.923 32.8882 16.6071 internal_count=30546 28018 15312 12706 15234 14892 10358 8642 2348 2528 1716 2226 342 2412 1085 558 1327 1181 527 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=22 num_cat=0 split_feature=0 9 2 2 3 7 7 9 11 5 1 2 4 1 11 1 11 2 7 2 5 split_gain=17.4522 15.4519 10.3092 9.83689 7.72516 6.5873 9.03189 6.0379 5.9492 5.84906 5.57491 5.4513 4.14936 4.02479 4.37007 3.83084 1.98635 2.31708 1.97531 0.582176 0.163944 threshold=1.0000000180025095e-35 778.00000000000011 9.5000000000000018 1.0000000180025095e-35 247.38500000000002 0.018950000000000005 0.034350000000000006 315.50000000000006 4858.3150000000014 27.305000000000003 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 972.21500000000015 11.500000000000002 14230.710000000001 1.0000000180025095e-35 0.20265000000000002 3.5000000000000004 90.365000000000023 decision_type=10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 left_child=2 4 3 5 7 9 -7 15 12 -1 -4 -10 -6 14 -5 -2 17 18 -3 -15 -9 right_child=1 16 10 13 8 6 -8 20 11 -11 -12 -13 -14 19 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.029945561275792277 -0.0020995835676664693 -0.027034020376607432 0.069702322379048276 -0.019010905591316789 -0.0077016683091328175 0.046964738446323401 0.0045119123230657207 0.020891067341440361 0.011944579243930518 -0.00090000354731799292 0.011534361548055946 -0.01510654556272702 -0.020790072131670501 0.027356023226547295 -0.0037339776245113063 0.015388928557554749 -0.0011100329690405389 -0.038655016838948647 0.0080207602117806902 0.0051819287598730245 0.046679090347447105 leaf_weight=23.698792619630694 301.93692087009549 9.5012622009962762 7.64337304607034 72.167248403653502 141.46868187189102 11.703818861395119 1191.3518053777516 5.1120197772979719 50.614048572257161 59.618282493203878 9.2641311623156053 28.080523125827312 110.03104486130178 6.9695686101913434 134.87956670299172 33.911854173988104 5.8899977989494792 42.847479170188308 5.6202723626047382 6.680178239941597 5.0102614555507898 leaf_count=635 4143 369 71 1161 3036 159 11577 126 792 981 69 531 2693 52 1631 250 114 1830 165 52 107 internal_value=-0.000258161 -0.00655484 0.00279844 0.00234519 -0.00430313 0.00402156 0.00496773 0.000906285 -0.00976281 -0.00947822 0.0405335 0.00216077 -0.0135073 -0.00737735 -0.00914865 -0.00027842 -0.0298858 -0.0326564 -0.0140056 0.0179398 0.0371543 internal_weight=2264 740.024 1523.98 1507.07 676.165 1286.37 1203.06 345.971 330.194 83.3171 16.9075 78.6946 251.5 220.697 207.047 335.849 63.859 57.969 15.1215 13.6497 10.1223 internal_count=30544 14156 16388 16248 11678 13352 11736 4626 7052 1616 140 1323 5729 2896 2792 4393 2478 2364 534 104 233 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=24 num_cat=0 split_feature=7 0 9 1 2 2 5 5 5 5 7 2 5 9 5 9 7 3 9 9 7 10 11 split_gain=20.6513 14.4268 10.3959 8.25369 7.65807 7.0786 6.99286 6.52101 6.51697 7.42184 5.61267 5.43075 4.48286 5.66441 5.09876 5.37583 3.7648 1.97345 1.84626 0.814903 0.93551 0.325271 0.129358 threshold=0.018950000000000005 1.0000000180025095e-35 1103.5000000000002 5.5000000000000009 7.5000000000000009 1.0000000180025095e-35 31.935000000000006 74.045000000000016 125.45500000000001 281.31500000000005 0.74975000000000014 1.5000000000000002 33.910000000000004 2078.0000000000005 93.225000000000009 2394.5000000000005 0.19895000000000004 2239.0150000000008 11980.000000000002 8657.0000000000018 0.010850000000000002 31.435000000000006 2699.9400000000005 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 left_child=6 3 8 4 5 -2 19 16 11 -10 -9 -3 13 -8 17 -16 -5 -14 22 20 21 -1 -4 right_child=1 2 18 7 -6 -7 12 10 9 -11 -12 -13 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.040338636257553386 0.0046156150092600328 -0.00047649419460455371 -0.043173348214930005 0.034025246413837508 0.044741873781421609 -0.0059686642860281016 -0.016840159200474276 0.062815135904013872 0.01669882603864024 -0.018482891952181203 0.017001733800183074 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0.016225 -0.0141193 0.00689975 0.00669612 -0.0218765 -0.0306781 -0.0324705 -0.0345618 -0.0380751 -0.0352584 internal_weight=2238.36 2096.37 678.888 1417.49 1354.76 1344.55 141.987 62.73 643.932 89.1009 28.5637 554.832 89.2477 13.4544 75.7933 20.2877 34.1663 55.5056 34.9557 52.739 47.6831 39.0721 29.9258 internal_count=30258 26719 12353 14366 13892 13801 3539 474 11058 1053 183 10005 1890 323 1567 330 291 1237 1295 1649 1474 1285 1151 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=26 num_cat=0 split_feature=9 1 1 0 3 1 7 4 5 7 11 7 5 7 2 7 9 3 11 9 11 5 3 4 5 split_gain=23.1802 11.2448 14.4101 12.3101 8.55211 7.98509 7.68233 7.1912 7.1645 7.74068 7.74971 6.83096 6.13094 5.59236 5.00342 4.80995 2.80819 3.75415 4.03252 3.76926 1.72661 0.917296 1.70254 0.655482 0.0304142 threshold=94.500000000000014 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1617.7250000000001 2.5000000000000004 0.57015000000000016 7.5000000000000009 126.59000000000002 0.68795000000000006 1.0000000180025095e-35 1.3680500000000004 30.330000000000002 1.1309000000000002 3.5000000000000004 0.49635000000000007 379.00000000000006 287.10500000000008 12000.210000000001 580.50000000000011 2699.9400000000005 16.675000000000004 5063.4050000000016 2.5000000000000004 87.285000000000011 decision_type=10 10 10 10 10 10 10 10 10 8 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 left_child=1 8 4 6 5 -3 -4 -6 9 10 -1 15 21 -5 -11 -10 23 19 -19 -18 -13 22 -2 -14 -25 right_child=12 2 3 13 7 -7 -8 -9 11 14 -12 20 16 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 leaf_value=-0.013084232763656847 0 -0.00052489527012227475 0.0041927022570415846 -0.010667568171879855 -0.019877777870268547 -0.020709409142788737 0.027341373612924998 0.035165572842177785 0.00098658426543608542 -0.0067328579615617661 0.0060232705907569475 0.017042697065233488 -0.013409064398467375 0.033856495533549726 0.029358226412405208 0.025890594455329874 0.023183723151681528 -0.023763642011720962 0.0063168724951215187 -0.0066474806911375047 -0.00049428945786174892 -0.042847491824734442 -0.031038276125274142 -0.020974835478218795 -0.041302376176415856 leaf_weight=56.13275558874011 5.664295180700722 281.54019634053111 75.47308505512774 92.810726094990969 160.88259499892592 58.483244886621833 69.069776199758053 5.2097123712301245 25.333583783358335 247.43202487751842 731.31029673665762 15.807695761322973 8.0348077304661292 6.6143149919807902 8.9684501923620683 89.26699523627758 10.768926672637461 58.817889427766204 12.940271981060503 102.09967796504498 81.928655669093132 16.701729912310839 18.903425932861865 5.5779979117214671 8.0277626439928991 leaf_count=1047 173 4098 934 1378 3198 866 643 108 230 2290 7865 146 159 69 107 708 206 1708 203 2010 682 627 788 134 148 internal_value=-0.000779802 0.00100171 -0.00383602 0.00611711 -0.00864628 -0.00406179 0.0154005 -0.0179212 0.00389512 0.00218058 0.00463999 0.0122506 -0.0151849 -0.00734815 -0.00534188 0.0204847 -0.011521 -0.0093787 -0.0182582 -0.00357874 0.00243535 -0.032673 -0.0241552 -0.0283557 -0.0353176 internal_weight=2253.8 2006.26 750.084 243.968 506.116 340.023 144.543 166.092 1256.18 1043.84 787.443 212.337 247.537 99.425 256.4 114.601 206.267 184.627 71.7582 112.869 97.7364 41.2695 24.5677 21.6406 13.6058 internal_count=30525 24369 11294 3024 8270 4964 1577 3306 13075 11309 8912 1766 6156 1447 2397 938 4568 4127 1911 2216 828 1588 961 441 282 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=24 num_cat=0 split_feature=6 0 7 11 7 11 3 10 10 3 0 5 4 5 2 11 6 3 4 3 3 5 10 split_gain=15.7263 12.9932 9.59224 7.62387 11.7105 8.51267 7.88013 7.5898 5.83803 5.66381 5.28856 4.14559 3.88737 3.8498 3.28371 3.50756 3.55293 4.56135 3.4312 5.1701 2.16373 0.45541 0.198028 threshold=1.5000000000000002 1.0000000180025095e-35 0.018950000000000005 4098.0850000000009 0.37695000000000006 3558.8500000000008 12426.570000000002 32.580000000000005 186.29500000000004 225.66500000000002 6.5000000000000009 16.675000000000004 3.5000000000000004 115.34000000000002 2.5000000000000004 710.0150000000001 3.5000000000000004 0.67500000000000016 3.5000000000000004 1.0000000180025095e-35 0.67500000000000016 33.335000000000008 3.5400000000000005 decision_type=10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 3 12 5 6 7 -5 -1 -6 11 -11 -4 22 -7 15 16 21 -18 20 -20 -17 -2 -3 right_child=14 2 9 4 8 13 -8 -9 -10 10 -12 -13 -14 -15 -16 18 17 -19 19 -21 -22 -23 -24 leaf_value=-0.0073565772876035542 -0.024587640298215092 -0.019250579235493118 -0.00615549912415849 0.047607541704829018 0.0089963850065954785 -0.024798272479107038 0.013132793309665047 0.0046233237859983709 -0.0062371066149780668 -0.0090334049189670935 0.022667082830786667 0.0056273474706851796 0.0086984622750711782 0.0064149887979375866 -0.046417347563632402 -0.015097624372378904 0.025808121128566838 -0.034405348660862096 0.014044274329804089 -0.030229164643260427 0.01952050714432076 -0.048098766919363545 -0.037216539437186953 leaf_weight=157.16502799093723 8.4997514290735179 6.8517560223117462 111.15689660608768 29.135133430361748 305.35149975121021 41.425257040187716 40.528915479779243 799.6493186429143 77.976159393787384 302.27801537699997 12.733837423846124 221.32600463181734 5.5489604733884326 12.108908258378504 9.7960399724543077 5.5494131613522795 5.3084463551640493 5.2459027152508497 8.4286489337682742 21.681116315536201 13.431578498333691 12.488835661672054 26.790717540308833 leaf_count=2389 347 210 1438 248 2460 419 380 8558 659 6686 213 2990 184 100 389 88 107 220 127 604 314 339 892 internal_value=0.000444634 0.00130988 -0.00435673 0.00397357 0.00935815 0.00154757 0.0280914 0.00264468 0.00587643 -0.00287219 -0.00766847 0.00166642 -0.0280771 -0.0176583 -0.0198618 -0.0160453 -0.0288682 -0.00407494 -0.00729439 -0.0176219 0.00890002 -0.0403561 -0.0343632 internal_weight=2240.46 2150.03 686.686 1463.34 452.992 1010.35 69.664 956.814 383.328 647.495 315.012 332.483 39.1914 53.5342 90.4297 80.6337 31.5429 10.5543 49.0908 30.1098 18.981 20.9886 33.6425 internal_count=30361 27826 12613 15213 3747 11466 628 10947 3119 11327 6899 4428 1286 519 2535 2146 1013 327 1133 731 402 686 1102 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=28 num_cat=0 split_feature=2 8 11 5 4 5 10 0 0 11 11 11 5 10 5 10 2 0 10 5 11 11 7 8 8 8 10 split_gain=16.9171 14.1887 9.27791 8.67184 8.24872 10.3655 7.78619 6.24565 7.30829 4.40445 4.39667 6.52171 7.29425 5.06338 8.23186 4.30003 4.15845 3.93224 3.89481 3.49393 2.90601 7.77105 3.1135 2.39296 1.92239 0.916961 0.67958 threshold=1.0000000180025095e-35 116.05000000000003 3175.3150000000005 127.92500000000003 1.0000000180025095e-35 33.045000000000009 159.61500000000004 5.5000000000000009 1.0000000180025095e-35 23828.375000000004 5383.7900000000009 3558.8500000000008 161.71500000000003 164.72000000000003 126.59000000000002 37.885000000000012 5.5000000000000009 2.5000000000000004 70.435000000000016 77.445000000000007 3717.1150000000002 9512.3150000000005 0.18345000000000003 14012.000000000002 1013.1350000000001 7461.9450000000006 81.325000000000003 decision_type=10 8 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=4 2 3 16 10 20 -5 8 -7 17 11 12 -1 14 -12 25 -2 -4 -13 -15 22 -22 -6 24 -17 -3 -11 right_child=1 15 9 6 5 7 -8 -9 -10 26 13 18 -14 19 -16 23 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=0.0053248522522214708 -0.011495822256581028 -0.043006921127736727 0.01093197269075611 0.027460041808689342 -0.01559796260538727 0.003391985561541383 -0.028420857091473042 0.049808665219570759 -0.015402610806615142 -0.0041290306627448604 0.011460892204074036 0.0064996567811788121 0.042202724506205817 0.032470215499161389 0.039936477469044357 -0.0093470641643986895 0.0014881267352793983 -0.0051011423455292601 -0.014881900736947116 -0.0031591406097488759 0.024638350607390249 -0.042131126319807796 -0.042129868383446602 0.0094202369856749013 -0.025790900503707689 -0.015856067376612909 -0.029127082695837244 leaf_weight=559.43421932309866 329.6953236348927 23.267535512335602 164.66929284855723 29.190600980073214 53.937990125268698 393.63606789149344 6.9045636709779492 5.6367968097329131 58.49403178319335 5.0416779182851306 161.37571619823575 30.678784869611263 12.815364778041838 6.6737150698900214 29.809646748006344 36.285713402554393 74.728739874437451 48.588077506050467 63.6579356379807 65.236120194196701 11.365993076935412 5.7242135573178521 14.397412359714506 7.7782230600714675 40.616318427026272 6.1565234316512933 8.5458348914980871 leaf_count=5932 5996 975 2250 317 1385 4487 87 74 1176 67 1242 314 102 53 194 936 937 729 585 545 142 56 187 177 1218 244 99 internal_value=0.000385819 -0.00555381 -0.0027446 -0.00697487 0.00354225 -0.00134406 0.0161579 0.00164093 0.000920787 0.00544295 0.00640097 0.0042181 0.00623162 0.0118757 0.0161115 -0.0217741 -0.00908659 0.00724893 -0.00788082 0.00047892 -0.0172314 0.000905406 -0.021787 -0.0156295 -0.0183158 -0.0381983 -0.0211132 internal_weight=2254.34 781.468 667.364 440.519 1472.87 543.193 36.0952 457.767 452.13 226.845 929.682 666.586 572.25 263.095 191.185 114.104 404.424 213.257 94.3367 71.9098 85.4256 17.0902 68.3354 84.6803 76.902 29.4241 13.5875 internal_count=30506 14032 10482 7337 16474 7507 404 5737 5663 3145 8967 6933 6034 2034 1436 3550 6933 2979 899 598 1770 198 1572 2331 2154 1219 166 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=18 num_cat=0 split_feature=6 8 3 9 10 7 7 10 1 2 10 9 7 6 9 11 5 split_gain=13.3066 11.0568 8.88215 8.23298 7.31377 6.90893 6.60173 6.33483 5.61753 5.33396 5.31666 4.28773 2.88185 3.06161 5.85345 1.74962 1.34536 threshold=1.5000000000000002 18824.240000000002 19.500000000000004 94.500000000000014 159.61500000000004 0.098550000000000013 0.14615000000000003 63.745000000000012 1.0000000180025095e-35 1.0000000180025095e-35 91.215000000000018 12050.000000000002 0.71800000000000008 3.5000000000000004 13950.000000000002 3086.6000000000008 192.80500000000004 decision_type=10 10 10 10 8 10 8 8 10 10 10 10 10 10 10 10 10 left_child=1 2 4 8 5 -1 -6 -3 -4 12 -5 -11 13 15 -15 -2 -9 right_child=9 7 3 10 6 -7 -8 16 -10 11 -12 -13 -14 14 -16 -17 -18 leaf_value=-0.007778233301563982 -0.0309626560318941 0.063852355086063212 0.00073828076994213176 -0.021750993517192885 0.035194010614544385 0.008008389069321142 -0.0053274142017891522 -0.0083532221368364835 -0.0067846590324701465 -0.043863060929086865 0.021151796768830167 0.0042958895355631552 0.013291213908580521 -0.019198737657085164 0.041705582135405241 -0.004092463727951981 0.024071948351953379 leaf_weight=77.034827388823032 22.607803645543758 9.5265707280486804 737.32365842722356 77.391059562563896 9.4638753645122033 611.14800370112062 245.2111554928124 5.4744882658123988 372.18307322263718 25.995846289210025 7.0460060350596896 5.1504704961553207 9.9628199785947782 9.6802841164171678 5.2411018684506407 9.2157660387456399 5.2576701752841473 leaf_count=1230 612 157 8548 2226 114 5874 2399 69 7076 1108 145 167 135 253 94 160 65 internal_value=-0.000501177 0.000277525 -7.70803e-05 -0.00294301 0.00354602 0.00622527 -0.0036703 0.0361592 -0.00178462 -0.0194647 -0.0179067 -0.0358579 -0.00990885 -0.0151331 0.00315556 -0.0236954 0.00780346 internal_weight=2244.91 2157.06 2136.8 1193.94 942.858 688.183 254.675 20.2587 1109.51 87.8541 84.4371 31.1463 56.7078 46.745 14.9214 31.8236 10.7322 internal_count=30432 27903 27612 17995 9617 7104 2513 291 15624 2529 2371 1275 1254 1119 347 772 134 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=25 num_cat=0 split_feature=11 2 1 5 11 4 3 7 11 11 8 10 3 11 8 1 5 9 3 3 10 10 10 9 split_gain=12.3964 9.01642 12.1645 8.6024 7.02432 6.00325 8.55328 6.00284 5.09566 8.82528 5.45717 5.0595 4.79696 4.64548 4.63914 3.97274 3.36033 7.34967 2.74655 1.20851 2.25771 0.852508 0.525027 0.404659 threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 31.935000000000006 7552.1800000000012 1.5000000000000002 1835.2300000000002 0.43975000000000003 1295.9400000000003 1386.5650000000003 1325.0150000000001 238.46000000000001 1056.4550000000002 1313.4200000000003 5797.3550000000005 1.0000000180025095e-35 33.335000000000008 879.50000000000011 789.47500000000014 3000.0500000000006 15.625000000000002 54.605000000000011 57.305000000000007 5912.0000000000009 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 8 8 left_child=3 8 5 19 11 6 -3 -7 10 13 12 -4 -2 -10 -11 16 -5 -18 22 20 -1 -12 -17 -21 right_child=1 2 4 15 -6 7 -8 -9 9 14 21 -13 -14 -15 -16 18 17 -19 -20 23 -22 -23 -24 -25 leaf_value=0.0055051810805977694 0.0039622420599627261 0.001386593482929142 0.014208112548155178 0.024844286019300103 0.052777848179895642 -0.025457722965829706 -0.013449489154902275 -0.0051644759225786263 0.070255229066629815 0.0041984613273561176 -0.014174524841152669 -0.025210221571467701 -0.0080572246478594241 0.02080531471522451 0.024170725325324268 -0.035649367784670052 0.0035765802150379751 -0.025568892574544096 0.0040963765047385683 -0.041094840972413837 -0.033481629464049367 -0.041222494666368487 -0.017280367795291164 -0.017191934108361239 leaf_weight=5.9104739846661669 277.42520779184997 349.6352842701599 61.251544192433357 9.843293894082306 9.8553580995649082 65.345087080262601 133.20765283610672 84.036383211612701 5.2754113655537358 865.60009046085179 8.1886521838605386 8.3580804318189603 117.22307317331433 30.280156316235662 29.279403863474727 14.347084365785122 78.598033182322979 28.647319360636175 7.8741423133760682 23.370022919960324 7.3410959029570222 7.3183354567736378 11.91287715639919 5.0136512983590356 leaf_count=192 3013 5106 598 191 60 1768 2863 1701 52 8097 185 73 1699 296 335 402 1133 656 261 887 224 115 299 218 internal_value=0.000276003 0.00141915 -0.00312271 -0.0118074 0.0151803 -0.00545146 -0.00271542 -0.014185 0.00383457 0.00588011 -0.000796558 0.00911431 0.0003681 0.0300002 0.00488376 -0.00612831 -0.00164255 -0.00432684 -0.0208886 -0.0316897 -0.0165757 -0.0289664 -0.0284393 -0.0377716 internal_weight=2245.14 2052.28 711.689 192.858 79.465 632.224 482.843 149.381 1340.59 930.435 410.155 69.6096 394.648 35.5556 894.879 151.223 117.089 107.245 34.1341 41.6352 13.2516 15.507 26.26 28.3837 internal_count=30424 25961 12169 4463 731 11438 7969 3469 13792 8780 5012 671 4712 348 8432 2942 1980 1789 962 1521 416 300 701 1105 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=18 num_cat=0 split_feature=11 8 0 9 3 8 0 0 10 3 7 0 1 9 7 11 2 split_gain=11.1444 9.13851 8.06994 5.55001 11.6197 11.3034 4.87796 7.73202 4.60447 7.27522 6.54109 4.51247 4.68997 4.22196 4.05986 3.28638 1.40959 threshold=1.0000000180025095e-35 18824.240000000002 1.5000000000000002 274.50000000000006 12763.340000000002 2231.5450000000005 6.5000000000000009 1.0000000180025095e-35 92.285000000000011 1056.4550000000002 0.14615000000000003 18.500000000000004 19.500000000000004 9950.0000000000018 0.75565000000000015 5834.6050000000005 1.5000000000000002 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 10 left_child=1 6 3 8 5 -5 7 14 9 -2 -10 12 15 -3 -1 -4 -9 right_child=2 13 11 4 -6 -7 -8 16 10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.014228120926474231 0.010068758749901383 0.045032462855225268 -0.010635856750059692 -0.014635698950829468 -0.046225892579235539 0.01762718619609421 0.026737482865473845 -0.038865241782742851 0.031106566844644568 0.001502275330871731 -0.0013647695500630897 0.026067795314451442 0.031780272434666412 -0.0012561158375116719 0.0079359620433777974 0.0019458550695776917 -0.019380646977316375 leaf_weight=91.579114131629467 428.24051863700151 8.4589527957141417 255.96322840452194 67.173683706671 16.000545639544725 44.07477259170264 5.7596205966547123 33.941982951015234 14.943034280091522 591.40366783179343 563.30729220993817 9.4971529468893987 6.5287386626005164 9.7476262301206571 25.574757553637028 63.885164745151997 19.277990972623229 leaf_count=1935 4617 111 5051 1358 446 806 110 1187 157 7281 5202 80 52 209 284 1018 724 internal_value=-0.000174824 -0.0115909 0.000904308 0.00228751 -0.00771229 -0.00176598 -0.0151108 -0.0167024 0.0030913 0.00511135 -0.000464767 -0.00617104 -0.00720118 0.0212146 -0.00932116 -0.00810902 -0.0323871 internal_weight=2255.36 194.34 2061.02 1725.14 127.249 111.248 176.133 170.374 1597.89 1019.64 578.25 335.874 326.377 18.2066 117.154 319.848 53.22 internal_count=30628 4560 26068 19867 2610 2164 4240 4130 17257 11898 5359 6201 6121 320 2219 6069 1911 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=24 num_cat=0 split_feature=7 0 5 10 11 1 5 10 11 4 10 0 5 5 8 5 5 5 5 0 10 9 8 split_gain=10.0857 7.12693 7.23521 7.40994 6.71821 6.63273 6.33002 5.53143 4.90615 4.42495 4.02901 3.60329 4.10345 6.41106 4.89052 3.5118 3.14404 2.70443 2.05082 1.72718 1.55469 2.90268 0.200842 threshold=0.015050000000000003 1.5000000000000002 99.265000000000015 147.06000000000003 50723.840000000004 4.5000000000000009 26.500000000000004 88.155000000000015 683.00500000000011 1.0000000180025095e-35 175.29000000000002 1.0000000180025095e-35 39.335000000000008 64.055000000000021 7001.0500000000011 116.45500000000001 109.43500000000002 11.305000000000001 91.565000000000012 3.5000000000000004 8.3750000000000018 999.50000000000011 18.225000000000005 decision_type=10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 8 10 10 left_child=6 4 3 17 5 8 20 16 -2 -7 -5 12 14 -14 -8 -9 -4 -3 19 -13 21 22 -1 right_child=1 2 7 10 -6 9 11 15 -10 -11 -12 18 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.021677229292191069 -0.0053085955201003345 -0.02486871098926428 0.061449652546034843 0.042481584291086706 0.038592672599222604 0.0091168857372546149 0 -0.017161231824432337 0.0016486302321959943 0.039670188266442072 0.0014467122691995851 -0.036450353430513088 -0.028963083986614957 0.0068171898130583988 0.055165474146200315 0.0067634909054662658 0.013174948293277967 -0.011087947759487257 0.0049543914923600076 -0.0019649406347127829 -0.043007649686352296 0.0089227819526284998 -0.042255522225470549 leaf_weight=10.565214833244683 310.23289191629738 46.357517047785223 5.0257190968841297 6.6285766568034878 11.048149436712263 88.339492931962013 10.471430802717803 20.443648967891932 1360.6953308591619 13.109643424861131 29.401940181851387 16.091180823743347 19.926822975277901 30.073757754638791 5.4175549708306781 52.868001934140921 10.227093022316692 176.36951912753284 5.0189829170703915 5.158841216005384 16.656516564078629 5.600554038770496 5.0675167897716156 leaf_count=256 4639 778 75 79 80 775 226 317 15069 142 354 641 383 452 98 637 121 4131 122 181 629 295 195 internal_value=-0.00073647 8.91881e-05 -0.00645034 -0.0106689 0.00136846 0.00111198 -0.0141999 0.00580064 0.000351524 0.0134626 0.0100743 -0.00690557 -0.000494128 -0.00763265 0.0207957 0 0.032191 -0.0140769 -0.0221959 -0.0287677 -0.0311793 -0.0201586 -0.030788 internal_weight=2260.8 2130.75 347.322 258.758 1783.43 1772.38 130.048 88.5645 1670.93 101.449 36.0305 92.1586 65.8896 50.0006 15.889 73.3117 15.2528 222.727 26.269 21.25 37.8898 21.2333 15.6327 internal_count=30675 27197 6492 5342 20705 20625 3478 1150 19708 917 433 2103 1159 835 324 954 196 4909 944 822 1375 746 451 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=26 num_cat=0 split_feature=0 3 7 5 4 0 8 6 8 5 7 7 9 5 5 10 7 6 3 9 4 4 7 11 7 split_gain=10.8486 7.66624 8.86977 11.0729 6.05551 7.30873 5.7086 4.80539 5.02586 9.16015 4.4577 7.07052 5.81373 4.41051 9.29057 4.86346 4.04248 4.77255 3.98004 3.51835 3.40168 3.09271 2.99942 4.57683 1.21711 threshold=1.0000000180025095e-35 5156.0300000000016 0.44715000000000005 57.255000000000003 1.0000000180025095e-35 14.500000000000002 20906.120000000006 1.5000000000000002 8345.2850000000017 68.515000000000015 0.015050000000000003 0.034350000000000006 999.50000000000011 161.71500000000003 247.63000000000002 69.705000000000013 0.92470000000000008 3.5000000000000004 962.71000000000015 4507.5000000000009 1.0000000180025095e-35 2.5000000000000004 0.30065000000000003 3976.0000000000005 0.67785000000000006 decision_type=10 10 10 8 10 10 10 10 10 10 10 10 8 10 8 10 8 10 8 8 10 10 10 10 10 left_child=7 4 22 -4 13 6 -6 8 10 19 12 -12 -1 15 -15 -2 17 24 -19 -10 -5 -11 23 -3 -9 right_child=1 2 3 20 5 -7 -8 16 9 21 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.023886646534734129 0.0082727152650793941 -0.025400307618144269 0.06483766946354895 -0.027389296298434604 -0.011653654577182112 0.04447624431188902 0.037681443121307168 -0.031492736545464965 0.074102253289923758 -0.013353880467005284 0.035766100057143466 0.0027797629857473048 0.010657950299773778 0.044504486403979915 -0.0072710224410849891 -0.0046132967722575082 0.026201362549350411 0.028292136800210067 -0.022258319087977114 0.021261599074789125 0.010900372832229527 0.024086152804624148 -0.039449177354568078 0.0017333498824611449 -0.002996034933233947 leaf_weight=33.214584369212389 110.13200935907662 54.183611395768821 5.74402423389256 10.539326358586555 215.66382177732885 5.2482318412512532 5.0280870068818322 27.291760078631341 7.1395982187241289 14.189931467175485 15.477451954036949 1382.4029228463769 17.950330195948482 16.26689038425684 16.630462117493153 213.55157749354839 5.0982808433473101 8.0907370150089228 5.7850846275687227 7.559377985075117 10.623786453157662 7.658285789191722 22.008008239790797 20.997884294949472 5.0341658964753142 leaf_count=644 1993 1876 106 160 5199 50 111 633 101 153 215 13520 457 177 189 3033 58 132 155 130 194 80 503 520 78 internal_value=0.000226767 -0.00489435 -0.0161338 0.00888362 -0.00246785 -0.00885643 -0.0103422 0.00258621 0.00311142 0.021196 0.00263755 0.00317387 -0.0116994 0.0015796 0.0187408 -0.000201509 -0.0122965 -0.0171157 0.00680109 0.0503312 -0.00831789 3.06486e-05 -0.0231308 -0.0178331 -0.027428 internal_weight=2243.51 706.618 124.097 26.9071 582.521 225.94 220.692 1536.89 1485.59 36.5472 1449.05 1397.88 51.1649 356.581 32.8974 323.684 51.3 46.2017 13.8758 14.699 21.1631 21.8482 97.1895 75.1815 32.3259 internal_count=30467 14111 3359 460 10752 5360 5310 16356 15300 464 14836 13735 1101 5392 366 5026 1056 998 287 231 354 233 2899 2396 711 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=19 num_cat=0 split_feature=6 0 11 4 9 7 5 11 11 9 3 10 2 10 11 10 5 3 split_gain=12.9392 10.344 8.81621 15.2748 6.20228 5.03651 6.97527 4.89814 4.64779 4.63789 3.91392 3.2341 2.9531 2.18159 2.60897 2.32836 0.762103 0.393073 threshold=1.5000000000000002 1.0000000180025095e-35 37.640000000000008 3.5000000000000004 29050.000000000004 1.1171000000000002 129.72500000000002 270.15000000000003 13242.155000000001 12959.000000000002 247.38500000000002 53.115000000000002 1.0000000180025095e-35 56.305000000000007 3558.8500000000008 36.07500000000001 67.105000000000004 0.83500000000000008 decision_type=10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 4 3 16 9 7 -7 -4 12 10 -1 -5 13 15 -15 -2 -3 -14 right_child=8 2 5 11 -6 6 -8 -9 -10 -11 -12 -13 17 14 -16 -17 -18 -19 leaf_value=0.0059008213479822521 -0.010747928541717055 -0.043872157522602817 0.011896435005429237 0 0.052105224614188372 0.042101168344971608 0.0014576761831338141 -0.0053678513047395668 0.012729325150503255 -0.035197819821596421 0.00074449999027970852 0.05184541912274751 -0.020985713674330983 0.0067591084883310672 -0.026105732351303021 -0.043257091971782687 -0.024842683135108987 -0.042652393665863417 leaf_weight=701.10724405944347 13.68234216514975 25.889751382172108 43.500095693394542 5.7871198505163175 5.4725438319146624 13.079399824142454 43.63195738196373 520.84402655251324 9.288517924025653 6.8949932213872662 779.441002830863 5.1583950165659189 7.3477272922173169 16.489421926438812 8.1699420958757383 10.220110713504253 15.206883063539861 17.357893299311399 leaf_count=6134 480 1019 867 196 63 140 509 9516 139 95 9032 111 262 329 129 242 341 914 internal_value=0.000137185 0.000883779 -0.00425495 -0.0238354 0.00320528 -0.00257046 0.0114851 -0.00400957 -0.0191674 0.00298712 0.00319196 0.0266252 -0.0233955 -0.0155226 -0.00452759 -0.0260277 -0.0377069 -0.0374701 internal_weight=2248.57 2166.01 673.098 52.0421 1492.92 621.055 56.7114 564.344 82.556 1487.44 1480.55 10.9455 73.2674 48.5618 24.6594 23.9025 41.0966 24.7056 internal_count=30518 28023 12699 1667 15324 11032 649 10383 2495 15261 15166 307 2356 1180 458 722 1360 1176 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=22 num_cat=0 split_feature=6 1 1 5 4 2 3 5 3 2 3 4 5 2 5 2 6 7 9 3 10 split_gain=10.865 8.46856 12.4391 7.56865 9.51061 9.24367 7.58397 6.08332 5.87761 5.60377 4.96424 4.84473 9.84672 5.19828 3.59562 3.08977 3.00315 2.57058 1.81955 1.0969 1.94468 threshold=1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 27.305000000000003 1.0000000180025095e-35 5.5000000000000009 5863.6950000000006 58.795000000000009 24890.775000000005 11.500000000000002 1000.1100000000001 1.0000000180025095e-35 88.905000000000015 3.5000000000000004 100.91500000000002 1.0000000180025095e-35 5.5000000000000009 0.6956500000000001 4202.5000000000009 3320.2250000000004 36.655000000000008 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 left_child=1 3 9 4 6 7 -1 -5 -6 10 -3 13 -13 -4 -7 16 17 18 -2 -17 -21 right_child=15 2 11 5 8 14 -8 -9 -10 -11 -12 12 -14 -15 -16 19 -18 -19 -20 20 -22 leaf_value=0.0059921705030651102 -0.034232156569499426 -0.0041036075963085767 0.016764539970776145 0.0096840848425147844 -0.029944560932008049 0.017006197877837161 -0.016366548408617329 0.0013878529105792597 0.0070822484250797737 0.032118447700670301 -0.013235742171030549 0.061305968923463641 -0.0039418403639542923 -0.0050118502834876804 0.072822352702781715 -0.040146245194438906 0.016354777414713507 0.0060338223586163401 -0.010409261906183425 -0.034536310708546902 0.0052126051517672831 leaf_weight=144.40674167312682 16.124295360408723 417.30606091022491 51.786518573760986 304.64714106917381 49.217828331515193 7.217978071421383 50.304234748706222 806.08784789126366 12.940110989846287 8.0791660510003549 233.73109361436218 11.345975808799265 10.40826076641679 55.76881704851985 5.4902810901403427 17.013345428742472 7.5495104398578396 9.6470614168792945 19.031678080558777 5.471787150949238 5.0767655977979302 leaf_count=1574 486 6400 427 3673 944 92 653 7936 281 96 5229 166 83 526 48 705 169 134 437 350 197 internal_value=-0.000618353 5.05007e-05 -0.00407823 0.00241367 -0.00530655 0.00418645 0.000136062 0.00367447 -0.022167 -0.00686515 -0.00740511 0.0100326 0.0310673 0.00548499 0.0450381 -0.018608 -0.010977 -0.0159482 -0.0221185 -0.0320358 -0.0161783 internal_weight=2248.65 2168.74 788.426 1380.31 256.869 1123.44 194.711 1110.73 62.1579 659.116 651.037 129.31 21.7542 107.555 12.7083 79.9144 52.3525 44.803 35.156 27.5619 10.5486 internal_count=30606 28128 12927 15201 3452 11749 2227 11609 1225 11725 11629 1202 249 953 140 2478 1226 1057 923 1252 547 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=22 num_cat=0 split_feature=1 1 2 4 4 8 7 11 8 4 6 0 1 0 3 7 7 7 9 7 11 split_gain=15.5145 11.7861 7.20105 10.4696 8.25655 7.16462 5.33471 8.04772 4.84918 7.44355 6.987 4.2515 4.75729 4.20845 3.62121 4.16312 5.12715 3.61358 3.22896 3.54707 1.80245 threshold=1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 600.0200000000001 0.018950000000000005 224.71500000000003 1999.9350000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 5.5000000000000009 2531.0800000000004 0.42825000000000008 0.19005000000000002 0.77575000000000005 12050.000000000002 0.48395000000000005 2000.0450000000003 decision_type=10 10 8 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 left_child=2 5 4 20 6 11 -1 -8 9 -6 -10 12 -2 -13 15 16 -3 -17 19 -7 -4 right_child=1 14 3 -5 8 18 7 -9 10 -11 -12 13 -14 -15 -16 17 -18 -19 -20 -21 -22 leaf_value=-0.03089205232045061 -0.00485211701586324 0.014022494389360091 0.019915248325302708 0.081963883675796503 -0.0092921609820740669 -0.031874806658311869 0.033588238901688411 0.0060307758588352568 0.012850511589038931 0.0048134477541472969 -0.012070660867334293 -0.014633733459767992 0.0095524238410513995 0.0044573082361763668 0.03887159873827304 0.024188628775894231 -0.022472932775959069 -0.00034362039404549675 0.010883217667393252 -0.0046846693164269279 -0.015206063506967613 leaf_weight=8.4108103867620212 352.85558185447007 16.713589195162058 8.1631935015320796 6.2161427019163957 255.65760757867247 49.337129573337734 26.528612695634365 831.43813243880868 108.50424832385033 145.84604774788022 36.778629530221224 166.87790701258928 67.269650708884001 33.923548861406744 9.3092948691919428 39.431649858132005 19.984097911044955 23.198263317346573 6.0731887072324744 16.848450328223407 5.0215335190296164 leaf_count=179 5457 194 88 80 3357 1922 329 7845 1741 1905 899 3504 819 544 109 325 183 155 191 461 45 internal_value=0.000798491 -0.00476409 0.00391657 0.0334489 0.00348423 -0.00716947 0.00651869 0.00692679 -0.00131784 -0.00415665 0.0064681 -0.00540389 -0.00251661 -0.0113776 0.0104639 0.00739064 -0.00578777 0.0151607 -0.0219922 -0.0252004 0.00605746 internal_weight=2234.39 801.822 1432.56 19.4009 1413.16 693.185 866.378 857.967 546.787 401.504 145.283 620.927 420.125 200.801 108.637 99.3276 36.6977 62.6299 72.2588 66.1856 13.1847 internal_count=30332 13864 16468 213 16255 12898 8353 8174 7902 5262 2640 10324 6276 4048 966 857 377 480 2574 2383 133 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=26 num_cat=0 split_feature=9 1 1 10 3 11 11 11 10 3 4 3 2 4 0 9 10 4 3 7 3 11 9 11 7 split_gain=11.4077 7.62632 10.2625 6.52731 7.73604 6.08094 6.07204 5.46841 5.26532 8.98181 5.62365 4.62234 4.52517 3.76335 3.3952 3.86042 3.64236 3.21549 2.44029 4.09846 7.33265 5.62213 1.53998 1.00037 0.553018 threshold=879.50000000000011 1.0000000180025095e-35 5.5000000000000009 75.295000000000016 83.325000000000003 1189.8350000000003 50723.840000000004 710.0150000000001 48.845000000000006 1056.4550000000002 2.5000000000000004 13109.355000000001 11.500000000000002 4.5000000000000009 1.0000000180025095e-35 5310.5000000000009 75.995000000000019 2.5000000000000004 13109.355000000001 0.41165000000000007 5156.0300000000016 11614.985000000002 1501.0000000000002 6542.8100000000004 0.15365000000000004 decision_type=10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 3 12 8 6 14 -5 -6 9 -1 -10 13 17 -4 15 24 -17 -3 19 20 -7 -21 -16 -20 -2 right_child=5 2 11 4 7 18 -8 -9 10 -11 -12 -13 -14 -15 22 16 -18 -19 23 21 -22 -23 -24 -25 -26 leaf_value=0.013587290258917332 -0.01966876488439764 -0.0051481876629829761 0.0043349941346411801 0.0028575914141795392 -0.026273991342901204 0.03156083509222344 0.045986813247505746 -0.0044035052960391353 0.0084008890777419378 -0.0045659499387414515 0.02736486297754678 0.04739959998756145 0.029658017369233382 0.040685396439794866 -0.01434764459152787 0.012902057616557168 -0.027547829040387564 -0.015948769243759969 -0.0027165414631738303 -0.017251538120044405 -0.029004909447206143 0.017448626403697751 -0.045408522937392948 -0.03146866559860708 -0.03721813394050854 leaf_weight=104.19237965904176 25.300195870921016 513.53996834438294 148.1105338986963 419.08555831946433 32.577390743419528 18.816172783263031 7.3508761748671523 204.22178384102881 304.27669125422835 192.07727640680969 44.668579161167145 6.1979534476995459 7.6965350657701483 6.5597837250679722 7.3253589598462012 17.133481768891219 7.0247205868363372 79.829333000816405 5.2600794956088057 40.271283021196723 5.7341968659311524 15.245898919180034 17.687177398242056 8.7840087329968792 9.1513675637543184 leaf_count=1148 723 8656 1448 3524 435 415 50 2066 3116 2810 501 87 85 75 383 379 119 1721 217 842 194 182 981 237 201 internal_value=-0.000179178 0.000864424 -0.00310644 0.00318115 -0.000295745 -0.0123007 0.0037186 -0.00753118 0.00675783 0.00182561 0.010914 0.00806301 -0.00611255 0.00616024 -0.0220417 -0.0148837 0.000313838 -0.00663405 -0.00345205 0 0.0166373 -0.00749373 -0.0374053 -0.0219286 -0.0253898 internal_weight=2248.12 2070.38 761.934 1308.45 663.236 177.734 426.436 236.799 645.215 296.27 348.945 160.868 601.066 154.67 83.6223 58.6098 24.1582 593.369 94.1116 80.0676 24.5504 55.5172 25.0125 14.0441 34.4516 internal_count=30595 25722 12072 13650 6075 4873 3574 2501 7575 3958 3617 1610 10462 1523 2786 1422 498 10377 2087 1633 609 1024 1364 454 924 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=19 num_cat=0 split_feature=9 8 1 8 2 4 4 1 10 9 11 5 8 8 9 9 8 11 split_gain=12.0822 10.5715 7.64947 7.69001 7.35551 6.32677 6.20977 5.70507 3.10022 2.48296 3.1262 4.70923 4.83219 4.03523 2.68243 4.93423 1.47798 0.827763 threshold=94.500000000000014 18824.240000000002 1.0000000180025095e-35 800.06500000000017 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 72.50500000000001 219.50000000000003 6542.8100000000004 84.185000000000016 6600.3300000000008 23182.170000000002 10516.500000000002 26050.000000000004 2231.5450000000005 13242.155000000001 decision_type=10 10 10 8 8 10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 4 7 5 -1 -6 -4 -3 -2 11 13 -13 -11 17 -16 -5 -12 right_child=9 8 3 16 6 -7 -8 -9 -10 10 14 12 -14 -15 15 -17 -18 -19 leaf_value=0.0042027745250187805 -0.034800809608481482 0.067284519517546854 -0.0063523545127495808 -0.047059058813526108 0.0088003788348393897 -0.0035097263127337758 0.06633618260862717 0.0031046077964993536 0.014172829136715174 -0.014923829442556019 -0.040639512208014872 0.013780513492382525 -0.019551579209105822 0.026515312701622384 0.016060561746064843 -0.039478386749139817 -0.017910874298245866 -0.017861343237401288 leaf_weight=873.25812795013189 10.582900405861436 6.2831987123936397 466.96481240540743 9.7657457198947686 12.632785450667145 380.61103812977672 7.0842285305261603 240.3672106564045 5.9545760005712509 117.12042012251914 15.14307546708733 39.156809630803764 13.868378737941383 5.2061849553138009 9.3898029774427396 5.480323949828743 12.129592180252073 10.11849896237254 leaf_count=8371 261 75 7777 265 128 4394 75 2917 54 3976 368 784 258 110 135 66 301 166 internal_value=-0.000922147 0.000307386 1.05268e-05 -0.00406739 0.00235073 0.00185673 0.0319182 -0.00313176 0.0448423 -0.0118567 -0.0105513 -0.00754497 0.00476965 -0.0129189 -0.0230626 -0.00529086 -0.0326175 -0.0327337 internal_weight=2241.12 2015.05 2002.81 729.227 1273.59 1253.87 19.717 707.332 12.2378 226.066 215.483 175.352 53.0252 122.327 40.1317 14.8701 21.8953 25.2616 internal_count=30481 24357 24228 11260 12968 12765 203 10694 129 6124 5863 5128 1042 4086 735 201 566 534 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=22 num_cat=0 split_feature=1 2 8 11 0 7 7 0 10 7 10 10 10 5 7 5 10 1 7 10 7 split_gain=9.93331 8.67703 8.60475 7.3464 7.63102 6.35069 6.01444 5.41574 5.13666 7.63575 4.99063 4.1585 10.6172 6.76243 3.45152 3.24413 3.84194 2.99881 2.60456 2.23986 2.17681 threshold=1.0000000180025095e-35 5.5000000000000009 591.72500000000014 750.32500000000016 1.0000000180025095e-35 1.0666000000000002 0.51265000000000016 1.5000000000000002 70.435000000000016 1.0344500000000003 228.57000000000002 66.890000000000015 65.02500000000002 260.69000000000005 1.1013500000000003 45.925000000000004 47.345000000000006 16.500000000000004 0.6956500000000001 66.890000000000015 0.48395000000000005 decision_type=8 10 8 10 10 10 10 8 10 10 10 8 8 10 10 10 10 10 10 10 10 left_child=1 3 8 11 6 -6 -5 18 17 10 -10 12 -1 -13 -11 -4 -17 19 -3 -2 -18 right_child=2 7 15 4 5 -7 -8 -9 9 14 -12 13 -14 -15 -16 16 20 -19 -20 -21 -22 leaf_value=-0.0024150150929455241 -0.0079897711934036018 -0.0069872478641594786 -0.037559113522219106 0.0099385728877194723 -0.012985994145513109 0.016981862859835644 0.001787285654157968 0.067746534103414011 0.0053060752341525302 -0.033052739624375584 -0.015383043991337317 -0.015302144839848115 0.06046534837633491 0.023290736966408529 -0.0078519035459654364 0.014932325005889507 -0.029759879080684778 0.016153814360513014 0.034898362780673195 -0.02428833164180725 -0.006287426600996242 leaf_weight=211.29720524325967 255.04771570581943 7.0696063619107026 21.10738929361105 392.86738701909781 103.22264218144119 20.263346370309591 537.59543083794415 6.7285281699150792 323.10705469921231 16.507364135235548 30.964920826256275 118.99457131512463 5.9311473313719025 11.552742738276718 70.234695006161928 8.6780035877600294 23.873666347004473 10.925231344997881 5.9375015161931515 22.788450919091702 18.531898536719382 leaf_count=4044 5039 71 1094 3764 1844 221 4517 95 4550 181 355 1549 84 130 755 306 757 91 49 408 501 internal_value=-0.000421764 0.00208557 -0.00487034 0.00160569 0.00368716 -0.00793136 0.00524133 0.034207 -0.00321785 0.00016981 0.00344442 -0.00468043 -0.000406028 -0.0116978 -0.0130268 -0.0212302 -0.0137957 -0.00838934 0.0129022 -0.00942684 -0.0199984 internal_weight=2223.23 1421.46 801.766 1401.72 1053.95 123.486 930.463 19.7356 729.575 440.814 354.072 347.776 217.228 130.547 86.7421 72.191 51.0836 288.761 13.0071 277.836 42.4056 internal_count=30405 16368 14037 16153 10346 2065 8281 215 11379 5841 4905 5807 4128 1679 936 2658 1564 5538 120 5447 1258 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=18 num_cat=0 split_feature=6 8 7 11 3 10 11 3 3 1 10 10 10 8 6 9 9 split_gain=6.30263 10.5498 6.60176 4.85684 7.35092 6.99492 3.76134 3.80041 3.15052 4.97044 2.93425 2.79167 2.58476 2.57328 2.38113 0.778759 0.622387 threshold=1.5000000000000002 31887.250000000004 0.018950000000000005 5000.1550000000016 3212.1400000000003 94.495000000000019 710.0150000000001 13109.355000000001 495.87000000000006 1.0000000180025095e-35 76.335000000000022 56.665000000000006 96.180000000000021 9186.1450000000023 3.5000000000000004 2000.5000000000002 7903.5000000000009 decision_type=10 10 10 10 10 8 10 10 10 10 10 8 8 10 10 10 10 left_child=1 2 8 4 -4 -5 14 10 9 -1 11 -8 -12 -10 15 -2 -16 right_child=6 -3 3 5 -6 -7 7 -9 13 -11 12 -13 -14 -15 16 -17 -18 leaf_value=0.0047099638892865846 -0.019818623128160257 0.049174666284140078 0.00045983368608052614 0.0094820400422954074 -0.0087338030979349415 -0.0017528855815363991 -0.0051573910675043275 -0.034686573873301679 -0.027517109853236896 -0.028743564646194677 -0.029176394888765656 0.030180720733346378 0.0062808267374946493 0.0028911456673871676 -0.018419294868770059 -0.047275723598510039 0.0038806497063946749 leaf_weight=39.964609542861581 7.1235119672492209 9.8324558939784747 1229.0218060165644 299.73018942493945 262.92913382966071 255.21869323216379 9.6556807346642035 8.0724177882075292 38.196536147035658 14.190521987155078 9.9044677391648275 10.934639899060128 8.8148028291761893 7.8887174492701879 5.2104380158707482 11.720736614428459 5.1515836268663406 leaf_count=695 324 114 15331 3282 4374 2213 317 310 1313 444 259 279 144 195 229 489 154 internal_value=-0.000548128 -4.21545e-05 -0.000292649 0.000321263 -0.00116179 0.00431229 -0.0145493 -0.00549705 -0.0127574 -0.00432757 0.00108492 0.0139063 -0.0127544 -0.0222549 -0.0284013 -0.0386701 -0.00752681 internal_weight=2233.56 2156.97 2147.14 2046.9 1491.95 554.949 76.5883 47.382 100.24 54.1551 39.3096 20.5903 18.7193 46.0853 29.2063 18.8442 10.362 internal_count=30466 27961 27847 25200 19705 5495 2505 1309 2647 1139 999 596 403 1508 1196 813 383 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=22 num_cat=0 split_feature=9 8 7 10 7 11 0 10 10 4 11 8 11 6 8 7 7 9 4 8 4 split_gain=7.23954 7.41966 10.1062 7.35832 6.95091 7.30267 4.89743 4.3208 2.95365 3.34297 2.26152 1.78673 3.11876 4.477 2.96861 2.21359 3.23578 2.54622 1.31375 1.24712 0.35916 threshold=801.00000000000011 18824.240000000002 0.015050000000000003 72.50500000000001 0.034350000000000006 4858.3150000000014 1.0000000180025095e-35 4.4050000000000011 57.305000000000007 1.5000000000000002 12000.210000000001 1900.3450000000003 972.21500000000015 1.5000000000000002 2771.3400000000006 0.6956500000000001 0.087950000000000014 5625.0000000000009 7.5000000000000009 1100.0900000000004 1.0000000180025095e-35 decision_type=10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 8 -3 7 -6 11 -4 20 -10 18 15 14 -14 -13 16 -2 -17 19 -8 -1 right_child=6 3 4 -5 5 -7 10 -9 9 -11 -12 12 13 -15 -16 17 -18 -19 -20 -21 -22 leaf_value=-0.016127521292332865 0.0041222717547621628 0.068513806741296285 -0.0033161461221813573 -0.0024032354025826778 -0.0012233326722258429 0.0055848194514790447 -0.013526505319910821 0.039707386796734141 -0.022739666117281124 0.018473946377006587 0.0017986796645405049 0.016558211636792119 0.026102125442229077 -0.0073656516498710996 -0.016339785691543551 -0.015260844039014662 -0.031210451360841142 0.023153951522192233 -0.0056543055315033336 -0.037501321322453214 -0.030707767480758638 leaf_weight=11.547107378020881 8.7509537516161817 6.9809711277484876 8.0019362587481755 6.389342412352562 1413.5147168077528 544.62394934985787 9.7803284451365453 17.555010480806231 8.9721721373498458 8.6708749495446664 7.2047155853360882 7.6485877055674782 19.81414382904768 18.222552692517638 32.019021842628717 8.2000325303524715 19.862069044262171 7.0750655755400649 6.8424248564988366 25.168873827904463 29.191066640429199 leaf_count=286 279 80 152 56 18335 5194 492 308 162 163 162 199 262 284 757 119 408 64 392 1403 835 internal_value=-0.000159645 0.000661431 0.000406813 0.0364674 0.00101714 0.000669574 -0.0100282 0.0264307 -0.0199147 -0.0023121 -0.0232372 -0.00451872 4.93202e-06 0.0101624 -0.00962237 -0.012461 -0.0204612 0.00255417 -0.0276113 -0.0314941 -0.0271802 internal_weight=2226.04 2055.45 2042.08 13.3703 1983.7 1958.14 170.589 25.5569 58.3812 17.643 48.9963 121.592 77.7043 38.0367 39.6676 43.8881 28.613 15.2751 41.7916 34.9492 40.7382 internal_count=30392 25571 25435 136 23989 23529 4821 460 1446 325 2449 2372 1502 546 956 870 687 183 2287 1895 1121 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=20 num_cat=0 split_feature=6 10 10 5 8 9 7 5 5 8 7 6 4 4 7 4 4 9 4 split_gain=6.1604 5.44316 4.954 8.12429 7.91761 4.02395 4.20714 3.87777 3.96181 3.48842 3.32328 3.19992 6.91963 2.09624 1.88146 1.80494 1.51055 2.3956 2.64438 threshold=1.5000000000000002 6.8550000000000013 248.56500000000003 231.98000000000005 30013.500000000004 4507.5000000000009 0.69045000000000012 5.6450000000000005 2.6050000000000004 256.33500000000009 0.64365000000000017 3.5000000000000004 9.5000000000000018 2.5000000000000004 0.69315000000000015 1.5000000000000002 10.500000000000002 2000.5000000000002 4.5000000000000009 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 left_child=1 7 3 4 -3 16 11 8 14 15 -5 13 -13 -7 -1 -4 17 18 -2 right_child=5 2 9 10 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.012684400610263878 -0.001804722570869775 0.00076248038989420661 -0.0084442631479530652 -0.0059357321086514177 0.046084633719455141 0.0016967774194287294 0.029342917014385017 -0.044913232639739731 0.021082007542504468 -0.046049882697955812 0.031044085937610901 0.045836443183025238 -0.02483261355490864 -0.033972992515927967 0.014655431298985239 0.017080429393055065 -0.0016189244902182192 -0.047427358685408191 -0.039078472875334495 leaf_weight=91.363427291624248 12.103417836129671 1883.1750531159341 109.53184697404504 6.8892611265182486 8.6912807729095203 5.3722480731085005 7.2248202338814727 6.6810345929116002 9.73920865729451 5.0914278812706462 30.748580362647772 5.5248216679319713 6.3720536157488832 12.789980301633475 5.7670376636087886 6.3513725325465193 6.0718408999964586 11.837614505551754 7.3007532926276317 leaf_count=1230 440 24567 1069 71 104 155 99 218 254 62 279 155 195 409 54 59 224 508 274 internal_value=-0.000237047 0.000250694 0.000845116 0.00146441 0.000997569 -0.0142684 -0.0023594 -0.0103533 -0.00775006 -0.00892239 0.0241674 -0.0108396 0.0086073 -0.0236233 -0.0108774 -0.00686835 -0.0256653 -0.0299885 -0.0173018 internal_weight=2238.63 2164.03 2050.48 1929.5 1891.87 74.5976 37.2839 113.551 106.87 120.975 37.6378 30.0591 11.8969 18.1622 97.1305 115.883 37.3136 31.2418 19.4042 internal_count=30426 27967 26211 25021 24671 2459 1013 1756 1538 1190 350 914 350 564 1284 1128 1446 1222 714 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=19 num_cat=0 split_feature=6 2 0 5 10 0 11 5 11 5 2 4 4 8 9 0 10 2 split_gain=9.12849 7.49162 9.43318 6.63707 5.09059 4.67503 5.81736 4.32627 4.44123 3.22661 2.71549 3.54251 2.14567 2.09775 2.14076 1.50902 1.44301 0.742893 threshold=1.5000000000000002 1.0000000180025095e-35 11.500000000000002 77.115000000000023 151.29000000000005 1.0000000180025095e-35 37.640000000000008 73.040000000000006 5000.1550000000016 22.275000000000002 17.500000000000004 1.5000000000000002 2.5000000000000004 10247.740000000002 24150.000000000004 1.0000000180025095e-35 51.135000000000012 1.0000000180025095e-35 decision_type=10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 5 7 12 9 -7 8 -3 -1 11 -5 16 17 -15 -9 -2 -14 right_child=4 3 -4 10 -6 6 -8 15 -10 -11 -12 -13 13 14 -16 -17 -18 -19 leaf_value=-0.0023397095323882404 -0.019950584870965057 -0.0087251970843273442 0.055594693079018979 0.004605729359113772 0.026922913492828188 -0.033776570380835466 -0.002418682228817459 -0.047630308876642255 0.0050981579462313032 0.0044680691549310999 0.02933866060247315 -0.0079310292958264042 -0.022896851486979924 0.0096526023950266344 -0.028564918814851625 -0.017297040428972836 0.011310255239480489 -0.039755115493807412 leaf_weight=206.83154257386923 5.4614405361935479 338.01033700443804 7.3675707988440982 211.71112392563373 5.1099268868565551 15.551660707220433 146.27281247265637 6.9657265041023519 68.948131374083459 1051.8949425667524 7.9211204536259165 75.522773889824748 26.111688541248441 7.744936407543717 5.2599386041983962 14.615948690101503 7.5205003935843706 16.814832898788154 leaf_count=2460 221 7041 68 2772 84 483 2299 93 1144 9883 47 1320 743 233 113 322 205 908 internal_value=-6.72339e-05 0.000528076 0.00263001 -0.00361024 -0.017214 0.00231288 -0.00565188 -0.00757984 -0.00636419 0.00334449 0.00214252 0.001276 -0.0208965 -0.02509 -0.00638372 -0.0289846 -0.00196972 -0.030369 internal_weight=2225.64 2151.61 1427.92 723.695 74.0233 1420.55 161.824 428.54 406.958 1258.73 295.155 287.234 68.9133 55.9314 13.0049 21.5817 12.9819 42.9265 internal_count=30439 27932 15193 12739 2507 15125 2782 8600 8185 12343 4139 4092 2423 1997 346 415 426 1651 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=18 num_cat=0 split_feature=1 10 8 8 7 7 11 2 7 1 7 5 4 11 11 10 5 split_gain=7.31328 5.50664 5.53629 10.5116 3.94682 9.56969 3.93088 4.67872 4.27806 4.10212 4.07943 7.56776 3.5575 3.40395 2.95292 7.14461 2.77437 threshold=16.500000000000004 29.895000000000003 116.05000000000003 10003.750000000002 0.034350000000000006 0.018950000000000005 11233.26 1.5000000000000002 0.76975000000000016 3.5000000000000004 0.55145000000000011 124.47500000000001 1.0000000180025095e-35 4959.5850000000009 2632.8100000000004 105.77500000000002 33.045000000000009 decision_type=8 10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 left_child=1 2 4 16 5 -1 10 8 -8 -9 12 -12 -3 -6 15 -2 -4 right_child=14 6 3 -5 13 -7 7 9 -10 -11 11 -13 -14 -15 -16 -17 -18 leaf_value=-0.013353078274582295 -0.017943155029649407 0.0045965939007063892 -0.039171514315596123 0.02390002466898862 -0.0089866256593224871 0.040954247454567994 0.017817678374808719 -0.021687834238453954 0.0033014081097008834 0.017093785043027953 -0.0057672732093909584 0.0053869464392410117 -0.0018504826137790574 0.0096327545533409081 0.042353972820401417 0.038811624796822063 -0.011536925432401431 leaf_weight=15.839680115692319 10.162719093263151 550.17178895138204 31.332758169155568 9.9089300138875824 153.20915145706385 14.700031594373284 86.084402625449002 23.322670713998381 125.63339478895068 8.4872780703008157 578.19961708690971 204.9013685900718 347.68839649762958 28.096105270087719 11.917575675994156 10.023642309010027 14.971916968934236 leaf_count=434 86 6890 1467 251 2435 258 776 340 990 103 7214 1913 6392 332 65 72 417 internal_value=7.3506e-05 -0.000276294 -0.00697799 -0.0208004 -0.0032062 0.0130985 0.000657717 0.00658158 0.00928324 -0.0109824 -0.000200927 -0.0028392 0.00209518 -0.00603682 0.0234009 0.0105044 -0.0307748 internal_weight=2224.65 2192.55 268.059 56.2136 211.845 30.5397 1924.49 243.528 211.718 31.8099 1680.96 783.101 897.86 181.305 32.1039 20.1864 46.3047 internal_count=30435 30212 5594 2135 3459 692 24618 2209 1766 443 22409 9127 13282 2767 223 158 1884 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=28 num_cat=0 split_feature=7 3 8 4 5 11 2 11 7 11 4 5 11 7 7 9 8 5 7 7 4 6 5 11 8 11 5 split_gain=4.29112 7.02055 6.14013 5.86339 17.5983 5.57649 4.40693 4.36905 4.08837 8.47142 5.44417 7.19809 4.56402 3.57652 3.52852 4.43328 6.97672 3.37769 3.37677 3.11922 3.04361 2.56725 1.89565 1.69714 1.64302 0.323358 0.164253 threshold=0.27555000000000007 934.79500000000019 18824.240000000002 1.0000000180025095e-35 12.685 4016.5150000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.33045000000000008 4292.0750000000016 2.5000000000000004 34.355000000000011 5564.5150000000012 0.29180000000000006 2.8880000000000003 1103.5000000000002 14012.000000000002 126.59000000000002 0.26135000000000003 0.15365000000000004 1.0000000180025095e-35 3.5000000000000004 87.285000000000011 786.81000000000006 8702.385000000002 16045.760000000002 61.455000000000005 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 8 8 10 10 10 10 left_child=1 3 7 4 5 -1 -6 24 9 10 11 -2 -11 -14 15 17 -17 -10 -9 21 25 -5 -21 -22 -3 -16 -12 right_child=8 2 -4 19 6 -7 -8 18 14 12 26 -13 13 -15 20 16 -18 -19 -20 22 23 -23 -24 -25 -26 -27 -28 leaf_value=-0.005225047813852645 -0.018838548312060929 -0.029986199821839823 0.032050155060789703 -0.0035170497320614843 0.019851735634562689 0.042433311938675784 0.052579886481459018 -0.00642993738336911 -8.2872774961696081e-05 0.070009355779676957 -0.016467457458219464 0.017190626503206453 0.051463626638502513 0.0055003924881441464 -0.028107623442571335 -0.017841314700474533 0.03222530464605141 0.0061879745459601397 -0.027242215726686888 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0.0205223 7.87642e-05 0.00050216 -0.0120989 0.00110865 -0.00817053 -0.00619563 -0.0139211 -0.00143438 -0.0176934 0.00530694 -0.0258792 -0.0227349 -0.0290987 internal_weight=2223.68 621.978 311.361 310.617 166.96 119.775 47.1855 303.684 1601.7 104.357 78.8007 67.8185 25.5562 19.4587 1497.34 1454.67 65.5494 1389.12 263.653 143.657 42.6722 102.692 40.9651 13.359 40.0312 29.3132 10.9822 internal_count=30407 11562 6881 4681 1960 1380 580 6721 18845 1422 1108 900 314 238 17423 17016 1355 15661 5003 2721 407 2133 588 133 1718 274 208 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=26 num_cat=0 split_feature=3 11 4 1 0 3 0 7 5 3 5 7 11 1 8 11 7 11 4 4 1 5 7 9 3 split_gain=6.99225 10.7098 6.57884 7.63521 7.52831 11.5258 7.36607 6.61779 20.0148 12.3223 6.32045 15.9851 6.04339 5.62513 6.03873 5.31494 4.55047 4.43641 3.94863 4.76807 2.9679 3.5884 2.23074 2.02056 0.954425 threshold=1617.7250000000001 4292.0750000000016 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 1310.8450000000003 5.5000000000000009 0.48395000000000005 7.6850000000000014 630.72000000000014 125.45500000000001 0.84725000000000017 4495.1400000000003 1.0000000180025095e-35 8345.2850000000017 5287.2100000000009 0.022950000000000002 1148.3600000000004 13.500000000000002 8.5000000000000018 4.5000000000000009 29.715000000000003 0.27925000000000005 1.0000000180025095e-35 5369.9900000000007 decision_type=10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 8 left_child=2 13 7 4 5 -4 -6 8 15 -10 17 -12 24 14 16 -1 -2 -9 19 -14 22 -22 -15 -16 -3 right_child=1 12 3 -5 6 -7 -8 10 9 -11 11 -13 18 20 23 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.0026209816200854982 -0.028429766302164747 0.053544476882242675 -0.00079957594506807812 0.03955834618798168 -0.015241276521880951 0.042876830638624713 0.016964263274030247 -0.010865405090607745 0.039715283425045676 0.010443508272584362 0.052328521602677328 0.0043739837919405276 0.0021749902053498043 -0.026151184089240106 0.047979825128451975 0.031783832360215016 -0.004618424302677825 0.0010320936612213665 -0.0371971374185266 0.045946219825528697 0.027126866844394762 -0.018996145937120124 -0.010960627247472595 0.0043429286403412455 0.017205413573301416 leaf_weight=176.40134285017848 20.798117373138666 5.4267128454521272 343.72881852090359 9.7321688551455718 153.4077302981168 14.791424483992158 19.083652559667826 102.71802642196417 67.657057985663414 78.824872529134154 18.079328291118145 202.83670187368989 259.53591019753367 66.753954900428653 5.770236682146785 10.979640886187552 283.50834690034389 317.60019920021296 5.1611830573528996 5.3973551625385872 7.0702645322307927 7.7887678006663918 43.400094769895077 5.1720801582559952 5.1855378597974786 leaf_count=1998 864 79 4034 85 3816 205 321 1269 669 1140 134 1731 3116 2235 82 89 3778 3070 95 97 180 152 1039 188 80 internal_value=0.000312689 -0.0037351 0.0022424 -0.00217201 -0.00301914 0.00110272 -0.0115721 0.00469527 0.0103958 0.0241751 0.00170788 0.00853914 0.00387623 -0.00859713 -0.00498676 -0.00042046 -0.00635 -0.00188246 0.00232915 0.00325494 -0.01755 0.00296161 -0.0203636 0.0298635 0.0392292 internal_weight=2236.81 720.969 1515.84 540.744 531.012 358.52 172.491 975.097 333.863 146.482 641.234 220.916 280.707 440.262 315.249 187.381 304.306 420.318 270.094 264.933 125.013 14.859 110.154 10.9423 10.6123 internal_count=30546 11985 18561 8461 8376 4239 4137 10100 3896 1809 6204 1865 3467 8518 4912 2087 4642 4339 3308 3213 3606 332 3274 270 159 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=22 num_cat=0 split_feature=9 0 10 4 10 5 11 5 2 8 5 11 8 10 10 7 11 11 11 4 10 split_gain=5.59272 4.03647 4.54349 6.02593 5.66084 5.32325 4.48128 7.41349 3.79462 3.39757 7.84716 3.35195 2.65981 2.80299 5.06216 3.475 2.3991 3.75993 2.00527 1.82423 0.249755 threshold=879.50000000000011 1.5000000000000002 40.32500000000001 4.5000000000000009 77.245000000000019 59.235000000000007 4211.7100000000009 39.975000000000001 1.5000000000000002 25118.360000000004 70.135000000000005 1460.3800000000003 6698.7300000000005 106.65500000000002 112.14000000000001 0.20735000000000003 10578.565000000001 6376.6250000000009 14230.710000000001 5.5000000000000009 47.345000000000006 decision_type=10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 left_child=1 2 6 5 -5 -4 11 -8 9 16 -11 -1 13 15 -15 -3 17 -2 -18 20 -10 right_child=8 12 3 4 -6 -7 7 -9 19 10 -12 -13 -14 14 -16 -17 18 -19 -20 -21 -22 leaf_value=-0.0030333289627948587 -0.007243736837134346 0.002234674382830587 0.0068631385892749938 0.029535894157384879 0.0041782108717183363 0.00017100975091285017 0.018703521195967236 -0.036454043633144244 -0.021223736325021992 0.060362359806504867 -0.020513194707254247 -0.016820263052633774 0.028831451650218162 0.035580080259785853 -0.0013610311284228836 -0.011343571184945521 0.031493719154465936 -0.036797244264522321 -0.0020091675627160787 -0.0018591701156716678 -0.045419110540853208 leaf_weight=170.39158557821065 104.56403280375525 64.350368726998568 437.52242370322347 39.668688496574759 50.001348186284304 926.98220996186137 38.862458314746618 6.1923728492110959 5.913232981227341 5.0219082534313184 5.1035931631922722 59.414248884655535 5.0337431989610186 9.4176313076168281 82.266742087900639 166.62877006549388 5.353767489083114 11.285513032227753 13.880083991214631 5.1893508429639033 8.163009940646587 leaf_count=2940 3075 1641 4955 506 529 9277 414 59 390 84 81 786 101 132 1025 3208 95 265 172 294 360 internal_value=0.00036364 0.00107679 0.00204327 0.00315949 0.0156532 0.00232393 -0.00383416 0.0103871 -0.00847659 -0.00556226 0.0209692 -0.00667691 -0.00399814 -0.00461325 0.00272248 -0.00754582 -0.0077272 -0.0104558 0.00816489 -0.0288374 -0.0376686 internal_weight=2221.21 2056.73 1729.04 1454.17 89.67 1364.5 274.861 45.0548 164.474 145.209 10.1255 229.806 327.697 322.664 91.6844 230.979 135.083 115.85 19.2339 19.2656 14.0762 internal_count=30389 25573 19466 15267 1035 14232 4199 473 4816 3772 165 3726 6107 6006 1157 4849 3607 3340 267 1044 750 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=17 num_cat=0 split_feature=10 1 2 3 3 11 5 7 7 7 1 3 3 10 11 3 split_gain=7.87413 5.79728 5.66252 5.33567 6.33107 6.1415 4.47652 3.45014 2.9541 7.83564 2.90869 2.68274 5.86827 5.30588 2.55586 1.61161 threshold=25.645000000000003 17.500000000000004 1.0000000180025095e-35 38157.44000000001 27910.165000000005 12863.275000000003 29.715000000000003 0.69045000000000012 0.010850000000000002 0.026250000000000006 2.5000000000000004 5263.7150000000011 24890.775000000005 4.4050000000000011 92.875000000000014 33629.590000000004 decision_type=8 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 left_child=2 3 10 4 5 -2 -5 -3 -4 -10 11 13 -13 -1 -11 -6 right_child=1 7 8 6 15 -7 -8 -9 9 14 -12 12 -14 -15 -16 -17 leaf_value=-0.005160799010626254 0.00028404330661014899 0.041507106166513701 -0.042226514528970513 0.058680621527615211 -0.039507856795501492 0.009760438721420156 0.0022216926000397912 0.00042809130713251594 0.038030052596724526 0.0079103244918717376 -0.02883328236463021 -0.020779872816268505 0.0098264901375316668 0.021430143119521267 -0.022053320895862229 -0.0083544073122328831 leaf_weight=43.228530094958842 1746.7826569629833 13.314620193094017 10.620185253210364 6.3866139985620958 10.548055311664941 188.69805707409978 7.2150957211852074 8.3696061894297582 5.6074042222462586 7.2130237668752661 8.512446544133125 35.897167825140059 26.156490133143961 31.476921032182872 64.813624826259911 8.2678711665794236 leaf_count=445 23322 92 565 88 142 1644 82 47 167 210 120 842 521 662 1397 111 internal_value=0.000423512 0.0014464 -0.00823897 0.00115345 0.000925341 0.00121508 0.0312773 0.0265898 -0.0181598 -0.0143088 -0.0020948 -0.000196974 -0.00784832 0.00611225 -0.0189169 -0.0271835 internal_weight=2223.11 1989.58 233.526 1967.9 1954.3 1935.48 13.6017 21.6842 88.2542 77.6341 145.272 136.759 62.0537 74.7055 72.0266 18.8159 internal_count=30457 25528 4929 25389 25219 24966 170 139 2339 1774 2590 2470 1363 1107 1607 253 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=24 num_cat=0 split_feature=11 3 10 7 10 7 7 8 11 5 10 10 11 7 10 3 5 5 5 7 7 11 5 split_gain=10.1955 5.12609 5.46704 4.94677 7.64885 6.28525 5.13286 4.92089 6.38335 5.17291 3.93708 8.39784 3.70227 2.73329 5.1158 4.56249 2.65423 3.40711 2.30217 2.25423 2.13578 0.458197 0.226062 threshold=16045.760000000002 19.500000000000004 475.64000000000004 1.0845500000000003 475.64000000000004 0.43605000000000005 0.37695000000000006 26664.710000000003 1.0000000180025095e-35 6.370000000000001 12.475000000000003 46.025000000000013 827.59500000000014 0.61695000000000011 66.515000000000015 20420.335000000003 146.67500000000004 172.57500000000002 76.485000000000014 1.6060500000000004 1.2213500000000004 10000.210000000001 38.865000000000002 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 left_child=1 2 10 5 16 6 22 8 18 -10 12 -12 -1 15 -15 -7 20 -18 -3 -4 -5 -21 -2 right_child=3 7 19 4 -6 13 -8 -9 9 -11 11 -13 -14 14 -16 -17 17 -19 -20 21 -22 -23 -24 leaf_value=-0.017477714603788427 0.02561951271369943 -0.019794992516006797 -0.040030917845550379 -0.0075073603855706286 0.044303587243494515 0.057023069745349257 -0.031822371856186062 0.041620595626931399 0.022101779558509768 -0.002436212901719696 0.022606895521165613 0.0024898149934709135 0.0036377421555896881 -0.019525165390379864 0.026273822413335243 0.011791214133396377 -0.038058164325639104 -0.0033730783647391523 -0.0022021850231098861 -0.00046429712492047567 0.02644329136570981 -0.018080255845376005 0.0070986643270012639 leaf_weight=43.058031126856804 5.048721471801402 71.882003806065768 8.6545709557831305 7.4852808713912991 8.2723474986851198 15.516297217458488 8.4409667141735536 5.1834859456866971 20.90032428316772 1047.5570616698824 54.899054082110524 746.77518440503627 38.107411347329617 6.4369847550988188 35.366651345044374 9.8519383706152421 8.4643243439495546 30.677604150027037 26.2259915843606 9.7422846592962724 9.2607778459787351 5.6871306598186484 5.0491486564278603 leaf_count=566 64 2614 93 55 73 135 81 90 508 15736 842 7791 371 51 289 84 64 257 457 98 69 56 51 internal_value=0.000266205 -0.000642114 0.00217571 0.0128182 0.00216971 0.0206148 -0.00473558 -0.00282735 -0.00306461 -0.00193133 0.00283168 0.00390012 -0.00757948 0.0276514 0.0188134 0.0407599 -0.00464807 -0.0117594 -0.0152122 -0.020825 0.0114181 -0.00796697 0.0182833 internal_weight=2228.54 2078.67 906.924 149.871 64.1603 85.7107 18.5388 1171.75 1166.57 1068.46 882.84 801.674 81.1654 67.1719 41.8036 25.3682 55.888 39.1419 98.108 24.084 16.7461 15.4294 10.0979 internal_count=30495 29222 9817 1273 518 755 196 19405 19315 16244 9570 8633 937 559 340 219 445 321 3071 247 124 154 115 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=17 num_cat=0 split_feature=0 8 8 11 8 3 7 1 7 7 11 7 3 11 7 3 split_gain=6.02929 5.91412 6.93867 6.49758 9.16871 3.62899 3.48686 3.03273 2.85232 3.48554 4.06543 3.74105 3.52636 3.30516 4.36762 3.62331 threshold=1.0000000180025095e-35 22001.355000000003 3152.2000000000003 2919.4550000000004 5930.0100000000011 1100.0250000000003 0.65995000000000015 2.5000000000000004 6.2646000000000006 0.76975000000000016 750.32500000000016 0.62805000000000011 367.72500000000008 29305.125000000004 1.3237500000000002 261.34500000000008 decision_type=8 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 left_child=8 2 5 -4 -5 7 -7 -2 9 10 11 -1 -12 15 -15 -11 right_child=1 -3 3 4 -6 6 -8 -9 -10 13 12 -13 -14 14 -16 -17 leaf_value=-0.0028958935929089889 0.0026029692757041718 0.040452747115128057 -0.044087343644669194 -0.043516808953860314 0.035273831181581526 -0.011172258814551451 0.0084744734695136794 -0.0059921825205752665 0.029732330796848946 -0.0014155438983882824 0.0099571440175219936 0.01826902136888876 0.0027325622960565799 0.032375992736645071 -0.0052587520285505536 -0.014620677463476875 leaf_weight=318.85298074409366 273.47563719889149 6.4314850382506838 19.522606640122831 5.541050801984964 7.4717570999637246 177.29590774700046 24.820492087863386 162.72219350375235 8.1006628647446615 315.55940996855497 247.63503557816148 21.303794696927071 540.00285542849451 14.302750900387766 14.670419126749037 61.547777162864804 leaf_count=4969 4760 150 921 195 210 4900 480 2428 67 2577 2054 256 5587 81 107 611 internal_value=5.69841e-05 -0.00386968 -0.00436162 -0.026557 0.00065552 -0.00318271 -0.00870512 -0.00059836 0.00178632 0.0016162 0.0030477 -0.00150603 0.00502007 -0.00234489 0.0136133 -0.00361695 internal_weight=2219.26 677.281 670.85 32.5354 13.0128 638.314 202.116 436.198 1541.98 1533.88 1127.79 340.157 787.638 406.08 28.9732 377.107 internal_count=30353 14044 13894 1326 405 12568 5380 7188 16309 16242 12866 5225 7641 3376 188 3188 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=28 num_cat=0 split_feature=5 10 4 0 5 10 3 3 4 7 11 10 11 0 11 11 7 7 4 1 1 11 1 5 5 5 7 split_gain=5.83974 11.4843 14.0351 6.69759 6.22244 5.55056 6.48913 5.83401 5.77331 4.32549 7.08954 4.25508 5.04971 5.41544 4.609 4.16601 3.93484 3.73247 3.62564 3.36787 6.08535 3.27881 3.11729 3.09183 2.61255 2.5939 1.58931 threshold=124.47500000000001 118.95500000000001 1.0000000180025095e-35 2.5000000000000004 125.45500000000001 92.285000000000011 318.5800000000001 470.19500000000011 1.5000000000000002 0.15025000000000002 442.11500000000007 147.06000000000003 3128.6900000000005 5.5000000000000009 5479.2250000000013 4666.9350000000004 0.22385000000000002 0.63345000000000007 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 526.87500000000011 5.5000000000000009 161.71500000000003 36.095000000000006 461.35500000000008 0.64365000000000017 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=3 2 4 5 -2 6 8 -8 -1 10 -7 14 13 -13 24 18 -11 -16 -4 20 21 -3 -21 -6 -5 -22 -17 right_child=1 19 15 11 23 9 7 -9 -10 16 -12 12 -14 -15 17 26 -18 -19 -20 22 25 -23 -24 -25 -26 -27 -28 leaf_value=0.011327153861318795 -0.0094967061389179715 0.022217123900690177 -0.0040557512299739711 -0.025407200615678072 0.032283076418016241 -0.0052141491030477339 -0.019880245910200763 0.00017483693079418212 -0.0025948234559468862 -0.030767682444220769 0.053375885001706216 0.042508007098429404 -0.032830073473351658 -0.0046300689812667504 0.019428900759899975 -0.042276794333374189 -0.0053485494254918147 -0.017922184838144863 0.024928927761045598 0.039095080208492512 -0.021845732969896725 0 0.0016036476226052414 0.062816757780650753 -0.010934010064240236 0.011818978130325597 -0.0055334212922095848 leaf_weight=254.40794562734663 6.4174692817032328 17.418154312297702 25.400774469599128 51.333340477198362 41.41870154440403 13.294503287412228 36.819723860360682 870.81448437692598 103.91045432072133 15.084117243066428 7.1564231961965552 10.748435479588812 5.0441109649837008 11.943647980690001 17.383752955123786 5.4248604178428632 355.20999230723828 9.470869296230374 17.187198276631534 9.0089377686381358 42.466320769861341 166.45473349094391 13.295572804287074 12.877655297517775 89.996196993160993 5.7419653572142115 6.7530453726649284 leaf_count=2789 67 196 270 1358 325 207 609 13546 1685 167 74 143 49 143 353 51 3721 143 189 107 520 1325 93 89 2044 77 70 internal_value=9.06382e-05 0.00582002 0.018823 -0.00105303 0.0351739 -1.37988e-05 0.00159152 -0.000654213 0.00727995 -0.00521833 0.0165878 -0.00977064 0.00804017 0.0183383 -0.0127676 0.000301062 -0.00647755 0.00590621 0.00783043 -0.000113782 -0.00194475 0.00219928 0.017989 0.0406203 -0.0163676 -0.0175757 -0.0242469 internal_weight=2222.48 369.865 115.48 1852.62 60.7138 1656.7 1265.95 907.634 358.318 390.745 20.4509 195.92 27.7362 22.6921 168.184 54.7659 370.294 26.8546 42.588 254.386 232.081 183.873 22.3045 54.2964 141.33 48.2083 12.1779 internal_count=30410 3379 1061 27031 481 22798 18629 14155 4474 4169 281 4233 335 286 3898 580 3888 496 459 2318 2118 1521 200 414 3402 597 121 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=20 num_cat=0 split_feature=7 5 7 5 10 10 2 1 0 9 1 7 3 1 0 7 9 3 5 split_gain=5.53962 5.40637 4.86447 5.22546 5.74277 4.31415 4.2165 5.32684 4.7721 4.14739 4.84875 2.7505 2.15593 1.93606 1.71037 1.03345 0.882808 0.383595 0.33165 threshold=0.015050000000000003 26.500000000000004 0.034350000000000006 16.675000000000004 5.1150000000000011 562.66500000000008 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 31200.000000000004 1.0000000180025095e-35 0.026250000000000006 2166.6900000000005 1.5000000000000002 1.5000000000000002 6.2646000000000006 999.50000000000011 14885.520000000002 63.285000000000004 decision_type=10 8 10 8 10 10 10 10 10 8 8 8 10 10 10 10 10 10 10 left_child=1 14 3 4 17 6 8 -8 -4 10 12 -6 -3 15 16 -7 -1 -2 -12 right_child=2 9 5 -5 11 13 7 -9 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.042342963203600419 -0.0050326674603819324 -0.0043859317585237248 0.0019808710835304303 -0.015510347553034334 0.076068762947141433 -0.03820405158430118 -0.0043977624187071023 0.0072538048878195887 0.027181665988063344 0.036012395114204315 -0.03716080161127449 0.021743002826529509 0.020722287509816063 0.0046100627940848888 -0.0043953408452107054 -0.011240395389403343 -0.016981234947735343 0.012478403396426321 -0.015514834933913681 leaf_weight=14.981803364120429 5.1655599195510167 54.972149011678994 1350.078350902535 6.7403517244383719 6.2814920479431722 10.200864251703029 581.23460470978171 116.77264947071671 18.096941638737917 5.0468093510717145 9.9046009001322073 5.5279539772309372 9.0799817522056383 5.3379979506134978 6.6090882890857747 7.8341772407293311 7.9974128007888785 5.0456101112067699 6.0405263043940058 leaf_count=492 82 1101 13759 116 123 98 11109 1245 222 84 463 101 231 54 395 70 491 121 203 internal_value=0.0001791 -0.010475 0.000762678 0.0208389 0.0323728 0.000474118 0.000722805 -0.00243378 0.00233746 -0.00387367 -0.00686525 0.0547121 -0.000485914 -0.0204324 -0.0285386 -0.0279599 -0.0348011 0.00351528 -0.0306552 internal_weight=2232.95 114.632 2118.32 28.761 22.0206 2089.56 2066.18 698.007 1368.18 85.0441 79.9973 11.8094 64.0521 23.373 29.5883 18.035 22.9792 10.2112 15.9451 internal_count=30560 3460 27100 543 427 26557 26335 12354 13981 2082 1998 224 1332 222 1378 168 983 203 666 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=21 num_cat=0 split_feature=0 3 0 3 6 5 7 7 2 6 9 9 5 3 5 5 3 1 8 0 split_gain=6.85555 4.75524 8.73851 4.26798 3.32664 3.23209 3.12711 8.65845 4.3288 2.97171 7.18394 3.57559 2.85683 2.76687 3.91108 6.16515 2.53518 1.72821 1.64201 1.16436 threshold=1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 3106.6150000000002 1.0000000180025095e-35 307.53000000000003 0.5192500000000001 0.87175000000000014 1.0000000180025095e-35 1.5000000000000002 30151.500000000004 12959.000000000002 35.305000000000007 12763.340000000002 75.105000000000004 58.795000000000009 4353.1650000000009 3.5000000000000004 7180.4650000000011 2.5000000000000004 decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 left_child=9 5 4 17 16 6 8 -8 -2 10 11 12 -1 14 15 -11 -3 -4 -16 -6 right_child=1 2 3 -5 19 -7 7 -9 -10 13 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 leaf_value=-0.002284621117385182 0.017503941746680515 -0.0081593796810779853 0.014817712155910863 0.03976551544210527 -0.018773204244717717 -0.031222708541747603 0.022885240854327787 -0.0079024260731608703 -0.012138118023715378 -0.011370691654780572 0.054608193441679803 -0.029109177324723241 0.0023203654690515754 -0.035163196016920945 -0.007606990871351773 0.037221189663845189 -0.023538482243838039 -0.013890844249766311 -0.034468309148376015 -0.044169597570555219 leaf_weight=444.99931300384924 14.116022545844315 78.361789403483272 8.5387693550437742 8.6560965450480563 11.439446310047062 7.3865521382540456 43.032113635912538 46.343703182414174 64.768897850066423 15.097997684031727 5.2805806137621394 8.7823524726554734 1366.3354914719239 8.4104202790185791 15.525856848806145 9.9636806836351735 42.668932341970503 10.592643267475067 9.4949402483180148 13.723914104048161 leaf_count=6336 211 1958 181 204 573 102 490 546 1049 598 56 136 14853 372 346 243 1174 204 164 715 internal_value=-0.000343865 -0.00676512 -0.0126015 0.0126545 -0.0174893 -0.000917173 0.000560288 0.00695491 -0.00661853 0.000848152 0.00120839 0.00102081 0.00118564 -0.010141 -0.00523504 0.00844289 -0.0137707 -0.000729649 -0.0189254 -0.0339741 internal_weight=2233.52 349.629 173.982 27.7875 146.194 175.647 168.261 89.3758 78.8849 1883.89 1825.4 1820.12 1811.33 58.4929 50.0825 25.0617 121.031 19.1314 25.0208 25.1634 internal_count=30511 7407 5009 589 4420 2398 2296 1036 1260 23104 21381 21325 21189 1723 1351 841 3132 385 510 1288 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=24 num_cat=0 split_feature=11 10 5 7 7 7 3 9 2 5 10 10 5 5 10 7 7 11 7 11 7 7 5 split_gain=4.21967 6.8074 8.6213 7.49705 9.11845 7.51087 6.47187 5.879 5.83054 4.98062 4.69024 4.05506 7.57047 4.95374 3.78567 3.37579 3.31615 2.94514 3.7184 2.54298 2.34544 2.33956 0.434191 threshold=8541.9450000000015 22.055000000000003 27.805000000000003 0.43605000000000005 0.50895000000000012 0.38525000000000004 3783.6800000000007 1.0000000180025095e-35 4.5000000000000009 28.350000000000005 78.065000000000012 248.56500000000003 220.86500000000004 49.585000000000008 299.87000000000006 0.59435000000000016 0.44715000000000005 2566.7650000000008 0.25435000000000008 764.81000000000006 0.50465000000000015 0.22705000000000003 6.370000000000001 decision_type=10 8 10 10 10 10 10 10 10 10 10 8 10 10 8 8 10 10 8 10 10 10 10 left_child=6 -2 16 5 -5 -4 11 8 10 -10 -8 12 13 -1 20 -16 21 22 -19 -14 -13 -3 -9 right_child=1 2 3 4 -6 -7 7 17 9 -11 -12 14 19 -15 15 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=0.0053332863050559141 -0.036885391315127219 0.024103178015103966 -0.00094505739329933149 0.037850455187324314 0.0048802538435059918 -0.04359411191052668 -0.0042574423203289736 -0.017225630947106437 -0.0035523543115138245 0.061661124089711083 -0.030654887134817135 -0.049050952295476027 0.0053473636575481999 -0.0010973542358809513 0.011361625384191826 -0.013814522747858932 0.01059084338689795 0.02090949339256332 -0.030468419037952651 0.03338975143710933 -0.013873958574588409 0.073711480916841363 -0.042062908712409704 leaf_weight=426.54718575021252 8.2818432101048511 6.3557250136509555 36.581891771405935 21.9563227603212 258.93971503153443 13.547743317671118 277.13157676439732 5.1090365992859033 5.2117183832451683 5.0498238522559404 17.062892315909266 7.3335949629545238 13.54043374955654 996.72921074135229 22.641959309577942 29.317179894074798 8.7716847211122495 5.822216417640445 6.2392485653981575 23.062935711815953 15.312576042488216 6.1093140076845884 16.103706758935004 leaf_count=6300 89 74 434 209 2257 157 4473 344 120 95 211 81 162 13111 253 307 66 246 204 195 150 54 940 internal_value=0.000406065 0.00535267 0.00646146 0.00440558 0.00760025 -0.0131961 -0.000546213 -0.00680322 -0.0045567 0.0307216 -0.00590406 0.00083119 0.00141803 0.00082875 -0.0104529 -0.00274186 0.0366432 -0.0264801 -0.00558279 0.0235673 -0.0270695 0.0524569 -0.0373508 internal_weight=2232.76 360.544 352.262 331.026 280.896 50.1296 1872.22 337.73 304.456 10.2615 294.194 1534.49 1459.88 1423.28 74.6053 51.9591 21.2367 33.2742 12.0615 36.6034 22.6462 12.465 21.2127 internal_count=30532 3340 3251 3057 2466 591 27192 6633 4899 215 4684 20559 19768 19411 791 560 194 1734 450 357 231 128 1284 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=20 num_cat=0 split_feature=0 11 11 2 5 5 2 5 11 4 5 7 11 0 10 4 7 5 5 split_gain=5.79516 5.76232 9.40987 4.66914 4.28887 10.1538 4.22331 5.38848 7.52576 4.10865 8.69683 3.7828 3.73023 3.48976 2.96813 6.09026 5.42292 1.05397 3.09296 threshold=1.0000000180025095e-35 37.640000000000008 270.15000000000003 11.500000000000002 55.655000000000008 58.795000000000009 1.0000000180025095e-35 210.36500000000004 5201.3450000000003 1.5000000000000002 32.475000000000001 0.026250000000000006 1057.7350000000004 5.5000000000000009 84.495000000000019 1.0000000180025095e-35 1.1013500000000003 142.69500000000002 76.485000000000014 decision_type=10 10 10 8 10 10 10 10 10 10 8 10 10 10 8 10 8 8 10 left_child=3 13 9 6 11 -6 14 12 -9 10 -3 -4 -8 17 16 -16 -1 18 -2 right_child=1 2 4 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=0.0042792208634206226 -0.028298058145472461 0.014968764994967033 0.029568858902978917 0.030703913687358003 0.045280964835328168 -0.0020909142954248865 -0.015033364813784717 0.062233830562385184 -0.014478675550650778 -0.013292764664525565 0.080564557717507701 -0.010369041191661842 -0.0014152898640936804 0.010729913484493394 0.0031992070410356097 -0.0085705095425624 0.04906685979270814 -0.045014278435595134 0.003277304727731821 leaf_weight=766.65570374857634 29.724548823200166 30.415461798198521 5.0864898944273582 12.93959768489003 10.696598743088542 340.75020502787083 79.187385552562773 5.9350123852491361 5.2022856548428535 6.9011316755786529 5.3414864344522348 222.37167133204639 138.02100674714893 7.4322492023929945 385.49565432965755 152.56971293874085 5.8535121381282798 5.7208126885816446 9.7530006859451515 leaf_count=8646 1599 578 163 95 256 5868 1272 51 52 210 111 4778 1602 172 3077 1497 41 113 281 internal_value=0.000189871 -0.00367488 -0.00230498 0.00187339 -0.00399396 -0.000510537 0.00160795 -0.00464561 0.0277485 0.0200678 0.0268289 -0.00932853 -0.00644907 -0.0194154 0.00270405 -0.000138557 0.00468805 -0.0246056 -0.0204855 internal_weight=2226.05 674.194 621.563 1551.86 578.905 351.447 1538.92 228.346 11.1373 42.6581 35.7569 227.458 217.208 52.6306 1310.57 538.065 772.509 45.1984 39.4775 internal_count=30462 14129 11964 16333 11065 6124 16238 2977 103 899 689 4941 2874 2165 13261 4574 8687 1993 1880 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=20 num_cat=0 split_feature=0 5 3 0 10 5 10 8 3 8 5 1 3 8 4 5 5 4 10 split_gain=7.15985 4.76581 4.9952 5.32643 4.2276 7.06396 4.30772 6.81027 5.09915 3.82061 3.76073 2.95182 2.42789 1.90505 2.26245 2.24985 2.21686 1.7305 1.36609 threshold=1.5000000000000002 307.53000000000003 1.0000000180025095e-35 5.5000000000000009 159.61500000000004 220.86500000000004 48.845000000000006 17382.360000000004 4653.6950000000006 1643.3000000000002 57.255000000000003 9.5000000000000018 10802.400000000001 7180.4650000000011 1.5000000000000002 231.98000000000005 120.78500000000001 3.5000000000000004 131.34500000000006 decision_type=10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 left_child=4 2 9 12 5 6 7 -1 -8 11 -5 -2 -4 14 16 -16 -6 18 -7 right_child=1 -3 3 10 13 17 8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.0033307242375053381 -0.0044163701479070878 -0.043267447465398998 -0.018256068833147367 0.027525549656721934 0.00082552806609376963 0.020794778641588553 0.0022715448711781599 0.035737351139326697 0.011977125146635502 0.031858405316213236 -0.0078875158989762852 0.012513931322621781 -0.0010034516408479817 -0.027503549994488865 -0.011019678415768128 0.024815698468573438 -0.0098240888579083623 0.0061117056387873766 0.054948016332484521 leaf_weight=419.41319543076679 127.17598134372383 7.561239765956997 117.23392153251916 12.636455894447865 81.497364785522223 9.0706648826599139 1053.0858814176172 10.446589773520826 154.93068566638976 8.3619771050289255 15.592055704444645 31.167005755007267 25.538724545389414 8.0470310710370523 5.7410266958177116 11.714978281408547 117.56289146095514 6.7082836516201487 6.8633846566081038 leaf_count=7145 1787 106 3514 302 803 67 11889 165 1661 248 284 249 902 101 60 108 1017 61 56 internal_value=0.000306458 -0.00629958 -0.00533181 -0.0113118 0.00152175 0.00239504 0.00199881 -0.00228893 0.00352932 0.00080332 0.0081934 -0.000994941 -0.0152332 -0.00489551 -0.00390969 0.0128006 -0.0054567 0.0295489 0.0381772 internal_weight=2230.35 345.267 337.706 171.001 1885.08 1660.52 1637.88 429.86 1208.02 166.705 28.2285 158.343 142.773 224.563 216.516 17.456 199.06 22.6423 15.934 internal_count=30525 7392 7286 5002 23133 21044 20860 7310 13550 2284 586 2036 4416 2089 1988 168 1820 184 123 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=20 num_cat=0 split_feature=6 8 7 5 5 7 5 4 5 7 0 3 9 10 3 8 9 8 4 split_gain=4.85059 6.1676 4.84238 4.30134 3.74267 5.43462 3.46172 10.3466 8.89809 5.46634 4.38225 4.30333 4.25325 3.17064 3.14054 2.63945 1.69415 0.894917 0.353462 threshold=1.5000000000000002 20006.775000000005 0.32565000000000005 64.055000000000021 75.105000000000004 0.76215000000000011 35.305000000000007 1.0000000180025095e-35 40.465000000000011 0.28665000000000007 5.5000000000000009 327.44000000000005 1999.5000000000002 99.495000000000019 1.0050000000000001 11674.950000000003 4914.0000000000009 33969.735000000008 3.5000000000000004 decision_type=8 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 left_child=1 6 14 -3 16 -6 7 10 9 -8 -1 -10 -9 -7 15 -2 -4 -5 -16 right_child=2 3 4 17 5 13 8 12 11 -11 -12 -13 -14 -15 18 -17 -18 -19 -20 leaf_value=0.001079968560214344 0.012495045147872808 0.056013495872603861 0.0017177245243691697 0.0208705692783724 -0.036012146543744371 -0.014966294125392885 0.0051145483986461578 -0.020682530911721564 0.0023863982268639032 0.034231085016529737 -0.017864112791448703 -0.0029391870403698561 0.0052076340827808647 0.032385719990206972 -0.022449543021043648 -0.029636923150662371 0.037085724789059936 -0.00433443594677233 -0.044253780268327526 leaf_weight=403.85392050817609 7.4353455509990436 6.9617210850119591 7.3180445954203588 5.4218171592801827 11.428981862962248 5.7660734523087722 36.366487178951502 103.44145417958498 790.75971521623433 29.299533822573721 32.006246846169233 726.98348768148571 17.939368017017841 6.4022881407290697 7.8014090633951154 5.603241060860455 6.0504832118749619 6.6459587179124355 13.814516897313295 leaf_count=5360 233 87 270 65 326 142 596 2355 8160 385 407 9901 637 93 393 117 126 71 806 internal_value=-0.000739512 -0.000309606 -0.0134515 0.0273022 -0.000615514 -0.0125676 -0.000570032 -0.00395686 0.000620467 0.0184997 -0.000337403 -0.000161466 -0.016804 0.0101353 -0.0266021 -0.00607609 0.01954 0.0073376 -0.0379461 internal_weight=2231.3 2159.68 71.6204 19.0295 36.9659 23.5973 2140.65 557.241 1583.41 65.666 435.86 1517.74 121.381 12.1684 34.6545 13.0386 13.3685 12.0678 21.6159 internal_count=30530 28024 2506 223 957 561 27801 8759 19042 981 5767 18061 2992 235 1549 350 396 136 1199 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=22 num_cat=0 split_feature=0 5 5 7 6 7 8 7 7 9 7 10 3 8 7 7 4 9 5 5 7 split_gain=4.53932 4.19864 4.91698 4.02974 3.2316 3.12166 2.99933 3.45545 4.97028 3.79738 2.67905 3.82224 3.55186 2.59792 4.41873 5.12285 2.41224 1.15587 0.905924 0.821794 1.22525 threshold=1.5000000000000002 100.91500000000002 89.840000000000018 0.049300000000000004 1.5000000000000002 0.12595000000000003 40119.930000000008 0.022950000000000002 0.026250000000000006 4001.0000000000005 0.69045000000000012 69.285000000000011 5156.0300000000016 1846.4250000000004 0.68795000000000006 0.85475000000000012 1.0000000180025095e-35 5497.0000000000009 8.8250000000000011 92.415000000000006 0.74975000000000014 decision_type=10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 8 10 10 8 8 10 left_child=4 2 3 18 6 -5 7 9 -9 -1 11 12 -6 14 16 -16 -3 -12 -2 -4 -21 right_child=1 13 19 5 10 -7 -8 8 -10 -11 17 -13 -14 -15 15 -17 -18 -19 -20 20 -22 leaf_value=-0.0030022954487869255 -0.034657689202040633 0.006358938863362632 -0.045615446843137758 0.014236081771520186 0.0075014380326078938 -0.0049551091312723342 0.035295647214501062 0.046976016192876058 0.0025788433466840009 -0.032805718733285978 -0.0040412790960845432 -0.037585234531008725 -0.025485584337779456 0.035539777661931574 0.038697286034570164 0.0019009474347684745 -0.033045068882299959 0.022962600965120063 -0.013096653128161929 -0.0030868161474926202 -0.03084523282947332 leaf_weight=70.50747477915138 10.952236087527124 5.1599618941545478 5.8962471950799227 22.802281175740063 19.623476464301348 187.59131289413199 5.9273304324597111 5.3447841117158523 1732.9173888126388 11.774541153106837 7.2778420476242882 12.665573607198892 12.441327610518782 5.6370060527697197 10.706373967230318 51.710247190669179 10.464602898806332 6.5554665848612785 13.495853495318444 7.0983278537169161 10.525995936244724 leaf_count=1693 427 52 120 626 598 4077 55 80 19255 316 159 339 574 112 126 663 140 80 688 146 218 internal_value=0.00105851 -0.00422812 -0.0073828 -0.00510819 0.00202216 -0.00279403 0.00239692 0.00226774 0.00274516 -0.0076699 -0.00942584 -0.0153394 -0.00553018 0.0054253 0.00276472 0.00880218 -0.0201315 0.00910384 -0.0239344 -0.0287553 -0.0206998 internal_weight=2227.08 342.04 258.362 234.842 1885.04 210.394 1826.47 1820.54 1738.26 82.282 58.5637 44.7304 32.0648 83.6782 78.0412 62.4166 15.6246 13.8333 24.4481 23.5206 17.6243 internal_count=30544 7395 6302 5818 23149 4703 21399 21344 19335 2009 1750 1511 1172 1093 981 789 192 239 1115 484 364 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=20 num_cat=0 split_feature=9 8 11 11 0 10 10 4 8 8 5 8 4 8 8 7 11 4 4 split_gain=4.9959 8.37901 3.54067 4.87265 3.75893 3.81068 2.87511 3.88344 3.22888 2.52791 6.93065 9.1839 5.63719 3.90568 2.33864 2.21884 1.56193 1.69069 1.02709 threshold=2000.5000000000002 6477.2300000000005 3717.1150000000002 2601.7250000000004 1.0000000180025095e-35 62.605000000000011 151.29000000000005 4.5000000000000009 13349.265000000001 885.21000000000015 90.915000000000006 2500.3600000000001 2.5000000000000004 721.31500000000017 11000.210000000001 0.015050000000000003 20514.910000000003 1.5000000000000002 4.5000000000000009 decision_type=10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 left_child=1 9 3 4 5 -2 7 8 -3 13 12 -12 -11 15 16 -1 17 -4 -6 right_child=2 6 14 -5 18 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.01648907222831365 0.0097905264462370464 0.034394875475464409 -0.012441222352138863 0.030041585384690331 -0.040119039460534002 -0.020142522181816582 -0.0090222295411670813 0.059095401457751419 0.00023978583468917873 -0.004092046508373479 0.048153326084770728 -0.018349140519371174 -0.030726270592559599 0.030334216963337171 0 0.00031908521698590644 -0.0015410436273152464 -0.04049459195738201 -0.0085860308577279092 leaf_weight=18.831451056990772 28.296247785910964 13.499573556706311 9.7858419073745626 8.5408238526433689 8.7361283791251445 15.664832729846237 5.4338274523615828 7.1538524208590379 13.834219594486056 57.550066786352545 10.639303538016977 8.4901646198704821 30.097818003501743 9.77676974236965 9.6213513854891044 1927.9189651403576 5.4807726982980958 19.027405320201069 5.044849854428322 leaf_count=644 744 233 161 212 590 284 56 92 159 1432 181 105 856 268 149 23210 62 521 372 internal_value=-0.000195411 0.000348201 -0.0105255 -0.00304282 -0.00844968 -0.000975201 0.0227527 0.0280132 0.0179033 -9.36793e-05 -0.00755052 0.0189441 -0.0135379 0.000314372 -0.0213888 0.000145546 -0.0273468 -0.0318714 -0.0302758 internal_weight=2213.42 2103.23 110.198 66.2829 57.7421 43.9611 39.9215 34.4876 27.3338 2063.3 106.777 19.1295 87.6479 1956.53 43.9154 1946.75 34.294 28.8132 13.781 internal_count=30331 27236 3095 2202 1990 1028 540 484 392 26696 2574 286 2288 24122 893 23854 744 682 962 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=25 num_cat=0 split_feature=7 7 11 11 10 10 7 3 10 5 7 3 11 2 1 11 4 10 5 11 5 10 10 5 split_gain=3.51398 6.31362 8.0751 14.0726 6.42469 6.04259 5.5868 4.34609 5.25922 7.45851 4.98305 6.67712 5.09598 3.1428 4.25501 3.00264 2.95841 2.13226 2.10724 1.93757 2.09776 2.06677 0.141212 0.0501407 threshold=0.27925000000000005 0.33045000000000008 3908.6750000000006 5564.5150000000012 77.245000000000019 52.165000000000006 0.26135000000000003 845.49000000000012 71.385000000000005 58.355000000000011 0.19895000000000004 0.67500000000000016 3427.1050000000005 17.500000000000004 23.500000000000004 532.99500000000012 1.0000000180025095e-35 155.52500000000003 35.305000000000007 541.23000000000013 34.735000000000007 48.185000000000009 84.895000000000024 60.645000000000003 decision_type=10 10 10 10 10 10 10 10 10 10 8 8 10 10 8 10 10 8 10 10 10 10 10 10 left_child=6 2 4 -4 5 -2 7 10 9 -9 12 -12 -1 14 15 -3 19 -6 -5 20 -8 -21 -10 -18 right_child=1 13 3 18 17 -7 16 8 22 -11 11 -13 -14 -15 -16 -17 23 -19 -20 21 -22 -23 -24 -25 leaf_value=0.0042787004908955203 -0.0039202607655062852 0.0076604494214535385 0.091342459271570461 -0.01181368158168635 -0.028675573909010921 0.029355277670797805 -0.012354128096659903 -0.0058426271910347058 -0.042207001874454614 0.036258686604756722 -0.020528622255820764 0.020041861937313964 0.035182524416263947 0.024434821974988113 0.040895237902100243 -0.00037465359633949386 -0.043606608101581859 0.004519302415144204 0.022971842055902112 -0.002136395511594317 0.027364851654990335 -0.032185203638190593 -0.019354558147556822 -0.021535900113586082 leaf_weight=207.24325619824231 24.234968199394643 126.04162674117833 7.3757087560370591 5.733803333714607 13.766322886571286 28.958892651833594 6.2507989220321161 269.71520670829341 7.9540919256396574 9.9300624802708608 40.201586957089603 12.459770450368522 13.37540854141116 12.83917014300823 5.4881981536746016 1363.6042921924964 8.8858188372105342 6.4775184504687813 11.380431703291832 11.213917981833221 5.086304284632206 11.941299591213463 5.0089552653953433 5.0453120162710539 leaf_count=3373 356 1939 88 65 169 411 79 6350 145 179 432 220 125 82 32 15384 169 76 140 137 71 146 95 69 internal_value=0.000283822 0.0015161 0.0137554 0.0380506 0.00518399 0.0143102 -0.00292665 -0.00150626 -0.00573759 -0.00420594 0.0030105 -0.0106418 0.00632516 0.00070938 0.000486105 0.00030654 -0.0190581 -0.0181059 0.0110328 -0.0104428 0.00583391 -0.0185307 -0.0357534 -0.037926 internal_weight=2220.21 1605.9 97.9276 24.4899 73.4377 53.1939 614.312 565.888 292.608 279.645 273.28 52.6614 220.619 1507.97 1495.13 1489.65 48.4235 20.2438 17.1142 34.4923 11.3371 23.1552 12.963 13.9311 internal_count=30332 18742 1305 293 1012 767 11590 10919 6769 6529 4150 652 3498 17437 17355 17323 671 245 205 433 150 283 240 238 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=19 num_cat=0 split_feature=6 8 4 3 3 3 1 1 4 3 10 2 6 10 10 5 4 5 split_gain=5.70332 5.10343 5.99132 3.71014 3.67057 6.62053 6.27927 5.28673 4.51835 3.71386 3.34076 2.90542 2.63312 6.99799 6.44498 5.89691 2.08332 1.03609 threshold=1.5000000000000002 18824.240000000002 3.5000000000000004 1.0000000180025095e-35 2855.5500000000006 2663.4950000000003 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 10467.485000000002 279.59500000000008 2.5000000000000004 3.5000000000000004 76.745000000000019 96.180000000000021 60.645000000000003 3.5000000000000004 116.45500000000001 decision_type=8 10 8 8 10 10 10 10 10 10 8 8 10 10 8 10 10 8 left_child=1 4 3 17 5 10 8 -7 -6 -8 -1 12 14 15 16 -14 -2 -3 right_child=11 2 -4 -5 6 7 9 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=0.0015111991114999546 -0.013741143486208524 -0.022985571420096863 0.066578973786741963 0.036137294833068705 -0.0057554812075707486 0.042550407432811008 0.001494038084586923 -0.01237724923193103 0.02473722869930324 0.036400521842228827 -0.0079494683641435065 -0.044022418545617135 -0.0034176137909684803 -0.037699630906294634 0.020091439021661498 0.058829940277019759 -0.039844741630340012 0.0040829708517796737 leaf_weight=1502.0415278133005 18.516000899951905 5.1485116947442311 5.0188213549554339 6.5360373696312299 469.16740771988407 15.673990558832886 16.617528534494344 5.2554809032008043 11.442558841314165 13.735635373275725 98.383053852245212 6.4627981260418883 8.3741739136166888 5.7662818906828752 8.3771212631836516 5.6234363215044132 15.846638903021811 7.1816959269344842 leaf_count=18332 647 59 54 94 7262 182 332 117 195 290 983 380 377 130 166 123 668 82 internal_value=-5.57054e-05 0.000397742 0.0229108 0.00827588 0.000132598 0.0012996 -0.003556 0.0285944 -0.00496926 0.0181068 0.0009219 -0.014107 -0.0102906 0.00445642 -0.0171702 0.0235117 -0.0267068 -0.00772092 internal_weight=2225.17 2156.2 23.8851 18.8662 2132.32 1621.35 510.963 20.9295 480.61 30.3532 1600.42 68.9665 62.5037 19.7639 42.7398 13.9976 34.3626 12.3302 internal_count=30473 27982 289 235 27693 19614 8079 299 7457 622 19315 2491 2111 630 1481 500 1315 141 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=28 num_cat=0 split_feature=4 5 0 1 1 0 5 7 7 7 11 11 1 7 5 7 5 5 5 0 1 7 11 5 0 5 3 split_gain=3.73181 10.4202 7.27578 9.74608 8.56916 6.60446 6.15697 9.21744 7.01333 5.90938 5.45493 5.21823 5.52909 4.72331 5.20886 4.39637 4.09638 3.94065 4.03834 3.84542 3.64742 2.62677 2.47281 2.13928 1.71231 1.52315 0.441286 threshold=1.0000000180025095e-35 28.350000000000005 5.5000000000000009 6.5000000000000009 6.5000000000000009 1.0000000180025095e-35 124.47500000000001 0.89185000000000014 0.50465000000000015 0.76975000000000016 4292.0750000000016 10294.520000000002 2.5000000000000004 1.6060500000000004 161.71500000000003 1.2213500000000004 83.50500000000001 16.675000000000004 11.305000000000001 1.0000000180025095e-35 1.5000000000000002 0.56085000000000007 6376.6250000000009 281.31500000000005 1.0000000180025095e-35 18.735000000000003 14029.505000000003 decision_type=10 8 10 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=6 10 4 21 5 -3 9 8 -8 11 17 12 -1 14 -9 24 -13 18 -2 -6 -10 -4 -12 -15 -11 -24 -19 right_child=1 2 3 -5 19 -7 7 13 20 15 22 16 -14 23 -16 -17 -18 26 -20 -21 -22 -23 25 -25 -26 -27 -28 leaf_value=0.0024640918958120459 -0.022536687737515188 0.00071652714423365606 0.06102987468248592 -0.019150873216556379 0.0098829876545083236 -0.010291880336284306 0 0.0046671825292736455 0.027606693990152077 -0.0059614069542098802 0.027764003563314439 0.010211229787389498 -0.0075965703983927012 -0.014014538430302054 0.0282366522302539 0.029043157917018687 0.049696731718723901 -0.043474722761303895 0.010768787204535201 0.065708362546572627 0.070148989066386572 0.019731330943364087 -0.022858308950619483 0.0025969294069628319 -0.016271584548335771 0.01075639066751392 -0.018426667208206089 leaf_weight=741.79632675647736 39.484819711185992 463.19315268006176 9.8204853711649829 8.1684453058987838 7.1702908873558027 191.54197159409523 12.315460130572317 104.34457653015852 15.540884017944338 150.00346701592207 6.8194501716643598 65.549920212477446 166.24416073411703 36.369584545493126 29.753072902560234 6.9179186336696139 6.5654166340827933 21.173909642267976 10.856446782127021 5.4889357415959239 9.4575277306139451 8.8590013878419978 6.4702991964295489 38.879066843539476 56.877505179494619 5.0905504813417792 5.0996528719551852 leaf_count=9152 1293 5546 204 104 50 5284 96 835 123 1200 135 550 2348 314 246 59 51 706 440 73 63 123 80 368 778 109 188 internal_value=-1.62671e-05 -0.00277996 -0.000636566 0.0243939 -0.00168596 -0.00250713 0.00149523 0.00866979 0.0312495 2.82764e-06 -0.0182224 0.00165149 0.000610354 0.00449198 0.010104 -0.00750465 0.0145049 -0.0240433 -0.0151869 0.0374929 0.045973 0.0436955 0.00577149 -0.00544474 -0.00888466 -0.00798083 -0.0396502 internal_weight=2229.85 789.237 694.242 26.8479 667.394 654.735 1440.61 246.66 37.3139 1193.95 94.9951 980.156 908.04 209.346 134.098 213.799 72.1153 76.6148 50.3413 12.6592 24.9984 18.6795 18.3803 75.2487 206.881 11.5608 26.2736 internal_count=30518 14335 11384 431 10953 10830 16183 2045 282 14138 2951 12101 11500 1763 1081 2037 601 2627 1733 123 186 327 324 682 1978 189 894 is_linear=0 shrinkage=0.05 Tree=77 num_leaves=21 num_cat=0 split_feature=1 7 2 2 7 2 2 5 10 3 5 10 7 8 5 1 10 2 7 10 split_gain=3.27964 5.42399 7.70087 6.04791 4.35763 3.98953 4.9358 5.29293 4.45927 4.01087 3.77198 3.31361 8.2741 5.18027 2.77351 3.79367 2.17215 1.97597 1.91358 1.01397 threshold=6.5000000000000009 0.49215000000000003 10.500000000000002 1.0000000180025095e-35 0.19895000000000004 14.500000000000002 1.0000000180025095e-35 136.99500000000003 180.50500000000002 35101.67500000001 88.905000000000015 77.245000000000019 0.99995000000000012 7180.4650000000011 53.865000000000002 16.500000000000004 74.02500000000002 3.5000000000000004 0.76975000000000016 107.69500000000001 decision_type=8 8 10 8 10 10 10 10 10 10 10 8 10 8 10 10 8 10 10 8 left_child=5 4 3 18 16 6 11 9 -9 -8 -5 12 -1 -13 15 -6 17 -2 -3 -4 right_child=1 2 19 10 14 -7 7 8 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.0030747695932548977 0.039557917419413183 0.016684279676421717 0 0.052939224320593017 -0.016530125851646659 0.030768000704164519 -0.0046597567796988508 0.019695086975616533 -0.0062328197102582382 -0.027479311702525228 0.018836451696076922 -0.00026323890913049973 0.048775347451755963 -0.024108453435902861 -0.035895838196060077 0.022162642699929739 -0.0098239784731487638 0.0054609070319592001 -0.01201068413447964 -0.025158280286860936 leaf_weight=751.0091931913048 7.7970297904685166 11.853908978402616 7.416036266833542 18.828985538333654 20.161351508460942 9.4617263544350845 539.52027670154348 40.007123212330043 26.813601991161704 19.142878775019199 17.616391450166702 674.74408975243568 9.0611250307410938 22.593516379594803 9.2318690400570613 8.0076373508200032 6.4803058635443476 9.7219569496810418 9.5077707916498166 7.7792508527636528 leaf_count=9666 97 76 54 194 221 81 11547 493 348 609 137 6199 67 292 79 61 62 152 59 48 internal_value=0.000457099 0.00799866 0.0171269 0.0253992 -0.00287485 -2.85345e-05 -0.000185527 -0.00389942 0.0092786 -0.00549832 0.0375319 0.00140654 0.00368953 -0.00107639 -0.0134749 -0.00497675 0.0133227 0.0222228 0.00372301 -0.0136596 internal_weight=2226.76 134.402 73.0023 57.8071 61.4002 2092.35 2082.89 625.484 66.8207 558.663 36.4454 1457.41 760.07 697.338 37.4009 28.169 23.9993 17.519 21.3617 15.1953 internal_count=30542 1240 568 466 672 29302 29221 12997 841 12156 331 16224 9733 6491 361 282 311 249 135 102 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=27 num_cat=0 split_feature=1 8 7 3 10 11 10 7 11 11 5 3 10 5 0 7 11 5 5 5 10 10 7 8 0 5 split_gain=3.69319 7.68301 4.52285 5.09629 7.44465 3.4605 3.32619 8.97003 6.79751 5.55533 4.99173 11.1379 5.1976 4.93912 5.24185 3.13385 2.83196 2.64776 9.81875 3.67499 2.39042 3.27504 2.36808 2.01105 0.506897 0.317507 threshold=1.0000000180025095e-35 267.48000000000008 0.86295000000000011 335.71000000000004 25.645000000000003 3717.1150000000002 111.12000000000002 1.1013500000000003 33010.150000000009 8332.8250000000025 61.185000000000009 845.49000000000012 107.69500000000001 220.86500000000004 1.5000000000000002 2.8880000000000003 2699.9400000000005 55.895000000000003 68.515000000000015 64.665000000000006 562.66500000000008 260.88000000000005 1.1735000000000002 4501.5900000000011 1.0000000180025095e-35 22.860000000000003 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 left_child=6 2 3 4 -2 -5 7 10 13 22 11 -1 -12 14 -8 -10 -15 24 19 -19 21 -4 -9 -20 -3 -26 right_child=1 17 20 5 -6 -7 8 9 15 -11 12 -13 -14 16 -16 -17 -18 18 23 -21 -22 -23 -24 -25 25 -27 leaf_value=0.016871245048852197 -0.013556321006205267 -0.014655785791757497 -0.007932446372101774 -0.0073771653032710764 0.0092338737609782874 0.0043494461240994363 -0.010413256282949221 0.06781208972600504 0.039471322608528453 0 -0.0020524371442138577 0.0010614101604992769 0.025900525378480865 0.019825787062115741 0.020764131541972514 -0.0010578560125239442 -0.00069073606131862721 0.0025967379160081443 -0.015906966385352973 0.052632329005711853 0.019039756938204869 -0.035160375321077873 0.023334745479719574 -0.043238466835897466 -0.017029721787946202 -0.040260235395714661 leaf_weight=154.67189520923421 41.155952285975218 7.1492603076621917 120.51149382069707 198.21636141138151 235.85202719084918 90.588545985519886 212.70547473989427 8.0414669588208199 12.201547764241697 8.7320818156003934 535.54494271054864 395.01105273235589 16.147504171356559 24.748871641233563 13.374180336482821 7.0192686095833769 47.05510164424777 9.8952980930916947 26.557282083202153 5.1714220689609638 6.164301060140132 11.501935508102177 7.5215799473226079 9.9309997130185348 5.1018628310412195 13.471512016374616 leaf_count=1838 563 216 1372 4436 2768 1559 1777 61 79 58 5794 5775 145 243 160 56 408 339 779 166 69 138 63 258 470 842 internal_value=7.78902e-05 -0.00268657 -0.00102521 0.000951442 0.00579329 -0.00367935 0.00157914 0.00285525 -0.00292987 0.0323113 0.00217223 0.00554168 -0.00117985 -0.00483333 -0.00846356 0.0251028 0.00648726 -0.0175511 -0.0105201 0.0222888 -0.00910382 -0.0105888 0.0493248 -0.0244341 -0.0305349 -0.0353306 internal_weight=2224.04 781.268 703.991 565.813 277.008 288.805 1442.77 1125.67 317.104 24.2951 1101.38 549.683 551.692 297.884 226.08 19.2208 71.804 77.2776 51.555 15.0667 138.178 132.013 15.563 36.4883 25.7226 18.5734 internal_count=30432 13975 10905 9326 3331 5995 16457 13734 2723 182 13552 7613 5939 2588 1937 135 651 3070 1542 505 1579 1510 124 1037 1528 1312 is_linear=0 shrinkage=0.05 Tree=79 num_leaves=22 num_cat=0 split_feature=9 4 8 11 5 10 5 10 7 8 10 7 10 2 3 11 7 10 5 11 5 split_gain=4.48038 3.85239 5.88328 5.10787 8.19119 5.19448 4.63273 5.84764 4.91127 4.39748 3.67794 3.05196 2.55298 2.53708 2.80156 2.68479 9.48215 3.09758 1.88251 2.37522 0.913578 threshold=778.00000000000011 4.5000000000000009 11308.855000000001 5000.1550000000016 30.330000000000002 143.64500000000001 136.99500000000003 164.72000000000003 0.7722500000000001 1582.2400000000002 79.735000000000014 0.38525000000000004 76.745000000000019 2.5000000000000004 5555.8300000000008 1189.8350000000003 0.40735000000000005 43.005000000000003 10.075000000000001 12863.275000000003 55.895000000000003 decision_type=8 10 10 10 10 10 10 10 8 8 10 10 10 8 10 10 10 10 10 10 10 left_child=1 3 9 6 11 -6 8 -8 -1 10 -3 -5 -11 14 15 17 -17 -2 -16 -20 -15 right_child=13 2 -4 4 5 -7 7 -9 -10 12 -12 -13 -14 20 18 16 -18 -19 19 -21 -22 leaf_value=-0.0013220279766729553 0.0030150951932811998 0.017698577048662421 0.056972314096524625 0.030754859030285738 0.0048690084666439338 -0.0072309136443554026 0.015600041105417815 -0.0095965287703958565 -0.0096966509047305399 -0.036969621342422973 -0.00030488252733876144 0.0059991458212350721 0.005128214766104284 -0.043206744781289066 0.0051345434497347192 0.034311499823205173 -0.0079137964618841497 -0.019775900715206865 -0.036601921935133667 -0.00047899565849881707 -0.010942572363412289 leaf_weight=1099.6278082909994 24.046930796001107 60.415954997297376 5.0299977678805581 35.010809808969498 342.56695353612304 118.38860764726996 75.750078536570072 31.846773141995072 207.85918234661222 7.7296684347093088 51.660363531671464 20.772704288363457 5.4436218179762363 5.8706152648664993 5.1440929495729533 17.479921489022672 46.220796393230557 35.907601854298264 15.89322738023475 6.6529564196243873 5.3004308030940592 leaf_count=15650 807 1005 45 394 3153 1023 636 317 2348 140 599 168 60 423 336 369 883 1025 772 130 235 internal_value=-0.00035091 0.000278336 0.00856778 -0.00028225 0.00396467 0.0017416 -0.00183831 0.00807656 -0.00266361 0.00614839 0.00942655 0.0218924 -0.0200863 -0.00831859 -0.00646181 -0.00312048 0.00394707 -0.0106532 -0.0205799 -0.0266281 -0.0304657 internal_weight=2224.62 2062.1 130.28 1931.82 516.739 460.956 1415.08 107.597 1307.49 125.25 112.076 55.7835 13.1733 162.517 151.346 123.655 63.7007 59.9545 27.6903 22.5462 11.171 internal_count=30518 25538 1849 23689 4738 4176 18951 953 17998 1804 1604 562 200 4980 4322 3084 1252 1832 1238 902 658 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=18 num_cat=0 split_feature=1 2 0 1 1 7 7 7 10 0 4 10 10 10 7 7 10 split_gain=5.03328 4.45139 4.40029 4.19206 7.88069 5.89579 3.72602 13.8228 3.37855 2.93821 4.32065 3.10436 6.09545 3.18 2.48633 1.4303 0.437527 threshold=7.5000000000000009 17.500000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.15365000000000004 0.49215000000000003 0.53815000000000013 159.61500000000004 6.5000000000000009 1.0000000180025095e-35 104.91500000000001 180.50500000000002 53.115000000000002 0.23885000000000003 0.65995000000000015 77.245000000000019 decision_type=8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 left_child=1 2 3 4 -1 -5 8 -8 -4 10 11 13 -13 -2 -11 16 -16 right_child=9 -3 6 5 -6 -7 7 -9 -10 14 -12 12 -14 -15 15 -17 -18 leaf_value=0.0009766990484698227 0.018159406073576852 0.037202190647709805 -0.017413861035650475 0.045114725504555905 -0.019377314427358142 0.0063676689267999666 0.053494215725137351 -0.0070183362268726084 0.012953211739354943 0.022279675720285004 0.044129699453638233 0.040564879666637979 0.00027173764881734678 -0.010862663753074583 -0.0076113544509613653 0.003663947838728452 -0.030283965599284254 leaf_weight=1789.0530612543225 14.675355779007075 7.1731075495481482 82.979764715302736 10.613422462716697 47.843171060085297 70.505364811979234 9.7037789057940227 78.734233254566789 9.3603354059159738 6.0972328027710345 10.785838211420922 18.499940168112516 18.60939397662878 22.678136982023716 5.1003966778516787 8.0848302468657476 6.8110907189548016 leaf_count=23263 144 57 2442 242 836 889 191 1377 134 91 104 119 139 173 56 66 68 internal_value=0.000922914 0.000370194 0.000224274 0.000930765 0.00043359 0.0119858 -0.00720782 8.932e-05 -0.0141762 0.0112364 0.0156976 0.0109827 0.0210274 0.000585279 -0.00319532 -0.0118924 -0.0223044 internal_weight=2217.31 2105.97 2098.79 1918.02 1836.9 81.1188 180.778 88.438 92.3401 111.342 85.2487 74.4628 37.1093 37.3535 26.0936 19.9963 11.9115 internal_count=30391 29431 29374 25230 24099 1131 4144 1568 2576 960 679 575 258 317 281 190 124 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=20 num_cat=0 split_feature=10 0 11 7 7 7 11 11 11 0 11 5 0 7 11 11 2 11 7 split_gain=5.90674 5.69744 4.74583 7.21269 8.39531 5.74423 4.23777 8.04034 2.55475 3.22413 2.44229 3.84685 3.28943 2.08558 1.61272 1.13901 0.802292 0.274243 0.0259995 threshold=2.8050000000000002 17.500000000000004 356.45500000000004 0.13935000000000003 0.12965000000000002 0.27925000000000005 1124.9950000000001 1440.2600000000002 403.85000000000008 1.5000000000000002 175.21000000000001 16.675000000000004 1.0000000180025095e-35 0.015050000000000003 2259.0900000000006 637.40500000000009 1.0000000180025095e-35 5958.5400000000009 0.26135000000000003 decision_type=8 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 left_child=6 2 10 4 -4 -5 8 -8 9 13 11 -2 -12 -1 18 -10 -17 -16 -9 right_child=1 -3 3 5 -6 -7 7 14 15 -11 12 -13 -14 -15 17 16 -18 -19 -20 leaf_value=-0.021380632263049173 0.011530694877067279 0.035358755558993128 0.0075477053178484152 -0.0076921570369088213 0.047684531432023225 0.0011069340347141323 0.052241081786652988 0.0017027702699386725 -0.043211575731397951 -0.032687365609219206 -0.020490283388374081 -0.0061332842870054343 -0.00077536714201619753 0.011755674718689407 -0.022403400710596849 -0.0096746682559010668 -0.033498424438511504 -0.0080264300799558069 0.0088873885661581251 leaf_weight=5.7976216347888174 36.631102469749749 10.400026893243192 109.53038730565459 210.74983290210366 13.991529531776903 1493.9355442663655 5.3598702345043412 5.0202655605971831 12.26838366687298 9.1176339560188335 54.024194798432291 167.35946638835594 35.387905592564493 14.616774833761154 11.834037615917625 10.809286542236807 6.393579786643385 8.5778572931885702 5.0497453548014164 leaf_count=246 1098 85 2068 3168 225 17189 53 59 161 239 730 3788 758 186 110 105 91 62 50 internal_value=-0.000438562 0.000104936 -8.2098e-05 0.000863815 0.0124807 1.23013e-05 -0.0125816 0.000864833 -0.0207112 -0.00957914 -0.00597603 -0.00289615 -0.0128376 0.00155261 -0.00938268 -0.0310218 -0.0201575 -0.0172522 0.00623464 internal_weight=2226.86 2132.01 2121.61 1828.21 123.522 1704.69 94.8451 35.8418 59.0033 29.532 293.403 203.991 89.4121 20.4144 30.4819 29.4712 17.2029 20.4119 10.07 internal_count=30471 29109 29024 22650 2293 20357 1362 334 1028 671 6374 4886 1488 432 281 357 196 172 109 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=19 num_cat=0 split_feature=11 2 8 4 10 5 11 10 5 5 5 4 3 5 10 10 10 1 split_gain=3.84978 5.9772 5.09718 4.65882 4.39688 6.25821 4.74129 4.2628 4.00947 4.06411 3.75983 3.01886 4.45793 2.96956 2.81012 4.2975 2.64369 1.15333 threshold=1.0000000180025095e-35 4.5000000000000009 1988.3650000000002 17.500000000000004 93.915000000000006 139.98000000000005 3275.1250000000005 82.215000000000018 76.485000000000014 84.50500000000001 36.095000000000006 1.0000000180025095e-35 520.54500000000019 85.205000000000013 66.890000000000015 57.305000000000007 96.180000000000021 1.5000000000000002 decision_type=10 8 10 10 10 8 10 8 10 10 10 10 10 10 10 10 8 10 left_child=1 2 8 4 5 10 -7 -5 17 -10 -2 13 -13 -6 15 -4 -16 -1 right_child=3 -3 14 7 11 6 -8 -9 9 -11 -12 12 -14 -15 16 -17 -18 -19 leaf_value=-0.031222282284045666 -0.0016707701890173372 0.032410733960491676 0.00092412481361247841 -0.041935709763238516 0.0050092429048919623 0.0044808582156797934 0.058090661318974814 0.0085873472638274152 0.030357923944553517 -0.012396067911449454 0.0042395349809489979 -0.0056633505307080905 -0.037895471000680123 -0.0026991229776366721 -0.031230899599501118 0.042351961113762271 0.001556214132661999 -0.0047132256510249958 leaf_weight=37.192880785558373 377.63993003964424 8.1726337205618602 47.758764093741775 10.844762671738861 180.2792773284018 8.3661789447069186 7.9829420056194058 5.7700110003352192 5.5193882221356025 36.114561868831515 922.5828812061809 134.19000565540045 10.824743204750119 400.52525675669312 10.566141952294855 6.2625877046957603 12.352303594350817 5.5484429164789608 leaf_count=1225 6213 208 1559 201 1940 71 60 65 100 493 12159 1535 155 3659 238 146 217 273 internal_value=0.000377991 -0.0068392 -0.00904593 0.000977534 0.00120012 0.00292336 0.0327852 -0.0246147 -0.0174581 -0.0060318 0.00251912 -0.00191853 -0.00834664 -0.000293387 0.000220709 0.0065001 -0.0140244 -0.0280818 internal_weight=2228.49 169.488 161.315 2059.01 2042.39 1316.57 16.3491 16.6148 84.3753 41.634 1300.22 725.819 145.015 580.805 76.9398 54.0214 22.9184 42.7413 internal_count=30517 4459 4251 26058 25792 18503 131 266 2091 593 18372 7289 1690 5599 2160 1705 455 1498 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=22 num_cat=0 split_feature=6 10 3 3 1 11 11 7 4 10 7 7 11 5 4 3 9 9 9 3 7 split_gain=4.31885 3.75331 4.80157 6.77219 9.03816 4.75233 6.00105 4.08264 3.40636 2.76294 3.05846 5.46137 3.99623 2.92293 1.95058 4.41446 1.84906 5.43598 1.68518 2.17817 0.0212206 threshold=1.5000000000000002 279.59500000000008 247.38500000000002 185.59500000000006 1.0000000180025095e-35 4420.1500000000005 689.19500000000005 0.33415000000000006 1.0000000180025095e-35 328.03500000000008 0.60655000000000014 0.42825000000000008 40033.145000000011 336.77500000000003 2.5000000000000004 0.67500000000000016 13950.000000000002 26050.000000000004 8001.5000000000009 0.14500000000000005 0.55615000000000014 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 left_child=1 2 3 8 -5 6 -4 -7 -1 13 11 -11 -12 20 15 -2 18 -18 19 -16 -3 right_child=14 9 5 4 -6 7 -8 -9 -10 10 12 -13 -14 -15 16 -17 17 -19 -20 -21 -22 leaf_value=0.0048600013662919231 -0.02806255371183973 -0.041167630551447627 0.0028343123202702542 0.0020299508082199575 0.05998852463228839 0.015430084630971811 -0.0063652042898055599 0.001012207727752694 -0.0015819329052309096 -0.0077964126046457015 -0.015671003395075742 0.043354576829003205 0.022494887248578427 0.0081674944357667777 0.0035876940533184094 0.027323875432301081 0.031634467094993089 -0.030935421956058896 -0.04472241270698122 -0.023466323216954989 -0.0244939834660335 leaf_weight=640.36198985762894 5.0895330384373647 6.2955114282667664 263.94148782081902 15.476925810799004 11.261632218956946 61.951129020191729 532.32991280360147 228.0729582644999 299.71132572274655 12.61763750202954 46.304539665579796 7.4845623522996894 7.0234817825257769 5.1575366295874145 9.5489106778986734 7.7432148852385581 6.0369861628860217 5.8447597264312208 6.1208132514730087 25.811180474236608 12.913883809000252 leaf_count=5858 116 70 5688 196 206 843 7774 2511 3840 145 467 77 58 54 255 301 170 125 218 1319 121 internal_value=0.000114425 0.00050639 0.000966212 0.00352891 0.0279036 -0.00131116 -0.00330982 0.00415158 0.00280139 -0.00900836 -0.00395198 0.0121635 -0.0102309 -0.0232923 -0.0123654 0.00455518 -0.0165354 0.000455356 -0.0214161 -0.0161252 -0.0319725 internal_weight=2217.1 2150.9 2053.11 966.812 26.7386 1086.3 796.271 290.024 940.073 97.7972 73.4302 20.1022 53.328 24.3669 66.1954 12.8327 53.3627 11.8817 41.4809 35.3601 19.2094 internal_count=30412 27908 26916 10100 402 16816 13462 3354 9698 992 747 222 525 245 2504 417 2087 295 1792 1574 191 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=15 num_cat=0 split_feature=0 0 11 4 11 11 7 3 11 11 10 10 11 2 split_gain=4.43214 3.8929 5.42817 5.67659 5.09086 5.29831 4.38503 2.66767 3.45757 5.83303 2.71486 3.08359 2.77719 0.743631 threshold=18.500000000000004 1.0000000180025095e-35 37.640000000000008 7.5000000000000009 270.15000000000003 213.25500000000002 1.1171000000000002 33629.590000000004 15341.220000000003 10895.360000000002 13.995000000000003 77.245000000000019 1460.3800000000003 4.5000000000000009 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 8 10 left_child=1 7 3 13 5 -4 -6 10 9 -9 12 -12 -1 -3 right_child=-2 2 4 -5 6 -7 -8 8 -10 -11 11 -13 -14 -15 leaf_value=-0.0020958951595302592 0.029915299640276144 -0.028390854965058294 0.0030232851509536742 0.024775597639288625 -0.0051918398534640297 0.042339064464145315 0.0093143478334991522 0.017073147687574491 0.043155455164638354 -0.035787119985643177 0.0034552730088223439 -0.0011705417953488872 -0.022287646759859458 -0.0061430690523249102 leaf_weight=56.558480049017817 11.019452080130575 37.517539226450026 31.818668287247419 5.4288520277477792 509.51107733650133 10.987969206646083 56.879058033227921 22.924657047260556 7.0982579458504906 5.6604712484404436 681.75473226979375 759.81345397233963 23.940480558201671 5.5328904483467332 leaf_count=1029 87 1720 672 251 10392 220 657 377 53 48 7839 6814 220 175 internal_value=-0.000358171 -0.000524435 -0.00374844 -0.0196931 -0.00244119 0.0139655 -0.00371241 0.000835049 0.0141643 0.00558085 0.00051018 0.00101454 -0.00836208 -0.0258494 internal_weight=2226.45 2215.43 657.676 48.4793 609.197 42.8066 566.39 1557.75 35.6834 28.5851 1522.07 1441.57 80.499 43.0504 internal_count=30554 30467 14087 2146 11941 892 11049 16380 478 425 15902 14653 1249 1895 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=22 num_cat=0 split_feature=10 1 7 0 0 7 0 7 2 11 2 11 11 11 10 11 10 10 11 7 10 split_gain=5.37315 6.64955 4.52589 4.72221 5.3201 4.66474 3.51539 3.92 4.75253 2.38295 2.07717 3.0002 1.61693 2.17552 2.23814 1.32061 1.26198 1.24435 1.24185 0.871607 0.0925949 threshold=238.46000000000001 12.500000000000002 1.3680500000000004 1.5000000000000002 15.500000000000002 2.2403000000000004 5.5000000000000009 0.68535000000000013 12.500000000000002 29305.125000000004 1.5000000000000002 5287.2100000000009 26263.760000000006 3976.0000000000005 421.75500000000005 29305.125000000004 91.735000000000014 180.50500000000002 866.33500000000015 1.1171000000000002 421.75500000000005 decision_type=10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 left_child=1 2 3 9 -5 15 7 8 -3 -1 12 18 13 14 -2 -4 -8 -7 -12 -15 -14 right_child=10 6 5 4 -6 17 16 -9 -10 -11 11 -13 20 19 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.00048859891293662639 0.006375828757804629 -0.0012840139047308817 -0.014865108258542365 -0.0074279918703563097 0.030733347260563093 0.029546262571630635 0.009004157952378352 0.049280946317703439 0.042783944742582701 0.014767228056263662 -0.014174583509168535 0.00065492234445104663 0.0025227161826174597 -0.034363755646280518 -0.020949121298207422 -0.037101894948388815 -0.0192738578595761 -0.0013591719425311908 -0.043453586115061588 -0.013346440029927032 0.011715932372519789 leaf_weight=1657.3775825379416 28.35407922975719 17.740390674211088 52.910855278372765 278.23769917222671 8.4244785699993354 5.8571202233433706 7.7303312420845014 11.042454481124876 8.1336853774264437 28.784667458385229 7.8776117358356776 9.1962493117898685 8.0239446610212308 5.8089749179780474 9.0506437756121141 8.0074897799640876 6.1028763987123966 5.4868434509262443 11.607986142858861 43.600895993411541 6.8320089876651755 leaf_count=21167 300 129 462 6772 76 53 76 57 61 184 111 101 67 50 94 65 45 56 137 411 57 internal_value=-0.000886527 -0.000269132 -0.000719037 -0.00026315 -0.00618618 -0.0129234 0.0174278 0.0253234 0.0134595 0.000743923 -0.0106975 -0.0224724 -0.00714048 -0.00976649 -0.000478992 -0.0184208 -0.00359265 0.0152938 -0.0331305 -0.0165492 0.00753812 internal_weight=2226.19 2095.84 2045.09 1972.82 286.662 72.2623 50.7497 36.9165 25.8741 1686.16 130.352 28.6818 101.671 86.8146 37.4047 60.9183 13.8332 11.344 19.4856 49.4099 14.856 internal_count=30531 29203 28835 28199 6848 636 368 247 190 21351 1328 349 979 855 394 527 121 109 248 461 124 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=18 num_cat=0 split_feature=7 8 7 11 8 10 9 0 1 11 9 9 8 10 9 11 4 split_gain=6.46011 6.83088 5.74259 4.44095 3.14429 2.65787 2.95607 2.57755 2.35686 2.64536 1.98086 3.0224 2.3907 1.7669 1.35093 0.887513 0.83775 threshold=0.018950000000000005 23182.170000000002 0.034350000000000006 612.43500000000006 36730.385000000002 562.66500000000008 22011.000000000004 2.5000000000000004 1.5000000000000002 16045.760000000002 158.50000000000003 2199.0000000000005 1988.3650000000002 92.735000000000014 9714.0000000000018 240.34000000000003 2.5000000000000004 decision_type=8 10 8 10 8 10 10 10 10 10 10 10 8 10 10 10 10 left_child=1 10 3 15 -3 6 7 -4 9 -7 13 12 -12 16 -13 -2 -1 right_child=2 4 5 -5 -6 8 -8 -9 -10 -11 11 14 -14 -15 -16 -17 -18 leaf_value=-0.020746993562311879 0.025830075521776821 0.043968577560256794 0.0021066045632828693 -0.0013232374587181267 -0.0023783868229807835 -0.038536363512416294 -0.025803862562769155 -0.0037399439174429314 0.010525668763457917 0.0018174896204890042 -0.0050254947148525696 -0.025789704122927394 0.031489437035328936 0.0028506552380160952 -0.0010906271990128646 0.058541763586688646 -0.040828900547746586 leaf_weight=41.289737467654049 8.9109583832323569 6.4966522343456719 1852.9053880181164 9.2711801999248546 6.5843597315251836 10.734733477234846 8.9363329708576185 208.38958432106301 5.5433655194938174 5.7276250682771197 10.998311051167549 16.466635912656788 6.1342310141772023 5.9556350633501998 8.8761292239651066 5.6231128326617172 7.8069522557780138 leaf_count=1103 167 105 22288 164 90 111 117 3975 57 51 583 779 237 93 311 108 205 internal_value=0.0008563 -0.0108632 0.0014761 0.0254034 0.0217725 0.00118946 0.00137886 0.00151159 -0.0156967 -0.02491 -0.0154678 -0.0069436 0.00878837 -0.0217143 -0.0176986 0.0417617 -0.0247913 internal_weight=2226.65 110.609 2116.04 23.8053 13.081 2092.24 2070.23 2061.29 22.0057 16.4624 97.5276 42.4753 17.1325 55.0523 25.3428 14.5341 49.0967 internal_count=30544 3506 27038 439 195 26599 26380 26263 219 162 3311 1910 820 1401 1090 275 1308 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=23 num_cat=0 split_feature=3 0 4 0 10 5 7 3 3 10 5 10 8 4 7 7 7 5 7 5 11 11 split_gain=5.73041 5.42711 4.75293 5.65115 4.95887 11.6081 4.79597 3.89462 4.663 3.77891 4.88288 11.4691 4.5149 4.04708 4.02894 3.43041 2.98549 3.13681 2.12052 1.9526 0.938064 0.762765 threshold=247.38500000000002 5.5000000000000009 1.0000000180025095e-35 13.500000000000002 164.72000000000003 151.52500000000003 2.8880000000000003 3106.6150000000002 827.98000000000013 92.285000000000011 85.595000000000013 73.325000000000003 26664.710000000003 1.0000000180025095e-35 0.91505000000000014 0.12205000000000001 1.0505500000000001 28.350000000000005 2.2403000000000004 92.415000000000006 1984.6900000000003 1375.1750000000004 decision_type=10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 8 8 10 8 10 10 left_child=2 9 3 4 5 -1 16 8 -3 10 12 -12 -2 14 -11 -6 17 -4 -18 -15 -8 -5 right_child=1 7 6 21 15 -7 20 -9 -10 13 11 -13 -14 19 -16 -17 18 -19 -20 -21 -22 -23 leaf_value=0.0053065918092824018 -0.0036871242947067793 0.02656544713962887 -0.017529187358274384 -0.040260164850497118 0.033818777528440855 0.032294455545033435 0.0085308745084268778 0.044015883704436397 -0.029077330732512143 -0.010436594825829724 -0.016840263134451743 0.02716812353649229 0.038801845240520896 -0.04295510604988028 0.024939231847842393 -0.0026608479971130371 -0.022060749583559861 -0.00042332949214937536 0.0073907265658223927 -0.01205907522346546 0.038423296238137943 -0.012494777173659813 leaf_weight=482.72695928812027 915.5821519177407 7.7042387146502751 28.657723313197494 5.7220060825347883 5.6430480219423762 42.636935830116272 5.8506939616054279 9.2204355178400856 5.6170077938586473 81.656167192384601 22.471571888774633 39.133968016132712 5.2825810806825748 12.863177767489104 7.8962511755526057 204.2789034023881 31.564771661534905 286.44207436824217 6.714773401618003 10.668741528876128 6.7404992021620274 7.1954511031508446 leaf_count=4475 15521 142 365 61 61 295 60 205 126 1016 326 536 79 226 68 2009 319 4350 67 141 62 52 internal_value=-0.000445303 -0.00297471 0.00208891 0.00437343 0.00497037 0.00756354 -0.0025672 0.0207584 0.00236202 -0.00348607 -0.00247662 0.0110229 -0.00339613 -0.0121138 -0.00702116 -0.00150082 -0.0036908 -0.00204543 -0.0167106 -0.030214 0.0265509 -0.0271622 internal_weight=2232.27 1118.1 1114.17 748.203 735.286 525.364 365.971 22.5417 13.3212 1095.55 982.47 61.6055 920.865 113.084 89.5524 209.922 353.379 315.1 38.2795 23.5319 12.5912 12.9175 internal_count=30562 18386 12176 6953 6840 4770 5223 473 268 17913 16462 862 15600 1451 1084 2070 5101 4715 386 367 122 113 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=19 num_cat=0 split_feature=4 2 0 3 10 1 3 3 10 7 7 1 2 2 7 11 10 11 split_gain=3.38205 6.47407 8.32447 4.80633 7.65369 7.59686 6.99114 4.4426 4.2194 4.04169 4.58023 3.80443 5.09043 4.29508 3.78656 4.31577 1.06223 0.0894565 threshold=1.0000000180025095e-35 11.500000000000002 11.500000000000002 2855.5500000000006 115.87000000000002 2.5000000000000004 2663.4950000000003 3106.6150000000002 108.96000000000002 0.10645 0.22385000000000002 5.5000000000000009 5.5000000000000009 5.5000000000000009 0.72465000000000013 9512.3150000000005 78.065000000000012 1541.1100000000004 decision_type=10 10 8 10 8 10 10 10 10 8 10 10 10 10 10 10 8 10 left_child=3 2 11 4 5 6 -1 16 -7 -6 -11 13 -13 -2 15 -9 17 -5 right_child=1 -3 -4 7 9 8 -8 14 -10 10 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=0.0073774345539651155 -0.0050461216027228514 0.034821590813538354 0.051768603989034323 -0.020004400798155964 0.031058551830056392 -0.0073724335895816763 0.042451476340855741 -0.0044232403426235339 0.029114267253979888 -0.026109505251113687 -0.0023263211514968083 0.034043076357207866 -0.0097668243186435823 0.025288254260450928 -0.032139010888451496 0.010402503550888157 -0.0060896789060131927 -0.042436161082744735 leaf_weight=571.50784102641046 737.30651098513044 10.206328677944837 5.7633312614634624 5.0425862632691842 7.5214977711439124 122.44599341414869 13.698118120431898 256.45086465682834 7.4456196054816237 20.590900808572769 348.26404044032097 13.947846640832724 11.032766774296759 10.828760710544882 9.5154846869409067 59.55781251937151 5.1189989224076298 7.0777433589100838 leaf_count=6218 13670 93 56 84 81 1544 174 3686 84 218 3241 188 177 199 76 527 57 90 internal_value=-0.000256543 -0.00288546 -0.00342999 0.00118735 0.00281181 0.0058489 0.00827797 -0.00396407 -0.0050363 -0.0029455 -0.00373451 -0.00391428 0.0148707 -0.00456721 -0.00259329 -0.00158928 -0.0280125 -0.0357207 internal_weight=2223.32 789.086 778.879 1434.24 1091.47 715.098 585.206 342.763 129.892 376.376 368.855 773.116 24.9806 748.135 325.524 316.009 17.2393 12.1203 internal_count=30463 14383 14290 16080 11560 8020 6392 4520 1628 3540 3459 14234 365 13869 4289 4213 231 174 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=17 num_cat=0 split_feature=10 9 9 11 7 5 5 5 0 11 11 11 5 11 7 10 split_gain=4.96852 7.91697 4.00017 4.57168 3.72442 4.87213 6.24762 5.24819 3.61869 3.45342 2.77018 6.02148 6.25475 5.50803 1.08581 0.0617041 threshold=32.580000000000005 10516.500000000002 12959.000000000002 19812.790000000005 0.13935000000000003 41.475000000000001 92.715000000000018 25.935000000000006 17.500000000000004 8541.9450000000015 8758.2300000000014 4292.0750000000016 24.275000000000002 1460.3800000000003 0.25025000000000003 61.375000000000007 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 left_child=1 10 4 15 5 7 -7 -2 9 -6 11 13 -13 -1 -12 -4 right_child=2 -3 3 -5 8 6 -8 -9 -10 -11 14 12 -14 -15 -16 -17 leaf_value=-0.0057863576524195444 0.0082368139499682039 0.036905696717461155 -0.019569563992904899 0.015733957779813533 -0.0018734490364621379 -0.010914750030194554 0.020343762692404732 0.040118434581353862 0.029862481617537129 0.0037570300700176594 -0.043683327711330794 0.00078931276701080038 0.056715300372307646 -0.023672458056503282 -0.013290052162181546 -0.037345016601130189 leaf_weight=184.02344318432733 43.605417577549815 8.7869457532651705 6.4532262561842861 5.7941862922161809 1423.899458905682 48.862803843338042 22.510242683812976 18.162455599755049 8.6714517250657064 335.32537100464106 6.7085834355093512 20.691476737614725 5.6859183353371909 56.165027301758528 7.8637748872861275 11.328372155316172 leaf_count=4430 672 243 144 58 18151 1088 325 465 62 3022 92 302 101 996 77 215 internal_value=-0.0011993 -0.00729011 -0.000275869 -0.0203192 -1.41204e-05 0.00801561 -0.000842209 0.0181809 -0.000625858 -0.00079586 -0.00881508 -0.00755901 0.0146586 -0.0100703 -0.0295098 -0.0325457 internal_weight=2214.54 289.925 1924.61 23.5758 1901.04 133.141 71.373 61.7679 1767.9 1759.22 281.138 266.566 26.3774 240.188 14.5724 17.7816 internal_count=30443 6241 24202 417 23785 2550 1413 1137 21235 21173 5998 5829 403 5426 169 359 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=22 num_cat=0 split_feature=10 10 8 8 11 7 3 7 10 1 9 11 11 11 7 8 5 11 11 10 11 split_gain=3.84189 6.87064 5.51356 6.51929 4.20394 6.32807 8.87062 4.51196 4.91943 4.03209 3.46633 3.61339 8.34447 4.68092 3.17952 5.78742 3.20346 2.60526 2.53379 1.27186 0.38442 threshold=32.580000000000005 33.285000000000004 64.110000000000014 17382.360000000004 4959.5850000000009 0.17125000000000004 47011.205000000009 0.057350000000000005 1.9700000000000002 1.0000000180025095e-35 3708.0000000000005 485.69500000000005 470.65500000000003 7552.1800000000012 0.68535000000000013 6698.7300000000005 47.985000000000007 1.0000000180025095e-35 8110.7050000000008 8.3750000000000018 2566.7650000000008 decision_type=8 8 8 10 10 10 8 10 10 10 10 8 10 10 10 10 8 8 10 10 10 left_child=2 -2 4 17 7 6 -6 8 -1 -9 11 12 -3 -13 16 -16 -12 19 -7 -4 -19 right_child=1 10 3 -5 5 18 -8 9 -10 -11 14 13 -14 -15 15 -17 -18 20 -20 -21 -22 leaf_value=-0.016542658609185634 0.052600124124903974 0.0053629119631167848 0.0037496931397142936 0.020833668886580708 0.064282239653660395 0.019600038177059503 -0.013252367552692743 -0.0018736157165136016 0.018883640917171679 -0.018653416054871926 0.0072174229141978106 -0.0008833871565751745 0.059265694623807846 0.0055441815491995873 0.025871149705923521 -0.03122521062324787 -0.023960820878705821 -0.047464377714452687 -0.015554690977048195 -0.020286382405658013 -0.023898734104749242 leaf_weight=12.573809910565613 5.4993258072063327 253.78237664187327 6.2492503812536624 8.0843339897692186 9.6429772581905091 6.732846348546448 5.0489140655845413 92.218178668990731 34.1544991270639 58.600833051837981 9.7976529658772034 1233.7382902903482 6.4306804230436674 366.35333757195622 12.3808342916891 5.6265194844454518 36.079038993921131 11.326867777854206 14.039359156973658 24.343048070557415 7.7758708675391963 leaf_count=287 109 4169 471 141 109 79 67 1236 765 1166 356 15153 98 3201 161 81 857 508 140 999 271 internal_value=0.00045029 0.00126033 -0.00489388 -0.0185864 -0.00141229 0.014168 0.0381721 -0.00429175 0.00909938 -0.00850627 0.00108375 0.00148159 0.00693595 0.000587675 -0.0102683 0.00706375 -0.0171837 -0.0253823 -0.00355354 -0.0152549 -0.0397866 internal_weight=2220.48 1929.69 290.791 57.7794 233.011 35.4641 14.6919 197.547 46.7283 150.819 1924.19 1860.3 260.213 1600.09 63.884 18.0074 45.8767 49.695 20.7722 30.5923 19.1027 internal_count=30424 24185 6239 2390 3849 395 176 3454 1052 2402 24076 22621 4267 18354 1455 242 1213 2249 219 1470 779 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=31 num_cat=0 split_feature=3 11 5 5 3 5 8 11 11 5 3 5 10 5 5 11 11 8 8 1 0 11 1 1 5 0 11 9 5 5 split_gain=4.38175 6.73003 8.37646 6.46958 13.6987 13.6011 6.12464 6.46324 4.88659 3.83768 4.31196 3.64234 2.60835 2.54285 6.05571 7.52125 4.23028 3.47438 5.50028 4.76342 3.25379 3.06609 4.93764 2.97734 2.33084 2.28902 1.98654 1.8757 1.67842 0.894683 threshold=247.38500000000002 12863.275000000003 50.435000000000009 59.745000000000012 1029.3650000000002 55.895000000000003 2606.1650000000004 3505.9950000000003 361.43000000000006 74.045000000000016 14029.505000000003 75.670000000000016 70.695000000000007 13.915000000000001 49.025000000000013 541.23000000000013 1256.9100000000001 2915.7250000000004 1988.3650000000002 1.0000000180025095e-35 4.5000000000000009 842.46000000000015 14.500000000000002 1.0000000180025095e-35 42.365000000000002 10.500000000000002 917.22500000000002 1999.5000000000002 35.755000000000003 35.305000000000007 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 8 8 8 10 10 8 10 10 10 8 10 10 10 8 10 10 8 10 left_child=13 3 24 4 8 -6 11 -8 -2 10 -4 -5 -11 16 15 27 21 18 -16 -19 23 22 -1 -18 29 -22 -23 -15 -17 -3 right_child=1 2 9 6 5 -7 7 -9 -10 12 -12 -13 -14 14 17 28 20 19 -20 -21 25 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0064919001136625248 0.0082366136089597839 -0.015567944282231155 0.057327454094823177 -0.014620479664859482 -0.0057849924307750485 0.026141571617988649 0.031366069221615632 -0.015863168569131152 0.032685566616742226 -0.018825927215664263 0.017192907747745841 -0.0053192109376225963 0.014657571316282973 -0.011780859484058874 0.0026882050856368023 0.061328377098581438 0.00086094425744123791 -0.0024959820756341932 0.036891416088329021 -0.038615328367284325 -0.032638336537126639 -0.043004354995546251 0.029550097977966053 0.018730661092150932 -0.035096023699882781 0.0047256077034278747 -0.013087203281450474 0.015397876605977068 0.02703012330551928 0.0094635197029454866 leaf_weight=122.60228265170008 53.703385693021119 5.3383394312113541 10.580390850082042 194.89777258597314 445.94798210123554 35.023755856789649 18.250213630031798 10.672401321120558 33.803554524667561 6.4627150930464268 20.438898529857397 236.7753247837536 24.999237746000293 12.102140746545048 703.52272339630872 7.7641997262835503 53.764259234070778 54.051975511945784 10.991896108724175 10.121186058968304 7.8598831966519329 7.042430952191352 9.2728875540196878 41.153849747031927 8.1631195489317161 6.8381104804575452 26.636561565101147 11.257892142049966 12.875078264623882 7.0712100956588984 leaf_count=1531 1059 74 104 2834 8860 514 375 207 514 58 179 3229 228 288 7029 72 432 736 202 315 98 72 82 424 100 59 282 268 117 88 internal_value=-0.000326657 -0.00253951 0.0110546 -0.00365118 -7.1519e-05 -0.00340035 -0.00804872 0.0138237 0.0180002 0.0201329 0.0324014 -0.00955432 0.00725752 0.00191068 0.00330389 0.0211543 -0.00223343 0.00226301 0.00327219 -0.00877442 0.00533002 -0.00727327 -0.00371664 0.00877539 -0.0159406 -0.0157429 -0.0205469 0.00120653 0.0424016 -0.00128959 internal_weight=2209.99 1112.13 83.0539 1029.07 568.479 480.972 460.596 28.9226 87.5069 62.4812 31.0193 431.673 31.462 1097.86 822.687 43.9993 275.17 778.688 714.515 64.1732 109.616 165.554 131.875 94.9181 20.5727 14.698 33.679 23.36 20.6393 12.4095 internal_count=30430 18423 831 17592 10947 9374 6645 582 1573 569 283 6063 286 12007 9027 745 2980 8282 7231 1051 1013 1967 1613 856 262 157 354 556 189 162 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=15 num_cat=0 split_feature=7 10 5 0 4 5 5 11 2 7 7 2 7 5 split_gain=3.1973 3.73601 4.9024 4.14684 3.73501 8.40446 6.21737 3.66992 2.73698 2.58074 3.50534 3.10804 2.47932 1.76204 threshold=6.2646000000000006 279.59500000000008 231.98000000000005 1.0000000180025095e-35 1.0000000180025095e-35 33.045000000000009 126.59000000000002 15341.220000000003 7.5000000000000009 0.57935000000000014 0.45865000000000006 1.0000000180025095e-35 1.8499000000000001 281.31500000000005 decision_type=10 10 10 10 10 8 10 10 10 10 10 10 10 8 left_child=1 2 4 12 6 -6 -1 -2 9 10 -3 -11 -4 -5 right_child=7 8 3 13 5 -7 -8 -9 -10 11 -12 -13 -14 -15 leaf_value=0.00016375973028187019 -0.0025707557619966768 -0.0090568799963083434 0.03708872012994905 0.0088557875461866015 -0.015871018147687981 -0.0007854846203795943 0.010712017215942173 0.051765415511806724 0.021711082177845165 -0.011034929638212917 0.034531219126138553 -0.038045726525575418 0.0089129955043093755 -0.023069998217096231 leaf_weight=1182.7046818519011 5.577005270868538 18.321607405319813 18.707813557237387 8.6428413446992618 107.48197120241821 626.83341844007373 157.57501325011253 5.3610446713864803 5.2375667840242377 44.260850101709366 5.048861537128686 14.131899133324621 15.209422618150709 6.7525166561827055 leaf_count=13921 57 214 152 92 3369 10521 1248 45 50 399 55 192 121 93 internal_value=-5.57347e-05 -0.000197234 0.000218638 0.0156413 -0.000152906 -0.00301894 0.00141469 0.0257474 -0.0102936 -0.0126418 0.00118509 -0.0181866 0.0252143 -0.00539516 internal_weight=2221.85 2210.91 2123.91 49.3126 2074.6 734.315 1340.28 10.938 87.0008 81.7632 23.3705 58.3927 33.9172 15.3954 internal_count=30529 30427 29517 458 29059 13890 15169 102 910 860 269 591 273 185 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=30 num_cat=0 split_feature=1 2 8 3 7 5 9 7 8 7 5 7 1 5 2 5 2 0 7 2 7 8 7 4 8 2 7 7 4 split_gain=4.14229 6.08038 5.62543 5.29543 3.55992 5.65713 5.71915 4.95376 4.26343 3.57317 3.52392 3.31064 4.13134 7.95696 5.32097 3.21231 2.99961 4.60345 2.68384 2.62623 3.86726 3.3673 2.39975 2.24919 2.48374 2.01573 1.76523 1.47433 1.38379 threshold=1.0000000180025095e-35 2.5000000000000004 280.04000000000002 551.16500000000008 0.40295000000000009 127.92500000000003 5625.0000000000009 0.074450000000000002 4419.9300000000012 0.068050000000000013 139.98000000000005 0.35235000000000005 3.5000000000000004 117.31500000000001 8.5000000000000018 99.955000000000013 12.500000000000002 4.5000000000000009 0.034350000000000006 1.5000000000000002 0.17665000000000003 3099.9750000000004 0.59935000000000016 5.5000000000000009 600.0200000000001 5.5000000000000009 0.29645000000000005 0.38885000000000008 1.0000000180025095e-35 decision_type=10 8 8 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 8 10 left_child=1 4 11 15 7 6 -6 9 -9 -1 -7 16 13 -13 -14 26 18 -18 -2 20 21 -4 -22 24 -21 27 -3 -5 -17 right_child=2 3 19 25 5 10 -8 8 -10 -11 -12 12 14 -15 -16 28 17 -19 -20 23 22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.0012999066589006233 0.011844597025395436 0.013168864467382264 0.033265240658800363 0.039677864103697218 -0.0032860690068858655 0.021809167019376116 0.029110944550877982 0.0062818453207683063 0.027535427797925546 -0.035599375208842002 0.0040291427459028572 0.0031186095601246993 0.012271388042990015 -0.015206680327806699 -0.010643911727689246 0.010419153824344937 0.046967322896503023 -0.013727992059333026 -0.0084487360962177353 -0.0019604238388301631 -0.028796594968814638 -0.0086783239885958961 0.00070097971544467964 0.00021452097341119881 -0.042887288570023316 0.066863832386034008 -0.016245949757581354 0.0030785397336183986 0.042912456038026396 leaf_weight=126.62696236558259 16.647888325620443 6.9874906726181534 7.8093114355579045 6.5449288594536492 612.14525055140257 32.927891626954079 12.913170895539222 403.12720751110464 24.390173384919763 7.1169255953282109 167.6941745262593 224.15573280956596 136.67776121757925 79.306974017992616 30.000298552215099 9.8675171434879285 5.6345868259668332 5.0594141595065594 202.57309938175604 5.1332585751079085 18.354897301178429 9.4926471461076272 10.133480999618767 5.6714710318483403 16.844235797878355 5.1347736762836567 12.894692852161823 5.1156324734911331 5.3498616786673656 leaf_count=2866 451 105 415 172 6050 229 154 4620 345 109 1364 3800 1547 925 237 88 50 59 3868 176 611 430 257 309 875 69 159 93 53 internal_value=0.000924348 0.00251161 -0.00202122 0.0191618 0.00187166 -0.000211908 -0.00256336 0.00494064 0.00756747 -0.00341285 0.00706585 -0.00062331 0.00177336 -0.00168832 0.00807818 0.00748409 -0.00553224 0.019106 -0.00683815 -0.0150921 -0.00732129 0.0107631 -0.0184666 -0.0270824 -0.034047 0.0414934 -0.00553325 0.0255276 0.0240926 internal_weight=2212.33 1438.84 773.495 51.8949 1386.94 825.68 625.058 561.261 427.517 133.744 200.622 700.056 470.141 303.463 166.678 35.0996 229.915 10.694 219.221 73.4393 45.7903 17.302 28.4884 27.649 21.9775 16.7953 19.8822 11.6606 15.2174 internal_count=30486 16476 14010 739 15737 7797 6204 7940 4965 2975 1593 10937 6509 4725 1784 405 4428 109 4319 3073 1713 845 868 1360 1051 334 264 265 141 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=25 num_cat=0 split_feature=1 8 7 6 11 11 11 2 4 11 10 5 8 7 9 4 11 11 10 7 4 7 2 5 split_gain=6.57654 3.89726 3.24977 3.09267 3.28317 6.81853 4.33174 2.98203 4.80508 3.63026 2.78241 5.67645 4.63856 2.73863 2.51494 2.24848 2.22428 2.70063 7.41706 4.94504 1.52551 1.33788 1.15533 0.973364 threshold=1.0000000180025095e-35 651.55000000000007 0.50465000000000015 1.5000000000000002 3558.8500000000008 1847.4550000000002 13718.975000000002 5.5000000000000009 1.0000000180025095e-35 2029.8550000000002 77.245000000000019 96.085000000000022 25118.360000000004 0.62280000000000013 10005.500000000002 4.5000000000000009 199.68500000000003 696.96000000000015 1.9700000000000002 0.51515000000000011 1.0000000180025095e-35 0.10645 4.5000000000000009 77.445000000000007 decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 10 10 10 8 left_child=3 16 15 7 5 14 -6 10 9 -9 12 -12 -1 -4 -5 21 20 18 -18 -19 22 -3 -2 -22 right_child=1 2 13 4 6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 17 19 -20 -21 23 -23 -24 -25 leaf_value=0.0037709613590171664 -0.010487427347747264 -0.017400620474560174 0.028124377976919159 -0.023410989465327256 -0.044481932720045927 0.041758542913942792 0.008262911066316438 0.020561117389956161 0.046582617116072339 -0.027703978390052356 -0.0058615894241068854 0.0036281918165998414 0.04007088073215298 -0.012805113010702357 0.0094105408767018849 0 -0.03295375680058367 -0.0096080439563137887 0.0079555714570138016 0.00026546708039474975 -0.032164877367700323 -0.039650984621961205 0.011751699781624892 -0.0074877230145566839 leaf_weight=710.14372370298952 23.436888148076836 18.113939067348838 5.782519533298907 16.799129412043847 11.073228898458185 6.3476168052293351 5.1244320292025796 8.6194031853228825 8.9166969042271358 5.5379323773086062 266.94320178497583 381.40756989456713 7.9576783478260031 9.1980353808030486 7.7558293784968546 8.8151839796919358 11.137840917333959 205.12606470566243 124.18598205782473 326.99768454767764 11.806428302545099 15.802971455734221 6.5870056524872771 7.8117885505780604 leaf_count=8765 435 950 184 710 255 156 65 86 88 46 2799 3183 65 263 206 541 176 3661 2223 4203 395 634 112 158 internal_value=-2.63111e-05 -0.00373861 -0.0161455 0.00197354 -0.0104762 -0.000547679 -0.0279942 0.00240637 0.0198805 0.000769195 0.00209332 -0.000274312 0.00423534 0.00345214 -0.0128859 -0.023052 -0.00271202 -0.00193352 0.00433482 -0.00354213 -0.0128355 -0.0287496 -0.00522565 -0.0234209 internal_weight=2211.43 774.802 57.7126 1436.63 47.1002 30.9026 16.1977 1389.53 23.074 14.1573 1366.45 648.351 718.101 14.9806 24.555 42.7321 717.09 667.448 135.324 532.124 49.6421 33.9169 30.0239 19.6182 internal_count=30359 13935 2572 16424 1392 1072 320 15032 220 132 14812 5982 8830 447 916 2125 11363 10263 2399 7864 1100 1584 547 553 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=21 num_cat=0 split_feature=9 9 7 8 8 5 4 8 8 3 8 10 5 6 5 8 10 4 8 8 split_gain=2.93945 5.81707 2.89159 4.07232 5.95504 3.31375 3.02313 3.01596 2.85418 2.66896 6.24429 7.52112 5.29551 3.42106 2.62978 4.29666 3.21117 2.47134 2.3317 1.54513 threshold=879.50000000000011 677.00000000000011 0.015050000000000003 6477.2300000000005 9463.1000000000022 34.735000000000007 1.0000000180025095e-35 3910.5500000000006 2068.3750000000005 1.0050000000000001 9277.5450000000019 42.530000000000008 88.905000000000015 1.5000000000000002 89.305000000000021 2000.1250000000002 98.02500000000002 4.5000000000000009 8946.8550000000014 1000.4250000000001 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 left_child=1 2 5 7 -5 6 -1 -4 -7 14 12 -12 13 -11 15 19 -16 -18 -17 -2 right_child=9 -3 3 4 -6 8 -8 -9 -10 10 11 -13 -14 -15 16 18 17 -19 -20 -21 leaf_value=-0.0070326055742712754 0.00340121849659742 0.043764892301412048 0.00063607987694667446 0.057242770412824995 0.0019925930787736564 0.017273316246519836 -0.04599534855614254 -0.026352260231223945 -0.010652334798098273 -0.031658587839434413 -0.016095621503312289 0.053563278783619675 0.025114418954768521 -0.0067044161835691203 -0.031232564693308314 0.034433065815308507 -0.0088808972959360209 0.025050371081251462 0.0030717538005685576 -0.02997266350892518 leaf_weight=11.250032485462727 6.067190610803662 6.7657285183668128 1967.6594928791746 6.8118123132735517 13.718497859314082 12.4677392905578 9.2226343089714629 9.3999520214274508 27.370063439011574 40.346466202754527 7.3868033997714502 6.2823553252965212 5.3470461927354327 22.394118641968817 10.343395623378454 13.766584005206825 17.412598932161931 6.5591693315654984 10.886580842547117 5.9745162846520543 leaf_count=315 189 204 23568 78 137 304 460 136 463 1503 303 127 141 1225 221 353 250 127 188 168 internal_value=6.70708e-05 0.00056573 0.000400088 0.000730345 0.0223637 -0.0102905 -0.0261422 0.000491978 -0.00158125 -0.00659971 -0.0127039 0.0170477 -0.0189095 -0.023075 0.000437715 0.00968205 -0.00930036 0.000834526 0.0214387 -0.0138025 internal_weight=2217.43 2064.67 2057.9 1997.59 20.5303 60.3105 20.4727 1977.06 39.8378 152.767 81.7568 13.6692 68.0876 62.7406 71.01 36.6949 34.3152 23.9718 24.6532 12.0417 internal_count=30460 25665 25461 23919 215 1542 775 23704 767 4795 3299 430 2869 2728 1496 898 598 377 541 357 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=23 num_cat=0 split_feature=7 7 10 5 7 10 5 10 7 1 10 10 11 5 6 7 5 1 11 10 11 1 split_gain=3.66424 4.96912 7.80055 5.85717 5.46629 4.63348 4.97262 6.15507 4.00908 3.54776 4.61381 5.1083 4.15787 3.49784 2.78304 3.65486 3.34347 2.36293 2.44228 2.10739 2.04977 1.74479 threshold=0.7722500000000001 0.64945000000000008 151.29000000000005 98.25500000000001 0.65440000000000009 47.715000000000011 127.92500000000003 122.09500000000001 0.73065000000000013 1.0000000180025095e-35 147.06000000000003 212.65500000000003 9799.2400000000016 131.67500000000004 3.5000000000000004 0.091950000000000018 60.645000000000003 12.500000000000002 26263.760000000006 42.035000000000004 1332.1650000000002 2.5000000000000004 decision_type=8 10 8 10 10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=1 9 3 4 -3 19 17 13 -5 14 12 -12 -11 -8 15 -1 -16 18 -7 -2 -9 -4 right_child=5 2 21 8 -6 6 7 20 -10 10 11 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.0061955802201523963 0 0.046879561397695939 -0.0089804498391539301 0.013755484492975921 0.0038120594233208879 -0.010864042503501932 0.042454569383399164 -0.018950316212831487 0.047547998148279758 -0.007350957340229735 0.023101496497800824 -0.0055389075349943917 0.009211604932761009 0.0089804467899384927 -0.0011298533751675887 0.0023206261620893898 0.046469034587078246 0.016492149258220574 0.0085586111412455541 0.04031702988021816 -0.0018580489457561715 -0.044473244164076678 leaf_weight=150.2535473187454 5.0502121420577151 6.7598853567615143 8.5457835849374515 24.959406580775976 166.61253765784204 286.27479028329253 9.0840851850807649 18.615339332260191 14.319472765550016 398.26068538799882 30.126861614175141 30.097985330969095 40.757631822954863 41.745005076751113 6.8581578060984594 749.13358314521611 6.4122858429327607 7.7897393107414237 16.145079482346773 7.3447095304727554 180.79355789721012 6.4282311759889117 leaf_count=3140 47 94 88 236 2172 3173 73 193 135 8992 332 376 610 352 256 8093 132 43 113 102 1603 60 internal_value=-0.000705043 0.000495521 0.00733576 0.00984419 0.00577918 -0.00414475 -0.00483888 0.000388025 0.0270736 -0.000608129 -0.00399499 0.00884981 -0.00578452 0.0157631 0.00124143 0.000887036 0.0231642 -0.00905906 -0.00978587 0.0248858 -0.0035652 -0.0263605 internal_weight=2212.37 1639.53 227.625 212.651 173.372 572.843 560.448 250.238 39.2789 1411.9 499.243 60.2248 439.018 50.8291 912.658 899.387 13.2704 310.21 302.42 12.3949 199.409 14.974 internal_count=30415 24716 2785 2637 2266 5699 5550 2221 371 21931 10310 708 9602 425 11621 11233 388 3329 3286 149 1796 148 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=16 num_cat=0 split_feature=6 10 1 2 11 1 1 4 2 5 8 5 9 4 5 split_gain=5.43034 4.6522 3.54569 5.04418 4.4816 3.28616 8.56304 3.79846 3.07122 4.84498 2.86234 2.72806 2.50238 2.04055 1.35211 threshold=1.5000000000000002 147.06000000000003 7.5000000000000009 17.500000000000004 7552.1800000000012 2.5000000000000004 3.5000000000000004 8.5000000000000018 8.5000000000000018 33.910000000000004 10003.750000000002 142.69500000000002 24150.000000000004 2.5000000000000004 87.285000000000011 decision_type=10 8 8 10 8 10 10 10 10 10 10 10 10 10 8 left_child=2 10 3 5 8 7 -7 -1 11 -10 13 -4 -12 -2 -15 right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 12 -13 -14 14 -16 leaf_value=-0.00086316296533533998 -0.0032420892448375414 0.026709152224533819 0.006189757584218602 0.035921157804745453 0.032228283350611169 -0.020710710241130848 0.00038956665318728686 0.013647196458092765 0.0076735880720989712 -0.028385961451274991 0.017862531808100084 0.036747306887697277 -0.022693197525460486 -0.022795346809546171 -0.047386174912985857 leaf_weight=1783.4272239664569 9.3210137849673611 5.1060019973665467 59.312801332212985 8.1981641575694066 15.356537342071531 73.537535987328738 134.11193866282701 45.247468141838908 21.004987413994968 15.111079245805739 8.0436721034347993 7.5933717638254157 5.5528581887483588 26.804338467074565 9.3992824088781983 leaf_count=22616 356 87 540 61 85 1519 2287 618 209 126 241 39 123 1414 253 internal_value=-0.000947494 -0.0151644 -0.000516201 -0.00100697 0.00785547 -0.00117566 -0.00712242 -0.000494133 0.00389949 -0.00763743 -0.0192481 0.0102215 0.000536948 -0.0251491 -0.0304162 internal_weight=2227.13 64.2272 2162.9 2044.52 118.379 2036.32 207.649 1828.67 103.022 36.1161 59.1212 66.9062 13.5965 45.5246 36.2036 internal_count=30574 2474 28100 27101 999 27040 3806 23234 914 335 2387 579 364 2023 1667 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=21 num_cat=0 split_feature=3 7 0 7 9 3 8 10 4 8 8 10 7 7 7 8 7 7 4 3 split_gain=3.58328 7.16193 8.85327 6.11905 5.75414 5.38433 3.48105 8.4382 9.45354 4.83354 3.99367 3.41077 4.53813 3.31196 3.12591 3.07627 2.8553 1.1731 1.09628 0.43259 threshold=5863.6950000000006 0.44715000000000005 2.5000000000000004 0.39385000000000003 333.00000000000006 5650.2650000000003 9277.5450000000019 74.865000000000023 1.5000000000000002 885.21000000000015 25118.360000000004 71.765000000000015 0.62280000000000013 0.13275000000000003 0.43975000000000003 1988.3650000000002 0.64945000000000008 0.071350000000000011 1.0000000180025095e-35 8712.4300000000021 decision_type=8 10 8 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 left_child=5 3 11 4 13 6 9 8 -8 14 -9 12 -3 -2 -1 -11 -13 -6 19 -5 right_child=1 2 -4 18 17 -7 7 10 -10 15 -12 16 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.0038387617334483012 0.0049790845604680218 0.019357441648440117 0.062734676428310349 -0.020846282276956455 -0.0418336052099786 0.035641871653644741 0.068567791660158112 0.0066538307432906525 0.0085264201480897538 -0.019223792493659114 -0.034298119825432148 -0.02048548868557994 -0.02019134608867787 -0.0082757001000037765 -0.00069517090770584598 -0.0034319713894497717 0.013652839622693716 -0.016670189229777085 -0.012504193553079558 -0.046053847878435701 leaf_weight=576.54962048120797 72.123426921665668 35.378356561996043 5.8246144605800501 6.2182054817676606 10.420910467393698 9.9551660437136871 9.7697330946102756 15.135512902401389 18.220756828784943 46.219285264145583 8.4152200846001488 19.674057543277744 8.077668368816374 130.54434495884925 1108.0692257368937 93.583955156151205 7.7119112107902756 13.360962859820573 7.3581711882725349 11.333238538354633 leaf_count=7835 1667 350 98 69 795 170 156 243 329 1293 112 181 81 1798 12168 2255 63 625 132 110 internal_value=-0.000153161 -0.00496989 0.00829785 -0.00905332 -0.00636058 0.000684175 0.000477111 0.0131664 0.0312979 0.000108873 -0.00857658 0.00294153 0.0116048 -0.00353288 0.000854928 -0.00878775 -0.0105537 -0.0291414 -0.0321494 -0.0389978 internal_weight=2213.94 328.026 76.6666 251.359 226.45 1885.92 1875.96 51.5412 27.9905 1824.42 23.5507 70.842 43.456 202.668 1684.62 139.803 27.386 23.7819 24.9096 17.5514 internal_count=30530 5969 773 5196 4885 24561 24391 840 485 23551 355 675 431 3465 20003 3548 244 1420 311 179 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=24 num_cat=0 split_feature=1 0 10 10 7 3 7 10 11 11 2 1 3 3 10 11 5 11 11 7 7 7 5 split_gain=3.01322 6.62766 4.81708 5.82154 4.20857 3.63235 5.81045 7.17875 5.9072 3.97775 3.68144 13.4874 4.01898 3.7456 3.66618 3.70244 3.20327 4.5475 3.87657 2.72878 2.48378 0.436524 0.00841258 threshold=1.0000000180025095e-35 14.500000000000002 75.295000000000016 74.475000000000009 0.37695000000000006 327.44000000000005 0.86295000000000011 25.645000000000003 14230.710000000001 786.81000000000006 1.5000000000000002 3.5000000000000004 659.69500000000016 2531.0800000000004 562.66500000000008 18758.400000000005 96.085000000000022 11233.26 442.11500000000007 0.28665000000000007 0.74975000000000014 0.52595000000000014 59.745000000000012 decision_type=10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 left_child=1 2 3 4 -1 6 7 9 -9 -2 11 13 22 -7 15 -8 17 -4 -18 -13 -14 -5 -12 right_child=5 -3 16 21 -6 10 14 8 -10 -11 12 19 20 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 leaf_value=0.0068933099681166912 -0.028109017906526281 0.053818835814368561 -0.0068306074322920102 0.050741966485514572 -0.00093755714092444973 0.00064157086716304249 -0.006594373715606114 0.0063510949433359934 0.048960654142307117 0.0025316585599670003 -0.018616571335486921 0.0067835509693453203 -0.010676859992178283 -0.013856492986123868 0.027661628715272474 -0.034928330318799071 0.018112078144399281 0.01631165824968096 0.00020055857690718466 0.041343960922905432 0.021026423543301819 0.022451594125871732 -0.036463216642259925 leaf_weight=449.54498702753335 22.563828572165221 5.1324860230088225 282.99509191326797 5.0571152400225374 275.08723310939968 83.400496925227344 116.53397683613002 261.30974829616025 7.4744600784033528 18.462063102051616 5.0627633710391846 9.4038535216823238 92.156726367305964 92.903548049973324 5.9645876176655284 12.067235566675661 31.922724743373692 21.887995403259993 374.38484155386686 17.772007072344422 5.6030069142580023 6.9966536555439243 14.577974091749637 leaf_count=6768 433 42 3143 58 2884 1794 1392 3722 67 224 130 188 2823 2295 66 128 398 155 3071 226 107 68 341 internal_value=0.000579398 0.00191807 0.00169363 0.00452603 0.00391645 -0.00195504 0.000963134 0.00473853 0.00773162 -0.0144693 -0.00600228 -0.00188449 -0.0130208 -0.00700506 -0.00766291 -0.00954065 -0.00123553 -0.00510495 0.00166112 0.0302274 -0.00861468 0.0376817 -0.03323 internal_weight=2218.27 1453.01 1447.88 736.686 724.632 765.256 444.376 309.81 268.784 41.0259 320.88 203.48 117.4 176.304 134.566 128.601 711.191 304.883 406.308 27.1759 97.7597 12.0538 19.6407 internal_count=30523 16587 16545 9778 9652 13936 6032 4446 3789 657 7904 4503 3401 4089 1586 1520 6767 3298 3469 414 2930 126 471 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=22 num_cat=0 split_feature=10 10 6 10 4 3 5 1 1 9 3 2 5 2 2 8 5 6 10 3 10 split_gain=2.44738 10.3333 4.23544 3.50156 6.45836 3.41916 7.05985 6.63846 5.33905 4.92286 3.2308 6.30419 4.76208 4.34149 3.05032 2.80453 2.70337 2.55214 2.37212 2.07138 1.83087 threshold=76.745000000000019 74.475000000000009 2.5000000000000004 80.965000000000018 1.0000000180025095e-35 3783.6800000000007 55.895000000000003 2.5000000000000004 2.5000000000000004 5912.0000000000009 60.920000000000009 1.0000000180025095e-35 64.665000000000006 1.0000000180025095e-35 17.500000000000004 1081.8800000000003 67.105000000000004 1.0000000180025095e-35 62.605000000000011 1235.45 79.335000000000022 decision_type=10 10 10 10 10 10 10 8 10 8 10 10 10 8 10 10 10 10 10 8 10 left_child=1 5 3 4 20 8 17 -8 9 -1 13 12 -12 -3 15 -5 -6 -7 -10 -13 -2 right_child=2 10 -4 14 16 6 7 -9 18 -11 11 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.0033256661006745695 -0.010469525674346893 0.017762592213518863 -0.033403823162409779 -0.0015249820150248479 -0.023885356859914136 -0.005023080489996167 0.0053675539152959065 0.056258001000932568 -0.0033575409843749036 0.0249012799502282 0.051325077656013351 -0.036163331995467743 0.0086981345368744006 0.07191140064076354 0.024082457395083249 0.010751685741032762 0.01042547254938811 -0.01979966437110188 -0.021326968798354912 0.0035653278922092805 -0.029437700008429313 leaf_weight=549.18055393756367 25.673297453671694 10.655818002298476 9.5167756681330484 926.54044033680111 5.8449598317965856 284.95166650600731 72.433979751542211 6.113025023136287 65.888185444287956 26.921905060298741 10.55913280323148 5.4405754590406987 17.142439243383706 5.9658834822475901 11.358455024659632 47.915566153358668 33.794488952495158 32.167747489409521 25.251104621682316 5.9435529853217313 30.94134927727282 leaf_count=8084 287 98 261 9724 115 4519 853 100 1270 542 110 125 176 74 66 765 525 1856 460 127 337 internal_value=-0.000115233 0.00152527 -0.00180079 -0.00148764 -0.0105423 0.000410589 -0.00326154 0.0100485 0.00259722 0.00438398 0.0223231 0.0136688 0.0263428 0.0404594 -0.000588698 -0.000905789 0.00477995 -0.00659522 -0.00856786 -0.0164046 -0.0212539 internal_weight=2210.2 1118.62 1091.59 1082.07 96.2541 1062.91 395.666 78.547 667.242 576.102 55.7074 39.0857 27.7016 16.6217 985.814 974.456 39.6394 317.119 91.1393 11.3841 56.6146 internal_count=30474 18394 12080 11819 1264 17684 7328 953 10356 8626 710 538 286 172 10555 10489 640 6375 1730 252 624 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=14 num_cat=0 split_feature=10 1 3 11 11 0 1 3 2 1 3 11 11 split_gain=3.1668 2.54976 7.59283 4.22741 4.11787 3.47604 3.70347 3.8067 3.08008 2.84153 2.3727 0.864469 0.130537 threshold=562.66500000000008 3.5000000000000004 10467.485000000002 6249.5650000000014 827.59500000000014 12.500000000000002 2.5000000000000004 1617.7250000000001 3.5000000000000004 4.5000000000000009 44902.67500000001 6039.9600000000009 14885.475 decision_type=8 10 10 10 8 10 10 10 8 10 10 10 10 left_child=1 5 3 4 -3 6 10 -8 -4 -5 -1 -2 -13 right_child=11 2 8 9 -6 -7 7 -9 -10 -11 -12 12 -14 leaf_value=-0.0010046505101823219 -0.033881888941544334 0.0075681468835041054 0.06126389377341887 0.044997243070270712 -0.0066725326953193153 0.026120735516914254 -0.018982731238953249 0.0068640885206986378 0.013247471034523726 0.0097379926391430935 0.015244977028478752 -0.01529370879567047 -0.0043451077300147465 leaf_weight=1831.4749003979377 6.354589361697438 86.68015294498764 6.6599914235994193 6.895153089426457 119.39586282614619 10.664459046907721 53.488949328660965 18.363868183689192 7.7801848826929936 26.207559552974999 21.714524314971641 8.8086159303784388 7.5045181065797797 leaf_count=24529 82 1429 132 84 1425 98 1013 605 203 182 533 91 64 internal_value=-0.000653676 -0.000454467 0.0042457 0.00202115 -0.000650819 -0.00107474 -0.00124148 -0.0123047 0.0382506 0.0183331 -0.000803432 -0.0188506 -0.0110877 internal_weight=2211.99 2189.33 253.619 239.179 206.076 1935.71 1925.04 71.8528 14.4402 33.1027 1853.19 22.6677 16.3131 internal_count=30470 30233 3455 3120 2854 26778 26680 1618 335 266 25062 237 155 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=23 num_cat=0 split_feature=3 7 10 5 5 10 10 7 10 5 7 3 7 10 8 0 0 10 3 5 7 0 split_gain=2.35065 5.96379 7.20488 5.09715 8.92448 4.66043 7.33118 6.92547 5.04283 4.79609 4.0657 3.86133 3.52664 3.24458 2.89439 2.53298 5.05638 2.2458 0.884159 0.620929 0.236968 0.174466 threshold=335.71000000000004 0.91505000000000014 111.12000000000002 15.320000000000002 13.915000000000001 77.245000000000019 10.785000000000002 1.1171000000000002 83.545000000000016 34.355000000000011 0.35785000000000006 382.40000000000003 0.45865000000000006 84.495000000000019 2541.4250000000006 4.5000000000000009 1.0000000180025095e-35 136.88500000000002 730.82000000000005 107.16000000000001 0.18565000000000001 12.500000000000002 decision_type=10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 10 10 8 10 8 10 8 left_child=5 2 3 4 -2 6 15 9 10 -8 20 -5 -12 -10 -15 16 -1 19 -3 -4 -7 -17 right_child=1 18 17 11 -6 8 7 -9 13 -11 12 -13 -14 14 -16 21 -18 -19 -20 -21 -22 -23 leaf_value=-0.010705338320852777 0.0041584844317921268 0.01340512335340511 -0.038716773842516226 -0.028744783533702106 0.055805906940716646 -0.02390174767248409 0.023926790166123892 0.061736961200208745 0.028982773972440451 0.00573887406392601 0.026901583558911108 -0.0022987064385273921 -0.012188074407700736 0.00071130241216382914 -0.0136746002610642 -0.036365049516611514 0.018297955227600582 -0.0013964434777353771 0.046454703428974377 -0.013100866907913676 -0.048324899532927158 -0.014806066225899689 leaf_weight=54.297162543982267 71.650966411922127 5.3563838964328152 17.207283191848546 13.05932566244155 8.5520183574408275 7.4004365764558298 44.428091372363269 5.5427823290228835 8.7922258926555497 192.27774444594979 5.6227219775319091 935.141029587714 43.013928721658885 722.45641149021685 35.73904890101403 5.2141291256993982 19.589874484110624 7.4083025036379722 5.5684787090867758 5.0520085496827987 6.0108902072533965 5.1284326799213895 leaf_count=511 2273 54 229 232 203 128 678 42 105 2589 74 14533 476 7133 524 87 317 94 49 61 78 55 internal_value=-0.000296651 -0.00198737 -0.00238589 -0.00166686 0.0103466 0.00126352 0.00631535 0.0107301 -0.0007251 0.00925995 -0.0143203 -0.00269811 -0.00711739 0.000385436 9.48963e-06 -0.00629989 -0.00280719 -0.0262804 0.033153 -0.0339311 -0.0377887 -0.0283635 internal_weight=2224.51 1069 1058.07 1028.4 80.203 1155.51 326.478 242.249 829.036 236.706 62.048 948.2 48.6367 766.988 758.195 84.2296 73.887 29.6676 10.9249 22.2593 13.4113 10.3426 internal_count=30525 17728 17625 17241 2476 12797 4279 3309 8518 3267 756 14765 550 7762 7657 970 828 384 103 290 206 142 is_linear=0 shrinkage=0.05 Tree=103 num_leaves=24 num_cat=0 split_feature=11 11 1 2 1 11 5 10 0 2 0 11 5 10 10 10 5 4 7 1 10 7 4 split_gain=3.92605 4.36667 4.01888 7.33571 4.59265 6.06268 6.58212 4.71718 3.78068 4.58047 5.35769 3.77201 2.99824 3.47047 2.88472 5.892 5.88429 2.826 2.38017 1.48265 1.32479 1.93768 0.694135 threshold=1295.9400000000003 1313.4200000000003 2.5000000000000004 5.5000000000000009 4.5000000000000009 827.59500000000014 33.045000000000009 84.895000000000024 2.5000000000000004 1.5000000000000002 3.5000000000000004 6542.8100000000004 3.3350000000000004 475.64000000000004 72.795000000000016 64.765000000000015 185.13500000000002 11.500000000000002 0.27925000000000005 8.5000000000000018 51.135000000000012 0.47185000000000005 1.0000000180025095e-35 decision_type=10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 8 10 left_child=2 -2 3 14 7 6 -6 22 12 10 -10 -11 13 -3 15 -1 -16 -14 -9 -7 -5 -22 -4 right_child=1 8 4 20 5 19 -8 18 9 11 -12 -13 17 -15 16 -17 -18 -19 -20 -21 21 -23 -24 leaf_value=-0.001946544060267692 0.03489618404037962 0.013771712547945656 -0.023611721520442344 0.0054574280742924856 -0.008824800949728628 -0.010043201465830749 0.022235407126953585 -0.029663097300576709 -0.017904868892287224 -0.022105009539079921 0.023176632608513388 0.00076296383065620709 0.00093058655002462162 -0.022060103947348097 -0.0088075518625441891 0.015226014346923437 0.013618527152704788 0.019177207463801509 0.0051342071889295031 -0.036156027531429526 0.057441578517754201 0.01626173824607376 -0.042166267867260285 leaf_weight=352.22453876468353 8.6784842200577241 80.533521724864841 19.648185811005533 5.5257451999932528 38.622999033657834 12.31466199969873 28.870156087912619 5.5471446597948697 11.621141844894739 50.775424721185118 20.311451972462237 26.93452812358737 1144.9996855496429 6.3766048662364474 243.2285979129374 57.15556351095438 32.169039963744581 20.665136168245226 18.400547531433403 12.055379606783388 5.63523601461202 7.8665980184450754 14.915219551883636 leaf_count=7206 97 716 438 88 540 181 478 98 241 1031 299 412 12663 61 3354 841 367 313 321 102 75 94 592 internal_value=-0.000245005 0.00141014 -0.00290578 -0.00130603 -0.0103021 -0.0031901 0.00451885 -0.0211427 0.00116769 -0.00768453 0.00798442 -0.0142064 0.00195206 0.0108648 -0.0021821 0.000470077 -0.00613009 0.00127451 -0.0035916 -0.0240738 0.0285076 0.0365695 -0.0327197 internal_weight=2225.08 1370.9 854.18 703.805 150.374 91.8632 67.4932 58.5111 1362.22 109.643 31.9326 77.71 1252.57 86.9101 684.778 409.38 275.398 1165.66 23.9477 24.37 19.0276 13.5018 34.5634 internal_count=30608 15833 14775 12025 2750 1301 1018 1449 15736 1983 540 1443 13753 777 11768 8047 3721 12976 419 283 257 169 1030 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=19 num_cat=0 split_feature=6 10 5 5 6 7 7 5 10 1 10 7 10 5 3 3 5 11 split_gain=4.24076 3.50589 3.91864 3.97794 6.08526 3.50657 2.02719 10.7212 3.97003 3.92212 4.05951 3.02566 3.82542 2.80821 2.47611 2.02327 0.255657 0.0775841 threshold=1.5000000000000002 29.260000000000002 75.105000000000004 58.795000000000009 2.5000000000000004 0.7824000000000001 1.2213500000000004 131.67500000000004 475.64000000000004 1.0000000180025095e-35 103.98500000000001 1.0505500000000001 78.845000000000013 573.50000000000011 247.38500000000002 5555.8300000000008 122.62000000000002 3275.1250000000005 decision_type=10 8 10 8 10 10 10 10 8 10 8 8 8 8 10 10 10 10 left_child=6 -2 3 15 -5 17 8 16 11 10 -9 14 -13 -11 -1 -3 -8 -4 right_child=1 2 5 4 -6 -7 7 9 -10 13 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=0.0024384415879052453 -0.037972898882901437 0.0024609079201686904 -0.039050796651037903 -0.0098298282124014789 0.055119470216773062 0.0027438664267728317 0.028523776453925176 0.042692672623552148 -0.031125347814600541 -0.015840750649683828 0.0038938332762272713 0.027733415437859055 -0.011424044761264929 0.019640856272131111 -0.0012559062995456251 -0.03420661864393526 0.05708974882940096 -0.018827813931323416 leaf_weight=785.68745445087552 10.584007455036042 9.0196312777698058 10.969213948585098 6.0963470404967648 6.6952579012140632 9.4912085742689651 6.3473611362278444 6.2225845400244015 9.3955268152058107 38.656615052372217 117.60786935687065 5.6892407713457942 89.765398135408759 5.4996704868972293 1068.8652261961251 5.0584550164639941 6.9641399681568146 5.0311224064789704 leaf_count=8623 776 394 352 184 174 199 55 46 115 446 950 42 752 66 16701 250 49 146 internal_value=-0.000216199 -0.0129053 -0.00712789 0.00598574 0.0253344 -0.0208434 0.000160428 0.00520523 -0.000306221 0.00162533 0.00620995 -0.000139288 -0.00877503 -0.0109737 0.000306993 -0.0117775 0.0467628 -0.0344676 internal_weight=2203.65 62.9452 52.3612 26.8697 12.7916 25.4915 2140.7 181.298 1959.4 167.987 123.83 1950.01 95.4546 44.1563 1854.55 14.0781 13.3115 16.0003 internal_count=30320 2475 1699 1002 358 697 27845 1612 26233 1508 996 26118 794 512 25324 644 104 498 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=16 num_cat=0 split_feature=9 8 4 7 10 5 7 0 9 3 10 8 8 9 10 split_gain=3.02659 3.03147 6.51688 2.85661 3.61618 4.13419 4.05285 3.22872 4.13239 2.38361 2.94486 1.88374 2.3587 0.698748 0.542766 threshold=16050.000000000002 10247.740000000002 4.5000000000000009 0.018950000000000005 99.495000000000019 139.98000000000005 0.14615000000000003 3.5000000000000004 1194.0000000000002 7270.3300000000008 39.495000000000012 13630.290000000003 18824.240000000002 26050.000000000004 60.525000000000013 decision_type=8 10 10 10 10 8 10 10 10 8 8 10 10 10 10 left_child=1 3 11 7 5 -5 -6 8 -1 10 -2 -3 -13 -12 -4 right_child=9 2 14 4 6 -7 -8 -9 -10 -11 13 12 -14 -15 -16 leaf_value=-0.020209857446270338 0.020987051460194042 0.019386894922939948 0.055871822543848031 0.0014272631509057597 0.020711842946029593 0.020114335577710186 -0.0033740476756287333 0.022623584216216904 0.004434926986768381 -0.044152530260525187 -0.0053328126856022253 -0.028979626260112624 0.0047820078873464971 -0.028308205089170393 0.023070968072430559 leaf_weight=50.194965944159776 5.4379937951453039 8.3510430832393485 6.0857375375926477 1404.5653310185298 16.934053545817733 29.298108119517565 620.81235840823501 6.3374580389354369 24.564021988306195 5.1757694194093338 7.0597511865198657 7.0649022264406112 13.299646999686955 8.1460378961637598 5.2433493454009295 leaf_count=1570 87 164 141 19918 180 233 6090 324 1092 146 120 130 139 124 72 internal_value=0.000119449 0.000325732 0.013787 6.67184e-05 0.000431321 0.00182633 -0.00269524 -0.00907797 -0.0120945 -0.0165719 -0.00770543 0.000536784 -0.00750481 -0.018937 0.044199 internal_weight=2218.57 2192.75 40.0447 2152.71 2071.61 1433.86 637.746 81.0964 74.759 25.8196 20.6438 28.7156 20.3645 15.2058 11.3291 internal_count=30530 30053 646 29407 26421 20151 6270 2986 2662 477 331 433 269 244 213 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=20 num_cat=0 split_feature=4 2 0 0 10 10 3 3 11 7 11 10 1 2 1 10 3 11 7 split_gain=3.73208 5.24274 6.08343 3.6942 3.29145 12.0243 5.64006 5.54177 3.88916 5.01823 4.17981 3.86849 2.90444 4.0518 2.23684 2.17517 2.82527 1.90775 1.66267 threshold=1.0000000180025095e-35 11.500000000000002 3.5000000000000004 11.500000000000002 7.7250000000000005 17.445000000000004 5863.6950000000006 36568.645000000004 258.14000000000004 0.090850000000000014 814.3850000000001 22.055000000000003 5.5000000000000009 5.5000000000000009 2.5000000000000004 14.845000000000001 10802.400000000001 972.21500000000015 0.041650000000000006 decision_type=10 10 10 10 8 8 10 10 8 10 10 8 10 10 10 10 10 10 10 left_child=4 3 -3 12 8 15 11 -8 14 -10 -11 -7 17 -14 18 16 -6 -2 -1 right_child=1 2 -4 -5 5 6 7 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20 leaf_value=0.0042524860836131995 -0.0078005522997306887 0.061268981739228651 -0.0072791736289542393 0.034171228789854145 -0.0013172759788276248 0.036349413566950158 -0.0102686753985325 0.020205978803385136 -0.038288153777737449 -0.022772849406844563 0.0042609544157555653 0.0019375827168607151 0.029109856477755103 -0.0097587577005176819 -0.011259118567196379 0.053380535811997379 0.036569913064185729 -0.0025843909601908979 0.041051303378286073 leaf_weight=6.7333693187683838 300.32792985416017 5.719501279294489 5.6576714254915714 5.324841557070612 7.7725847885012689 7.2487228959798813 158.67933233454823 15.430367046967147 14.94178671762347 22.36433856934309 35.636542662978172 1140.9802904259413 14.181698534637691 11.060213537886737 6.1687400043010703 9.113589237444101 11.079589625820516 433.01696351962164 5.7496898137032986 leaf_count=156 7148 42 59 50 148 127 1900 164 263 285 332 12329 190 192 107 150 190 6676 73 internal_value=-0.000512041 -0.0033088 0.0289432 -0.00383289 0.000989525 0.00161686 0.000914213 -0.00743936 -0.00812242 -0.0133394 -0.00628746 0.00219061 -0.00415087 0.0121654 0.0116659 0.03349 0.021418 -0.0047351 0.0233604 internal_weight=2217.19 775.289 11.3772 763.912 1441.9 1350.3 1322.34 174.11 91.5945 72.9427 58.0009 1148.23 758.587 25.2419 18.6518 27.9658 18.8522 733.345 12.4831 internal_count=30581 14357 101 14256 16224 15008 14520 2064 1216 880 617 12456 14206 382 336 488 338 13824 229 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=13 num_cat=0 split_feature=4 3 6 4 4 3 3 11 5 6 9 8 split_gain=2.40833 3.06084 2.01173 3.71028 5.41907 5.05199 2.84083 3.47324 7.39673 3.0533 2.28874 3.72619 threshold=26.500000000000004 125.64000000000001 1.5000000000000002 4.5000000000000009 17.500000000000004 2239.0150000000008 9500.1600000000017 710.0150000000001 55.655000000000008 3.5000000000000004 29050.000000000004 24042.215000000004 decision_type=8 8 10 10 10 10 10 10 10 10 8 8 left_child=2 -2 3 10 5 -5 7 9 -9 -4 11 -1 right_child=1 -3 6 4 -6 -7 -8 8 -10 -11 -12 -13 leaf_value=-7.8339646667855843e-05 0.047222586285878804 -0.0037678928571941539 -0.03519322177522579 0.0051099302003280861 -0.028365999128385756 0.028572430327687415 -0.032392536877840217 0.05390973257169316 -0.0050753371559999526 0.0052048010003706222 0.030034355838521227 -0.028175987608324717 leaf_weight=2000.169024284929 5.1330895489081714 5.0765527919866154 11.665714671835305 86.852548805996776 8.1782241184264404 30.872998299077153 9.6114173254463804 5.5026973914355031 27.888030024245381 6.7405065752100191 5.2579272445291272 10.872745152562855 leaf_count=25885 63 111 608 1170 118 558 621 220 728 247 66 112 internal_value=0.000229089 0.0233482 0.000109165 0.000369034 0.00866215 0.0114938 -0.00873678 -0.00372213 0.00578476 -0.0206356 -0.000150371 -0.000246663 internal_weight=2213.82 10.2096 2203.61 2142.2 125.904 117.726 61.4084 51.7969 33.3907 18.4062 2016.3 2011.04 internal_count=30507 174 30333 27909 1846 1728 2424 1803 948 855 26063 25997 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=16 num_cat=0 split_feature=4 7 4 10 8 10 5 0 0 5 10 10 11 2 5 split_gain=2.59954 8.80231 5.07253 7.00592 4.04367 3.0761 2.49512 1.78903 1.99173 2.08885 7.19485 3.03803 1.72088 0.736675 1.37834 threshold=8.5000000000000018 0.35785000000000006 17.500000000000004 68.445000000000007 8702.385000000002 84.00500000000001 192.80500000000004 17.500000000000004 13.500000000000002 231.98000000000005 260.88000000000005 98.02500000000002 1189.8350000000003 1.0000000180025095e-35 60.645000000000003 decision_type=8 8 10 10 10 10 10 10 10 10 10 8 8 10 10 left_child=7 4 3 -3 13 -4 -5 8 9 11 -11 -1 -9 14 -2 right_child=1 2 5 6 -6 -7 -8 12 -10 10 -12 -13 -14 -15 -16 leaf_value=0.00070685633307219879 -0.038795720995170473 0.069840668372997156 -0.029707398240613345 0.0057507220739359708 0.022242872207457198 0.019533176298676787 0.043866835935691219 0.034104647899512196 -0.024054978910584598 0.022926302914488373 -0.0039647482527645312 -0.0036153359223288651 0 -0.0062847743542639809 -0.0063347966904681438 leaf_weight=1463.6959062127862 8.9226116202771717 8.9074379969388264 5.1952963070943934 15.810782889835538 6.1052185688167802 5.4560031746514142 5.3309480361640444 6.4663383029401276 7.7428691824898115 40.450930990278721 61.010761769488454 561.28938196413219 7.0506423413753518 7.8000514488667241 6.1754027502611271 leaf_count=22312 209 147 92 235 160 65 54 58 83 368 612 5702 51 304 80 internal_value=0.000193631 0.00962777 0.0244217 0.0346655 -0.011088 -0.00454369 0.0171347 -0.000114564 -0.000235757 -0.000135409 0.00682655 -0.000489903 0.0173741 -0.0207429 -0.0270474 internal_weight=2217.41 69.7038 40.7005 30.0492 29.0033 10.6513 21.1417 2147.71 2134.19 2126.45 101.462 2024.99 13.517 22.8981 15.098 internal_count=30532 1346 593 436 753 157 289 29186 29077 28994 980 28014 109 593 289 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=23 num_cat=0 split_feature=3 0 10 3 8 7 10 0 5 8 7 10 7 5 11 3 10 10 7 9 7 10 split_gain=3.68571 5.92863 5.73506 5.4423 5.43416 14.7991 4.99128 4.42353 7.49903 4.1293 3.75066 3.54425 3.33483 6.48378 4.73317 3.04963 4.55177 2.6599 5.0756 2.63221 2.32864 0.850806 threshold=247.38500000000002 5.5000000000000009 101.56500000000001 158.86500000000004 256.33500000000009 0.76975000000000016 107.69500000000001 2.5000000000000004 14.695000000000002 18824.240000000002 0.084950000000000012 115.87000000000002 0.89185000000000014 125.45500000000001 2919.4550000000004 616.86000000000013 133.81500000000003 34.785000000000004 0.49635000000000007 1999.5000000000002 0.026250000000000006 69.705000000000013 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 8 10 left_child=3 2 7 10 5 -5 -7 9 -9 -2 11 19 14 -14 -12 -4 -17 -3 -19 -1 -13 -6 right_child=1 17 15 4 21 6 -8 8 -10 -11 12 20 13 -15 -16 16 -18 18 -20 -21 -22 -23 leaf_value=-0.01827228133322804 -0.0016497416067853229 -0.0064679105234585659 -0.034425403153954849 0.082595742555582052 0.0037677551142133846 -0.0075666937624288919 0.04405926408292031 0.033576438511232355 -0.021457038500476706 0.02918952671870222 0.0013546296129964648 0.029326657359217086 -0.0098753916951221585 0.0032486820259960284 0.011325399732680522 -0.017444871401200567 0.024178102484127315 0.053713752538633974 0.00045809557088137402 0.0010642162599601484 -0.0098749056587487533 -0.022102389584568765 leaf_weight=57.232299081515521 952.5155852464959 5.6362500651739564 18.555518835783005 8.376585694029929 5.0887559745460731 16.052312184125189 5.4378070682287207 6.0240315182600161 53.048064562492073 9.9673009356483799 410.75321310851723 8.4340537637472117 149.38888762425631 249.89919961057603 167.63063348690048 34.16409570723772 7.0747056528925887 9.6580083547160047 8.07093045581132 24.390327217523009 5.4235355537384757 5.6437545167282224 leaf_count=989 14933 162 257 113 119 222 58 343 1739 156 4642 134 1445 2203 1486 434 91 185 127 564 55 115 internal_value=-0.000421526 -0.00246853 -0.00301954 0.00160478 0.0193556 0.0300998 0.0066525 -0.00212389 -0.0152961 -0.00129522 0.00091118 -0.00848649 0.00184181 -0.00166145 0.00426761 -0.0179525 -0.00978252 0.0219048 0.0310555 -0.0124907 0.0140156 -0.0101344 internal_weight=2218.47 1104.71 1081.35 1113.75 40.5992 29.8667 21.4901 1021.55 59.0721 962.483 1073.15 95.4802 977.672 399.288 578.384 59.7943 41.2388 23.3652 17.7289 81.6226 13.8576 10.7325 internal_count=30572 18427 17953 12145 627 393 280 17171 2082 15089 11518 1742 9776 3648 6128 782 525 474 312 1553 189 234 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=20 num_cat=0 split_feature=0 5 5 7 7 7 3 3 3 1 7 7 11 7 5 5 5 4 11 split_gain=1.7722 3.8273 3.89461 6.63044 3.96265 7.40048 2.76999 8.1442 4.80905 4.13513 3.48904 2.68645 2.37836 1.90403 1.88296 10.4345 8.31635 1.8353 5.33769 threshold=2.5000000000000004 260.69000000000005 151.52500000000003 0.71225000000000016 0.62280000000000013 0.49215000000000003 4353.1650000000009 4005.7800000000002 4653.6950000000006 1.0000000180025095e-35 0.5192500000000001 0.057350000000000005 6039.9600000000009 0.73775000000000013 52.085000000000008 53.865000000000002 13.915000000000001 1.0000000180025095e-35 2406.3550000000005 decision_type=10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=6 2 4 -4 5 -2 7 14 10 13 -8 -11 -6 -10 16 -16 -1 18 -9 right_child=1 -3 3 -5 12 -7 8 17 9 11 -12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.0026276853882318619 -0.0058443839454081692 -0.037977924224058102 -0.01490588631067131 0.046588937687780718 -0.02005392951360855 0.022914923453492997 -0.040499361174862657 0.0015568282779975743 0.0020613749534811993 0.01159170465861235 0.0049181646231911715 -0.01396375165390394 0.0021612606801287011 -0.022702720144718344 -0.031802390904844949 0.00073096585592986266 0.010855238849532746 0.0065836008338431371 0.066765466786793251 leaf_weight=238.08524349099025 105.73085764213465 7.071521481499075 6.967959043569862 8.9978726673871261 49.474180690012872 27.296843027696013 13.199684869963678 5.1693489551544207 254.78581160586327 10.74023775430396 5.4749360159039488 82.82506757392548 15.07230131048709 6.9851450957357875 24.202810424845666 1115.053022984881 217.76898644072935 5.4879121654666951 7.9027022588998079 leaf_count=2649 2810 91 77 95 850 513 222 76 3452 526 63 1868 193 54 336 12864 3553 120 91 internal_value=0.000121547 -0.00411686 -0.00280043 0.0201594 -0.00477315 0.000146566 0.000596313 0.00149724 -0.00327103 -0.00191796 -0.0273567 -0.0108858 -0.0148363 0.00129765 0.00110007 8.14468e-06 0.00381204 0.0335743 0.0432771 internal_weight=2208.29 220.612 213.54 15.9658 197.574 133.028 1987.68 1613.67 374.011 355.336 18.6746 93.5653 64.5465 261.771 1595.11 1139.26 455.854 18.56 13.0721 internal_count=30503 4629 4538 172 4366 3323 25874 19689 6185 5900 285 2394 1043 3506 19402 13200 6202 287 167 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=16 num_cat=0 split_feature=6 11 9 8 3 11 8 8 8 2 7 6 8 7 5 split_gain=2.06065 3.32893 2.43212 3.33294 5.84627 3.98258 3.10643 3.06074 2.82 2.40931 2.82991 3.11525 2.39504 2.38451 0.521982 threshold=1.5000000000000002 12863.275000000003 12959.000000000002 8345.2850000000017 874.5200000000001 1717.9800000000002 11308.855000000001 4999.9650000000011 4232.8100000000004 1.0000000180025095e-35 0.76215000000000011 3.5000000000000004 26664.710000000003 0.23495000000000002 65.695000000000007 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 left_child=2 9 3 7 5 -5 -6 8 -1 10 11 -2 -4 -9 -11 right_child=1 -3 12 4 6 -7 -8 13 -10 14 -12 -13 -14 -15 -16 leaf_value=0.0003425719920477609 -0.02229072975326564 0.017632767124895674 -0.032314702318625224 -0.014111605061324813 0.065225944411770112 0.025172881096580321 0.016647414339219138 -0.028434282048869487 0.030863289842419751 -0.015821026445634552 0.024375921396069367 0.0090624208711530315 0.0071172405033696796 0.0012100486648228563 -0.039210984285206696 leaf_weight=2056.5214590705 22.523272139020264 9.1769408565014583 9.9899548506364191 17.057875809725378 5.6615345431491706 9.0374305220320803 9.2093220455572009 15.424430211540313 6.60142819257453 7.743978738319127 5.3446267284452906 10.99526720214635 5.1725161327049145 10.891058154404162 7.8450719923712313 leaf_count=26425 787 151 173 243 139 84 143 434 147 758 87 329 68 151 432 internal_value=0.000102356 -0.00869118 0.000369394 0.000518032 0.0144714 0 0.0384014 0.000235274 0.000457557 -0.0134558 -0.00629625 -0.0118964 -0.0189455 -0.0163873 -0.0295474 internal_weight=2209.2 63.6292 2145.57 2130.4 40.9662 26.0953 14.8709 2089.44 2063.12 54.4522 38.8632 33.5185 15.1625 26.3155 15.5891 internal_count=30551 2544 28007 27766 609 327 282 27157 26572 2393 1203 1116 241 585 1190 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=28 num_cat=0 split_feature=0 11 10 11 7 7 7 10 5 5 7 3 5 3 10 8 1 11 5 4 10 11 11 5 5 11 11 split_gain=2.81233 2.86848 6.07857 5.2779 4.12616 8.11355 4.05345 5.94942 3.03367 4.79779 2.41562 2.37523 4.23306 6.25283 8.95618 5.38637 3.38659 7.27181 3.17827 5.38634 4.49682 2.30867 2.29838 2.14316 7.68403 3.07762 0.978354 threshold=2.5000000000000004 1766.5050000000003 151.29000000000005 6542.8100000000004 0.41605000000000009 0.58975000000000011 0.60655000000000014 197.91000000000003 -1.0000000180025095e-35 12.005000000000001 1.1309000000000002 2855.5500000000006 61.455000000000005 2488.6400000000008 42.035000000000004 10003.750000000002 3.5000000000000004 2109.5750000000003 76.075000000000003 1.0000000180025095e-35 143.64500000000001 637.40500000000009 8758.2300000000014 81.885000000000005 78.935000000000016 16945.110000000004 5564.5150000000012 decision_type=10 8 10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 10 8 10 10 10 8 10 10 10 8 left_child=11 2 8 10 -5 -6 7 -4 21 -10 26 12 13 15 -15 -1 23 -18 19 -14 -20 -2 -19 24 -13 -25 -3 right_child=1 3 6 4 5 -7 -8 -9 9 -11 -12 16 18 14 -16 -17 17 22 20 -21 -22 -23 -24 25 -26 -27 -28 leaf_value=0.0031975688665548891 -0.03492030088457368 -0.021708527921473809 0.073729374643037859 -0.026067509457272216 0.05898744453851449 -0.0028539073206342155 -0.0066197720089689579 0.0092878513731634669 0.039565205991974786 -0.0048273491450126216 0.0064421315146734924 -0.0034788130911429407 -0.015959440646709452 -0.021276368293122828 0.048228721596778171 0.043600112902470539 -0.027889093831075514 0.055249806863976229 0.0026874014267279631 0.0021670235273404679 -0.0063105352854248217 0.0010183625897907419 0.010422282825003029 -0.029827059544709836 0.045200356819911108 0.0054777091422070195 -0.046418140747875584 leaf_weight=474.61112332204357 12.575336381793024 44.871230769902468 5.5444793822243819 8.1995128188282234 6.0314984032884267 20.716520492918789 7.3437963668256989 9.1357529796659946 5.5455811184365293 84.364835683023557 6.150280211120843 439.2814930905588 80.335048349574208 5.5134865925647345 16.672198774293065 7.4294512644410124 5.1728939735330668 7.0602639848366353 657.62739099375904 81.341647603549063 174.80424086004496 6.1840954609215251 5.8028978053480396 16.173974204808477 7.2503549344837657 8.8790712244808656 5.1610182914882889 leaf_count=6305 212 983 68 174 102 264 98 124 288 2132 69 7312 930 133 216 106 120 111 7180 1432 1620 92 45 198 83 78 95 internal_value=-0.000151961 -0.00548035 -0.000671419 -0.0122407 0.00286486 0.012534 0.022647 0.0370951 -0.00560635 -0.00162917 -0.02161 0.000442544 0.00143264 0.00516016 0.0305673 0.0039196 -0.00257388 0.0180748 -0.00045628 -0.00685178 0.0007866 -0.023368 0.0375982 -0.00341076 -0.002578 -0.0173928 -0.025215 internal_weight=2209.78 221.824 130.694 91.1301 34.9475 26.748 22.024 14.6802 108.67 89.9104 56.1825 1987.96 1498.33 504.226 22.1857 482.041 489.621 18.0361 994.108 161.677 832.432 18.7594 12.8632 471.585 446.532 25.053 50.0322 internal_count=30570 4701 3014 1687 540 366 290 192 2724 2420 1147 25869 17922 6760 349 6411 7947 276 11162 2362 8800 304 156 7671 7395 276 1078 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=18 num_cat=0 split_feature=7 5 6 5 5 4 8 10 10 7 11 7 5 4 7 10 10 split_gain=3.10658 3.97363 3.50053 2.93552 5.69053 5.40402 3.07467 3.2481 2.34586 4.57775 5.59432 5.00629 3.38541 7.00136 2.60479 1.79417 1.2523 threshold=0.015050000000000003 13.915000000000001 4.5000000000000009 40.465000000000011 63.285000000000004 5.5000000000000009 1999.9350000000002 32.580000000000005 101.56500000000001 0.14615000000000003 213.25500000000002 0.23885000000000003 142.69500000000002 1.0000000180025095e-35 0.76975000000000016 30.555000000000003 4.4050000000000011 decision_type=10 8 10 8 8 8 10 10 10 10 10 10 8 10 10 10 10 left_child=1 16 8 6 15 -6 -3 -8 12 10 -10 -11 14 -14 -2 -5 -1 right_child=2 3 -4 4 5 -7 7 -9 9 11 -12 -13 13 -15 -16 -17 -18 leaf_value=-0.014630327779153433 0.0025569398737787952 -0.015686426237291991 -0.028438198261009712 -0.00578513796299817 -0.0071944251392885294 0.038434010619090214 0.0053534052839492542 0.04815615150496072 -0.011959265016774929 -0.0253755524459158 0.041430096420497282 -0.0014805685102727941 0.046796361596133838 -0.00061223498387985575 -0.0035264032675621556 -0.039401400549762947 -0.044545404531174983 leaf_weight=10.011096444213765 1256.8699220945127 7.5273211712483343 9.1423580609261972 6.3677595928311375 32.284413108602166 7.0504039246588937 14.127278320491316 5.9065677253529421 7.0826783068478134 21.853030813857913 12.056810306385158 569.20679527707398 11.814962893724443 19.269168201833963 203.06896864296868 14.448356068460269 7.2299273374956092 leaf_count=517 18244 347 298 157 672 139 516 207 81 244 122 5542 77 171 2314 451 449 internal_value=0.000429277 -0.00792097 0.000850476 -0.0033992 -0.00958879 0.0016102 0.00979697 0.0199001 0.000993756 -0.00161135 0.021812 -0.00241384 0.00206361 0.0181487 0.00170553 -0.0300837 -0.0292035 internal_weight=2215.32 104.953 2110.36 87.7121 60.1509 39.3348 27.5612 20.0338 2101.22 610.199 19.1395 591.06 1491.02 31.0841 1459.94 20.8161 17.241 internal_count=30548 3455 27093 2489 1419 811 1070 723 26795 5989 203 5786 20806 248 20558 608 966 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=16 num_cat=0 split_feature=3 3 1 3 0 3 5 4 3 8 1 3 4 5 11 split_gain=3.81682 3.96823 4.71086 4.13727 5.47505 7.70018 7.32247 3.70786 3.28483 5.81674 3.27939 2.95685 2.88962 1.5959 2.76275 threshold=44902.67500000001 20420.335000000003 2.5000000000000004 10802.400000000001 1.0000000180025095e-35 12763.340000000002 69.115000000000023 1.5000000000000002 247.38500000000002 19860.200000000001 1.0000000180025095e-35 53313.735000000008 1.0000000180025095e-35 55.655000000000008 20514.910000000003 decision_type=8 10 10 10 10 10 8 10 10 8 10 10 10 10 10 left_child=1 3 13 8 6 -6 -5 10 12 -10 11 -2 -1 14 -3 right_child=7 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=0.0037135563900015361 0.0657815011421468 -0.015486473977834198 0.02071626030355047 -0.0038801922149078192 0.06743349517940693 0.010283526280105704 0.052738472116212937 -0.014189720913823992 -0.0024383946704946207 0.045900019083690541 0.0017670348115675337 0.015252696256597415 -0.0017229709334762541 -0.035099109188191778 0.017866044066267 leaf_weight=749.94630564190447 6.2823942974209839 56.111490988172591 9.4557725298218411 50.714493483304977 8.138115190900864 18.67851055576466 5.4123480115085831 5.7741924261208615 905.62915929942392 5.2593075558543196 7.8438884266652158 6.6525061978027225 360.20021552406251 8.3673169277608377 5.9920494761317959 leaf_count=6971 77 1154 233 644 257 556 34 274 14720 81 189 99 5125 71 59 internal_value=0.000387788 0.000152092 -0.0107099 0.000571988 0.0114493 0.0296075 0.00231967 0.0188826 0.000117667 -0.00210379 0.0285321 0.0431125 0.00194515 -0.0152275 -0.0119571 internal_weight=2210.46 2183.91 79.9266 2103.98 82.9435 26.8166 56.1268 26.553 2021.03 910.888 20.7788 12.9349 1110.15 70.4709 62.1035 internal_count=30544 29905 1517 28388 1491 813 678 639 26897 14801 365 176 12096 1284 1213 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=22 num_cat=0 split_feature=4 11 5 3 0 1 1 7 5 5 11 11 11 11 2 2 7 7 5 11 5 split_gain=2.8761 4.77501 9.48124 8.95925 4.72642 10.2217 7.67485 7.39826 5.35163 7.03445 3.76296 3.26352 3.02678 3.41353 2.97699 2.46412 1.81275 1.7276 2.81342 1.69229 1.35113 threshold=1.0000000180025095e-35 224.71500000000003 2.6050000000000004 789.47500000000014 5.5000000000000009 2.5000000000000004 10.500000000000002 0.53305000000000013 2.6050000000000004 5.6450000000000005 92.875000000000014 33010.150000000009 258.14000000000004 274.17000000000002 5.5000000000000009 1.0000000180025095e-35 0.029850000000000005 0.93215000000000015 146.67500000000004 92.875000000000014 85.595000000000013 decision_type=8 8 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 8 10 10 left_child=1 2 16 -4 6 7 8 -6 15 -10 -5 12 -3 -14 -7 -2 -1 -13 -19 -18 -16 right_child=4 11 3 10 5 14 -8 -9 9 -11 -12 17 13 -15 20 -17 19 18 -20 -21 -22 leaf_value=0.015501423924580038 -0.013858340961357419 -0.026342067470780647 0.087854188116630691 0.046640738252447717 0.075913194058103511 0.017229285363849815 0.045246621776079736 0.0032813722658399645 0.048887333300767 -0.0036734295439745596 0.0066635639204977379 -0.0025902245489921255 0.028201928796939557 0 -0.0046947192494564034 -0.047344637102937494 -0.029297324887259835 0.039859898905144006 0.0048911556032896911 -0.001996934716187128 -0.041627404771366693 leaf_weight=8.4075341494753939 18.75974648818374 9.8016292368993145 5.2169757634401313 7.9498312817886498 7.7335723917931327 5.2253815503790966 6.9693147037178269 6.2646377524361023 5.4160808383021495 699.42200853326358 19.576030479744077 8.5502755455672759 9.8201185911893827 1318.9420983083546 5.1452323268167657 8.194699017563833 7.0232139639556435 11.179918006062506 12.209289319813253 21.593080725520849 5.2440032092854381 leaf_count=220 318 141 54 153 146 102 51 72 278 12968 325 58 138 14550 114 207 92 67 97 262 67 internal_value=-0.000256171 0.00105913 0.0137265 0.0329173 -0.00272629 0.0165068 -0.00352527 0.0461276 -0.00405769 -0.00319377 0.0196151 0.000401103 1.47453e-05 0.00023259 -0.0109249 -0.0255472 -0.00353319 0.0159493 0.02276 -0.00962901 -0.0257938 internal_weight=2208.64 1440.27 69.7667 32.7428 768.375 29.6128 738.762 13.9982 731.793 704.838 27.5259 1370.5 1338.56 1328.76 15.6146 26.9544 37.0238 31.9395 23.3892 28.6163 10.3892 internal_count=30480 16157 1106 532 14323 501 13822 218 13771 13246 478 15051 14829 14688 283 525 574 222 164 354 181 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=20 num_cat=0 split_feature=4 0 3 3 3 3 10 10 11 11 8 10 10 10 9 10 11 11 11 split_gain=2.43666 3.83747 3.75563 5.9023 7.58954 4.83222 4.60558 11.7163 6.85343 3.97565 3.53769 3.90665 3.62281 7.3917 4.6857 3.13891 2.86653 3.68456 2.52202 threshold=1.0000000180025095e-35 15.500000000000002 247.38500000000002 300.02500000000003 327.44000000000005 33629.590000000004 13.305000000000001 57.795000000000009 1104.4650000000004 258.14000000000004 5797.3550000000005 475.64000000000004 68.02500000000002 55.905000000000008 17501.500000000004 25.645000000000003 1256.9100000000001 274.17000000000002 1647.4150000000002 decision_type=10 8 10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 8 8 left_child=2 10 6 -4 -5 -6 16 8 -8 -9 11 15 13 -12 -14 -2 17 -1 -18 right_child=1 -3 3 4 5 -7 7 9 -10 -11 12 -13 14 -15 -16 -17 18 -19 -20 leaf_value=0.0060587234980913974 -0.014099904296120859 0.035002711021765887 -0.036706485688949214 0.049368640239295408 -0.0016053901339925629 0.017795799469127283 0.056748734456761686 -0.017200059979444557 0.012101765667445899 0.0049533666538542674 0.0052877953758500087 0.035691034043513876 0.0036423937054969957 0.048651279881221955 -0.039842966697700793 -0.0023588178802856768 0.031209860583629418 -0.022579324107504895 -0.0024516667953827188 leaf_weight=15.365344785153864 62.23566528968513 6.1304847029969087 10.169420223683117 6.6778782568871966 638.24870927259326 32.773661708459258 16.035141058266163 19.897742968052626 19.493583545088768 606.00227294117212 45.158457821467891 5.4121294170618048 31.470522970892489 11.804901578929273 6.6352573428302994 605.44012779393233 6.2902293913066414 35.459142086096108 22.123150803148746 leaf_count=214 2367 46 128 97 8520 444 162 231 149 5417 1142 53 479 195 131 9990 62 444 196 internal_value=0.000773681 -0.00148016 0.00199897 -0.000654925 -5.32899e-05 -0.000625298 0.00446799 0.0058376 0.033391 0.00421481 -0.00182295 -0.0031053 0.00714184 0.0150449 -0.00462696 -0.00348016 -0.0068326 -0.0138751 0.00563814 internal_weight=2202.82 774.288 1428.54 687.87 677.7 671.022 740.667 661.429 35.5287 625.9 768.157 673.088 95.0691 56.9634 38.1058 667.676 79.2379 50.8245 28.4134 internal_count=30467 14403 16064 9189 9061 8964 6875 5959 311 5648 14357 12410 1947 1337 610 12357 916 658 258 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=17 num_cat=0 split_feature=9 3 3 9 7 7 3 3 10 4 7 9 10 11 11 2 split_gain=2.90105 2.9522 5.97329 4.92205 5.51112 4.20608 6.9589 4.71401 3.16517 5.49324 4.92335 2.93957 2.07111 2.13761 1.54798 0.596779 threshold=12959.000000000002 19.500000000000004 96.660000000000011 5497.0000000000009 0.44255000000000005 0.49635000000000007 630.72000000000014 4599.2700000000013 117.34500000000001 1.0000000180025095e-35 0.053100000000000001 15750.000000000002 30.555000000000003 8332.8250000000025 1847.4550000000002 1.0000000180025095e-35 decision_type=8 10 10 10 10 10 10 10 8 10 8 10 8 10 10 10 left_child=1 3 14 8 -5 6 -4 -7 9 -1 -10 -2 -13 -14 15 -3 right_child=11 2 5 4 -6 7 -8 -9 10 -11 -12 12 13 -15 -16 -17 leaf_value=0.0078012769549009658 -0.045073943884636619 -0.021424957797491453 0.018001456877789868 0.00051346276963444885 0.054328357569526357 -0.0068772882353106829 -1.8432367558668695e-05 0.0065158118548395566 0.037007069780319611 -0.0025195669937816776 -0.0024488001318903208 0.017225202994838727 -0.028400756682641626 0.0033363749533733573 -0.0055496789421876098 -0.045379194951290475 leaf_weight=358.15868434030563 5.5710820662789073 12.186549309175467 57.604459431022406 9.9510768456384557 8.4991492033004743 389.35829778201878 618.10148567822762 77.795925504527986 7.0545698842033735 199.56853193324059 403.75876817945391 5.7693265741690967 10.934938360471287 8.7542240843176824 9.077423030510543 6.6049079345539203 leaf_count=3212 139 154 1124 220 118 5488 11517 812 90 2767 3771 136 238 105 128 178 internal_value=-7.85638e-05 0.000140808 -0.00155427 0.00215604 0.0270792 -0.000981442 0.00153472 -0.00462708 0.00164867 0.00410138 -0.0016709 -0.0150173 -0.0067961 -0.0145689 -0.0240242 -0.0319646 internal_weight=2188.75 2157.72 1170.73 986.991 18.4502 1142.86 675.706 467.154 968.541 557.727 410.813 31.0296 25.4585 19.6892 27.8689 18.7915 internal_count=30197 29579 19401 10178 338 18941 12641 6300 9840 5979 3861 618 479 343 460 332 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=27 num_cat=0 split_feature=7 7 7 5 3 3 8 10 5 1 5 5 10 10 10 5 4 4 7 7 7 5 10 3 10 3 split_gain=3.02516 6.95813 5.69102 4.60066 8.78593 8.96932 5.30855 3.90879 3.79533 7.70434 3.66486 3.24926 2.62526 1.77489 3.67171 3.22116 5.16538 2.72392 2.64783 2.3587 1.76992 1.44562 2.20502 0.977036 1.57605 0.750515 threshold=0.27925000000000005 0.25765000000000005 0.33045000000000008 63.285000000000004 83.325000000000003 520.54500000000019 30013.500000000004 89.635000000000005 41.915000000000006 1.0000000180025095e-35 41.475000000000001 79.865000000000023 155.52500000000003 180.50500000000002 204.61500000000004 125.45500000000001 1.0000000180025095e-35 17.500000000000004 0.5303500000000001 0.41605000000000009 0.30865000000000004 42.365000000000002 62.605000000000011 479.21500000000009 127.29000000000001 3383.8650000000002 decision_type=10 8 10 10 10 10 8 10 10 10 8 10 8 8 10 10 10 10 10 10 10 10 10 10 8 10 left_child=1 3 7 6 11 -6 10 8 20 -10 -1 -5 -9 15 18 17 -17 -4 -15 -16 -2 23 -23 24 -3 -25 right_child=2 21 13 4 5 -7 -8 12 9 -11 -12 -13 -14 14 19 16 -18 -19 -20 -21 -22 22 -24 25 -26 -27 leaf_value=-0.0024922646926862227 -0.0012241987507396182 0.0091906215858782933 -0.00022374222135154855 0.016724586658309497 0.062679626037133021 0.0058506925347684632 0.041548257447115218 -0.026500799474701117 0.042207673174733923 -0.0059322517659457985 -0.015565743099909841 -0.0091169183701634952 0.011800548692835958 0.0023602100049625037 -0.023337641502988685 0.012118370527461593 -0.0038797520437978874 -0.025979194906232739 -0.025256823767469141 0.00077452498971025284 0.018754355081701993 -0.0057590076783276987 -0.049286647311052756 -0.030043606807458829 -0.021086201357845013 -0.011832579807588933 leaf_weight=397.58368124719709 28.034088759683073 8.9099528044462186 1079.8914881800301 15.631027420517055 11.817433481570335 16.130908234044909 5.395010136999189 8.9983088439330441 26.901087860576808 11.274663563352076 61.412756294477731 43.948021560907364 7.0864228866994408 11.443470882251857 9.8824662901461107 135.40421242639422 78.842434534803033 9.371894730255006 29.63043312355876 145.19687187671661 16.781962193548679 5.1199954496696582 8.1133912960067374 11.495994715485724 6.5103719606995574 17.226894628722221 leaf_count=8050 369 102 13675 296 230 282 65 101 291 237 1318 604 80 109 108 1006 760 151 272 1437 210 79 121 172 81 242 internal_value=-0.000411865 -0.00340817 0.000728348 -0.00165883 0.00877671 0.0313876 -0.00365107 0.0122729 0.0166417 0.0280741 -0.00428237 -0.0020905 -0.00963076 -3.86914e-05 -0.00446351 0.000626238 0.00621718 -0.00047355 -0.0175705 -0.000869673 0.00639395 -0.0198332 -0.0343849 -0.0146951 -0.00379326 -0.0200551 internal_weight=2208.04 609.295 1598.74 551.919 87.5274 27.9483 464.391 99.0765 82.9918 38.1758 458.996 59.579 16.0847 1499.66 196.153 1303.51 214.247 1089.26 41.0739 155.079 44.8161 57.3766 13.2334 44.1432 15.4203 28.7229 internal_count=30448 11642 18806 10845 1412 512 9433 1288 1107 528 9368 900 181 17518 1926 15592 1766 13826 381 1545 579 797 200 597 183 414 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=19 num_cat=0 split_feature=11 10 7 11 11 11 10 11 10 4 11 0 7 4 11 11 7 7 split_gain=3.36726 4.86422 4.85843 3.99542 4.15798 3.63248 3.53044 4.73755 4.59688 4.54569 4.04556 3.55183 4.52211 2.64963 2.25444 1.20475 1.05095 0.233953 threshold=4016.5150000000003 421.75500000000005 2.2403000000000004 3558.8500000000008 3128.6900000000005 3664.0050000000006 101.56500000000001 33010.150000000009 100.00500000000001 1.5000000000000002 20514.910000000003 5.5000000000000009 0.5303500000000001 5.5000000000000009 6376.6250000000009 853.55000000000007 1.2747000000000002 2.2403000000000004 decision_type=8 8 10 10 10 10 10 10 10 10 10 8 8 10 8 10 10 10 left_child=1 2 3 4 -1 -5 8 9 11 10 -8 14 -13 -11 -2 -3 -9 -18 right_child=6 15 -4 5 -6 -7 7 16 -10 13 -12 12 -14 -15 -16 -17 17 -19 leaf_value=-0.00067557093849069326 0.0097932428326715851 -0.0093015994098168825 0.033653353514975996 -0.032711674183181577 0.011761932611329816 -0.0053894180495563937 0.001718897777998205 0.033299073449950541 0.047955186196793925 -0.033318561772319205 -0.01874492600279477 0.05961840400745038 -0.00093297877981307143 0.0030057230333991295 0.0020866946253750855 -0.04273022975261416 0.0019064662470049086 0.015000495364156173 leaf_weight=1353.7275294566061 148.50152937974781 5.7203381955623609 9.4172690939158183 16.034890906885266 69.701113332528621 46.696538867428899 190.27380860317498 8.233760032802822 5.5827262606471768 17.205973610281948 26.617376647889614 5.7692650216631565 5.3147066049277791 6.3820713926106682 268.12865490606055 7.2238660454750061 6.6734646186232593 10.531901244074104 leaf_count=21158 1975 77 95 206 914 602 1672 55 58 172 213 75 59 70 2836 85 44 88 internal_value=0.000683448 -0.00064343 -0.000365737 -0.00060715 -5.52031e-05 -0.0128555 0.00355009 -0.00096743 0.00632989 -0.0031817 -0.000844025 0.00566432 0.032496 -0.0235646 0.00486242 -0.0300424 0.0191038 0.01058 internal_weight=2207.74 1508.52 1495.58 1486.16 1423.43 62.7314 699.215 265.918 433.297 240.479 216.891 427.714 11.084 23.588 416.63 12.9442 25.4391 17.2054 internal_count=30454 23137 22975 22880 22072 808 7317 2314 5003 2127 1885 4945 134 242 4811 162 187 132 is_linear=0 shrinkage=0.05 Tree=120 num_leaves=23 num_cat=0 split_feature=5 5 5 10 4 4 5 4 11 11 5 5 5 6 4 9 8 10 10 0 9 8 split_gain=2.63853 6.5454 3.74676 5.09147 3.56827 4.27182 5.74651 2.88357 5.58239 2.95744 2.86839 2.84816 2.74784 2.65435 3.27713 4.55834 2.81605 5.5693 2.10996 1.88881 1.84412 1.34732 threshold=105.00500000000001 100.91500000000002 220.86500000000004 260.88000000000005 13.500000000000002 1.0000000180025095e-35 156.23500000000004 1.5000000000000002 1081.0300000000002 1847.4550000000002 281.31500000000005 156.23500000000004 336.77500000000003 1.5000000000000002 2.5000000000000004 5912.0000000000009 8345.2850000000017 47.715000000000011 212.65500000000003 1.0000000180025095e-35 7450.0000000000009 2400.3550000000005 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=1 13 4 12 5 11 -7 8 -3 -10 -5 -2 18 16 21 -16 20 -18 -4 -12 -1 -15 right_child=2 7 3 10 -6 6 -8 -9 9 -11 19 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 leaf_value=0.0012173096797499306 -0.0046181937649124299 0.067965950890309254 0.014730776953601841 -0.026503778422925534 0.031407969751763187 -0.0042314720894664985 -0.028182498954867304 -0.0030914451281626593 -0.010468628653609076 0.026906566866850945 0.005771264698081543 0.0071965908015113808 -0.0064776686647738425 0.030081224014143811 -0.030632087843495782 0.0030566216343254856 -0.0018240191842885949 0.038419046962998742 0.041166833506091287 -0.01676200079701811 -0.024733504377774548 -0.0033578298987424118 leaf_weight=1525.2858429921325 257.03873395733535 6.22465143632144 35.509788362309337 10.873392589390276 5.7455547749996176 63.64750331826508 41.429654722101986 8.517894631251691 6.6935116127133396 16.650811392813921 40.600580904632807 62.381966441869736 10.072182325646279 5.0176544487476322 23.029111332027242 16.533150103874505 19.345251553691924 14.044633146375416 10.06400036998093 10.956306980922816 5.8620271482504895 5.2013237415812918 leaf_count=21967 2248 74 313 108 66 719 443 108 73 170 363 500 92 202 1278 583 362 190 92 160 129 184 internal_value=0.000547932 0.00154702 -0.00245112 0.00538774 -0.00462153 -0.0051936 -0.0138986 0.0217717 0.0289644 0.0159948 -0.00433568 -0.00227994 0.0162689 0.00105357 -0.0101863 -0.016702 0.00142068 0.0155828 0.0214345 0.000659787 0.00109861 0.0138333 internal_weight=2200.73 1652.41 548.32 118.076 430.243 424.498 105.077 38.0869 29.569 23.3443 62.4303 319.421 55.646 1614.32 49.7812 39.5623 1564.54 33.3899 45.5738 51.5569 1531.15 10.219 internal_count=30424 25320 5104 1128 3976 3910 1162 425 317 243 631 2748 497 24895 2247 1861 22648 552 405 523 22096 386 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=24 num_cat=0 split_feature=7 11 7 7 11 3 3 7 10 10 10 7 2 7 10 11 10 10 0 10 11 11 7 split_gain=2.83572 4.06751 8.55695 8.47856 4.69534 3.41314 6.32957 7.85311 3.52571 3.30473 4.2664 3.47534 2.83645 3.42958 2.8808 3.21701 2.937 2.6989 4.59743 2.64165 0.742625 1.71028 0.24418 threshold=0.7722500000000001 7387.0650000000014 0.43975000000000003 0.38525000000000004 10895.360000000002 1422.6700000000003 1334.3150000000003 0.38175000000000003 56.665000000000006 59.695000000000007 68.445000000000007 0.49635000000000007 17.500000000000004 0.7824000000000001 475.64000000000004 14885.475 140.34500000000006 88.625000000000014 1.0000000180025095e-35 43.955000000000005 2822.0050000000006 1345.0050000000003 0.42375000000000007 decision_type=8 10 10 10 10 10 10 10 8 10 10 10 8 10 8 10 10 10 10 10 8 10 10 left_child=1 5 3 4 -3 6 8 -8 -1 11 -11 -4 13 20 16 -16 -15 19 -19 -7 21 -2 -5 right_child=12 2 9 22 -6 17 7 -9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=0.0072824588427223072 -0.03004894631156101 0.016610433227366477 0.025138104378473497 -0.040896582872699955 -0.0093428609540895154 -0.0059035913021850224 -0.011548563464454256 0.063100226539703055 0.0001035747250930914 0.040003208460684135 0.014638285983078812 -0.013839913877618496 0.028874800833807203 -0.00044852293132030291 -0.001022701375616437 0.033305061246736448 -0.0086247161364740154 -0.028355535141635926 0.0182975661743047 0.0013259841593260832 -0.034820327528239513 0.0073551886090018398 -0.018194641255990796 leaf_weight=235.20397899230011 5.1762577332556265 34.512052211444825 7.7729702088981893 10.982161612715574 33.084013804793358 209.21658518584445 5.079785054549574 8.2942155813798291 625.28175169741735 21.754360094666481 75.82580591738224 15.417214400134979 6.1227829083800307 366.76709789084271 15.283960055559875 10.873447578400372 156.75168027170002 21.066335815936331 6.0423053004778913 314.14881078386679 8.0375742930918914 5.1066517289727926 5.2689061965793362 leaf_count=3697 67 408 77 127 384 5466 99 122 8210 210 709 149 34 3783 166 88 1445 236 159 4604 87 61 55 internal_value=0.000578637 0.00164531 0.00822161 -0.00397965 0.00388402 0.000691958 0.00263616 0.035568 0.00207782 0.0166967 0.0206923 -6.93253e-05 -0.00243675 -0.00283321 -0.00209147 0.0137639 -0.00291794 -0.00238451 -0.017498 -0.00156027 -0.0235691 -0.0120248 -0.0353074 internal_weight=2203.07 1628.95 204.617 83.8471 67.5961 1424.33 873.86 13.374 860.486 120.77 97.5802 23.1902 574.119 567.997 549.676 26.1574 523.519 550.474 27.1086 523.365 18.3205 10.2829 16.2511 internal_count=30443 24712 2119 974 792 22593 12128 221 11907 1145 919 226 5731 5697 5482 254 5228 10465 395 10070 215 128 182 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=22 num_cat=0 split_feature=7 7 2 9 7 3 4 5 5 5 4 9 5 2 5 11 11 5 5 5 11 split_gain=2.17298 5.62223 6.28414 4.39913 4.36857 2.99425 6.13198 3.6573 3.55222 4.00043 3.51635 2.64987 2.28634 1.97788 2.30618 2.43416 2.23426 2.17483 2.17897 1.88733 0.754311 threshold=0.84315000000000007 0.64945000000000008 9.5000000000000018 4310.0000000000009 0.65440000000000009 907.24500000000012 1.0000000180025095e-35 16.045000000000005 83.015000000000015 80.365000000000023 18.500000000000004 5123.0000000000009 134.22500000000002 1.0000000180025095e-35 92.415000000000006 6137.545000000001 1717.9800000000002 307.53000000000003 461.35500000000008 115.34000000000002 3000.2150000000006 decision_type=8 10 10 8 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 8 left_child=1 5 3 4 -3 6 7 -1 9 -7 -8 13 -13 14 15 -2 -16 19 -19 -15 -10 right_child=11 2 -4 -5 -6 8 10 -9 20 -11 -12 12 -14 17 16 -17 -18 18 -20 -21 -22 leaf_value=0.0012956331180949548 -0.0349488915471639 0.041552870189655242 -0.03123842328496575 0.05031232881863798 0.0061296303940624811 -0.0026820086370312165 -0.0049055881543149382 0.010805613231752347 -0.039689084649057321 0.03674077580999225 0.026999855730477296 0.039691557441065568 -0.0011977861756344939 -0.014203086115844433 0.0084672556441277094 0.0024076302595884788 -0.0024438676844176911 -0.047958675213566671 -0.0060004567472270419 -0.0018718390312455553 -0.012457286651367168 leaf_weight=221.72735382989049 9.1587601602077502 8.0801433250308019 9.4529007449746114 5.1354919122532001 287.39054090762511 699.73473883257248 272.66294794832356 187.44858772307634 6.2882005637511584 5.4830164927989236 7.8922782531008115 5.6638663243502361 6.4371697818860412 48.492975639179349 56.5428396333009 7.0157114528119555 252.11143671162426 5.7690688287839276 6.8869054429233074 87.263853032141924 7.1058479878120133 leaf_count=2420 117 99 76 83 3539 12523 4628 1974 103 79 123 53 81 739 524 54 1983 79 85 968 97 internal_value=-6.27565e-05 0.000769602 0.00685462 0.00816868 0.00725209 -0.000570434 0.00177709 0.00568019 -0.00282989 -0.00231683 -0.00389759 -0.00301561 0.0191276 -0.0036315 -0.00141817 -0.0192576 -0.000408006 -0.00840041 -0.0276041 -0.00638483 -0.0274585 internal_weight=2203.74 1718.4 310.059 300.606 295.471 1408.34 689.731 409.176 718.612 705.218 280.555 485.343 12.101 473.242 324.829 16.1745 308.654 148.413 12.656 135.757 13.394 internal_count=30427 25744 3797 3721 3638 21947 9145 4394 12802 12602 4751 4683 134 4549 2678 171 2507 1871 164 1707 200 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=19 num_cat=0 split_feature=1 10 10 1 5 4 3 7 10 5 5 2 3 4 2 2 3 1 split_gain=2.74002 2.35084 2.84946 6.99257 5.82532 2.83983 2.57346 2.65732 2.55506 2.52628 6.92497 5.02204 4.54518 2.93229 2.0152 1.71259 1.55753 0.107988 threshold=16.500000000000004 32.580000000000005 36.655000000000008 1.0000000180025095e-35 31.365000000000006 1.0000000180025095e-35 24890.775000000005 1.3237500000000002 51.135000000000012 15.320000000000002 13.915000000000001 4.5000000000000009 367.72500000000008 1.5000000000000002 19.500000000000004 1.5000000000000002 7538.0500000000002 20.500000000000004 decision_type=8 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 left_child=1 9 3 4 -3 -5 7 -4 -8 10 11 -1 13 -11 15 -2 -14 -17 right_child=14 2 6 5 -6 -7 8 -9 -10 12 -12 -13 16 -15 -16 17 -18 -19 leaf_value=0 0.0040609600327547483 0.049118207940006993 0.0011443092943752226 0.0062103733277030235 0.0048861623108004508 -0.037733121178154978 -0.00086830514053057816 -0.0056848877742374446 -0.031874941179813904 0.021354052361503 0.038617447180749165 -0.030723115791133827 -0.022375929348645331 -0.011480262996355623 -0.0071876118593229071 0.020330403532663809 -0.0085949007264542795 0.038916266095251444 leaf_weight=134.28171613556333 10.413244098424913 13.741547760087998 1668.706215670798 6.4927880968898517 16.102880433667451 6.413731909589842 15.414884379133584 154.59366896003485 11.240234754979609 15.592592244502159 9.7092852096538973 13.728271620348094 41.809785994235426 10.478270966559647 7.569108333438634 8.1227381341159326 46.548395883990452 7.0221621310338369 leaf_count=2854 65 185 21480 136 254 257 184 1428 102 265 213 261 1213 211 52 57 1075 49 internal_value=0.000225139 1.22678e-06 0.000629007 0.013244 0.0263466 -0.0164103 0.000327786 0.000559737 -0.0148041 -0.0043328 -0.000185608 -0.00300668 -0.00995449 0.00803615 0.0142824 0.0208603 -0.0153493 0.0311344 internal_weight=2197.98 2164.85 1892.71 42.7509 29.8444 12.9065 1849.96 1823.3 26.6551 272.148 157.719 148.01 114.429 26.0709 33.1273 25.5581 88.3582 15.1449 internal_count=30341 30118 24026 832 439 393 23194 22908 286 6092 3328 3115 2764 476 223 171 2288 106 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=16 num_cat=0 split_feature=0 5 10 5 7 0 7 7 10 10 11 10 10 7 5 split_gain=2.41914 3.30628 5.37338 4.25498 5.11018 2.9549 3.27004 2.58818 3.20442 2.80395 7.41131 3.35698 2.40681 3.22802 1.75995 threshold=2.5000000000000004 260.69000000000005 131.34500000000006 172.57500000000002 0.60905000000000009 17.500000000000004 1.1467500000000002 6.2646000000000006 248.56500000000003 204.61500000000004 1440.2600000000002 159.61500000000004 299.87000000000006 2.2403000000000004 33.045000000000009 decision_type=10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=7 2 5 4 -4 6 -2 8 9 11 -11 -1 13 -10 -14 right_child=1 -3 3 -5 -6 -7 -8 -9 12 10 -12 -13 14 -15 -16 leaf_value=0.00066017605376421265 -0.011173426695948469 -0.037427722910248554 0.019309692968799072 0.047465685902458192 -0.018780372285543617 0.016876099041552715 0.024281267048499609 0.024531601193770968 -0.028729820609196568 -0.013231128099487953 0.027781947249938904 -0.0097700067762611156 0.0069126349414687684 0.0091382246492454876 -0.0098259161161152846 leaf_weight=1756.920355674345 155.00572981056757 6.7956499811261883 21.571774958632886 6.0437818132340899 13.392071606591342 10.134084876626728 5.7839573323726645 9.8631907626986486 23.638439798727635 16.580095848068595 28.636716529726982 79.665326058864594 24.84498093277216 6.5332052931189528 38.521409418433905 leaf_count=23597 3891 88 264 60 159 77 62 87 233 184 254 747 261 63 400 internal_value=-0.000356642 -0.00533555 -0.00411209 0.0119003 0.00446464 -0.0080297 -0.00972494 0.00019182 5.54066e-05 0.000508921 0.0126742 0.000199956 -0.0089244 -0.0203396 -0.00317988 internal_weight=2203.93 218.727 211.931 41.0076 34.9638 170.924 160.79 1985.2 1975.34 1881.8 45.2168 1836.59 93.538 30.1716 63.3664 internal_count=30427 4601 4513 483 423 4030 3953 25826 25739 24782 438 24344 957 296 661 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=23 num_cat=0 split_feature=0 7 11 10 11 11 11 7 10 5 11 5 10 11 10 4 11 4 11 7 0 10 split_gain=3.02891 5.34758 7.39256 2.9783 3.03186 5.15498 5.03314 4.40878 3.02109 2.85995 2.76111 3.80053 6.68051 3.75896 6.19889 2.54782 4.22467 2.5695 1.23762 1.071 1.00299 0.591027 threshold=2.5000000000000004 1.1467500000000002 10000.210000000001 96.180000000000021 1166.6500000000003 1057.7350000000004 1189.8350000000003 0.48395000000000005 97.315000000000012 85.595000000000013 6376.6250000000009 53.865000000000002 87.27500000000002 1647.4150000000002 84.895000000000024 4.5000000000000009 4666.9350000000004 1.0000000180025095e-35 1124.9950000000001 0.73775000000000013 3.5000000000000004 175.29000000000002 decision_type=10 10 10 10 8 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 left_child=3 10 21 4 5 7 -6 -1 19 -8 13 -12 -13 14 -2 17 -17 -10 -7 -5 -15 -3 right_child=1 2 -4 8 6 18 9 -9 15 -11 11 12 -14 20 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=0.0022516934733387527 -0.015263637154133392 0.058658441801070473 -0.020859243367622973 -0.0083650531323998401 0.046230347250941412 -0.026674691069281338 0.0014299495318308541 -0.0092734654126145014 -0.0013472490854119384 0.0086439395064322258 -0.017074795303031812 0.043780782632617893 -0.01799629486477081 -0.032523719751353534 0.0074775131812289345 0.021632924214241313 -0.015715304790808949 -0.010082785903232038 -0.0043956506780621239 -0.035432238157263714 -0.016062306080599144 0.023747425641725693 leaf_weight=383.97500622505322 70.285535220289603 5.0127901695668715 6.0025242362171403 8.4572887159883994 5.796144099906086 22.86740045575425 658.20936711784452 104.75075773755088 474.5487564150244 173.73072867328301 9.7626371616497654 10.386152418330314 6.250793221872299 16.391650792211294 50.557467942126095 24.864971093833447 9.7175494246184808 102.01412111939862 9.8324018870480341 8.132191149517892 35.481236504390836 5.2677475893869996 leaf_count=7518 2062 50 64 107 73 299 8313 1563 4367 1722 196 168 84 447 797 290 101 1209 132 84 673 72 internal_value=-0.000479419 -0.00609734 0.0205679 0.000129863 0.00144768 -0.00153725 0.00331116 -0.000222227 -0.00271328 0.00295099 -0.00839481 0.00635913 0.0205822 -0.0107024 -0.00572503 -0.00211265 0.010851 -0.00291631 -0.0204533 -0.0231778 -0.0218754 0.0449042 internal_weight=2202.3 215.399 16.2831 1986.9 1359.16 521.426 837.736 488.726 627.735 831.94 199.115 26.3996 16.6369 172.716 120.843 611.145 34.5825 576.563 32.6998 16.5895 51.8729 10.2805 internal_count=30391 4613 186 25778 19620 9512 10108 9081 6158 10035 4427 448 252 3979 2859 5967 391 5576 431 191 1120 122 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=17 num_cat=0 split_feature=8 8 10 10 4 8 8 7 8 9 11 4 7 7 7 4 split_gain=3.84684 4.95582 3.96379 7.3909 8.23596 4.58491 4.41443 3.92306 3.27143 3.63207 2.87989 1.88755 1.72586 5.64807 5.42576 1.04743 threshold=885.21000000000015 999.95500000000004 62.605000000000011 47.715000000000011 1.5000000000000002 3000.0150000000008 2771.3400000000006 0.30515000000000009 721.31500000000017 69.000000000000014 4098.0850000000009 17.500000000000004 0.19895000000000004 0.27555000000000007 0.19445000000000004 24.500000000000004 decision_type=8 10 10 10 10 10 10 10 10 8 10 10 10 10 8 8 left_child=8 -2 3 4 -3 -5 10 -8 11 -10 -4 12 14 -14 -1 -13 right_child=1 2 6 5 -6 -7 7 -9 9 -11 -12 15 13 -15 -16 -17 leaf_value=0.0028003634184235082 -0.04186817062675488 0.011594282955376903 -0.0061915789414459252 -0.0035967814876105837 -0.020762928808698695 0.031141140360052496 -0.03355270208551013 -0.0086455262713343254 0.0539285210887539 -0.0021052673269678613 0.025608921773597457 -0.032550584022455302 -0.0098454256472439976 0.00069856323494417883 0.046466777522584789 -0.0038630502907443681 leaf_weight=311.82651121122763 8.4808015765156579 32.490068212151527 24.378107734024525 14.177887438330798 46.534051237860695 25.356925495434552 27.731660842429847 38.971945785917342 5.0110141746699783 5.1187846334651121 8.8581647453829628 5.6097144926898155 137.7632848052308 1495.8335218462162 6.3083039624616495 7.6248930827714512 leaf_count=5302 244 959 590 378 1892 507 559 608 104 177 181 90 1907 16697 90 113 internal_value=-0.000225047 -0.00637636 -0.00479154 0.0013595 -0.00741842 0.0187788 -0.0120792 -0.019417 0.000482206 0.0275192 0.00263832 0.000326355 0.000460929 -0.000193045 0.00382478 -0.0178065 internal_weight=2202.08 226.98 218.499 118.559 79.0241 39.5348 99.9399 66.7036 1975.1 10.1298 33.2363 1964.97 1951.73 1633.6 318.135 13.2346 internal_count=30398 5918 5674 3736 2851 885 1938 1167 24480 281 771 24199 23996 18604 5392 203 is_linear=0 shrinkage=0.05 Tree=127 num_leaves=23 num_cat=0 split_feature=11 11 2 5 3 5 11 9 0 3 2 2 3 5 3 5 8 11 11 1 1 0 split_gain=4.19535 6.10086 4.25381 3.27457 3.3215 7.73451 9.65698 5.29212 3.88584 4.20549 3.11593 3.85095 3.03953 2.97279 5.87869 5.4147 2.23723 1.82634 1.55797 4.44843 2.72889 1.12717 threshold=1166.6500000000003 1189.8350000000003 6.5000000000000009 1.1450000000000002 1029.3650000000002 52.085000000000008 470.65500000000003 843.00000000000011 3.5000000000000004 3106.6150000000002 7.5000000000000009 17.500000000000004 1080.1550000000004 49.025000000000013 3966.7250000000008 54.32500000000001 9883.1050000000014 7387.0650000000014 403.85000000000008 5.5000000000000009 5.5000000000000009 4.5000000000000009 decision_type=10 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 13 10 5 6 -5 -7 16 -10 18 21 17 14 -3 -15 -6 -4 20 -20 -1 -12 right_child=1 2 12 4 8 7 -8 -9 9 -11 11 -13 -14 15 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.00081391091017963917 0.041601498397797254 0.013798644245223196 -0.022825676682569199 0.0067109231887071104 -0.0094002457390789471 -0.00024403102560622203 0.049202860902780268 -0.022322415471319666 -0.0096778105338948053 0.049196162356761212 0.032417664248359568 -0.023992783954943656 0.014304120869324031 -0.013494089905357831 0.00043076561240024342 0.0017428379110180445 0.013969417319122525 0.0022058441226284818 -0.021656353933741344 0.0084552675989235451 -0.029522315268013577 0.0021511564971893392 leaf_weight=53.475292657734826 8.6245477665215713 144.92287452565506 34.107329310849309 87.134274737676606 176.42076464300044 296.57531996164471 15.002386326435952 28.934879371896386 5.0372766891960037 5.3808259968645871 9.0748416762799042 5.2416312322020522 7.9373126015998414 61.001195230521262 190.45453444123268 968.44132320955396 9.8362399712204915 8.5394761152565462 65.513153334148228 14.202442485839127 8.8982464242726547 5.1786046624183646 leaf_count=837 107 1480 294 1693 4234 4219 187 864 161 244 97 51 105 799 3222 10481 258 54 804 146 115 76 internal_value=0.000282962 0.00190303 0.0016284 -0.00264486 -0.00098821 0.00147671 0.0134174 -0.00228427 -0.00635355 0.0219375 -0.00896956 0.00927734 -0.0124547 0.00216276 0.00624599 0.000822879 -0.00807138 -0.0177632 -0.0115554 -0.0161913 -0.00538959 0.0226109 internal_weight=2209.93 1424.03 1415.4 785.906 624.322 427.647 102.137 325.51 196.675 10.4181 161.584 19.4951 50.5841 1364.82 335.377 1029.44 186.257 42.6468 142.089 79.7156 62.3735 14.2534 internal_count=30528 16542 16435 13986 11860 6963 1880 5083 4897 405 2126 224 453 15982 4702 11280 4492 348 1902 950 952 173 is_linear=0 shrinkage=0.05 Tree=128 num_leaves=14 num_cat=0 split_feature=10 0 0 9 9 10 11 3 3 11 7 7 3 split_gain=2.59016 3.35674 4.83104 2.94372 4.98257 3.17759 2.09125 2.8437 2.29741 2.2632 1.37128 1.33423 1.07921 threshold=10.005000000000001 21.500000000000004 17.500000000000004 3002.5000000000005 5497.0000000000009 16.415000000000003 4292.0750000000016 21303.910000000003 11051.620000000001 175.21000000000001 0.31255000000000005 0.041650000000000006 48784.830000000009 decision_type=10 8 8 10 10 10 10 8 8 8 8 8 8 left_child=6 2 3 5 -5 -2 7 8 9 -1 -8 12 -9 right_child=1 -3 -4 4 -6 -7 10 11 -10 -11 -12 -13 -14 leaf_value=0.0089165893649691182 0.017152138484336381 -0.035877821053332086 0.042366599610176969 -0.02926737547803572 -0.0011528866168876715 0.00083563169718523086 0.02675558658375848 -0.026432837634360162 0.023045155378657031 -0.011566894912500346 -0.0023603316175577226 -0.045150264302038189 0.0014289888120803049 leaf_weight=15.784584771376101 29.346044111065567 5.236546277999877 5.9860756844282141 20.481358718825504 61.04677051352337 1962.4820500109345 6.0397557094693157 6.9650291935540745 5.6090616784058502 66.459080973174423 8.5147252604365349 5.9839520563837132 5.4220835482701668 leaf_count=506 761 38 41 734 1464 24989 68 322 233 849 63 174 218 internal_value=0.000316865 0.000732763 0.000844567 0.00070191 -0.0085454 0.00108702 -0.00676736 -0.00923314 -0.00527079 -0.00751566 0.010344 -0.0266732 -0.0146679 internal_weight=2205.36 2084.58 2079.34 2073.36 81.5281 1991.83 120.778 106.224 87.8527 82.2437 14.5545 18.3711 12.3871 internal_count=30460 28027 27989 27948 2198 25750 2433 2302 1588 1355 131 714 540 is_linear=0 shrinkage=0.05 Tree=129 num_leaves=14 num_cat=0 split_feature=9 5 1 11 2 10 7 2 7 11 7 11 7 split_gain=2.63183 2.79843 5.32023 8.21876 6.32909 3.79999 4.05802 3.27851 3.09364 2.31836 2.2594 3.91267 3.40541 threshold=50150.000000000007 127.92500000000003 1.0000000180025095e-35 4150.8050000000012 4.5000000000000009 164.72000000000003 0.35785000000000006 1.5000000000000002 1.2213500000000004 14230.710000000001 0.97675000000000012 1527.6700000000003 0.91505000000000014 decision_type=10 8 10 10 10 10 8 10 10 10 8 10 10 left_child=1 8 5 4 -4 6 -3 -5 10 -7 12 -12 -1 right_child=-2 2 3 7 -6 9 -8 -9 -10 -11 11 -13 -14 leaf_value=-0.00073605690193905666 -0.032067419228749491 -0.0083542587663276071 0.016859576444240514 -0.030784033686735698 -0.025695670123233278 -0.003701009355735905 0.017827003584598409 -0.0038112025070725676 0.025886059758022897 0.011124758236327296 -0.030939822185026219 -0.0039087941334883872 0.013633293566782088 leaf_weight=1701.0518900561146 5.3913773191161445 16.243017463944852 41.996479312889278 28.238189382478595 9.9529915964230877 72.264493893831968 108.10692663118243 19.593132020905614 9.8761605843901616 40.045435018837452 14.549929344095288 105.19447854906321 41.236784821376204 leaf_count=25782 81 174 496 310 83 670 791 217 79 311 162 920 463 internal_value=-2.71951e-05 6.32425e-05 0.00425666 -0.00535912 0.00828069 0.0083374 0.0143279 -0.0201419 -0.000689646 0.00159269 -0.000847105 -0.00746374 -0.000385467 internal_weight=2213.74 2208.35 336.441 99.7808 51.9495 236.66 124.35 47.8313 1871.91 112.31 1862.03 119.744 1742.29 internal_count=30539 30458 3052 1106 579 1946 965 527 27406 981 27327 1082 26245 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=23 num_cat=0 split_feature=7 7 4 5 4 3 5 10 7 10 7 5 7 4 10 10 10 10 10 10 5 7 split_gain=2.82095 4.46399 9.11562 6.66822 4.37647 7.36916 3.37406 3.18075 5.14882 3.82291 2.89806 2.84607 4.47123 4.3155 2.50897 6.43661 6.43645 1.73575 1.41716 2.31525 1.65161 1.35204 threshold=0.27925000000000005 0.31255000000000005 2.5000000000000004 35.305000000000007 8.5000000000000018 4812.1850000000004 146.67500000000004 68.02500000000002 0.94965000000000011 68.885000000000005 0.26135000000000003 63.285000000000004 0.24300000000000002 3.5000000000000004 62.605000000000011 59.025000000000013 169.28500000000003 44.465000000000011 87.705000000000013 62.605000000000011 39.335000000000008 0.30865000000000004 decision_type=8 8 10 10 8 10 8 10 10 10 10 10 8 10 8 8 10 8 10 10 10 10 left_child=10 2 3 17 7 6 -6 8 -3 -9 11 14 13 -13 15 -1 -16 -2 19 20 -12 -5 right_child=1 4 -4 21 5 -7 -8 9 -10 -11 18 12 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.0034167870064544001 -0.017865923369643762 -0.0056315667340737846 -0.030486391504893903 0.026471957790320313 -0.0037144189926808357 0.061974976277645422 0.027638461119363522 0.025906032097884807 0.026192681088549292 0.0005384067542164668 -0.018152258542555973 -0.0039717123444459592 0.046353088089059365 0.021777256550419097 -0.020102294319732868 0.035168195910835892 0.01431226570959261 0.010906913929191089 0.0027061859888615519 -0.046335381091490019 0.0092307996160013988 0.055420845118836382 leaf_weight=378.72450269456021 9.5426973011344653 351.90820034733042 9.2920263074338418 33.526797034777701 26.028464340604842 6.1831356151960781 11.521282117813824 14.067822082899509 12.158123193308709 1111.7846656511538 27.179643203038722 62.492356288712472 5.3236847110092631 20.827550432179123 58.247493026312441 10.112367894034831 16.667955821380019 9.3147764597088116 8.3656142083927971 5.8312175450846544 5.9201521226204923 5.6890396280214182 leaf_count=8305 118 4715 184 419 430 105 109 187 99 12211 379 983 71 366 879 197 187 103 102 94 100 75 internal_value=-0.000501738 0.000591524 0.0130927 0.0205482 3.09825e-05 0.0154439 0.0062432 -0.000428126 -0.00448625 0.000882527 -0.0034249 -0.00238253 0.0057594 0.00258742 -0.00395862 -0.00231285 -0.0122919 -0.00356806 -0.0151942 -0.0191373 -0.0129809 0.0320696 internal_weight=2200.71 1601.02 67.3653 58.0733 1533.65 43.7329 37.5497 1489.92 364.066 1125.85 599.693 552.396 88.6436 83.3199 463.752 388.837 74.9154 18.8575 47.2966 38.931 33.0998 39.2158 internal_count=30418 18755 899 715 17856 644 539 17212 4814 12398 11663 10988 1420 1349 9568 8502 1066 221 675 573 479 494 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=22 num_cat=0 split_feature=7 1 5 10 4 1 7 5 11 1 1 1 4 7 7 5 5 11 10 10 11 split_gain=3.85839 6.0462 4.47164 12.8733 5.04868 4.47851 3.69554 7.04875 3.48074 3.06747 4.80456 3.93637 3.01008 2.97058 2.9567 8.72082 2.88258 2.50411 4.07615 2.58979 1.68086 threshold=0.7722500000000001 12.500000000000002 125.45500000000001 122.09500000000001 6.5000000000000009 1.5000000000000002 0.64945000000000008 71.095000000000013 3717.1150000000002 3.5000000000000004 9.5000000000000018 2.5000000000000004 3.5000000000000004 0.61435000000000006 0.58975000000000011 67.105000000000004 167.12000000000003 2566.7650000000008 74.865000000000023 66.175000000000026 1807.2250000000001 decision_type=8 8 8 8 10 10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 left_child=6 2 4 5 12 -4 13 20 -5 11 -11 -9 -2 14 16 -16 -1 19 -19 -15 -8 right_child=1 -3 3 8 -6 -7 7 9 -10 10 -12 -13 -14 17 15 -17 -18 18 -20 -21 -22 leaf_value=0.00019887990362430822 -0.0089998850999765696 0.027301347822834488 0.026002640898988412 -0.017851776552286043 0.036028971894791172 -0.0052255987068531139 -0.0050100791476789842 0.0084019886410772945 -0.0025450781712799712 0.042144650831840345 -0.0019478632581138194 -0.02740985992836445 -0.036043320479413166 0.0097741803270023492 0.050296578506311855 0.0018684122243455518 -0.014310719067400024 -0.023001115070639372 0.014581222186076791 -0.026762087363005463 -0.037487708740067203 leaf_weight=1250.5405659999233 272.95823848526925 13.986963756382464 50.286420844495296 49.30688988044858 5.055387311615049 14.085268313996492 7.9608130706474212 179.50675622513518 147.74475741852075 15.163964365608992 9.5238825846463424 6.99574817623943 9.9896468603983504 5.1352328136563328 10.503351394087074 50.199869615025818 34.183218561112881 10.851942633278666 17.437699169851843 26.200305067934096 8.8434319607913476 leaf_count=20106 3008 75 387 494 91 135 95 2190 1306 225 62 146 172 76 114 626 362 142 195 343 88 internal_value=-0.000440986 -0.00400636 -0.00486061 -0.000102436 -0.00914705 0.0191176 0.000787734 0.00667822 -0.00647121 0.00920484 0.0255267 0.00689299 -0.0100959 -0.000168616 0.000315391 0.0110082 -0.000194125 -0.0109976 0 -0.0205028 -0.0235282 internal_weight=2196.46 563.414 549.427 261.423 288.003 64.3717 1633.05 227.995 197.052 211.19 24.6878 186.503 282.948 1405.05 1345.43 60.7032 1284.72 59.6252 28.2896 31.3355 16.8042 internal_count=30438 5668 5593 2322 3271 522 24770 2806 1800 2623 287 2336 3180 21964 21208 740 20468 756 337 419 183 is_linear=0 shrinkage=0.05 Tree=132 num_leaves=21 num_cat=0 split_feature=4 2 4 3 11 11 5 9 8 9 2 8 11 11 7 5 7 3 7 3 split_gain=3.18495 5.61631 3.24453 3.95373 6.90075 5.45881 3.85555 4.3322 3.12647 3.15075 2.99817 3.4113 2.9393 5.9247 4.42979 3.08779 7.62742 3.31079 2.02155 1.17234 threshold=4.5000000000000009 5.5000000000000009 2.5000000000000004 8135.5100000000011 9512.3150000000005 3086.6000000000008 231.98000000000005 392.50000000000006 14012.000000000002 11010.000000000002 2.5000000000000004 2665.4700000000007 5000.1550000000016 4666.9350000000004 1.3680500000000004 37.82500000000001 0.43975000000000003 53313.735000000008 0.69045000000000012 391.32000000000005 decision_type=8 8 10 10 10 10 8 10 10 8 10 8 10 8 10 8 10 10 8 8 left_child=2 8 12 6 5 -5 7 -4 10 -10 11 -2 13 14 -1 17 -17 -14 -15 -12 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 19 -13 15 18 -16 16 -18 -19 -20 -21 leaf_value=-0.0002141583728845941 0.0082170853395998437 0.044951827048482121 -0.018886940299342146 0.0022651784091593931 -0.026101157112797438 0.070216242879474464 0.020854134496620956 0.0031495374833880674 0.049984829228842342 0.0026608289564557458 -0.033474558698760051 -0.011575148689107254 0.015855706744065817 -0.011042864144569876 -0.019916645338611365 -0.016128909072618075 0.0041075765193467964 -0.022868705530600195 -0.039589838554566471 -0.0010406812271516598 leaf_weight=1311.9774370810483 110.17545324447565 8.099962411914019 86.386620921548456 6.2647988570388424 6.0262958770617834 5.0094840594101697 7.897650451399385 29.107605669414625 6.2492422517389032 7.5271919886581609 6.6187244593165788 25.974891824414954 67.230336773209274 16.505394726991657 28.180739115923643 51.771824801340699 392.32531180046499 5.0331794321537009 11.072659860365091 5.0152998138219127 leaf_count=18786 1841 117 1311 323 103 131 89 950 67 155 161 760 680 211 273 572 3510 64 121 239 internal_value=8.36931e-05 0.00664539 -0.000466664 -0.00776374 0.0139354 0.0361259 -0.0109339 -0.0133109 0.00442941 0.0263962 0.00218441 0.00434778 7.94119e-05 -0.00113143 -0.00064673 0.00329235 0.00170628 0.012815 -0.0236638 -0.0210775 internal_weight=2194.45 169.661 2024.79 140.692 17.3006 11.2743 123.392 115.494 161.561 13.7764 147.784 136.15 1884.1 1367.74 1340.16 516.361 444.097 72.2635 27.5781 11.634 internal_count=30464 3340 27124 2907 557 454 2350 2261 3223 222 3001 2601 24217 19391 19059 4826 4082 744 332 400 is_linear=0 shrinkage=0.05 Tree=133 num_leaves=21 num_cat=0 split_feature=10 10 8 8 10 5 8 8 4 5 10 10 4 4 11 0 4 11 3 3 split_gain=3.27736 8.31275 4.0137 4.7397 3.82086 5.38358 3.66922 3.43605 4.19091 2.5795 2.90499 2.50604 1.97348 1.92314 1.86026 1.81001 1.70246 3.56892 1.58411 1.1699 threshold=76.745000000000019 74.475000000000009 3000.0150000000008 1999.9350000000002 75.295000000000016 71.095000000000013 4501.5900000000011 25118.360000000004 17.500000000000004 192.80500000000004 219.88500000000002 77.660000000000011 1.5000000000000002 2.5000000000000004 2699.9400000000005 5.5000000000000009 1.0000000180025095e-35 5564.5150000000012 648.6450000000001 232.51500000000001 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 8 8 left_child=1 7 3 11 5 -3 -4 8 15 14 -11 19 -9 -13 -8 -1 17 -6 -18 -2 right_child=2 4 6 -5 16 -7 9 12 -10 10 -12 13 -14 -15 -16 -17 18 -19 -20 -21 leaf_value=0.00075242788823840314 -0.036187380957578223 0.010545211433108289 -0.047187219559149285 0.031683517030218739 -0.0094478432569764723 0.065753236440395227 -0.03496322431211412 0.043741021268228965 -0.030298985199043955 0.024979186545333265 -0.017929968970149607 -0.00032665854969543887 0.00668588698025252 -0.0073812441640895565 -0.0049420231403767695 0.01239220969231531 0.038582044133743325 0.034032814870488669 0.0049246767913827191 -0.0075185558998055986 leaf_weight=1009.4359598127194 6.2100388165563318 9.4315991806797701 7.1169593855738631 9.9279259270988387 16.964980049058799 8.6762725389562529 9.7319136224687117 6.2420390741899583 9.6982226548716408 8.2761612925678474 5.8271097065880886 909.02731629647315 8.7670000568032265 107.38181736227125 11.562063891440628 33.640906432177871 7.4251273116096828 5.38597448170185 7.2067999457940468 9.5380615470930934 leaf_count=16690 65 121 138 199 191 102 199 62 245 126 85 9449 124 1523 164 600 123 46 108 141 internal_value=0.000273775 0.00216823 -0.00168312 -0.00105568 0.0209362 0.0393162 -0.0165698 0.00117656 0.00082125 -0.00914913 0.00690586 -0.00140579 0.0241785 -0.0010834 -0.0198396 0.00114413 0.011007 0.00182444 0.0236999 -0.0206079 internal_weight=2207.47 1122.87 1084.6 1042.09 55.0908 18.1079 42.5142 1067.78 1052.78 35.3972 14.1033 1032.16 15.009 1016.41 21.294 1043.08 36.9829 22.351 14.6319 15.7481 internal_count=30501 18412 12089 11377 691 223 712 17721 17535 574 211 11178 186 10972 363 17290 468 237 231 206 is_linear=0 shrinkage=0.05 Tree=134 num_leaves=22 num_cat=0 split_feature=10 3 4 8 3 10 2 3 10 10 10 4 0 2 0 5 10 5 1 2 1 split_gain=2.55862 4.89492 3.10186 4.95397 3.02265 2.81833 2.49518 2.40751 4.45925 7.04186 6.85702 5.98934 2.7441 4.22537 3.26008 3.86377 2.90649 2.23102 1.54505 0.663833 0.364956 threshold=117.34500000000001 1453.7800000000002 3.5000000000000004 2915.7250000000004 616.86000000000013 180.50500000000002 4.5000000000000009 318.5800000000001 15.625000000000002 30.555000000000003 25.645000000000003 2.5000000000000004 5.5000000000000009 8.5000000000000018 1.5000000000000002 22.275000000000002 62.995000000000012 8.3350000000000026 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 decision_type=8 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 left_child=7 2 4 5 6 -4 -2 8 18 10 -10 -11 14 16 17 -16 -14 -9 19 -1 -20 right_child=1 -3 3 -5 -6 -7 -8 12 9 11 -12 -13 13 -15 15 -17 -18 -19 20 -21 -22 leaf_value=0.00042068267112164022 -0.0034831825958777695 -0.039623537693803799 0.011165237093160418 -0.018699820363469705 0.024897246522636883 0.050305045856559441 -0.01593178557530682 0.01246818433794499 0.010452558814267952 0.0054950585592121737 0.069217103385145765 -0.0070712689134804696 0.041726789223340881 -0.020915939090519337 0.010823061976671412 -0.014414093309064303 0 -0.0011213421130019995 -0.024592918699095544 -0.014631649778469645 -0.011554476102628851 leaf_weight=42.492108692415059 365.93453428056091 8.4204083369113487 16.084322092123337 8.5535560790449363 7.6685393657535306 6.2946955282241097 44.804685031995177 30.225577654317021 15.296271869912745 476.21224386664107 6.8968241810798636 117.12568607600406 11.005339066497982 5.1382032833062103 17.40383926872164 85.202124672476202 6.5048174131661698 890.25216559809633 9.462977026589213 7.7039318121969691 27.447842797264457 leaf_count=393 3525 103 161 123 98 60 447 948 264 5057 110 1878 254 79 896 2771 123 12542 156 92 398 internal_value=-0.000569406 -0.00389361 -0.00312645 0.0118707 -0.00427276 0.024069 -0.00488865 0.000299813 0.00256364 0.00406945 0.0311271 0.00299831 -0.00121749 0.0156046 -0.00160965 -0.010022 0.0271423 -0.000656633 -0.00794571 -0.00203251 -0.0155896 internal_weight=2206.13 457.761 449.34 30.9326 418.408 22.379 410.739 1748.37 702.638 615.531 22.1931 593.338 1045.73 22.6484 1023.08 102.606 17.5102 920.478 87.1069 50.196 36.9108 internal_count=30478 4517 4414 344 4070 221 3972 25961 8348 7309 374 6935 17613 456 17157 3667 377 13490 1039 485 554 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=16 num_cat=0 split_feature=10 5 1 10 5 0 0 10 11 11 2 2 0 5 0 split_gain=2.46434 4.33332 2.94657 2.90726 3.87027 2.6298 2.32723 1.85458 1.75671 2.74207 2.39196 2.3397 2.37946 1.53602 1.46466 threshold=248.56500000000003 231.98000000000005 25.500000000000004 212.65500000000003 281.31500000000005 17.500000000000004 2.5000000000000004 151.29000000000005 581.85500000000013 866.33500000000015 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=8 10 8 10 10 10 10 10 8 8 10 10 8 8 10 left_child=1 2 5 4 14 6 -1 -6 10 -10 -2 13 -13 -11 -3 right_child=8 3 -4 -5 7 -7 -8 -9 9 11 -12 12 -14 -15 -16 leaf_value=0.00080783637702124965 -0.0053311882999936104 0.030337103949983832 -0.032825634542425951 0.044355627894193943 -0.031126739250992477 0.02422881380511804 -0.0050605689256372922 0.0048581021359800983 0.023359874630380705 0.0081976098510350183 -0.045361776069321652 -0.044393765962388254 0 -0.0072343238939797305 0.0033982093309253836 leaf_weight=1856.3247989232186 10.018580956384538 15.118428358808162 5.6882740892469874 6.750932039692997 5.556483890861271 10.527312800288199 184.75382955814712 6.9596956660971045 7.2832736521959296 20.282597444951534 5.637468295171856 6.6027770750224564 5.2989044487476358 63.957957858219743 8.4002041816711408 leaf_count=24595 115 110 41 65 46 83 4325 77 97 198 89 64 68 635 79 internal_value=0.000232525 0.000632749 0.000298859 0.0161997 0.00973455 0.000409084 0.000271975 -0.0118682 -0.00673052 -0.00419804 -0.0219037 -0.00655614 -0.026463 -0.00340754 0.0214502 internal_weight=2219.16 2100.08 2057.29 42.7857 36.0348 2051.61 2041.08 12.5162 119.082 103.426 15.656 96.1422 11.9017 84.2406 23.5186 internal_count=30687 29421 29044 377 312 29003 28920 123 1266 1062 204 965 132 833 189 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=27 num_cat=0 split_feature=10 7 7 7 7 7 3 7 10 0 7 1 10 3 7 8 7 7 4 3 7 10 10 0 10 7 split_gain=2.8033 4.76034 3.96258 3.77684 3.64054 5.99253 5.89796 4.29027 3.41932 5.85332 3.30752 5.96571 4.25702 3.06799 2.95884 2.87755 2.65898 3.16657 2.348 2.16905 2.01576 1.9902 1.92794 1.20938 1.33088 0.223686 threshold=101.56500000000001 0.27925000000000005 0.14615000000000003 0.29645000000000005 0.13585000000000003 0.14615000000000003 789.47500000000014 0.12965000000000002 104.91500000000001 1.0000000180025095e-35 0.33415000000000006 1.0000000180025095e-35 44.465000000000011 3450.3750000000005 0.33705000000000007 2068.3750000000005 0.053100000000000001 0.094050000000000009 9.5000000000000018 1056.4550000000002 1.1013500000000003 118.95500000000001 29.895000000000003 1.0000000180025095e-35 192.17000000000004 0.22385000000000002 decision_type=8 10 8 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 left_child=1 4 15 23 7 22 -7 18 9 -5 11 12 -3 -9 -12 16 -2 -18 -1 -13 -16 -10 -6 25 -25 -4 right_child=2 10 3 8 5 6 -8 13 21 -11 14 19 -14 -15 20 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 leaf_value=0.00032945213529301804 0.052339079256028577 -0.0028198370992017626 -0.03247894726692873 -0.0042173881611963894 -0.012586826341254631 0.0045785329778462785 -0.011351052301819467 0.0025611852509847565 0.0036954928610766855 -0.045881587293127329 -0.029112629051735568 -0.022234545263769123 0.026558950922014258 0.051198805959612348 0.0015454398872923286 -0.0081117493824439113 -0.016382694918030204 0.028856299555266265 -0.023884813193890589 0.0047632162278031694 0.01432344954825064 -0.0036977937593261276 -0.049413582815668725 0.004741564060727837 -0.023823913068526884 -0.017342246630692539 leaf_weight=260.28487348603085 5.3574362192303004 15.573102610651402 11.801113234832885 28.339479632675648 7.3438553500454899 92.70806786371395 151.27302571269684 6.6500591440126282 116.85701965540648 11.34636841341853 6.6965153454802921 12.541724796872588 50.631165691651404 6.0301539208739996 917.5086679244414 8.8268082020804268 5.3737882785499087 8.8871613554656488 9.4000595286488515 15.383838913869111 31.092733986675739 393.25246328301728 9.6150754685513657 9.0512394811958057 5.7859427221119395 11.78465650975704 leaf_count=6289 81 180 128 247 127 1131 2689 90 1193 181 98 202 495 114 11756 164 57 91 341 393 238 3750 167 126 79 114 internal_value=-0.000450267 0.00065559 -0.00331103 -0.00420731 -0.00313567 -0.00738324 -0.00528373 0.000784169 -0.00311828 -0.0170872 0.00262426 0.0115262 0.0196347 0.0281084 0.00173075 0.0145666 0.0249112 0.0115253 -0.000581202 -0.00753846 0.00198418 -0.00199042 -0.0353335 -0.0191891 -0.00688311 -0.0261322 internal_weight=2209.4 1592.73 616.663 588.218 543.305 260.94 243.981 282.365 549.795 39.6858 1049.43 94.1298 66.2043 12.6802 955.298 28.4452 19.6184 14.2609 269.685 27.9256 948.601 510.109 16.9589 38.423 14.8372 23.5858 internal_count=30521 24310 6211 5818 10948 4114 3820 6834 5371 428 13362 1270 675 204 12092 393 229 148 6630 595 11994 4943 294 447 205 242 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=24 num_cat=0 split_feature=11 5 7 10 7 7 11 10 11 7 11 10 10 5 10 10 3 10 7 7 3 10 11 split_gain=1.39223 5.65276 5.90651 4.46079 5.20387 4.58207 3.7821 8.66486 5.03634 4.48095 3.54045 7.64889 7.9228 4.46494 4.59296 7.29775 3.83538 3.48752 2.77615 2.37281 2.31287 0.776571 0.242177 threshold=5000.1550000000016 40.465000000000011 0.27925000000000005 94.495000000000019 0.63345000000000007 0.31700000000000006 10895.360000000002 131.34500000000006 10000.210000000001 0.12595000000000003 4588.5850000000009 84.495000000000019 55.525000000000013 136.99500000000003 90.195000000000007 96.180000000000021 3158.3900000000008 475.64000000000004 0.99995000000000012 0.92470000000000008 36568.645000000004 56.665000000000006 4762.3100000000004 decision_type=10 10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=10 6 21 5 -5 -4 8 20 9 -2 13 12 -12 17 19 -16 -14 18 -1 -15 -8 -3 -13 right_child=1 2 3 4 -6 -7 7 -9 -10 -11 11 22 16 14 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.00074038588115342549 -0.019284656583778721 -0.044985192724211615 0.046900094794073213 -0.036812607705760128 -0.0024565888646735667 0.0042019116007621588 -0.028389909914819308 0.042989282600563603 0.063651790449031645 0.021257958720001247 -0.028285220094963589 -0.023574813297996391 0.051957664206485316 -0.027894150453668332 0.061077305328701682 0.0083177349248686021 0 -0.038252111747465747 -0.011359182585697784 0.0098522627716148108 0.0017540292309825485 -0.015012002923195315 -0.046941621696795444 leaf_weight=1367.9434633338824 7.0743937045335761 6.3413741742260736 5.4909559097141019 10.625767761841415 231.09696646500379 250.51935528125614 13.393966417759659 7.5550155751407173 5.359268714208155 44.806376175489277 10.03396362019703 6.6296209320426014 6.7156090005300921 11.444769124500455 6.050889005418866 113.66415595076978 6.2572190761566162 5.3987703993916503 63.581683824770153 5.3883290439844123 10.679702799301593 6.1275372672826052 10.355874371714888 leaf_count=22019 102 71 61 102 2023 2642 140 56 47 563 152 69 85 110 55 1126 77 69 616 43 137 67 117 internal_value=-0.000181654 0.00187199 -0.000154743 0.000718113 -0.00413287 0.00531608 0.0134355 -0.000318213 0.0209962 0.0153749 -0.000947946 -0.0154594 0.00329964 -0.000566355 0.00803499 0.0115097 0.028363 -0.00139222 -0.00122311 -0.0156561 -0.0152812 -0.032835 -0.0399172 internal_weight=2212.54 599.071 510.202 497.733 241.723 256.01 88.8687 31.6287 57.24 51.8808 1613.46 39.9923 23.0068 1573.47 136.548 119.715 12.9728 1436.92 1431.53 16.8331 24.0737 12.4689 16.9855 internal_count=30549 6011 4966 4828 2125 2703 1045 333 712 665 24538 500 314 24038 1334 1181 162 22704 22635 153 277 138 186 is_linear=0 shrinkage=0.05 Tree=138 num_leaves=10 num_cat=0 split_feature=11 8 7 7 10 7 5 5 11 split_gain=2.83334 2.57538 2.42505 4.53196 4.86944 4.61559 3.25458 8.93865 3.8413 threshold=50723.840000000004 49050.000000000007 0.76975000000000016 1.1013500000000003 115.87000000000002 1.0505500000000001 127.92500000000003 94.050000000000026 1345.0050000000003 decision_type=10 8 10 10 10 10 8 10 10 left_child=1 2 6 5 -5 -4 7 -1 -8 right_child=-2 -3 3 4 -6 -7 8 -9 -10 leaf_value=0.00064514086356498069 0.022129135892330207 -0.027516802570978036 -0.004480065794262994 0.015541444129748 -0.0013513495896854265 -0.02396687184459708 0.0021880565730570275 0.016700726254976535 -0.019189771936060349 leaf_weight=1447.4022205409128 13.555946037173269 7.4726651655510059 291.90784901799634 54.07656398974359 186.94211298041046 33.259045105427504 40.942907289601862 91.288752038031816 40.9999397136271 leaf_count=22751 92 101 3314 430 1704 297 466 1066 324 internal_value=0.000142224 -1.34768e-06 0.000102925 -0.0027087 0.00246673 -0.00655593 0.00108934 0.00161118 -0.00855042 internal_weight=2207.85 2194.29 2186.82 566.186 241.019 325.167 1620.63 1538.69 81.9428 internal_count=30545 30453 30352 5745 2134 3611 24607 23817 790 is_linear=0 shrinkage=0.05 Tree=139 num_leaves=25 num_cat=0 split_feature=10 10 8 10 7 7 10 5 5 4 7 9 5 7 7 4 7 7 2 7 5 10 7 7 split_gain=2.06038 5.89945 4.0389 3.68433 4.57254 6.11325 3.89432 3.15759 7.66079 3.42923 2.97958 2.93551 2.68151 2.64719 2.61846 1.44334 2.82054 2.59213 2.563 2.45317 1.26585 1.2158 1.15453 0.886415 threshold=76.745000000000019 74.475000000000009 25118.360000000004 83.545000000000016 0.77575000000000005 0.28665000000000007 84.495000000000019 86.245000000000019 88.365000000000023 1.0000000180025095e-35 0.61165000000000014 15945.500000000002 60.225000000000001 1.1309000000000002 0.68535000000000013 1.0000000180025095e-35 0.36185000000000006 0.60905000000000009 1.0000000180025095e-35 0.76975000000000016 126.59000000000002 79.735000000000014 0.45865000000000006 0.58975000000000011 decision_type=8 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 left_child=1 2 11 4 5 -2 14 9 -9 -8 -7 13 -4 -1 23 17 -17 22 -18 -19 21 -6 -3 -5 right_child=3 15 12 6 20 10 7 8 -10 -11 -12 -13 -14 -15 -16 16 18 19 -20 -21 -22 -23 -24 -25 leaf_value=-0.00024343824649143957 -0.033528588748923775 0.0029246492338123233 0.0023917023616651691 0.020015987917099503 -0.013946187746650008 -0.0073072265331636304 -0.0032943683872506211 0.036959853277077133 -0.00034153319678318131 -0.018000717202532115 0.009482994623655842 -0.027838811188102566 0.045590765181740621 0.029514511285431123 0.044890402828438127 -0.0044183982517835728 0.049392681510805982 -0.031837785868874778 0.0060727383829192946 0.012495321460739714 -0.0042067689377265306 -0.043444730252534314 0.027541588332411739 -0.004156258817011458 leaf_weight=1039.1822523134761 15.723411353770642 8.1662400178611296 7.1850636163726431 5.6104897377081233 7.2666737092658904 70.033688820898533 225.13807140104473 13.07000557752326 626.34388840012252 47.706818304955959 40.988860526587814 8.5768999769352359 7.0237141260877252 6.5271989069879046 6.2673251712694755 5.0675525027327266 11.048720384947957 5.2293771561235172 5.5917874053120604 5.2489697523415089 5.1258982978761223 12.577200293540953 13.648867938667534 7.6817666413262486 leaf_count=17292 281 90 99 86 87 930 2503 207 6281 815 524 209 79 44 72 91 114 56 124 45 41 135 148 88 internal_value=-0.000589002 0.000908832 8.20158e-05 -0.00214471 -0.00934749 -0.00533552 -0.000957859 -0.00144644 0.000469644 -0.00594037 -0.00103443 -0.000282073 0.0256683 -2.48957e-05 0.0205483 0.0168787 0.0267896 0.00946175 0.0362886 -0.0100404 -0.02853 -0.0340698 0.0190778 0.0063833 internal_weight=2206.03 1122.5 1068.5 1083.53 151.716 126.746 931.818 912.259 639.414 272.845 111.023 1054.29 14.2088 1045.71 19.5596 54.0015 21.7081 32.2935 16.6405 10.4783 24.9698 19.8439 21.8151 13.2923 internal_count=30441 18391 17723 12050 1998 1735 10052 9806 6488 3318 1454 17545 178 17336 246 668 329 339 238 101 263 222 238 174 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=28 num_cat=0 split_feature=11 4 10 3 7 11 10 4 7 3 4 3 11 8 10 10 8 2 11 0 10 10 10 10 10 7 10 split_gain=2.73034 5.58785 3.63703 5.73173 6.40766 5.05064 4.92712 7.585 4.00314 3.71465 9.55288 6.86615 5.92578 4.01083 3.32938 3.50735 2.96844 2.84634 2.63868 2.5581 2.70736 4.38367 2.29547 4.60768 3.13047 2.09716 1.35919 threshold=1.0000000180025095e-35 3.5000000000000004 56.965000000000011 1056.4550000000002 0.034350000000000006 459.52000000000004 14.845000000000001 1.5000000000000002 0.018950000000000005 4653.6950000000006 2.5000000000000004 4906.0600000000004 9512.3150000000005 267.48000000000008 104.91500000000001 34.155000000000008 5189.5750000000007 1.0000000180025095e-35 92.875000000000014 1.0000000180025095e-35 48.185000000000009 34.155000000000008 115.87000000000002 88.625000000000014 175.29000000000002 0.38525000000000004 25.645000000000003 decision_type=10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 left_child=1 19 3 6 8 -6 25 -8 -5 13 11 -11 -12 18 15 26 -15 -17 -4 22 21 -21 23 -1 -24 -2 -3 right_child=2 14 9 4 5 -7 7 -9 -10 10 12 -13 -14 16 -16 17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.0060493394161099034 0.0050458697282091559 0.0037639329000110746 -0.031976836014070496 -0.0010537261652076768 -0.0211827129520148 0.00023642931213987181 0.024429498136832345 -0.0030439619077910394 0.045662481707562874 0.045440543851759996 0.075317375835562583 -0.0017505972049431683 0.013398145527364017 -0.015444246308026256 0.037832232283743862 -0.021654649250660983 0.0031583385121112164 0.016580910640633193 -0.00066530556652838121 -0.026481805352123262 -0.039609509948986266 0.024167346823246429 0.037920243888994856 -0.046885042860790357 -0.012694684348601486 -0.014129008713238101 0.040220249534123509 leaf_weight=74.107502631377429 68.209525446873158 5.2408428613562146 5.7744963075965634 7.0113017549738315 29.237135966075584 301.74182794219814 88.487642829306424 34.217104019131511 11.019659972283987 7.3311019800603381 6.6181169673800495 100.85535715147853 9.4419919233769161 82.914012795779854 7.4717153860256067 14.296419536229225 27.846235525794327 6.1333054923452428 1241.591719978489 11.316337728407239 13.96890594367869 5.5327607796061775 5.2980250436812621 6.752369442023336 5.0042004473507404 16.918355070054531 5.3117771856486806 leaf_count=1590 841 388 77 279 662 5227 1051 516 243 89 112 1091 110 1772 109 307 392 230 13403 746 468 240 59 115 61 161 154 internal_value=-9.7388e-05 -0.00635873 0.000395644 0.00383884 -6.72031e-05 -0.00169868 0.0103911 0.0167652 0.0281334 -0.000896114 0.00733706 0.00178834 0.0421263 -0.00165784 0.0100089 0.00216962 -0.0107362 -0.00970437 -0.000839762 -0.0115987 -0.0239233 -0.00914777 -0.00716368 -0.0100516 0.0139443 0.00105719 0.0244405 internal_weight=2199.65 160.434 2039.22 556.843 349.01 330.979 207.833 122.705 18.031 1482.37 124.247 108.186 16.0601 1358.13 38.4541 30.9823 110.76 20.4297 1247.37 121.98 30.818 16.8491 91.1621 80.8599 10.3022 85.1279 10.5526 internal_count=30493 4467 26026 8980 6411 5889 2569 1567 522 17046 1402 1180 222 15644 1188 1079 2164 537 13480 3279 1454 986 1825 1705 120 1002 542 is_linear=0 shrinkage=0.05 Tree=141 num_leaves=12 num_cat=0 split_feature=8 3 3 5 5 10 3 11 10 4 11 split_gain=2.29069 2.18257 4.39616 5.53284 6.48052 2.96433 2.23883 5.69584 6.73142 2.45637 1.80849 threshold=44224.055000000008 3783.6800000000007 3900.1650000000004 55.895000000000003 64.665000000000006 71.00500000000001 3320.2250000000004 1220.2500000000002 62.205000000000005 23.500000000000004 17792.005000000001 decision_type=10 10 10 10 10 10 8 8 8 10 8 left_child=1 6 -3 5 -5 -4 9 -8 -9 10 -1 right_child=-2 2 3 4 -6 -7 7 8 -10 -11 -12 leaf_value=0.00044519278048498097 -0.02677102499421526 -0.03367464673603987 -0.0069648915032007449 0.020502426767958857 -0.0026351436873203061 0.025028974823385106 -0.020854522876727122 0.056344214607359971 0.0044165572399148091 0.025382572738964312 -0.0067251918029167263 leaf_weight=1611.0731582646258 7.2334731053560963 10.750981357414274 304.13392778369598 47.681725106202066 78.679640651214868 6.3917503966949871 8.4596321659628284 9.2370832241140324 17.086396989412606 8.6272718878462893 91.999181124381721 leaf_count=21025 95 163 6259 556 880 92 200 142 215 138 702 internal_value=-0.000439168 -0.000337925 -0.00345 -0.0026196 0.00614885 -0.00621206 0.000458382 0.0128386 0.0242165 0.000196538 5.11985e-05 internal_weight=2201.35 2194.12 447.638 436.887 126.361 310.526 1746.48 34.7831 26.3235 1711.7 1703.07 internal_count=30467 30372 7950 7787 1436 6351 22422 557 357 21865 21727 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=20 num_cat=0 split_feature=10 10 4 9 4 9 5 5 11 3 3 4 4 3 5 3 5 10 5 split_gain=2.59043 3.70162 4.81641 3.82251 2.31951 3.15065 2.54078 3.41364 2.62007 1.80765 4.34881 4.54349 4.07431 3.86236 4.68788 3.47484 1.39827 1.11291 0.264003 threshold=14.845000000000001 16.675000000000004 1.0000000180025095e-35 1999.5000000000002 1.0000000180025095e-35 999.50000000000011 10.075000000000001 8.3350000000000026 270.15000000000003 327.44000000000005 470.19500000000011 1.5000000000000002 4.5000000000000009 96.660000000000011 84.50500000000001 19.500000000000004 8.8250000000000011 5.1150000000000011 9.4350000000000005 decision_type=10 10 10 10 8 10 10 8 8 10 10 10 10 10 10 10 10 8 10 left_child=4 2 -2 -4 6 17 7 8 -1 13 11 -11 -12 15 -15 -3 -7 -6 -19 right_child=1 9 3 -5 5 16 -8 -9 -10 10 12 -13 -14 14 -16 -17 -18 18 -20 leaf_value=0.012894216678311379 0.054382330002356427 0.0011935931149856887 -0.027432699415919189 0.027627028573098129 -0.0099591605408502898 0.019794472885910196 0.026954741050133769 -0.038369883984085223 -0.0065126953076914051 -0.0064656726260379554 -0.0014996958719818683 -0.041280103849641606 0.010953487009807436 0.024530502269632014 0.0021808733382701431 -0.016241805981726601 -0.012408184515674908 -0.045451493127991884 -0.023393655948749106 leaf_weight=21.244521231390536 6.2772185318172005 919.86918316874653 5.0340446275658888 5.5856815602164716 8.4207759092096257 5.7748222658410651 5.7283327523618928 6.0424674637615672 77.763501326553524 37.450736346654594 878.95938993664458 11.96503571840003 69.93736806884408 38.051744184456766 60.732012860942632 28.470539844129235 5.6193941498640925 6.5465878811664906 9.475288955960421 leaf_count=382 101 9454 151 143 342 336 92 115 970 585 13076 282 1601 703 859 484 439 201 310 internal_value=-6.8388e-05 0.000387128 0.0230299 0.000982182 -0.00646888 -0.0173715 -0.00277329 -0.00468037 -0.00221119 0.000186475 -0.00133238 -0.0156461 -0.000566019 0.00163919 0.0109997 0.000648333 0.00378962 -0.0271938 -0.034841 internal_weight=2208.95 2062.33 16.8969 10.6197 146.616 35.8369 110.779 105.05 99.008 2045.44 998.313 49.4158 948.897 1047.12 98.7838 948.34 11.3942 24.4427 16.0219 internal_count=30626 27439 395 294 3187 1628 1559 1467 1352 27044 15544 867 14677 11500 1562 9938 775 853 511 is_linear=0 shrinkage=0.05 Tree=143 num_leaves=24 num_cat=0 split_feature=3 4 7 3 7 10 10 3 8 10 10 5 8 8 5 8 7 5 10 3 3 8 5 split_gain=3.6748 2.31547 4.23912 2.53844 4.13493 2.49705 2.31403 2.10133 1.86529 7.06239 6.74017 6.83902 3.58307 3.03286 1.84572 1.82728 4.95865 1.76882 3.28533 1.4271 1.42202 0.64468 0.15845 threshold=20420.335000000003 1.0000000180025095e-35 0.091950000000000018 36568.645000000004 0.20735000000000003 10.785000000000002 24.375000000000004 27910.165000000005 8702.385000000002 68.02500000000002 52.685000000000009 69.425000000000026 7905.6000000000013 17382.360000000004 19.295000000000005 6477.2300000000005 0.23495000000000002 131.67500000000004 169.28500000000003 19048.610000000004 44902.67500000001 1.0000000180025095e-35 47.985000000000007 decision_type=10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 8 8 left_child=8 2 5 7 -5 -2 14 -4 12 10 13 -12 15 -10 20 19 -17 -11 -19 -1 -3 22 -8 right_child=1 6 3 4 -6 -7 21 -9 9 17 11 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 leaf_value=0.00047755162925890247 -0.0061251607875757331 -0.02668023443155193 0.0072495262455694104 -0.0041593823159437613 0.043540503103509515 -0.046393727937874774 -0.025787806859157342 -0.018466258775121026 -0.010667134352164782 -0.02624658664505311 0.089166284000000956 0.014481688472624788 -0.033729650270757659 0.021893679793113623 0.017040847987180176 -0.012446539683721308 0.050184658267407138 0.015722945228612457 -0.024837604816328816 0.019684056594406498 0.0015108873903037978 -0.045491893520148083 -0.0092275266997599737 leaf_weight=2009.288033236051 9.6447462942451221 9.072161739226436 17.788507748395208 8.3886305317282694 8.1272735707461816 6.2939805835485449 7.7776312665082523 12.659418456256388 11.914373075123878 9.5035267071798426 5.4211771152913553 7.1405281890183687 6.584549404680728 14.934816814959047 5.3031847102101883 5.3705838369205576 5.4655105732381344 11.437428467907017 7.3331030132248989 8.7348907883279008 7.2935734579805276 5.7531472644768646 5.1116712419316181 leaf_count=26668 208 462 195 90 74 114 139 133 329 168 78 84 159 199 152 170 81 164 111 148 333 170 56 internal_value=0.000380739 -0.00878022 -0.00260195 0.00494799 0.0201734 -0.024122 -0.0180035 -0.00353062 0.000836661 0.00894593 0.0224334 0.0512798 0.000560287 0.00740102 -0.00612228 0.000690598 0.020292 -0.00980742 -0.000324792 0.00057287 -0.0144651 -0.0305443 -0.0207175 internal_weight=2206.34 103.214 62.9026 46.9638 16.5159 15.9387 40.3114 30.4479 2103.13 67.685 39.4109 12.5617 2035.44 26.8492 21.6689 2028.86 10.8361 28.2741 18.7705 2018.02 16.3657 18.6424 12.8893 internal_count=30485 2126 814 492 164 322 1312 328 28359 1133 690 162 27226 528 947 27067 251 443 275 26816 795 365 195 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=18 num_cat=0 split_feature=9 3 8 11 11 11 11 7 11 11 7 4 4 4 7 4 4 split_gain=3.5184 2.59886 5.67154 4.60444 4.4269 3.39934 3.79512 3.54975 7.673 4.88508 3.44005 2.88937 2.31585 2.04924 2.01745 1.58197 1.37506 threshold=16050.000000000002 746.95000000000016 8345.2850000000017 1.0000000180025095e-35 63.250000000000007 3462.9400000000005 2919.4550000000004 0.23050000000000001 5564.5150000000012 5107.8900000000003 1.1467500000000002 13.500000000000002 1.5000000000000002 1.5000000000000002 0.34115000000000006 6.5000000000000009 3.5000000000000004 decision_type=10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 left_child=1 5 3 14 -5 6 11 8 -7 -9 -8 -1 -2 -4 -3 -14 -15 right_child=12 2 13 4 -6 7 10 9 -10 -11 -12 -13 15 16 -16 -17 -18 leaf_value=0.0021610162161414775 0.0019995625981275452 -0.025847692094262367 0.041184044784794628 0.039681943892162945 -0.002041029665392444 0.054775591642151282 0.022086823154147971 -0.013479609411839689 -0.0092918256238695412 -0.00012751068790264742 -0.017597187099730342 0.024579236028132619 -0.040743269479991989 -0.0054837810013319277 -0.002133781410683161 -0.0047834211415174292 0.024211146739303847 leaf_weight=811.55392111744732 8.1088749347254652 28.549165915464982 8.2360247834585625 5.3986972705461076 822.74740966293029 7.3721805689856437 41.184570575132966 87.568699768744409 9.7962356209754926 305.91838563838974 5.3730833716690531 13.698036541696636 10.032812314108011 7.0806068780366314 13.842789409682153 5.104277173988522 6.4922842010855675 leaf_count=10741 108 1658 147 114 12463 72 419 879 80 2584 48 208 215 162 301 121 196 internal_value=-4.94826e-05 0.000159335 -0.00190896 -0.0025562 -0.00171548 0.00160273 0.00337048 -0.00213706 0.0194444 -0.00313827 0.0171282 0.00256848 -0.0189928 0.0226868 -0.0184469 -0.0299752 0.00906371 internal_weight=2198.06 2174.81 892.347 870.538 828.146 1282.47 871.81 410.656 17.1684 393.487 46.5577 825.252 23.246 21.8089 42.392 15.1371 13.5729 internal_count=30516 30072 15041 14536 12577 15031 11416 3615 152 3463 467 10949 444 505 1959 336 358 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=14 num_cat=0 split_feature=1 3 3 5 3 7 7 7 10 11 11 4 11 split_gain=2.70124 1.76795 4.53982 3.63102 9.22959 3.82687 3.13572 7.62862 9.78797 5.55911 11.0176 4.04692 1.99162 threshold=26.500000000000004 247.38500000000002 273.61500000000007 59.745000000000012 845.49000000000012 0.64945000000000008 0.76975000000000016 0.69045000000000012 96.685000000000016 1506.8850000000002 1558.0700000000002 1.0000000180025095e-35 1423.7600000000002 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 10 left_child=1 6 -3 4 -4 -5 7 11 -9 12 -11 -1 -8 right_child=-2 2 3 5 -6 -7 9 8 -10 10 -12 -13 -14 leaf_value=0.0058550851877352929 -0.03218917046231367 -0.032418674918739246 0.019546752426275325 -0.0078949846174306681 -0.00039167831409721543 0.000919623261469991 -0.0093856652116087198 0.040855220480601383 -0.0023364749855832026 0.059716519937794012 0.00014993313807778043 -0.0027593993153517786 -0.034510163455081858 leaf_weight=330.57932323776186 5.4388526603579512 10.518520674668251 64.208442830946296 276.72472049621865 524.04024940356612 219.21736303251237 91.438216815702617 29.207268604077399 22.633243286050856 6.9254782684147349 387.79809556435794 229.84302720287815 8.1079962179064733 leaf_count=3245 37 157 1089 4138 10189 2852 1104 314 211 65 3511 3586 81 internal_value=0.000143219 0.000239956 -0.00118149 -0.000844228 0.00180563 -0.00399466 0.00165052 0.00404124 0.022216 -0.001303 0.00135594 0.00231454 -0.0118046 internal_weight=2206.68 2201.24 1094.71 1084.19 588.249 495.942 1106.53 612.263 51.8405 494.27 394.724 560.422 99.5462 internal_count=30579 30542 18425 18268 11278 6990 12117 7356 525 4761 3576 6831 1185 is_linear=0 shrinkage=0.05 Tree=146 num_leaves=15 num_cat=0 split_feature=3 2 8 8 8 10 10 4 4 9 3 11 3 10 split_gain=3.55155 2.97737 2.913 5.23626 4.0303 4.80629 3.56552 3.08686 4.30121 2.89949 4.10768 3.15272 1.57886 0.741379 threshold=44902.67500000001 1.0000000180025095e-35 1399.8300000000002 1988.3650000000002 1100.0900000000004 64.155000000000015 72.50500000000001 17.500000000000004 4.5000000000000009 3002.5000000000005 11051.620000000001 6675.1350000000011 53313.735000000008 74.475000000000009 decision_type=10 10 8 10 8 10 10 10 10 10 8 10 8 10 left_child=2 12 4 6 7 -6 -4 8 -1 11 -11 -5 -2 -9 right_child=1 -3 3 9 5 -7 -8 13 -10 10 -12 -13 -14 -15 leaf_value=0.00021285689715376343 0.047518195297132075 -0.0022233056549621844 -0.042780464343019131 0.0064493484579205944 -0.004185646942864777 0.05808673511248668 0.0016296187146491857 -0.033883234009196329 0.01076689282841611 -0.0061072032334074768 -0.044780624211066024 -0.01652263973229403 0.012754379194088811 -0.0076294392974198925 leaf_weight=1851.2542658930179 7.4564610985107729 9.8647213231306505 13.675460782600569 86.373131087981164 5.3002349894959462 5.6599912475794554 6.1213715132325879 6.5804060501977784 100.92717769206502 61.845065485918894 6.890982794109731 16.963472149800509 7.7873047809116551 6.2577242273837328 leaf_count=22963 115 336 422 1877 203 134 140 128 1567 1659 387 206 164 80 internal_value=0.000425274 0.0187585 0.000202078 -0.00566027 0.000776422 0.0297224 -0.02939 0.000597391 0.00076629 -0.00274726 -0.0106426 0.00250819 0.0319453 -0.0229237 internal_weight=2192.96 25.1085 2167.85 191.869 1975.98 10.9602 19.7968 1965.02 1952.18 172.073 68.736 103.337 15.2438 12.8381 internal_count=30381 615 29766 4691 25075 337 562 24738 24530 4129 2046 2083 279 208 is_linear=0 shrinkage=0.05 Tree=147 num_leaves=18 num_cat=0 split_feature=10 5 10 4 5 3 2 1 0 1 7 7 7 10 3 5 10 split_gain=2.24327 3.58189 2.46383 4.01687 5.83859 4.20624 2.5937 1.89294 8.11323 7.48243 1.62577 3.22829 2.37002 1.83768 0.957988 0.520058 0.203304 threshold=10.785000000000002 8.3350000000000026 17.445000000000004 1.0000000180025095e-35 29.025000000000002 19809.955000000005 17.500000000000004 3.5000000000000004 8.5000000000000018 2.5000000000000004 0.010850000000000002 0.049300000000000004 0.14615000000000003 4.4050000000000011 8884.6900000000005 15.320000000000002 8.3750000000000018 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 10 3 5 15 14 7 9 -9 -4 -1 13 -13 -12 -2 -5 -3 right_child=2 16 6 4 -6 -7 -8 8 -10 -11 11 12 -14 -15 -16 -17 -18 leaf_value=-0.022282605462542664 0.026080563700500953 -0.017331286367782969 1.3035651454423061e-05 -0.0092107461632649958 0.027101719803757945 -0.0053878597317629237 0.020594566741486377 0.0072189822912415748 -0.027244247176331438 -0.017147498328788504 0.00083415247699319202 -0.01839040377744049 -7.912032779726042e-05 0.029018407174752067 0.06056232197555439 -0.032581611765841921 -0.038773356541084394 leaf_weight=9.509696717374025 8.8085466157645005 6.0863859830424172 1737.3712582134176 6.0473335629794764 8.6739103815052641 6.175820739939808 14.289942319504915 200.95284977159463 17.630251589231193 64.9096925558988 12.588651816360654 26.144168274011463 52.249596364796162 10.441579781938342 5.0776376631110898 6.8628639790695161 6.5407987518701702 leaf_count=558 142 280 22397 236 205 101 93 2686 216 1440 274 387 560 239 86 301 248 internal_value=-5.9252e-05 -0.0065786 0.000329195 0.0122241 -0.00260875 0.0277859 7.74455e-05 -7.52764e-05 0.0043051 -0.0006114 -0.00352206 -0.00151384 -0.00640359 0.0144964 0.0422464 -0.0234429 -0.0308353 internal_weight=2200.36 123.561 2076.8 41.6461 21.5841 20.062 2035.15 2020.86 218.583 1802.28 110.934 101.424 78.3938 23.0302 13.8862 12.9102 12.6272 internal_count=30449 2546 27903 1071 742 329 26832 26739 2902 23837 2018 1460 947 513 228 537 528 is_linear=0 shrinkage=0.05 Tree=148 num_leaves=23 num_cat=0 split_feature=1 1 11 3 4 11 11 11 11 7 3 10 0 0 4 1 10 11 10 11 11 7 split_gain=2.67659 2.9823 6.26754 3.65046 3.70718 3.62947 2.95048 7.5598 7.49541 5.44151 4.52208 3.91064 2.5433 3.93343 2.93576 5.40903 2.34073 6.11224 5.26202 1.55179 1.38531 0.72952 threshold=6.5000000000000009 2.5000000000000004 16945.110000000004 10802.400000000001 3.5000000000000004 7552.1800000000012 3558.8500000000008 3717.1150000000002 3382.9450000000006 0.33045000000000008 5964.1100000000015 68.445000000000007 9.5000000000000018 18.500000000000004 1.0000000180025095e-35 10.500000000000002 104.91500000000001 827.59500000000014 95.035000000000011 1580.7600000000002 1081.0300000000002 0.71800000000000008 decision_type=8 10 10 10 10 8 8 10 10 10 10 8 10 8 10 10 8 8 10 8 10 10 left_child=1 6 3 4 -3 -5 8 21 10 -9 -1 -10 14 19 16 20 18 -18 -2 -14 -16 -8 right_child=12 2 -4 5 -6 -7 7 9 11 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 leaf_value=0.0023729801307617363 0.0050368504923404226 -0.0077651979270912195 0.031228950325073709 0.037502874545981002 -0.033605927792260445 -0.013252666526574581 -0.036940904610925258 0.010137338894923178 0.048764416232429192 -0.0029943832113070983 -0.0084650767054219884 0.0097498293752611275 -0.036300465179233708 0.025126214500470381 0.019436387546992843 0.057507202067459399 0.040619515963395789 0.0020642858048116547 -0.041492049019055288 -0.0039635724371800563 -0.012177334346382802 -0.011828740108230902 leaf_weight=1079.4643977927044 41.628421435132623 150.86761884810403 9.6290940679609758 7.3602426287252429 14.651551360264419 5.2057765063364068 15.076761211734267 90.8142336437013 11.416873481124638 556.45449183136225 104.53196232113987 15.484685881063344 7.5043220929801473 5.2834404185414305 6.304623160511257 7.6458444437012067 13.943735603243111 34.293110381811857 6.0783004537224761 7.7599206352606425 5.5036886595189571 5.8765474865213028 leaf_count=15256 395 2839 110 322 463 105 207 1167 183 5539 2812 173 106 39 107 59 122 244 46 69 58 64 internal_value=0.000388588 -5.75211e-05 -0.0060517 -0.00825851 -0.0102707 0.0166807 0.000541507 -0.00211994 0.00201486 -0.00113144 0.00140556 0.0276409 0.00715837 -0.00861124 0.0100591 0.0273771 0.00624984 0.0139096 -0.00151889 -0.0214232 0.00451097 -0.0309854 internal_weight=2202.78 2066.83 187.714 178.085 165.519 12.566 1879.12 668.222 1210.9 647.269 1184 26.9016 135.945 20.5477 115.398 19.4542 95.9436 48.2368 47.7067 15.2642 11.8083 20.9533 internal_count=30485 29240 3839 3729 3302 427 25401 6977 18424 6706 18068 356 1245 214 1031 224 807 366 441 175 165 271 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=18 num_cat=0 split_feature=8 8 10 10 8 10 9 5 5 8 9 8 9 9 1 8 7 split_gain=2.44021 4.76848 4.66526 3.36831 5.50101 3.75108 3.51722 2.62349 3.5878 2.30474 2.86682 4.2991 2.64006 2.49588 2.212 2.15116 0.436136 threshold=1988.3650000000002 1399.8300000000002 68.02500000000002 66.515000000000015 2771.3400000000006 13.995000000000003 1000.5000000000001 80.365000000000023 55.895000000000003 1100.0900000000004 1801.5000000000002 885.21000000000015 177.50000000000003 6504.5000000000009 1.0000000180025095e-35 24042.215000000004 0.11075000000000002 decision_type=10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 left_child=1 9 -3 5 6 -2 -5 8 -7 10 11 -1 -11 -12 15 -6 -9 right_child=3 2 -4 4 14 7 -8 16 -10 12 13 -13 -14 -15 -16 -17 -18 leaf_value=-0.00040245569636369622 -0.020938203537374821 -0.044288967604685807 0.0048421397702348747 0.053493225269083761 0.00061642722250310959 0.0072252146750676803 0.00022921872437926041 0.0010868528143314516 0.028026692835857365 0.042649884714523079 0.031695277573204998 -0.024120073321230093 -0.0033213435665250209 -0.0018147230222823102 -0.029254531988150752 -0.025407370906302098 -0.017616435266016126 leaf_weight=1959.1864754334092 7.3390281246975055 11.13502054591663 7.4479287611320641 5.3562749903649065 41.233304644934833 47.005910314619541 6.4381796601228425 5.0336653925478441 38.826803205069155 5.6506844460964185 11.890368309570478 18.306553103262559 5.2855733812320977 9.1149493283592147 10.08262253180146 8.7251022029668075 5.3038641065359116 leaf_count=24162 559 392 177 73 617 1541 169 79 735 110 315 631 227 131 349 105 69 internal_value=-5.11278e-05 -0.000543673 -0.0251005 0.00558802 -0.00265736 0.0113288 0.0270994 0.0140328 0.0169068 -0.000301717 -0.000434787 -0.000636628 0.0215959 0.0175052 -0.00893288 -0.00423984 -0.00877563 internal_weight=2203.36 2028.02 18.5829 175.345 71.8355 103.509 11.7945 96.1702 85.8327 2009.43 1998.5 1977.49 10.9363 21.0053 60.041 49.9584 10.3375 internal_count=30441 26145 569 4296 1313 2983 242 2424 2276 25576 25239 24793 337 446 1071 722 148 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=21 num_cat=0 split_feature=11 10 5 4 3 3 11 6 11 11 4 9 4 3 10 5 7 11 10 10 split_gain=2.49443 2.96548 4.81778 4.34251 6.36028 3.12936 2.74395 2.40313 4.28886 4.91021 3.10218 4.68729 2.41728 2.33732 2.32828 2.30127 3.92132 1.66659 0.659948 0.160843 threshold=12863.275000000003 60.105000000000011 93.225000000000009 5.5000000000000009 36568.645000000004 9280.7400000000016 12385.975000000002 1.5000000000000002 3558.8500000000008 881.45500000000004 3.5000000000000004 327.50000000000006 2.5000000000000004 4736.0250000000005 67.225000000000009 100.91500000000002 0.96305000000000007 16945.110000000004 101.56500000000001 62.605000000000011 decision_type=10 8 10 10 10 10 10 10 10 10 8 8 10 10 8 10 10 10 10 10 left_child=6 3 5 4 17 13 7 10 9 -9 12 -12 -1 -3 -7 -4 -17 -2 -8 -10 right_child=1 2 15 -5 -6 14 18 8 19 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=0.00035429565122098937 -0.0087958074033994919 0.019476386526042389 -0.0194112578180414 0.032730235869389092 0.020366884168387698 0.027315759459242944 -0.035088340920061641 -0.016793646063066991 -0.018294534943503717 0.018322084109451131 0.0040383018627844647 0.030542889627715092 -0.0090909142003530209 0.050970855760001557 -0.0018618544413809451 0.026537507403868885 0.00077220791167989251 -0.035862931106827776 -0.0074684956604436073 -0.040733990578188134 leaf_weight=1676.5734131813515 10.991281499154868 20.072454536333684 9.6755560822784883 5.1205062419176093 9.5933965966105443 9.1333460155874473 5.5276001943275315 21.969132207799703 5.089524901006369 16.536613122094423 149.36145994998515 17.978902433998883 69.587012385716662 9.8287275470793229 19.82589149847627 16.587006192654371 95.422243298962712 15.073862841352819 5.0863550528883934 7.7419013427570462 leaf_count=22193 121 155 75 83 106 81 61 1236 248 635 2058 519 1304 95 160 122 774 131 44 238 internal_value=0.000728735 0.00575056 0.00850663 -0.00624353 -0.0127167 0.0201367 0.000160949 0.000306539 -0.010259 -0.00150429 0.000597823 0.00708015 -2.42356e-05 0.0313051 0.00777808 0.00272199 0.004833 -0.0253806 -0.0240658 -0.0341612 internal_weight=2196.78 221.324 180.545 40.779 35.6585 58.8604 1975.45 1964.84 51.3372 38.5057 1913.5 167.34 1746.16 29.9012 28.9592 121.685 112.009 26.0651 10.614 12.8314 internal_count=30439 1903 1462 441 358 491 28536 28431 2357 1871 26074 2577 23497 250 241 971 896 252 105 486 is_linear=0 shrinkage=0.05 Tree=151 num_leaves=25 num_cat=0 split_feature=1 0 4 3 10 10 0 11 10 0 11 4 9 3 4 11 3 3 7 10 10 7 10 3 split_gain=1.9988 5.29779 4.53597 4.92082 4.75841 2.16049 3.57232 3.60157 3.73289 3.32735 4.12213 2.73316 7.48325 5.43501 3.77082 2.16915 2.02859 1.97156 1.6059 1.54254 1.36099 1.31494 1.40027 0.635566 threshold=5.5000000000000009 6.5000000000000009 4.5000000000000009 2904.6600000000003 104.91500000000001 48.845000000000006 5.5000000000000009 683.00500000000011 78.455000000000013 2.5000000000000004 3558.8500000000008 1.5000000000000002 2989.0000000000005 1000.1100000000001 3.5000000000000004 388.15000000000003 2122.3150000000005 7117.1800000000012 0.49635000000000007 38.975000000000001 59.025000000000013 0.52315000000000011 108.96000000000002 551.16500000000008 decision_type=8 10 10 10 8 10 10 10 8 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 left_child=5 2 3 4 -2 11 9 15 -9 10 -7 12 13 -1 16 -8 -13 -16 -11 -5 -3 -22 -23 -14 right_child=1 20 -4 19 -6 6 7 8 -10 18 -12 14 23 -15 17 -17 -18 -19 -20 -21 21 22 -24 -25 leaf_value=0.0045070732433707093 -0.0056151190892495609 -0.027705721364250466 0.049612638654118919 0.05603962868039053 0.014445731379521688 0.0025209855893587787 0.013347692345107083 0.033830429439825054 -0.011904688137268365 -0.018648782459763546 -0.0029381945046711667 -0.029313910335444116 0.018533710708426885 -0.0082009540754993393 -0.0087891260502319761 0.060362701374118977 -0.0099087460031177747 0.011133937132149602 -0.0042261356158668851 0.0155477553080318 0.0098411493713915429 0.0012699079386299765 -0.028789904089134583 0.045346827198651976 leaf_weight=138.25011159479618 61.708427711389959 9.9409035481512529 5.7013089992105952 5.0988862640224379 54.710180060938001 867.46207440737635 5.9789051869884151 5.5715676564723235 12.802351252175869 31.419718018034473 573.23508749995381 26.652494822861627 8.2015225049108249 210.72740448568948 28.662406242685392 5.0149903334677219 31.476293143583462 20.32989253452979 52.764246410224587 6.354356381110847 7.8799867164343658 6.8454200830310565 6.9086508043110371 6.1216090060770503 leaf_count=1806 641 153 69 80 426 11076 79 74 173 876 5669 592 130 3923 827 77 1144 846 1084 71 98 67 59 262 internal_value=-0.000346221 0.00492205 0.00929793 0.00709063 0.0038125 -0.000780628 0.000115481 0.0170984 0.00273596 -0.000219308 0.000344848 -0.0037459 -0.00164775 -0.00315379 -0.0107345 0.0384557 -0.019236 -0.000364475 -0.00982348 0.0370284 -0.0131531 -0.00531664 -0.0144181 0.0325313 internal_weight=2189.82 165.148 133.573 127.872 116.419 2024.67 1554.25 29.3678 18.3739 1524.88 1440.7 470.422 363.301 348.978 107.121 10.9939 58.1288 48.9923 84.184 11.4532 31.575 21.6341 13.7541 14.3231 internal_count=30302 1664 1287 1218 1067 28638 19108 403 247 18705 16745 9530 6121 5729 3409 156 1736 1673 1960 151 377 224 126 392 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=15 num_cat=0 split_feature=9 3 10 3 3 3 10 4 1 10 5 3 5 10 split_gain=1.83331 1.80211 4.18744 3.47071 2.90726 2.67107 4.88487 2.64119 2.52473 2.35444 2.12025 1.46687 0.369417 0.665803 threshold=48600.000000000007 327.44000000000005 105.77500000000002 470.19500000000011 300.02500000000003 247.38500000000002 78.845000000000013 1.0000000180025095e-35 1.0000000180025095e-35 133.81500000000003 87.795000000000016 535.50500000000022 90.365000000000023 70.695000000000007 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 8 10 left_child=1 4 3 10 5 7 -7 -1 -5 11 -3 -4 13 -6 right_child=-2 2 9 8 12 6 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.0037588109027749993 -0.023778153263739339 -0.020353132331594193 0.00078189223637444905 0.0021378155722248156 0.025317392795373008 0.011844443651932888 -0.035109309350759385 -0.0014550169338986057 -0.0034366212933240521 0.0048904890000123005 0.0031563470645588018 -0.026950229274342222 0.034421649401034794 0.00027131319833112905 leaf_weight=756.37699538050219 6.6750237476080647 31.923595548141748 5.2576391538605085 683.57689491380006 5.2922537382692081 8.7171207522042113 12.085839111357926 355.26311242580414 287.51427940838039 9.5686557386070472 12.70543640386313 27.113339930772781 5.1065621096640816 5.3425279650837183 leaf_count=7000 104 625 80 9095 104 147 176 5119 7323 117 188 357 65 78 internal_value=0.000599459 0.000686235 -0.000799064 -0.00014739 0.00205829 0.00174612 -0.015564 0.00208825 0.000480392 -0.0160943 -0.0136281 -0.0224077 0.0227713 0.0142697 internal_weight=2212.52 2205.84 1057.66 1015.72 1148.18 1132.44 20.803 1111.64 971.091 41.9396 44.629 32.371 15.7413 10.6348 internal_count=30578 30474 17785 17231 12689 12442 323 12119 16418 554 813 437 247 182 is_linear=0 shrinkage=0.05 Tree=153 num_leaves=19 num_cat=0 split_feature=1 11 11 2 11 10 2 11 10 2 8 7 3 0 0 1 7 7 split_gain=1.99832 3.04177 5.89455 8.33266 3.84237 2.79902 2.70161 4.36408 6.61201 3.8753 5.12815 3.23739 3.07039 2.28602 2.44473 1.77882 1.67178 0.567931 threshold=1.0000000180025095e-35 23828.375000000004 16045.760000000002 1.0000000180025095e-35 14885.475 -1.0000000180025095e-35 5.5000000000000009 2771.5850000000005 64.155000000000015 1.0000000180025095e-35 2973.9200000000005 1.7184000000000001 261.34500000000008 11.500000000000002 4.5000000000000009 2.5000000000000004 0.49215000000000003 0.99995000000000012 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 left_child=6 2 4 -4 5 -2 9 8 -8 13 11 -11 -12 14 -1 17 -5 -3 right_child=1 15 3 16 -6 -7 7 -9 -10 10 12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.002496829495214454 -0.015620480181440752 -0.041475170790891691 -0.02168211309733642 0.011096600149656098 -0.036190621386645146 -0.00062952148538658538 -0.0081736744774472958 -0.015844943894857754 0.054005213305934108 -0.0098731413689321732 0.050053979284638832 0.022192327329667326 0 0.032517832496574105 -0.024467783933740703 0.00018748899914555614 0.046884995453606616 -0.013588928650627339 leaf_weight=1249.3639222900383 31.725015684962273 6.6812867168337116 7.2692442163825062 5.6360657494515207 7.013611168600618 670.74914666870609 6.2484512412920656 5.9217197280377141 10.449227558448909 145.46566695254296 5.1973619414493415 7.3023329079151145 6.4571656163316229 5.330056481063365 7.4379687537439159 6.1127438112162045 14.204963190481065 5.1211555302143106 leaf_count=13299 453 89 64 85 93 12870 71 51 98 2423 113 80 248 40 115 57 168 60 internal_value=0.000722013 -0.00135971 -0.000843075 0.0216016 -0.00173695 -0.00133489 0.0018095 0.0186032 0.0313076 0.00152687 -0.00566205 -0.00817354 0.0249079 0.0024711 0.00231395 -0.0211697 0.037979 -0.0317723 internal_weight=2203.69 754.513 736.598 27.1103 709.488 702.474 1449.17 22.6194 16.6977 1426.55 164.423 152.768 11.6545 1262.13 1256.8 17.9152 19.841 11.8024 internal_count=30477 13939 13733 317 13416 13323 16538 220 169 16318 2864 2503 361 13454 13414 206 253 149 is_linear=0 shrinkage=0.05 Tree=154 num_leaves=24 num_cat=0 split_feature=0 3 2 7 0 11 7 11 0 7 8 5 5 4 8 11 11 3 7 5 7 5 11 split_gain=2.73123 4.03346 5.79655 4.4488 4.26534 5.20409 3.94593 3.72218 4.14214 3.52579 3.9664 2.43165 1.90395 1.58696 5.9163 1.79144 4.80975 4.77478 5.72661 2.65334 2.49351 1.3308 0.94483 threshold=1.5000000000000002 83.325000000000003 4.5000000000000009 1.3237500000000002 5.5000000000000009 485.69500000000005 0.084950000000000012 4098.0850000000009 5.5000000000000009 0.15025000000000002 844.25500000000011 51.215000000000011 102.90000000000002 20.500000000000004 700.06500000000017 710.0150000000001 718.70000000000016 1310.8450000000003 0.034350000000000006 2.6050000000000004 0.69935000000000014 76.485000000000014 7203.1800000000012 decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 8 8 10 10 10 10 10 10 8 10 left_child=13 2 3 6 9 -6 -2 8 -4 10 -3 -11 -9 15 -15 17 -17 19 -19 -1 -18 -7 -5 right_child=1 4 7 22 5 21 -8 12 -10 11 -12 -13 -14 14 -16 16 20 18 -20 -21 -22 -23 -24 leaf_value=-0.0073496493814757093 -0.018868098239541761 0.014204943355115004 -0.0011558327856862373 -0.0041675134105699256 0.036077810290681203 -0.017153173991942432 0.01321441095867097 -0.0090348822315749183 -0.032500699882624266 -0.031277906074450024 -0.029490823370890103 -0.013190192146170183 0.025290904676763721 -0.010407894114986604 0.053067351160991739 0.044367984200957888 0.0028125652599164455 0.0048115342991303482 -0.021027994565661665 0.0030365976264276977 -0.001468757529233808 0.0095868300095264605 -0.032724565702968327 leaf_weight=80.187821641564369 9.5978912762366217 17.929483915213499 18.609336175955832 6.143913350068031 9.0221059746108967 12.567328691948203 99.381216136272997 6.6685592113062722 24.630303550511599 28.396397647447884 6.1401131351012728 64.15243860706687 7.5075358599424362 7.713550818152723 5.4312070915475497 5.4845405244268468 891.50607092771679 31.704286471940577 61.606335492804646 251.71429515210912 546.98098371597007 6.0319035314023521 6.2417725883424282 leaf_count=927 337 727 254 95 204 242 1478 59 339 991 558 1820 63 95 120 70 10290 1325 1363 3851 5075 105 86 internal_value=-6.07444e-05 -0.00430303 0.000695132 0.00690362 -0.0104946 0.00685735 0.0101975 -0.0122362 -0.0194547 -0.0146704 0.00212706 -0.0190684 0.00928294 0.000666504 0.0173631 0.000537192 0.00137933 -0.00230739 -0.0122375 0.000497713 0.00118124 -0.00817936 -0.020302 internal_weight=2205.35 323.02 178.781 121.365 144.24 27.6213 108.979 57.4157 43.2396 116.618 24.0696 92.5488 14.1761 1882.33 13.1448 1869.18 1443.97 425.213 93.3106 331.902 1438.49 18.5992 12.3857 internal_count=30474 7358 2711 1996 4647 551 1815 715 593 4096 1285 2811 122 23116 215 22901 15435 7466 2688 4778 15365 347 181 is_linear=0 shrinkage=0.05 Tree=155 num_leaves=26 num_cat=0 split_feature=1 1 3 4 2 0 5 5 5 3 3 5 7 7 5 5 8 5 2 7 5 7 0 4 5 split_gain=2.52444 6.21188 4.16893 3.88952 3.72437 2.9313 3.03922 5.26341 3.47812 2.67135 5.71077 3.24541 4.94082 4.21835 2.33912 6.1778 4.09595 1.77722 1.71273 1.70068 5.2427 0.825186 0.778783 0.380448 0.36602 threshold=3.5000000000000004 2.5000000000000004 1617.7250000000001 1.0000000180025095e-35 17.500000000000004 2.5000000000000004 87.285000000000011 120.78500000000001 76.485000000000014 1.0050000000000001 273.61500000000007 124.47500000000001 0.69045000000000012 0.19895000000000004 68.515000000000015 71.535000000000011 14949.795000000002 69.425000000000026 4.5000000000000009 0.76635000000000009 117.31500000000001 0.58975000000000011 8.5000000000000018 1.0000000180025095e-35 35.755000000000003 decision_type=8 10 10 8 8 10 10 8 8 8 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 left_child=1 4 19 24 14 9 8 23 18 11 -11 13 -13 -2 16 -16 -1 -12 -7 21 -21 -3 -9 -8 -4 right_child=5 2 3 -5 -6 6 7 22 -10 10 17 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=0.0014218709620629436 0.023599852244955338 -0.022018188375903473 -0.0012978224960225569 0.033274153920254228 0.038306672634965788 0.0094256986430892309 -0.022047262942305981 0.014174510902299355 0.036923873636511138 0.055250261657679094 0.0031451593116062341 -0.013185276796714175 0.031379568436219599 -0.0065666213416961513 -0.017618759149407286 -0.00058807686470179745 0.024524792554762434 0.023708957847030556 -0.0069577265874204335 0.022665001882713399 -0.03257851490142636 -0.04300745427182591 -0.0082970934357710462 -0.046740778070857428 -0.02074746780602988 leaf_weight=908.03559205122292 13.160193382762371 24.499187879031524 5.0312288440763968 6.5836130557581773 5.4128540530800811 27.144762004259974 8.0718158129602653 9.3252651346847415 6.1609334545209995 7.8434820957481852 30.28511736029759 7.9653186434879926 20.151140755042434 62.503834221512079 55.711988244671375 888.61182839237154 18.643164484761655 16.01158781722188 35.802437241422012 6.8517349399626246 8.450813699513672 8.9467109297402185 5.0322954766452321 6.317642983980476 5.4747557286173105 leaf_count=14405 157 562 154 312 36 638 110 115 129 92 503 51 144 517 767 9869 285 193 635 150 120 180 34 126 136 internal_value=0.000347649 -0.000265745 -0.0152456 0.00553777 0.000265032 0.00500787 -0.00174097 -0.0151523 0.003903 0.00920588 0.0181415 0.00436795 0.0185635 -0.00101517 0.000131902 -0.0016157 0.00191799 0.0107137 6.60349e-05 -0.0225969 -0.00766346 -0.0288635 0.00594528 -0.0355465 -0.0127901 internal_weight=2198.03 1942.25 65.838 17.0896 1876.42 255.776 97.8552 28.747 69.1081 157.921 54.1402 103.78 28.1165 75.664 1871 944.324 926.679 46.2967 62.9472 48.7484 15.3025 33.4459 14.3576 14.3895 10.506 internal_count=30420 26976 1614 602 25362 3444 1787 385 1402 1657 788 869 195 674 25326 10636 14690 696 1273 1012 270 742 149 236 290 is_linear=0 shrinkage=0.05 Tree=156 num_leaves=24 num_cat=0 split_feature=10 10 5 10 10 5 11 7 5 5 10 5 11 1 0 5 7 2 11 7 5 11 11 split_gain=2.48231 2.44182 4.01739 5.54591 3.68691 3.43507 2.61764 2.41319 2.21238 5.15284 6.73194 5.04731 4.37688 3.08234 3.45685 3.25486 3.02568 2.46477 2.26351 1.72375 1.12433 0.853831 0.682015 threshold=260.88000000000005 356.14500000000004 381.15000000000003 475.64000000000004 475.64000000000004 381.15000000000003 16045.760000000002 0.50005000000000011 49.585000000000008 47.505000000000003 59.695000000000007 46.385000000000012 3717.1150000000002 13.500000000000002 15.500000000000002 231.98000000000005 0.36855000000000004 3.5000000000000004 3849.5450000000005 0.37280000000000008 220.86500000000004 3717.1150000000002 19812.790000000005 decision_type=10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 8 10 10 left_child=8 5 3 7 -4 20 -6 -3 9 11 18 12 -1 14 15 -10 -12 -15 -11 -13 21 -2 -22 right_child=1 2 4 -5 6 -7 -8 -9 13 10 16 19 -14 17 -16 -17 -18 -19 -20 -21 22 -23 -24 leaf_value=0.00062255169993218171 -0.018930908013597782 0.0011690911831190307 -0.043365538797412888 -0.019686193890091089 -0.017183594710486003 0.01642941551558685 0.016150495574150252 0.03466193935481774 -0.00091596755492256141 0.015251027551672111 0.017764609701622951 -0.039561205530544992 0.010787750484163895 -0.0012478644284589701 0.034919993107968103 0.012690735910095558 0.069069435642982013 -0.035321711278915806 -0.021875619257322808 -0.0032172303557968622 -0.039098838215921666 0.0032955649672509464 -0.0133828859547862 leaf_weight=548.3832168597728 12.798446439206606 8.5885731298476475 7.0469497814774513 9.6775455027818662 13.248774787411099 5.8335850136354557 8.97999634221196 15.366228967905043 1307.9313700557686 8.8884014966897684 6.4446304901503009 8.5347710037603939 130.6646825466305 10.675262652337553 5.9389102309942237 44.452610001899302 6.9823480285704136 10.388647723942993 6.01878145802766 5.733362954109908 11.258125413209198 5.3983469866216174 6.0219024643301955 leaf_count=10031 152 98 74 101 154 64 73 161 16446 170 94 127 1672 54 36 402 90 62 71 83 124 46 56 internal_value=0.000216335 -0.00727476 -0.000928344 0.0106344 -0.0142895 -0.0165706 -0.00338646 0.0233821 0.000593581 0.00283591 0.0233808 0.00195662 0.00259891 -0.000577114 -0.000272051 -0.000455977 0.0477291 -0.0191188 0 -0.0264518 -0.0224357 -0.0122484 -0.031633 internal_weight=2205.26 104.218 62.9081 33.6323 29.2757 41.3104 22.2288 23.9548 2101.04 721.65 28.3342 693.316 679.048 1379.39 1358.32 1352.38 13.427 21.0639 14.9072 14.2681 35.4768 18.1968 17.28 internal_count=30441 1103 661 360 301 442 227 259 29338 12338 425 11913 11703 17000 16884 16848 184 116 241 210 378 198 180 is_linear=0 shrinkage=0.05 Tree=157 num_leaves=23 num_cat=0 split_feature=7 7 10 5 7 11 7 10 10 5 5 5 7 6 11 3 7 10 3 9 10 11 split_gain=3.16383 4.03301 7.72889 8.46272 6.30559 3.70772 3.29315 3.35485 2.98986 2.82736 6.48022 4.9321 4.16624 4.06634 3.16946 2.81779 6.19585 6.07723 3.21661 2.56331 2.30405 1.07907 threshold=0.76975000000000016 0.64945000000000008 151.29000000000005 98.25500000000001 0.65440000000000009 5564.5150000000012 0.80720000000000014 133.81500000000003 204.61500000000004 68.515000000000015 68.125000000000014 74.535000000000011 0.44715000000000005 1.5000000000000002 3505.9950000000003 495.87000000000006 0.91505000000000014 94.495000000000019 367.72500000000008 169.00000000000003 79.335000000000022 6376.6250000000009 decision_type=8 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 8 10 10 left_child=1 9 3 4 -3 -5 7 19 -4 10 12 14 -1 -13 -11 18 17 -17 20 21 -8 -2 right_child=6 2 8 5 -6 -7 15 -9 -10 11 -12 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.00056394732134142382 -0.027433221343789504 0.046466728252840213 -0.049976855845075885 0.037772817972396011 0.0026678116898119931 -0.00088124166038958107 0.0083342818369740272 0.016015268665471018 -0.0049970744426200281 -0.0062007539908123478 0.045023469145824939 0.0014895829557769226 0.0072220232826616373 -0.029386915789108178 -0.024991126824088189 0.015277953031697192 0.04482790200445886 -0.027830550252044256 -0.034821487240150835 0.012157116035085062 -0.0036217070422379497 -0.0075131615139072449 leaf_weight=847.42984034330584 33.719048656523228 7.690344567410647 6.3108059093356124 31.659365380182862 163.95655187685043 7.2934673633426419 43.298878003843129 6.8785933703184119 8.5436041690409166 62.947622980456799 7.4364445721730581 225.83394418191165 214.2078005336225 10.188872430007903 35.662468303926289 22.01126899570227 8.9714602511376125 11.680935694836075 6.8642588416114441 5.0103440554812542 429.3739356957376 10.568044435232876 leaf_count=14815 423 95 64 295 2117 59 453 59 85 972 113 2697 2593 352 440 289 77 143 97 104 4106 94 internal_value=-2.2065e-05 0.00110362 0.00729574 0.00980726 0.00491688 0.0305692 -0.00319793 -0.0146062 -0.0263688 0.000101036 0.00136028 -0.00389914 0.00100765 1.722e-05 -0.0132292 -0.00193556 0.0102064 0 -0.00304521 -0.0192117 -0.00250065 -0.0230611 internal_weight=2207.54 1629.16 225.454 210.6 171.647 38.9528 578.377 56.176 14.8544 1403.71 1069.07 334.633 1061.64 236.023 98.6101 522.201 42.6637 33.6922 479.537 49.2974 472.673 44.2871 internal_count=30542 24697 2715 2566 2212 354 5845 680 149 21982 17521 4461 17408 3049 1412 5165 509 432 4656 621 4559 517 is_linear=0 shrinkage=0.05 Tree=158 num_leaves=13 num_cat=0 split_feature=6 8 9 10 5 5 5 5 6 7 7 5 split_gain=2.65962 3.33741 4.01288 2.3432 2.01556 5.69218 3.90646 2.00057 2.20801 2.99778 2.86605 1.95099 threshold=1.5000000000000002 31887.250000000004 12959.000000000002 56.965000000000011 49.585000000000008 47.505000000000003 55.655000000000008 33.335000000000008 5.5000000000000009 0.6956500000000001 0.85475000000000012 75.105000000000004 decision_type=10 10 10 10 8 10 10 10 10 10 10 8 left_child=1 2 4 -3 5 -1 -6 -2 9 11 -11 -9 right_child=7 3 -4 -5 6 -7 -8 8 -10 10 -12 -13 leaf_value=0.00080854892229923175 0.0084432010785301572 0.044723699827670604 -0.029815897153131946 0.00052602250068808204 -0.010669576158720499 0.023549882229180568 -0.00075555835252970891 -0.017490227686399289 0.0076075194588663703 0.026588934795632638 -0.021136712872718399 -0.046630474266907973 leaf_weight=713.18714187177829 9.7934852144680899 5.9389204215258342 10.667796055320649 5.7346955444663763 106.98540451796725 27.660043689422309 1272.1964006912895 20.496835970552645 7.897597341798245 5.2221017773263139 5.3295093299821019 9.2770753130316681 leaf_count=11128 861 47 188 66 1479 383 14724 803 227 152 110 347 internal_value=-0.00070432 -0.000413249 -0.000567446 0.0251607 -0.000403925 0.00169495 -0.0015354 -0.0111788 -0.0153559 -0.0200495 0.00230739 -0.0279526 internal_weight=2200.39 2142.37 2130.7 11.6736 2120.03 740.847 1379.18 58.0166 48.2231 40.3255 10.5516 29.7739 internal_count=30515 28015 27902 113 27714 11511 16203 2500 1639 1412 262 1150 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=22 num_cat=0 split_feature=5 11 11 7 0 7 11 11 11 7 11 8 7 5 7 7 7 7 7 5 7 split_gain=3.60636 5.25198 3.07613 3.31542 2.95414 2.28441 1.96667 1.59574 5.22913 9.23079 4.16276 4.17592 3.38654 2.281 4.25492 3.70829 2.22866 9.60939 7.09808 1.48983 0.0300156 threshold=2.6050000000000004 6542.8100000000004 5564.5150000000012 0.28325000000000006 1.0000000180025095e-35 0.60655000000000014 63.250000000000007 1647.4150000000002 1580.7600000000002 0.27295000000000008 2327.6550000000002 5000.9000000000005 1.0845500000000003 30.845000000000002 0.23885000000000003 0.44455000000000006 0.50005000000000011 0.52595000000000014 0.35585000000000006 90.915000000000006 0.44255000000000005 decision_type=8 10 8 10 10 10 10 8 10 8 10 10 10 10 8 10 10 10 10 8 10 left_child=1 2 3 6 20 -5 -1 8 16 -10 11 12 -9 14 -12 -15 18 -18 -2 -11 -3 right_child=7 4 -4 5 -6 -7 -8 10 9 19 13 -13 -14 15 -16 -17 17 -19 -20 -21 -22 leaf_value=-0.033377380701095583 0.00058855764156918056 0.017369521004760351 -0.042652534118182837 0.0032039056752030367 -0.0080887719732894055 -0.012633585033338944 -0.010260461756329883 -0.0068662107853482996 -0.024979783030045066 0.059635317093995492 0.005080754557088606 0.033247037745654372 -0.034121843794149669 -0.0059282971070737361 0.046283994605893983 0.0019030897526611428 -0.035306760504844416 0.00066436337856931376 0.015178009901127984 0.024086269054208451 0.031660959540829578 leaf_weight=9.5807893679011595 384.9838671060279 8.1122498661279732 5.1965479403734198 91.060069169849157 8.2239985615015012 29.205334383994341 116.891424162779 162.34310215315782 5.8652092781849232 8.0871615316718781 51.226984919281676 5.0747550546657285 11.511333942413328 192.73906987858936 6.2781238704919806 686.2000719239004 18.859532416798174 281.59732329891995 105.73173942696303 8.783918052911762 9.631536513566969 leaf_count=395 8321 48 42 975 85 307 1474 2195 93 104 944 87 103 2527 93 7071 272 3753 1506 89 63 internal_value=-5.60062e-05 -0.00537271 -0.00760565 -0.00667815 0.0155841 -0.000673316 -0.012299 0.00070963 0.00239266 0.025534 -0.000515075 -0.00748345 -0.00888429 0.000817621 0.0103788 0.000175308 0.00168994 -0.00168657 0.00376671 0.04379 0.0266691 internal_weight=2207.18 277.902 251.934 246.738 25.9678 120.265 126.472 1929.28 813.909 22.7363 1115.37 178.929 173.854 936.444 57.5051 878.939 791.172 300.457 490.716 16.8711 17.7438 internal_count=30547 3389 3193 3151 196 1282 1869 27158 14138 286 13020 2385 2298 10635 1037 9598 13852 4025 9827 193 111 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=16 num_cat=0 split_feature=10 2 1 2 2 7 11 7 11 11 11 11 2 11 7 split_gain=3.47078 2.87798 2.57103 3.98754 2.91076 2.98159 2.23029 4.15031 3.17566 2.56695 1.91789 1.87845 1.69077 1.64101 0.241756 threshold=-1.0000000180025095e-35 3.5000000000000004 17.500000000000004 17.500000000000004 9.5000000000000018 0.55615000000000014 696.96000000000015 0.084950000000000012 1440.2600000000002 1057.7350000000004 3128.6900000000005 12863.275000000003 1.0000000180025095e-35 299.99500000000006 0.18345000000000003 decision_type=10 8 10 10 10 10 10 8 10 10 10 10 10 8 8 left_child=1 6 3 4 11 -6 7 -1 9 -8 -4 -2 -10 -3 -9 right_child=2 13 10 -5 5 -7 8 14 12 -11 -12 -13 -14 -15 -16 leaf_value=0.012778449782526383 -0.0002280182754028524 -0.0030666380427904257 0.028154726082262417 0.032094207676563513 0 -0.030834466836173288 0.0024784409380077125 -0.018970614838738589 -0.016515938232190826 0.044807995534476376 0 0.0046790236689731824 0.011812440836573304 -0.039060920029906798 -0.037180754325289271 leaf_weight=7.8237093407660749 1841.1158080082387 5.0234810356050703 13.465444535948338 8.7591289058327657 16.254189519677315 14.319730466231702 9.1790288314223272 10.199814703315498 17.438389256596569 5.3258873634040347 9.8466125391423684 216.97631153464317 6.3427800573408595 10.694347474724054 8.1083096805959922 leaf_count=110 27188 81 92 58 194 137 101 122 135 52 46 1873 78 134 120 internal_value=6.46853e-06 -0.0101403 0.000396839 0.000206935 5.55241e-05 -0.0150077 -0.00515884 -0.016157 0.00244074 0.0202309 0.0165658 0.000288904 -0.00858681 -0.0287276 -0.0288024 internal_weight=2200.87 80.1357 2120.74 2097.43 2088.67 30.5739 64.4179 26.1318 38.2861 14.5049 23.3121 2058.09 23.7812 15.7178 18.3081 internal_count=30521 933 29588 29450 29392 331 718 352 366 153 138 29061 213 215 242 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=24 num_cat=0 split_feature=1 2 7 1 11 10 11 11 7 3 3 0 3 0 1 11 7 0 3 10 11 7 10 split_gain=3.78214 4.32226 9.43242 7.29963 3.49066 6.74613 3.72389 5.36023 3.56551 3.09125 4.98349 5.01357 4.60245 3.41665 2.77907 3.84416 3.7703 2.26054 2.05383 2.00526 1.01401 0.775351 0.995067 threshold=7.5000000000000009 8.5000000000000018 0.48025000000000007 11.500000000000002 1295.9400000000003 169.28500000000003 675.2750000000002 366.40000000000003 0.49215000000000003 4353.1650000000009 4653.6950000000006 4.5000000000000009 4005.7800000000002 1.5000000000000002 2.5000000000000004 224.71500000000003 0.081650000000000014 1.0000000180025095e-35 4170.2400000000007 91.215000000000018 728.47000000000014 0.33705000000000007 71.385000000000005 decision_type=8 10 10 10 8 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 8 10 10 left_child=9 4 3 -3 6 8 7 -2 -6 12 21 13 14 -12 15 -1 -16 -8 -14 -4 -5 -11 -23 right_child=1 2 19 20 5 -7 17 -9 -10 10 11 -13 18 -15 16 -17 -18 -19 -20 -21 -22 22 -24 leaf_value=0.0078817360341783826 -0.0075312331733058194 -0.02393770001117914 -0.0041734550323273409 0.056459217047958789 0.0078990221744479477 -0.0095929447952679062 0.0040265513965049423 0.042857840093950314 0.046834808667957972 -0.012177149002886372 -0.0020828084253905854 0.031140270798181435 0.040267021295503767 -0.017928669847339113 -0.033672071948885052 0.00025414583050572794 -0.0034560926120873088 -0.031614083828593001 0.0064567627068180438 -0.037989569579829546 0.022401697219431679 -0.04832089843078255 -0.013977315664154527 leaf_weight=188.41587609285489 9.5828921622596699 5.6317284172400859 7.2115525379776981 5.5709795802831623 8.8691326742991823 9.7226233594119531 8.5389101654291135 9.7644588984549028 22.768243685364723 7.5309068926144418 328.01929477765225 9.5736301098950189 9.3965178395155835 37.195793628925458 10.108474811539052 1304.7402782812715 165.66393609717488 7.443221832625567 9.4332013055682165 13.355876851826904 7.8980307867750534 6.7939402707852405 5.1052234871312976 leaf_count=3680 131 78 59 59 71 69 56 92 134 167 5135 266 145 1482 385 15055 2776 86 156 96 64 95 59 internal_value=0.000369389 0.0091032 -0.00413269 0.0204756 0.015979 0.0256911 0.00407722 0.0185105 0.0366493 -0.000120463 -0.00410316 -0.00276969 0.000808715 -0.00375485 0.000520815 0.00122462 -0.00540272 -0.0131618 0.0247609 -0.0271077 0.0397625 -0.0281853 -0.0361996 internal_weight=2198.33 116.358 39.6682 19.1007 76.6895 41.36 35.3295 19.3474 31.6374 2081.98 394.219 374.789 1687.76 365.215 1668.93 1493.16 175.772 15.9821 18.8297 20.5674 13.469 19.4301 11.8992 internal_count=30396 995 356 201 639 274 365 223 205 29401 7204 6883 22197 6617 21896 18735 3161 142 301 155 123 321 154 is_linear=0 shrinkage=0.05 Tree=162 num_leaves=15 num_cat=0 split_feature=1 7 10 10 10 10 7 10 7 11 5 5 7 1 split_gain=2.39246 2.35602 3.49626 7.55705 3.9506 3.70266 3.43395 3.09422 2.63365 2.49498 2.32348 8.07775 6.16111 2.06728 threshold=27.500000000000004 0.40295000000000009 228.57000000000002 192.17000000000004 204.61500000000004 299.87000000000006 0.27925000000000005 37.885000000000012 0.25025000000000003 881.45500000000004 59.745000000000012 55.655000000000008 0.58975000000000011 1.0000000180025095e-35 decision_type=8 8 8 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 3 6 -5 -4 -1 9 -7 -3 11 -9 -12 -11 right_child=-2 7 5 4 -6 8 -8 10 -10 13 12 -13 -14 -15 leaf_value=0.00074124006449462036 -0.030147065602693552 -0.040422809876446225 -0.037141161631249954 0.068151888574382966 0.0092127293088646641 0.027526377286941097 0.0076316425044314178 -0.00032322254641014718 -0.015317209173058189 -0.018202370893413197 -0.0082683125688875741 0.02377967257149376 0.00096486230266895439 0.01618434820389842 leaf_weight=578.52744467067532 5.1910767890512934 7.2656456544064012 10.039139615371825 5.7812480106949788 5.9050663700327277 5.0252404613420349 263.49480666057207 160.49239905271679 7.811110857874155 11.205259125679733 226.7481485651806 43.225757550448179 870.77610556408763 5.7599187716841689 leaf_count=11486 37 155 118 63 72 71 3504 1815 88 97 2925 519 9544 75 internal_value=0.000868905 0.000957941 0.0029681 0.00349694 0.0418379 -0.0158788 0.00290989 -0.000368913 0.00187126 -0.0177117 -2.87757e-05 0.00485778 -0.000943947 -0.00599826 internal_weight=2207.25 2202.06 876.584 853.709 11.6863 22.8755 842.022 1325.47 12.8364 24.2308 1301.24 203.718 1097.52 16.9652 internal_count=30569 30532 15402 15125 135 277 14990 15130 159 327 14803 2334 12469 172 is_linear=0 shrinkage=0.05 Tree=163 num_leaves=18 num_cat=0 split_feature=10 7 4 4 7 7 7 2 10 0 10 10 10 9 11 2 7 split_gain=2.67444 2.72765 3.04135 3.03152 2.63903 3.4911 4.15183 2.86398 2.86396 2.1559 1.92065 2.06436 2.62048 1.67003 0.733621 0.709375 0.851094 threshold=164.72000000000003 0.010850000000000002 17.500000000000004 23.500000000000004 0.14615000000000003 0.35785000000000006 0.58470000000000011 2.5000000000000004 204.61500000000004 17.500000000000004 92.735000000000014 76.745000000000019 50.665000000000006 10516.500000000002 143.34 1.0000000180025095e-35 0.29180000000000006 decision_type=10 8 10 10 10 10 10 10 10 8 10 8 10 10 10 10 8 left_child=1 10 9 -4 14 15 7 -7 -8 13 11 12 -1 -3 -2 16 -6 right_child=4 2 3 -5 5 6 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.012108378520474984 0.0038922238921180342 0.0016962324982966745 -0.042389881142195877 0 -0.021397328465945449 0.018825703261697625 -0.01665287325853208 -0.0075734248470413299 -0.0023497212740755573 0.023164076736526221 0.014306088782197933 -0.036544183537386664 0.008848590690066686 0.016985928368999436 0.028973157078028833 -0.031193239906372336 0.0015883857841100454 leaf_weight=58.636792471632361 6.5943612731061858 1809.8552971167956 6.7097104713320759 9.6502103300299478 9.3033935613930225 30.375918529927731 49.648370264098048 14.283322580158709 118.13408388197422 10.996709086000918 8.4880555970594269 5.5907115312293163 18.805174269713461 17.132897645700723 5.907303661108017 11.984260920435188 5.7724966481328019 leaf_count=2370 109 23937 111 171 97 300 470 159 1184 82 179 156 497 321 55 159 53 internal_value=0.000746757 0.00137683 0.00179615 -0.0190119 -0.00408488 -0.00529383 -0.00306147 0.010292 -0.00668537 0.00199432 -0.00699273 -0.00937384 -0.00690774 0.00185156 0.017382 -0.0219075 -0.0127338 internal_weight=2197.87 1945.87 1854.34 16.3599 252.004 239.502 212.442 44.6592 167.782 1837.98 91.5207 83.0327 77.442 1826.99 12.5017 27.0602 15.0759 internal_count=30410 27824 24622 282 2586 2422 2113 459 1654 24340 3202 3023 2867 24258 164 309 150 is_linear=0 shrinkage=0.05 Tree=164 num_leaves=21 num_cat=0 split_feature=8 8 7 7 10 10 11 10 7 10 9 10 10 8 4 11 11 11 10 8 split_gain=2.70843 4.92671 2.93262 8.57663 6.23365 3.24811 8.34343 4.37408 3.16933 2.91791 6.00019 4.23688 5.73334 4.9296 3.96288 2.76089 3.15718 2.76698 1.70829 0.447476 threshold=280.04000000000002 200.00500000000002 0.13935000000000003 0.27925000000000005 38.975000000000001 102.39500000000002 199.68500000000003 41.555000000000007 0.33045000000000008 25.645000000000003 11479.500000000002 62.605000000000011 51.135000000000012 3000.0150000000008 1.5000000000000002 2535.0550000000007 3000.2150000000006 448.62000000000006 8.3750000000000018 2696.8900000000003 decision_type=8 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 10 8 10 left_child=1 2 5 4 -4 7 -7 -1 -5 10 18 12 14 -14 -11 17 -17 -13 -2 -20 right_child=9 -3 3 8 -6 6 -8 -9 -10 11 -12 15 13 -15 -16 16 -18 -19 19 -21 leaf_value=0.0083014183806768404 -0.0029528183450492195 0.039699844697591163 0.0017321061418975358 0.010300481737436017 -0.014678813887694514 -0.018656850766780843 0.051352782514648102 -0.0099583461213856635 0.00066013859852244276 0.011408812136068879 0.025650543706160867 -0.0039242115393439891 0.0010836891278936632 0.036697058948365564 -0.013305179037122592 0.032042445667346313 -0.0040744341811422904 -0.022496031098998 -0.042654931362253096 -0.022409883529690852 leaf_weight=143.2082428901922 6.4137132493779072 7.0436246558092526 89.540150402579457 90.080597559455782 159.02958801947534 5.873560753650966 10.787354238331316 41.330075213685632 1370.4862689282745 24.964729697909206 5.6128198923543087 38.13641903642565 18.887219042051584 19.833098025992513 41.944390417775139 5.8813230223022392 49.010175902629271 44.46366541646421 10.530392793938519 12.087139373179523 leaf_count=2735 558 169 1340 1053 2180 74 101 568 14853 624 146 900 460 373 1287 109 861 904 566 514 internal_value=-2.40164e-05 0.0006429 0.000475581 -0.000195116 -0.00876396 0.0061705 0.0267299 0.0041533 0.00126477 -0.00463139 -0.018022 -0.00263677 0.00483833 0.0199159 -0.0039782 -0.00840918 0.000209893 -0.0141307 -0.027205 -0.0334544 internal_weight=2195.14 1917.38 1910.34 1709.14 248.57 201.199 16.6609 184.538 1460.57 277.765 34.6441 243.121 105.629 38.7203 66.9091 137.492 54.8915 82.6001 29.0312 22.6175 internal_count=30375 23073 22904 19426 3520 3478 175 3303 15906 7302 1784 5518 2744 833 1911 2774 970 1804 1638 1080 is_linear=0 shrinkage=0.05 Tree=165 num_leaves=10 num_cat=0 split_feature=8 8 11 11 7 10 1 1 10 split_gain=2.13911 1.97241 1.74072 3.18159 6.29317 3.31925 2.57951 5.8574 1.93911 threshold=44224.055000000008 30013.500000000004 5958.5400000000009 3558.8500000000008 0.57015000000000016 475.64000000000004 3.5000000000000004 4.5000000000000009 299.87000000000006 decision_type=8 10 10 10 10 8 10 10 10 left_child=1 2 3 5 -5 -1 8 -8 -4 right_child=-2 -3 6 4 -6 -7 7 -9 -10 leaf_value=-0.00064139014776328548 -0.025015461781781323 0.02153150243678734 0.001435061204944979 0.0015487648133428568 -0.014540690075428972 -0.034060113109322651 0.04281102093815442 0.0024405283663313923 -0.0098888244420904398 leaf_weight=1422.9784676246345 8.2015589540824276 8.7967652324587089 431.25746814371087 113.09579164721072 128.6776264635846 6.4771872106939545 11.048246258869765 37.098908248357475 40.389042170718312 leaf_count=22102 115 110 4235 1572 1478 90 146 285 404 internal_value=-0.000937669 -0.000834302 -0.000936162 -0.00172338 -0.00701846 -0.000820018 0.00158375 0.0124886 0.000435901 internal_weight=2208.02 2199.82 2191.02 1671.23 241.773 1429.46 519.794 48.1472 471.647 internal_count=30537 30422 30312 25242 3050 22192 5070 431 4639 is_linear=0 shrinkage=0.05 Tree=166 num_leaves=19 num_cat=0 split_feature=1 10 10 7 7 5 4 5 5 7 10 7 7 2 2 5 10 7 split_gain=2.22136 2.98417 4.44463 2.97149 4.63067 4.11667 3.59131 3.43797 4.80952 3.40057 6.02451 4.10979 3.365 2.80072 3.77243 3.07963 1.38537 1.32814 threshold=1.0000000180025095e-35 562.66500000000008 475.64000000000004 0.51515000000000011 0.53305000000000013 58.795000000000009 13.500000000000002 113.105 61.795000000000009 1.0344500000000003 421.75500000000005 0.65995000000000015 0.39385000000000003 2.5000000000000004 1.0000000180025095e-35 5.6450000000000005 77.245000000000019 6.2646000000000006 decision_type=8 10 10 10 10 8 10 8 10 10 10 10 8 10 10 10 8 10 left_child=1 2 13 6 5 -5 7 8 -2 11 -11 -6 -9 14 -1 -15 -7 -3 right_child=3 17 -4 4 9 16 -8 12 -10 10 -12 -13 -14 15 -16 -17 -18 -19 leaf_value=0.0015436563442314841 -0.0073474194633020191 -0.035688803201775116 0.040800632620276681 0.057270567827866131 -0.0060843118714281573 0.019794642438070983 0.031724581970872523 -0.0080851057727164607 0.0083478721416495334 -0.013174428767270064 0.028068810494865981 0.0068676772198341327 -0.051042982296518505 -0.011733817533908933 -0.0072103039266238657 0.019102869135202278 -0.011401469442717964 -0.0045261466965621456 leaf_weight=1237.4541440929752 302.75661482242867 6.7142805401235801 6.0919056832790366 5.5281041637063026 92.177514527458698 7.5800401959568262 5.4000095881056032 12.093632112257184 57.00999806704931 81.078543368726969 8.9169304855167848 176.80452981265262 7.2059648782014838 9.2524856501258892 135.54839217290282 38.376468159724027 5.0184152210131305 7.5005855038762093 leaf_count=13196 6978 71 54 61 1490 139 177 164 1266 916 113 2609 79 114 2368 580 92 62 internal_value=-9.45307e-05 0.00105737 0.00129468 -0.00227908 0.000862963 0.0248392 -0.00536817 -0.00599182 -0.00483018 -0.000399465 -0.00876946 0.00240454 -0.0260951 0.00109318 0.000671172 0.0128916 0.00707581 -0.0209524 internal_weight=2202.51 1440.94 1426.72 761.57 377.104 18.1266 384.466 379.066 359.767 358.978 89.9955 268.982 19.2996 1420.63 1373 47.629 12.5985 14.2149 internal_count=30529 16445 16312 14084 5420 292 8664 8487 8244 5128 1029 4099 243 16258 15564 694 231 133 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=16 num_cat=0 split_feature=0 5 5 3 5 5 5 11 0 11 5 11 7 11 11 split_gain=2.20784 2.13825 4.4761 5.7588 4.73236 10.5316 4.46114 11.2845 7.26521 3.73709 3.32458 2.85496 4.54646 4.41766 1.73678 threshold=21.500000000000004 49.585000000000008 55.655000000000008 14885.520000000002 58.355000000000011 57.755000000000003 47.505000000000003 4588.5850000000009 1.0000000180025095e-35 16945.110000000004 52.085000000000008 3664.0050000000006 0.32145000000000007 3220.0800000000004 40033.145000000011 decision_type=10 8 10 8 10 8 10 10 10 10 8 10 10 8 10 left_child=1 6 3 10 5 -4 11 8 -8 -5 -3 13 -13 -1 -6 right_child=-2 2 4 9 14 -7 7 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=3.1426820916656159e-05 -0.027634864648058408 -0.0036145937362379423 0.0018882023499818086 0.049381218923273684 -0.0012025037058839188 0.059711512450364684 0.053974397912462869 -0.029146715384014033 -0.008257147548361243 -0.0059030713687821387 -0.022630801114612818 0.014949625307891408 -0.0027814542460621555 -0.023693832269362971 -0.014279402644999009 leaf_weight=566.25002697645687 6.5754243843257418 38.977790581062436 35.840476692188531 5.0446018092334253 1264.3685550105292 9.1902446867898089 16.539333639666445 7.7043200638145199 5.8946823254227629 5.5181750236079097 59.286979519296438 79.847399911377579 64.180021912790835 19.309697844553739 25.013251069933176 leaf_count=10216 49 597 543 60 15334 114 179 86 170 52 908 1149 677 288 175 internal_value=-0.000673233 -0.000577987 -0.00170945 -0.0114164 -0.000906107 0.0148387 0.00156429 0.0201052 0.0377547 0.0220546 -0.0152506 0.000765077 0.00704931 -0.000781485 -0.00147093 internal_weight=2209.54 2202.97 1443.24 108.828 1334.41 45.0307 759.725 30.1383 22.434 10.5628 98.2648 729.587 144.027 585.56 1289.38 internal_count=30597 30548 17783 1617 16166 657 12765 435 349 112 1505 12330 1826 10504 15509 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=19 num_cat=0 split_feature=11 10 7 3 7 11 10 7 7 11 6 8 8 6 5 4 7 4 split_gain=1.89073 4.46448 4.90254 5.78704 4.11702 4.37893 3.51269 3.38797 3.11117 2.85934 2.72663 2.9797 4.62849 2.1375 2.01363 3.80034 3.51492 1.10078 threshold=12863.275000000003 43.005000000000003 0.96305000000000007 2200.0550000000007 1.2213500000000004 29305.125000000004 49.375000000000007 1.3237500000000002 0.56085000000000007 12385.975000000002 1.5000000000000002 1166.8850000000002 477.93500000000006 3.5000000000000004 124.47500000000001 13.500000000000002 0.55615000000000014 1.0000000180025095e-35 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 left_child=9 17 3 8 5 -4 -5 -6 -3 10 14 12 -12 -13 16 -16 -1 -2 right_child=1 2 4 6 7 -7 -8 -9 -10 -11 11 13 -14 -15 15 -17 -18 -19 leaf_value=0.00060710042221191589 -0.0072471749066904886 0.0097082879905426734 -0.02869258959506801 0.032930603883451835 0.029180669753385291 0.010721928923617317 0.00033254374263087658 0 0.040678103116294079 -0.026488052368243399 -0.019482679446880022 -0.028643029555328103 0.035427039500657169 -0.0027793981682334968 0.0026005837549360009 0.040103988813176887 -0.0042565872625540497 -0.035727710346695328 leaf_weight=1080.8286682753824 8.3559642620384675 14.433520451188086 21.851707402616743 8.5887030623853189 10.827520377933977 9.3366917669773084 62.388636332936585 60.722397472709417 22.218442814424634 9.8253886234015209 6.9030387841630709 22.654948981013149 6.4356450634077191 13.100653901929034 263.44427884090692 5.9684030450880519 563.79536481387913 6.5514406636357299 leaf_count=16775 68 102 169 82 74 56 545 526 165 90 307 1130 366 559 2405 49 6899 120 internal_value=-0.000349952 0.00397552 0.00590043 0.0133128 -0.00187005 -0.0167714 0.00474929 0.00469813 0.0291968 -0.000848137 -0.000703844 -0.0122228 0.00728453 -0.0196362 -0.000399549 0.00359514 -0.00105876 -0.0215371 internal_weight=2198.23 225.275 210.368 107.629 102.738 31.1884 70.9773 71.5499 36.652 1972.96 1963.13 49.0943 13.3387 35.7556 1914.04 269.413 1644.62 14.9074 internal_count=30487 1907 1719 894 825 225 627 600 267 28580 28490 2362 673 1689 26128 2454 23674 188 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=24 num_cat=0 split_feature=5 4 10 10 10 5 3 8 1 8 5 2 10 7 7 1 2 3 10 11 1 11 3 split_gain=2.68638 4.36912 3.4527 3.69527 3.38648 5.63617 4.8132 5.22625 3.27097 2.77878 2.05698 2.02449 2.40251 2.29886 2.94081 2.29743 2.23601 2.06955 1.14774 0.901819 1.02554 0.824017 0.233711 threshold=22.275000000000002 1.0000000180025095e-35 8.3750000000000018 3.5400000000000005 25.645000000000003 24.905000000000005 14885.520000000002 8345.2850000000017 1.0000000180025095e-35 44224.055000000008 231.98000000000005 3.5000000000000004 -1.0000000180025095e-35 0.69935000000000014 0.82355000000000012 10.500000000000002 7.5000000000000009 1971.4800000000002 34.785000000000004 37.640000000000008 1.0000000180025095e-35 507.04500000000007 1.0000000180025095e-35 decision_type=10 10 10 8 8 10 10 10 10 8 10 10 10 8 8 8 10 10 8 10 10 8 10 left_child=1 11 3 -3 6 8 7 22 18 10 -7 13 15 17 -15 -13 -14 -1 -6 -4 -21 -5 -2 right_child=4 2 19 21 5 9 -8 -9 -10 -11 -12 12 16 14 -16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=0.0044540099905653078 -0.023350961778701336 -0.020937840621220154 -0.0030390956095311485 0.033080740081686856 0.060252294878639569 0.00059666333508269303 0.019164784730188785 0.016938945752450817 -0.002373888934717747 -0.029586817835915269 0.0078222718053581521 -0.042550585091866405 -0.014067864379278101 -0.042367451012467118 0 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0.0206128 -0.0365383 internal_weight=2192.83 407.395 68.176 19.6984 1785.43 1753.49 31.9412 24.8862 16.0911 1737.4 1730.97 339.219 60.5123 278.707 16.0195 13.556 46.9563 262.687 10.9843 48.4776 42.1472 11.2 19.8197 internal_count=30437 6801 2398 958 23636 22744 892 721 298 22446 22352 4403 828 3575 155 200 628 3420 152 1440 968 541 617 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=9 num_cat=0 split_feature=2 1 11 10 1 8 8 6 split_gain=1.7716 3.96517 2.90892 3.76555 1.94125 1.61541 1.82177 1.41185 threshold=12.500000000000002 21.500000000000004 1909.4350000000002 84.895000000000024 23.500000000000004 49050.000000000007 36730.385000000002 5.5000000000000009 decision_type=10 10 10 10 10 8 8 10 left_child=4 2 3 -2 5 6 7 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.00082864960783347234 0.0036451686178911795 -0.022770680871940455 0.00079251560576468075 0.049569602885006017 0.02583827850181741 -0.022693683268519949 0.025582044394635794 0.020322245257722776 leaf_weight=2127.430544415256 7.9758561830967691 5.9617645554244509 13.831981139257548 10.510834297165273 6.8658212050795546 6.1991835986264041 6.5307865925133219 8.355733950622378 leaf_count=29540 95 41 94 80 43 93 71 321 internal_value=0.00121336 0.0117498 0.0187601 0.0312165 0.00101854 0.00092492 0.00100615 0.000916728 internal_weight=2193.66 38.2804 32.3187 18.4867 2155.38 2148.52 2142.32 2135.79 internal_count=30378 310 269 175 30068 30025 29932 29861 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=25 num_cat=0 split_feature=9 0 4 8 10 3 9 4 3 10 9 0 3 3 10 10 7 10 1 7 3 4 10 9 split_gain=2.02608 3.80304 4.88274 3.33394 3.73248 3.30645 3.46357 2.49606 2.07354 1.88732 5.17995 5.42515 4.19471 13.2956 2.90542 5.59158 3.99083 3.7629 2.6408 2.55915 2.38108 1.4107 1.31661 1.30755 threshold=1999.5000000000002 1.0000000180025095e-35 7.5000000000000009 7461.9450000000006 66.175000000000026 83.325000000000003 4507.5000000000009 1.5000000000000002 551.16500000000008 92.285000000000011 201.50000000000003 1.0000000180025095e-35 893.12000000000012 704.58000000000004 86.335000000000022 85.895000000000024 0.38885000000000008 89.105000000000004 10.500000000000002 0.7722500000000001 1100.0250000000003 1.5000000000000002 93.915000000000006 5912.0000000000009 decision_type=8 10 8 10 10 8 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 8 left_child=9 3 21 5 7 6 -2 -5 -7 14 12 -12 13 -11 15 18 17 -16 -1 -18 -14 -3 -6 -23 right_child=1 2 -4 4 22 8 -8 -9 -10 10 11 -13 20 -15 16 -17 19 -19 -20 -21 -22 23 -24 -25 leaf_value=-0.00062848645926027644 0.010565652831951614 -0.001222098787092607 0.0256088919338344 0.033113790812289122 -0.038419893098100628 -0.020711996277360006 0.045219979894963853 -0.0014415514577620697 0.011654069044839628 -0.0034093936604276884 -0.0010116117954874749 0.056812985254661434 -0.039775738083754154 0.054798962779521579 0.010777435973754834 -0.036917462101065446 0.017298850361979878 -0.038264509186292289 0.013516181971922822 0 -0.011619516672848636 -0.044433462803673898 -0.0057270466155527455 -0.010943352686470646 leaf_weight=1191.8170797626954 15.275298107415439 6.095195889240137 6.0197436220478258 7.1180530246347216 5.6102505791932327 5.316647904925051 15.190564284101127 13.738902848213909 21.351241441909224 656.51002486981452 8.6448383349925262 6.3240563911385825 8.8603320848196727 8.9530443074181658 6.3757642460986954 9.4808788020163757 63.807374048512429 7.50323107955046 32.924820829182863 31.629699268378317 43.814766801893711 7.4017487952951315 7.3582113832235336 6.5172221974935391 leaf_count=17595 264 379 354 96 92 105 178 270 668 6402 150 204 113 122 87 112 765 102 293 351 557 607 125 409 internal_value=-0.000604802 0.00576307 -0.0107082 0.010597 -0.00170164 0.0178683 0.0288915 0.0110982 0.00450531 -0.00096856 -0.00300757 0.0251329 -0.00363522 -0.00253772 0.000141724 -0.00054894 0.00791921 -0.0161893 -0.000233438 0.0116086 -0.0171016 -0.0225683 -0.0219661 -0.0308723 internal_weight=2193.64 116.993 26.0339 90.9592 33.8254 57.1338 30.4659 20.857 26.6679 2076.65 733.107 14.9689 718.138 665.463 1343.54 1234.22 109.316 13.879 1224.74 95.4371 52.6751 20.0142 12.9685 13.919 internal_count=30400 3547 1749 1798 583 1215 442 366 773 26853 7548 354 7194 6524 19305 18000 1305 189 17888 1116 670 1395 217 1016 is_linear=0 shrinkage=0.05 Tree=172 num_leaves=17 num_cat=0 split_feature=6 7 7 7 9 10 0 7 2 10 10 10 8 7 4 7 split_gain=2.63808 2.52119 5.36407 3.44736 3.35179 4.12009 3.28282 2.90807 3.08507 2.99037 2.47548 5.77443 2.53369 2.24467 1.65717 1.43587 threshold=4.5000000000000009 0.16535000000000002 0.27555000000000007 0.26135000000000003 5625.0000000000009 64.765000000000015 20.500000000000004 0.091950000000000018 5.5000000000000009 6.8550000000000013 55.045000000000009 115.87000000000002 31887.250000000004 0.22385000000000002 1.0000000180025095e-35 0.15365000000000004 decision_type=10 8 10 10 10 8 8 10 10 10 8 10 8 10 10 10 left_child=1 7 3 13 6 -6 -4 10 9 -9 12 -12 -1 -3 -5 -2 right_child=15 2 4 14 5 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=0.0016996821556992552 -0.0017620398170211018 -0.0095943868446649178 -0.00020278300486106863 -0.0147253690221728 0.047431435073181948 0.0042743463367765624 -0.034216454851103716 -0.013747312329329209 0.035768219034089908 0.0097645093014227975 -0.018300060070195284 0.018023484341249282 0.032714832111894222 0.0015966851868032589 -0.039710546763602209 -0.034971439640205659 leaf_weight=158.15619763883296 5.9865771676413697 116.83045740053058 1560.7313148395624 29.548862857744098 7.0485642091371119 19.423685889225457 6.1294405050575724 14.306678519584237 9.2876097117550653 112.3370058729779 41.785497508011758 13.689027403481303 5.9134394908323875 70.78571641840972 9.3112434460781497 7.5179057563655078 leaf_count=4416 286 1823 18198 377 135 269 40 169 130 1879 880 202 62 1071 179 232 internal_value=-0.000472327 -0.000328129 -0.00108292 -0.00826548 -5.43073e-05 0.0172557 -0.00036077 0.00351407 0.00923254 0.00698236 -2.96664e-05 -0.00908781 0.00303924 -0.00535952 -0.0216835 -0.0217308 internal_weight=2188.79 2175.28 1819.81 226.476 1593.33 26.4723 1566.86 355.475 135.931 126.644 219.544 55.4745 164.07 187.616 38.8601 13.5045 internal_count=30348 29830 22092 3450 18642 404 18238 7738 2178 2048 5560 1082 4478 2894 556 518 is_linear=0 shrinkage=0.05 Tree=173 num_leaves=20 num_cat=0 split_feature=3 0 3 3 3 11 11 7 7 7 3 3 11 0 7 8 7 7 3 split_gain=2.31115 3.44502 3.38091 3.16398 2.9007 3.96642 4.64116 2.30965 3.76334 7.59935 6.4886 2.65767 2.49158 2.2082 3.28117 2.54264 1.98429 1.59164 3.11831 threshold=327.44000000000005 4.5000000000000009 300.02500000000003 470.19500000000011 616.86000000000013 568.05000000000007 4858.3150000000014 0.83785000000000009 0.5192500000000001 0.53305000000000013 96.660000000000011 247.38500000000002 786.81000000000006 2.5000000000000004 0.10645 14012.000000000002 0.68795000000000006 0.23885000000000003 430.71000000000009 decision_type=10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 8 10 10 left_child=2 3 7 17 -3 -6 -7 8 10 -10 -1 12 -9 15 -15 -5 -4 -2 -19 right_child=1 4 16 13 5 6 -8 11 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 leaf_value=-0.00072169040960853447 0.0099194175012559081 -0.015144343975604366 0.043512151532530942 -0.00088547538613393075 0.048321682854378212 -0.013381676188626131 0.035807772352153211 -0.015358944849157261 0.040351423881883411 0.0060152509330782984 0.026058752021737987 -0.032003162953140069 0.00037340653698143009 0.017049758725691193 -0.018450883609682073 0.019712857959435792 0.0067848951842323707 -0.0075662974877220889 -0.036619222616253812 leaf_weight=410.31845435220748 5.262423086911439 5.6869005709886578 6.6351040070876453 929.38434489793144 8.3502517601009476 10.543346813647078 7.1781463846564284 25.773138084448874 16.485090155154467 228.47556982422248 22.92340472061187 5.8429002147167912 412.4259039554745 6.9790529980091369 34.915979814482853 14.214181504212318 8.7079925034195185 30.086721730884165 13.262628822587429 leaf_count=5120 130 127 116 14476 237 282 113 330 164 2420 440 76 3861 425 1200 243 123 517 209 internal_value=0.000491151 -0.00117823 0.00205933 -0.00168672 0.0147724 0.021801 0.007124 0.00172415 0.00355928 0.00850096 0.000740531 -0.00106917 -0.000573387 -0.00105987 -0.0121609 -0.000549352 0.0246641 -0.0140164 -0.017193 internal_weight=2203.45 1065.86 1137.59 1034.11 31.7586 26.0717 17.7215 1122.24 678.203 244.961 433.242 444.042 438.199 985.494 41.895 943.599 15.3431 48.6118 43.3494 internal_count=30609 17959 12650 17200 759 632 395 12411 8144 2584 5560 4267 4191 16344 1625 14719 239 856 726 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=17 num_cat=0 split_feature=3 3 0 10 3 4 3 10 10 0 7 9 3 1 7 3 split_gain=2.71315 5.28862 4.27025 4.12714 9.06279 4.12259 3.41686 2.29497 2.16183 7.08013 3.77212 3.37619 2.07416 1.75193 1.32985 0.852973 threshold=4256.1850000000004 4653.6950000000006 4.5000000000000009 69.285000000000011 5156.0300000000016 8.5000000000000018 4087.6600000000003 34.785000000000004 47.715000000000011 4.5000000000000009 0.68535000000000013 26050.000000000004 3783.6800000000007 1.0000000180025095e-35 0.12595000000000003 4170.2400000000007 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 left_child=6 13 3 5 -5 -3 8 -4 9 10 -1 12 -10 -2 -11 -8 right_child=1 2 7 4 -6 -7 15 -9 11 14 -12 -13 -14 -15 -16 -17 leaf_value=0.0054979991218032627 -0.033824548612321231 -0.0065999652848258809 0.00058114635933217377 0.050406292247796081 7.5220292304268587e-05 0.021604896821514667 0.04181143211183605 0.044182984719622016 0.00050020139832988744 -0.0044982043691434931 0.030399070622086473 -0.034049440565501306 -0.015722342454927329 -0.0011086849524194642 -0.034495410735144637 0.0097068122165708537 leaf_weight=236.54380160826258 17.289082247065384 300.71050586993806 5.5013415925204736 9.7299440987408143 54.962062790524215 12.502929488662629 5.1248730591032627 6.4799447590485215 1485.9132885034196 6.3634486480150398 15.474303799681364 6.194286758080124 18.957427435554564 5.7745295541826627 11.263379799667744 5.0718147694133231 leaf_count=4113 241 5664 184 120 578 386 74 105 17856 169 188 109 257 155 184 79 internal_value=0.000187931 -0.00345778 -0.0020344 -0.0030073 0.00837341 -0.00539299 0.00103282 0.0261349 0.000856303 0.00497207 0.00716083 0.000115747 0.000282215 -0.0262276 -0.0247574 0.0285824 internal_weight=2203.86 412.95 389.887 377.905 64.692 313.213 1790.91 11.9813 1780.71 269.645 252.018 1511.07 1504.87 23.0636 17.6268 10.1967 internal_count=30462 7433 7037 6748 698 6050 23029 289 22876 4654 4301 18222 18113 396 353 153 is_linear=0 shrinkage=0.05 Tree=175 num_leaves=12 num_cat=0 split_feature=9 9 3 6 1 9 9 11 1 10 9 split_gain=1.85222 1.85278 4.41459 3.56057 1.85265 1.78008 2.96226 1.66838 1.57828 1.44184 2.82213 threshold=16050.000000000002 10516.500000000002 1.0050000000000001 2.5000000000000004 1.0000000180025095e-35 1999.5000000000002 6759.0000000000009 3086.6000000000008 3.5000000000000004 92.285000000000011 35250.000000000007 decision_type=8 10 8 10 8 10 10 10 10 10 10 left_child=1 3 -3 5 7 8 -7 -5 -1 10 -2 right_child=9 2 -4 4 -6 6 -8 -9 -10 -11 -12 leaf_value=-0.00014403919318598443 -0.034549104205999936 0.042868709783788629 -0.013131494820331059 0.0045237745828663302 -0.042670504723793093 0.01450730489551923 -0.0096586537572550344 -0.028439997753321546 0.004060419402984611 0.0041443287364763192 0.0079893404594516462 leaf_weight=1818.3344451759476 11.102211463265126 7.0627306625246975 5.406273293076084 8.6253757437225449 5.5427619882393619 50.613923581317067 15.775408170651643 5.3559281718917182 253.15620781062171 7.382927691563963 5.0284574935212722 leaf_count=23350 244 120 194 397 467 1678 402 141 3241 123 91 internal_value=0.000392626 0.000548991 0.0190448 0.000431001 -0.0202885 0.000631955 0.00863269 -0.00882564 0.000369085 -0.0132667 -0.0213043 internal_weight=2193.39 2169.87 12.469 2157.4 19.5241 2137.88 66.3893 13.9813 2071.49 23.5136 16.1307 internal_count=30448 29990 314 29676 1005 28671 2080 538 26591 458 335 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=9 num_cat=0 split_feature=1 0 0 5 10 4 0 11 split_gain=2.08103 2.00295 2.14729 1.88394 4.48184 2.43705 1.53582 2.46068 threshold=16.500000000000004 17.500000000000004 13.500000000000002 185.13500000000002 279.59500000000008 2.5000000000000004 4.5000000000000009 853.55000000000007 decision_type=8 10 10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 7 -2 right_child=6 -3 -4 4 -6 -7 -8 -9 leaf_value=0.0002413685371050163 0.040680088066431357 0.022477961187230774 -0.025876904502432414 0.011398064696376581 -0.0059329063527829191 -0.0048589498209477859 -0.0030044924972083891 0.0069814875064645836 leaf_weight=1715.7744379758369 7.6142332879826453 8.8435526117682439 7.0664701238274565 102.65709009021521 57.072741094976664 269.99001091835089 11.128213550895451 17.401096418499947 leaf_count=22705 55 65 80 948 607 5811 86 92 internal_value=0.0001772 -2.21391e-05 -0.000127295 -2.81396e-05 0.00517608 -0.000451665 0.011912 0.0186004 internal_weight=2197.55 2161.4 2152.56 2145.49 159.73 1985.76 36.1435 25.0153 internal_count=30449 30216 30151 30071 1555 28516 233 147 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=18 num_cat=0 split_feature=9 11 4 3 10 10 10 10 7 10 4 11 11 3 10 9 10 split_gain=3.03832 1.8106 5.44089 3.6027 3.40911 3.17296 3.35639 2.00489 9.00972 4.20368 4.01981 3.32479 3.25929 1.69353 1.5825 1.70342 1.18599 threshold=16050.000000000002 373.42500000000007 3.5000000000000004 3320.2250000000004 9.1550000000000029 25.645000000000003 34.155000000000008 76.745000000000019 1.1309000000000002 74.865000000000023 2.5000000000000004 8110.7050000000008 4959.5850000000009 4256.1850000000004 39.495000000000012 26050.000000000004 19.905000000000005 decision_type=8 10 10 10 8 10 10 10 10 8 10 10 10 8 8 10 10 left_child=1 2 3 4 -1 -4 -7 8 9 -3 11 -9 -12 14 -2 -16 -5 right_child=13 7 5 16 -6 6 -8 10 -10 -11 12 -13 -14 -15 15 -17 -18 leaf_value=0.013179724359268659 0.012360045355396566 0.0010811892710834252 -0.020454033955336012 -0.011784660943317805 -0.00604477183366753 0.051255031711215829 0.01050928481343817 -0.0014999509574827466 0.05590411457678051 0.017033459842468165 -0.0041489313676012218 0.0056186561355640284 -0.022683539839074122 -0.038714661775619476 0.00093987030888806127 -0.034209058891936747 -0.032697802578897713 leaf_weight=24.696105179842561 5.3045258056372413 810.6510471503716 5.6771735758520654 17.887503120582554 217.80861962912604 5.1611905349418512 37.632120364578441 657.37372490717098 6.80481132864952 42.610020838212222 83.998738718219101 217.35937000997365 32.946285070385784 6.0616234252229324 5.9214574298821425 6.3066813084296882 13.85048405267298 leaf_count=414 67 11591 425 888 3954 166 807 7316 41 519 1261 1784 420 173 109 118 449 internal_value=-0.0001671 2.8248e-05 -0.00341947 -0.00616598 -0.00402038 0.0118295 0.0165959 0.000633321 0.00240016 0.00190267 -0.00089487 0.000267613 -0.00956103 -0.0176429 -0.00839195 -0.0180259 -0.0217839 internal_weight=2198.05 2174.46 322.713 274.243 242.505 48.4705 42.7933 1851.74 860.066 853.261 991.678 874.733 116.945 23.5943 17.5327 12.2281 31.738 internal_count=30502 30035 7103 5705 4368 1398 973 22932 12151 12110 10781 9100 1681 467 294 227 1337 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=19 num_cat=0 split_feature=10 5 10 7 7 5 7 10 7 7 10 5 10 7 5 11 11 5 split_gain=2.22343 3.68728 3.51099 3.11351 5.55157 3.989 3.32516 5.17245 4.43225 2.77495 2.22949 2.91253 3.28713 2.79974 1.9765 1.84964 2.78503 1.75934 threshold=279.59500000000008 231.98000000000005 131.34500000000006 1.0505500000000001 1.1013500000000003 129.72500000000002 0.098550000000000013 103.98500000000001 0.13275000000000003 0.21570000000000003 328.03500000000008 336.77500000000003 475.64000000000004 0.41605000000000009 260.69000000000005 16945.110000000004 4098.0850000000009 131.67500000000004 decision_type=10 8 8 8 10 10 10 10 10 10 10 10 10 10 8 10 8 10 left_child=1 3 -3 6 17 -6 7 -1 -8 -2 14 13 -13 -12 -11 16 -4 -5 right_child=9 2 15 4 5 -7 8 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 leaf_value=-0.006721320782782883 0.024808492565021656 -0.0086509564579908323 0.02561400872525102 -0.029025459035367043 0.009927199452909527 -0.0070121409594806755 0.014753301179589671 0.025312435713042227 0.0010368482592524404 -0.038010191803234464 -0.020036849834614155 -0.034388414743662117 -0.0026267181019926653 0.012462888668971536 -0.0039109817629960171 0.043410883338765409 -0.0023392316153577411 0.00023833482483688828 leaf_weight=216.30318866542075 5.2241799216717473 13.171936205588279 21.242835741490126 27.97323869401589 48.506593983620405 115.02184343151748 60.30424586427398 12.349760642275212 1562.2585208087694 10.545652680099009 7.6487718448042861 12.936491700820623 20.970347005873919 26.916866529732943 7.6845556804910329 6.5772449001669875 14.095684241503475 5.8130397647619239 leaf_count=5832 72 95 220 263 382 961 980 182 20391 118 91 144 212 284 79 51 132 53 internal_value=0.000132584 0.000468952 0.0131178 0.000120132 -0.00583132 -0.00192732 0.000759983 -0.00486669 0.00155849 -0.00743314 -0.00969355 -0.00528746 -0.015526 0.00476951 -0.0248472 0.0201173 0.014569 -0.0239847 internal_weight=2195.54 2103.62 55.0877 2048.53 197.315 163.528 1851.22 228.653 1622.56 91.9269 86.7027 68.4725 33.9068 34.5656 18.2302 41.9158 35.3385 33.7863 internal_count=30542 29542 498 29044 1659 1343 27385 6014 21371 1000 928 731 356 375 197 403 352 316 is_linear=0 shrinkage=0.05 Tree=179 num_leaves=22 num_cat=0 split_feature=7 7 3 3 3 3 4 5 10 3 9 4 7 5 5 4 10 1 11 7 10 split_gain=2.07985 5.24214 3.97167 2.54171 2.477 6.97766 5.8247 8.53314 5.35778 3.56634 2.84672 1.84932 3.23219 2.37363 1.72822 6.04019 5.53185 1.91568 1.58409 0.656941 0.207082 threshold=0.034350000000000006 0.018950000000000005 704.58000000000004 6552.9000000000005 4353.1650000000009 4087.6600000000003 8.5000000000000018 52.085000000000008 60.525000000000013 4653.6950000000006 5005.0000000000009 1.0000000180025095e-35 2.2403000000000004 124.47500000000001 94.050000000000026 2.5000000000000004 76.745000000000019 2.5000000000000004 5000.1550000000016 0.026250000000000006 99.495000000000019 decision_type=10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=1 14 19 -4 5 11 9 -8 -7 18 -11 13 -13 -2 16 20 17 -1 -6 -3 -16 right_child=4 2 3 -5 6 8 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=0.0037018465907530658 -0.00039274885432896987 0.013216268585703767 0.068480028309464411 0.021836768541323597 -0.035921795265073157 -0.0013156046295642295 -0.0078443857823287024 0.06756545811233193 0.056291615657933808 -0.0037414230366926526 -0.031660434050524475 -0.0035259017643270401 0.016319809355530127 0.0051034488678181463 -0.015049401325043602 0.046433079254996491 -0.044507916983780066 -0.023156185316955149 -0.0029816622853400835 -0.0094807276972878468 -0.00074958487181221831 leaf_weight=75.57243761816062 899.01863262616098 5.2604199298657495 5.0790321407839629 9.5195814608596265 12.735959959682079 6.5663943518884471 7.7481876369565708 5.7904883245937526 8.6702158208936435 332.88146509998478 8.4761467289645207 519.77029494964518 20.30318158864975 249.8846276178956 5.498281433712692 7.3708904460072509 6.1386469495482734 6.2499834712361908 5.7050801012665024 5.3879593322053552 5.626337558031083 leaf_count=2644 10207 58 95 229 221 117 245 79 98 4994 273 8015 198 2053 95 147 189 367 68 64 99 internal_value=-0.000435567 0.00562877 0.025648 0.0417349 -0.000824937 -1.30352e-05 -0.00450782 0.0264934 0.0326052 -0.0057584 -0.00453973 -0.000329369 -0.00274181 0.000801716 0.000640027 0.0141532 -0.00227233 0.00133511 -0.0266659 0.00147462 -0.00888789 internal_weight=2209.25 131.704 25.247 14.5986 2077.55 1704.21 373.337 13.5387 15.2366 359.799 341.358 1688.98 540.073 1148.9 106.457 18.4955 87.9611 81.8224 18.441 10.6484 11.1246 internal_count=30555 3987 446 324 26568 20688 5880 324 215 5556 5267 20473 8213 12260 3541 341 3200 3011 289 122 194 is_linear=0 shrinkage=0.05 Tree=180 num_leaves=21 num_cat=0 split_feature=9 8 9 3 8 8 10 3 10 8 7 6 7 9 8 5 5 5 5 10 split_gain=1.80072 3.65718 5.2531 3.98893 3.80659 4.18965 3.78281 3.55588 4.25834 3.34808 3.24113 4.31925 3.47342 3.1586 1.99585 1.78245 2.96107 1.33201 0.702143 0.581641 threshold=2899.5000000000005 1988.3650000000002 392.50000000000006 0.83500000000000008 1399.8300000000002 1166.8850000000002 68.02500000000002 4736.0250000000005 50.665000000000006 20006.775000000005 0.63345000000000007 5.5000000000000009 0.73775000000000013 10516.500000000002 1013.1350000000001 78.385000000000005 64.665000000000006 57.255000000000003 86.77500000000002 87.27500000000002 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=1 4 7 18 5 14 -6 9 -9 -3 11 15 -12 -14 -1 16 -2 -5 -4 -17 right_child=10 2 3 17 6 -7 -8 8 -10 -11 12 -13 13 -15 -16 19 -18 -19 -20 -21 leaf_value=-0.00073994246269385052 -0.017798811355374724 -0.0084263324026841533 0.027963318674446541 0.022663124079738892 -0.042922418154081078 0.031703898240130861 0.0039710648306825079 0.0043339654201613401 0.05648077750465004 0.021408552003954681 0.040670757436815273 0.022772680255493161 -0.021256236364879555 0.01882239132392664 -0.028900513954559781 -0.04516275666286549 0.01212964766674765 -0.010383633319472304 0.065460886259887038 -0.016998488675197751 leaf_weight=1978.5502402135171 42.35445836733561 50.506319387815893 5.7453538002446312 5.0243695578537864 9.5824403071310353 8.9377440167590958 6.6754339109174934 12.280213715508582 5.0603857003152362 10.468510057777165 5.2211001897230771 6.7132803036365649 9.5104288421571272 8.1947060935199243 5.3234272513072929 6.0873733651824278 9.2553836423903686 5.0857023200951517 5.1917667826637626 6.1540871737524867 leaf_count=24899 1607 773 143 345 336 273 153 276 64 81 95 230 150 89 158 168 220 162 85 166 internal_value=-0.000711859 -0.000406525 0.00890418 0.0304928 -0.000873693 -0.000668287 -0.024264 0.00272792 0.022074 -0.00296064 -0.00746776 -0.012762 0.00847066 -0.00242424 -0.000832548 -0.0168687 -0.0122081 0.00615112 0.0501747 -0.0337345 internal_weight=2201.92 2108.43 99.3626 21.0472 2009.07 1992.81 16.2579 78.3154 17.3406 60.9748 93.4908 70.5646 22.9262 17.7051 1983.87 63.8513 51.6098 10.1101 10.9371 12.2415 internal_count=30473 27748 1929 735 25819 25330 489 1194 340 854 2725 2391 334 239 25057 2161 1827 507 228 334 is_linear=0 shrinkage=0.05 Tree=181 num_leaves=23 num_cat=0 split_feature=11 3 3 3 1 11 11 7 7 3 10 5 10 1 7 10 5 7 3 10 7 7 split_gain=1.6654 4.07844 7.77094 6.31468 5.44256 3.78547 9.20099 3.76155 4.88735 3.68626 3.64208 3.37473 8.03223 3.00473 2.91652 2.69116 7.57719 4.47623 2.03778 1.37865 1.12451 0.532492 threshold=3051.0050000000006 5863.6950000000006 4812.1850000000004 10201.080000000002 2.5000000000000004 1697.9900000000002 1047.7800000000002 0.17435000000000003 0.084950000000000012 4437.8100000000013 37.255000000000003 41.475000000000001 25.645000000000003 2.5000000000000004 0.19445000000000004 94.495000000000019 86.77500000000002 1.1467500000000002 7270.3300000000008 33.285000000000004 0.060650000000000003 0.24680000000000005 decision_type=10 8 10 10 8 10 10 10 10 10 8 10 10 10 10 10 8 10 8 8 8 10 left_child=1 2 9 18 10 6 -4 8 -2 13 -5 12 -10 -1 -9 16 -16 -17 19 -3 -20 -11 right_child=7 3 5 4 -6 -7 -8 14 11 21 -12 -13 -14 -15 15 17 -18 -19 20 -21 -22 -23 leaf_value=0.000523863146920895 -0.015103354267936107 -0.025346892970872267 0.0094596886642840296 0.00044992726675866591 0.041050156405095642 0.0015821378064882466 0.089788168922997014 -0.026196302453545518 0.010117627923961894 -0.011820809944275817 -0.038892142492103189 -0.0061606653625449013 0.066046043424578094 -0.0061267680230155004 0.00038962960362526588 -0.0074759026347069966 0.01602673495085144 0.0038864567492814467 -0.0094811172898395663 -0.0001021500857460554 -0.036901558196699331 -0.038746577492241113 leaf_weight=1006.4151323437691 9.0570895480923337 8.3910126476548594 9.3788570587057638 43.59865192277357 6.450534247676841 9.464151469524948 5.217609199229627 8.7774394345469755 17.404180293669928 5.1689723392482829 5.7551525924354783 6.5841195052489629 9.8811827260069531 203.08483410533518 359.91299758432433 180.89178186375648 97.988302090205252 164.12735227681696 6.0782608888112035 13.72458381787874 22.615438294364139 5.7843212652951479 leaf_count=14036 161 291 282 1497 270 145 94 129 277 135 116 71 138 3241 4423 1715 931 1447 265 244 479 99 internal_value=-1.86579e-05 -0.0011133 -0.000301418 -0.0104532 0.0011124 0.0272541 0.0424102 0.00170536 0.0159641 -0.000870622 -0.00471973 0.0246101 0.0321674 -0.00059284 0.000926425 0.00126136 0.00377441 -0.00206071 -0.0230286 -0.0105789 -0.0317763 -0.0285103 internal_weight=2205.75 1351.13 1244.51 106.614 55.8043 24.0606 14.5965 854.624 42.9266 1220.45 49.3538 33.8695 27.2854 1209.5 811.698 802.92 457.901 345.019 50.8093 22.1156 28.6937 10.9533 internal_count=30486 21194 18032 3162 1883 521 376 9292 647 17511 1613 486 415 17277 8645 8516 5354 3162 1279 535 744 234 is_linear=0 shrinkage=0.05 Tree=182 num_leaves=13 num_cat=0 split_feature=7 9 5 4 10 10 7 7 4 10 5 5 split_gain=2.54377 3.22808 3.14858 2.7112 2.53212 4.26449 3.49283 2.53026 1.50338 0.891165 1.34133 1.24775 threshold=2.2403000000000004 26050.000000000004 50.435000000000009 4.5000000000000009 475.64000000000004 356.14500000000004 0.41605000000000009 1.8499000000000001 1.5000000000000002 299.87000000000006 281.31500000000005 307.53000000000003 decision_type=8 10 8 8 10 8 10 10 10 8 10 10 left_child=1 4 -3 8 5 7 -7 -1 9 10 -2 -11 right_child=3 2 -4 -5 -6 6 -8 -9 -10 11 -12 -13 leaf_value=0.00082684298064051491 0.0061699237642376704 0.005366858214211661 -0.042803585870174556 0.040265804781025476 -0.024575773506462017 -0.0056533666206088533 0.038392269173535207 -0.016743950807377991 -0.014591837385528739 -0.013779920151043538 0.036677003481941965 0.0091720422090205179 leaf_weight=2076.4288796037436 9.7063569780439156 5.0887015108019096 7.3630292671732605 5.9738031420856705 8.8099933676421625 6.1352217346429851 12.48883071169257 19.673043091781437 6.2062280997633925 6.1464537698775521 5.867148980498313 31.990769688040018 leaf_count=29136 80 91 139 58 109 72 128 183 60 67 54 323 internal_value=0.000899006 0.000595562 -0.0238104 0.0105051 0.000752164 0.00087161 0.0240791 0.000651642 0.00684353 0.00963319 0.0194843 0.00508762 internal_weight=2201.88 2135.99 12.4517 65.8908 2123.54 2114.73 18.6241 2096.1 59.917 53.7107 15.5735 38.1372 internal_count=30500 29858 230 642 29628 29519 200 29319 584 524 134 390 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=22 num_cat=0 split_feature=5 7 7 5 8 10 5 4 7 4 5 8 5 7 3 8 4 7 10 7 7 split_gain=1.97313 1.96541 3.60291 4.49307 7.51409 3.44943 3.29726 8.56136 3.65889 4.53807 2.94691 2.64825 2.70266 1.81669 1.55943 1.54068 3.14021 3.17394 1.98754 1.89733 2.49877 threshold=231.98000000000005 0.16535000000000002 0.091950000000000018 93.225000000000009 2164.5250000000001 58.665000000000006 35.305000000000007 1.0000000180025095e-35 0.33415000000000006 7.5000000000000009 71.095000000000013 3339.7300000000005 19.295000000000005 0.44255000000000005 22166.160000000003 5310.4050000000007 2.5000000000000004 2.0222000000000002 212.65500000000003 0.74975000000000014 1.6060500000000004 decision_type=10 8 10 10 10 8 8 10 8 10 8 10 10 10 10 10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 7 14 9 -8 -10 12 -4 -9 -3 16 19 -18 -17 -2 -21 right_child=15 6 11 4 -6 -7 8 13 10 -11 -12 -13 -14 -15 -16 18 17 -19 -20 20 -22 leaf_value=-0.00057333611758561792 -0.017914313148340764 -0.0038137833340920824 0.0042896184227867737 0.06049096621759751 -0.003592672304514097 -0.018243855842270867 0.0083307257369957897 -0.032862860258333661 -0.0049718037811659994 -0.027838647134547135 0.00022732307727186857 -0.015629169609490134 0.019243293063904446 -0.0057326865810525133 0.0124395468662876 0.0083219194758169506 0.0060650726426843072 0.051844946202880486 -0.030631954777882282 0.025437485933805494 0.0021957905853837376 leaf_weight=169.06837057811208 7.8059181179851285 243.59951366391033 70.082108943490312 6.5900172209367183 10.916532210540025 32.186480108881369 160.92566863261163 31.635027395095676 395.94959158357233 8.1432822702918184 864.15201324550435 9.0808256485033763 54.729061830090359 8.7824870087206346 14.618303341791032 5.8327347775921208 8.6858272533863765 6.6312350630760184 5.3032726421952248 13.315807815641163 64.8595160394907 leaf_count=4794 56 2851 1057 86 213 710 2284 721 5345 170 9729 219 897 96 167 75 71 64 81 98 632 internal_value=-0.000429498 -0.000781403 0.00261027 -0.00132708 0.0222254 -0.00350032 -0.00147766 -0.00624801 -0.000473695 0.00640576 -0.00140503 0.00904257 0.0109873 -0.0273691 -0.00282992 0.00598748 0.00797087 0.0281537 -0.0108125 0.00403558 0.00648904 internal_weight=2192.89 2080.46 352.653 218.761 17.5065 201.255 1727.81 298.635 1429.17 169.069 1260.1 133.892 124.811 40.4175 258.218 112.434 101.298 15.3171 11.136 85.9812 78.1753 internal_count=30416 29339 7976 5803 299 5504 21363 3835 17528 2454 15074 2173 1954 817 3018 1077 921 135 156 786 730 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=19 num_cat=0 split_feature=1 2 11 10 11 10 11 5 3 4 10 1 3 3 5 3 5 1 split_gain=1.95772 3.25228 2.94304 5.60144 5.01127 7.52012 3.79977 2.94387 2.73414 2.33776 2.4171 2.14035 3.95994 2.06178 1.70217 2.85634 2.37253 0.2575 threshold=3.5000000000000004 17.500000000000004 814.3850000000001 2.8050000000000002 1148.3600000000004 59.315000000000005 710.0150000000001 85.205000000000013 44902.67500000001 1.5000000000000002 12.475000000000003 2.5000000000000004 1617.7250000000001 1479.7700000000002 146.67500000000004 1.0050000000000001 247.63000000000002 6.5000000000000009 decision_type=8 8 8 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 left_child=1 8 3 -2 5 -4 7 -5 11 10 -10 13 -13 -1 15 -6 -16 -7 right_child=2 -3 4 6 14 17 -8 -9 9 -11 -12 12 -14 -15 16 -17 -18 -19 leaf_value=0.00062866802913686814 -0.021954991847725022 0.031852442759124168 0.027818260793102286 0.015967065987877831 -0.0043610866662756502 -0.022024072458766353 0.043638395312502076 -0.011726773320015991 0.042758751589136813 -0.011239652296465981 0.0057634172378202495 -0.016548219720155855 0.011140227137792311 -0.0028839476669551009 0.028566483646848842 0.011156661562734205 -0.0042985182906380356 -0.044259527108236829 leaf_weight=1223.4155151888262 9.9921629701275361 6.7104478888213626 5.0402380200102952 55.886383519973606 79.797527890652418 7.0500371190719333 10.098976599983869 10.571758971549569 8.2688111234456301 5.237888141302391 9.8208893467672205 50.228385438909754 16.256289244163781 632.10414849594235 13.39441839233041 45.731619674479589 8.1165206115692836 9.9553170315921289 leaf_count=14588 178 41 95 1052 693 132 119 142 196 252 121 1056 564 10307 92 788 63 95 internal_value=-2.23012e-06 -0.000543979 0.00410111 0.0115434 0.000216781 -0.021442 0.0162068 0.011379 -0.000674608 0.0159727 0.02429 -0.000887459 -0.00963922 -0.000566161 0.00362074 0.00129617 0.0163036 -0.0370541 internal_weight=2207.68 1952.04 255.635 86.5493 169.086 22.0456 76.5571 66.4581 1945.33 23.3276 18.0897 1922 66.4847 1855.52 147.04 125.529 21.5109 17.0054 internal_count=30574 27125 3449 1491 1958 322 1313 1194 27084 569 317 26515 1620 24895 1636 1481 155 227 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=17 num_cat=0 split_feature=7 7 10 10 5 3 8 11 10 3 8 8 11 11 5 3 split_gain=1.65946 4.50548 3.39554 3.4764 4.25151 4.70357 2.81486 2.72378 3.64613 3.80575 2.31178 2.83916 1.48412 1.33548 0.702079 0.647366 threshold=0.034350000000000006 0.03790000000000001 131.34500000000006 11.655000000000003 2.6050000000000004 19809.955000000005 25118.360000000004 750.32500000000016 212.65500000000003 1080.1550000000004 26664.710000000003 8702.385000000002 299.99500000000006 532.99500000000012 60.225000000000001 8884.6900000000005 decision_type=8 8 10 8 10 10 10 10 10 10 8 10 8 10 10 8 left_child=2 -2 3 4 15 -6 12 8 9 -3 11 -9 -5 -10 -8 -1 right_child=1 7 -4 6 5 -7 14 10 13 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.012788289987066694 -0.044417179420344843 -0.00088404864041801996 0.033522208621956068 -0.003713664195263016 0.053532854616497788 0 0.0041966770076942691 -0.00026527036845603946 -0.029504512031495025 -0.012659595065039445 -0.027260391127829776 0.016639679642608745 -0.027671337606584964 -0.0057024862991791915 0.031016471812431935 0.0077529117266837699 leaf_weight=7.6787077290937349 5.0259705125354222 334.44589154655114 8.446391203440724 72.799485250841826 9.7744097550166789 6.5678537371568373 5.1875963462516648 1583.972508731531 18.17071328684688 85.762542334618047 6.8151955194771281 24.232548918109387 6.2832026011310509 10.171748191118239 5.6735692201182246 5.6961095235310504 leaf_count=194 111 4825 139 2295 445 293 63 18765 221 2039 77 362 110 125 79 305 internal_value=-0.000878095 -0.00122272 0.00461439 0.00227155 0.0168223 0.0332023 -0.00261309 -0.00109364 -0.00453621 -0.0033236 -0.000132195 0 -0.00600133 -0.0216181 0.0200619 -0.00376154 internal_weight=2196.7 2068.6 128.107 119.661 29.7171 16.3423 89.9439 2063.57 448.551 420.208 1615.02 1608.21 79.0827 28.3425 10.8612 13.3748 internal_count=30448 26525 3923 3784 1237 738 2547 26414 7210 6864 19204 19127 2405 346 142 499 is_linear=0 shrinkage=0.05 Tree=186 num_leaves=15 num_cat=0 split_feature=3 10 6 4 3 11 11 10 4 10 1 8 5 3 split_gain=2.9409 2.31348 3.96238 6.32115 3.53061 3.02888 5.247 3.50472 3.21315 3.7619 2.19097 2.1893 0.944465 0.538063 threshold=50578.835000000006 77.245000000000019 2.5000000000000004 15.500000000000002 7860.7200000000012 270.15000000000003 347.55000000000001 74.02500000000002 1.0000000180025095e-35 63.375000000000007 1.5000000000000002 26664.710000000003 7.6850000000000014 57877.455000000009 decision_type=10 10 10 10 10 8 8 8 10 8 10 10 10 8 left_child=1 5 3 4 -3 8 10 -8 9 -1 -7 -10 -2 -14 right_child=12 2 -4 -5 -6 6 7 -9 11 -11 -12 -13 13 -15 leaf_value=0.019197746789186728 -0.0038878880180214614 -0.0018425034804335498 -0.035343802511947506 0.039439556563228763 -0.027083504506948675 -0.02898310580323071 -0.0003006318768910604 0.011416656197876409 0.00029031690842751354 -0.021878192810391803 0.0020750057588448377 0.023919908815111617 -0.041210767321108989 -0.012821486158304056 leaf_weight=61.04551956243813 6.2340750920120653 1030.241599222878 7.9136629032436749 8.1904698153957707 13.085641313344238 20.713615751359615 820.4708934915252 68.14396883174777 125.62696403171867 5.1860912777483454 7.1222585081122807 9.680019374471156 5.0878891590982649 5.0319450544193396 leaf_count=987 202 11411 251 94 130 353 11647 836 3976 61 166 127 79 103 internal_value=-0.000602568 -0.000436624 -0.00211153 -0.00182333 -0.0021895 0.00114655 -7.08939e-05 0.000604118 0.00668031 0.0156295 -0.0210666 0.00218057 -0.0211105 -0.0299667 internal_weight=2193.77 2177.42 1059.43 1051.52 1043.33 1117.99 916.451 888.615 201.539 66.2316 27.8359 135.307 16.3539 10.1198 internal_count=30423 30039 11886 11635 11541 18153 13002 12483 5151 1048 519 4103 384 182 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=16 num_cat=0 split_feature=4 4 5 7 5 10 6 6 7 9 0 7 11 5 7 split_gain=1.96977 3.50551 4.45405 1.96153 3.38353 3.30869 1.67535 3.67963 2.97134 2.8315 1.54027 1.26365 3.70057 3.16436 0.526652 threshold=8.5000000000000018 9.5000000000000018 78.385000000000005 0.6815500000000001 60.645000000000003 68.445000000000007 3.5000000000000004 1.5000000000000002 0.6956500000000001 1501.0000000000002 1.0000000180025095e-35 0.85025000000000006 1506.8850000000002 336.77500000000003 0.80720000000000014 decision_type=10 10 10 8 10 8 10 8 10 8 10 8 10 8 10 left_child=6 2 -2 4 10 -6 7 11 9 -9 -3 13 -13 -1 -5 right_child=1 3 -4 14 5 -7 -8 8 -10 -11 -12 12 -14 -15 -16 leaf_value=0.00024111059705227662 0.058867829625898239 -0.017945346637478474 -0.00093845361116414588 -0.021457345182042134 0.043252511922793502 0.0055323555720079888 0.022138903153813293 0.003852271585938833 0.0077297871524915646 -0.033332596266916051 0.0096965163049563072 -0.013474179812077642 -0.00092570783099038339 -0.034507748120197988 -0.001133706601957857 leaf_weight=1632.3244141591713 5.8555294545367342 12.374103897251191 5.3510959232226014 7.4928362350910884 8.4332326618023199 17.070592318661514 6.9632256161421529 6.1676013697870102 8.6667114994488639 20.451371932635084 7.0264601802919051 68.853709385264665 378.25592040736228 5.577111827209591 6.1706861238926649 leaf_count=22917 130 228 75 96 137 241 304 367 214 1037 337 804 3431 58 89 internal_value=-0.000456678 0.0077437 0.0321637 0.00252563 0.00764218 0.0193551 -0.000731513 -0.00081938 -0.0166098 -0.0247083 -0.00770441 -0.00054192 -0.00289505 9.87555e-05 -0.0133231 internal_weight=2197.03 69.7745 11.2066 58.5679 44.9044 25.5038 2127.26 2120.3 35.2857 26.619 19.4006 2085.01 447.11 1637.9 13.6635 internal_count=30465 1333 205 1128 943 378 29132 28828 1618 1404 565 27210 4235 22975 185 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=6 num_cat=0 split_feature=4 4 4 4 3 split_gain=1.69216 1.75041 2.80833 1.87124 1.54221 threshold=34.500000000000007 25.500000000000004 17.500000000000004 15.500000000000002 327.44000000000005 decision_type=8 8 10 8 10 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=0.00097076897885876542 -0.025450664406393 0.025524963709725009 -0.026219428581965121 0.026404893243114964 -0.0016925033316145541 leaf_weight=1134.2063231715001 5.6955238054506472 5.5543230215553185 9.4402437589596939 5.5758848546538493 1040.4412383380113 leaf_count=12514 103 91 193 107 17485 internal_value=-0.000344622 -0.000265649 -0.000344974 -0.000218677 -0.000301345 internal_weight=2200.91 2195.22 2189.66 2180.22 2174.65 internal_count=30493 30390 30299 30106 29999 is_linear=0 shrinkage=0.05 Tree=189 num_leaves=7 num_cat=0 split_feature=0 0 7 3 3 3 split_gain=1.54568 2.20176 1.51148 1.17461 1.79404 1.54313 threshold=21.500000000000004 18.500000000000004 6.2646000000000006 44902.67500000001 50578.835000000006 27910.165000000005 decision_type=10 8 10 10 10 8 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.0003214320178674861 -0.022312718767797418 0.026845495743137257 0.016957983560838694 0.025487259891604955 -0.00035235897911000275 -0.0098256625346064552 leaf_weight=2107.4169131006347 6.9276678971946231 6.5029100626707068 11.627887759357689 10.031995886005463 16.160652691498399 42.653404388576746 leaf_count=28857 53 46 106 242 394 870 internal_value=-0.000269185 -0.000187185 -0.000282044 -0.000384201 0.00993388 -0.000516783 internal_weight=2201.32 2194.39 2187.89 2176.26 26.1926 2150.07 internal_count=30568 30515 30469 30363 636 29727 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=15 num_cat=0 split_feature=3 4 3 10 3 10 3 10 3 2 5 10 5 10 split_gain=1.82673 3.06942 1.97273 2.01962 1.92066 3.29703 1.46971 4.18395 1.81849 1.45062 1.20942 1.68933 0.745878 0.833536 threshold=33629.590000000004 2.5000000000000004 27910.165000000005 47.345000000000006 24890.775000000005 36.655000000000008 21303.910000000003 32.580000000000005 14885.520000000002 1.0000000180025095e-35 35.755000000000003 13.995000000000003 11.305000000000001 29.260000000000002 decision_type=8 10 10 10 10 10 10 8 10 10 8 8 10 10 left_child=2 9 4 -4 6 -6 8 -8 -1 10 11 -2 -11 -14 right_child=1 -3 3 -5 5 -7 7 -9 -10 12 -12 -13 13 -15 leaf_value=-0.00019403763214864101 0.027991998009449234 -0.018257221812149265 -0.0028350048749812835 -0.040617938966041572 0.03988347155109942 -0.0078433462112135789 -0.045578829991160752 0.0031408933313272769 0.010549435237041292 -0.011945335609606035 0.039174747407104096 0.0014656246109994667 0.021545011838434415 -0.0033035546329973904 leaf_weight=2052.3220881029265 10.485915831290182 7.7660600261297068 9.7678756986279023 5.0163970030844203 6.9172697002068144 5.8875457160174847 5.7553325537592173 11.863704564515503 39.157208175864071 5.4412421137094524 6.237529709935191 13.712807831820104 5.4652669453062099 5.9852573634125292 leaf_count=27660 219 364 265 52 175 61 181 150 706 225 39 124 111 105 internal_value=0.000109633 0.00901765 -0.000121831 -0.0177329 6.81344e-06 0.0185984 -0.000112451 -0.0140983 9.66036e-06 0.0138818 0.0202507 0.0138133 0.00163624 0.0089328 internal_weight=2191.78 55.0941 2136.69 14.7843 2121.9 12.8048 2109.1 17.619 2091.48 47.328 30.4363 24.1987 16.8918 11.4505 internal_count=30437 1187 29250 317 28933 236 28697 331 28366 823 382 343 441 216 is_linear=0 shrinkage=0.05 Tree=191 num_leaves=20 num_cat=0 split_feature=7 3 10 3 4 7 5 1 7 4 7 2 3 10 7 10 5 10 3 split_gain=1.79845 3.49469 3.667 3.57099 3.21334 6.75027 5.99948 2.94611 3.15056 2.53169 5.08645 2.61624 1.7578 3.92402 2.61365 1.43285 2.24053 1.00532 2.08349 threshold=0.7722500000000001 318.5800000000001 475.64000000000004 416.49500000000006 1.0000000180025095e-35 0.63345000000000007 3.3350000000000004 12.500000000000002 0.7824000000000001 8.5000000000000018 0.36185000000000006 1.0000000180025095e-35 19.500000000000004 64.495000000000019 0.91505000000000014 89.105000000000004 64.665000000000006 76.745000000000019 60.920000000000009 decision_type=10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 8 10 8 8 left_child=1 2 4 15 6 -6 -1 8 17 11 -11 -5 13 -10 -14 16 -3 -2 -19 right_child=7 3 -4 9 5 -7 -8 -9 12 10 -12 -13 14 -15 -16 -17 -18 18 -20 leaf_value=0.0018759264985087844 -0.039489069252435567 0.0019272709469407116 -0.032445851161143804 0.00077863567686812607 -0.0038362670369789828 0.016668725955158142 0.014580172910676563 0.020117602812568667 0.024295570054066157 -0.008593551684285522 0.029778834060738942 -0.0050862752914849953 -0.012386558454342151 -0.0015878228529489079 0.0037040203842378522 0.0014197938674812719 -0.034486255579590494 -0.029812188656277445 0.0099243671439584007 leaf_weight=229.23892688006163 5.8062770403921604 5.2863773461431292 5.8919197442010036 661.33016999927349 217.28019859478809 48.17776549141854 156.93425070494413 13.220793889835475 14.194054861553012 14.575059480965136 18.510523708537221 265.25532348453999 82.457587576471269 396.1380586065352 35.030384119600058 6.1807252159342196 14.759772446472196 6.278555872850121 5.0836936552077541 leaf_count=2505 77 146 88 8548 3446 627 1212 67 123 521 290 7132 1174 3710 399 107 279 63 70 internal_value=0.000129283 0.000964347 0.00378628 -0.000914546 0.00417076 -4.74763e-05 0.00707596 -0.00231761 -0.00290687 -0.000402196 0.0129719 -0.000898606 -0.00218738 -0.00062343 -0.007556 -0.018775 -0.0250107 -0.0234134 -0.0122642 internal_weight=2201.63 1643.42 657.523 985.898 651.631 265.458 386.173 558.209 544.989 959.671 33.0856 926.585 527.82 410.332 117.488 26.2269 20.0461 17.1685 11.3622 internal_count=30584 24901 7878 17023 7790 4073 3717 5683 5616 16491 811 15680 5406 3833 1573 532 425 210 133 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=20 num_cat=0 split_feature=11 7 10 10 7 3 10 4 3 7 5 5 11 10 5 11 5 10 10 split_gain=1.82724 2.09221 2.63552 1.54887 1.33426 3.23362 3.43269 4.99161 4.7713 3.1316 3.10166 5.78415 5.94241 4.05839 3.18783 3.16451 2.91537 2.16111 2.04947 threshold=40033.145000000011 1.4234500000000001 105.77500000000002 356.14500000000004 0.49635000000000007 5555.8300000000008 86.335000000000022 1.0000000180025095e-35 1125.3300000000002 0.60905000000000009 55.655000000000008 120.78500000000001 4292.0750000000016 42.530000000000008 49.585000000000008 8541.9450000000015 47.505000000000003 75.295000000000016 71.765000000000015 decision_type=8 8 8 8 10 10 8 10 10 10 10 10 10 10 8 10 10 8 10 left_child=4 2 -2 -3 10 6 7 -6 -8 18 14 13 -13 -12 16 -16 -1 -11 -7 right_child=1 3 -4 -5 5 9 8 -9 -10 17 11 12 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.00080088859798721078 -0.018838170145824933 -0.044374368121470928 0.019797579913695008 -0.007199281035796032 -0.01168579022086305 0.0095515498730745444 -0.0018611326189394884 -3.1462830174361205e-05 0.014266154416021751 0.034535703441826167 -0.01204373543535326 -0.0025167075694500288 -0.047563009189860395 0.0099751183490533434 -0.012829629430717845 0.012949788029971994 0.014835349292511358 0.0023001815824376048 -0.014019301323561707 leaf_weight=654.15190119226463 8.6387378349900263 6.1519794538617116 7.1213355101644984 5.9808524660766125 211.89042602479458 21.304711984470487 608.198820062913 163.16010625939816 48.568772966042161 14.214456176385282 22.074694883543998 41.854097651317716 7.9838706329464904 219.9361833143048 89.94323956174776 12.687278805300592 30.227784979622811 8.656624788418414 14.716402536723761 leaf_count=11600 58 48 45 57 2254 220 6234 2635 619 138 450 493 73 3345 1426 133 432 81 143 internal_value=-0.00111114 -0.0136163 -0.000942323 -0.0283733 -0.000941862 -0.00217479 -0.00283167 -0.00664261 -0.000641023 0.00910579 0.000300834 0.00469801 -0.010625 0.00790483 -0.00132733 -0.0095003 -8.23319e-05 0.0231516 -6.18138e-05 internal_weight=2197.46 27.8929 15.7601 12.1328 2169.57 1090.71 1031.82 375.051 656.768 58.8922 1078.86 291.849 49.838 242.011 787.01 102.631 684.38 22.8711 36.0211 internal_count=30484 208 103 105 30276 12324 11742 4889 6853 582 17952 4361 566 3795 13591 1559 12032 219 363 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=16 num_cat=0 split_feature=1 1 7 7 0 2 8 4 4 3 3 5 7 1 2 split_gain=2.0044 1.67703 3.8117 2.36561 3.12886 1.98462 4.0301 3.63807 2.19646 1.85237 6.6031 3.14285 1.84355 1.81739 0.761491 threshold=25.500000000000004 7.5000000000000009 0.19895000000000004 0.35235000000000005 2.5000000000000004 1.5000000000000002 790.79000000000008 2.5000000000000004 7.5000000000000009 2855.5500000000006 2086.1300000000006 57.755000000000003 0.091950000000000018 9.5000000000000018 7.5000000000000009 decision_type=8 10 10 10 8 10 8 10 10 10 10 10 10 10 10 left_child=1 5 12 4 -4 9 8 -8 -7 10 -1 -11 -3 -5 -14 right_child=-2 2 3 13 -6 6 7 -9 -10 11 -12 -13 14 -15 -16 leaf_value=0.00058368204959247756 -0.026741394037364974 0.0045636282739406429 -0.035588574476517525 0.017153215812944777 0.010249065595118283 -0.0011989212512273405 -0.04050640699465094 -0.0020499993519052162 -0.024777223353226692 -0.0049979592124187698 0.015180596366656189 0.0039530883786160747 0.019893859162820632 0.00032456532905250792 0.051084315985143451 leaf_weight=1228.211921251379 5.9111545011401168 7.8814487252384451 7.8939072713255856 21.387716948986053 5.5562976389192054 283.06017447868362 12.6079418361187 11.952103637042454 9.2804229669272882 311.95350058143958 81.780174667248502 141.36477500014007 7.1363383643329126 59.010480146855116 5.3811842789873481 leaf_count=14343 43 117 70 186 69 5374 649 663 216 5606 1157 1538 65 410 58 internal_value=0.000137396 0.000224223 0.00609599 0.00167818 -0.0169081 -9.86318e-05 -0.00373716 -0.0227997 -0.00204638 0.000554196 0.00150964 -0.00219306 0.0251588 0.00501852 0.0364595 internal_weight=2200.37 2194.46 114.247 93.8484 13.4502 2080.21 316.901 24.56 292.341 1763.31 1309.99 453.318 20.399 80.3982 12.5175 internal_count=30564 30521 975 735 139 29546 6902 1312 5590 22644 15500 7144 240 596 123 is_linear=0 shrinkage=0.05 Tree=194 num_leaves=16 num_cat=0 split_feature=7 11 10 0 10 10 7 7 11 11 5 10 11 11 11 split_gain=2.07499 3.08233 2.10867 1.93721 2.42693 6.67049 2.82581 1.85397 3.8675 1.82148 1.43674 2.84646 1.22779 0.712631 0.303849 threshold=2.5274500000000004 16045.760000000002 475.64000000000004 1.5000000000000002 106.65500000000002 114.575 1.0183500000000001 1.7184000000000001 50723.840000000004 5958.5400000000009 336.77500000000003 475.64000000000004 2501.5450000000005 786.81000000000006 10000.210000000001 decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=2 9 3 7 6 -6 -5 8 -1 13 -3 -12 -9 -2 -11 right_child=1 10 -4 4 5 -7 -8 12 -10 14 11 -13 -14 -15 -16 leaf_value=0.00085279248874863271 0 0.042930815348220207 -0.02223953072989953 -0.0048633268374548228 0.037243986225584197 -0.0020473500481904545 -0.031684175205504587 0.0095906398657262023 0.033899982410902092 -0.0025836159792811059 -0.010229499306894575 0.030649793866238995 -0.01392974448291651 0.023012207322847113 -0.016311248559611396 leaf_weight=1773.9125078038778 5.9282427392900008 6.3726013973355293 9.5607282379642111 220.39970929524861 11.670447347685693 71.556278900243342 9.4258076902478916 5.6810191180557004 7.9079880937933913 9.1110296249389666 6.489402154460552 9.0185176543891412 31.736003059893847 7.1703126430511475 9.1515254713594896 leaf_count=22243 56 55 123 6098 172 949 115 53 46 93 64 73 282 80 99 internal_value=0.000291326 0.00994962 4.43782e-05 0.000157016 -0.00346669 0.00377968 -0.00611749 0.000784889 0.0010212 -7.0478e-05 0.0239052 0.0136572 -0.0100718 0.0134359 -0.0102119 internal_weight=2195.09 53.2416 2141.85 2132.29 313.052 83.2267 229.826 1819.24 1781.82 31.3611 21.8805 15.5079 37.417 13.0986 18.2626 internal_count=30601 520 30081 29958 7334 1121 6213 22624 22289 328 192 137 335 136 192 is_linear=0 shrinkage=0.05 Tree=195 num_leaves=21 num_cat=0 split_feature=5 3 3 3 3 11 7 10 1 7 0 5 10 5 7 5 3 5 11 5 split_gain=2.40115 4.49848 6.47861 5.96456 6.71836 5.25532 6.90409 4.51485 3.73604 3.38679 2.58582 2.48042 2.44741 4.80151 3.24891 4.24237 3.69439 1.74468 0.882948 0.306918 threshold=49.585000000000008 3501.1600000000003 3271.5050000000006 4812.1850000000004 5863.6950000000006 1256.9100000000001 0.60655000000000014 52.165000000000006 7.5000000000000009 0.35985000000000006 15.500000000000002 45.375000000000007 175.29000000000002 161.71500000000003 0.63345000000000007 126.59000000000002 11387.740000000002 461.35500000000008 814.3850000000001 142.69500000000002 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 left_child=1 2 5 9 7 6 -1 -5 -6 18 12 -7 14 19 16 -16 -2 -15 -3 -14 right_child=10 3 -4 4 8 11 -8 -9 -10 -11 -12 -13 13 17 15 -17 -18 -19 -20 -21 leaf_value=0.0023318674427760563 -0.0042815146130777988 -0.011758255907982438 0.049448929491319529 0.010468813428361545 -0.0039549898222026609 0.010263829999054794 -0.035196220472731847 0.059139952073398075 0.035444818569886398 0.012101575163685797 0.024453037829417712 0.034717683578019652 -0.016444324950670049 -0.0078190335660197653 -0.0005646194097834674 0.0087933414725459985 0.011530633183963889 0.0060867660540979097 -0.033283713067980766 -0.039157859613047068 leaf_weight=313.98853523377329 602.19563896022737 8.9731999146752077 7.1523760717827818 18.308179121697325 207.26336643961258 130.53513060789555 11.745630759745834 5.9430395751260212 5.1819597524590781 5.6061422163620582 8.6928696632385236 10.802512779831885 5.4180777920410028 85.607315196655691 502.38824810925871 158.20525837410241 38.249605274759233 29.269280113279819 22.004313230048865 10.26706545986235 leaf_count=5025 8705 300 143 423 4701 1228 150 88 62 81 53 135 73 857 5993 1262 386 300 351 96 internal_value=-6.52921e-05 0.00222984 0.00517408 -0.00286134 5.54644e-05 0.00438122 0.000859762 0.024464 -0.00280897 -0.0213654 -0.00126064 0.0123988 -0.00143723 -0.0079406 -0.000775165 0.00167886 -0.00331286 -0.00421089 -0.0277675 -0.0330674 internal_weight=2187.8 747.504 474.224 273.28 236.697 467.072 325.734 24.2512 212.445 36.5837 1440.29 141.338 1431.6 130.562 1301.04 660.594 640.445 114.877 30.9775 15.6851 internal_count=30412 12687 6681 6006 5274 6538 5175 511 4763 732 17725 1363 17672 1326 16346 7255 9091 1157 651 169 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=25 num_cat=0 split_feature=11 11 11 10 3 3 2 11 4 4 3 10 10 2 5 10 10 4 10 10 10 10 10 11 split_gain=1.938 4.19473 4.16466 4.26654 3.60285 5.59285 3.22367 2.94064 3.18717 4.71697 2.64414 5.17859 2.91938 2.49054 1.98309 3.30256 2.41939 4.35483 3.88876 2.28246 2.24895 0.650748 0.571006 0.597381 threshold=1740.7250000000001 1877.0450000000003 1580.7600000000002 95.655000000000015 1334.3150000000003 2807.7300000000005 1.0000000180025095e-35 1558.0700000000002 23.500000000000004 6.5000000000000009 1265.5150000000001 91.735000000000014 71.765000000000015 1.0000000180025095e-35 231.98000000000005 279.59500000000008 82.685000000000016 1.0000000180025095e-35 80.965000000000018 151.29000000000005 356.14500000000004 107.69500000000001 61.785000000000004 1807.2250000000001 decision_type=8 10 10 10 10 10 10 10 10 10 8 8 10 8 8 8 10 10 10 10 8 10 8 10 left_child=2 10 7 4 6 -6 -4 8 9 -1 11 12 -2 -5 16 19 18 -18 -3 -16 -17 -13 23 -12 right_child=1 14 3 13 5 -7 -8 -9 -10 -11 22 21 -14 -15 15 20 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.0021583886943670554 -0.0091209410066947477 0.00054512334928755613 -0.019556503173547957 0.053249790750185169 0.05346911728199473 0 0.02234915122998413 -0.027386014288140321 0.036474436325468013 -0.014156170256874538 -0.003785606177033371 -0.039800818381131253 0.030975568200806776 0.0077892842025089884 -0.0020062652515296423 -0.015928901532553285 -0.00088057771071075187 -0.012430711000611641 0.022300442617679647 0.028790221501495079 0.0065289044874839025 -0.014917764499754571 -0.041956499794535966 -0.029261058392320818 leaf_weight=909.66397443646565 7.3994703707285252 545.4081267719157 15.043195066973569 8.8669274449348414 7.2014540643431273 11.852331479545681 5.4080701260827473 7.8122654096223405 5.5219729656819245 45.521760909818113 5.0422869026660901 5.5177909974008825 8.988415349274872 5.306972462683917 7.705145530402663 15.190594545565544 367.96899335086346 104.36049325973727 20.378832291346043 21.001248234882951 34.706115715205669 9.7612317223101837 7.1600614013150361 5.1530359615571797 leaf_count=15101 82 7128 156 79 92 211 91 101 133 1004 87 74 101 81 50 159 3335 1353 232 181 346 99 100 89 internal_value=0.000514848 -0.000875311 0.00210441 0.0155395 0.006546 0.0217256 -0.00771674 0.00133937 0.00160639 0.00136166 -0.0150422 -0.00588244 0.0131003 0.0381931 -0.00023603 0.00736378 -0.000822809 -0.003464 0.0013755 0.0205665 -0.000388563 -0.026104 -0.0302519 -0.0185719 internal_weight=2187.94 1165.74 1022.2 53.679 39.5051 19.0538 20.4513 968.52 960.708 955.186 49.0223 31.6669 16.3879 14.1739 1116.72 78.6031 1038.12 472.329 565.787 28.7064 49.8967 15.279 17.3554 10.1953 internal_count=30465 13416 17049 710 550 303 247 16339 16238 16105 632 356 183 160 12784 736 12048 4688 7360 231 505 173 276 176 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=24 num_cat=0 split_feature=5 10 10 1 7 7 7 5 11 5 5 11 11 5 7 7 7 0 10 4 11 0 10 split_gain=1.62804 2.50077 3.67259 3.19525 3.33476 1.72089 5.61729 8.89493 7.49066 4.24523 3.98873 3.8538 1.7308 5.04906 5.75634 4.98691 3.49345 3.62361 2.26128 1.46458 1.07797 1.01021 1.31741 threshold=231.98000000000005 136.88500000000002 238.46000000000001 1.5000000000000002 1.6060500000000004 0.13935000000000003 0.098550000000000013 13.915000000000001 827.59500000000014 92.715000000000018 77.115000000000023 526.87500000000011 5287.2100000000009 30.845000000000002 0.27295000000000008 0.53305000000000013 1.2747000000000002 2.5000000000000004 122.09500000000001 2.5000000000000004 950.2700000000001 1.5000000000000002 562.66500000000008 decision_type=8 8 8 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 8 8 10 10 left_child=5 20 3 4 -3 6 9 11 -9 10 -1 -8 16 15 -15 -14 17 -7 -18 -11 -2 22 -4 right_child=1 2 21 -5 -6 12 7 8 -10 19 -12 -13 13 14 -16 -17 18 -19 -20 -21 -22 -23 -24 leaf_value=-0.001505384707688994 -0.025907293011905572 0.033989543569753665 0.0088861934961172642 0.05448641418453725 -0.0039566818959618595 -0.00061908900099776239 -0.029560355528922701 0.049756474474173078 0.0098138787421806154 0.0093684285010234136 -0.039232210259839431 0.0072362064485390204 0.026050066253193629 -0.029687987630893576 0.00088185986042611146 -0.0060723597205820882 0.00042926723729829077 -0.0095972801866719519 -0.029603677968078362 0.039820975537692177 0 -0.01474959292884156 -0.0073305431145480812 leaf_weight=205.53833334217779 6.572532658465204 9.6210722886025994 46.309610234573483 5.8321522288024417 11.880852731876073 1119.9730699919164 10.845128946937622 20.570738862035796 28.005270456895232 11.818574926815929 6.2791396006941786 16.735689485212788 36.739738828036934 14.970060419756917 428.12780898390338 16.96453945338726 8.9562960751354712 124.17544298851863 17.458258349448442 6.3092012517154208 9.3665072023868561 6.4711490068584672 15.858307544142006 leaf_count=5531 58 91 462 55 103 14278 141 405 448 180 142 211 424 196 4183 128 77 2638 175 118 58 107 151 internal_value=-1.85408e-05 0.00582591 0.00890891 0.0240805 0.0135562 -0.000339052 0.00311227 0.0147898 0.0274919 -0.000780908 -0.00282635 -0.00758576 -0.00094106 0.00155352 -0.000204208 0.0158861 -0.00192085 -0.00152618 -0.0195939 0.0217563 -0.0118725 0.0025363 0.00461978 internal_weight=2185.38 111.912 95.9731 27.3341 21.5019 2073.47 306.102 76.1568 48.576 229.945 211.817 27.5808 1767.37 496.802 443.098 53.7043 1270.56 1244.15 26.4146 18.1278 15.939 68.6391 62.1679 internal_count=30360 1085 969 249 194 29275 7176 1205 853 5971 5673 352 22099 4931 4379 552 17168 16916 252 298 116 720 613 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=15 num_cat=0 split_feature=11 11 1 4 5 3 9 9 9 3 11 2 11 7 split_gain=2.40723 3.10191 3.98655 3.89138 2.44082 2.3188 1.78995 5.32695 2.85504 4.13563 1.81248 4.10049 1.97311 1.5641 threshold=18758.400000000005 19812.790000000005 1.0000000180025095e-35 1.5000000000000002 200.70500000000001 12763.340000000002 17501.500000000004 34100.000000000007 10005.500000000002 30.335000000000004 16045.760000000002 1.5000000000000002 13718.975000000002 0.85475000000000012 decision_type=10 10 10 10 8 10 10 8 8 10 10 8 8 10 left_child=6 -2 3 4 -3 13 8 -8 10 -10 12 -12 -1 -4 right_child=1 2 5 -5 -6 -7 7 -9 9 -11 11 -13 -14 -15 leaf_value=-3.3315632723199194e-05 -0.031011138646541703 0.011492449249404384 0.0064580129366429697 -0.02395284613265683 -0.00797830390681507 -0.042945384805147278 -0.039029773503922657 0.017383410026910615 0.04002586456801948 -0.012051597134989187 0.002622336969955159 0.046451572248436823 -0.011148800021492553 -0.019800969853358167 leaf_weight=1964.5792929294985 11.356408964842556 51.234565205872059 7.7939979117363754 12.165961109101771 22.12851520627737 7.2656817305833092 9.247249435866248 6.1625435347668835 9.3498039967380446 5.2487924718298009 28.446373574435711 5.6969439089298239 39.774276337586343 15.043331464752553 leaf_count=28144 99 307 81 100 166 97 246 123 155 203 226 72 377 155 internal_value=-0.000444745 -0.00709928 -0.00446224 0.0010449 0.00552393 -0.0198005 -3.05645e-05 -0.0164803 9.84302e-05 0.0214091 -6.2156e-05 0.0111914 -0.000261834 -0.0107345 internal_weight=2195.49 126.988 115.632 85.529 73.3631 30.103 2068.51 15.4098 2053.1 14.5986 2038.5 34.1433 2004.35 22.8373 internal_count=30551 1005 906 573 473 333 29546 369 29177 358 28819 298 28521 236 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=23 num_cat=0 split_feature=5 7 5 1 5 5 4 11 1 1 7 7 7 7 7 11 11 3 11 11 7 11 split_gain=3.05863 3.1074 2.80155 2.18405 1.99319 4.96451 2.3657 1.90617 1.87115 3.78489 3.03977 3.72094 2.74429 2.68604 1.75867 1.4876 3.67523 3.05903 1.44858 1.32932 1.13876 0.480846 threshold=2.6050000000000004 0.094050000000000009 8.3350000000000026 14.500000000000002 13.915000000000001 15.320000000000002 1.5000000000000002 827.59500000000014 1.5000000000000002 2.5000000000000004 0.15715000000000004 0.22385000000000002 0.35785000000000006 0.13275000000000003 0.46715000000000007 417.40000000000003 143.34 47011.205000000009 63.250000000000007 2297.2050000000004 0.057350000000000005 950.2700000000001 decision_type=8 10 8 10 8 8 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 left_child=1 7 15 4 6 -6 -4 18 10 12 13 -12 -10 -3 -11 16 -2 21 -1 -5 -20 -17 right_child=2 8 3 19 5 -7 -8 -9 9 14 11 -13 -14 -15 -16 17 -18 -19 20 -21 -22 -23 leaf_value=-0.027858566278594583 0.003732269679021967 -0.0035481461400384052 -0.017104764617372991 -0.029230954100728887 0.034370911421958576 0.00095686434304392213 0.014520367873328513 -0.040870833277232746 0.00096579844795263248 -0.0074944172825246215 -0.027400269873335603 -0.0046372454543776483 0.043164206109471151 0.03273687280620876 0.0074259832507093662 0 0.056279769457661638 0.031309383360120673 0.0050366455569627981 -0.0025958383458807351 -0.014414234997182321 -0.020043594507027866 leaf_weight=9.2738243471831066 7.7606101200217399 11.161718286573889 27.971757297636941 8.5423354059457797 10.196934356587006 1803.8067472386174 6.4420458254171526 6.2310928814113131 7.1541787646710864 47.100775310769677 21.427891906350851 97.77696131914854 8.1700223013758642 7.8348417021334162 32.355947883799672 5.6216040363069641 5.368003670591861 5.9882652917876831 13.076331635471435 10.52925258874893 14.866266328841446 5.1513277338817716 leaf_count=395 367 107 629 57 218 24757 359 89 109 553 231 971 109 74 311 141 126 135 255 50 186 130 internal_value=0.000286433 -0.00461436 0.00100512 0.000754862 0.000935057 0.00116628 -0.0108007 -0.0167514 -0.00226771 0.0030894 -0.00597343 -0.00896456 0.025036 0.0120558 -0.00133968 0.0159486 0.0280344 0.00515518 -0.0116185 -0.015637 -0.00527951 -0.0103828 internal_weight=2173.81 276.43 1897.38 1867.49 1848.42 1814 34.4138 43.4475 232.982 94.7809 138.201 119.205 15.3242 18.9966 79.4567 29.8898 13.1286 16.7612 37.2164 19.0716 27.9426 10.7729 internal_count=30359 3390 26969 26070 25963 24975 988 925 2465 1082 1383 1202 218 181 864 899 493 406 836 107 441 271 is_linear=0 shrinkage=0.05 Tree=200 num_leaves=25 num_cat=0 split_feature=11 11 11 8 7 3 5 3 7 5 6 9 8 3 4 7 7 7 3 7 4 11 4 3 split_gain=1.88136 3.36501 7.2958 5.20558 4.89928 4.6637 3.43957 5.39708 3.12296 2.16832 2.82984 3.38872 4.66826 3.02557 2.82548 2.35654 12.1535 5.93271 5.83769 4.73984 3.69323 1.80135 0.765342 0.14584 threshold=3051.0050000000006 3558.8500000000008 3664.0050000000006 2606.1650000000004 0.86295000000000011 1941.3550000000002 39.975000000000001 12763.340000000002 0.44715000000000005 76.075000000000003 2.5000000000000004 4507.5000000000009 2696.8900000000003 19.500000000000004 6.5000000000000009 0.43605000000000005 0.37695000000000006 0.5192500000000001 0.67500000000000016 0.53305000000000013 1.5000000000000002 3333.2150000000006 3.5000000000000004 789.47500000000014 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 8 left_child=9 3 23 4 5 -2 7 -4 -8 10 11 12 -1 -13 -12 16 18 22 -11 -19 -18 -6 -17 -3 right_child=1 2 6 -5 21 -7 8 -9 -10 15 14 13 -14 -15 -16 17 20 19 -20 -21 -22 -23 -24 -25 leaf_value=-0.0030877396633194822 0.027345688439810098 -0.039408393768758036 0.020309824559432747 0.055319104265175251 -0.02718193652781057 0.00074999410684042402 -0.00807739622416161 -0.0011250724536775538 0.0017488575859238636 -0.0064466189247659915 0.045562800549764582 -0.0029495380293318735 0.015216911095334323 -0.042375191375385604 -0.00053894712242478007 -0.031278954495513149 0.080385693193743696 0.040850745293252999 0.028265251915213493 0.00079677818443750308 0.019438108198697235 0.0037718619937772086 -0.0060436468871819422 -0.020231124967822853 leaf_weight=789.86141102737747 32.237496947869658 7.6781440158374581 57.726876874221489 5.2976630912162355 10.539702448993923 33.606752156279981 94.013342018937692 57.707851791987196 540.53695005504414 53.842758603859693 5.0846066917292747 10.232959468383344 35.378737157327123 9.1414182812441123 6.8121852369513372 14.900312304962428 5.8673434387892458 6.5430914890021077 14.531243457458912 382.10884602973238 5.6284643658436844 7.1335349790751925 5.0458996705710879 7.9023806955665359 leaf_count=12825 356 79 511 114 100 519 1172 897 5358 735 313 193 921 465 388 190 59 76 265 4636 83 70 68 130 internal_value=0.000250876 0.00208614 0.00100343 0.011248 0.00777193 0.0140604 0.00173278 0.00963357 0.000274739 -0.000911918 -0.00242942 -0.00278647 -0.00227949 -0.022964 0.020782 0.00173828 0.00953786 0.000181908 0.00115957 0.00158704 0.0548889 -0.0148872 -0.0257271 -0.0317901 internal_weight=2199.36 854.381 765.566 88.8151 83.5175 65.8442 749.985 115.435 634.55 1344.98 856.511 844.615 825.24 19.3744 11.8968 488.468 79.8698 408.598 68.374 388.652 11.4958 17.6732 19.9462 15.5805 internal_count=30523 9306 8147 1159 1045 875 7938 1408 6530 21217 15105 14404 13746 658 701 6112 1142 4970 1000 4712 142 170 258 209 is_linear=0 shrinkage=0.05 Tree=201 num_leaves=23 num_cat=0 split_feature=3 11 11 4 3 3 7 10 10 11 7 7 10 7 11 3 10 3 7 10 3 2 split_gain=1.66382 4.8501 5.59249 5.95907 4.12739 3.51568 3.23917 3.26143 2.57524 4.87947 3.30052 2.11912 2.01126 1.68274 1.74479 1.41738 2.71104 2.01965 1.3326 2.6843 1.3256 1.23401 threshold=7270.3300000000008 3427.1050000000005 5000.1550000000016 1.0000000180025095e-35 6685.2850000000008 5863.6950000000006 0.074450000000000002 27.865000000000006 25.035000000000004 7203.1800000000012 0.44715000000000005 0.30515000000000009 48.845000000000006 0.45865000000000006 3220.0800000000004 4653.6950000000006 70.435000000000016 4437.8100000000013 0.28325000000000006 67.225000000000009 10467.485000000002 1.0000000180025095e-35 decision_type=10 10 10 10 8 10 10 8 10 8 10 10 10 10 10 10 10 10 8 8 10 10 left_child=4 6 3 11 5 15 7 21 9 -4 -10 -3 20 14 -7 17 -17 -1 -6 -20 -8 -2 right_child=1 2 8 -5 18 13 12 -9 10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 leaf_value=0.00068151194497253988 0.0095552723154026832 -0.0076097104433774671 0.046704976406173659 0.050622827006938036 0.038752520569427247 -0.011040649064157594 -0.035691431771290159 -0.036387915349787074 -0.011535249391997651 -0.0084343776072352411 0.0037731400480505552 0.026911810497657885 0.0027108190703691039 0.001973062007287911 -0.042334892400238161 0.0014164214277382901 0.024308576545818791 -0.018443751285592051 -0.011907734487540169 0.031565412815906795 -0.015965768055849826 -0.0088311689857252552 leaf_weight=1788.312272967305 24.219608461717144 12.756135008297866 6.3141827811486992 9.9329713215120119 7.4798344299197224 13.154758093645802 18.613487294409424 5.1119109464343628 76.540821830043569 8.0644419495947659 63.141370723024011 5.5265842173248521 6.8157957619987419 8.1735790735110623 7.3318093605339518 45.556902104988694 17.439936242997646 12.897191045572979 5.9443451878614706 6.2788032684475183 23.005544438492507 13.150403044652192 leaf_count=23158 759 195 118 235 170 336 415 184 1026 126 561 62 124 96 116 833 216 234 84 70 581 717 internal_value=0.000242702 -0.00339673 0.00129388 0.0213728 0.000766678 0.000520845 -0.012767 -0.00244663 -0.00246537 0.0169167 -0.00460213 0.00342078 -0.0214851 -0.016551 -0.0239221 0.000794719 0.00811279 0.000531637 0.0229765 0.0107438 -0.0255355 0.00289329 internal_weight=2185.76 273.193 182.277 28.2157 1912.57 1892.87 90.9167 42.4819 154.061 14.3786 139.682 18.2827 48.4348 28.6601 20.4866 1864.21 62.9968 1801.21 19.703 12.2231 41.619 37.37 internal_count=30416 5103 2323 492 25313 24989 2780 1660 1831 244 1587 257 1120 548 452 24441 1049 23392 324 154 996 1476 is_linear=0 shrinkage=0.05 Tree=202 num_leaves=13 num_cat=0 split_feature=0 5 10 11 2 3 3 4 3 10 10 5 split_gain=1.66835 1.57781 1.4883 1.76518 1.81641 1.48924 5.22516 3.31362 2.65179 3.97319 3.05842 0.530062 threshold=17.500000000000004 52.755000000000003 562.66500000000008 21975.970000000005 1.0000000180025095e-35 2756.8050000000007 2663.4950000000003 2.5000000000000004 3320.2250000000004 53.115000000000002 36.07500000000001 54.32500000000001 decision_type=8 10 8 10 10 10 10 10 8 10 10 10 left_child=2 -2 5 4 -4 6 7 -1 10 -10 -7 -8 right_child=1 -3 3 -5 -6 8 11 -9 9 -11 -12 -13 leaf_value=0.001610366899628758 0 0.032134574580010102 -0.031135811962616597 0.010460149763891403 0.0019551214129287105 0.018781853501934512 0.015663333564147505 -0.004840786593389209 -0.005052849816038694 0.0041449533889696679 -0.016680673558408236 0.044246997522153733 leaf_weight=1372.6244341242127 7.4780444018542749 6.9041260778903961 11.267205988056963 5.3734051063656798 5.682495340704917 5.9572939900681368 5.2409643721766752 231.57861627894454 259.56683587888256 212.38669660780579 48.735965137602761 5.9006515676155686 leaf_count=16415 67 38 131 39 71 184 83 4004 5959 2561 735 77 internal_value=0.000149408 0.0165585 3.04621e-05 -0.0125291 -0.0202724 0.000169472 0.000924471 0.000673545 -0.00213417 -0.000903106 -0.0124604 0.0336106 internal_weight=2178.7 14.3822 2164.31 22.3231 16.9497 2141.99 1615.34 1604.2 526.647 471.954 54.6933 11.1416 internal_count=30364 105 30259 241 202 30018 20579 20419 9439 8520 919 160 is_linear=0 shrinkage=0.05 Tree=203 num_leaves=20 num_cat=0 split_feature=6 11 10 5 10 11 11 2 11 11 5 3 5 3 10 5 5 3 5 split_gain=2.06177 2.26412 3.18281 1.63792 3.93456 3.75366 5.05401 3.58497 5.71428 3.38727 2.76974 4.93088 8.72092 3.46164 2.30375 2.29796 2.7238 0.688944 0.43645 threshold=2.5000000000000004 1000.0550000000002 63.375000000000007 -1.0000000180025095e-35 131.34500000000006 281.60000000000008 240.34000000000003 7.5000000000000009 2029.8550000000002 1877.0450000000003 17.245000000000001 6189.7150000000011 13.915000000000001 8884.6900000000005 103.21500000000002 19.295000000000005 21.070000000000004 0.67500000000000016 18.735000000000003 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 left_child=3 17 -3 4 5 6 -1 8 -6 -9 11 12 -5 -13 -7 18 -17 -2 -12 right_child=1 2 -4 10 7 14 -8 9 -10 -11 15 13 -14 -15 -16 16 -18 -19 -20 leaf_value=-0.0037277863670478828 -0.013638346396889225 0.020368841377427921 -0.020948152602014315 0.0061079985782516574 -0.0080837882418526574 -0.010521661331071836 0.044960595806693766 0.035531695463329294 0.015110410001887918 -0.0054432870675673161 -0.0098900108645041257 -0.028549881514918281 0.060640630466786888 0.0054581265979811999 -0.031804992145215955 0.022645486040380056 0.00056104237250345905 -0.041875901965912468 -0.028548830129334027 leaf_weight=29.070341751910746 6.7794066253118235 8.2012571243103611 8.4367834248114359 22.416707548545673 81.697500860318542 86.757484577596188 5.4626873042434445 13.413580968976023 38.09133923612535 7.0965043976902953 13.774123207433151 7.6157804594840846 10.275672451360149 55.481549819465727 14.878420539200304 13.089554267236961 1765.1373153014574 5.1559232395375147 5.0842238743789485 leaf_count=392 199 349 247 581 923 939 77 131 332 55 298 256 219 1620 155 290 22823 473 107 internal_value=0.000286699 -0.0128206 -0.000298459 0.000467471 -0.00311623 -0.00914855 0.00488195 0.00272645 -0.000602894 0.0215279 0.000994905 0.00923752 0.0246879 0.000894014 -0.0139656 0.000547877 0.000739053 -0.0285175 -0.0163565 internal_weight=2197.92 28.5734 16.638 2169.34 276.468 136.169 34.533 140.299 119.789 20.5101 1892.87 95.7897 32.6924 63.0973 101.636 1797.09 1778.23 11.9353 18.8583 internal_count=30466 1268 596 29198 3004 1563 469 1441 1255 186 26194 2676 800 1876 1094 23518 23113 672 405 is_linear=0 shrinkage=0.05 Tree=204 num_leaves=19 num_cat=0 split_feature=7 7 7 3 7 5 8 7 8 5 3 7 7 11 3 11 8 3 split_gain=3.27968 7.32837 4.2861 5.69557 3.70028 3.50841 6.46066 6.46341 3.58505 3.42707 2.80905 2.28618 4.33437 2.54657 1.78082 2.60563 1.73399 0.193103 threshold=0.19895000000000004 0.19445000000000004 0.22385000000000002 11725.170000000002 0.23050000000000001 93.225000000000009 2164.5250000000001 0.049300000000000004 26664.710000000003 75.105000000000004 2622.7950000000005 0.27925000000000005 0.33045000000000008 5564.5150000000012 789.47500000000014 772.09000000000003 9634.3000000000011 5063.4050000000016 decision_type=8 10 8 10 8 10 10 8 10 8 8 8 8 10 10 10 10 8 left_child=1 5 3 14 10 8 7 -7 9 -1 -4 13 -13 -6 15 -2 -8 -16 right_child=2 -3 4 -5 11 6 16 -9 -10 -11 -12 12 -14 -15 17 -17 -18 -19 leaf_value=0.0018671983381471401 0.0054200736995214729 0.050439497560358863 0.039031764119230122 0.022537990047783677 -0.011290817477240849 0.078856416762853515 -0.022413623969483747 0.010970191475446339 0.028623606887359838 -0.02521262519518036 -0.0047406987404294779 0.0098390030586075553 -0.00077505523621459798 0.01038649829863412 -0.044076565063873037 -0.031188414373491919 0.0088787698574004023 -0.020402699138081661 leaf_weight=377.48021333001088 8.8923555193468946 7.3940380844287565 9.3728378601372206 6.6400286038406184 84.149859272642061 5.9083980275318 5.5062676575034883 8.3146417159587145 11.161575287580488 11.042219868395476 5.0710555149707952 101.77822110219859 1496.1777594585437 15.061363607645033 9.7921644113957846 8.6631208593025786 12.757416608277707 5.1623411355540165 leaf_count=8362 129 109 128 121 1323 74 105 84 139 211 91 1307 17471 193 191 93 214 119 internal_value=0.00025702 0.00411484 -0.000710508 -0.0168612 -0.00032854 0.00319612 0.0187619 0.0428269 0.00187477 0.00102197 0.0240282 -0.000552802 -9.0159e-05 -0.00787926 -0.02549 -0.0130829 -0.000969706 -0.0380087 internal_weight=2190.33 439.565 1750.76 39.15 1711.61 432.171 32.4867 14.223 399.684 388.522 14.4439 1697.17 1597.96 99.2112 32.51 17.5555 18.2637 14.9545 internal_count=30464 9298 21166 653 20513 9189 477 158 8712 8573 219 20294 18778 1516 532 222 319 310 is_linear=0 shrinkage=0.05 Tree=205 num_leaves=18 num_cat=0 split_feature=7 10 10 11 5 1 7 5 0 0 10 7 6 4 3 11 11 split_gain=2.21075 4.0358 5.97763 3.4353 5.31861 3.70938 2.92681 3.87893 2.27741 5.0014 1.47826 1.46307 1.35966 2.02499 3.33363 2.22988 1.12811 threshold=0.098550000000000013 103.98500000000001 72.795000000000016 175.21000000000001 16.675000000000004 3.5000000000000004 0.057350000000000005 200.70500000000001 8.5000000000000018 18.500000000000004 92.735000000000014 0.25765000000000005 4.5000000000000009 4.5000000000000009 479.21500000000009 160.97000000000003 6376.6250000000009 decision_type=10 10 10 8 8 8 10 8 10 10 8 10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 7 -3 12 11 -4 -10 13 15 -15 -2 -13 right_child=8 6 10 5 -6 -7 -8 -9 9 -11 -12 16 -14 14 -16 -17 -18 leaf_value=0.017614445261459399 -0.0088634501154709819 0.04931059982470478 -0.042143388071189024 -0.01406059592784807 -0.0057514155867758356 0.017492563395675717 -0.011752055921139261 -0.0011117364659277596 0.0003247499759836827 0.014850165260680817 -0.0086088922505625672 -0.033728703152117144 -0.018907198335500766 -0.00033710782017785153 0.015385511591141231 0.00085765808951760673 -0.0046496280732451472 leaf_weight=36.239755908725783 60.030928069259971 7.9563363352790484 12.698740407126023 85.25858302693814 69.111148993601091 9.4511442957445961 5.6925882976502171 6.2384494151920089 5.2377691534347859 11.971830718219278 5.6721552275121239 17.435992646962408 7.6193210498895487 72.266189306275919 61.153871395392343 1718.6451214468107 5.0145557252690187 leaf_count=1365 1085 133 318 1797 2032 218 59 99 77 85 104 226 255 926 1163 20584 37 internal_value=7.51719e-05 -0.00445898 -0.00645788 -0.00384118 0.00232926 -0.0107098 0.0165144 0.0282067 0.000631205 -0.0110705 -0.0330264 -0.0225793 0.000881196 0.000972504 0.0068931 0.000521962 -0.0279221 internal_weight=2197.69 238.319 218.432 200.061 105.351 94.7097 19.8874 14.1948 1959.38 39.6601 18.3709 27.6883 1919.72 1912.1 133.42 1778.68 22.4505 internal_count=30563 6125 5834 5412 3397 2015 291 232 24438 425 422 340 24013 23758 2089 21669 263 is_linear=0 shrinkage=0.05 Tree=206 num_leaves=28 num_cat=0 split_feature=10 7 10 11 10 7 11 7 7 2 7 11 5 5 7 10 7 10 10 10 5 10 11 10 10 10 10 split_gain=1.62601 3.42907 5.2452 10.7485 3.18402 2.85547 7.36385 3.82781 3.76555 3.17251 2.78162 2.51411 2.44813 1.87531 5.11164 5.12641 5.78184 4.12897 3.54891 6.16332 3.01898 2.96418 9.47176 5.17074 1.11366 0.322809 0.24002 threshold=159.61500000000004 0.61165000000000014 204.61500000000004 21975.970000000005 279.59500000000008 0.35785000000000006 881.45500000000004 0.30515000000000009 0.52825000000000011 1.0000000180025095e-35 1.1309000000000002 339.16000000000003 231.98000000000005 124.47500000000001 0.55615000000000014 125.37500000000001 0.81585000000000008 87.705000000000013 84.495000000000019 99.495000000000019 122.62000000000002 133.81500000000003 1000.0550000000002 118.95500000000001 180.50500000000002 107.69500000000001 74.475000000000009 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 10 8 8 10 10 10 10 10 8 10 8 10 10 10 8 left_child=13 5 3 24 12 7 8 11 -7 -8 -6 -2 -4 20 18 17 -17 -16 26 -20 21 23 -23 -1 -3 -22 -15 right_child=1 2 4 -5 10 6 9 -9 -10 -11 -12 -13 -14 14 15 16 -18 -19 19 -21 25 22 -24 -25 -26 -27 -28 leaf_value=-5.534061254643926e-05 -0.013068552891964721 -0.020523417191941673 -0.00055143908752139045 0.038997411915407156 -0.034686736318443524 0.01824409564163627 0.0093102888263948136 -0.031855312929921713 0.066261113105581027 -0.023030160096639871 -0.0050385636625205222 0.014394519673342069 0.022739936482940384 -0.019485707839693726 -0.0019521225389590724 0.028628259060160685 -0.0092394103161182982 0.019993950691921308 0.027994345706107277 -0.016118507510030498 -0.034307112013034158 -0.018432826227187692 0.032099672355098918 -0.018733314910957036 -0.038839008263136798 -0.011896172807711276 -0.041729834360595124 leaf_weight=1621.5425944213057 13.504050365649165 24.387207133695483 32.282553602010012 5.5534019879996768 8.4234404228627664 15.743458472192289 16.402779873460535 9.6427867840975505 5.4986470332369199 12.364586319774387 57.403355380520225 18.446641309186816 15.985118110664187 7.6196166006848198 27.61177222430706 11.205502243712543 56.45164345856756 86.694416132755578 10.946791689377276 22.434510328806937 5.4426742922514659 13.801252489909528 23.956770375370979 36.935064287856221 20.855777701362967 5.5536752641201019 5.3398608374409378 leaf_count=25009 199 234 307 43 100 178 133 111 61 135 593 190 146 73 214 81 458 700 111 244 54 166 225 423 209 49 59 internal_value=-0.000269842 -0.00400364 -0.0083041 -0.0215135 -0.00224381 0.00368954 0.0116706 -0.00583778 0.0333186 -0.00472879 -0.00936956 0.00259109 0.00736563 0.000224184 0.00447135 0.00825907 -0.00256924 0.0146783 -0.0101563 -0.00111359 -0.000343138 -0.000163305 0.0135011 -0.000485359 -0.0297318 -0.0253405 -0.0313422 internal_weight=2192.03 256.494 164.891 50.7964 114.094 91.603 50.0095 41.5935 21.2421 28.7674 65.8268 31.9507 48.2677 1935.54 228.304 181.963 67.6571 114.306 46.3408 33.3813 1707.23 1696.24 37.758 1658.48 45.243 10.9963 12.9595 internal_count=30505 2639 1632 486 1146 1007 507 500 239 268 693 389 453 27866 1940 1453 539 914 487 355 25926 25823 391 25432 443 103 132 is_linear=0 shrinkage=0.05 Tree=207 num_leaves=21 num_cat=0 split_feature=7 10 7 10 7 7 10 10 3 3 7 3 4 7 10 10 2 10 3 2 split_gain=2.51529 3.05094 7.34632 3.11953 3.03819 9.43599 3.02015 2.77302 2.60724 4.89282 4.27974 3.46579 5.0337 4.72693 2.47592 2.27684 4.2986 3.41827 4.26304 2.67394 threshold=0.49215000000000003 356.14500000000004 2.8880000000000003 475.64000000000004 1.7184000000000001 0.71225000000000016 562.66500000000008 385.43000000000006 4437.8100000000013 4906.0600000000004 0.44715000000000005 1.0000000180025095e-35 1.5000000000000002 0.21115000000000003 59.315000000000005 38.415000000000006 1.0000000180025095e-35 46.365000000000002 659.69500000000016 20.500000000000004 decision_type=8 10 10 8 10 10 8 8 10 10 10 10 10 10 8 8 10 8 10 10 left_child=7 15 4 -4 5 -3 -5 8 11 14 -11 12 -1 -13 -10 16 -2 18 -17 -19 right_child=1 2 3 6 -6 -7 -8 -9 9 10 -12 13 -14 -15 -16 17 -18 19 -20 -21 leaf_value=0.0035786883886340468 -0.037118371852759201 0.05258040934380085 -0.029263282710322986 0.033696657213652906 0.055768483826008242 -0.027474212406638832 -0.0058293147250459559 -0.026240458743885631 -0.038579330820984012 -0.0020656809061642689 0.019739589467674838 -0.00073805709150377816 -0.0098437261287559422 0.01099464927036891 0.00123705243169452 -0.0052413676381140566 0.014229985608085825 -0.0023939790300472018 0.044158622254281021 0.030683747757216592 leaf_weight=277.81660797214136 10.970136389136316 6.7369587719440478 8.4816906042397004 5.5477724038064498 7.8308684360235921 6.0608624015003443 17.222713332623247 7.6959786638617507 12.033184453845022 263.84122371952981 23.587184649892151 128.80624141567387 92.177953418111429 251.16829095757566 5.1471637524664429 7.8326862370595318 5.3490855535492292 1029.2364459387027 7.9688978921622038 5.1303013786673537 leaf_count=3079 116 72 89 52 80 69 165 97 266 5682 257 3053 1374 3883 74 108 84 11582 134 26 internal_value=0.000101726 -0.00155018 0.0101597 -0.00505557 0.0326097 0.0150619 0.00460286 0.00184538 0.00207975 -0.00180605 -0.000196709 0.00366497 0.000203721 0.0070128 -0.0269636 -0.00213349 -0.020149 -0.00182987 0.0205194 -0.00219561 internal_weight=2180.64 1118.37 51.8809 31.2522 20.6287 12.7978 22.7705 1062.27 1054.58 304.609 287.428 749.969 369.995 379.975 17.1803 1066.49 16.3192 1050.17 15.8016 1034.37 internal_count=30342 12577 527 306 221 141 217 17765 17668 6279 5939 11389 4453 6936 340 12050 200 11850 242 11608 is_linear=0 shrinkage=0.05 Tree=208 num_leaves=16 num_cat=0 split_feature=3 4 4 7 10 7 3 3 4 4 3 10 4 10 1 split_gain=1.63414 5.12102 3.86298 2.39256 2.20841 5.1398 4.20868 1.9283 2.21258 1.96691 4.58097 3.35048 1.70794 3.50334 2.14678 threshold=10201.080000000002 12.500000000000002 5.5000000000000009 0.32565000000000005 39.875000000000007 0.43975000000000003 12763.340000000002 9500.1600000000017 1.0000000180025095e-35 14.500000000000002 2166.6900000000005 94.495000000000019 9.5000000000000018 106.65500000000002 2.5000000000000004 decision_type=8 10 10 10 10 10 8 10 8 10 10 10 10 8 10 left_child=7 2 4 -4 6 -6 -2 9 -9 12 11 -11 14 -14 -1 right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 13 -15 -16 leaf_value=-0.00013762020412493392 0.035271034411602377 -0.038840718889177318 0.0070777253150714819 0.055031807550459548 -0.012719451678444203 0.011525276457482749 0.0044360830806926274 -0.036301935630486469 0.0031614902908442357 -0.013061153331373507 0.04853569125289451 0.025762769113231051 -0.025394292921939933 0.015642051199369671 -0.0048136256603292281 leaf_weight=1640.2812878764234 11.906211265944874 5.8027059801388523 5.5941537425387633 5.1179506205953658 49.941963270306587 37.198893770109862 85.570305046974681 7.167790221050379 5.6420816769823441 14.251639388967311 5.6564241638407102 7.727971112355589 17.412396315019578 6.3112597288563874 288.19831625162624 leaf_count=21226 325 178 294 69 652 300 1988 117 126 246 122 77 360 68 4343 internal_value=-0.000515894 0.00376327 0.00524578 0.0331583 0.00342935 -0.00229974 0.00857309 -0.000952 -0.019588 -0.00081907 0.0121779 0.00089874 -0.00101176 -0.0140839 -0.000841142 internal_weight=2193.78 201.132 195.329 10.7121 184.617 87.1409 97.4765 1992.65 12.8099 1979.84 27.636 21.9796 1952.2 23.7237 1928.48 internal_count=30491 3806 3628 363 3265 952 2313 26685 243 26442 445 323 25997 428 25569 is_linear=0 shrinkage=0.05 Tree=209 num_leaves=16 num_cat=0 split_feature=3 3 10 10 3 10 4 3 0 10 10 4 10 1 11 split_gain=2.79904 4.1456 4.79627 3.33985 3.27731 3.45472 3.13968 3.20822 4.53307 2.3953 2.2163 2.0146 1.8554 1.14458 1.24571 threshold=247.38500000000002 300.02500000000003 77.660000000000011 14.845000000000001 318.5800000000001 106.65500000000002 26.500000000000004 171.13000000000002 1.5000000000000002 84.00500000000001 57.795000000000009 1.0000000180025095e-35 136.88500000000002 17.500000000000004 5700.5850000000009 decision_type=10 10 10 8 10 10 10 8 10 10 10 10 10 10 8 left_child=3 2 -2 11 -3 9 7 10 -9 -6 -5 13 -7 14 -1 right_child=1 4 -4 6 5 12 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.00096698165671077127 0.0052593075069847159 0.025427077653542525 -0.042607928760696717 0.0085361320302328198 -0.0021436275341418305 -0.022186696114840903 0.036800407845592548 0.025122842425311476 -0.021070402273360409 0.0050805763354722158 0.00084573691539763143 -0.033464744922414295 0.0039299810065389273 -0.025681908650768345 -0.021224032667489075 leaf_weight=64.930638095363975 8.1007237876765448 10.177365401759742 12.100357852876185 104.2424492535647 885.54971696122084 29.385063842870295 5.6283618705347171 28.573585542850196 5.5550552587956181 130.53099537082016 880.23179156216793 6.1494512953795484 8.0160035789012891 5.4747870452702037 7.7180911996401838 leaf_count=793 141 154 186 1460 15563 412 62 381 135 1833 9097 100 100 53 55 internal_value=-0.000115754 -0.00192375 -0.0238344 0.00164768 -0.00148093 -0.00176949 0.00244085 0.00221018 0.0170759 -0.00120657 0.00167295 -0.00784922 -0.0165024 -0.00537225 -0.00344591 internal_weight=2192.36 1083.86 20.2011 1108.5 1063.66 1053.48 1024.23 1018.6 34.1286 1016.08 984.474 84.273 37.4011 78.1235 72.6487 internal_count=30525 18389 327 12136 18062 17908 11135 11073 516 17396 10557 1001 512 901 848 is_linear=0 shrinkage=0.05 Tree=210 num_leaves=29 num_cat=0 split_feature=2 0 4 4 3 3 2 8 5 3 2 8 3 0 7 7 9 2 7 5 7 1 6 7 5 7 7 7 split_gain=2.95586 2.47438 4.89312 4.41337 5.0014 5.80413 3.77819 4.34531 3.84284 3.54501 3.24171 2.42572 3.27316 2.11744 5.29082 4.30991 4.2141 1.79538 1.78246 3.92205 1.97658 2.53414 1.9017 1.51642 1.49144 1.48972 0.545378 0.530274 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1779.1900000000003 1310.8450000000003 1.5000000000000002 613.71500000000015 247.63000000000002 11387.740000000002 1.5000000000000002 12097.570000000002 8.3400000000000016 1.0000000180025095e-35 0.10185000000000001 0.13275000000000003 283.50000000000006 3.5000000000000004 1.7184000000000001 307.53000000000003 1.1309000000000002 1.0000000180025095e-35 3.5000000000000004 0.54325000000000012 8.8250000000000011 3.5004500000000003 2.5274500000000004 1.0000000180025095e-35 decision_type=8 8 10 10 10 8 8 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 10 left_child=13 3 6 4 5 -2 8 -8 -3 -6 23 12 -4 18 24 -16 -17 -12 20 26 22 -22 -1 -5 -15 -21 -20 -26 right_child=1 2 11 10 9 -7 7 -9 -10 -11 17 -13 -14 14 15 16 -18 -19 19 25 21 -23 -24 -25 27 -27 -28 -29 leaf_value=0.0023261554254265806 -0.00633754606415644 0.0099297465242298814 -0.026782117086132387 -0.015732943968097154 -0.030529295635772585 0.036710230086139786 -8.3692157604254528e-05 -0.032500002059229365 -0.029686228501663997 -0.00074554716844119886 0.052037507240085816 0.019596473858581161 -0.0050282558392682414 -0.0052073756929939706 0.04109108605661365 -0.003876406528061815 0.029339564691167844 0.0097856731195105871 -0.019926309109512062 0.021192844158680481 0.014368337645191473 -0.011946604589878368 0.022183473681884957 0.014940936906506453 -0.020363991353878272 -0.00056706343061509385 -0.0030444433999556667 -0.045781516980976933 leaf_weight=1156.9137909892015 153.87918316479772 152.64752071793191 27.795218220446259 8.3236956608016062 35.48623475106433 7.2326682647690168 219.90447144303471 9.8651620172895473 5.3659519981592885 14.308023519348351 5.054191485512999 5.0015656440518788 46.656882301555015 7.4716404243372407 5.1861907774582496 134.79606386087835 9.2574808432254923 5.897708418779076 27.461589781567454 10.959702495485542 66.183557260781527 9.6082025244832021 11.266279267147182 6.0346311936154953 8.5007871980778855 21.601727690547705 7.1152400746941558 6.601811103988438 leaf_count=11878 1677 3317 653 173 632 117 4105 608 77 214 91 173 1979 229 84 2033 300 58 235 93 446 79 269 80 401 186 55 174 internal_value=0.000674008 -0.00198992 0.000110789 -0.00614917 -0.00853983 -0.00415966 0.00244376 -0.00163196 0.00837476 -0.0222527 0.0131492 -0.0111023 -0.0134632 0.00194155 -0.00325127 0.000191338 -0.00151979 0.0324253 0.00262782 -0.00522757 0.00305965 0.0108551 0.00254075 -0.00238211 -0.0252654 0.00702126 -0.0167761 -0.0339384 internal_weight=2186.38 703.453 467.237 236.216 210.906 161.112 387.783 229.77 158.013 49.7943 25.3102 79.4537 74.4521 1482.92 171.814 149.24 144.054 10.9519 1311.11 67.1383 1243.97 75.7918 1168.18 14.3583 22.5742 32.5614 34.5768 15.1026 internal_count=30416 13954 10912 3042 2640 1794 8107 4713 3394 846 402 2805 2632 16462 3221 2417 2333 149 13241 569 12672 525 12147 253 804 279 290 575 is_linear=0 shrinkage=0.05 Tree=211 num_leaves=25 num_cat=0 split_feature=4 11 11 4 3 3 3 11 0 3 3 2 3 8 8 8 8 10 10 11 10 10 4 10 split_gain=3.03642 4.22025 8.85329 4.67164 5.78622 3.39991 3.30346 5.22407 3.04522 2.87816 2.84012 2.51167 4.82233 2.21084 6.00904 4.5082 3.47984 1.81938 3.16923 2.91615 1.41848 1.02554 0.47679 0.0851988 threshold=5.5000000000000009 2601.7250000000004 5000.1550000000016 13.500000000000002 12426.570000000002 44902.67500000001 722.88000000000022 1360.2900000000002 1.5000000000000002 2166.6900000000005 4736.0250000000005 1.0000000180025095e-35 50578.835000000006 64.110000000000014 1988.3650000000002 1399.8300000000002 2000.1250000000002 47.715000000000011 48.185000000000009 224.71500000000003 59.025000000000013 79.735000000000014 9.5000000000000018 90.195000000000007 decision_type=8 8 8 10 10 10 10 10 10 10 10 10 8 8 10 8 10 10 10 10 10 10 10 10 left_child=5 6 20 4 -4 13 7 8 -2 22 -11 12 -7 17 15 -15 -16 19 -19 -1 -3 -22 -8 -9 right_child=1 2 3 -5 -6 11 9 23 -10 10 -12 -13 -14 14 16 -17 -18 18 -20 -21 21 -23 -24 -25 leaf_value=0.01230785636151363 0.021397602820224803 0.017829369130906176 -0.0011733521905445707 -0.0284445304245802 0.049397162339298695 0.062791628827615492 -0.014458530071096995 -0.011830029955626577 -0.011104958593294191 0.027982522230126407 -0.018003461549132585 -0.0027961249347076521 0.0062456922239723135 -0.0094595054047526411 0.033783253385615213 -0.038280663599878834 -0.00021738765704824777 -0.031690762519899475 -0.00062283583161104616 0.00090026620117513486 0.075496546565156156 0.033918955051573052 -0.040656611574055174 -0.027793207747288648 leaf_weight=69.483119498705491 34.621319020632654 5.0741963626351234 18.99774158932269 7.8019376355223349 6.92107757506892 5.558805976063014 5.4080891113262641 5.7100474997423571 8.142160654999314 5.0773468029219639 6.4577657069312409 8.9543671761639398 10.007284511812031 85.561409549089149 6.9812041684053829 15.675852216081692 126.99614786414895 7.2648543985560528 1435.5603299844079 279.94685666449368 5.0490632820874435 7.1229539809282869 6.6201470133382827 5.6611486254259944 leaf_count=1370 497 129 257 125 126 77 125 72 222 165 417 290 177 2412 212 464 2966 90 15680 4108 76 97 136 62 internal_value=7.72753e-05 0.00749977 0.0185301 0.00309462 0.0134781 -0.000389125 5.72538e-05 0.00691349 0.0149825 -0.015131 0.00245661 0.0177408 0.0293121 -0.000619493 -0.00516642 -0.0143019 0.00175441 -1.74196e-05 -0.000804572 0.00321155 0.0466127 0.0559675 -0.0312752 -0.0217857 internal_weight=2180.66 128.665 50.967 33.7208 25.9188 2051.99 77.698 54.1347 42.7635 23.5633 11.5351 24.5205 15.5661 2027.47 235.215 101.237 133.977 1792.26 1442.83 349.43 17.2462 12.172 12.0282 11.3712 internal_count=30352 2506 810 508 383 27846 1696 853 719 843 582 544 254 27302 6054 2876 3178 21248 15770 5478 302 173 261 134 is_linear=0 shrinkage=0.05 Tree=212 num_leaves=17 num_cat=0 split_feature=1 3 5 5 5 1 5 2 11 0 2 4 8 4 5 0 split_gain=2.49746 3.78536 3.9732 7.58408 4.58182 4.18893 3.76909 3.29027 3.17253 2.76886 2.55028 2.08831 4.87856 3.29341 3.0928 2.13533 threshold=2.5000000000000004 23981.610000000004 71.095000000000013 87.285000000000011 82.445000000000007 5.5000000000000009 22.275000000000002 1.0000000180025095e-35 7033.9000000000005 1.5000000000000002 17.500000000000004 9.5000000000000018 14012.000000000002 8.5000000000000018 161.71500000000003 8.5000000000000018 decision_type=10 10 10 10 10 10 10 10 10 8 8 10 10 10 8 10 left_child=10 2 5 4 -4 7 -7 -2 -5 -3 11 13 14 15 -13 -1 right_child=1 9 3 8 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=0.0006593049321408789 -0.0014830271679818028 0.047398957359869327 0.0074075783729423529 -0.009882119822534445 0.046241304321489568 0.0031471365406725293 -0.019831669908160581 -0.025702890425324185 0.010388166028155461 -0.00018359977285680647 0.02992811659601461 -0.0088398472433061457 0.029494778704123304 0.028337534918490351 -0.04492770944870126 0.019445775357140045 leaf_weight=1797.2571979681961 19.761223066598177 5.0475208621937755 22.581613506190479 86.027289329329506 11.169295929139478 65.270718349143863 23.34668117412366 52.678799811052158 23.705189236905426 5.7499526794999847 6.502027489244937 41.618573651881889 6.2332077575847498 9.9542113125789893 6.2602546997368327 14.279504559002815 leaf_count=24122 331 71 408 1024 190 672 351 1583 217 205 42 844 93 170 57 164 internal_value=0.000124066 -0.00398409 -0.00505899 0.000962286 0.0213637 -0.0104269 -0.00300469 -0.0192741 -0.00540377 0.0237684 0.000816774 0.000697298 -0.00888348 0.000989381 -0.0144833 0.000820795 internal_weight=2197.44 315.338 304.541 143.483 33.7509 161.057 88.6174 72.44 109.732 10.7975 1882.1 1875.6 54.112 1821.49 47.8788 1811.54 internal_count=30544 5052 4776 1839 598 2937 1023 1914 1241 276 25492 25450 994 24456 901 24286 is_linear=0 shrinkage=0.05 Tree=213 num_leaves=23 num_cat=0 split_feature=3 3 2 10 10 2 3 4 3 10 3 1 5 10 3 10 4 5 5 3 10 11 split_gain=3.26599 5.01457 6.53353 5.88302 4.84552 4.3085 3.85362 3.46881 3.42364 2.93189 3.87901 2.65211 2.43516 4.05838 2.21849 1.99073 1.7852 4.53651 4.37307 1.48166 1.15965 0.582763 threshold=17503.890000000003 10201.080000000002 1.0000000180025095e-35 27.285000000000004 38.415000000000006 1.5000000000000002 12763.340000000002 1.5000000000000002 9500.1600000000017 35.475000000000001 24890.775000000005 3.5000000000000004 35.755000000000003 51.135000000000012 13500.360000000002 18.245000000000001 1.0000000180025095e-35 28.350000000000005 151.52500000000003 22166.160000000003 46.025000000000013 4588.5850000000009 decision_type=10 8 8 10 8 10 10 8 10 8 10 10 10 8 8 10 10 8 10 10 10 8 left_child=1 8 6 -4 9 -5 7 -3 16 10 15 -12 -6 20 -8 -2 18 -18 -1 -15 -14 -10 right_child=4 2 3 5 12 -7 14 -9 21 -11 11 -13 13 19 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=0.00062798213219981459 -0.0026994073436204971 0.0062916975400251389 0.073092697252463174 0.036621523055696388 -0.04193882110629147 -0.0095710199189144567 -0.034335803515097213 0.050046710565983143 -0.036712710290345868 0.033800678073496952 -0.00085929489566135924 0.030373946838984908 -0.0076514754868995012 -0.008361623008426626 -0.0015059819273168097 -0.041657292800932472 -0.016127915027605341 -0.00037518143102724193 0.010033892598593453 -0.036761575092210702 0.018684150545650723 -0.011252581415116796 leaf_weight=1168.6067647351883 6.141910969745366 21.268840900156651 6.1383087057620314 11.082874479703607 9.4747202442958933 7.8496655619237563 6.0383590040728476 5.0327075505629173 5.4824399489443723 5.0392275867052367 48.843370008980855 6.8391136545687905 6.7713860296644288 8.6448281775228661 20.870114507386461 7.3103348169242963 48.391489384346642 624.13156011560932 137.43898208811879 13.231252313591538 7.8920494103804231 6.6335281170904645 leaf_count=13309 243 241 247 230 129 190 81 96 164 79 1266 152 89 83 274 181 1416 10550 1185 123 81 76 internal_value=0.000403192 0.000872258 0.0132059 0.033737 -0.00757078 0.0176993 0.00299617 0.0163736 0.000378358 0.000318457 -0.00249791 0.00335685 -0.0201307 -0.0133761 -0.0100186 -0.0256337 0.000549339 -0.00153836 0.00162854 -0.0266134 0.00649141 -0.0250751 internal_weight=2189.15 2068.97 78.2809 25.0708 120.188 18.9325 53.21 26.3015 1990.68 74.174 69.1347 55.6825 46.0142 36.5395 26.9085 13.4522 1978.57 672.523 1306.05 21.8761 14.6634 12.116 internal_count=30485 28059 1359 667 2426 420 692 337 26700 1921 1842 1418 505 376 355 424 26460 11966 14494 206 170 240 is_linear=0 shrinkage=0.05 Tree=214 num_leaves=10 num_cat=0 split_feature=8 2 10 1 7 2 1 10 10 split_gain=2.60652 1.7451 2.89913 1.3885 3.33415 3.70012 2.38643 3.41856 1.50494 threshold=44224.055000000008 18.500000000000004 94.495000000000019 3.5000000000000004 1.5103000000000002 4.5000000000000009 2.5000000000000004 112.14000000000001 159.61500000000004 decision_type=8 10 8 10 10 10 10 10 10 left_child=1 3 -3 6 5 -5 8 -8 -1 right_child=-2 2 -4 4 -6 -7 7 -9 -10 leaf_value=0.00036268627643073321 -0.02805716770149401 -0.035522488794975743 0.0038515527995100518 0.0068914758457544511 0.033520846363188694 -0.0062266552422024597 -0.0033545440195541635 -0.030596567885538651 -0.0042652238648563301 leaf_weight=1658.1494479535613 7.3936774968169621 8.1174370981752855 8.8226107135415095 154.99491200316697 7.9654105287045232 80.771365982713178 50.243629763950594 14.287219141609965 195.39510673098266 leaf_count=23184 108 63 48 2119 74 1178 1387 236 1989 internal_value=-0.00024493 -0.000135426 -0.0156656 -4.23181e-06 0.00354021 0.00236889 -0.000458843 -0.00983713 -0.000124515 internal_weight=2186.14 2178.75 16.94 2161.81 243.732 235.766 1918.08 64.5308 1853.54 internal_count=30386 30278 111 30167 3371 3297 26796 1623 25173 is_linear=0 shrinkage=0.05 Tree=215 num_leaves=16 num_cat=0 split_feature=3 1 10 3 3 10 8 9 3 5 3 3 11 0 5 split_gain=2.10517 1.70244 4.13024 4.85432 4.77703 3.46075 3.65224 3.50827 2.78028 2.76078 2.11186 3.2502 2.44491 0.57175 0.545381 threshold=50578.835000000006 1.0000000180025095e-35 84.895000000000024 10802.400000000001 5555.8300000000008 93.265000000000015 4.9000000000000012 219.50000000000003 44902.67500000001 51.215000000000011 20420.335000000003 8512.8000000000011 5383.7900000000009 1.0000000180025095e-35 10.655000000000003 decision_type=8 10 10 10 10 10 10 10 8 10 10 10 10 8 10 left_child=1 8 3 4 -3 6 -4 -7 10 -5 11 -1 -12 14 -2 right_child=13 2 5 9 -6 7 -8 -9 -10 -11 12 -13 -14 -15 -16 leaf_value=0.00059051207657267926 0.0022929684807767169 -0.0055528114407649666 0.018256356971829688 0.0013679722869127853 -0.024748160895218578 -0.0011874041396453827 -0.016947894858909688 0.030503605411219131 0.032061075445885941 0.026262278533946165 -0.024559441205956111 0.010447507979260884 -0.001067622923111399 -0.029643888873045445 -0.018544577070213977 leaf_weight=1278.3181856099982 5.1511658355593699 306.72538721724413 49.52095867600292 44.247048837481998 35.68330801720731 270.52904018480331 7.6712458068504921 8.0214884325396252 6.1916252821683875 14.164545543724669 16.103790422668681 88.643090771744028 33.080212378874421 5.7046875269152215 5.2855407893657684 leaf_count=14184 118 6501 673 1441 1055 3302 258 282 110 192 408 1223 294 211 61 internal_value=-0.000118736 1.75174e-05 -0.00192972 -0.00535422 -0.00763401 0.00214746 0.0132384 -0.000151052 0.00103006 0.00782932 0.000868334 0.00124053 -0.00919505 -0.0175722 -0.00852153 internal_weight=2175.04 2158.9 736.563 400.82 342.409 335.743 57.1922 278.551 1422.34 58.4116 1416.15 1366.96 49.184 16.1414 10.4367 internal_count=30313 29923 13704 9189 7556 4515 931 3584 16219 1633 16109 15407 702 390 179 is_linear=0 shrinkage=0.05 Tree=216 num_leaves=18 num_cat=0 split_feature=10 10 7 7 7 11 3 10 10 10 9 10 11 11 10 11 11 split_gain=2.83197 3.69446 2.57974 4.95624 4.5117 3.41374 2.39617 2.68137 3.44795 3.37383 2.5775 2.46858 1.58793 1.20384 1.12616 4.919 3.61996 threshold=299.87000000000006 279.59500000000008 0.60655000000000014 0.42825000000000008 1.4234500000000001 718.70000000000016 20420.335000000003 101.56500000000001 74.475000000000009 106.65500000000002 1.0000000180025095e-35 51.135000000000012 6039.9600000000009 3382.9450000000006 421.75500000000005 16045.760000000002 5958.5400000000009 decision_type=8 10 8 10 8 10 10 10 10 10 10 10 8 10 10 10 8 left_child=1 6 3 5 -4 -2 7 8 -1 -9 11 -8 -3 -12 16 -16 -6 right_child=2 12 4 -5 14 -7 10 9 -10 -11 13 -13 -14 -15 15 -17 -18 leaf_value=-0.0015856466456820777 0.024509880562159209 -0.046417235868287554 -0.026140466569239615 0.049046345479076235 0.031095851411578525 -0.022046355729852182 -0.0017660842649516427 -0.015123997432351608 0.003480283078414457 -0.0025046596706006438 -0.0084106966291672674 -0.022954550596755573 -0.0061697640861733622 -0.044056884474537573 -0.002051503835523064 0.038562215885678916 -0.011656553881660044 leaf_weight=955.35242604592349 7.199292051605882 5.4527574721723768 10.381649035960434 8.8424885980784875 5.8387314826250103 6.5468986928462982 76.620605597738177 59.388784633018076 516.52412274596281 454.21141931554303 5.0097715139854682 15.994929904118178 5.0425666645169267 6.1412572413682938 17.303822875022892 11.700171429663895 16.936872097663581 leaf_count=15574 108 69 118 87 64 71 1259 655 6560 4490 467 145 48 274 191 94 181 internal_value=-0.00107865 -0.00144375 0.00782005 0.0219309 0.00234715 0.00200608 -0.00128508 -0.000892926 0.000189896 -0.00400013 -0.00866081 -0.00568491 -0.0297339 -0.0304639 0.00854062 0.0149046 0 internal_weight=2184.49 2099.74 84.7499 22.5887 62.1612 13.7462 2089.24 1985.48 1471.88 513.6 103.767 92.6155 10.4953 11.151 51.7796 29.004 22.7756 internal_count=30455 29541 914 266 648 179 29424 27279 22134 5145 2145 1404 117 741 530 285 245 is_linear=0 shrinkage=0.05 Tree=217 num_leaves=21 num_cat=0 split_feature=10 10 2 5 4 3 3 7 7 7 7 2 7 7 7 7 10 2 4 7 split_gain=2.67446 3.19239 4.23197 2.99173 2.13741 2.03405 3.80653 1.64407 6.56999 3.41891 2.52003 2.55857 2.49329 1.62278 1.63358 1.4923 1.91167 2.85304 0.830704 0.766284 threshold=2.8050000000000002 17.445000000000004 1.0000000180025095e-35 5.6450000000000005 1.0000000180025095e-35 44902.67500000001 6189.7150000000011 0.14615000000000003 0.19895000000000004 0.11875000000000001 0.091950000000000018 1.0000000180025095e-35 0.17435000000000003 0.30865000000000004 0.26935000000000003 6.2646000000000006 260.88000000000005 17.500000000000004 2.5000000000000004 0.38525000000000004 decision_type=10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 8 10 10 10 10 left_child=7 2 5 -4 -5 6 -2 9 12 10 11 -1 -9 14 -10 16 17 -3 -18 -15 right_child=1 15 3 4 -6 -7 -8 8 13 -11 -12 -13 -14 19 -16 -17 18 -19 -20 -21 leaf_value=-0.0020101138331591775 0.028710883081833727 -0.00017961623476040093 0.022270839292280131 0.00070371791142497138 -0.031955305181108257 0.042018024351079791 -0.00053162238962155782 0.0011789330967783638 -0.0076801128555273532 -0.044456953074220235 0.017472536722630438 -0.036123683229714328 0.048458872665105297 0.0076713940072165761 -0.041697649061585601 0.016974523870762245 -0.0086322018881955578 0.021189542287549577 0.0094610795221571394 -0.01005476726942872 leaf_weight=14.363564812578266 20.26942627527751 1902.3686841605231 5.6768416748382178 9.0341866780072468 9.3864992916351166 7.1864181277342132 22.579448032658547 5.0159405320882779 8.3617489188909513 7.6667653750628224 6.4575786218047133 8.3995998782338557 6.15892712213099 8.2213749364018458 6.7160222027450791 11.509012300521134 86.055310423485935 14.748878512531517 5.7730890894308677 16.350164271891117 leaf_count=357 457 25592 221 215 624 138 604 57 92 93 74 282 72 87 85 99 941 90 79 157 internal_value=-0.000218035 0.000139691 0.0102613 -0.00661992 -0.0164692 0.0184599 0.0135267 -0.0087223 -0.0026695 -0.0166394 -0.0079458 -0.0157989 0.0294875 -0.0123582 -0.0247944 -0.000234103 -0.000343573 -1.64974e-06 -0.00735118 -0.00386019 internal_weight=2182.3 2094.59 74.1328 24.0975 18.4207 50.0353 42.8489 87.7117 50.8242 36.8875 29.2207 22.7632 11.1749 39.6493 15.0778 2020.45 2008.95 1917.12 91.8284 24.5715 internal_count=30416 29060 2259 1060 839 1199 1061 1356 550 806 713 639 129 421 177 26801 26702 25682 1020 244 is_linear=0 shrinkage=0.05 Tree=218 num_leaves=18 num_cat=0 split_feature=8 8 1 8 11 8 5 10 8 9 8 9 8 5 0 5 11 split_gain=2.22208 5.94796 4.33628 2.71745 2.18577 2.09889 4.20679 2.33573 1.97485 4.25054 2.86575 4.45713 1.97574 1.73652 1.13871 0.984373 0.777136 threshold=1399.8300000000002 1846.4250000000004 1.0000000180025095e-35 1132.9300000000001 1360.2900000000002 2068.3750000000005 70.135000000000005 47.715000000000011 885.21000000000015 191.50000000000003 543.68000000000018 778.00000000000011 492.04000000000008 92.715000000000018 1.0000000180025095e-35 66.655000000000015 710.0150000000001 decision_type=8 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 left_child=3 15 5 8 -5 6 -3 -7 10 -10 12 -12 -1 14 -4 -2 -11 right_child=1 2 13 4 -6 7 -8 -9 9 16 11 -13 -14 -15 -16 -17 -18 leaf_value=0.00047507149978922463 -0.04652927435584199 -0.0040766102975897849 -0.0071464292090105538 0.045413241049456876 0.00050640981707169989 -0.0094333892725118173 0.051338611393643985 0.0042892967297126165 -0.041555358013398103 -0.0073248748107271923 0.030531875948900507 -0.014302791119762607 -0.027524654794131215 0.0048208584457890011 -0.030681446047897527 -0.016220547574570029 0.016581627575658245 leaf_weight=1932.8449721594807 7.8113520429469627 7.296309181256218 8.8834111103788036 5.0855291164480123 5.3401602881494918 46.774526710389182 5.0164834158495069 87.148983724182472 7.6977399773895767 5.9491979281883669 17.33107534842566 7.0698514098767182 5.3161951119545838 5.8865700811147681 18.228587203309871 7.145961836213246 5.4935206114314497 leaf_count=23648 307 217 237 191 133 1233 67 1253 195 339 404 269 192 188 1229 168 201 internal_value=8.32068e-05 -0.00500549 -0.00235756 0.000584023 0.0249065 0.00134124 0.0202855 -0.000500866 0.000441043 -0.0151271 0.000603049 0.0172931 0.000381538 -0.0184535 -0.0236764 -0.0342863 0.00416076 internal_weight=2186.32 194.192 179.235 1992.13 10.4257 146.236 12.3128 133.924 1981.7 19.1405 1962.56 24.4009 1938.16 32.9986 27.112 14.9573 11.4427 internal_count=30471 4899 4424 25572 324 2770 284 2486 25248 735 24513 673 23840 1654 1466 475 540 is_linear=0 shrinkage=0.05 Tree=219 num_leaves=14 num_cat=0 split_feature=1 5 1 5 3 7 11 11 10 0 2 7 7 split_gain=1.9137 2.28495 3.37451 3.19891 3.39484 3.24156 3.18362 3.92509 3.46704 2.7396 2.23917 4.08603 2.40141 threshold=16.500000000000004 2.6050000000000004 14.500000000000002 5.6450000000000005 50578.835000000006 0.029850000000000005 63.250000000000007 366.40000000000003 197.91000000000003 3.5000000000000004 14.500000000000002 0.59435000000000016 0.30515000000000009 decision_type=8 8 8 8 10 10 10 10 10 10 10 10 10 left_child=1 6 3 5 -5 -3 -1 9 -9 -8 11 12 -2 right_child=10 2 -4 4 -6 -7 7 8 -10 -11 -12 -13 -14 leaf_value=-0.03197302553484279 0.022824887198454945 0.039236275122982917 -0.035846339162010958 0.00094856362804686563 -0.026185907477531037 -0.0064304617757382637 0.013508793867800212 -0.010750080174858801 0.0033194403029869163 -0.017406428560572926 -0.0056465355987616195 0.044685345660487943 -0.015339881538016712 leaf_weight=8.925792853930032 6.863384000957014 9.7094139556866121 5.2377570122480384 1871.9974920527311 10.588507550302891 5.4423496967647234 46.030126987025142 135.38766500982456 63.234506528824568 7.4393752282485357 11.451138739474116 9.2043077647685987 7.6010160595178604 leaf_count=387 62 314 32 26415 216 118 613 1479 682 136 76 48 45 internal_value=0.000438477 0.000245488 0.000849996 0.000972737 0.000779472 0.0231411 -0.00412909 -0.00300103 -0.00625159 0.00887507 0.0118555 0.0204115 0.00275098 internal_weight=2199.11 2163.99 1902.98 1897.74 1882.59 15.1518 261.017 252.092 198.622 53.4695 35.1198 23.6687 14.4644 internal_count=30623 30392 27095 27063 26631 432 3297 2910 2161 749 231 155 107 is_linear=0 shrinkage=0.05 Tree=220 num_leaves=14 num_cat=0 split_feature=4 10 3 10 10 11 3 9 4 11 10 11 11 split_gain=1.53754 2.45588 1.21972 2.7484 2.85349 1.97958 1.84297 3.93797 5.35743 1.54687 2.63532 1.67937 0.608112 threshold=17.500000000000004 74.475000000000009 33629.590000000004 46.025000000000013 38.975000000000001 2368.3350000000005 12763.340000000002 2805.0000000000005 2.5000000000000004 40033.145000000011 111.12000000000002 33010.150000000009 1332.1650000000002 decision_type=10 10 8 10 8 10 10 8 10 8 10 8 8 left_child=2 12 6 4 5 -4 9 8 -8 11 -11 -1 -2 right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 -14 leaf_value=-0.00026410698976092216 -0.011423754035918471 0.0045540492008016705 -0.008767426979483987 0.03720150640013499 -0.027803178212038527 0.013914169628167682 -0.0096931031620409985 -0.043854403015282067 0.020968771349399409 -0.03533872049056179 -0.0010573033484118026 0.019066060329876178 -0.039611667239574204 leaf_weight=1971.1600784250768 5.0704194451682278 9.1419966043904406 12.655506204813717 5.5974006131291381 5.6751020629890254 31.102953871712089 82.217257635435089 5.860368281370028 16.150581151712686 7.4772609295323518 17.696701612323523 10.296417009085415 5.8911429585423329 leaf_count=26670 158 119 519 57 66 517 1251 343 371 58 129 73 113 internal_value=-0.000593058 -0.0140322 -0.000459592 0.00681421 0.00260488 0.00719333 -0.000654727 -0.00710707 -0.00444819 -0.000313716 -0.0123918 -0.000151571 -0.0290361 internal_weight=2185.99 20.1036 2165.89 55.031 49.4336 43.7585 2110.86 104.228 98.3678 2006.63 25.174 1981.46 10.9616 internal_count=30444 390 30054 1159 1102 1036 28895 1965 1622 26930 187 26743 271 is_linear=0 shrinkage=0.05 Tree=221 num_leaves=19 num_cat=0 split_feature=8 4 4 5 10 8 0 9 11 3 7 11 7 10 7 10 10 10 split_gain=2.08106 3.59738 3.14875 4.39037 2.28968 2.00822 2.80393 2.50366 5.78287 4.58434 2.27063 2.47007 2.50108 2.27744 3.61776 2.86426 1.34329 0.852046 threshold=14949.795000000002 4.5000000000000009 1.5000000000000002 69.425000000000026 52.685000000000009 116.05000000000003 5.5000000000000009 344.50000000000006 5958.5400000000009 2405.5150000000008 2.2403000000000004 5958.5400000000009 2.8880000000000003 99.495000000000019 0.06455000000000001 86.335000000000022 66.515000000000015 421.75500000000005 decision_type=10 10 10 10 10 8 10 8 10 10 10 10 8 10 10 10 10 8 left_child=5 2 3 -2 -4 10 7 9 -9 -7 13 12 -12 15 -15 -1 -3 -13 right_child=1 16 4 -5 -6 6 -8 8 -10 -11 11 17 -14 14 -16 -17 -18 -19 leaf_value=0.00015546071287144726 0.040011399718484338 0.043451579076032497 -0.038366516488211405 -0.013014655958933183 9.6327990804176362e-05 -0.016417833474549455 0.022505649295438253 0.0044390782060912282 -0.023997067354152614 0.0062715537193735156 0.047900720402062308 -0.0025492535267162366 0.0056973492769837493 0.034960215435639395 -0.0031379036357625945 0.0066944953207876013 0.0080942331258140772 0.010471761592222744 leaf_weight=1112.0925866083708 7.8249682504683751 8.0271169678308052 5.2802278636954716 6.1285659885033965 9.4003337719477695 87.123947019688785 8.2539901572745276 102.03942415176425 20.624348712852225 28.813697012607008 6.5429429970681641 24.163267586380247 7.7209989167749891 5.2898698234930626 540.47368037607521 196.53599349968135 5.1625872366130343 23.539276156574484 leaf_count=14892 91 125 114 85 149 1545 218 3983 552 714 61 224 81 54 5323 2145 78 220 internal_value=0 0.0109168 0.000518824 0.0170745 -0.0149834 -0.000213939 -0.0044505 -0.0054939 -0.000457053 -0.0107307 0.000331221 0.00966897 0.0272537 1.14525e-05 -0.00269622 0.0011457 0.0315104 0.00385651 internal_weight=2205.04 41.8238 28.6341 13.9535 14.6806 2163.21 246.855 238.601 122.664 115.938 1916.36 61.9665 14.2639 1854.39 545.764 1308.63 13.1897 47.7025 internal_count=30654 642 439 176 263 30012 7012 6794 4535 2259 23000 586 142 22414 5377 17037 203 444 is_linear=0 shrinkage=0.05 Tree=222 num_leaves=23 num_cat=0 split_feature=10 11 11 11 11 11 7 7 5 1 5 5 2 11 7 1 2 7 7 7 7 11 split_gain=2.06083 4.03486 3.2201 3.01462 2.22638 2.13497 3.67778 4.54044 6.06925 3.97749 2.22513 8.45315 5.26999 4.10982 4.09927 3.86667 2.73955 1.34877 1.0184 2.22014 1.61345 0.24737 threshold=1.1450000000000002 710.0150000000001 1674.4150000000002 1256.9100000000001 950.2700000000001 12863.275000000003 0.28325000000000006 0.83785000000000009 85.595000000000013 1.0000000180025095e-35 58.795000000000009 57.755000000000003 8.5000000000000018 2822.0050000000006 0.64365000000000017 13.500000000000002 4.5000000000000009 0.24680000000000005 0.25435000000000008 0.16535000000000002 0.091950000000000018 5700.5850000000009 decision_type=10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 left_child=1 18 3 4 -3 10 -7 8 -8 -9 11 16 14 -13 -12 -14 -2 -4 19 20 -1 -19 right_child=5 2 17 -5 -6 6 7 9 -10 -11 12 13 15 -15 -16 -17 -18 21 -20 -21 -22 -23 leaf_value=-0.0091345637816326406 0.00090986992200532137 0.021717962916770747 -0.023882605192362637 0.045845408297810142 -0.017643084620404738 -0.025242686309874196 0.0082871648563652665 0.0055341977840844565 0.038923120038213285 -0.015786629424464252 -0.0039595805197898308 0.013414613803563291 -0.0097830027555371596 0.066915116210346751 0.0023128461278155319 -0.051942963305236359 0.012117339734424963 0.0053265736156923064 -0.035526491234482746 0.0099126828404106082 -0.037892543354724723 -0.0063492621861137898 leaf_weight=13.633128668530849 714.34522552974522 6.7340664248913544 8.0578045453876275 5.700031826272606 5.6582678593695164 8.1933119441382569 79.786400902085006 86.339322047308087 19.816450519487262 28.177256244234741 455.35955652757548 9.0611455114558321 20.328841007314626 6.1978962579742065 605.3675414766185 7.0179522279649964 58.219723774353042 9.2217094749212283 7.4169238442555061 6.6515139341354361 8.2065805848687869 7.1465162932872763 leaf_count=360 12452 82 79 55 64 100 714 607 154 309 6635 139 202 69 6918 41 932 89 123 85 108 48 internal_value=0.000764196 -0.0071342 0.00319543 0.0187332 0.00339715 0.00106506 0.00568893 0.00700761 0.0147583 0.000153593 0.000511683 0.00253551 -0.000950068 0.0382319 -0.000376328 -0.0222295 0.00177549 -0.0084009 -0.019256 -0.0137899 -0.0213456 0 internal_weight=2176.64 78.4265 42.5184 18.0924 12.3923 2098.21 222.313 214.119 99.6029 114.517 1875.9 787.824 1088.07 15.259 1060.73 27.3468 772.565 24.426 35.9081 28.4912 21.8397 16.3682 internal_count=30365 1093 417 201 146 29272 1884 1784 868 916 27388 13592 13796 208 13553 243 13384 216 676 553 468 137 is_linear=0 shrinkage=0.05 Tree=223 num_leaves=14 num_cat=0 split_feature=10 11 9 9 7 11 10 11 7 11 10 10 11 split_gain=2.4951 5.74734 3.13993 3.07283 3.66907 3.5681 2.16552 3.89085 3.60374 2.77885 1.82787 1.62259 1.58373 threshold=32.580000000000005 10895.360000000002 26050.000000000004 12525.000000000002 0.010850000000000002 175.21000000000001 356.14500000000004 866.33500000000015 0.50005000000000011 526.87500000000011 33.285000000000004 8.3750000000000018 40033.145000000011 decision_type=8 8 10 10 10 10 8 8 10 10 10 10 10 left_child=1 3 6 4 11 -6 10 9 -9 -8 -2 -1 -12 right_child=2 -3 -4 -5 5 -7 7 8 -10 -11 12 -13 -14 leaf_value=-0.00097329198802768651 0.026853295495600518 -0.039760063028437362 -0.026538092043872526 0.027705528296210792 0.013546204255390885 -0.0038658414778478256 0.0089936559771115684 -0.031386431176318945 0.0088135474768685565 0.060316907417017153 0.00084541089397353148 -0.025362406347085299 -0.013632119236932383 leaf_weight=10.054750800598411 5.7143792561255387 9.8871361813507956 9.3160063487011922 7.0735912192612878 33.647215096279979 192.56790274148807 5.9248974211513978 5.307000338099896 45.948087843134999 5.0078317783772945 1824.9384546836372 24.228896673303097 18.056046441197395 leaf_count=686 121 121 178 188 793 3480 78 64 454 62 23251 1001 120 internal_value=0.00031252 -0.00410753 0.000955599 -0.00262837 -0.00357397 -0.00120575 0.00110606 0.0102152 0.00403453 0.0360063 0.000791582 -0.0185816 0.000693545 internal_weight=2197.67 277.459 1920.21 267.572 260.499 226.215 1910.9 62.1878 51.2551 10.9327 1848.71 34.2836 1842.99 internal_count=30597 6269 24328 6148 5960 4273 24150 658 518 140 23492 1687 23371 is_linear=0 shrinkage=0.05 Tree=224 num_leaves=11 num_cat=0 split_feature=10 7 8 8 5 10 10 11 11 11 split_gain=3.13736 1.91306 1.94176 4.69151 2.70544 8.68631 3.86463 2.41924 1.66719 0.110575 threshold=562.66500000000008 4.347150000000001 8702.385000000002 7905.6000000000013 68.515000000000015 47.715000000000011 56.665000000000006 18758.400000000005 9799.2400000000016 19812.790000000005 decision_type=10 10 8 8 10 10 10 10 10 10 left_child=1 2 3 7 5 -4 -6 -1 -2 -10 right_child=8 -3 4 -5 6 -7 -8 -9 9 -11 leaf_value=0.0010870029661411156 -0.034058435771520665 0.022524207808810457 0.0023671699214568285 -0.039783001429997938 -0.034806365069516988 0.056196564539034627 0.006665512115348788 -0.0065036142744601391 -0.0094832744017399415 0 leaf_weight=1967.8705261786235 8.4173081731423753 9.2239586152136308 25.651731793070212 6.1850803582929066 5.8470166590996078 9.7713514734059554 30.157593552023172 109.75867943279445 6.5220046043395978 6.486797995865345 leaf_count=27732 105 76 613 170 83 158 462 862 66 46 internal_value=0.000732292 0.000926841 0.000821687 0.000539133 0.00887456 0.0184883 -0.000692845 0.000680658 -0.0178631 -0.00534378 internal_weight=2185.89 2164.47 2155.24 2083.81 71.4277 35.4231 36.0046 2077.63 21.4261 13.0088 internal_count=30373 30156 30080 28764 1316 771 545 28594 217 112 is_linear=0 shrinkage=0.05 Tree=225 num_leaves=14 num_cat=0 split_feature=8 8 8 8 8 5 8 8 10 10 8 5 7 split_gain=2.81967 6.06724 3.00096 2.8795 3.9201 2.52368 2.34498 2.40591 1.90972 6.0923 5.80868 1.31141 1.04246 threshold=1988.3650000000002 1399.8300000000002 1300.3600000000004 885.21000000000015 543.68000000000018 72.555000000000021 2000.1250000000002 2231.5450000000005 62.605000000000011 47.715000000000011 2771.3400000000006 64.055000000000021 0.49215000000000003 decision_type=10 10 8 10 10 8 10 10 10 10 10 8 10 left_child=1 2 3 4 -1 -5 -2 -8 9 -9 -10 -3 -13 right_child=6 11 -4 5 -6 -7 7 8 10 -11 -12 12 -14 leaf_value=-0.00064590477074884635 0.030173576957404108 -0.045459541910081294 0.032530761780259834 -0.029648286578752139 0.019117597163470956 0.0020755707214427945 -0.02414526657488697 0.00046809234166838415 0.040211487835234386 0.027963439129640708 -0.0054990506039431022 8.6697571702505866e-05 -0.028928650479563885 leaf_weight=1951.2874371756334 8.5203476648312044 6.9584516157628968 5.8507423866540185 14.81484854640439 24.40727865207009 9.718955556862058 6.0151272509247056 55.207341183093376 6.8053269986994556 31.104889031266794 62.25344778643921 5.3955927854403871 5.3175793890841305 leaf_count=23954 248 324 155 684 668 238 172 1946 131 607 1147 119 135 internal_value=-0.000236961 -0.000759616 -0.000492776 -0.000608077 -0.000389674 -0.0172961 0.00592712 0.00443832 0.00572423 0.0106408 -0.000413511 -0.0291347 -0.0151287 internal_weight=2193.66 2023.75 2006.08 2000.23 1975.69 24.5338 169.906 161.386 155.371 86.3122 69.0588 17.6716 10.7132 internal_count=30528 26277 25699 25544 24622 922 4251 4003 3831 2553 1278 578 254 is_linear=0 shrinkage=0.05 Tree=226 num_leaves=17 num_cat=0 split_feature=2 10 7 5 10 5 10 11 4 10 7 11 2 0 0 5 split_gain=2.25474 1.83233 4.7418 3.45624 5.51802 4.46291 3.49008 3.42959 3.31777 2.98914 2.94078 4.41232 3.64803 2.89521 2.77464 2.06536 threshold=21.500000000000004 32.580000000000005 0.045650000000000003 33.910000000000004 38.975000000000001 23.555000000000003 44.945000000000007 485.69500000000005 2.5000000000000004 42.035000000000004 0.010850000000000002 175.21000000000001 1.0000000180025095e-35 1.5000000000000002 17.500000000000004 36.615000000000002 decision_type=10 8 8 8 10 10 10 10 10 8 10 10 10 8 10 10 left_child=1 2 10 4 5 -3 -6 8 -4 15 12 -12 -1 -9 -11 -5 right_child=-2 3 7 9 6 -7 -8 13 -10 14 11 -13 -14 -15 -16 -17 leaf_value=0.0056383824769304361 -0.022864329581397568 0.00010597549447687576 -0.022869318831879024 0.010944015530492316 -0.011043767312896455 0.035094405508928943 0.0054846144835363278 -0.0068950551358842637 0.015478678386599288 3.5719811551827769e-05 0.041163902330517581 0.0045209813561641523 -0.029837210773024276 0.011539139847835661 0.031875042162345012 -0.016651952332298044 leaf_weight=29.056680340087041 9.7135503739118558 14.389161012368275 47.290325147332624 7.1332003818824878 36.797988546313718 25.327944888966158 201.93961381167173 121.11217331304215 5.52194095251616 1570.998989040032 11.491155958734451 25.973797000246122 8.5207326138624904 24.699317224090919 5.8742516599595538 41.108220871537924 leaf_count=1094 74 268 913 122 651 415 2422 1783 229 19390 239 563 678 709 34 842 internal_value=1.46428e-05 0.000129461 -0.00368559 0.000682203 0.00581922 0.0228551 0.00288071 -0.00773374 -0.0185537 -0.00019796 0.00692419 0.016668 -0.00284107 -0.00368106 0.000177624 -0.0123306 internal_weight=2186.95 2177.24 273.666 1903.57 278.455 39.7171 238.738 198.624 52.8123 1625.11 75.0424 37.465 37.5774 145.811 1576.87 48.2414 internal_count=30426 30352 6208 24144 3756 683 3073 3634 1142 20388 2574 802 1772 2492 19424 964 is_linear=0 shrinkage=0.05 Tree=227 num_leaves=19 num_cat=0 split_feature=11 7 10 7 11 11 11 2 11 10 7 10 7 3 3 8 10 5 split_gain=1.87694 1.94403 3.81743 2.13794 1.23757 6.2135 8.00679 5.43916 2.65653 4.37199 2.58622 2.2187 4.75338 4.62557 1.88621 2.93315 1.8818 0.599152 threshold=33010.150000000009 1.3237500000000002 107.69500000000001 2.5274500000000004 388.15000000000003 485.69500000000005 470.65500000000003 3.5000000000000004 281.60000000000008 186.29500000000004 0.14615000000000003 68.885000000000005 0.96305000000000007 247.38500000000002 5555.8300000000008 999.95500000000004 16.675000000000004 97.515000000000015 decision_type=8 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 left_child=4 2 17 -3 8 6 7 -6 14 10 -10 12 -7 -13 16 -16 -1 -2 right_child=1 3 -4 -5 5 11 -8 -9 9 -11 -12 13 -14 -15 15 -17 -18 -19 leaf_value=0.010917135473626299 -0.022736326786611957 -0.041372855146814547 0.023402919156397681 -0.006153451942452131 0.00035880679666927041 0.0016261932625302187 0.061760327006392751 0.044843617631759612 -0.034257520712301009 0.024103915933384179 -0.009747746443780847 0.00090210992173961292 0.034340994877267078 -0.0058262852107637507 -0.028080786930117636 0.0052649477286123457 -0.0012005923488370551 -0.0023800925657427676 leaf_weight=36.682374513708055 9.8461420666426474 7.5531471851281848 8.9174668602645379 10.34037735685706 38.556557442294434 634.71270256559364 7.507086841389536 7.4289752945769569 14.481799358036367 6.5099166352301827 43.328933994052932 721.32346334634349 10.326770275831221 393.52283073705621 13.917023579357194 10.95286542503163 211.15796180441976 6.6999854817986479 leaf_count=832 78 69 55 81 604 9427 110 120 305 81 650 7129 76 5324 584 763 4201 41 internal_value=-0.00033437 -0.0105165 -0.00124059 -0.0226877 -0.000121959 0.000393168 0.0170221 0.00845322 -0.00290133 -0.0119634 -0.0164507 -0.000118817 0.00221003 -0.00147152 -0.00070981 -0.013566 0.000609501 -0.0153839 internal_weight=2193.77 43.3571 25.4636 17.8935 2150.41 1813.38 53.4926 45.9855 337.031 64.3206 57.8107 1759.89 645.039 1114.85 272.71 24.8699 247.84 16.5461 internal_count=30530 324 174 150 30206 22790 834 724 7416 1036 955 21956 9503 12453 6380 1347 5033 119 is_linear=0 shrinkage=0.05 Tree=228 num_leaves=17 num_cat=0 split_feature=7 4 1 10 10 10 1 7 3 7 1 10 10 5 7 5 split_gain=2.62987 1.55637 1.84809 1.54754 4.31139 3.38512 4.64932 2.55233 2.34083 1.88774 1.85961 1.7346 1.60718 0.961002 0.933767 0.251417 threshold=2.8880000000000003 1.0000000180025095e-35 1.0000000180025095e-35 131.34500000000006 129.14500000000001 164.72000000000003 10.500000000000002 0.14615000000000003 690.1450000000001 0.21115000000000003 25.500000000000004 118.95500000000001 204.61500000000004 139.98000000000005 6.2646000000000006 573.50000000000011 decision_type=10 10 10 10 10 10 10 10 8 10 8 8 10 10 8 10 left_child=3 2 14 4 10 6 8 12 -5 -9 11 -1 -7 -6 -2 -3 right_child=1 15 -4 5 13 7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-1.7134002293544297e-05 -0.016291776677691383 -0.0041830439067697548 -0.038528213898647946 0.0050300480181555488 -0.039250660520519932 0.039807533302315595 0.045839025743444201 -0.02697092319516093 0.03642704680015528 -0.0010578058118933121 -0.028149816475425721 -0.008164433798595298 0.0035245243243266682 -0.0091681604691720396 0.0057613684855126373 0.0086506460018612001 leaf_weight=1742.7697916381294 15.099045991897588 7.3855318892747146 7.8366573378443709 94.890898223500699 7.46279962453991 5.0185316959395987 7.5631460696458808 6.3413004092872134 5.4677202161401501 186.70646899845451 5.0306941755115977 66.927178133279085 7.3271550498902798 5.7544319331645966 5.831965420395135 5.7576804868876934 leaf_count=26049 142 69 98 885 75 52 44 78 66 1908 40 672 98 45 43 55 internal_value=-0.000327579 -0.0125842 -0.0189259 -7.95834e-05 -0.000638797 0.00315873 0.0102869 -0.000594139 0.00713245 -0.00206938 -0.000420893 -0.000325546 0.0205259 -0.0280713 -0.00993664 0.00129965 internal_weight=2183.17 41.9109 28.7677 2141.26 1827.94 313.315 107.922 205.393 100.359 193.048 1814.73 1809.7 12.3457 13.2172 20.931 13.1432 internal_count=30419 407 283 30012 26881 3131 995 2136 951 1986 26761 26721 150 120 185 124 is_linear=0 shrinkage=0.05 Tree=229 num_leaves=20 num_cat=0 split_feature=10 3 3 5 4 11 10 11 5 0 3 6 4 11 5 5 11 5 10 split_gain=3.2536 4.66669 5.06023 3.55923 14.438 4.50506 6.16171 5.00008 4.4917 3.38354 3.08187 3.04035 4.02924 2.87905 1.97768 5.14101 3.26036 1.64513 1.82306 threshold=118.95500000000001 1588.9850000000001 616.86000000000013 126.59000000000002 1.0000000180025095e-35 2029.8550000000002 96.685000000000016 3505.9950000000003 122.62000000000002 1.5000000000000002 225.66500000000002 1.0000000180025095e-35 8.5000000000000018 7203.1800000000012 49.585000000000008 47.505000000000003 11233.26 124.47500000000001 100.00500000000001 decision_type=8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 8 left_child=3 2 9 8 5 6 -5 -7 14 10 -2 12 -6 -11 15 -1 -16 -10 -19 right_child=1 -3 -4 4 11 7 -8 -9 17 13 -12 -13 -14 -15 16 -17 -18 18 -20 leaf_value=0.002086185589650986 -0.0049825201237584616 -0.042109414806329175 0.036143359199026635 -0.026789233558960165 -0.018843095727037931 0.063032810851284399 0.030527635760208272 0.02302538417552458 -0.042071485701406668 0.01071196874758965 -0.036225246059452466 0.022268835757432087 0.020213776277663596 -0.013481454754332423 -0.0014712544376604324 0.022988183141558247 0.0074974405024374928 -0.025596188703281699 0.0078005953065996602 leaf_weight=578.16297223966103 340.20418942766264 6.7608890384435645 7.1242819838225833 7.3908968083560493 40.971975740045309 11.92674110457301 9.5891377553343755 27.078577414155006 6.2030263561755419 60.450666184537113 7.1769493082538238 6.0461661093868306 6.86875170841813 14.308639544993637 887.72085130773485 30.097755757858977 113.30542833264917 8.0791055243462306 6.4534979723393944 leaf_count=10860 3112 90 91 52 384 77 63 172 66 788 90 130 52 163 12690 417 953 73 58 internal_value=0.000233184 -0.00362121 -0.00290694 0.00120351 0.00987524 0.0274598 0.00519886 0.0366533 0.000610228 -0.00366165 -0.00574448 -0.00847042 -0.0128341 0.00589861 0.000917592 0.00316469 -0.000444635 -0.0219589 -0.0108964 internal_weight=2175.92 436.026 429.265 1739.89 109.872 55.9854 16.98 39.0053 1630.02 422.14 347.381 53.8869 47.8407 74.7593 1609.29 608.261 1001.03 20.7356 14.5326 internal_count=30381 4334 4244 26047 930 364 115 249 25117 4153 3202 566 436 951 24920 11277 13643 197 131 is_linear=0 shrinkage=0.05 Tree=230 num_leaves=17 num_cat=0 split_feature=11 8 8 8 8 10 6 8 10 1 2 10 5 5 10 10 split_gain=1.51529 1.85549 2.95342 2.46521 4.01552 2.92605 1.90431 1.94381 1.61701 1.59443 3.06671 1.75453 1.63593 3.24041 1.34051 1.33677 threshold=83.89500000000001 1399.8300000000002 1100.0900000000004 2231.5450000000005 2915.7250000000004 66.515000000000015 2.5000000000000004 836.0250000000002 71.385000000000005 2.5000000000000004 4.5000000000000009 37.255000000000003 260.69000000000005 151.52500000000003 175.29000000000002 68.02500000000002 decision_type=8 10 10 10 10 10 8 8 10 10 10 10 10 8 10 8 left_child=9 2 6 15 8 -6 7 -2 -5 10 12 -11 13 -1 -14 -3 right_child=1 3 -4 4 5 -7 -8 -9 -10 11 -12 -13 14 -15 -16 -17 leaf_value=-0.0038041424895910534 0.00045018053883163161 -0.034227203788112275 0.028186676146700521 0.0013324922015871756 0.0021037691345817977 -0.016667786261719438 0.028449712652717715 -0.019624759954720298 0.038743727349708067 -0.037823521513589226 0.031311073526188352 -0.0017099822888811051 0.028766727973253393 -0.031179964844242139 -0.001796972654826267 -0.0059910227903567127 leaf_weight=130.01221363747027 1881.1544467648491 9.8019597698003036 8.6270012338645738 5.3453524988144618 43.438809766434133 37.737838111119345 5.0408003362826994 11.128249107161535 6.3661980065517128 6.3597236510831845 5.1723829542752346 6.941583032021299 5.3490082602947933 10.938445794861762 7.3562713209539652 8.4954291004687565 leaf_count=3814 22582 332 224 174 967 627 207 327 109 322 99 247 56 146 93 212 internal_value=-0.000198208 0.000184608 0.000554554 -0.00606089 -0.00259176 -0.00665864 0.000411497 0.000319179 0.02351 -0.00468835 -0.00318931 -0.0207639 -0.00457794 -0.00616855 0.0118658 -0.0223661 internal_weight=2189.27 2017.14 1905.95 111.186 92.8882 81.1766 1897.32 1892.28 11.7116 172.13 158.828 13.3013 153.656 140.951 12.7053 18.2974 internal_count=30538 25761 23340 2421 1877 1594 23116 22909 283 4777 4208 569 4109 3960 149 544 is_linear=0 shrinkage=0.05 Tree=231 num_leaves=11 num_cat=0 split_feature=5 5 8 9 11 11 11 9 9 6 split_gain=2.05414 3.11916 2.57155 1.83703 1.72117 5.1379 5.01432 1.60133 1.64055 1.93375 threshold=124.47500000000001 122.62000000000002 24042.215000000004 10998.000000000002 4292.0750000000016 3976.0000000000005 5287.2100000000009 42099.000000000007 22011.000000000004 5.5000000000000009 decision_type=10 10 10 10 10 8 10 10 10 10 left_child=1 7 3 4 5 -2 -6 8 9 -1 right_child=2 -3 -4 -5 6 -7 -8 -9 -10 -11 leaf_value=-0.00069182631111651188 0.0051196465022241393 -0.025896405852597577 -0.023097470293795781 0.029409023894771749 -0.022643009740935152 0.046433097858367828 0.0030155296609242258 0.024464502585800713 -0.023743117278471164 0.026112069496254393 leaf_weight=1781.0454580620863 157.80011801561341 11.281896762549875 7.9771085488609961 6.0155505826696745 20.350857681594789 6.9789488762617102 174.71473568491638 5.3399424655362955 6.6964310121256849 5.7466247326228759 leaf_count=26407 1451 108 113 96 188 62 1478 78 138 263 internal_value=-7.48316e-05 -0.000774325 0.00329179 0.00394219 0.00342228 0.00716911 0.000211283 -0.000599686 -0.00069069 -0.000588266 internal_weight=2183.95 1810.11 373.837 365.86 359.845 164.779 195.066 1798.83 1793.49 1786.79 internal_count=30382 26994 3388 3275 3179 1513 1666 26886 26808 26670 is_linear=0 shrinkage=0.05 Tree=232 num_leaves=25 num_cat=0 split_feature=5 10 7 5 10 10 5 1 7 2 10 10 10 10 4 5 7 7 10 10 0 10 4 0 split_gain=2.43489 3.35617 3.14868 3.1371 6.42262 5.90555 4.37656 3.31333 3.10007 4.04567 2.56807 3.66694 2.19037 6.35294 5.18511 2.26114 2.10863 3.97702 4.09071 1.92495 1.70821 1.67548 1.35107 1.13966 threshold=1.0000000180025095e-35 131.34500000000006 0.19895000000000004 49.585000000000008 60.965000000000011 72.795000000000016 45.925000000000004 10.500000000000002 0.14265000000000003 5.5000000000000009 105.77500000000002 88.155000000000015 42.035000000000004 44.945000000000007 4.5000000000000009 53.115000000000002 0.10645 0.35235000000000005 159.61500000000004 159.61500000000004 2.5000000000000004 34.785000000000004 1.5000000000000002 1.0000000180025095e-35 decision_type=8 10 8 8 10 10 8 8 10 10 10 10 8 8 10 8 10 10 10 10 10 10 8 10 left_child=1 2 8 4 7 6 -6 20 9 -1 11 -4 14 22 21 -15 -3 19 -19 -18 -2 -5 -14 -10 right_child=3 16 10 12 5 -7 -8 -9 23 -11 -12 -13 13 15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.01485461168739291 0.00258779648731013 0.026517931142169656 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162 199 59 130 96 122 58 108 812 159 15832 97 137 789 331 1335 276 126 115 internal_value=-3.55889e-05 -0.00448591 -0.0101236 0.000584805 0.00404666 0.0222571 0.0310176 0.00222371 -0.00291542 -0.00965212 -0.0184685 -0.012938 -0.000587365 -0.000253067 -0.0120971 -0.000629239 0.000992289 -0.000470807 0.0051157 -0.0139315 0.00170234 -0.0206628 0.0301312 0.0125933 internal_weight=2195.74 268.869 132.538 1926.87 487.859 43.1232 35.0708 444.736 72.1578 50.7939 60.3802 49.3518 1439.01 1399.81 39.201 1383.82 136.331 129.684 91.8235 37.8604 439.689 32.1671 15.9886 21.3639 internal_count=30525 3086 1667 27439 9752 665 503 9087 1002 757 665 543 17687 16878 809 16644 1419 1354 926 428 9028 650 234 245 is_linear=0 shrinkage=0.05 Tree=233 num_leaves=18 num_cat=0 split_feature=9 3 3 1 2 3 3 10 3 1 11 4 9 0 10 11 8 split_gain=2.66387 2.54377 3.60453 4.04987 3.89971 2.99511 2.98413 3.71174 2.415 6.32997 2.86168 2.5546 4.77406 2.88632 2.44071 1.87997 2.73722 threshold=17501.500000000004 247.38500000000002 2086.1300000000006 2.5000000000000004 4.5000000000000009 1080.1550000000004 2166.6900000000005 108.96000000000002 185.59500000000006 1.0000000180025095e-35 800.03000000000009 1.0000000180025095e-35 344.50000000000006 7.5000000000000009 81.77500000000002 14230.710000000001 33969.735000000008 decision_type=10 10 10 10 10 10 10 10 8 8 8 10 10 10 10 10 8 left_child=1 8 3 4 -3 -5 -4 -8 11 14 -11 13 -13 -1 -10 16 -2 right_child=15 2 6 5 -6 -7 7 -9 9 10 -12 12 -14 -15 -16 -17 -18 leaf_value=0.0033793538723213565 -0.043050772820522776 -0.0042204804103821228 0.026454091861341397 -0.010893728401245041 0.027949916368107328 -0.038873189636223465 0.0006745480670591374 -0.030043564670522743 0.012162272997049108 0.014753824683876277 0.065097120270175432 -0.0060162167623808507 0.0080775698914589897 -0.012756112854873231 -0.024785558221899779 0.0033238344044868732 0 leaf_weight=708.49447586410679 8.8914506083820015 406.31224785163067 9.9918569074943644 42.103020779555663 8.6202464755624515 12.347807969199492 584.1434803751763 9.0003835652023536 8.5209000464528817 6.8424000837840113 5.617976490408183 245.05646236753091 78.330880317837 27.759202636778355 7.3600718080997458 6.7765360595658413 5.6506666098721334 leaf_count=6461 251 6204 164 894 154 303 10240 123 114 126 86 2742 1848 305 91 69 93 internal_value=-0.000363717 -0.000183761 -0.00191292 -0.0051949 -0.00347453 -0.0179154 0.00063734 0.000150233 0.00151642 0.0156811 0.0409733 0.00111843 -0.00257263 0.00274773 -0.00511897 -0.0175516 -0.0271891 internal_weight=2181.82 2160.5 1072.52 469.383 414.932 54.4508 603.136 593.144 1087.98 28.3413 12.4604 1059.64 323.387 736.254 15.881 21.3187 14.5421 internal_count=30268 29855 18082 7555 6358 1197 10527 10363 11773 417 212 11356 4590 6766 205 413 344 is_linear=0 shrinkage=0.05 Tree=234 num_leaves=8 num_cat=0 split_feature=4 4 4 10 1 7 7 split_gain=1.85125 2.68465 1.56024 1.29491 3.8878 1.50086 1.59634 threshold=17.500000000000004 26.500000000000004 15.500000000000002 562.66500000000008 1.0000000180025095e-35 4.347150000000001 2.8880000000000003 decision_type=10 10 10 10 10 10 10 left_child=2 -2 3 5 -5 6 -1 right_child=1 -3 -4 4 -6 -7 -8 leaf_value=0.00031005971907927649 -0.03191595799223939 0.0036032022872876054 0.024404712449946023 -0.026993769111157424 0.014954004462407775 0.019482878578496898 -0.014651136345367114 leaf_weight=2112.1739239745075 9.9044705973938125 9.5948611986823362 5.6530978353694072 13.923689934425058 7.7956739841029039 9.1273316033184511 16.972789551131427 leaf_count=29521 218 168 97 136 92 77 181 internal_value=8.02314e-05 -0.0148713 0.000223963 0.0001471 -0.011722 0.00027542 0.000181625 internal_weight=2185.15 19.4993 2165.65 2159.99 21.7194 2138.27 2129.15 internal_count=30490 386 30104 30007 228 29779 29702 is_linear=0 shrinkage=0.05 Tree=235 num_leaves=21 num_cat=0 split_feature=11 10 7 7 7 7 3 11 11 7 7 5 5 10 7 11 11 0 1 5 split_gain=2.58397 3.77265 4.1345 6.79965 3.04334 5.58655 2.78116 2.74494 2.35778 3.69398 6.79395 2.89241 2.8394 4.22359 3.56101 2.51078 1.83718 1.39341 3.11086 2.5092 threshold=17792.005000000001 41.555000000000007 0.61695000000000011 0.48395000000000005 0.74975000000000014 0.83785000000000009 29032.515000000003 23828.375000000004 12863.275000000003 0.74975000000000014 0.61165000000000014 68.515000000000015 125.45500000000001 129.14500000000001 0.96305000000000007 12385.975000000002 26263.760000000006 13.500000000000002 14.500000000000002 101.90500000000002 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 left_child=8 -2 3 6 16 -6 -3 -5 15 10 11 -10 14 -14 -11 17 -4 18 -1 -19 right_child=1 2 4 7 5 -7 -8 -9 9 12 -12 -13 13 -15 -16 -17 -18 19 -20 -21 leaf_value=-9.8245440002812335e-05 -0.03973889081455876 -0.028560453882268213 -0.009690826747418585 0.051446934761362396 0.031347057942038181 -0.010378982667835698 0.0097347925230826665 0.01114454709844581 0.015294060827007259 0.0046805696667274656 0.055758825064695185 -0.018221122470524626 0.041527497381465939 -0.002266616182730673 -0.038469664034542946 -0.023517408901713728 -0.047973834691331707 -0.024198421177323435 0.015278812116593973 0.010358500810323181 leaf_weight=1900.4281795752468 7.2118698079138985 9.8434311514720338 6.9445285648107511 7.7771366573870209 7.9277841188013545 76.735155403614044 7.474620875902473 10.334868334233759 27.127725957892835 8.8728054091334361 8.6456930730491859 7.3214386440813533 6.1137626152485636 23.172892648726702 8.5045092143118364 10.394330742768942 6.8320769555866718 14.08610710501671 32.46252035163343 7.1142459474503985 leaf_count=28060 86 89 59 58 63 592 73 74 292 73 72 62 44 214 68 99 48 151 211 41 internal_value=-0.000201355 -0.00672376 -0.00462663 0.00976348 -0.00990226 -0.00609309 -0.0121298 0.030498 0.000247213 0.00812698 0.0185145 0.007717 -0.00154831 0.00777986 -0.0171094 -0.000114228 -0.0309762 1.96678e-05 0.000165191 -0.0124326 internal_weight=2195.33 141.081 133.87 35.4301 98.4395 84.6629 17.3181 18.112 2054.24 89.7588 43.0949 34.4492 46.664 29.2867 17.3773 1964.49 13.7766 1954.09 1932.89 21.2004 internal_count=30529 1142 1056 294 762 655 162 132 29387 825 426 354 399 258 141 28562 107 28463 28271 192 is_linear=0 shrinkage=0.05 Tree=236 num_leaves=17 num_cat=0 split_feature=11 5 10 10 3 10 5 5 10 7 11 5 9 11 10 5 split_gain=2.49223 1.62341 4.7097 10.0935 7.66945 4.34295 3.77254 6.17037 4.07953 3.8086 3.52907 3.56313 2.74193 1.9028 1.01792 0.960831 threshold=50723.840000000004 40.465000000000011 42.035000000000004 44.945000000000007 4170.2400000000007 71.00500000000001 35.305000000000007 33.910000000000004 31.435000000000006 0.27925000000000005 1081.0300000000002 64.055000000000021 1194.0000000000002 1233.6450000000002 36.07500000000001 129.72500000000002 decision_type=8 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 left_child=1 6 10 4 -4 -5 7 12 -8 -10 11 -3 -1 -9 -12 -2 right_child=15 2 3 5 -6 -7 8 13 9 -11 14 -13 -14 -15 -16 -17 leaf_value=-0.00044222246795842058 0.0040209868194598635 -0.01853313715260602 0.048056835859664658 -0.0063928871780374432 -0.01227648659965171 -0.00047196231266954415 0.051202456411362007 -0.0086813521827110354 -0.0049999937050384377 0.019173416903769905 -0.017298899092469507 0.013529656608415933 0.015614082748539568 -0.041662480914991466 -0.043336184143538431 0.031050629214188094 leaf_weight=499.96529181324877 6.9927076706662756 21.327795513672754 16.393302387325097 443.90970542072318 6.8911005137488237 1026.728446593741 5.0612913889344782 8.9638220631750318 29.902122678700835 33.335312839830294 10.034651719266551 13.098948610015212 27.062718033557758 10.271121461875735 10.72422779817134 6.9863887876272202 leaf_count=7875 58 572 244 6098 108 11883 128 172 511 418 160 288 1457 165 188 49 internal_value=-0.00127028 -0.00141251 -0.00227554 -0.00173609 0.0302248 -0.00226571 0.000754954 -0.000629399 0.0117487 0.00776517 -0.0164993 -0.00615496 0.000400804 -0.0277284 -0.0323533 0.0190346 internal_weight=2177.65 2163.67 1549.11 1493.92 23.2844 1470.64 614.562 546.263 68.2987 63.2374 55.1856 34.4267 527.028 19.2349 20.7589 13.9791 internal_count=30374 30267 19541 18333 352 17981 10726 9669 1057 929 1208 860 9332 337 348 107 is_linear=0 shrinkage=0.05 Tree=237 num_leaves=9 num_cat=0 split_feature=7 1 1 10 10 4 4 4 split_gain=1.5835 1.21336 1.88254 2.42914 1.2746 1.06162 1.26736 0.988439 threshold=6.2646000000000006 21.500000000000004 16.500000000000004 86.765000000000015 105.77500000000002 26.500000000000004 17.500000000000004 34.500000000000007 decision_type=10 10 8 8 10 10 10 8 left_child=1 2 5 -4 -3 6 -1 -7 right_child=-2 4 3 -5 -6 7 -8 -9 leaf_value=-0.0007011395244120042 0.01674967437222025 -0.026636781277997013 0.03385183955114434 -0.00077954364549443519 0.00039250730235415235 0.027884824996232654 -0.017854953372419619 -0.00050565060270207809 leaf_weight=2131.0615341761149 12.106120072305201 8.1754258684813959 8.0633365483954531 10.759025789797308 7.5805517882108679 5.2519139808136943 9.851453625597058 5.2904712997842589 leaf_count=29903 104 65 59 64 44 78 214 95 internal_value=-0.000564466 -0.000670252 -0.000564105 0.0147633 -0.0140867 -0.000707319 -0.000790707 0.014395 internal_weight=2198.14 2186.03 2170.28 18.8224 15.756 2151.46 2140.91 10.5424 internal_count=30626 30522 30413 123 109 30290 30117 173 is_linear=0 shrinkage=0.05 Tree=238 num_leaves=21 num_cat=0 split_feature=10 10 8 7 5 5 10 10 7 7 5 7 10 10 9 9 5 11 11 5 split_gain=2.54554 4.38452 3.28312 3.41585 1.98849 4.21962 4.49576 3.5405 3.19711 6.68291 2.2653 5.14561 7.39972 6.1835 3.19268 3.75177 2.82231 1.63073 1.20739 0.387065 threshold=164.72000000000003 169.28500000000003 4597.2250000000013 0.14615000000000003 100.91500000000002 104.01500000000001 85.450000000000003 100.00500000000001 1.3237500000000002 1.2213500000000004 68.515000000000015 0.44715000000000005 60.105000000000011 73.325000000000003 1557.5000000000002 7450.0000000000009 75.670000000000016 2406.3550000000005 10000.210000000001 142.69500000000002 decision_type=8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=4 19 3 -3 10 6 -6 -8 9 -7 11 13 -13 -1 16 -16 -12 -5 -10 -2 right_child=1 2 -4 17 5 8 7 -9 18 -11 14 12 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=0.00077939160448925633 -0.042661916928120935 0.026568039059186505 -0.032781414084912606 0.0018816521833714397 0.050035190229311535 0.001888764678495242 -0.012326263673895929 0.02660943894658991 -0.0042506091916398687 0.029988145760502079 -0.01116634630589026 -0.0084484741304785265 0.013659404923521613 -0.0131960624862212 0.023472835828070186 -0.012755338264721859 -0.0019994686783221726 -0.0068965989885658528 -0.021877422730948736 -0.016329390774109193 leaf_weight=692.79515288874973 6.4995568022131902 8.9055620767176134 8.1231735553592426 85.989686367101967 8.5321019804105145 335.68542548781261 10.309902014210826 11.020833590067921 31.287683006376028 21.651262879371643 108.50456478120759 49.394132484681904 150.55331106251106 88.291843213373795 21.547323258360851 9.5031471608672273 371.97801991272718 132.14208871591836 14.266169695183633 5.0914380708709359 leaf_count=12963 71 89 132 964 83 3204 112 135 259 149 1520 651 1812 1237 567 190 4802 1248 106 58 internal_value=-0.000131118 -0.00490353 -0.00332588 -0.00211093 0.000480153 0.00346133 0.0213007 0.00785728 0.0020772 0.00368421 -0.000382596 0.00102014 0.00815823 -0.000808814 -0.0030793 0.012177 -0.00409885 -0.00342051 -0.0102296 -0.0337078 internal_weight=2172.07 246.752 235.161 227.037 1925.32 432.753 29.8628 21.3307 402.891 357.337 1492.57 981.034 199.947 781.087 511.533 31.0505 480.483 218.132 45.5539 11.591 internal_count=30352 2562 2433 2301 27790 4048 330 247 3718 3353 23742 16663 2463 14200 7079 757 6322 2212 365 129 is_linear=0 shrinkage=0.05 Tree=239 num_leaves=22 num_cat=0 split_feature=11 1 0 10 10 3 0 3 10 10 11 10 2 4 10 11 3 8 8 4 0 split_gain=2.16386 5.10863 3.81989 2.90619 5.15478 2.48095 2.42883 4.31123 3.48046 3.16847 2.27329 4.42023 2.41465 3.16089 2.09319 1.72003 2.11404 1.64283 5.91813 1.97705 0.225077 threshold=750.32500000000016 4.5000000000000009 9.5000000000000018 76.745000000000019 75.295000000000016 43.500000000000007 6.5000000000000009 287.10500000000008 62.605000000000011 25.645000000000003 842.46000000000015 33.285000000000004 1.0000000180025095e-35 1.0000000180025095e-35 63.375000000000007 866.33500000000015 142.09500000000003 1338.2950000000003 5415.6600000000008 17.500000000000004 10.500000000000002 decision_type=8 10 10 8 8 10 10 10 10 8 10 8 8 10 10 10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 7 9 -9 -3 11 -2 14 -14 -13 16 -12 19 -19 -17 -8 right_child=10 6 -4 5 -6 -7 20 8 -10 -11 15 12 13 -15 -16 17 -18 18 -20 -21 -22 leaf_value=-0.0023209996831751786 0.046721422752820103 -0.0032342914960120403 0.027645315566302182 -0.0051225024268335383 0.044095692260823174 -0.018666647034122543 -0.00050674060700723526 0.014931828196650452 -0.028849773126633518 0.033511326577721885 0.0055041872429527107 -0.021585387525334357 0.034107394362575955 -0.0071720833653572099 0.0062658045806410698 0.0021896951615559966 -0.031238069326596136 -0.016034416696385577 0.0083042726106963161 -0.020265041853306694 -0.015291484230683567 leaf_weight=330.41693817998748 6.8614969365298748 6.8795469393953699 8.6318148672580701 102.46489788871258 5.0852593013551077 51.567983134882525 5.7174796350300294 9.1990956077352184 7.1382820112630716 27.419921826571223 6.2186230295337719 9.399238822981717 11.650946397334339 6.5744289131835094 17.966834746301174 1447.9574237910565 7.8256403030827641 52.117107257479802 45.995118092512712 8.8367589509580267 5.3167821825481951 leaf_count=7449 122 106 100 1425 92 940 114 218 126 324 79 125 161 148 198 16363 132 1306 751 133 74 internal_value=0.000869931 -0.00180349 -0.00349758 -0.00411215 -0.00147365 -0.00978029 0.0116387 0.016256 -0.00446991 0.0261167 0.00179663 0.0119514 0.00572073 0.0193581 -0.00354752 0.00144656 -0.0153523 0.00161127 -0.0046053 0.00203625 -0.00872484 internal_weight=2181.24 559.838 498.167 489.535 335.502 154.033 61.6711 50.6368 16.3374 34.2995 1621.4 52.4529 45.5914 18.2254 27.3661 1568.95 14.0443 1554.91 98.1122 1456.79 11.0343 internal_count=30486 10968 10006 9906 7541 2365 962 774 344 430 19518 754 632 309 323 18764 211 18553 2057 16496 188 is_linear=0 shrinkage=0.05 Tree=240 num_leaves=19 num_cat=0 split_feature=10 10 7 0 2 1 7 7 11 11 2 10 11 11 11 7 8 11 split_gain=1.95333 2.073 3.0412 4.2712 2.70476 2.40947 2.13677 1.70733 4.31704 6.81049 1.77375 1.65095 1.58954 3.2386 1.98907 1.19839 1.144 0.0665545 threshold=248.56500000000003 204.61500000000004 0.57015000000000016 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.3237500000000002 0.21570000000000003 637.40500000000009 866.33500000000015 2.5000000000000004 219.88500000000002 3717.1150000000002 5700.5850000000009 2566.7650000000008 1.2747000000000002 2606.1650000000004 347.55000000000001 decision_type=10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 left_child=1 6 4 5 11 -4 15 -2 17 -10 -11 -3 14 -14 -8 16 -1 -9 right_child=7 2 3 -5 -6 -7 12 8 9 10 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=-0.00014151588227516351 0.016375453733816589 0.02482338769967958 0.018147119813761641 0.05382487847780925 -0.029127730231067087 -0.013529904819108178 -0.0087148040461000904 -0.021482764651332132 0.04551352895046093 -0.0048588866875025746 -0.024437761759216969 -0.0069390891112201258 0.023470990018139057 -0.0095121761280115465 -0.043632558522483135 0.014899986764474175 0.0045022534558010665 -0.045469364280024654 leaf_weight=1800.7699843236478 6.63116272073239 6.2608180781826386 20.4338453412056 6.0888259233906856 6.6393424142152062 7.3268851414322844 14.279215984046461 5.0164366979151946 5.3596206167712799 78.426733268424869 13.045360244810579 8.2648283382877707 8.0844295313581807 39.545645266771317 5.4970295764505854 12.974188084714113 142.05758404231165 5.375741551630199 leaf_count=24678 92 63 167 69 77 82 136 63 64 765 165 91 74 323 44 91 3457 73 internal_value=-8.4078e-05 0.000264287 0.0097526 0.018877 -0.00480795 0.00943302 0 -0.00643333 -0.0080284 -0.00449459 -0.00793929 0.00714615 -0.00868478 -0.00344348 -0.0202942 0.000305252 0.000197601 -0.0372317 internal_weight=2192.08 2078.22 55.0145 33.8496 21.165 27.7607 2023.21 113.855 107.224 96.8317 91.4721 14.5256 67.4063 47.6301 19.7762 1955.8 1942.83 10.3922 internal_count=30574 29352 549 318 231 249 28803 1222 1130 994 930 154 577 397 180 28226 28135 136 is_linear=0 shrinkage=0.05 Tree=241 num_leaves=24 num_cat=0 split_feature=5 0 5 8 11 3 11 8 5 11 5 3 0 11 5 11 4 8 8 8 4 11 2 split_gain=2.81623 4.16976 3.19079 4.84987 7.26072 5.67735 3.65993 2.63516 2.37207 4.48504 2.24159 4.07369 2.06238 2.20532 1.72745 3.13277 2.44671 1.20117 3.61258 3.31905 1.17242 1.15836 0.774111 threshold=23.555000000000003 5.5000000000000009 40.465000000000011 7001.0500000000011 1017.2850000000001 827.98000000000013 10895.360000000002 11999.505000000003 43.865000000000002 526.87500000000011 15.320000000000002 730.82000000000005 7.5000000000000009 1580.7600000000002 2.6050000000000004 108.35500000000002 1.0000000180025095e-35 2231.5450000000005 2499.8500000000004 1399.8300000000002 1.0000000180025095e-35 1313.4200000000003 8.5000000000000018 decision_type=8 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 left_child=1 10 3 4 5 -2 -6 -5 9 -4 14 -12 -3 22 16 -16 -1 19 -19 -10 -13 -11 -14 right_child=2 12 8 7 6 -7 -8 -9 17 21 11 20 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.0011702790150359826 0.0079798707541959678 -0.039689226304966511 0.019309324425767108 0.060840221251539643 0.016650854734038208 -0.017919924223537994 -0.010377961536223973 0.010771603283380818 5.7341584971445332e-05 -0.032298967465118671 0.027118568206099675 -0.010049454071339295 -0.0095345477790696187 0.0084914510934782726 0.025001455733645084 0.00019333887736962521 -0.018083723188728962 0.040764545938754719 0.0027628846280772935 -0.018645219341616347 -0.026445902291835268 -0.012080016976225183 -0.03718230194609607 leaf_weight=222.75755863962695 36.894545072456822 9.8558598391246068 9.0766453284304571 5.0980996586149532 92.750299829756841 46.735803682589903 13.528589621651916 6.0666301788296559 1369.1103432863019 10.151304584927855 5.3540597506798795 42.355306848883629 6.9120019148103911 7.8184263254515818 15.622468606219625 56.140333440154791 22.795768654206768 5.6434035347774616 121.80138170556165 23.132359474431723 16.12508169549983 30.987295659724623 5.3076390065252781 leaf_count=2524 711 198 184 165 1448 1097 175 118 15962 159 70 710 107 81 720 1289 513 113 2318 587 703 427 83 internal_value=-0.000298538 -0.00402326 0.000564933 0.00647954 0.00446399 -0.00647555 0.013099 0.0371672 -0.000193072 -0.0107782 -0.00256918 -0.0110477 -0.0217178 -0.0111744 -0.000818499 0.00593206 -0.00282768 0.000160265 0.00478884 -0.000262976 -0.0150232 -0.017836 -0.0238259 internal_weight=2182.02 411.045 1770.98 201.074 189.909 83.6303 106.279 11.1647 1569.9 50.2152 381.151 63.8344 29.8939 20.0381 317.316 71.7628 245.553 1519.69 127.445 1392.24 58.4804 41.1386 12.2196 internal_count=30462 6998 23464 3714 3431 1808 1623 283 19750 770 6529 1483 469 271 5046 2009 3037 18980 2431 16549 1413 586 190 is_linear=0 shrinkage=0.05 Tree=242 num_leaves=18 num_cat=0 split_feature=9 10 11 3 9 4 6 9 10 7 4 9 3 3 6 5 11 split_gain=2.28483 3.8847 5.00618 2.72195 2.28328 1.94421 1.87701 2.34199 1.8421 3.21569 1.79068 1.68334 1.29614 1.99595 0.885076 0.741536 0.354079 threshold=3500.5000000000005 19.005000000000006 1717.9800000000002 11051.620000000001 5497.0000000000009 16.500000000000004 1.5000000000000002 2667.5000000000005 55.905000000000008 0.59435000000000016 4.5000000000000009 9714.0000000000018 74.075000000000017 1971.4800000000002 3.5000000000000004 44.255000000000003 1091.0600000000002 decision_type=10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=5 11 14 4 -4 6 7 10 -7 -10 -1 -2 16 -14 15 -3 -8 right_child=1 2 3 -5 -6 8 12 -9 9 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=0.00086434708321670741 -0.001598084825452667 -0.014898538801536921 -0.018259718719298372 -0.03003237795355547 0.010629242065589718 -0.037416707672474091 -0.034390781760416357 0.025339173188567817 0.017882950053812362 -0.030541281766192127 0.0072005678537311602 0.035403010868064959 0.016975543483907264 -0.020761357647922168 -0.0078169471800612796 -0.039550010346296613 -0.010911784066970555 leaf_weight=1942.0251818569377 5.0149498806567845 6.9561643118504497 7.7673632251098743 5.8535646360833189 29.514252313878387 5.2122374998871264 5.1393383294343957 9.1509669937659037 6.8739347597584111 5.0438914345577359 117.68179822713137 5.7922511612996459 6.2445279408711922 5.7605006103403866 5.7670401667710385 14.539754337398334 5.1412520734593281 leaf_count=24864 315 281 215 212 447 123 229 288 101 73 1622 185 335 499 187 471 141 internal_value=0.000729404 -0.00744175 -0.0118015 -0.000941994 0.00416006 0.00104989 0.0011929 0.00135335 -0.0152355 -0.00300198 0.00123211 0.0191285 -0.0129061 -0.000951737 -0.0281651 -0.0328118 -0.0251005 internal_weight=2189.48 81.2053 70.3981 43.1352 37.2816 2108.27 2091.14 2068.86 17.1301 11.9178 2059.71 10.8072 22.2856 12.005 27.263 21.4959 10.2806 internal_count=30588 2313 1813 874 662 28275 27978 26774 297 174 26486 500 1204 834 939 752 370 is_linear=0 shrinkage=0.05 Tree=243 num_leaves=11 num_cat=0 split_feature=10 7 5 10 7 2 10 10 11 11 split_gain=1.4068 2.17252 2.08168 4.51495 5.43547 2.65635 2.19448 1.48131 0.523258 1.47575 threshold=562.66500000000008 4.347150000000001 336.77500000000003 356.14500000000004 1.7184000000000001 1.0000000180025095e-35 385.43000000000006 248.56500000000003 12863.275000000003 7722.1950000000006 decision_type=10 10 10 8 10 8 10 10 10 10 left_child=1 2 3 7 -5 6 -4 -1 9 -2 right_child=8 -3 5 4 -6 -7 -8 -9 -10 -11 leaf_value=0.00091881244914850775 -0.021400247323258154 0.02414360476029952 0.0088964386420571119 0.0083146450098547705 0.062341337161974666 -0.03751356664836835 -0.02574919343656977 -0.0083197703939741005 -0.020049379990406735 0.011789388593951497 leaf_weight=2061.9059288742719 5.2099652187898773 9.0428449399769288 12.829454075545078 20.997129209339622 5.2612691074609748 6.8724904097616664 5.7925528418272725 43.238547902554274 9.4640241190791112 6.1731419079005718 leaf_count=29156 75 76 119 233 51 105 59 471 79 67 internal_value=0.000794297 0.000923366 0.000812554 0.000987432 0.0212131 -0.0131044 -0.00238864 0.000722823 -0.0118151 -0.00349895 internal_weight=2186.79 2165.94 2156.9 2131.4 26.2584 25.4945 18.622 2105.14 20.8471 11.3831 internal_count=30491 30270 30194 29911 284 283 178 29627 221 142 is_linear=0 shrinkage=0.05 Tree=244 num_leaves=18 num_cat=0 split_feature=10 11 11 7 11 8 8 10 4 3 3 11 11 10 7 11 7 split_gain=2.19075 1.61992 3.22011 5.1115 10.0664 2.54193 4.10143 3.86954 2.42833 5.27415 3.29691 2.91441 3.91231 3.68056 1.06666 1.33365 1.02577 threshold=562.66500000000008 356.45500000000004 507.04500000000007 0.48395000000000005 470.65500000000003 280.04000000000002 200.00500000000002 77.245000000000019 4.5000000000000009 690.1450000000001 0.51500000000000012 281.60000000000008 213.25500000000002 125.37500000000001 4.347150000000001 17792.005000000001 0.074450000000000002 decision_type=8 10 10 10 10 10 10 10 10 10 8 8 10 10 8 10 10 left_child=1 8 3 4 -3 6 -4 -7 11 10 -10 12 -1 -13 -2 -16 -11 right_child=14 2 5 -5 -6 7 -8 -9 9 16 -12 13 -14 -15 15 -17 -18 leaf_value=-0.0061543974535927829 0 0.0050298631324839881 0.00015761635331741099 -0.026972459874772599 0.050779401359577862 0 0.038419394110914815 -0.01600150605923677 0.0094928127784290675 -0.0017199141246240263 0.050810844279769167 -0.026879288055117762 0.011697193290620944 0.015844575236913169 -0.034971829757733768 -0.0037027947924257194 -0.031165443917059318 leaf_weight=199.95560835325159 7.8750281482934978 71.560265744337812 1606.8914974150248 7.8571215076372019 13.612840558402238 95.456468961434439 6.0369374039582899 61.397896804381162 21.523744367994372 5.8433734325226379 5.6960837235674253 26.702986164484173 35.125535511877388 5.3067239150404921 8.5587417660281044 6.3130261972546569 6.2612822691444308 leaf_count=4752 100 1083 18223 126 226 2360 131 1156 378 392 156 497 564 67 107 47 197 internal_value=-0.000505852 -0.00033799 0.000214298 0.00923215 0.0129043 -0.000261856 0.000327638 -0.00631896 -0.00370159 0.00771185 0.0198104 -0.00542317 -0.00342761 -0.0193794 -0.0156149 -0.0230828 -0.0185485 internal_weight=2191.98 2169.23 1862.81 93.0302 85.1731 1769.78 1612.93 156.854 306.415 39.3245 27.2198 267.091 235.081 32.0097 22.7468 14.8718 12.1047 internal_count=30562 30308 23305 1435 1309 21870 18354 3516 7003 1123 534 5880 5316 564 254 154 589 is_linear=0 shrinkage=0.05 Tree=245 num_leaves=22 num_cat=0 split_feature=11 11 11 1 4 6 7 7 7 3 2 3 8 7 11 1 7 3 11 2 7 split_gain=1.69788 4.48716 3.28682 3.81746 2.88143 3.66264 3.52475 2.19327 2.1828 2.08315 4.62962 4.24335 2.51849 2.25567 1.9522 1.75574 1.23484 1.57309 0.910051 0.882089 0.717438 threshold=3558.8500000000008 3717.1150000000002 3382.9450000000006 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 0.37695000000000006 1.2213500000000004 0.33415000000000006 5964.1100000000015 2.5000000000000004 4990.920000000001 26664.710000000003 0.17125000000000004 1909.4350000000002 3.5000000000000004 0.5192500000000001 4170.2400000000007 1031.1400000000003 1.0000000180025095e-35 0.50465000000000015 decision_type=8 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 8 10 10 left_child=2 19 9 16 7 6 -6 8 -3 11 13 12 -1 -11 -13 -9 17 -4 -12 20 -2 right_child=1 4 3 -5 5 -7 -8 15 -10 10 18 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.0010697547454971122 -0.014034238703247964 0.0038411915119954589 0.058431830087649295 -0.00781708764274942 -0.0051977586646862074 -0.016172693596774791 0.042546269783980697 0.0025310504667719843 -0.0041326985545315055 -0.0037679727018777123 0.038369411341181624 0.03320092228769092 0.022669184656545466 -0.020200741342351877 0.0023204196522256452 0.023279829664184303 0.013777045176125633 0.015539360406275168 0.0073021673087373803 -0.0049608044102758507 -0.039557418169856029 leaf_weight=1239.1454923775746 7.4506393056362894 103.38499833759852 5.4195365607738539 9.489410416223107 5.0661197411827805 5.4571138669271013 11.4333298522979 133.94468831643462 472.07476170361042 71.355919050285593 5.0368673421908143 14.453972333110871 12.676600585225968 29.563130317255855 8.435710989404468 10.188762826845048 10.145366112701593 5.2837528977543124 5.6240406341385105 6.0586418942548326 8.2737140338867885 leaf_count=17928 84 1330 52 178 74 158 106 1178 4939 2264 268 361 157 570 126 86 97 70 209 126 87 internal_value=0.000477508 -0.0014189 0.00150317 0.0175283 -0.000739419 0.0166851 0.0281415 -0.00130044 -0.00268729 0.00113649 -0.00537424 0.00171408 0.00131039 -0.0087818 0.0226031 0.00418253 0.0291231 0.0408219 0.0244407 -0.0232831 -0.029325 internal_weight=2179.96 763.333 1416.63 30.3381 741.55 21.9566 16.4994 719.593 575.46 1386.29 111.58 1274.71 1251.82 100.919 22.8897 144.133 20.8487 10.7033 10.6609 21.783 15.7244 internal_count=30448 8168 22280 397 7871 338 180 7533 6269 21883 3311 18572 18085 2834 487 1264 219 122 477 297 171 is_linear=0 shrinkage=0.05 Tree=246 num_leaves=19 num_cat=0 split_feature=3 11 11 2 10 11 10 5 5 3 4 11 5 0 2 11 10 10 split_gain=2.87436 2.37159 4.83762 4.05293 2.98264 2.79334 4.69438 2.69055 8.18405 2.60815 2.23328 2.16276 6.74074 1.78117 3.90843 2.42456 1.71499 1.60563 threshold=44902.67500000001 1697.9900000000002 1031.1400000000003 8.5000000000000018 1.9700000000000002 2161.6900000000001 192.17000000000004 14.695000000000002 16.675000000000004 10467.485000000002 1.5000000000000002 8541.9450000000015 7.6850000000000014 2.5000000000000004 1.5000000000000002 21975.970000000005 260.88000000000005 10.005000000000001 decision_type=8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 7 4 -4 6 17 9 -9 -1 11 12 -2 15 -15 -7 -8 -3 right_child=10 5 3 -5 -6 13 16 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=-0.0083159661810712007 0.036697352167608444 -0.034873302689697835 0.033570764814425967 -0.028731965118336089 0.0060738327792056249 -0.00024336085251668566 0.039443673141698374 0.04983066441374371 -0.00043650661944849247 0.013871448343750457 -0.011820179304365588 0.041793686458041754 -0.027801121600306868 0.0094885983739613922 -0.015748686434082389 -0.009117245924211979 0 -0.010275361826971812 leaf_weight=172.73793023021426 8.2867033327929729 6.4772827688138923 9.3967094998806697 7.0918818172067395 277.26910562277772 858.87759711360559 5.1926740333437902 7.2267663961974895 508.00035107578151 13.285190211259758 5.3623514459468415 7.7364294938743106 6.1763949757441869 19.99765137815848 55.746461931616068 83.718725068494678 5.1782800909131765 124.01467176224105 leaf_count=2716 190 101 101 67 3555 9385 52 202 9305 625 280 72 105 338 1059 616 54 1641 internal_value=-0.000825022 -0.00103565 0.000750808 0.00612941 0.00710611 -0.0025727 -0.00915495 -0.00150072 0.000354036 -0.00663898 0.0149223 0.0218286 0.0088136 -0.00164921 -0.00898367 -0.00104564 0.0216851 -0.0117903 internal_weight=2181.77 2154.21 995.008 293.758 286.666 1159.2 140.863 701.25 515.227 186.023 27.5619 22.1995 14.4631 1018.34 75.7441 942.596 10.371 130.492 internal_count=30464 29817 16571 3723 3656 13246 1848 12848 9507 3341 647 367 295 11398 1397 10001 106 1742 is_linear=0 shrinkage=0.05 Tree=247 num_leaves=11 num_cat=0 split_feature=10 10 7 7 11 10 4 2 11 4 split_gain=2.44044 2.00102 6.87399 1.48456 1.26535 3.55516 2.84589 0.61195 0.718827 0.0669221 threshold=562.66500000000008 475.64000000000004 1.7184000000000001 3.5004500000000003 3051.0050000000006 68.885000000000005 7.5000000000000009 1.0000000180025095e-35 11614.985000000002 1.0000000180025095e-35 decision_type=10 8 8 8 10 10 10 10 10 8 left_child=1 3 -3 4 6 -6 -1 8 -2 -5 right_child=7 2 -4 9 5 -7 -8 -9 -10 -11 leaf_value=0.00026449855219613268 -0.007500346433255041 -0.021990513454856551 0.048468608943904951 -0.022237110511351608 0.0069257774387766029 -6.7110233925899023e-05 -0.011391975114084548 -0.0023163099716510672 -0.032868395024244677 -0.0088942716040186914 leaf_weight=1283.0079641465563 6.4850890757516044 5.0145926587283585 7.3656714726239452 5.1404234289657298 273.10706875356846 535.28675883077085 53.572778370464221 6.4028565241023889 6.8601890429854393 5.9762757346034059 leaf_count=20053 80 64 73 56 3547 5312 1130 82 53 54 internal_value=0.000590765 0.000755924 0.0200451 0.000633606 0.000734091 0.00229482 -0.000207145 -0.0164661 -0.0222716 -0.0168028 internal_weight=2188.22 2168.47 12.3803 2156.09 2144.97 808.394 1336.58 19.7481 13.3453 11.1167 internal_count=30504 30289 137 30152 30042 8859 21183 215 133 110 is_linear=0 shrinkage=0.05 Tree=248 num_leaves=19 num_cat=0 split_feature=10 3 3 7 7 2 11 11 10 11 10 11 11 4 11 10 11 7 split_gain=1.93924 3.36013 4.82674 3.47152 2.61419 6.31447 4.3185 4.77368 2.97179 5.45093 2.11115 3.50737 4.60948 2.15525 2.09123 2.0569 1.85338 0.238542 threshold=122.09500000000001 1453.7800000000002 616.86000000000013 0.045650000000000003 0.91505000000000014 2.5000000000000004 2771.5850000000005 6039.9600000000009 107.69500000000001 15341.220000000003 -1.0000000180025095e-35 2259.0900000000006 637.40500000000009 31.500000000000004 14230.710000000001 103.98500000000001 3051.0050000000006 0.31700000000000006 decision_type=10 8 10 10 8 8 8 8 8 8 10 10 10 8 10 10 10 10 left_child=4 2 3 -2 10 8 -7 -8 15 -10 11 12 -1 16 -5 -6 -12 -13 right_child=1 -3 -4 14 5 6 7 -9 9 -11 13 17 -14 -15 -16 -17 -18 -19 leaf_value=-0.015651194688294626 0.025669807731249925 -0.038704424389756624 0.035628262392290937 -0.0057443814481514532 0.0008246171037646666 0.058247247113486972 -0.020717032067623712 0.03634602765021068 0.019287208013299469 -0.027203027505075146 -0.00065123200198758573 -0.015676329429989467 0.011957616144056188 -0.029204789038074597 0.0035349497673371265 -0.019590918754230732 0.0030586048631938223 -0.034247876996994678 leaf_weight=29.761694656684995 9.0803888458758575 5.5396034605801097 7.1242874544113866 321.97044749185443 94.982595225796103 8.1015246137976664 5.6051894258707735 7.2546154800802478 43.569701690226793 6.3661378510296336 1000.7972502445336 7.308271603658798 28.644866587594151 5.0885904435999683 73.351241687312722 13.111293250694869 505.14770166971721 9.2514724470674974 leaf_count=436 142 80 85 3275 846 114 61 68 372 57 17345 67 315 100 605 128 6239 78 internal_value=-1.4885e-05 -0.00307926 -0.00249492 -0.00326509 0.000707726 0.00641843 0.0315701 0.011413 0.0028733 0.0128445 5.64447e-05 -0.00807344 -0.00205323 0.000468169 -0.00400543 -0.00176274 0.000591066 -0.027696 internal_weight=2182.06 417.066 411.526 404.402 1764.99 178.991 20.9613 12.8598 158.03 49.9358 1586 74.9663 58.4066 1511.03 395.322 108.094 1505.94 16.5597 internal_count=30413 4187 4107 4022 26226 1646 243 129 1403 429 24580 896 751 23684 3880 974 23584 145 is_linear=0 shrinkage=0.05 Tree=249 num_leaves=19 num_cat=0 split_feature=1 4 5 7 7 11 11 11 7 0 5 11 11 5 2 7 1 10 split_gain=1.25737 2.8226 3.19 2.82112 4.20902 1.53217 5.89818 5.04422 3.66379 3.24969 3.71233 3.0057 2.69868 2.68843 2.50739 2.20147 2.03547 1.56449 threshold=6.5000000000000009 4.5000000000000009 231.98000000000005 1.1309000000000002 0.93215000000000015 1717.9800000000002 1580.7600000000002 1826.5400000000002 0.5303500000000001 9.5000000000000018 77.785000000000011 1386.5650000000003 1623.9300000000001 18.735000000000003 9.5000000000000018 0.39385000000000003 1.0000000180025095e-35 70.115000000000023 decision_type=8 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 left_child=5 2 3 4 -2 6 9 13 15 11 -11 -1 -10 -7 16 -8 -9 -15 right_child=1 -3 -4 -5 -6 7 8 14 12 10 -12 -13 -14 17 -16 -17 -18 -19 leaf_value=0.0011910084294351234 0.0058903645226897443 0.037049429394448191 -0.030864689695410487 0.036144784622751829 -0.029954454331276317 0.010427631606254708 0.014001797116358581 0.0010186138139480891 0.05456040800492843 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1069.32 20.7128 1061.48 31.7232 internal_count=30417 1219 1154 1120 1085 29198 16193 13005 565 15628 142 15486 264 498 12507 301 12438 418 is_linear=0 shrinkage=0.05 Tree=250 num_leaves=9 num_cat=0 split_feature=2 1 1 2 5 0 10 5 split_gain=1.12546 1.70744 2.52888 1.34333 1.25292 2.58169 1.80131 0.350515 threshold=21.500000000000004 16.500000000000004 15.500000000000002 1.0000000180025095e-35 260.69000000000005 1.5000000000000002 76.745000000000019 36.095000000000006 decision_type=8 10 10 10 10 10 10 10 left_child=1 2 4 -3 6 -6 -1 -5 right_child=-2 3 -4 7 5 -7 -8 -9 leaf_value=0.0017671416216107909 -0.015256441750858295 -0.0037000701109617153 -0.031868030879206533 0.011306228995772959 0.0099002675258217446 -0.018952006330932289 -0.0011930936948574152 0.027409808398523045 leaf_weight=1100.873222979717 10.085670463740824 8.1301356703043002 5.0000046659260979 11.684087052941324 70.468380691483617 7.6637986563146105 960.55927699524909 8.5985249355435354 leaf_count=18283 76 48 32 89 686 128 11077 44 internal_value=0.000616136 0.000699091 0.000532301 0.0126721 0.000625207 0.0068033 0.000385436 0.0193352 internal_weight=2183.06 2172.98 2144.56 28.4127 2139.56 78.1322 2061.43 20.2826 internal_count=30463 30387 30206 181 30174 814 29360 133 is_linear=0 shrinkage=0.05 Tree=251 num_leaves=12 num_cat=0 split_feature=2 10 4 3 10 7 10 7 5 7 7 split_gain=1.59955 1.57619 2.59522 2.41641 2.97524 2.78755 2.41088 1.71197 3.98624 2.22987 0.793613 threshold=21.500000000000004 131.34500000000006 9.5000000000000018 171.13000000000002 143.64500000000001 0.026250000000000006 129.14500000000001 1.1013500000000003 131.67500000000004 1.0344500000000003 0.92470000000000008 decision_type=10 8 8 10 8 8 8 10 10 10 8 left_child=1 6 3 5 -5 -3 7 9 -9 -1 -8 right_child=-2 2 -4 4 -6 -7 10 8 -10 -11 -12 leaf_value=-0.00047187059145166596 -0.019530201076912595 0.030847524731450957 0.032487944998765589 0.046582382348813373 0.0013342183951538782 0.00081298021604420438 -0.032791227254149014 0.01574244754694212 -0.0062191100494616309 -0.012931324621749236 -0.0056292622819624312 leaf_weight=1696.3798554411624 9.493271501734851 6.9284521862864485 6.3704862939193836 5.7971224822103959 8.4473911523818952 333.29226933605969 6.5105152595788214 48.300733249634504 34.431459452025592 35.739929294213653 5.7686431892216214 leaf_count=25782 74 110 64 71 105 3272 66 385 269 329 51 internal_value=-5.43861e-05 3.6716e-05 0.00305395 0.00242099 0.0219247 0.00152789 -0.00055776 -0.000399414 0.00657766 -0.000739152 -0.0217922 internal_weight=2197.46 2187.97 360.836 354.465 14.2445 340.221 1827.13 1814.85 82.7322 1732.12 12.2792 internal_count=30578 30504 3622 3558 176 3382 26882 26765 654 26111 117 is_linear=0 shrinkage=0.05 Tree=252 num_leaves=22 num_cat=0 split_feature=10 11 11 7 7 5 10 1 2 1 11 10 7 11 4 2 2 10 7 11 11 split_gain=2.70404 2.31553 3.67096 3.04612 5.85998 3.04581 3.01283 2.03246 4.54959 4.48222 2.44778 6.74118 4.58279 1.92096 2.83553 1.90317 1.5525 1.71697 1.34705 1.04447 1.01929 threshold=219.88500000000002 637.40500000000009 1740.7250000000001 0.60375000000000012 0.46715000000000007 461.35500000000008 299.87000000000006 3.5000000000000004 21.500000000000004 2.5000000000000004 526.87500000000011 169.28500000000003 0.51265000000000016 553.56500000000017 1.0000000180025095e-35 3.5000000000000004 16.500000000000004 19.905000000000005 0.35985000000000006 29305.125000000004 274.17000000000002 decision_type=10 10 10 10 10 10 8 8 10 10 10 8 10 10 10 10 8 8 10 10 10 left_child=7 6 3 4 -3 15 -2 9 10 16 11 -9 -12 20 -15 -4 17 -1 -8 -7 -11 right_child=1 2 5 -5 -6 19 18 8 -10 13 12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.0048357616470152166 -0.040937252565364096 -0.00087998182682706835 -0.01059563190179382 -0.0089615129072301344 0.058632639164111981 0.012632237191936471 0.012273116971771992 0.0078479927437947843 -0.03774287246549627 -0.013349969585151051 -0.0078071690997110468 0.064412250017147094 0.0087524422044034395 -0.01694432042479474 0.0089427042620468696 -0.035785370994243865 0.023587947232206041 -0.00093307850088923206 -0.018998998712010221 -0.010828036252105433 -0.0447087905365939 leaf_weight=139.06813283951487 10.012521730735896 9.0435806177556533 66.142022334039211 9.6722702682018262 6.3384497659280887 17.373432004824284 5.6876237839460391 42.059330981806852 5.2895610760897389 6.9324245987227169 65.626744248904288 5.1562339151278129 110.53691653371789 32.708940243348479 14.384014743845908 8.0970478411763889 5.7263499386608592 1607.2760568768717 5.9986815042793751 5.3225395381450644 6.184785159304738 leaf_count=3200 139 101 655 117 67 186 86 912 46 305 1002 52 1156 619 473 84 38 20938 73 40 169 internal_value=-0.000748739 -0.00735536 -0.00453309 0.0121206 0.0254202 -0.00896836 -0.022103 -0.000277792 0.00415004 -0.000841222 0.00532812 0.0153367 0.00254597 -0.0141434 -0.00891192 -0.0138486 -0.000373431 -0.000468317 -0.00361728 0.00669468 -0.0306095 internal_weight=2184.64 143.688 121.989 25.0543 15.382 96.935 21.6988 2040.95 228.669 1812.28 223.379 47.2156 176.164 60.2102 47.093 74.2391 1752.07 1746.34 11.6863 22.696 13.1172 internal_count=30458 1548 1250 285 168 965 298 28910 3168 25742 3122 964 2158 1566 1092 739 24176 24138 159 226 474 is_linear=0 shrinkage=0.05 Tree=253 num_leaves=28 num_cat=0 split_feature=1 8 2 11 5 2 11 1 2 7 5 5 7 7 0 11 5 7 8 11 11 5 4 5 11 2 8 split_gain=2.28451 2.3508 2.02309 5.47907 3.8712 3.0978 4.65465 1.99345 5.75259 5.8112 10.5953 6.03116 5.62874 5.21909 4.83832 5.35964 4.50779 4.21125 3.06239 1.91035 4.00626 4.05568 2.62518 2.34194 1.85753 1.76972 1.75483 threshold=1.0000000180025095e-35 4419.9300000000012 3.5000000000000004 3333.2150000000006 22.275000000000002 1.0000000180025095e-35 240.34000000000003 1.5000000000000002 1.0000000180025095e-35 0.59435000000000016 114.30500000000002 4.1300000000000008 1.5103000000000002 1.0183500000000001 1.5000000000000002 2868.0100000000007 220.86500000000004 0.58470000000000011 2771.3400000000006 5958.5400000000009 991.42000000000019 40.465000000000011 3.5000000000000004 74.045000000000016 683.00500000000011 1.5000000000000002 11674.950000000003 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 5 4 -4 24 -7 8 9 11 -11 -2 13 18 15 -10 -14 -16 -9 20 21 -3 23 -21 -1 -15 -22 right_child=7 19 3 -5 -6 6 -8 12 14 10 -12 -13 16 25 17 -17 -18 -19 -20 22 26 -23 -24 -25 -26 -27 -28 leaf_value=-0.0027667896708193024 0.0092974263870132488 0.027726853478275578 -0.0059293033590402553 -0.017814723378953453 0.035507413841412622 0.017445158227338924 -0.010017646246228864 0.0014764159791630545 0.012145360912289301 0.018704035597176434 -0.030560748616248745 -0.029609363705021353 0.060291217369407339 -0.029523926793466489 -0.029940201310358169 -0.0063875883955212213 0.0060034979457407323 0.0040881965427950516 -0.026531044306508308 -0.011516780277383539 0.04012538039917482 -0.0041456379907128596 -0.023105802357049093 0.030475765558651186 0.0022439997108361222 -0.007782006803856472 0.0091137967848500517 leaf_weight=227.25139555311762 11.296726897591723 12.639568533282725 7.2218901007436243 9.9427897566929442 19.008167694089934 16.603198918746784 121.98915114370175 374.54686492308974 86.847313376958482 27.820610078051686 16.565636429935694 57.386565307620913 5.730889778584241 17.729400392621756 21.255914479959756 68.948868121486157 9.9939170116558653 14.613795867189763 9.0112460665404779 5.2655561165884155 14.279854912776502 35.873877479461953 9.0457846866920573 6.0917157791554928 961.76558935083449 22.379727356834337 8.2172396080568415 leaf_count=3618 162 394 102 103 236 474 1910 6623 2156 354 177 1040 63 155 746 1284 126 311 541 61 200 666 113 51 8595 269 85 internal_value=0.000150496 0.00130475 0.000777191 0.0122871 0.0241163 0.00045081 -0.00659041 -0.00209875 -0.00519927 -0.0140898 0 -0.0230968 4.71476e-05 -0.00106213 6.5494e-05 0.00392314 0.0285095 -0.0162061 0.000738132 0.00902769 0.0128791 0.00444963 -0.00411855 0.0112457 0.00128059 -0.0179986 0.0298809 internal_weight=2199.32 1455.2 1363.78 36.1728 26.2301 1327.61 138.592 744.127 304.735 113.07 44.3862 68.6833 439.392 423.667 191.666 155.796 15.7248 35.8697 383.558 91.4136 71.0105 48.5134 20.4031 11.3573 1189.02 40.1091 22.4971 internal_count=30615 16608 15038 441 338 14597 2384 14007 6230 1733 531 1202 7777 7588 4497 3440 189 1057 7164 1570 1345 1060 225 112 12213 424 285 is_linear=0 shrinkage=0.05 Tree=254 num_leaves=11 num_cat=0 split_feature=6 5 2 10 2 7 11 8 7 3 split_gain=1.46209 1.51027 1.38511 3.18018 2.35109 7.55934 2.33141 1.13201 4.1958 1.65923 threshold=4.5000000000000009 60.645000000000003 18.500000000000004 83.15000000000002 11.500000000000002 0.60655000000000014 1807.2250000000001 16780.245000000006 0.029850000000000005 247.38500000000002 decision_type=10 10 10 8 10 10 8 8 10 10 left_child=2 -2 4 -4 7 6 -6 9 -9 -1 right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 leaf_value=0.0011439392175011283 -0.035251922456454289 -0.00083325973414313684 -0.037028649983076346 0.0033456303070277375 0.049868507192337451 -0.019290047907329248 0.0062915671087754119 0.0046181688200387372 -0.030657847670624485 -0.0016733661564599001 leaf_weight=1031.08356147632 5.132163771428166 7.3870411706157029 7.3473599031567574 10.902455706149341 9.5995229971595109 9.0542244073003513 5.1718702241778383 20.314226113725454 12.931345276767386 1056.2890763280448 leaf_count=11310 305 188 70 61 109 71 41 321 174 17789 internal_value=-0.00047616 -0.0168767 -0.000371156 -0.0137285 -0.000248805 0.0150436 0.0362944 -0.000429985 -0.00945151 -0.000279448 internal_weight=2175.21 12.5192 2162.69 18.2498 2144.44 23.8256 14.7714 2120.62 33.2456 2087.37 internal_count=30439 493 29946 131 29815 221 150 29594 495 29099 is_linear=0 shrinkage=0.05 Tree=255 num_leaves=17 num_cat=0 split_feature=7 7 10 10 11 11 4 7 0 5 4 4 8 0 0 5 split_gain=1.26042 5.74974 10.8821 3.54162 3.38143 5.61558 4.19274 3.1514 2.54804 2.54303 2.52877 5.25766 1.93759 1.70698 2.92213 0.591661 threshold=0.13935000000000003 0.11875000000000001 14.845000000000001 129.14500000000001 827.59500000000014 182.61500000000004 1.0000000180025095e-35 0.14615000000000003 1.0000000180025095e-35 20.495000000000001 9.5000000000000018 5.5000000000000009 26664.710000000003 17.500000000000004 8.5000000000000018 142.69500000000002 decision_type=8 10 10 10 10 10 10 8 10 10 10 10 8 10 10 8 left_child=1 3 -3 10 5 -4 -6 9 15 -2 11 -1 13 14 -9 -5 right_child=7 2 4 8 6 -7 -8 12 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.0020769373675291985 -0.0011229425991035999 -0.034856971860148925 0.0011413582072624313 0.045372358711900859 0.032693540495484001 0.063841763186958708 -0.012439288399703468 -0.00013915674506237926 -0.0042061447299241283 -0.045834275302331785 -0.026556101568866137 0.031031207551105822 -0.027308686026382503 0.018386336933134424 -0.017249380612133158 0.015591583194454698 leaf_weight=232.41068898665253 6.4257995253428799 6.750968793872743 5.2020042948424843 6.1080395262688407 11.57547603081912 11.99236394651234 7.7975870782975099 1817.9591570572229 5.8261085799895218 5.9110244675539434 8.594792824238537 11.637015610001979 5.6450812201946965 11.194566842168568 24.314106761012226 5.0818540882319221 leaf_count=5658 101 112 84 56 142 183 134 22513 93 123 344 420 83 77 313 66 internal_value=-3.335e-05 0.0028959 0.0195869 0.000133692 0.0304316 0.0462525 0.0145634 -0.000527186 0.021571 -0.0247511 -0.00136979 -0.000357635 -0.000350531 -0.000251048 -0.000376924 0.0346463 internal_weight=2184.43 312.977 43.3184 269.658 36.5674 17.1944 19.3731 1871.45 17.016 12.3368 252.642 244.048 1859.11 1853.47 1842.27 11.1899 internal_count=30502 7292 655 6637 543 267 276 23210 215 224 6422 6078 22986 22903 22826 122 is_linear=0 shrinkage=0.05 Tree=256 num_leaves=20 num_cat=0 split_feature=11 5 7 5 5 4 3 7 11 3 3 8 11 5 11 11 7 0 7 split_gain=1.69771 3.66663 2.22559 2.15884 1.78805 1.55973 6.43916 6.1802 5.27569 4.50973 4.30749 2.82191 2.18503 5.09592 3.1043 1.21901 0.830492 0.720289 0.42047 threshold=21975.970000000005 85.595000000000013 0.59435000000000016 120.78500000000001 61.185000000000009 1.5000000000000002 4599.2700000000013 0.58975000000000011 9799.2400000000016 3450.3750000000005 2531.0800000000004 31887.250000000004 7387.0650000000014 30.330000000000002 7203.1800000000012 33010.150000000009 0.40295000000000009 1.0000000180025095e-35 1.7184000000000001 decision_type=10 10 10 10 8 8 8 8 10 10 10 10 10 10 8 8 8 10 10 left_child=5 2 4 15 -2 11 9 8 -8 10 -7 12 14 -14 -1 -3 -11 18 -5 right_child=1 3 -4 17 -6 6 7 -9 -10 16 -12 -13 13 -15 -16 -17 -18 -19 -20 leaf_value=-0.0010999073007223563 -0.019914102017887559 0.029768082405513124 -0.035607732682876259 -0.0083890090533868759 0.01100754837717185 -3.4286389745422578e-05 0.016976947086177956 0.05068791407271292 -0.016533144841247609 -0.010002513238837019 0.026077886899101635 0.033551452049400958 0.021972361242186347 0.0010195274611514251 -0.031927006778129201 0.0019120084550772823 -0.040923591060318461 -0.01789095205162659 0.0026142251701155436 leaf_weight=1376.4165020663058 10.65139905177057 7.2090986743569347 12.895407905802129 13.195546347647904 6.7554719112813499 332.73951054434292 54.796999393031001 10.099163594655691 13.876476873410864 5.0138604285893935 15.561032201745546 5.1088472306728354 32.249666404444724 234.1956391823478 7.230689793592318 8.6110042668879032 6.3208684041164824 7.9583836514502755 20.597334589809179 leaf_count=18433 95 61 98 75 47 5782 2037 129 254 206 381 49 280 2032 91 59 112 93 158 internal_value=5.2921e-05 -0.00671287 -0.0204919 0.000680284 -0.00769595 0.000342353 0.00299172 0.0158438 0.00999387 0.000126677 0.00118933 -0.00035774 -0.000486011 0.00364696 -0.00128756 0.0159182 -0.029571 -0.00521389 -0.00165627 internal_weight=2181.48 87.8736 30.3023 57.5714 17.4069 2093.61 438.408 78.7726 68.6735 359.635 348.301 1655.2 1650.09 266.445 1383.65 15.8201 11.3347 41.7513 33.7929 internal_count=30472 686 240 446 142 29786 8901 2420 2291 6481 6163 20885 20836 2312 18524 120 318 326 233 is_linear=0 shrinkage=0.05 Tree=257 num_leaves=26 num_cat=0 split_feature=5 2 11 11 3 11 10 11 11 7 7 11 11 7 10 3 2 5 7 7 11 11 2 5 7 split_gain=3.47751 3.30508 2.27881 6.0876 5.98035 2.73859 2.08861 2.07229 4.2697 2.81055 4.61238 2.48604 2.03313 4.20327 3.0573 1.98134 1.82243 1.80646 1.71767 3.16009 1.52521 2.54873 1.83743 1.05063 0.453066 threshold=3.3350000000000004 8.5000000000000018 3558.8500000000008 3175.3150000000005 2000.0100000000002 3664.0050000000006 80.50500000000001 1256.9100000000001 1402.0450000000003 0.43975000000000003 0.38525000000000004 4666.9350000000004 403.85000000000008 0.13585000000000003 212.65500000000003 6990.4750000000013 4.5000000000000009 30.845000000000002 0.61165000000000014 0.55615000000000014 1189.8350000000003 7387.0650000000014 13.500000000000002 70.135000000000005 0.76975000000000016 decision_type=10 10 10 10 10 10 10 8 8 8 10 8 10 10 10 10 10 10 10 10 10 10 8 10 8 left_child=7 2 3 15 -5 6 -4 12 -9 10 -10 -11 13 16 -15 -2 -1 -7 19 -14 22 24 23 -3 -22 right_child=1 20 5 4 -6 17 -8 8 9 11 -12 -13 18 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.017859978596999303 0.0020508820781408536 0.0023289262383784956 -0.040866244336892323 0.032676303866342474 7.089231157934552e-05 0.0093358692511343929 -0.0011190697167132982 0.029178450616135228 -0.00410474736396716 0.015404913126104942 -0.042583959720174119 -0.0068107298983373938 -0.013621825021559923 0.017193467879167545 -0.021321731154784668 -0.0062001762256464407 0.012118075705144062 -0.0015042338172862261 -0.032537330485941859 0.021614915949625103 -0.039921887433065018 0.0025227417399725045 0.019648962785048438 -0.026644702520199681 -0.015597158152278648 leaf_weight=32.910143852117471 1036.1604714567075 5.0925962254405039 6.6401168976444733 30.782662130426615 25.786383474478498 39.793868773151189 6.3986182371154428 10.260332539677618 43.945361365564167 26.52860083989799 8.6509526371955854 22.03995614987798 79.896723723504692 27.856475526466966 5.2764577940106383 77.033609830308706 5.0321111080702385 643.68165507446975 10.123460886999963 5.9150697439908972 9.6424383283592761 6.945269374176859 5.4993245666846624 5.6402641925960779 5.7483338192105302 leaf_count=758 15917 80 108 337 413 633 81 90 437 261 79 188 1002 360 75 2333 104 6781 129 61 85 47 48 70 54 internal_value=-0.000119122 0.000642335 0.000947531 0.00229655 0.0181597 -0.00131095 -0.023186 -0.00532999 0 -0.00326246 -0.0112035 0.00528877 -0.00883659 -0.00229231 0.0104684 0.00147036 -0.0135466 -0.00085307 -0.0135598 -0.0109143 -0.0136501 -0.0218579 -0.00145273 -0.0134442 -0.0326477 internal_weight=2183.28 1904.85 1866.28 1169.76 56.569 696.514 13.0387 278.436 111.425 101.165 52.5963 48.5686 167.01 71.0752 33.1329 1113.19 37.9423 683.476 95.9353 85.8118 38.5682 22.336 16.2322 10.7329 15.3908 internal_count=30531 26987 26603 19000 750 7603 189 3544 1055 965 516 449 2489 1297 435 18250 862 7414 1192 1063 384 186 198 150 139 is_linear=0 shrinkage=0.05 Tree=258 num_leaves=13 num_cat=0 split_feature=9 3 3 11 11 8 8 4 11 1 7 3 split_gain=1.99353 1.92633 2.94247 3.04698 2.17074 1.89821 4.10126 2.67315 2.90707 1.89766 1.81135 0.253857 threshold=34100.000000000007 12763.340000000002 11725.170000000002 5107.8900000000003 50723.840000000004 34.105000000000011 7461.9450000000006 1.0000000180025095e-35 10000.210000000001 2.5000000000000004 0.087950000000000014 26896.950000000001 decision_type=10 10 10 8 10 10 10 10 10 10 10 8 left_child=1 2 4 -4 9 7 11 10 -9 -1 -3 -7 right_child=-2 5 3 -5 -6 6 -8 8 -10 -11 -12 -13 leaf_value=0.0017851695462931475 0.023407941565316878 -0.019163802232138021 0.046244089884069972 0.00085031435162384128 0.021958924083962987 -0.040750394636237981 0.0084940732478746717 0.019150593899851465 -0.0086143601539784079 -0.0025763526395520104 -0.0026076281080207185 -0.018956724221679429 leaf_weight=1696.9396653168369 9.0205375563818944 20.50179082993418 6.4481893869815368 7.8739833929575989 11.638600096106527 7.7438830400351444 9.0068960647331533 24.706373427528888 13.859182547777889 290.59671937534586 77.708833742886782 6.7531929768156269 leaf_count=22376 140 414 155 73 77 403 297 580 161 4542 818 448 internal_value=0.00113226 0.0010268 0.00144918 0.0232983 0.00127858 -0.00422434 -0.0170704 -0.00187267 0.00908088 0.00114398 -0.00627251 -0.0327992 internal_weight=2182.8 2173.78 2013.5 14.3222 1999.17 160.28 23.504 136.776 38.5656 1987.54 98.2106 14.4971 internal_count=30484 30344 27223 228 26995 3121 1148 1973 741 26918 1232 851 is_linear=0 shrinkage=0.05 Tree=259 num_leaves=17 num_cat=0 split_feature=2 4 10 11 11 2 1 1 5 7 11 1 7 2 5 11 split_gain=2.0535 3.71307 1.53431 3.26533 2.65222 1.35829 5.12371 6.15801 1.46138 2.75007 1.7566 1.35175 2.32089 1.07726 0.975755 0.238727 threshold=10.500000000000002 1.5000000000000002 421.75500000000005 16045.760000000002 29305.125000000004 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 231.98000000000005 1.7184000000000001 29305.125000000004 16.500000000000004 0.82355000000000012 1.0000000180025095e-35 336.77500000000003 1807.2250000000001 decision_type=10 10 10 10 8 10 10 10 8 8 10 10 10 10 8 10 left_child=2 11 5 13 -5 8 -7 -8 9 -1 -10 12 15 14 -4 -2 right_child=1 -3 3 4 -6 6 7 -9 10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.000283066220448684 -0.022347772771513365 0.022806467642811856 -0.024611752606123624 0.031455335350922549 -0.01013356864142035 0.047489722274451342 -0.039289613924286482 0.016302529984615829 0.0036502191496004159 -0.017764557912480144 0.02748497287362044 -0.0016992600221783236 0.0029380570412724568 -0.033616243195958094 -0.00092450084332822017 -0.040591739854916244 leaf_weight=1979.5811446396401 14.482901674695318 6.0411390364170066 6.8856097944080865 6.1911830753087971 7.1964145377278337 6.1282903067767647 6.3223031160887357 14.543431253870947 70.295790504664183 21.772559606470168 7.9016918614506713 11.846060894429682 6.4397843591868869 8.8682330194860679 10.918415782041849 6.9351552464067927 leaf_count=28321 165 68 66 52 55 65 119 175 694 210 62 84 48 142 120 61 internal_value=-0.000486575 -0.0108567 -0.000258303 -0.0098317 0.00960147 -6.92961e-05 0.0108676 -0.00133969 -0.000218823 -0.00048452 0.00643844 -0.016536 -0.0223943 -0.019761 -0.011173 -0.0300254 internal_weight=2192.35 45.745 2146.61 40.0599 13.3876 2106.55 26.994 20.8657 2079.55 2001.35 78.1975 39.7039 27.8578 26.6723 17.804 21.4181 internal_count=30507 426 30081 435 107 29646 359 294 29287 28531 756 358 274 328 186 226 is_linear=0 shrinkage=0.05 Tree=260 num_leaves=16 num_cat=0 split_feature=10 0 0 7 7 7 11 11 10 7 7 7 7 7 2 split_gain=2.36074 2.45769 2.06424 2.04185 4.44701 2.20306 2.48652 2.88436 1.90379 4.46992 4.32598 1.58173 1.91108 1.74491 1.11281 threshold=14.845000000000001 21.500000000000004 17.500000000000004 0.14265000000000003 0.11875000000000001 0.19895000000000004 637.40500000000009 1506.8850000000002 76.745000000000019 1.1309000000000002 0.35785000000000006 0.034350000000000006 0.091950000000000018 0.015050000000000003 1.0000000180025095e-35 decision_type=8 8 10 10 8 10 10 10 8 10 10 10 10 10 10 left_child=3 2 8 4 11 14 -7 -8 9 -2 -10 13 -13 -1 -5 right_child=1 -3 -4 5 -6 6 7 -9 10 -11 -12 12 -14 -15 -16 leaf_value=-0.0097995880288422998 0.0018881931988300349 -0.029529889896857425 0.027556501318963245 0.0051800838085402541 -0.043804730901635204 -0.028826670639851244 0.021250205270320538 -0.0094938296154720853 -0.0091594944163629934 0.038183996733178967 0.00038067302106463804 -0.018373770697678763 0.0058657967184176417 0.011987660666628876 0.034752742540930699 leaf_weight=17.093706321786158 976.42048799444456 5.7284181527793399 6.1519150286912909 8.5256196362897736 8.1994811969343555 7.2782175024040034 11.156980076804759 19.363433342427015 135.22318522143178 7.5776457563042632 924.27641673153266 34.32253788295202 9.6680094460025412 17.583999914349988 5.1334384179208419 leaf_count=1086 15288 44 38 96 139 128 123 177 1920 46 10080 821 175 352 91 internal_value=0.000194059 0.000622926 0.000723996 -0.00610132 -0.0107428 0.00169423 -0.00447495 0.00190389 0.000627332 0.00221126 -0.000839706 -0.00672745 -0.0129234 0.00113426 0.0182479 internal_weight=2193.7 2055.38 2049.65 138.325 86.8677 51.4577 37.7986 30.5204 2043.5 983.998 1059.5 78.6683 43.9905 34.6777 13.6591 internal_count=30604 27416 27372 3188 2573 615 428 300 27334 15334 12000 2434 996 1438 187 is_linear=0 shrinkage=0.05 Tree=261 num_leaves=16 num_cat=0 split_feature=7 7 4 4 11 7 10 8 8 10 11 7 3 11 11 split_gain=2.30095 3.84581 3.28852 4.12084 2.48186 2.30085 2.29029 2.16828 2.82799 5.66406 3.4602 1.75964 1.22559 1.1936 0.66998 threshold=0.13275000000000003 0.12965000000000002 11.500000000000002 5.5000000000000009 5479.2250000000013 0.27925000000000005 33.285000000000004 11308.855000000001 2400.3550000000005 49.375000000000007 160.97000000000003 0.28325000000000006 32000.625000000004 1740.7250000000001 21975.970000000005 decision_type=10 10 10 8 8 10 8 10 10 10 10 10 10 10 8 left_child=1 2 3 4 -1 7 -5 8 10 -10 -2 -7 13 -13 -14 right_child=5 -3 -4 6 -6 11 -8 -9 9 -11 -12 12 14 -15 -16 leaf_value=0.0032592333006234691 -0.033983445641122524 0.037310361919662034 -0.028234330082172993 0 -0.023841421491430925 0.021686231812027668 0.038989191979485319 -0.033162615184336393 -0.01810292146282072 0.040672145483079007 -0.0040644565270129412 0.0016460811829487991 0.025776554616681241 -0.0012025077869015333 0.00090832183967617095 leaf_weight=261.19872442516498 9.1215464259730634 7.4853923700284204 7.1354348331224164 5.5419313734164461 7.7029449390247455 8.3878595083951932 11.499753101263197 5.6065069623291484 6.1611084390897295 8.7433848727960122 265.76377003849484 581.65936470171437 6.0739113776944551 994.62315080827102 5.2167122978717098 leaf_count=6104 201 109 261 302 110 100 245 96 208 162 3980 7790 80 10742 48 internal_value=0 0.00405677 0.00306647 0.00396065 0.00237893 -0.000645872 0.0271264 -0.00469188 -0.00401172 0.0164512 -0.00519497 0.000102341 -2.21281e-05 -0.000147811 0.015702 internal_weight=2191.92 300.564 293.079 285.943 268.902 1891.36 17.0417 295.396 289.79 14.9045 274.885 1595.96 1587.57 1576.28 11.2906 internal_count=30538 7131 7022 6761 6214 23407 547 4647 4551 370 4181 18760 18660 18532 128 is_linear=0 shrinkage=0.05 Tree=262 num_leaves=14 num_cat=0 split_feature=7 10 10 10 7 11 10 10 11 10 7 2 11 split_gain=1.576 3.50504 2.84725 3.14461 4.13797 3.32969 2.44951 2.49874 5.23756 1.97869 2.02108 1.91875 1.18695 threshold=1.1171000000000002 77.245000000000019 96.685000000000016 175.29000000000002 1.3237500000000002 5107.8900000000003 475.64000000000004 328.03500000000008 2297.2050000000004 238.46000000000001 1.0505500000000001 1.0000000180025095e-35 1148.3600000000004 decision_type=10 10 10 10 10 10 8 10 8 10 8 10 10 left_child=6 -2 -3 4 -4 -5 7 9 11 10 -1 -9 -11 right_child=1 2 3 5 -6 -7 -8 8 -10 12 -12 -13 -14 leaf_value=0.00026536666056964424 0.032493321439441468 -0.01946996268761671 0.019968608362449694 -0.01654446400286394 -0.00034192588266347815 0.0032701743348872258 -0.028290973303096711 0.048382237486217249 -0.023254642572174068 -0.026733511395652693 -0.010656381135376123 0.01046823919486442 -0.0035100416638184518 leaf_weight=1855.2099233466433 9.5131775885820371 12.38553232513368 54.095364685170352 26.448149737901986 45.093153310008347 91.632478024810553 6.6692122211679807 7.5130634028464574 5.0052140243351451 9.9040493499487656 42.34625336737372 7.3184885084629059 12.998836694285272 leaf_count=27355 57 98 420 296 373 877 102 74 45 136 387 102 134 internal_value=0.000380216 0.00420214 0.00287274 0.00425267 0.0107739 -0.00122766 -8.86236e-05 2.02617e-05 0.0172441 -0.000163926 1.35166e-05 0.0318327 -0.0144602 internal_weight=2186.13 239.168 229.655 217.269 99.1885 118.081 1946.97 1940.3 19.8368 1920.46 1897.56 14.8316 22.9029 internal_count=30456 2121 2064 1966 793 1173 28335 28233 221 28012 27742 176 270 is_linear=0 shrinkage=0.05 Tree=263 num_leaves=15 num_cat=0 split_feature=8 8 8 1 2 7 3 3 1 8 8 5 7 5 split_gain=4.07303 5.51683 3.38392 2.7861 5.19375 3.0427 2.69342 2.89502 3.72848 4.80016 2.5838 2.05452 1.87728 1.07277 threshold=1999.9350000000002 1399.8300000000002 1100.0900000000004 3.5000000000000004 17.500000000000004 1.7184000000000001 19048.610000000004 9963.1550000000007 1.0000000180025095e-35 2915.7250000000004 2068.3750000000005 69.115000000000023 0.42375000000000007 26.975000000000005 decision_type=10 8 10 10 8 10 10 10 10 10 10 10 8 10 left_child=1 2 3 4 -1 -5 7 8 10 -10 -2 -3 -4 -8 right_child=6 11 12 5 -6 -7 13 -9 9 -11 -12 -13 -14 -15 leaf_value=-0.001304624705164507 0.037569894805053038 -0.04267917566867211 0.041994978433985954 0.0034622312780910203 0.042117257885490533 0.034673184162627026 0 0.035802305041852757 0.03014153067845933 -0.020230470993172066 0.0088565318321836596 -0.0078218200234563256 0.0013248372700719031 -0.029478678411663652 leaf_weight=1729.4880464773159 7.6985950800590208 9.2801363010657969 6.327905779005957 242.21395324822515 5.9087405689060679 7.1391846667975178 5.7283507183892635 8.7525936366291699 5.0278097914997515 20.914238389814273 118.7931274487637 8.8133159778080863 5.1683934237807998 5.3344964007847011 leaf_count=22010 172 392 231 3121 38 62 425 314 256 925 1998 205 109 161 internal_value=0.000120573 -0.000509584 -0.000251085 -0.000416662 -0.00112973 0.00451073 0.0074791 0.00915782 0.00737197 -0.00952593 0.0109243 -0.027261 0.0256802 -0.0152971 internal_weight=2186.59 2014.34 1996.25 1984.75 1735.4 249.353 172.249 161.186 152.434 25.942 126.492 18.0935 11.4963 11.0628 internal_count=30419 26168 25571 25231 22048 3183 4251 3665 3351 1181 2170 597 340 586 is_linear=0 shrinkage=0.05 Tree=264 num_leaves=21 num_cat=0 split_feature=7 7 1 10 4 5 5 5 11 11 7 10 5 5 5 5 11 1 1 10 split_gain=2.28728 3.20942 2.94432 3.49711 4.96238 3.44279 2.99524 4.56214 4.3858 2.41695 4.59355 3.31519 2.36539 2.32182 1.52724 1.82064 3.78571 1.62679 0.659234 2.17877 threshold=1.1013500000000003 1.0505500000000001 1.0000000180025095e-35 115.87000000000002 1.0000000180025095e-35 119.40000000000002 151.52500000000003 131.67500000000004 13718.975000000002 5383.7900000000009 2.2403000000000004 299.87000000000006 125.45500000000001 136.99500000000003 336.77500000000003 247.63000000000002 2222.7100000000005 20.500000000000004 1.0000000180025095e-35 115.87000000000002 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 8 left_child=1 14 3 4 12 -4 7 -7 -8 10 -5 -11 -2 18 15 17 -17 -1 19 -3 right_child=2 13 5 9 -6 6 8 -9 -10 11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=-0.00069427981155290117 0.0094549710383277624 -0.028480781380217143 0.03038507186352939 -0.018889960138597024 -0.010152613727443492 -0.0018076208506826849 0.015067923708439849 -0.0400338591144744 -0.022485852983440038 0.01379918851292824 0.016764742625553868 -0.0053142334964889487 0.043084752233591289 0.012743283779031209 -0.020982795929353249 0.035906641646763097 -0.012559731625209642 0.014284060079737253 -0.032058300707381797 0.0042323734437694207 leaf_weight=1857.3859449538868 8.9443545117974299 10.293838620185854 5.498427076265215 24.848386580124497 8.4147503376007062 18.466948192566637 22.602669280953705 13.035668643191455 10.562616429291664 74.153355127200484 12.84415392205119 31.40852515399456 16.97275372594595 5.1170284766703835 8.0692496029660088 8.8227434540167415 5.9536171033978471 17.282847128808498 9.9958994311746192 8.4299540659412759 leaf_count=27457 63 79 49 227 72 187 294 133 132 538 110 286 92 44 93 86 40 119 133 77 internal_value=-0.000198556 -0.000781599 0.00431131 0.00773541 0.0218724 -0.00427151 -0.00771218 -0.0185244 0.00265322 0.0041846 -0.00649172 0.00806882 0.0324468 -0.0158254 -0.000502508 -0.000401345 0.0165036 -0.000545985 -0.0213413 -0.0140311 internal_weight=2179.1 1931.35 247.753 177.586 34.3319 70.1663 64.6679 31.5026 33.1653 143.254 37.6925 105.562 25.9171 33.8367 1897.51 1889.45 14.7764 1874.67 28.7197 18.7238 internal_count=30311 28128 2183 1388 227 795 746 320 426 1161 337 824 155 333 27795 27702 126 27576 289 156 is_linear=0 shrinkage=0.05 Tree=265 num_leaves=11 num_cat=0 split_feature=7 7 9 9 11 8 5 7 11 5 split_gain=2.06686 3.15651 2.19966 2.75566 2.05991 1.96444 3.65036 3.40436 1.64351 0.163252 threshold=6.2646000000000006 4.347150000000001 201.50000000000003 94.500000000000014 50723.840000000004 383.13000000000005 84.185000000000016 0.77575000000000005 16045.760000000002 573.50000000000011 decision_type=10 8 10 10 8 10 10 10 10 8 left_child=1 2 3 4 -1 6 -4 -7 -2 -3 right_child=8 9 5 -5 -6 7 -8 -9 -10 -11 leaf_value=-0.00047993771948314683 3.6574548310864207e-05 -0.013564454910189025 -2.4652360532144229e-05 -0.026733264707895665 0.021445396581294657 0.0050178971177543387 0.030630550718860883 -0.021053781222731209 0.03709918312839601 -0.032882251245736085 leaf_weight=1959.7285582649056 5.8978377953171712 5.7013542670756561 18.844950818922371 8.9605317241512221 9.7642085552215558 129.74803639773745 18.345494654029608 12.813102680724112 5.7036072127521038 5.583533201366663 leaf_count=23993 61 48 592 273 63 4668 319 264 43 69 internal_value=-3.55426e-05 -0.000155038 -8.85804e-06 -0.000493299 -0.000357872 0.00526876 0.0153723 0.00250947 0.0201525 -0.0254281 internal_weight=2181.09 2169.49 2158.2 1978.45 1969.49 179.752 37.1904 142.561 11.6014 11.2849 internal_count=30393 30289 30172 24329 24056 5843 911 4932 104 117 is_linear=0 shrinkage=0.05 Tree=266 num_leaves=21 num_cat=0 split_feature=3 3 7 3 11 1 7 10 3 7 7 11 10 4 0 2 7 11 3 2 split_gain=1.69361 3.41402 6.3959 5.03532 2.77616 2.64044 2.34702 3.0465 3.63193 2.94307 3.06124 2.87096 2.03931 2.83856 2.00868 4.06903 2.92914 1.87597 1.47721 1.3696 threshold=1736.575 2086.1300000000006 0.74975000000000014 1971.4800000000002 2109.5750000000003 7.5000000000000009 0.041650000000000006 118.95500000000001 616.86000000000013 0.049300000000000004 0.060650000000000003 532.99500000000012 57.305000000000007 1.5000000000000002 1.5000000000000002 3.5000000000000004 0.11075000000000002 5287.2100000000009 430.71000000000009 3.5000000000000004 decision_type=10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=6 2 3 4 -2 14 11 9 17 -8 -11 12 18 -14 15 -3 -16 -9 -1 -7 right_child=1 5 -4 -5 -6 19 7 8 -10 10 -12 -13 13 -15 16 -17 -18 -19 -20 -21 leaf_value=-0.0048274426933199114 -0.019835053277004345 -0.0011880745185460142 0.033774691741522415 -0.044713005531489526 0.010352943893243901 0.038201972098619155 0.036446712217144066 -0.0057367191215269234 0.02746257077475886 -0.028388714508728687 0.0028869077705007194 -0.034297968734364137 -0.0091660355543142953 0.018682725572158065 0.0092972655835228592 0.030072818108919985 -0.015515585778768404 0.0010069440617219759 -0.024120823023998456 0.0023019564900400163 leaf_weight=40.63628922146745 19.406439748825509 525.41483639704529 5.0877740364521733 14.065868049976414 11.117701402865348 5.3380133258178804 5.5119467552285633 241.66397323552519 9.0813919920474273 6.8654889357276252 998.23295634891838 7.6307587986811987 16.424775400198996 18.126864638878033 14.478435386554336 9.61376741575077 50.301150627550669 176.98681301344186 12.938269959995521 5.3554259897209713 leaf_count=934 356 7945 63 244 159 47 92 2556 104 113 12401 89 333 435 858 193 1644 1532 421 65 internal_value=-5.0899e-05 -0.00216866 -0.0146482 -0.0209026 -0.00870155 -0.00112271 0.000858015 0.0013671 -0.00215988 0.00286547 0.0026403 -0.0066723 -0.00386613 0.0054182 -0.00158669 -0.000561974 -0.00983679 -0.00287828 -0.00993502 0.0223847 internal_weight=2194.28 660.179 49.6778 44.59 30.5241 610.502 1534.1 1438.34 427.732 1010.61 1005.1 95.757 88.1262 34.5516 599.808 535.029 64.7796 418.651 53.5746 10.6934 internal_count=30584 11574 822 759 515 10752 19010 16798 4192 12606 12514 2212 2123 768 10640 8138 2502 4088 1355 112 is_linear=0 shrinkage=0.05 Tree=267 num_leaves=13 num_cat=0 split_feature=0 7 11 1 3 1 10 8 10 8 8 7 split_gain=2.41543 1.12251 2.02154 5.57241 4.12943 2.3867 2.42828 1.9516 2.22865 1.96341 5.51506 1.81835 threshold=21.500000000000004 0.084950000000000012 612.43500000000006 1.5000000000000002 53313.735000000008 6.5000000000000009 41.555000000000007 17382.360000000004 63.375000000000007 6477.2300000000005 7574.9400000000014 0.087950000000000014 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 left_child=1 2 5 4 -4 6 -1 9 -9 11 -11 -3 right_child=-2 7 3 -5 -6 -7 -8 8 -10 10 -12 -13 leaf_value=0.0068854091858159376 -0.027135510245688901 0.026442437654451218 -0.026166173023456446 0.022865784939168146 0.018967374682621496 -0.029625390606451574 -0.00587492271977941 0.0063025173547241343 -0.033196361277340714 0.052244045734316402 0.0020195213291349426 0.0013319131681286266 leaf_weight=89.218708184780553 6.5711201615631571 6.2624800545163444 32.955508954823017 8.6013250995893014 5.0829085123259565 5.3710539336316279 62.301896729273722 5.3570864095818234 7.5352951847016811 6.2807910935953286 23.220801225630566 1937.4962211959064 leaf_count=3014 53 109 616 252 105 108 1465 68 104 101 403 24223 internal_value=0.00103379 0.00113296 -0.00238601 -0.01141 -0.0196757 0.000320182 0.00160174 0.0014971 -0.0171515 0.0016301 0.0142384 0.00142894 internal_weight=2196.26 2189.68 203.531 46.6397 38.0384 156.892 151.521 1986.15 12.8924 1973.26 29.5016 1943.76 internal_count=30621 30568 5560 973 721 4587 4479 25008 172 24836 504 24332 is_linear=0 shrinkage=0.05 Tree=268 num_leaves=13 num_cat=0 split_feature=8 0 11 1 11 11 1 11 10 0 1 10 split_gain=2.41639 1.67538 4.17556 2.34245 4.89281 9.24358 3.8102 3.68464 3.10379 1.98297 1.92127 1.84881 threshold=49050.000000000007 7.5000000000000009 6249.5650000000014 3.5000000000000004 814.3850000000001 1148.3600000000004 2.5000000000000004 7033.9000000000005 7.7250000000000005 17.500000000000004 1.5000000000000002 562.66500000000008 decision_type=8 10 10 10 8 10 10 10 10 10 10 8 left_child=1 3 9 6 8 -6 11 -8 -5 10 -3 -1 right_child=-2 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 leaf_value=-5.2881968239134605e-05 -0.027879239313659016 -0.040569728586723114 0.020737084550885049 -0.010847461562546665 -0.031712100225609149 0.0043027567129208591 -0.018635028897791294 0.011356679401282649 0.018405233405711235 0.00057992131536431795 -0.012495574015877135 -0.015982539339184268 leaf_weight=1833.1469163963338 6.9604712347500017 9.3515037512406725 8.6307001272216421 9.516294605098663 19.632860256358981 129.27755839726888 50.109965551528148 11.865534052718429 69.282446995261125 12.697515308856962 20.526133213657886 17.40596978738904 leaf_count=24905 100 135 66 201 293 1448 1422 212 1157 96 334 188 internal_value=-0.000375091 -0.000272776 -0.00912317 -5.45303e-05 0.00472535 -0.000592078 -0.000628417 -0.0127244 0.0147181 -0.0156281 -0.0224738 -0.000213965 internal_weight=2198.4 2191.44 51.2059 2140.24 227.709 148.91 1912.53 61.9755 78.7987 42.5752 29.8776 1850.55 internal_count=30557 30457 631 29826 3099 1741 26727 1634 1358 565 469 25093 is_linear=0 shrinkage=0.05 Tree=269 num_leaves=17 num_cat=0 split_feature=10 10 0 2 10 10 0 4 7 7 0 3 0 11 2 7 split_gain=2.41349 5.21137 3.20413 2.70843 2.53747 3.12406 2.84652 2.46135 3.50801 3.11961 2.40342 2.53388 2.13692 2.85616 1.23488 1.74474 threshold=131.34500000000006 129.14500000000001 3.5000000000000004 3.5000000000000004 17.445000000000004 24.375000000000004 1.5000000000000002 6.5000000000000009 0.053100000000000001 0.23885000000000003 17.500000000000004 2531.0800000000004 5.5000000000000009 1697.9900000000002 2.5000000000000004 0.52825000000000011 decision_type=8 8 8 10 10 10 10 10 8 10 10 10 10 10 10 8 left_child=1 3 7 4 6 -6 -1 8 -2 -10 11 -5 13 -4 -14 -16 right_child=2 -3 12 10 5 -7 -8 -9 9 -11 -12 -13 14 -15 15 -17 leaf_value=0.0036649509697141863 0.034433530195720097 -0.032297138981155445 0.048388341746754542 -0.011683298719130005 -0.013996576741914664 -6.7610565807273645e-05 0.024542744806329033 -0.021621098585192639 -0.017431730155992625 0.0034096071748142089 0.022211998677876078 0.004797445661715246 0.023455098642714958 0.0026775044695238615 -0.019904847069373593 0.012962528762973128 leaf_weight=122.93654005089775 7.6679374715313307 11.92420428432524 8.8860768275335413 111.92702608252876 40.395811199210584 1492.1899287549313 18.130055672256276 9.440786346793173 18.101995644159615 287.77592278085649 5.7331044040620318 28.310240119695663 6.3049091976135996 5.7796597946435204 6.2522352095693323 8.0481413369998336 leaf_count=2500 115 117 110 1822 951 20009 691 100 207 2742 47 747 69 76 80 97 internal_value=7.84718e-05 -0.000653863 0.00382776 -0.000426129 0.00014234 -0.000446897 0.00653725 0.00222033 0.00302054 0.00210713 -0.00693466 -0.00831045 0.0179425 0.032014 0.00667751 -0.00144231 internal_weight=2189.8 1831.55 358.258 1819.62 1673.65 1532.59 141.067 322.987 313.546 305.878 145.97 140.237 35.271 14.6657 20.6053 14.3004 internal_count=30480 26884 3596 26767 24151 20960 3191 3164 3064 2949 2616 2569 432 186 246 177 is_linear=0 shrinkage=0.05 Tree=270 num_leaves=20 num_cat=0 split_feature=9 10 7 9 8 8 3 5 3 9 5 2 1 1 7 2 10 1 7 split_gain=1.197 2.70962 5.38389 2.83595 2.64043 5.94202 2.16678 2.32365 1.88451 1.26822 1.15903 0.971745 1.57458 1.48066 1.32954 1.17665 3.5761 2.84316 0.489682 threshold=2899.5000000000005 64.765000000000015 0.44715000000000005 5497.0000000000009 6600.3300000000008 1325.0150000000001 2756.8050000000007 44.255000000000003 26896.950000000001 3500.5000000000005 109.43500000000002 14.500000000000002 23.500000000000004 17.500000000000004 0.68795000000000006 2.5000000000000004 95.035000000000011 13.500000000000002 0.35785000000000006 decision_type=10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 8 10 10 10 left_child=11 2 6 9 5 -5 7 -2 -8 -3 -6 12 15 14 18 17 -17 -1 -13 right_child=1 3 -4 4 10 -7 8 -9 -10 -11 -12 13 -14 -15 -16 16 -18 -19 -20 leaf_value=0.00018899998851346005 0.018427538342049573 -0.010300229698268997 0.038115347387088216 -0.016674130116453134 -0.033759711646602283 0.047100252974857981 -0.03024086529588519 -0.0090235301441090234 0.0044857284284282959 -0.046414845631583351 -0.0051330988328498958 0 0.022630335016724533 -0.023302360693226873 0.018118784861940431 0.0087767890983175174 -0.0039270929212560845 -0.021666023803140901 -0.018350404087528114 leaf_weight=1813.6285739715677 12.976670804317108 5.0131597239524108 7.7057537571527055 7.7397796362638491 6.5670125312171868 5.275811486877501 10.714499404071828 16.044694154756147 5.1679162097861981 7.3636897455435246 8.3720125285908562 6.5779301933944279 7.032817415893077 9.845649275928734 5.7607897929847232 140.11620406457223 89.799576973542571 14.004073064774273 5.9150201119482517 leaf_count=23099 320 136 137 77 151 100 702 376 328 201 198 67 46 67 34 3112 1197 87 42 internal_value=0.000143823 -0.00537416 0.00203296 -0.0149726 -0.00548111 0.0103359 -0.00474551 0.0032894 -0.0190488 -0.0340242 -0.0193593 0.000393727 0.000523649 -0.00867031 0 0.000434702 0.00379779 7.04689e-06 -0.00904687 internal_weight=2185.62 92.941 52.6095 40.3315 27.9546 13.0156 44.9038 29.0214 15.8824 12.3768 14.939 2092.68 2064.58 28.0994 18.2537 2057.55 229.916 1827.63 12.493 internal_count=30477 2726 1863 863 526 177 1726 696 1030 337 349 27751 27541 210 143 27495 4309 23186 109 is_linear=0 shrinkage=0.05 Tree=271 num_leaves=19 num_cat=0 split_feature=3 3 7 5 10 10 3 7 3 4 4 3 10 3 7 10 11 10 split_gain=2.79205 2.67913 2.4758 6.36116 3.11686 3.93413 2.68387 2.64511 2.47611 2.00998 1.99529 1.59079 5.91321 2.43416 3.4276 2.27824 1.71444 0.752264 threshold=318.5800000000001 300.02500000000003 0.8831500000000001 105.99000000000002 109.99500000000002 136.88500000000002 382.40000000000003 0.85025000000000006 874.5200000000001 1.0000000180025095e-35 1.5000000000000002 247.38500000000002 85.450000000000003 158.86500000000004 0.61435000000000006 86.765000000000015 718.70000000000016 120.67000000000002 decision_type=8 10 10 10 10 8 8 10 10 8 10 10 10 10 10 8 10 10 left_child=1 11 4 8 6 17 10 -8 -4 -3 -2 13 16 15 -15 -1 -13 -6 right_child=2 9 3 -5 5 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 leaf_value=-0.0017808285792904122 -0.0078944255135412773 0.044255041552276449 0.01658616752507935 0.04917204662205777 -0.018646553893167519 0.012199561527825526 -0.0010197663619194036 -0.029924043834508158 -0.026070142189691465 0.0025945681511710056 -0.043787396033459068 0.030204220594869942 -0.039178060287229935 0.03266223304672685 0.0025315016522365302 0.0030409941995960688 -0.0064940475128333706 -0.042272388796882249 leaf_weight=376.0036138005089 13.138306505978109 5.4856413602828953 5.1262832805514353 7.3296695891767731 13.001299499534072 7.0135042928159264 982.21499861089978 6.9965920476242891 6.5937155280262232 5.9630299080163249 5.2146077975630751 5.4444306574296224 9.4045448219403607 14.179410128854213 26.544029524549842 694.43485846789554 5.3681108616292477 7.5787183800712219 leaf_count=4619 230 68 61 68 194 91 16887 97 59 96 143 101 147 239 370 6936 84 113 internal_value=9.61335e-05 0.00180946 -0.00175643 0.0156227 -0.00209585 -0.0183943 -0.00162674 -0.00125927 -0.00718221 0.0249094 -0.0200867 0.0015495 -0.0119873 0.00181085 0.0136739 0.00134253 0.012554 -0.0291343 internal_weight=2197.04 1142.83 1054.21 19.0497 1035.16 27.5935 1007.56 989.212 11.72 11.4487 18.3529 1131.38 20.2171 1111.16 40.7234 1070.44 10.8125 20.58 internal_count=30603 12660 17943 188 17755 398 17357 16984 120 164 373 12496 332 12164 609 11555 185 307 is_linear=0 shrinkage=0.05 Tree=272 num_leaves=17 num_cat=0 split_feature=2 1 2 7 10 10 1 3 11 11 3 11 11 11 11 7 split_gain=1.67727 2.67994 2.2786 3.86848 1.50926 5.04673 2.73228 2.36247 2.06257 3.70209 3.56036 1.80722 6.61885 5.78048 1.27578 0.47127 threshold=10.500000000000002 18.500000000000004 17.500000000000004 0.18345000000000003 86.335000000000022 84.895000000000024 1.5000000000000002 5863.6950000000006 735.04000000000008 1386.5650000000003 1.0000000180025095e-35 4211.7100000000009 5479.2250000000013 3558.8500000000008 4420.1500000000005 0.53305000000000013 decision_type=8 10 10 8 8 10 10 10 10 10 10 10 10 10 10 10 left_child=4 2 3 -2 5 11 15 8 10 -10 -6 13 -13 -1 -5 -7 right_child=1 -3 -4 14 7 6 -8 -9 9 -11 -12 12 -14 -15 -16 -17 leaf_value=-0.00051243691998163873 0.01312220655230059 0.012960372049172157 0.0038940826731527038 -0.038478943694234054 0.0010194004226539389 -0.012861183889938635 0.0047209421736878563 -0.025197316699013834 0.010878692138513064 0.0015616528100825646 -0.01760392920994823 0.017023359632654798 -0.00068525629614098768 -0.018385871829327317 -0.006943391866523917 -0.036601964164979628 leaf_weight=891.57735838892404 5.2589370217174318 9.7773736231029016 10.467679681256412 16.50172710604966 110.53285970212892 5.0301019223406973 6.3924330878071478 6.9204639908857635 130.8255775035359 570.75774432648905 32.227212582714856 65.097360046114773 259.00587061862461 46.707849094644189 5.0507330894470206 14.004080349579452 leaf_count=15936 74 66 77 176 1392 69 109 84 1550 5652 608 913 2888 698 35 178 internal_value=9.95959e-05 -0.00913498 -0.0152478 -0.0227723 0.000309252 -0.000767639 -0.0223954 0.00194326 0.00220117 0.00331915 -0.00324313 -0.000310682 0.00289763 -0.00142613 -0.031946 -0.0315328 internal_weight=2186.14 47.0565 37.2791 26.8114 2139.08 1287.82 25.4266 851.264 844.343 701.583 142.76 1262.39 324.103 938.285 21.5525 19.0342 internal_count=30505 428 362 285 30077 20791 356 9286 9202 7202 2000 20435 3801 16634 211 247 is_linear=0 shrinkage=0.05 Tree=273 num_leaves=20 num_cat=0 split_feature=1 7 11 7 11 0 7 11 7 11 7 11 4 10 11 8 7 0 11 split_gain=1.20779 2.88823 6.20609 5.20857 2.90232 3.55497 1.62916 4.51017 3.16675 1.90958 1.79903 5.44275 1.73706 1.42062 1.35657 1.21467 1.20147 0.367796 0.00649499 threshold=7.5000000000000009 0.19005000000000002 160.97000000000003 0.33705000000000007 7552.1800000000012 8.5000000000000018 2.8880000000000003 16045.760000000002 2.0222000000000002 20514.910000000003 1.3680500000000004 5479.2250000000013 1.5000000000000002 328.03500000000008 29305.125000000004 5797.3550000000005 0.11075000000000002 1.5000000000000002 7033.9000000000005 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 left_child=6 2 -2 17 5 -5 8 12 10 13 15 -12 18 -10 -9 -1 -4 -3 -8 right_child=1 3 16 4 -6 -7 7 14 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.0010731906920286658 -0.021857421413465045 -0.037917405223627208 0.054395817804304872 0.0056794968914300773 0.025168166518256929 -0.024283682541543335 -0.041557341354947201 0.022674104574907292 0.012690859448293743 -0.0040190081273400683 -0.028839550837574963 0.0010500614993961253 -0.001068707985257394 0.041588618904931353 -0.0042184929585124082 0.0047500888207073245 0.020563524865679982 -0.01455861246405445 -0.024116491159707713 leaf_weight=1839.4536710903049 5.3271662467159357 6.1511461548507196 5.9736515656113598 59.640141447074711 13.824681523256002 10.819253906607626 6.3276510280557039 7.6022263886407044 16.618281956762083 9.1173789203166944 22.019443554803729 43.933728257194161 6.1435473961755624 6.1119800563901654 9.2097455728799087 92.892605381086469 8.7460246309638023 6.1141910036094487 10.38743684440851 leaf_count=26203 93 53 65 427 68 120 83 69 156 74 228 387 63 64 77 1930 77 76 122 internal_value=-0.000735896 0.00418576 0.0209749 0.000469248 0.00504784 0.00073315 -0.00101744 -0.0109366 -0.000815864 0.0145736 -0.0010708 -0.00913605 -0.025013 0.022097 0.00825164 -0.000788353 0.0371986 -0.0286254 -0.0329743 internal_weight=2186.41 116.596 20.0468 96.5494 84.2841 70.4594 2069.82 39.6706 2030.15 31.8476 1998.3 65.9532 22.8586 22.7303 16.812 1932.35 14.7197 12.2653 16.7151 internal_count=30435 979 235 744 615 547 29456 414 29042 294 28748 615 268 220 146 28133 142 129 205 is_linear=0 shrinkage=0.05 Tree=274 num_leaves=18 num_cat=0 split_feature=9 7 10 9 8 7 7 5 10 11 11 6 11 5 11 10 5 split_gain=2.27347 5.79647 6.42965 2.64447 2.37265 1.79019 2.28501 1.80983 1.75714 1.53428 4.25338 2.02536 1.41688 1.33382 0.613256 0.575743 0.488363 threshold=4729.0000000000009 0.63345000000000007 120.67000000000002 35250.000000000007 1013.1350000000001 6.2646000000000006 2.8880000000000003 231.98000000000005 238.46000000000001 1984.6900000000003 6376.6250000000009 2.5000000000000004 14885.475 178.99500000000003 16045.760000000002 421.75500000000005 461.35500000000008 decision_type=10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 8 left_child=5 3 4 9 -3 6 7 13 -9 11 -11 -2 16 -1 -7 -14 -8 right_child=1 2 -4 -5 -6 14 12 8 -10 10 -12 -13 15 -15 -16 -17 -18 leaf_value=0.0002163108194353729 -0.037819201107265943 0.010055119757019807 -0.021796134114714746 0.011729331015258951 0.058173696866825643 0.0054244433851075831 -0.03093070168492041 0.01473337016634532 -0.0017838657940651504 0.0095663269637075929 -0.034512260311896463 -0.0035804882136712748 -0.0098350832210089226 -0.0069738856428399627 0.029701400411758169 0.010402615143932942 -0.010562576896432507 leaf_weight=1942.096133453073 18.717454685596753 5.5614392617717403 6.5390549926087251 5.9622517474926999 5.4849589122459292 6.1921126681845617 8.793639496900143 40.27237930893898 25.26548202894628 11.319179888581859 8.8502535331062955 6.2466140834148964 6.5742770060896856 65.709663648158312 5.6296565234661102 5.5322958454489708 7.8232555836439159 leaf_count=26952 682 55 90 117 82 78 98 305 262 294 246 295 64 584 40 50 92 internal_value=-0.000127591 -0.00901505 0.0150068 -0.0175079 0.0372086 0.000162929 4.69092e-05 0.000246494 0.00835956 -0.0216491 -0.0102556 -0.0299123 -0.0137151 -1.98689e-05 0.0187902 -0.000117551 -0.0227691 internal_weight=2182.57 68.6812 17.5855 51.0958 11.0464 2113.89 2102.07 2073.34 65.5379 45.1335 20.1694 24.9641 28.7235 2007.81 11.8218 12.1066 16.6169 internal_count=30386 1861 227 1634 137 28525 28407 28103 567 1517 540 977 304 27536 118 114 190 is_linear=0 shrinkage=0.05 Tree=275 num_leaves=28 num_cat=0 split_feature=3 3 3 1 10 5 5 5 10 10 5 5 10 1 5 5 3 3 5 5 11 4 1 10 10 2 11 split_gain=2.74079 3.28657 2.91955 8.45631 2.51193 4.24263 5.91931 3.06442 4.20295 3.66398 3.6346 3.16113 3.7429 3.58511 2.42129 2.25769 3.40467 8.8236 2.05692 1.93709 1.83466 1.73079 1.58519 1.45017 5.10231 1.99983 1.09276 threshold=470.19500000000011 247.38500000000002 185.59500000000006 1.0000000180025095e-35 93.915000000000006 77.445000000000007 82.445000000000007 86.77500000000002 86.335000000000022 89.635000000000005 92.715000000000018 79.315000000000012 90.685000000000016 2.5000000000000004 105.99000000000002 92.415000000000006 367.72500000000008 300.02500000000003 85.595000000000013 76.075000000000003 17792.005000000001 1.0000000180025095e-35 3.5000000000000004 85.450000000000003 80.965000000000018 1.0000000180025095e-35 1104.4650000000004 decision_type=8 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 left_child=1 2 20 19 7 26 -7 11 10 -10 -9 12 -2 -13 -8 23 17 -17 -5 -4 21 -1 -22 24 -3 -25 -6 right_child=4 15 3 18 5 6 14 8 9 -11 -12 13 -14 -15 -16 16 -18 -19 -20 -21 22 -23 -24 25 -26 -27 -28 leaf_value=0.0013270164859997924 0.0029524035282605353 -0.01699704415967199 0.013809920135730146 0.018572692262199413 -0.0088361459621453791 0.038743483963547959 -0.012851979925181396 0.017226256559030716 0.06136161682488156 0.013634576089742763 -0.018189743967745021 -0.013085458999232139 0.034707939190924686 0.026336134206532209 0.011514758494650477 -0.018400376697687595 -0.02130142942011953 0.055869910473801548 0.061456891601693764 -0.019731813598793346 -0.0095920732809206058 -0.0031320709539708136 0.013978307969972554 -0.038589061276364356 0.028800305945546341 -0.0023820935506107289 -0.039276887476295035 leaf_weight=660.29657781776041 815.11186452687252 37.856798496795818 5.4888843274675372 7.0682930871844274 5.8415977417025706 7.4479262521490446 37.380646402016282 17.380378896370534 6.615688499994576 10.947614210657777 10.909221909008918 51.025138042401522 8.4307635184377414 5.4774861335754386 12.811110724695025 7.5115652615204471 8.0218675634823722 6.6211705226451159 6.6644798768684268 11.685452517122028 82.067446167580783 323.20343402214348 6.7639967116992912 11.764357576146724 6.2094530584290615 6.072180514689534 9.2385312314145249 leaf_count=6222 14392 730 87 126 113 105 491 259 86 128 144 679 124 95 149 113 119 89 99 144 635 4732 48 159 115 146 142 internal_value=0.000567531 -0.00105292 -0.00031782 0.0145795 0.00249827 -0.00636904 0 0.00320623 0.0156919 0.0342187 0.00324345 0.00253294 0.00332525 -0.00878535 -0.00643142 -0.010525 0.00289357 0.0174574 0.0424825 -0.00856681 -0.000765037 -0.000134969 -0.00760604 -0.0153765 -0.00993684 -0.0273092 -0.0290788 internal_weight=2185.91 1187.3 1103.24 30.9071 998.618 72.7198 57.6397 925.898 45.8529 17.5633 28.2896 880.045 823.543 56.5026 50.1918 84.0574 22.1546 14.1327 13.7328 17.1743 1072.33 983.5 88.8314 61.9028 44.0663 17.8365 15.0801 internal_count=30471 13564 12093 456 16907 1000 745 15907 617 214 403 15290 14516 774 640 1471 321 202 225 231 11637 10954 683 1150 845 305 255 is_linear=0 shrinkage=0.05 Tree=276 num_leaves=27 num_cat=0 split_feature=7 10 10 5 5 10 10 3 1 7 7 3 7 5 10 3 5 5 7 10 10 3 4 10 3 10 split_gain=3.13896 3.86042 4.22535 5.45642 4.77634 3.532 3.87456 4.80346 4.03218 3.20824 7.0668 3.10895 3.05142 5.25529 3.25045 5.61145 3.1759 5.6169 5.86843 2.61925 6.02229 2.41902 4.11693 2.80614 2.18987 1.53022 threshold=0.40295000000000009 48.845000000000006 51.725000000000001 48.525000000000013 38.365000000000002 39.875000000000007 32.580000000000005 16139.885000000002 11.500000000000002 0.13585000000000003 0.074450000000000002 800.04500000000019 0.42375000000000007 77.785000000000011 73.325000000000003 4256.1850000000004 59.745000000000012 55.655000000000008 0.45865000000000006 204.61500000000004 192.17000000000004 225.66500000000002 8.5000000000000018 79.335000000000022 4736.0250000000005 299.87000000000006 decision_type=8 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=1 5 3 4 -3 6 8 -8 -1 10 -7 -11 13 14 15 -2 17 24 -19 20 -4 23 -23 -18 -14 -21 right_child=12 2 19 -5 -6 9 7 -9 -10 11 -12 -13 16 -15 -16 -17 21 18 -20 25 -22 22 -24 -25 -26 -27 leaf_value=-0.0025652946811984476 0.0085602358154722672 0.010165155123706965 0.0044461217537065233 -0.0088521846981182914 0.054284890142349586 -0.016715416087385072 0.0055878928830329043 0.038762481795377383 0.027824555588008934 0.0024828078481164101 0.03413631318015671 -0.018874978620714716 0.002907913297848026 0.025750865706241993 -0.045965319958590212 -0.040273497847498362 0.0079867416336379272 -0.010259199513699279 0.031202431858097179 -0.020045207560128484 0.050316371763547842 -0.0059070428857327731 0.019744784255383015 -0.0014960965401254924 -0.013037958507077821 0.0024595804264142961 leaf_weight=247.42007322330028 13.607079499866815 12.544580837246032 357.2766689886339 9.6196671267971379 12.95510870288126 13.882742967922242 62.728940597968176 12.4937696037814 10.403866942971943 22.433644501958042 11.600442007649688 62.689758141059428 129.77259145770222 5.6307358755730084 9.8461000919342023 8.8658820022828859 89.699704552069306 10.761389737948774 31.818625329993665 15.750569923780857 6.342280462384223 425.98227100051008 15.195294428849591 555.87002114299685 24.759811078663915 12.755539511330428 leaf_count=5911 199 197 5193 163 187 369 1201 199 106 252 168 1050 1427 64 130 127 919 123 358 200 63 5843 241 5358 309 167 internal_value=5.23272e-05 0.00238362 0.00577163 0.0221828 0.0339715 -0.000873492 0.00168898 0.0115997 -0.0012169 -0.00858014 0.00665937 -0.0132248 -0.00148054 -0.0152784 -0.023135 -0.0113873 -0.00105723 0.00475881 0.020614 0.00423642 0.00539571 -0.00212013 -0.00496956 -0.000160441 0.000253452 -0.0100635 internal_weight=2192.71 870.898 427.244 35.1194 25.4997 443.653 333.047 75.2227 257.824 110.607 25.4832 85.1234 1321.81 37.9498 32.3191 22.473 1283.86 197.112 42.58 392.125 363.619 1086.75 441.178 645.57 154.532 28.5061 internal_count=30524 15426 6170 547 384 9256 7417 1400 6017 1839 537 1302 15098 520 456 326 14578 2217 481 5623 5256 12361 6084 6277 1736 367 is_linear=0 shrinkage=0.05 Tree=277 num_leaves=16 num_cat=0 split_feature=9 9 4 3 3 5 11 11 10 10 8 9 8 8 4 split_gain=1.64094 4.66578 8.1677 5.73492 5.8006 3.20265 6.48561 4.69237 3.4496 4.77118 2.07969 1.95121 1.52319 2.54847 1.22206 threshold=315.50000000000006 879.50000000000011 1.5000000000000002 616.86000000000013 8.3400000000000016 33.335000000000008 972.21500000000015 3558.8500000000008 32.065000000000005 19.905000000000005 5189.5750000000007 230.50000000000003 33969.735000000008 18824.240000000002 17.500000000000004 decision_type=8 10 8 8 10 8 10 10 10 10 10 8 8 10 10 left_child=11 2 -2 4 -4 8 10 -8 9 -3 -7 12 13 14 -1 right_child=1 5 3 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.00041283872755063807 -0.019140517762652853 0.017638993796919331 0.019489255121392417 -0.00094212339256018868 0.082205735167467084 -0.0081410932506163162 0.019921197932718793 -0.0052185001108909475 0.045339662294568872 -0.030305569414991691 -0.033166945798207934 -0.025697519047871473 -0.023961671095494973 0.024340265860419069 -0.015129372675856432 leaf_weight=1983.2980819211807 8.1499167364090699 19.102829324663624 8.4360639378428477 6.8598841000348321 7.4996210667304686 18.398458911804482 29.888831671327353 45.262374486075714 6.1204698658548287 5.9748233081772915 16.85877032962162 6.7055235360749057 5.8858854779973617 9.3557978961616737 13.233132323715834 leaf_count=24390 221 1085 187 272 202 736 768 1013 288 328 556 189 58 79 189 internal_value=-0.000169097 0.00449326 0.0217583 0.0367806 0.0524112 0.00055912 -0.00342275 0.0048446 0.0144747 0.00530024 -0.0208302 -0.000572168 -0.000473212 -0.000389893 -0.000520409 internal_weight=2191.03 172.552 30.9455 22.7956 15.9357 141.607 110.408 75.1512 31.1981 25.0777 35.2572 2018.48 2011.77 2005.89 1996.53 internal_count=30561 5656 882 661 389 4774 3073 1781 1701 1413 1292 24905 24716 24658 24579 is_linear=0 shrinkage=0.05 Tree=278 num_leaves=7 num_cat=0 split_feature=7 7 11 11 11 11 split_gain=2.07008 1.38347 1.97588 2.46622 1.2211 0.392827 threshold=6.2646000000000006 4.347150000000001 50723.840000000004 40033.145000000011 1647.4150000000002 13242.155000000001 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -3 right_child=-2 5 -4 -5 -6 -7 leaf_value=0.0014470431156397463 0.019953509269173473 -0.025663165349197426 0.019297792528530321 -0.023142153764740887 -0.00094789197268241798 -0.0048048927191464792 leaf_weight=990.3730939818779 12.160225279629229 5.4496097043156606 12.39795679040253 10.415102198719977 1146.9109309519408 5.4352386482059956 leaf_count=16643 102 59 83 82 13398 45 internal_value=0.000181765 5.95801e-05 0.000155405 3.36455e-05 0.000159691 -0.0169491 internal_weight=2183.14 2170.98 2160.1 2147.7 2137.28 10.8848 internal_count=30412 30310 30206 30123 30041 104 is_linear=0 shrinkage=0.05 Tree=279 num_leaves=24 num_cat=0 split_feature=11 7 7 5 11 11 11 3 10 10 10 10 1 10 3 5 7 7 5 10 11 3 3 split_gain=2.06816 4.54079 9.4407 8.35429 5.907 4.2861 3.96811 3.6973 3.57736 3.48861 5.21827 3.86544 3.27938 2.67604 2.23056 2.15723 1.82766 7.97518 4.00968 5.73596 2.82587 2.78916 2.03632 threshold=1295.9400000000003 0.43975000000000003 0.38885000000000008 46.385000000000012 972.21500000000015 1313.4200000000003 1081.0300000000002 746.95000000000016 74.865000000000023 180.50500000000002 106.65500000000002 385.43000000000006 1.0000000180025095e-35 75.665000000000006 1.0000000180025095e-35 104.01500000000001 0.48395000000000005 0.39385000000000003 59.235000000000007 159.61500000000004 1423.7600000000002 17503.890000000003 2807.7300000000005 decision_type=10 10 10 10 8 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 left_child=1 2 7 -4 -5 -2 9 13 -9 10 -3 -11 14 -1 -8 -14 17 22 19 -18 -20 -19 -7 right_child=5 6 3 4 -6 16 12 8 -10 11 -12 -13 15 -15 -16 -17 18 21 20 -21 -22 -23 -24 leaf_value=0.0062289855014896096 0.032682816216955665 -0.0061751737689113599 -0.014728521376891466 0.024301806653214717 0.082667342335902616 0.0065658883978624016 -0.041958162270301892 -0.004477784477376825 -0.029929974945066558 -0.032205302236628222 0.013375102201975934 0.010096686118527487 -0.015057705411301126 -0.0039280031262113489 -0.01501262258389937 0.016028619182639686 0.027204665041448185 -0.010368921202455299 -0.014267052976753392 -0.0021312863317188139 0.0013896395359280491 -0.036866448565942053 -0.0012335737009675177 leaf_weight=171.80749236769043 9.3793327398598176 176.90344808902591 8.8319236491806787 19.543446278665218 5.4297135788947335 135.72146587842144 16.281529441475868 212.77234727470204 13.934538439614697 19.67182250879705 41.161395999602973 6.5542796328663853 14.095125497784467 102.34738747798838 18.481605565175414 7.7946237642318001 34.769455752335489 114.00542518822476 28.905228614807129 30.391027599573135 770.85780537221581 10.371271506417541 213.13520540774334 leaf_count=2906 106 2745 112 277 71 1405 127 5446 285 226 456 84 233 1492 210 89 344 1422 322 283 8083 117 3575 internal_value=-0.000539169 -0.0024932 0.000265482 0.0254549 0.0398785 0.00066977 -0.00739556 -0.00147202 -0.00618873 -0.0045625 -0.00241788 -0.0214672 -0.0192341 0.00241852 -0.0285929 -0.00355322 0.000417414 -0.00207314 0.00178669 0.0136213 0.000800417 -0.0128947 0.00179658 internal_weight=2183.15 835.611 534.667 33.8051 24.9732 1347.54 300.944 500.862 226.707 244.291 218.065 26.2261 56.6529 274.155 34.7631 21.8897 1338.16 473.233 864.924 65.1605 799.763 124.377 348.857 internal_count=30416 14759 10589 460 348 15657 4170 10129 5731 3511 3201 310 659 4398 337 322 15551 6519 9032 627 8405 1539 4980 is_linear=0 shrinkage=0.05 Tree=280 num_leaves=14 num_cat=0 split_feature=10 11 11 11 5 10 8 10 3 5 3 11 11 split_gain=1.35492 2.40527 11.7985 4.74007 1.98609 3.22536 2.07949 1.80336 2.63399 2.48044 1.60333 2.20679 1.37647 threshold=22.055000000000003 5201.3450000000003 8110.7050000000008 3908.6750000000006 16.675000000000004 19.905000000000005 10247.740000000002 23.515000000000004 41430.535000000011 30.330000000000002 14029.505000000003 6376.6250000000009 26263.760000000006 decision_type=10 10 10 10 8 8 8 10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 -6 -2 10 -10 12 -12 -9 right_child=7 2 -4 -5 6 -7 -8 8 9 -11 11 -13 -14 leaf_value=0.0044593567130524351 -0.021044387275974467 0.055908942511452397 -0.018510764365036111 -0.035627118561078662 -0.015434314204020749 0.041261065075075959 0.016675054907472849 -0.00049848571687840821 0.040870402221766279 -0.0026710997151935725 -0.022497361021586212 -0.0028988780035331123 0.0074752755043300872 leaf_weight=130.1621271945769 9.6690252835396659 9.9300486396532524 9.5205137233715487 7.0091481748968354 21.46721303451341 5.3180047378409645 5.4788305554538956 1837.1914762689266 6.4557359591126424 5.2612273450940847 17.688024796079844 67.529381699394435 54.721925726160407 leaf_count=2983 239 140 101 124 736 125 122 24206 78 60 380 771 396 internal_value=-0.000147384 0.00388579 0.0201141 0.00188642 0.00374392 0.00623231 -0.00836366 -0.000532826 -0.000420068 0.0222533 -0.000568145 -0.00723856 -0.000261383 internal_weight=2187.4 188.886 19.4506 169.435 162.426 135.48 26.946 1998.52 1988.85 11.717 1977.13 85.2174 1891.91 internal_count=30461 4331 241 4090 3966 3108 858 26130 25891 138 25753 1151 24602 is_linear=0 shrinkage=0.05 Tree=281 num_leaves=16 num_cat=0 split_feature=10 10 11 11 11 8 2 8 8 11 8 8 5 10 5 split_gain=1.31098 2.69765 3.12145 3.33189 2.59521 2.23069 2.02105 1.86901 4.0238 3.22852 2.97222 1.9895 1.9461 1.61272 0.727602 threshold=25.645000000000003 22.845000000000002 7033.9000000000005 5479.2250000000013 1740.7250000000001 10003.750000000002 17.500000000000004 1988.3650000000002 1399.8300000000002 15341.220000000003 7574.9400000000014 1198.2800000000002 81.885000000000005 68.02500000000002 10.075000000000001 decision_type=8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 3 5 -3 -1 7 8 11 10 -9 -2 -11 -10 -4 right_child=6 4 14 -5 -6 -7 -8 9 13 12 -12 -13 -14 -15 -16 leaf_value=-0.0031751749595050529 -0.0004200214767834521 -0.034294804957186301 -0.010367749598176115 0.030308183840966701 0.0033170964142937736 0.023348046061409514 0.017685236112558424 0.013503692544812713 -0.040443743198210459 0 -0.0010768550973578055 0.023173399421706136 -0.039479146383166547 -0.0068247540680609828 -0.036725955744689127 leaf_weight=169.6622499107616 1786.4718785870355 12.33746621059254 6.9617136490996909 7.3883499004878095 6.3918327710125586 7.2890694362577042 15.14732665941119 81.54725747089833 7.5767985901329649 6.4601197890005988 59.344780006445944 7.9747639577835789 5.0476353652775288 7.6658427882939577 6.197850456694141 leaf_count=4061 21648 354 54 90 119 166 91 1966 268 86 1117 196 61 198 105 internal_value=-0.000335513 -0.00402292 -0.0022217 -0.000453833 -0.0216879 -0.00192945 6.70404e-05 -7.53647e-05 -0.000526772 0.00522082 0.00736271 -0.000299536 -0.0190951 -0.025305 -0.024852 internal_weight=2193.46 216.229 197.499 184.34 18.7293 176.951 1977.24 1962.09 1809.69 152.4 140.892 1794.45 11.5078 15.2426 13.1596 internal_count=30580 4949 4476 4317 473 4227 25631 25540 22310 3230 3083 21844 147 466 159 is_linear=0 shrinkage=0.05 Tree=282 num_leaves=23 num_cat=0 split_feature=7 7 5 10 5 2 0 7 10 10 10 5 7 7 1 7 5 5 5 7 1 10 split_gain=1.34763 2.22126 7.62514 4.85877 2.11657 2.82715 5.90561 6.73172 2.86496 2.81321 5.92573 2.28336 2.09836 3.84434 2.79312 1.95258 2.28345 3.83803 2.87474 1.69568 1.50801 0.34111 threshold=0.48025000000000007 0.46715000000000007 70.595000000000013 66.890000000000015 124.47500000000001 5.5000000000000009 2.5000000000000004 0.6815500000000001 100.78000000000002 50.215000000000011 37.885000000000012 122.62000000000002 0.63345000000000007 0.67455000000000009 3.5000000000000004 0.46245000000000008 60.645000000000003 52.085000000000008 64.665000000000006 0.58470000000000011 1.0000000180025095e-35 74.02500000000002 decision_type=10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 left_child=1 15 3 -3 5 9 7 -7 -8 10 -2 -11 19 -14 -15 16 17 -1 -18 20 -6 -5 right_child=4 2 -4 21 12 6 8 -9 -10 11 -12 -13 13 14 -16 -17 18 -19 -20 -21 -22 -23 leaf_value=0.00092788803509094629 -0.015188685426077798 0.001299451321557555 -0.0333307835923854 0.0612316092970146 0.011641751507249099 -0.0030223707491383836 -0.025151404450189169 0.047648121308619742 0.0092520960868139549 -0.0039254200444461835 0.024411171563891394 -0.027949179387876832 0.036154212239852636 0.00035575073279144748 0.015988745628028059 -0.021391918978917242 0.01989653686983112 -0.0097328026261117064 0.0030484990516494916 -0.028858658023976077 -0.019080387432248026 0.029143105538919262 leaf_weight=712.43774850235786 14.231295620091258 9.8063122471794539 5.4699781499803057 5.7170403013005808 8.4323868937790412 11.357170196250083 12.098929144907741 13.625071050599216 10.229906575754287 722.30537937604822 23.851969439536333 9.1362929716706258 7.5335993580520144 267.20724016334862 31.104918332770467 8.9558737413026375 29.211501826532185 94.721851311158389 167.9519062677864 8.4397629331797344 5.8942704154178491 5.9467417299747494 leaf_count=12624 173 119 72 65 58 106 189 120 119 8915 382 87 56 2365 240 108 551 1557 2444 74 63 67 internal_value=-0.000285611 0.00101387 0.0149297 0.0283838 -0.00146993 -0.00283468 0.00887898 0.0251906 -0.00945423 -0.00357192 0.00947521 -0.00427007 0.00190558 0.0030219 0.00205048 0.000624608 0.000846994 -0.000327474 0.00565772 -0.0123769 -0.00109194 0.0488594 internal_weight=2185.67 1040.22 26.9401 21.4701 1145.45 816.836 47.3111 24.9822 22.3288 769.525 38.0833 731.442 328.612 305.846 298.312 1013.28 1004.32 807.16 197.163 22.7664 14.3267 11.6638 internal_count=30554 17607 323 251 12947 10091 534 226 308 9557 555 9002 2856 2661 2605 17284 17176 14181 2995 195 121 132 is_linear=0 shrinkage=0.05 Tree=283 num_leaves=20 num_cat=0 split_feature=3 11 11 10 0 7 2 3 3 3 7 11 11 10 10 2 5 11 7 split_gain=1.85655 3.04723 4.63806 2.6718 3.47156 2.13952 2.06921 2.39523 1.9676 1.53619 1.01297 0.94159 2.75166 3.32242 2.09452 3.3658 2.4603 1.53875 0.833225 threshold=20420.335000000003 10895.360000000002 6913.1750000000011 19.005000000000006 1.5000000000000002 0.20735000000000003 1.0000000180025095e-35 35101.67500000001 19048.610000000004 44902.67500000001 0.15025000000000002 224.71500000000003 356.45500000000004 112.14000000000001 9.1550000000000029 1.0000000180025095e-35 74.535000000000011 403.85000000000008 0.43605000000000005 decision_type=10 10 10 10 8 10 10 10 10 10 8 10 10 10 8 10 10 10 8 left_child=8 2 3 4 -2 9 7 18 11 -4 -5 14 13 -13 15 -1 -16 -14 -3 right_child=1 6 5 10 -6 -7 -8 -9 -10 -11 -12 12 17 -15 16 -17 -18 -19 -20 leaf_value=0.033114955128387309 0.0079933525536854903 -0.032948068508656003 -0.014475082965204914 -0.036927046959574626 -0.030564416232807604 0.035995992860810656 -0.035791906851135383 0.0081801582496051316 0.025828867763151978 0.020883507825706683 -0.0067106351318238153 -0.014240417426946921 0.011007994259282611 0.01641756318146546 -0.0017917566225705284 -0.005519064274778121 0.0094004633647572985 0.00055454385033935699 -0.0083662417103558956 leaf_weight=13.295229226117955 26.247163094813004 7.2104887124151 5.1228206645464542 7.8463538053911153 6.4273499503033227 9.583356310380621 10.051483761519192 10.92870343942195 6.881406716303899 5.0962629932910204 5.4841882013715813 56.214798946166411 35.003977090120316 9.4448030507191998 136.81215483811684 8.5694249949883652 74.951611367985606 1751.5492530576885 8.7860825583338737 leaf_count=411 758 72 81 194 368 127 215 89 151 61 123 982 514 126 3523 274 1189 21309 55 internal_value=0.000546769 -0.00597514 0.000452678 -0.00817783 -0.000125211 0.0201727 -0.0172571 -0.00912484 0.000872182 0.0030023 -0.0261806 0.000775113 0.000393863 -0.00957528 0.0037618 0.0181753 0.00217168 0.000768199 -0.0210273 internal_weight=2195.51 102.784 65.8075 46.0051 32.6745 19.8024 36.9768 26.9253 2092.72 10.2191 13.3305 2085.84 1852.21 65.6596 233.628 21.8647 211.764 1786.55 15.9966 internal_count=30622 2143 1712 1443 1126 269 431 216 28479 142 317 28328 22931 1108 5397 685 4712 21823 127 is_linear=0 shrinkage=0.05 Tree=284 num_leaves=28 num_cat=0 split_feature=7 11 11 7 11 5 5 11 7 5 11 5 5 11 3 7 7 11 7 5 0 5 1 11 5 11 5 split_gain=2.18455 4.58352 6.08806 3.46948 3.40236 2.97532 2.91682 2.58948 2.31401 2.33621 4.71998 2.42791 2.17692 3.22167 2.26599 2.15989 3.74673 3.43944 2.14016 2.90492 2.64868 2.07506 1.77455 1.79062 1.60156 0.63554 0.179717 threshold=0.99085000000000012 9239.9550000000017 5958.5400000000009 2.2403000000000004 4292.0750000000016 167.12000000000003 136.99500000000003 5107.8900000000003 0.85025000000000006 10.075000000000001 63.250000000000007 12.005000000000001 96.085000000000022 1166.6500000000003 200.03000000000003 0.19895000000000004 0.50465000000000015 764.81000000000006 1.2213500000000004 131.67500000000004 1.5000000000000002 129.72500000000002 1.0000000180025095e-35 26263.760000000006 247.63000000000002 1877.0450000000003 124.47500000000001 decision_type=10 8 10 10 10 10 10 10 10 10 8 8 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 left_child=5 2 4 21 6 8 -2 -6 9 10 -1 -11 14 -14 -10 24 25 -18 22 -20 -21 -4 23 -3 -7 -17 -24 right_child=1 18 3 -5 7 15 -8 -9 12 11 -12 -13 13 -15 -16 16 17 -19 19 20 -22 -23 26 -25 -26 -27 -28 leaf_value=-0.028059989235355434 0.00065052812464072942 -0.011920662737865156 0.045631593233488782 -0.0024544444370024187 -0.025025108183063943 -0.0092912248051761886 0.016342456479675315 0.0031916508582543637 -0.03727626165386163 0.023628712226173448 -0.0017710365585061937 0.0012726030570017438 0.017409884229840342 -0.0074339627342296048 -0.0050238241789384878 -0.020891794113184231 -0.033092175350524777 8.9066690723986651e-05 0.024699365024372543 0.00088724710060120334 -0.029972675034178942 0.019780073252510008 -0.035373033462516426 0.013709952033334189 0.026070595029529194 -0.050476861449682102 -0.014862251620050651 leaf_weight=17.244789012474939 66.23354375269264 24.889378931373358 14.993378339335321 9.1619451288133842 14.735145649872722 5.2216946203261596 53.735544361174107 15.854146353900431 9.8590298374183494 11.289091248181647 281.86778921168298 1351.2752950227587 14.712199933826922 74.789346084930003 12.502841982059179 7.1136784749105555 8.8679353641346079 36.005038809031248 10.817105483263729 82.135568793863058 6.5703334389254442 23.106930108740926 5.9527481496334058 8.1788990348577482 5.5673604113981128 5.7328577507287264 5.5799912475049496 leaf_count=818 662 169 121 101 150 80 517 145 141 330 3644 20727 210 799 156 70 89 261 67 692 84 199 66 45 78 56 53 internal_value=0.000409091 0.0040741 0.00900293 0.0244849 0.00398044 -0.000270384 0.00779745 -0.0106043 0.000124472 0.000597451 -0.00339179 0.00147869 -0.00680014 -0.00314765 -0.0204444 -0.010419 -0.0142647 -0.00693776 -0.00267203 0.00138012 -0.00165141 0.030988 -0.0116557 -0.00521824 0.00919563 -0.0371474 -0.0278258 internal_weight=2183.99 341.945 197.821 47.2623 150.558 1842.05 119.969 30.5893 1773.54 1661.68 299.113 1362.56 111.863 89.5015 22.3619 68.5086 57.7195 44.873 144.124 99.523 88.7059 38.1003 44.601 33.0683 10.7891 12.8465 11.5327 internal_count=30530 3071 1895 421 1474 27459 1179 295 26825 25519 4462 21057 1306 1009 297 634 476 350 1176 843 776 320 333 214 158 126 119 is_linear=0 shrinkage=0.05 Tree=285 num_leaves=25 num_cat=0 split_feature=7 5 5 8 8 11 3 5 5 11 11 3 2 11 11 5 3 3 3 5 0 5 9 11 split_gain=1.97916 2.5791 4.73788 2.88488 2.8057 2.29347 1.84135 1.83965 3.03926 3.44138 8.47821 4.50022 2.64043 2.76614 2.73424 2.59839 3.06695 2.11421 2.54928 2.19317 1.64323 1.54991 1.50033 0.927455 threshold=0.018950000000000005 64.055000000000021 40.465000000000011 7001.0500000000011 2068.3750000000005 108.35500000000002 591.44000000000017 61.795000000000009 55.655000000000008 1220.2500000000002 1580.7600000000002 261.34500000000008 8.5000000000000018 7387.0650000000014 1189.8350000000003 63.285000000000004 11387.740000000002 1125.3300000000002 158.86500000000004 8.8250000000000011 1.0000000180025095e-35 67.75500000000001 7025.0000000000009 1558.0700000000002 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 left_child=1 2 3 5 -3 -1 -5 8 17 11 -11 -10 15 14 -14 23 -17 18 -2 -19 -4 -6 -23 -9 right_child=7 4 20 6 21 -7 -8 12 9 10 -12 -13 13 -15 -16 16 -18 19 -20 -21 -22 22 -24 -25 leaf_value=-0.015677744496221228 0.0017771260954751542 0.027538686794547514 -0.037914654168951525 -0.00036252201980658719 0.018262397680252826 0.014134543731308388 0.038284991556075954 -0.0018894861558171737 0.058673436852085308 -0.043564813674134756 0.0098115532796507685 0.013162645677646013 -0.0016879149552826449 0.011101537172062132 -0.036827022860203638 -0.00026731859719556151 0.020996458311745424 0.012316694886147209 0.011664417933573888 -0.0021846747355004233 -0.0045577910919389411 -0.017977927294946426 0.010896694488930625 -0.025905170370834119 leaf_weight=29.319915790460072 307.72867426648736 8.753968292847274 16.703445211518559 5.78183731343597 5.1386525453999656 7.1845801721792659 5.001536735217087 6.6980757573619512 6.2693163449876002 7.3450412014499298 66.856212752871215 27.520036939531565 9.5848378352820927 6.8950803093612185 13.580435128882526 1113.4840702167712 16.218452046625316 26.88429672527127 82.536554115591571 388.74256714934018 5.4935860410332671 15.132560269907119 5.2393330237828186 12.204661220777778 leaf_count=1586 3329 196 349 75 106 231 247 123 87 93 776 438 95 39 109 12993 144 626 1235 6765 321 259 167 160 internal_value=0.000311519 -0.00639137 -0.0118915 -0.00263736 0.00464138 -0.00945654 0.0188664 0.000649134 0.00233273 0.0101765 0.00395239 0.0231943 -0.000652882 -0.0150408 -0.0231663 -0.000259228 5.18299e-05 0.00126416 0.00390542 -0.00120736 -0.030427 -0.00376965 -0.0101555 -0.0181691 internal_weight=2196.3 103.749 69.4849 47.2879 34.2645 36.5045 10.7834 2092.55 913.883 107.991 74.2013 33.7894 1178.67 30.0604 23.1653 1148.61 1129.7 805.892 390.265 415.627 22.197 25.5105 20.3719 18.9027 internal_count=30549 3537 2809 2139 728 1817 322 27012 13349 1394 869 525 13663 243 204 13420 13137 11955 4564 7391 670 532 426 283 is_linear=0 shrinkage=0.05 Tree=286 num_leaves=18 num_cat=0 split_feature=10 11 2 11 11 10 10 2 0 5 5 5 2 10 11 11 2 split_gain=1.43272 2.39204 2.29241 1.69473 2.72504 3.6817 1.66578 2.66639 4.43266 3.09548 2.00555 1.93271 1.6102 1.25513 1.16124 0.624584 0.364339 threshold=299.87000000000006 2327.6550000000002 1.0000000180025095e-35 5107.8900000000003 6913.1750000000011 356.14500000000004 180.50500000000002 5.5000000000000009 1.5000000000000002 231.98000000000005 307.53000000000003 260.69000000000005 5.5000000000000009 212.65500000000003 1166.6500000000003 800.03000000000009 3.5000000000000004 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 left_child=6 2 15 -3 -5 -6 10 8 9 -8 11 12 -1 -10 -9 -2 -4 right_child=1 3 16 4 5 -7 7 14 13 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.00011575101745683854 0.01643600453942454 -0.02014105199970459 -0.0074736109949048021 0.033801461905310165 -0.030944897424802782 0.0064085696821040081 -0.011901761114611773 -0.0076284231065023717 0.033164843996169896 0.0090184854927041619 -0.023279723327555093 0.021985859076299279 0.0064662307399635166 0.0055681370828266873 -0.039149321049796015 0.040807099336214785 0.00886501465175989 leaf_weight=1859.6456986344419 8.5826226873323375 7.5506082475185385 5.6385743943974358 5.6207813248038283 7.1647859439253798 33.215638671070337 77.212234490551054 6.3050210755318385 7.8939272686839104 21.770520120859146 8.0350006800144893 9.2503734678029996 96.750787084922194 9.5742153273895401 6.9445299208164215 7.5519568063318721 5.917519411072135 leaf_count=26997 98 91 99 59 80 308 751 73 99 208 63 80 1216 134 71 65 78 internal_value=0.000107386 0.00658272 0.0182356 0.000241764 0.00405111 -0.000685956 -0.000143355 -0.0056114 -0.0030367 -0.00720632 0.000216105 0.00032648 0.000210334 0.0194305 -0.0260885 0.0298508 0.000534385 internal_weight=2184.62 81.2425 27.6907 53.5518 46.0012 40.3804 2103.38 129.7 116.451 98.9828 1973.68 1965.65 1956.4 17.4681 13.2496 16.1346 11.5561 internal_count=30570 878 340 538 447 388 29692 1336 1192 959 28356 28293 28213 233 144 163 177 is_linear=0 shrinkage=0.05 Tree=287 num_leaves=22 num_cat=0 split_feature=3 3 10 3 10 3 3 3 1 7 11 5 10 11 10 6 7 7 7 7 11 split_gain=1.71225 3.53452 9.64512 6.19044 8.89629 7.91495 3.39562 3.0005 2.23054 2.10532 4.88294 7.17454 3.23285 2.55419 2.39663 1.56354 1.44432 2.34043 2.09287 0.62587 1.47138 threshold=3783.6800000000007 2488.6400000000008 66.890000000000015 2855.5500000000006 46.845000000000006 3158.3900000000008 2663.4950000000003 4005.7800000000002 1.0000000180025095e-35 0.58975000000000011 21975.970000000005 68.125000000000014 92.735000000000014 6137.545000000001 70.695000000000007 5.5000000000000009 0.18025000000000002 0.19895000000000004 0.17125000000000004 0.34905000000000003 3382.9450000000006 decision_type=8 10 10 10 10 10 10 8 10 10 10 10 8 10 8 8 10 10 8 10 10 left_child=1 15 3 4 -3 -5 -4 19 -8 12 11 -11 13 -9 -12 16 18 -18 -1 -2 -21 right_child=7 2 6 5 -6 -7 8 9 -10 10 14 -13 -14 -15 -16 -17 17 -19 -20 20 -22 leaf_value=-0.0020447573413581578 -0.03348488587174691 -0.0026021339881542203 -0.03442037555262719 -0.017244958325595396 0.059855129204076665 0.025123797415668416 0.0061593684422761143 0.00084246747869144646 -0.01872456858155952 0.065874036983588347 -0.036099702551586364 0.0073053568295156886 -0.038226998118914474 -0.0079207854089800075 0.0023176368095560061 0.024239769086978433 0.014610579648164292 0.00070706137894115703 -0.0231937702762295 0.0060119746191150611 -0.025931698322875191 leaf_weight=230.40507314912975 6.6316896267235306 7.9549186209915232 8.4288875581696612 16.473554836586118 17.258211266482249 28.840575896436349 29.801292811054736 241.94973657617811 11.696003526449202 5.3943173708394161 6.5499763395637256 32.252321980893612 5.3410977195017031 124.91002381546423 8.0542462281882745 5.9140835707075885 30.021058041602373 1353.3126901516225 11.422874706564469 5.4902205369435233 7.2358799846842885 leaf_count=4119 150 194 109 332 225 534 320 5577 238 55 53 353 78 1528 63 157 405 15749 173 81 89 internal_value=0.000412015 0.00111695 0.00934817 0.0211517 0.0406112 0.00957327 -0.00731562 -0.00235507 -0.00101208 -0.00143955 0.0078416 0.0173143 -0.00277339 -0.00214111 -0.0158013 0.000500659 0.000396343 0.00102274 -0.00315573 -0.0211269 -0.0123525 internal_weight=2195.34 1751.53 120.453 70.5273 25.2131 45.3141 49.9262 443.81 41.4973 424.452 52.2509 37.6466 372.201 366.86 14.6042 1631.08 1625.16 1383.33 241.828 19.3578 12.7261 internal_count=30582 22555 1952 1285 419 866 667 8027 558 7707 524 408 7183 7105 116 20603 20446 16154 4292 320 170 is_linear=0 shrinkage=0.05 Tree=288 num_leaves=13 num_cat=0 split_feature=4 11 10 5 11 11 11 0 4 4 4 1 split_gain=1.75519 1.42645 2.21511 5.3724 4.12152 2.07616 4.80176 1.23371 2.40681 1.16227 1.67601 0.723234 threshold=31.500000000000004 16045.760000000002 76.745000000000019 83.015000000000015 21975.970000000005 16945.110000000004 17792.005000000001 11.500000000000002 1.0000000180025095e-35 26.500000000000004 6.5000000000000009 13.500000000000002 decision_type=10 10 8 10 10 10 10 10 10 8 10 10 left_child=1 7 3 4 -3 -4 -7 9 11 10 -1 -9 right_child=-2 2 5 -5 -6 6 -8 8 -10 -11 -12 -13 leaf_value=0.00018940362761388102 -0.025382447486101158 0.020303117139473227 -0.023346087296303344 0.049762981613023956 -0.0091350117322364505 0.040110145686401255 -0.00044807013181001663 0.0074469410330040399 0.029778090926776458 0.021799684144779365 -0.007036051142521399 -0.011588678473346848 leaf_weight=1905.3962642905535 5.5830157506279638 23.635885736439377 7.2321769651025525 7.5477876849472514 21.879173158667982 6.9206967279314986 89.832408408634365 11.204249168746179 9.2837374964728934 5.0693800575099877 82.76140742644202 7.4248092509806147 leaf_count=27011 107 236 62 52 187 58 701 124 82 64 1723 71 internal_value=0.000383467 0.000463421 0.00503871 0.013254 0.0061525 0.000712594 0.00278253 0.000103119 0.0103581 -4.31047e-05 -0.000112244 -8.90558e-05 internal_weight=2183.77 2178.19 157.048 53.0628 45.5151 103.985 96.7531 2021.14 27.9128 1993.23 1988.16 18.6291 internal_count=30478 30371 1296 475 423 821 759 29075 277 28798 28734 195 is_linear=0 shrinkage=0.05 Tree=289 num_leaves=13 num_cat=0 split_feature=10 10 7 11 2 8 10 9 8 8 11 7 split_gain=1.34346 1.56613 4.64195 5.51286 3.20636 1.78332 5.22252 2.46885 2.42633 1.75528 1.27205 0.28194 threshold=562.66500000000008 356.14500000000004 0.41605000000000009 866.33500000000015 1.0000000180025095e-35 10003.750000000002 19.905000000000005 11010.000000000002 9634.3000000000011 8702.385000000002 16045.760000000002 4.347150000000001 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 left_child=1 5 -3 -4 -5 8 -7 -8 9 -1 11 -2 right_child=10 2 3 4 -6 6 7 -9 -10 -11 -12 -13 leaf_value=-0.00024409706887190799 -0.0097792750610917415 -0.024360685662624979 0.059674697815398886 0.017058255939046505 -0.018876143636589435 0.050196926772130647 0.011693148218917171 -0.010110104584539108 -0.030653511805574754 0.023028298125088692 0.0028234501269567445 -0.029234723357089317 leaf_weight=2046.4256956463214 5.7863814849406499 7.2624401431530705 5.3540556989610186 22.623591333627704 7.3950058445334426 5.7002447543200097 31.878735387697816 20.334006446646526 5.5425076584797344 7.1316666333004823 7.65129455551505 6.5552738159894943 leaf_count=28409 82 93 55 191 100 152 405 452 142 162 58 78 internal_value=6.49485e-05 0.000189501 0.00956591 0.0171472 0.00772156 -1.39962e-06 0.00857364 0.00307759 -0.000249048 -0.000149673 -0.0125192 -0.0219045 internal_weight=2179.64 2159.65 42.6351 35.3727 30.0186 2117.01 57.913 52.2127 2059.1 2053.56 19.9929 12.3417 internal_count=30379 30161 439 346 291 29722 1009 857 28713 28571 218 160 is_linear=0 shrinkage=0.05 Tree=290 num_leaves=28 num_cat=0 split_feature=11 1 10 10 5 3 2 2 7 1 7 10 5 2 8 10 11 10 7 10 3 5 7 7 2 5 11 split_gain=2.19716 2.84783 2.91923 14.8808 9.87629 3.70865 3.57036 2.66822 3.67105 4.02602 4.77121 2.83829 2.94495 3.37146 2.63374 3.54191 4.8125 3.84868 3.24252 6.48216 4.85319 2.35467 2.09887 2.45097 1.77785 1.47747 1.36696 threshold=6542.8100000000004 2.5000000000000004 90.195000000000007 95.035000000000011 90.915000000000006 800.04500000000019 1.0000000180025095e-35 2.5000000000000004 0.31700000000000006 1.5000000000000002 0.76975000000000016 79.335000000000022 75.105000000000004 1.5000000000000002 2606.1650000000004 62.605000000000011 4211.7100000000009 71.00500000000001 0.27925000000000005 83.545000000000016 9963.1550000000007 46.385000000000012 0.34645000000000004 0.72465000000000013 2.5000000000000004 86.77500000000002 12863.275000000003 decision_type=10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 8 10 8 10 10 10 10 10 10 10 10 left_child=1 14 5 4 -4 21 -7 11 -9 26 -11 12 13 -2 18 16 -16 -17 19 -1 -20 -3 -13 -24 -5 -14 -10 right_child=7 2 3 24 -6 6 -8 8 9 10 -12 22 25 -15 15 17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=-0.0050291681047642152 -0.002889762011940702 -0.0035440267843345839 0.09922333763911774 0.0029395073367438347 0.0089709670877252835 0.021568651812582284 -0.0063733326575973991 0.044274303896908472 -0.0024197266290788434 -0.0097981728094623018 0.03017759456809432 -0.028336555390024727 -0.029289814715774326 -0.033358127970393038 0.011711696971004333 -0.029254273383433983 0.058151313457389192 0.0056819878452112468 0.0025304259602830456 0.014263100117640169 0.038587220315936782 -0.020876858531106528 0.011226727120556381 -0.0020377307064918145 -0.0097045362831852094 -0.0092461702467339351 -0.038392050934570127 leaf_weight=336.15186370979063 126.85002196789719 31.648766185389832 5.0968287978321296 49.770766380475834 6.7394380262121558 15.177704827627165 37.753987662261352 5.2922944284509859 5.4636321929283422 12.436873179394754 15.895576257724313 5.6122864615172139 21.767570368945599 8.8699957490898651 66.150112744653597 9.0483321370556933 5.3106868395116171 35.31918042851612 937.68198955897242 48.930131254252046 8.4554007798433286 56.333613442257047 40.937029719818383 203.97723380010575 59.724798749666661 19.213164497166872 5.1159821460023522 leaf_count=6443 1258 565 85 524 69 254 1292 94 71 170 162 48 213 199 1839 183 95 671 11451 618 128 924 390 1724 754 152 64 internal_value=0.000252446 0.00108818 -0.00369009 0.00195626 0.0529264 -0.00856655 0.00179744 -0.00276303 0.00876802 0.00282535 0.0127235 -0.00398549 -0.00882074 -0.00514702 0.00195954 0.0091658 0.0159868 -0.0018205 0.00132237 -0.00253427 0.00289834 -0.014808 -0.00053371 0.000195707 -0.0039374 -0.0204559 -0.0220599 internal_weight=2180.73 1709.29 262.246 121.332 11.8363 140.914 52.9317 471.432 44.2044 38.9121 28.3324 427.227 176.701 135.72 1447.05 115.828 71.4608 44.3675 1331.22 385.082 946.137 87.9824 250.527 244.914 109.496 40.9807 10.5796 internal_count=30440 25895 4467 1432 154 3035 1546 4545 561 467 332 3984 1822 1457 21428 2788 1934 854 18640 7061 11579 1489 2162 2114 1278 365 135 is_linear=0 shrinkage=0.05 Tree=291 num_leaves=10 num_cat=0 split_feature=5 7 11 11 7 1 5 1 11 split_gain=1.8319 3.22113 1.83351 3.71781 4.34916 3.47466 7.04031 3.36581 2.14141 threshold=805.0100000000001 6.2646000000000006 507.04500000000007 683.00500000000011 0.57525000000000015 4.5000000000000009 57.755000000000003 2.5000000000000004 689.19500000000005 decision_type=10 8 10 10 10 10 10 10 10 left_child=1 2 5 4 -4 7 -7 -1 -5 right_child=-2 -3 3 8 -6 6 -8 -9 -10 leaf_value=0.002689069369650114 -0.019860792716229939 0.035858182469766041 -0.015372300165116606 0.025777256475786981 0.0082211809358991566 0.0061560616514272706 0.058310906781769915 -0.016742843751997531 -0.00028977109553316848 leaf_weight=334.38891468325164 10.614877900108693 5.2619745139963916 81.003325058612972 6.9141229987144461 24.633143193088472 33.588831675937399 7.20190724171698 22.833852378535084 1650.1932468625018 leaf_count=6949 106 50 1355 106 395 558 131 777 19955 internal_value=-5.57565e-05 4.81138e-05 -5.33268e-05 -0.000748016 -0.0097982 0.00300498 0.016659 0.00138974 -0.000162513 internal_weight=2176.63 2166.02 2160.76 1762.74 105.636 398.014 40.7907 357.223 1657.11 internal_count=30382 30276 30226 21811 1750 8415 689 7726 20061 is_linear=0 shrinkage=0.05 Tree=292 num_leaves=19 num_cat=0 split_feature=7 10 7 11 7 7 1 10 10 11 10 11 11 8 10 11 3 10 split_gain=2.25925 4.59882 3.45761 7.96416 4.61333 3.41548 2.8934 2.3622 3.49762 2.31911 2.21446 1.98943 2.6817 1.95392 1.61204 1.43382 0.593574 0.168001 threshold=0.96305000000000007 77.245000000000019 0.91505000000000014 5107.8900000000003 0.89185000000000014 0.8831500000000001 1.5000000000000002 87.705000000000013 91.735000000000014 33010.150000000009 91.215000000000018 7033.9000000000005 2471.3250000000003 1.0000000180025095e-35 108.96000000000002 8332.8250000000025 110.74500000000002 102.39500000000002 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 left_child=2 11 4 6 5 9 14 15 -9 -1 -6 12 -2 -10 -4 -3 -12 -5 right_child=1 7 3 17 10 -7 -8 8 13 -11 16 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.00077275749432014016 0.0036144375933920073 -0.032971013989533941 -0.0014041980708882126 0.029718796901804775 0.0014003212225074729 0.028864601966136584 -0.030001601640233189 0.027703825594177847 -0.0038985199320172061 -0.020682208150508658 -0.04447827949757617 -0.0011129802355768488 0.049183673499343453 -0.023970190867491348 0.026787463371777193 -0.0011415379366463245 -0.015922411675200917 0.059124958003313605 leaf_weight=1758.6026901436271 6.1409372743219155 10.682517242617907 13.699321351945406 6.0956323845311982 5.6655049901455667 9.7768375203013402 5.3429812574759117 7.5102069033309808 307.15653768181801 11.673247985541819 7.2427664194256041 7.527020499110221 6.9691908843815327 11.80827468447387 6.7011852059513322 5.6600586473941794 5.3724883832037458 5.7296469807624817 leaf_count=26526 56 103 164 52 69 108 85 66 2755 89 79 48 51 178 68 40 62 51 internal_value=0.00013041 -0.00346303 0.000846026 0.0156634 0.000525166 0.000790939 -0.000173692 -0.00487291 -0.00388612 0.000616863 -0.0237934 0.0188691 0.0299618 -0.00472981 0.0084416 -0.022937 -0.034747 0.0478558 internal_weight=2199.36 363.455 1835.9 37.5688 1798.33 1780.05 25.7435 342.818 326.475 1770.28 18.2808 20.6371 13.1101 318.965 20.4005 16.3426 12.6153 11.8253 internal_count=30650 3297 27353 420 26933 26723 317 3142 2999 26615 210 155 107 2933 232 143 141 103 is_linear=0 shrinkage=0.05 Tree=293 num_leaves=24 num_cat=0 split_feature=10 10 4 8 5 10 10 11 11 11 2 10 11 5 11 1 11 11 11 11 11 11 11 split_gain=1.81618 1.81669 2.97408 4.366 6.31937 2.01292 2.30953 1.60827 2.97523 2.41525 2.04294 1.53451 1.72202 2.77919 2.41122 1.45577 1.24188 1.07477 0.763348 1.5918 0.52016 0.288479 0.198026 threshold=2.8050000000000002 19.905000000000005 1.0000000180025095e-35 10003.750000000002 5.6450000000000005 7.7250000000000005 16.675000000000004 786.81000000000006 175.21000000000001 1674.4150000000002 1.0000000180025095e-35 562.66500000000008 92.875000000000014 74.535000000000011 270.15000000000003 1.0000000180025095e-35 4292.0750000000016 485.69500000000005 1256.9100000000001 1000.0550000000002 664.78000000000009 17792.005000000001 2259.0900000000006 decision_type=8 10 8 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 8 10 8 10 left_child=7 2 5 4 -4 -2 -7 8 10 18 -1 12 13 -3 -14 21 22 -10 19 -9 -19 -13 -11 right_child=1 11 3 -5 -6 6 -8 9 17 16 -12 15 14 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 leaf_value=0.021316744618982936 -0.0036287198255168132 -0.011677717248863758 0.036753313386853476 0.034986582132574391 -0.016698734977025325 0.028909696006002419 0.0018200638121467925 0.0222289665505227 -0.030987932680653696 -0.010429095306000519 -0.015290253972853329 -0.030130811898251425 0.010042289857683396 0.0019867802040036664 0.00029444450579546176 0.0029641804567861955 0.0013873361088045551 -0.0003321550757193654 0.025777078100721097 -0.012216158529182643 -0.020797840667744705 -0.0098250184520260395 -0.027316857176380833 leaf_weight=7.5848079216666493 9.9092862340621632 74.539812610950321 5.5713477596873409 5.8137500872835508 33.67382084496785 26.22403334826231 11.836639437824486 5.3889640122652063 16.361330263316635 6.7627319805324095 5.7941400217823693 7.1923938151448974 64.852224462199956 71.818192903185263 1785.8113000018056 7.7687616422772399 11.675529986619948 7.509920282289384 6.6708439029753199 5.9703475413843998 5.0490771904587746 5.1407241672277459 6.1868438753299415 leaf_count=255 187 2235 227 141 1457 433 200 67 279 74 205 86 1008 1151 21979 95 87 126 69 70 72 36 71 internal_value=0.000110601 0.000402859 0.00719688 -0.00193449 -0.00826162 0.0157406 0.0208753 -0.00701073 -0.0137995 -2.15094e-06 0.00515448 8.36327e-05 0.000227708 -0.00497061 0.000643974 -0.0133251 -0.0101344 -0.0226143 0.0133788 0.00419677 -0.00985577 -0.0234136 -0.0202358 internal_weight=2195.11 2110.15 93.0289 45.0589 39.2452 47.97 38.0607 84.9545 42.2993 42.6553 13.3789 2017.12 1997.02 146.358 1850.66 20.1019 24.6251 28.9203 18.0302 11.3593 12.559 12.3331 12.9496 internal_count=30610 29235 2645 1825 1684 820 633 1375 937 438 460 26590 26373 3386 22987 217 232 477 206 137 198 122 145 is_linear=0 shrinkage=0.05 Tree=294 num_leaves=24 num_cat=0 split_feature=7 5 7 7 2 2 11 11 5 9 7 7 10 4 2 10 4 5 4 5 8 5 8 split_gain=1.50702 2.8703 2.64244 3.82338 3.42082 3.62805 2.1866 4.12785 1.96331 1.97603 1.83541 3.97971 4.12383 3.02565 3.14853 2.91255 2.18058 1.25052 5.71216 2.04854 3.61469 1.8279 0.715589 threshold=0.018950000000000005 32.475000000000001 0.13585000000000003 0.12965000000000002 9.5000000000000018 1.5000000000000002 499.04000000000002 1717.9800000000002 1.1450000000000002 999.50000000000011 0.22385000000000002 0.23050000000000001 49.375000000000007 1.0000000180025095e-35 1.5000000000000002 65.75500000000001 8.5000000000000018 93.225000000000009 2.5000000000000004 40.465000000000011 3994.9000000000005 55.305000000000007 10003.750000000002 decision_type=8 10 10 8 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=1 8 3 4 5 -2 -5 -8 -1 -10 13 12 -12 14 -4 -15 -13 19 22 20 -3 -21 -19 right_child=2 17 10 6 -6 -7 7 -9 9 -11 11 16 -14 15 -16 -17 -18 18 -20 21 -22 -23 -24 leaf_value=0.0011878410490988155 0.0052621470341442031 -0.013673495366849904 -0.0050119436768535077 0.00060394955173671914 0.038521548345458317 -0.013682165687795796 0.067286593047621426 0.0052033787402608993 -0.039776835272765841 -0.0077983107668970382 -0.00080161740589489269 -0.00048144180404319193 0.050715355042134994 -0.022155491823732845 0.015113761308327135 0.0051543023665683342 0.0098803734419961719 0.00012334606332415604 0.040488217746674521 -0.030602901182054901 0.029715159636861818 -0.0045194206678223839 -0.023580845234602927 leaf_weight=8.2521576227154565 151.57883697049692 8.1519209884572792 95.565374999307096 5.2877963841892752 5.7268276344984761 29.223272799514234 5.461767420405522 5.203328010160476 11.702975617488852 9.4897417187457886 7.2493094080127758 1635.8852861344349 6.8613561084493995 38.334842843585648 23.296149003319442 12.183928528102113 51.383818848989904 5.3158925985917467 7.7987330188043407 8.196576744085176 9.0773047246038896 29.16284471959807 5.6287898377049714 leaf_count=327 2476 281 1192 84 68 837 89 67 552 809 123 19488 92 923 445 202 763 96 144 315 173 765 102 internal_value=-0.00013008 -0.00601131 0.000161818 0.00557478 0.00345813 0.00211424 0.0283648 0.0404685 -0.0189226 -0.0266793 -0.000424049 6.84838e-05 0.0256163 -0.00537212 -0.000932526 -0.0154998 -0.000157258 -0.000574973 0.010166 -0.00446945 0.00928783 -0.011021 -0.0126025 internal_weight=2176.02 102.777 2073.24 202.482 186.529 180.802 15.9529 10.6651 29.4449 21.1927 1870.76 1701.38 14.1107 169.38 118.862 50.5188 1687.27 73.3321 18.7434 54.5886 17.2292 37.3594 10.9447 internal_count=30413 3564 26849 3621 3381 3313 240 156 1688 1361 23228 20466 215 2762 1637 1125 20251 1876 342 1534 454 1080 198 is_linear=0 shrinkage=0.05 Tree=295 num_leaves=19 num_cat=0 split_feature=11 10 10 11 10 10 11 10 9 11 5 10 11 0 5 1 10 11 split_gain=1.45216 2.71824 4.27548 2.57362 2.22784 6.19214 2.5142 3.22425 2.13177 2.03796 1.8401 1.81324 1.47672 1.63845 5.78822 2.95704 1.29044 0.593413 threshold=388.15000000000003 212.65500000000003 186.29500000000004 281.60000000000008 204.61500000000004 186.29500000000004 417.40000000000003 65.365000000000023 1661.0000000000002 433.50500000000005 167.12000000000003 299.87000000000006 526.87500000000011 1.5000000000000002 247.63000000000002 9.5000000000000018 79.735000000000014 2161.6900000000001 decision_type=8 8 10 10 8 10 8 10 10 10 8 10 8 8 10 10 10 10 left_child=1 2 3 8 5 6 7 -2 -1 -8 17 -3 -6 15 -15 -14 -5 -7 right_child=4 11 -4 16 12 10 9 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 leaf_value=0.0013248150999984861 0.048069116838044712 -0.041043704246973525 0.03704462072132874 -0.0074795553622267214 -0.016729408507304824 -0.017092726094321126 -0.026224919265984633 -0.0012014974327207131 -0.011101748987360572 0.00054216790473526585 -0.00076982204879849463 -0.0040428222906648574 0.0067292895406849702 0.030566361047380666 -0.024007423066266492 -0.026257447189228296 -0.025255165451929115 -0.038256958276870381 leaf_weight=219.55751004745252 5.3334940662607533 6.5976287517696601 5.8934390828944734 41.6626387743745 5.5867137759923926 10.162949062883856 6.1360664491076014 6.4792370377108455 39.862850610050373 1649.650645588059 7.9135408289730576 6.8891379181295633 119.98234476149082 20.619144152849916 5.353924727998673 6.1723434701561919 13.952444520778952 11.13524656370282 leaf_count=4587 103 98 68 752 68 104 99 87 1641 20835 72 95 1170 255 89 42 192 98 internal_value=0.000172911 -0.0028518 -0.0018725 -0.00273126 0.000722278 0.000189256 0.000598254 0.0226696 -0.000600764 0.000424187 -0.0222405 -0.0240723 0.0063881 0.00737342 0.0186585 0.00488222 -0.0123946 -0.0296016 internal_weight=2188.94 334.416 320.929 315.035 1854.53 1696.81 1667.6 11.8127 259.42 1655.79 29.2117 13.4868 157.714 152.128 25.9731 126.155 55.6151 21.2982 internal_count=30455 7433 7240 7172 23022 21398 21124 190 6228 20934 274 193 1624 1556 344 1212 944 202 is_linear=0 shrinkage=0.05 Tree=296 num_leaves=16 num_cat=0 split_feature=10 10 11 11 10 11 11 11 7 10 9 9 5 11 7 split_gain=2.46705 3.51832 2.97706 6.95886 3.65463 2.13914 4.0096 1.75511 3.06681 2.91465 2.31606 7.04011 2.36437 2.05292 1.42527 threshold=22.055000000000003 23.515000000000004 8110.7050000000008 5201.3450000000003 14.845000000000001 1460.3800000000003 1256.9100000000001 12863.275000000003 0.79165000000000008 80.50500000000001 801.00000000000011 344.50000000000006 33.335000000000008 26263.760000000006 0.30865000000000004 decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 left_child=2 -2 3 5 -5 6 -1 10 9 -9 11 -3 -12 -10 -7 right_child=1 7 -4 4 -6 14 -8 8 13 -11 12 -13 -14 -15 -16 leaf_value=0.0049104518528669703 -0.029545002870939519 -0.0007925606884006146 -0.020974359729071961 0.013617518202429017 0.071339771239729385 -0.0098460178402065505 0.039277491149383795 0.0056754060408748686 -0.0060353952007293722 0.026645001181165303 0.012871613217701059 0.025091582798343143 -0.010550032896671932 0.0070268210450965558 0.01201191611172382 leaf_weight=118.73724050202873 9.3473703444469702 1621.6976271758322 9.0472692339681071 6.5799089341890049 5.0664604848716408 34.494491364341229 8.26155459997244 73.425006726291031 80.203098403289914 21.141882797703147 11.09729545318987 25.696253075730056 95.14721170370467 46.623497260734439 8.3584054689854366 leaf_count=3218 237 19950 103 73 74 704 126 690 676 172 512 638 2809 342 84 internal_value=6.03196e-05 -0.000460205 0.00548138 0.00693524 0.042779 0.00421224 0.00747456 -0.000305141 0.00387562 0.0106456 -0.000837711 -0.000370806 -0.0079598 -0.00117699 -0.00529194 internal_weight=2174.92 1984.38 190.545 181.498 11.6464 169.852 126.999 1975.03 221.393 94.5669 1753.64 1647.39 106.245 126.827 42.8529 internal_count=30408 26026 4382 4279 147 4132 3344 25789 1880 862 23909 20588 3321 1018 788 is_linear=0 shrinkage=0.05 Tree=297 num_leaves=20 num_cat=0 split_feature=10 11 4 3 1 5 5 1 11 11 2 5 3 3 3 2 4 10 10 split_gain=2.31364 3.35329 2.53219 3.85841 4.49308 3.84761 2.94892 6.96405 2.66271 2.47234 2.56136 2.36715 2.1707 4.69445 2.90534 1.70501 2.24254 1.14847 1.00885 threshold=59.695000000000007 21975.970000000005 4.5000000000000009 1366.6250000000002 5.5000000000000009 81.325000000000003 80.365000000000023 1.0000000180025095e-35 258.14000000000004 281.60000000000008 2.5000000000000004 111.92500000000003 3501.1600000000003 3158.3900000000008 7714.3550000000005 1.0000000180025095e-35 1.0000000180025095e-35 71.385000000000005 48.845000000000006 decision_type=8 8 10 10 10 10 8 8 10 10 10 10 10 10 10 8 10 8 10 left_child=1 11 8 4 5 -4 7 -5 15 -10 -11 12 13 -1 -14 16 -2 -17 -3 right_child=2 18 3 6 -6 -7 -8 -9 9 10 -12 -13 14 -15 -16 17 -18 -19 -20 leaf_value=0 -0.030939112180834616 -0.010389619169254866 -0.018410579449715466 0.062017291505778754 0.041082412042381784 0.0064014595338695128 0 -0.0060356913804629798 0.028350621990396931 0.0019046875999215976 -0.0048230286741585754 -0.023943232955157528 -0.011330183229081275 0.027919127105476595 -0.00089962787409047151 0.018423008459584857 -0.0068020479339642829 -0.0043334550047266591 -0.043494100298021157 leaf_weight=375.65767557907384 13.012364608235655 5.8792073342483473 19.633359687868506 9.685049205552783 6.3869591103866687 63.271561240544543 6.8854366447776583 5.3516805288381883 7.3666976024396709 1116.970557956025 160.69713637349196 10.811781028285621 102.35727393976413 14.670213989447801 192.48061220161617 6.6366820002440363 36.137730015441775 18.840265048434961 5.0629920661449432 leaf_count=6111 146 56 382 116 58 855 91 122 105 12135 2274 88 2189 283 4230 172 600 379 44 internal_value=0.000163282 -0.00218301 0.00129505 0.00851826 0.00371056 0.000316545 0.0268663 0.0386189 0.000694726 0.00123381 0.0010515 -0.00172204 -0.00132972 0.00110575 -0.00456371 -0.00841536 -0.0137815 0.00187762 -0.0284853 internal_weight=2177.8 706.92 1470.88 111.214 89.2919 82.9049 21.9222 15.0367 1359.66 1285.03 1277.67 695.978 685.166 390.328 294.838 74.627 49.1501 25.4769 10.9422 internal_count=30436 13001 17435 1624 1295 1237 329 238 15811 14514 14409 12901 12813 6394 6419 1297 746 551 100 is_linear=0 shrinkage=0.05 Tree=298 num_leaves=15 num_cat=0 split_feature=5 7 7 10 10 10 5 7 5 10 10 3 4 11 split_gain=1.53305 3.32735 4.72623 6.24378 6.98161 2.24487 2.13003 3.41301 2.22798 1.69127 3.36141 1.16475 0.930304 0.303344 threshold=461.35500000000008 1.3237500000000002 1.2213500000000004 164.72000000000003 111.12000000000002 475.64000000000004 -1.0000000180025095e-35 3.5004500000000003 172.57500000000002 328.03500000000008 475.64000000000004 27910.165000000005 1.0000000180025095e-35 14885.475 decision_type=8 8 10 10 10 8 10 8 10 8 10 10 8 10 left_child=1 2 5 4 -4 11 -3 8 -8 -2 -11 -1 13 -12 right_child=9 6 3 -5 -6 -7 7 -9 -10 10 12 -13 -14 -15 leaf_value=-0.00013699365483723028 0.033744383059448227 0.017475523489119852 -0.0065304166809182721 -0.0193538991783124 0.050801528843938772 -0.030167743299208651 -0.01818593698498169 -0.04246135172706611 -0.0030046156002527004 -0.026568686841707229 -0.0014251729357485081 -0.0067767671876812173 0.029827826721656382 0.012256376727563486 leaf_weight=1916.2877409050707 5.3182824505493045 6.4741985052824012 7.435467189177877 7.0154386907815924 14.940469881519673 5.3458681218326083 34.47624022141099 6.7038553664460769 80.892024859786034 5.6568229701370063 6.4209185950458068 67.49810218217317 5.7326430836692444 7.3161440417170525 leaf_count=27172 51 52 50 66 101 73 285 75 783 71 82 1481 59 58 internal_value=-0.000503976 -0.000666381 -0.000165242 0.0193997 0.032072 -0.000466448 -0.008435 -0.00998064 -0.00770161 0.0104473 0.00422202 -0.000368731 0.0142733 0.00585936 internal_weight=2177.51 2147.07 2018.52 29.3914 22.3759 1989.13 128.546 122.072 115.368 30.4448 25.1265 1983.79 19.4697 13.7371 internal_count=30459 30138 28943 217 151 28726 1195 1143 1068 321 270 28653 199 140 is_linear=0 shrinkage=0.05 Tree=299 num_leaves=26 num_cat=0 split_feature=5 5 5 5 3 11 10 10 7 0 5 10 4 7 3 7 5 7 7 11 11 3 3 10 11 split_gain=1.8593 4.40482 7.24486 4.35249 4.7266 5.22373 3.9069 3.81339 6.52683 3.47423 3.34723 3.14212 3.03623 2.67994 2.5382 2.48735 4.52772 4.42528 3.50644 4.89925 4.13529 2.92072 1.86946 2.74884 0.37564 threshold=49.585000000000008 55.655000000000008 58.355000000000011 47.505000000000003 2807.7300000000005 972.21500000000015 44.465000000000011 70.115000000000023 0.44455000000000006 1.5000000000000002 57.755000000000003 73.02500000000002 20.500000000000004 0.18345000000000003 8712.4300000000021 0.42375000000000007 -1.0000000180025095e-35 0.37280000000000008 0.61165000000000014 1375.1750000000004 728.47000000000014 827.98000000000013 5263.7150000000011 57.795000000000009 1057.7350000000004 decision_type=8 10 10 10 10 10 10 10 10 8 8 8 10 8 10 10 10 10 10 10 10 10 10 10 10 left_child=3 7 6 15 5 -5 -3 8 9 -2 -8 -9 13 -4 -10 16 17 -1 20 -20 -17 -18 -6 -24 -13 right_child=1 2 12 4 22 -7 10 11 14 -11 -12 24 -14 -15 -16 18 21 -19 19 -21 -22 -23 23 -25 -26 leaf_value=-0.0036437688975641323 -0.028199727289673224 -0.016957600036362454 -0.0096887036009224541 0.0084262345983220875 -0.01879538863689683 0.06824436378504023 0.016286764528299476 0.037196110021120686 -0.0049267414371643751 0.0073631215262178447 0.05118883535119037 0.0029306998919042832 0.026402173067269247 7.1856227266679188e-05 0.02578907796654813 -0.0045473948969368648 0.011681630685412198 -0.031798381960729392 -0.027838104728113395 0.0095430263174038563 0.025064197850809534 0.0013753032545817654 -0.0097373711348185104 0.036743277314951688 -0.013804025135272627 leaf_weight=151.33526848629117 52.060994243714958 5.4528917218558481 73.700921625830233 7.569961786502974 5.8859332764986929 7.1700593447312713 30.875584515742958 5.9946808693930507 19.805222691968087 7.2245155072305343 8.9542334298603219 5.9548265943303722 9.5702005452476424 1185.2912488626316 8.8808923419564945 15.493042440153657 83.935502445790917 14.520772717893122 11.80080498754978 26.678642123937607 42.055085776839405 371.21643806691281 5.4820407079532725 5.3329766299575567 5.1507821804843843 leaf_count=1814 748 117 1364 121 89 76 435 91 274 245 99 109 142 13807 87 191 1348 155 150 247 394 7944 82 64 70 internal_value=0.000703007 -0.000357728 0.000429582 0.00271835 0.0206506 0.0403286 0.0198621 -0.0101608 -0.014369 -0.0237329 0.0253172 0.0108093 -0.000275242 -0.000502791 0.00496249 0.00189742 0.000724244 -0.00631449 0.00934712 -0.00220905 0.0170653 0.00330832 0.00170344 0.0139294 -0.00491698 internal_weight=2167.39 1418.92 1313.85 748.477 31.441 14.74 45.2827 105.072 87.9716 59.2855 39.8298 17.1003 1268.56 1258.99 28.6861 717.036 621.008 165.856 96.0276 38.4794 57.5481 455.152 16.701 10.815 11.1056 internal_count=30263 17588 15964 12675 432 197 651 1624 1354 993 534 270 15313 15171 361 12243 11261 1969 982 397 585 9292 235 146 179 is_linear=0 shrinkage=0.05 end of trees feature_importances: cre_l90_used_limit_amt_min=896 loan_os_prcp_credit_amount_m6=867 cre_l60_used_limit_rate_min=865 loan_os_prcp_credit_amount_m3=708 available_limit_amt=595 cre_now_l60_used_amt_m_min=347 t_ps_od_days_max=333 apprv_num_m3=333 s_ps_od_days_max=284 f_ps_od_days_max=267 apprv_amt_day=242 suc_apprv_num_m1=99 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:[]