tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=9 objective=binary sigmoid:1 feature_names=recent_runs recent_win_rate recent_top3_rate recent_avg_finish recent_best_finish recent_avg_time recent_graded_top5_rate experience_score distance_m surface_turf feature_infos=[0:10] [0:1] [0:1] [1:99] [1:99] none none [0:1] [1000:3400] none tree_sizes=3311 3381 3380 3388 3394 3401 3412 3392 3392 3390 3407 3387 3411 3424 3405 3422 3407 3417 3427 3418 3431 3424 3428 3441 3446 3440 3429 3415 3448 3431 3435 3416 3433 3432 3456 3440 3446 3450 3436 3442 3423 3446 3427 3428 3450 Tree=0 num_leaves=31 num_cat=0 split_feature=3 3 1 0 3 8 2 8 0 3 2 2 3 2 8 0 3 0 8 2 1 0 0 8 0 1 8 3 3 1 split_gain=116.877 15.2176 18.5526 12.1 20.7063 3.98985 3.80419 2.87704 2.72223 2.63347 2.59906 2.37275 2.41952 5.69981 6.86372 2.30701 5.20534 6.48958 2.22711 2.31715 2.05841 1.90396 3.99878 2.74442 7.07594 2.04907 1.79735 2.87368 4.28747 2.72929 threshold=4.7071428571428582 2.683333333333334 0.2678571428571429 1.0000000180025095e-35 6.4142857142857155 2450.0000000000005 0.35416666666666669 1700.0000000000002 3.5000000000000004 2.6125000000000003 0.31666666666666671 0.2678571428571429 6.2111111111111121 0.10555555555555557 1700.0000000000002 1.5000000000000002 2.4365079365079372 2.5000000000000004 1550.0000000000002 0.78888888888888908 0.15476190476190479 3.5000000000000004 2.5000000000000004 1450.0000000000002 1.5000000000000002 0.18333333333333338 2250.0000000000005 3.9500000000000006 4.4722222222222232 0.15476190476190479 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -2 11 18 20 21 -7 15 -6 12 -5 -14 -15 -9 17 -17 -4 -20 -3 22 23 24 -1 -23 -8 -28 29 -29 right_child=3 6 5 4 10 8 26 9 -10 -11 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 25 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-2.4805627216119679 -2.4917096572318984 -2.4701052636580569 -2.478309161540845 -2.5030573217213434 -2.5261500107589727 -2.4207629305202443 -2.4472649945508418 -2.3642203892203066 -2.2581219051102273 -2.4796347157426464 -2.5017068817303318 -2.4797345681907608 -2.5157415256153826 -2.2603369257878207 -2.4910991564830045 -2.0672591332059884 -2.3724795009079442 -2.3087702237664471 -2.481642084341857 -2.4307219381422978 -2.5165636504604985 -2.538194120252713 -2.2476627791180164 -2.3536177151354098 -2.2915557731639753 -2.4046420507052311 -2.5138600521155992 -2.4304497888916545 -2.5301523092538214 -2.2661282599575534 leaf_weight=1.8270346509090827 96.706843780260073 14.539774387763993 5.3206181967042374 31.037126311397699 127.16248414950951 0.59620941572938935 42.971582429401003 3.4370215875385242 0.45257656175817829 0.34483297622159614 11.892437280802111 30.668306859863364 1.7165495795888994 0.63948864659141669 0.64952102909683163 0.41477683138691668 1.2771560758803131 0.84443796254345216 2.7628753235946961 11.674968222616158 2.8518481881982316 0.41237258096225538 0.52362927848980678 2.2902842817002238 0.67929910731515963 0.94623543804232213 2.6365938215984661 0.68445403005148342 0.67669283986054996 0.40059525178730837 leaf_count=117 5879 753 330 1598 6247 27 2777 205 18 21 586 1816 82 29 34 25 76 52 152 658 157 22 31 124 38 56 169 39 34 33 internal_value=-2.49078 -2.44353 -2.41634 -2.50627 -2.51319 -2.44561 -2.45772 -2.36947 -2.35058 -2.34528 -2.52406 -2.48982 -2.49891 -2.45607 -2.37662 -2.33753 -2.30136 -2.22922 -2.45066 -2.44047 -2.47772 -2.39235 -2.37886 -2.39318 -2.42934 -2.44518 -2.45038 -2.48082 -2.43138 -2.36978 internal_weight=399.039 98.5659 33.8043 300.473 203.766 20.8072 64.7615 12.9971 1.04879 6.31823 139.055 64.711 34.0427 3.00556 1.28901 5.97339 2.53637 1.25921 19.7585 14.4378 17.3916 6.67886 5.32025 4.79662 2.50633 1.35861 47.3699 4.39834 1.76174 1.08505 internal_count=22185 5914 1952 16271 10392 1185 3962 767 45 379 6833 3559 1743 145 63 358 153 77 1140 810 910 388 310 279 155 78 3052 275 106 72 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=3 3 0 3 1 4 3 0 3 8 2 1 0 8 1 8 2 3 2 8 2 0 8 3 4 8 2 2 0 8 split_gain=102.36 12.2703 11.3062 19.5892 9.93113 10.5811 5.92052 6.8556 4.26026 5.26579 3.38233 3.0925 3.05965 2.82371 5.8726 2.79163 4.61784 9.99354 2.51418 2.2964 2.13974 2.13321 2.32462 2.13009 4.6569 3.59054 1.90891 2.42214 1.84519 1.47017 threshold=4.7071428571428582 3.4722222222222228 1.0000000180025095e-35 6.4142857142857155 0.2678571428571429 2.5000000000000004 3.3166666666666669 5.5000000000000009 2.5277777777777781 2100.0000000000005 0.64583333333333337 0.18333333333333338 5.5000000000000009 1550.0000000000002 0.21111111111111114 2100.0000000000005 0.73214285714285732 2.2250000000000005 0.31666666666666671 1700.0000000000002 0.2678571428571429 7.5000000000000009 1550.0000000000002 6.2111111111111121 3.5000000000000004 1700.0000000000002 0.35416666666666669 0.21111111111111114 4.5000000000000009 1900.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 20 5 6 8 -8 19 11 -6 12 29 28 -15 21 -17 -18 -5 -1 23 22 -12 -4 25 -25 27 -3 -13 -10 right_child=2 26 3 18 10 -7 7 -9 9 -11 15 13 -14 14 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.085492218708846268 -0.00088790675471119192 0.025449131038949597 -0.011792812209965418 -0.034657744931565884 -0.0067155072187053844 0.02785747385344324 0.25911672114283196 0.0072913181234479686 0.10004446376096915 -0.031111771314507722 0.0052813390001173518 0.13906136873130326 -0.02331927937921701 0.30671614519010332 0.08551026750563448 -0.018329437433938216 0.075005048480446604 0.34133134658273745 -0.010483776605381545 0.12699648135425431 0.010389039914661157 0.1369844518564855 0.04455671904217344 0.16391909662241391 -0.029128184876807663 0.01079098613735484 0.031572510243400596 -0.01353009683849544 -0.010029707508082158 0.027932733694645578 leaf_weight=6.7378330714662713 96.630374607459203 10.352540842096916 30.715616601928382 123.39821998224039 3.9107453489449453 7.7523719297306419 1.0538295301113283 0.36348028139968835 2.2260744978498215 1.3323618459867246 5.273546498513336 0.37851332051741371 0.98716372578951439 0.50822274336169904 0.73246039000346741 0.82618278865629635 2.2302423723658653 0.41829777817088132 11.782740363026958 6.5946948807134333 30.956186737977596 0.5101742141196145 13.191992803348048 0.83078021502478738 1.5633747403480809 0.70995665785540041 29.290893411682731 6.4799917835269971 0.45941300979757216 1.0356173635796042 leaf_count=358 5879 543 1598 6247 229 448 48 41 116 92 318 18 85 38 43 40 121 26 586 344 1816 81 698 32 73 40 1819 327 30 51 internal_value=-3.67542e-05 0.0429987 -0.014931 -0.0217174 0.0586148 0.0782081 0.0956263 0.194534 0.0889485 0.0592316 0.0361964 0.078255 0.053806 0.128231 0.176123 0.0436715 0.0848741 0.117067 -0.0325507 0.106022 0.000890534 0.0361267 0.0333401 -0.00780373 0.0316688 0.0933591 0.0238615 0.0104434 0.0573186 0.0771483 internal_weight=399.234 102.647 296.587 199.957 56.5232 30.162 22.4097 1.41731 20.9924 7.65983 26.3612 6.32747 4.24886 2.07861 1.24068 22.4504 3.47472 2.64854 135.181 13.3325 64.7759 18.9757 18.4655 33.8197 3.10411 1.54074 46.1234 16.8325 0.837926 3.26169 internal_count=22185 5914 16271 10392 3225 1712 1264 89 1175 473 1513 381 252 129 81 1284 187 147 6833 702 3559 1097 1016 1743 145 72 2689 870 48 167 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 4 3 0 2 2 8 0 0 2 8 1 1 3 3 2 3 4 8 8 1 0 0 8 0 0 split_gain=89.9687 10.5541 18.5182 9.85931 7.68252 7.97858 3.81956 3.51774 3.4646 2.8583 2.78648 2.96328 4.29539 2.42913 2.14936 3.82044 6.77264 2.9331 1.96574 1.92891 1.88889 3.86816 2.58822 1.81244 2.65583 3.89771 2.52219 1.69393 6.09425 1.60374 threshold=4.7071428571428582 1.0000000180025095e-35 6.4142857142857155 3.4722222222222228 0.2678571428571429 2.5000000000000004 3.2678571428571432 5.5000000000000009 0.89444444444444449 0.64583333333333337 2100.0000000000005 5.5000000000000009 9.5000000000000018 0.31666666666666671 2100.0000000000005 0.35416666666666669 0.5634920634920636 2.2250000000000005 3.2111111111111117 0.2678571428571429 6.2111111111111121 3.5000000000000004 1700.0000000000002 1300.0000000000002 0.15476190476190479 4.5000000000000009 6.5000000000000009 1450.0000000000002 1.5000000000000002 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 19 4 5 6 8 -8 10 -6 11 18 -13 -4 29 -16 17 -17 -1 20 -3 22 -22 24 25 -5 -27 28 -10 -11 right_child=1 2 13 23 9 -7 7 -9 27 14 -12 12 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.072041751582740829 -0.00084416270817453765 -0.011318945964111515 -0.033940372235608134 0.04697968312268392 -0.0064169727147781177 0.025837147037393766 0.1977340461527545 0.052152023375801521 0.0048256309873171144 0.030769337519880341 -0.013051523379443979 -0.037283616273590267 0.16977164828486596 -0.010051004244820416 -0.0012700832501605468 0.13164977065667652 0.029232844214937593 0.28866185751103662 0.16838953728408701 0.0097810917189823064 0.13610495217040625 -0.02838586557424538 0.010155761193046963 0.017539749675544791 0.0096323429282875912 0.094879288020689692 0.27512673965248852 0.10198752452402345 0.14022660645042478 0.11576293957238655 leaf_weight=4.4234000976154393 96.557715389103862 30.409431707258577 119.79834554209387 4.3031972565740926 3.8886286003810282 7.9357107963442521 1.3039485450122743 0.60861643426892431 1.9799870020605124 18.989782883337696 1.3877990008077175 1.2395007886373148 0.31391381495086523 11.678299631400902 1.1479647342121091 0.78604069961329537 1.3227955335826207 0.47851158087837575 0.60137126622430503 31.229034196531885 0.94708215349237368 1.5250325466768115 0.716471982242183 38.396020098043614 3.5499721815823477 0.48835849496754224 0.3220772832903549 10.983826160602055 1.4321061230334633 0.57171988288246112 leaf_count=222 5879 1598 6247 212 229 448 48 66 117 1016 90 88 33 586 58 41 71 17 27 1816 32 73 40 2218 180 21 58 502 71 81 internal_value=-6.89469e-05 -0.014378 -0.0210349 0.0392955 0.0528398 0.0693601 0.0835884 0.151407 0.0777881 0.0332661 0.051331 0.0649137 0.00455808 -0.0318184 0.0398899 0.0746447 0.108327 0.191064 0.0835728 0.000835158 -0.00748 0.0291319 0.0818602 0.0222008 0.042858 0.0659238 0.166512 0.0924281 0.0616554 0.0332534 internal_weight=399.317 292.861 196.304 106.455 59.3956 32.2102 24.2745 1.91256 22.3619 27.1854 7.96598 6.57819 1.55341 131.477 23.2968 3.73531 2.58735 1.26455 5.02477 64.8271 33.598 3.18859 1.66355 47.0596 8.66361 5.11363 0.810436 14.3959 3.41209 19.5615 internal_count=22185 16271 10392 5914 3225 1712 1264 114 1150 1513 460 370 121 6833 1284 187 129 58 249 3559 1743 145 72 2689 471 291 79 690 188 1097 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 3 2 8 3 1 2 2 8 0 8 8 8 3 2 4 3 4 8 2 2 2 8 1 1 split_gain=79.3732 9.84276 17.4899 8.12344 5.87009 5.01632 3.64444 3.62426 3.31684 3.86002 3.18962 2.77696 2.34406 2.1824 2.54791 2.03264 2.36088 1.82574 1.81399 1.73893 1.68871 1.68155 3.26081 1.94435 1.65691 2.077 1.50181 1.49975 1.43732 1.99149 threshold=4.7071428571428582 58.500000000000007 6.4142857142857155 3.5277777777777781 0.2678571428571429 2.6125000000000003 3.183333333333334 0.5277777777777779 1300.0000000000002 3.4722222222222228 0.18333333333333338 0.64583333333333337 0.31666666666666671 1550.0000000000002 8.5000000000000018 1450.0000000000002 2100.0000000000005 1450.0000000000002 3.6458333333333335 0.2678571428571429 2.5000000000000004 6.2111111111111121 3.5000000000000004 1700.0000000000002 0.35416666666666669 0.21111111111111114 0.5634920634920636 1700.0000000000002 0.5277777777777779 0.35416666666666669 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 19 4 5 27 15 17 -9 10 -10 -6 -4 14 -13 26 -17 -8 -5 21 -19 -2 23 -23 25 -20 -7 -1 29 -15 right_child=1 -3 12 18 11 6 7 8 9 -11 -12 13 -14 28 -16 16 -18 20 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.065620766835103206 -0.010859836201665621 -0.00080254366925036386 -0.033222244431792503 -0.03782524794385797 -0.0027389556945028246 0.074140045078573982 0.094950621602369001 0.0097280731756909464 0.12236548256973033 0.011170866095469901 0.25184075543389811 0.0028063474779215386 -0.0096326056180042613 0.033765874972383834 0.14971404391589968 0.050108349057192948 -0.017383746527208102 0.0015306069313492682 0.022304396975598863 0.0092137083507578422 0.087159908364491404 0.11608990244470696 -0.027647638391517626 0.009563359180970326 0.029267815597472543 -0.013817697444383185 -0.016118744857430711 0.096217250441314087 0.031453844324154816 0.080088309733243129 leaf_weight=7.8908803748295382 30.117875887437165 96.488676084909287 116.35674647840098 1.3599566799726819 5.271823519811508 0.54104626006347034 1.1970275387020581 0.63296494743190157 1.3887551630512014 0.49173220201555512 0.72346810475573864 5.5192657022292364 11.578873618230316 4.1856611018028023 0.31181988690877904 9.1066665626298953 1.5106476204405215 2.3687254746304025 10.748373249972987 31.487665131093507 0.76067194781353453 1.051815618271575 1.4884083786491826 0.72264746440941952 24.236563120042788 6.3191474810554373 3.1099681543873885 8.1333244272736334 8.9641743023947225 5.2062578745357371 leaf_count=371 1598 5879 6247 101 293 28 56 34 84 39 35 326 586 232 37 475 106 112 542 1816 43 32 73 40 1454 320 171 358 434 263 internal_value=-9.41613e-05 -0.0138396 -0.020364 0.0360624 0.0468807 0.0599057 0.0443124 0.0723713 0.112386 0.13734 0.166713 0.030143 -0.0310873 0.03731 0.0106623 0.0294389 0.0405055 0.0424332 0.0189933 0.00078479 0.0223448 -0.00716611 0.0269288 0.0727071 0.0208641 0.00893041 -0.00274323 0.0811505 0.045775 0.059444 internal_weight=399.272 289.293 192.804 109.979 67.3149 37.8559 21.8317 7.56335 3.23692 2.60396 2.11222 29.459 127.936 24.1872 5.83109 14.2683 10.6173 4.32642 42.664 64.8684 3.1294 33.3807 3.26287 1.77446 41.3041 17.0675 3.65101 16.0242 18.3561 9.39192 internal_count=22185 16271 10392 5914 3497 1912 1183 403 192 158 119 1585 6833 1292 363 780 581 211 2417 3559 155 1743 145 72 2316 862 199 729 929 495 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 4 8 3 2 2 0 0 8 0 3 2 3 4 8 8 2 2 0 8 0 3 1 3 1 8 split_gain=70.2459 9.17086 16.5034 6.71906 4.72215 3.96463 2.47645 3.0526 2.37095 2.2591 2.1982 2.70056 1.8213 2.00722 1.63623 1.5678 1.5013 2.77992 1.50538 1.49634 1.42228 1.84699 1.37773 1.2605 1.25857 1.20018 1.15558 1.92484 1.55618 4.51684 threshold=4.7071428571428582 1.0000000180025095e-35 6.4142857142857155 3.5277777777777781 0.2678571428571429 2.5000000000000004 2100.0000000000005 2.5277777777777781 0.64583333333333337 0.31666666666666671 5.5000000000000009 9.5000000000000018 1550.0000000000002 8.5000000000000018 3.6458333333333335 0.2678571428571429 6.2111111111111121 3.5000000000000004 1700.0000000000002 1450.0000000000002 0.35416666666666669 0.21111111111111114 4.5000000000000009 1550.0000000000002 1.5000000000000002 2.2678571428571432 0.5277777777777779 1.6904761904761907 0.35416666666666669 2450.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 15 4 5 6 10 25 -6 -4 -1 -12 13 -10 -5 16 22 18 -18 24 21 -16 -3 -13 -7 -8 28 -28 -14 -30 right_child=1 2 9 14 8 19 7 -9 12 -11 11 23 26 -15 20 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.07303874632935009 -0.00076294889064503716 -0.0051353588403655588 -0.032503557545839189 -0.03712032902623745 -0.0026081823980393876 -0.029082639355452383 0.046792079337233429 -0.019120613419637288 0.0026595945516738662 -0.0092283752960362307 -0.0081931268697260206 0.032381501343334465 0.031172777717662688 0.12597988264664195 0.020787769014959084 0.0086836140498323736 0.10092367923413455 -0.026913969741588287 0.0090102659139444392 0.038395813783695637 0.027119558214637091 -0.013285145027968286 -0.032276249097954561 0.14948719483572911 0.044644072881218522 0.14437821500737477 0.035590518615059227 -0.051452474282850796 0.054235738565999315 0.19091424158424511 leaf_weight=23.950912241132528 96.42307714214482 24.03515291462838 113.06742415819329 1.3175773689252981 5.2596625092289768 1.8237569188472647 1.038382626627935 1.9054027337938348 5.5322761125650031 11.484231323572372 1.878722384147067 0.4221821820574404 4.3039596534641777 0.35089240827073798 10.950513320116729 31.732849446227938 1.1466780306218418 1.4534340457284995 0.72850149819896604 6.8928078045836259 24.832592862064416 6.2457472496108712 5.8051280259143132 0.50423237548375255 0.8480045306496321 0.45231666932181713 8.5132053353192383 0.68634254788321492 4.8609399795494923 0.690311569473124 leaf_count=989 5879 1250 6247 101 293 102 48 121 326 586 140 36 232 37 542 1816 32 73 40 367 1454 320 348 46 43 20 388 46 245 18 internal_value=-0.000113004 -0.0133159 -0.0197048 0.0332119 0.042801 0.0541317 0.063029 0.0228086 0.0278986 -0.0303575 0.0681341 0.026257 0.0343328 0.0100148 0.0177454 0.000738535 -0.00686256 0.0249874 0.0652156 0.0260831 0.0194654 0.00841236 -0.0104153 0.0961202 -0.00568213 0.0764022 0.0418409 0.0290966 0.0537374 0.071232 internal_weight=399.137 285.876 189.453 113.261 69.9143 39.7167 30.1522 3.3961 30.1976 124.552 26.756 2.80514 24.9379 5.88317 43.3464 64.9017 33.1689 3.32861 1.87518 9.56457 42.0289 17.1963 29.8403 0.926415 2.67176 1.4907 19.0548 9.19955 9.85521 5.55125 internal_count=22185 16271 10392 5914 3497 1912 1400 189 1585 6833 1211 222 1292 363 2417 3559 1743 145 72 512 2316 862 1598 82 145 68 929 434 495 263 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 4 2 2 8 3 0 0 8 0 3 2 1 2 3 8 2 2 3 0 3 3 2 8 8 0 split_gain=62.3321 8.53722 15.5565 5.61082 3.85121 3.19331 2.17441 2.03441 1.97607 2.5841 1.73784 2.22214 1.53034 1.62067 1.47851 1.43728 2.81796 2.29131 2.78844 1.28648 1.22541 1.64467 1.16334 1.12683 1.11046 1.08319 1.75801 1.27575 1.26555 1.25555 threshold=4.7071428571428582 1.0000000180025095e-35 6.4142857142857155 3.5277777777777781 0.2678571428571429 2.5000000000000004 0.31666666666666671 0.64583333333333337 2100.0000000000005 2.5277777777777781 5.5000000000000009 9.5000000000000018 1550.0000000000002 8.5000000000000018 3.6458333333333335 0.5634920634920636 0.29285714285714287 0.64583333333333337 5.1055555555555561 1450.0000000000002 0.35416666666666669 0.21111111111111114 5.4142857142857155 1.5000000000000002 3.3541666666666674 4.0500000000000007 0.68333333333333346 1300.0000000000002 2450.0000000000005 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 15 4 5 8 -4 -6 10 -10 -1 -12 13 -9 -5 -3 17 18 -17 23 21 -16 -20 -7 -13 27 29 -22 -29 -27 right_child=1 2 6 14 7 19 -8 12 9 -11 11 24 -14 -15 20 16 -18 -19 22 -21 25 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.065456783256938864 -0.00072528219534291117 -0.001079326706491553 -0.031784564094439166 -0.036414166282887621 -0.0024833746981994501 -0.028327530258222461 -0.0088380933474056043 0.0025208388154017726 0.068332171720679916 -0.018464162714058516 -0.0078380202406066277 0.12086642368704455 0.03838917856741525 0.10845397100525611 0.019400844025643557 0.020942765872102892 -0.035131392405154553 0.017684029134791068 0.25266053189951598 0.03531259775049618 0.048392568361320304 -0.012767551775514098 0.11742207904917512 0.040849512496908991 0.0077873520524282605 0.02713842906527025 -0.050738520479914818 0.0021560546928809823 0.082631249607041435 0.059773065948899987 leaf_weight=25.350141611811587 96.360747837670601 61.435709852287587 109.9245124141479 1.277010243216451 5.2481029630881748 1.7798827244423576 11.394150829141351 5.5446284161903945 1.5800559450960912 1.875269441718501 1.8659804397072997 0.67743251750403022 19.701167965435587 0.38620107813767379 11.141568879056708 0.45401446171740623 1.0824380941176484 1.3206226014635829 0.30930161261494504 7.1139152951148219 2.2243984337460487 6.1758224322818469 0.32727922255000408 0.87957913917489339 0.31950710085311584 8.2929762683229118 0.57345175387263303 9.2160357835085556 0.51587887958066936 4.5721554761424281 leaf_count=989 5879 3359 6247 101 293 102 586 326 68 121 140 50 929 37 542 26 65 67 17 367 127 320 25 43 32 363 41 519 29 375 internal_value=-0.000127604 -0.0128071 -0.0190579 0.0306805 0.0392452 0.0492051 -0.0296295 0.0258788 0.0569155 0.0212262 0.0612865 0.0243602 0.0316859 0.00941894 0.0165995 0.000694656 0.03189 0.0619771 0.115612 0.0242211 0.0181845 0.00792878 0.183132 -0.00544821 0.0846259 0.0251781 0.0349184 0.0142303 0.00642196 0.0387365 internal_weight=398.92 282.609 186.248 116.311 72.3219 41.4418 121.319 30.8801 31.6684 3.45533 28.2131 2.86292 25.632 5.93083 43.9893 64.9294 3.49366 2.41122 1.0906 9.77338 42.7123 17.3174 0.636581 2.65946 0.99694 25.3949 13.4386 11.9563 9.73191 12.8651 internal_count=22185 16271 10392 5914 3497 1912 6833 1585 1400 189 1211 222 1292 363 2417 3559 200 135 68 512 2316 862 42 145 82 1454 779 675 548 738 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=0 split_feature=3 4 3 3 1 4 2 2 8 3 2 1 3 8 0 0 3 8 0 8 1 1 3 2 2 1 1 0 3 8 split_gain=55.4319 7.9051 14.8307 4.6788 3.1757 2.60645 2.12011 1.75375 1.59568 2.20912 1.41191 1.60762 1.50011 2.66252 1.39366 1.85228 1.34096 1.29369 1.33238 1.1107 1.04816 3.87985 1.12065 1.03792 1.45378 1.02636 1.27161 1.05112 1.18003 2.22979 threshold=4.6833333333333345 16.500000000000004 6.4142857142857155 3.5277777777777781 0.2678571428571429 2.5000000000000004 0.31666666666666671 0.64583333333333337 2100.0000000000005 2.5277777777777781 0.5634920634920636 0.29285714285714287 5.1055555555555561 1550.0000000000002 5.5000000000000009 9.5000000000000018 3.6458333333333335 1550.0000000000002 8.5000000000000018 1450.0000000000002 0.18333333333333338 0.13392857142857145 8.9500000000000011 0.35416666666666669 0.21111111111111114 0.23611111111111113 0.15476190476190479 9.5000000000000018 5.6125000000000007 1450.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 10 4 5 8 -4 -6 14 -10 25 12 -12 -14 -1 -16 -5 18 -9 -7 21 -8 -22 24 -18 26 -2 28 -27 -30 right_child=1 -3 6 16 7 19 20 17 9 -11 11 -13 13 -15 15 -17 23 -19 -20 -21 22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.059073628566008632 -0.0010108673220885738 -0.00076444434907220167 -0.031235684582255174 -0.0357066484640007 -0.0023642855997390603 -0.0052224438415839972 -0.0060190786201285117 0.0023896082779048325 0.061642702564334989 -0.017821187382240859 0.0086838313087243737 -0.019594650724957662 0.019436640901925772 0.15306315025005235 -0.0074961088730338011 0.075331922183920916 0.018243096527913932 0.035335084228666956 0.094927576694237931 0.032568785778051411 -0.038776864359759841 0.15622938214125043 0.052246571961156729 0.023462370702674217 -0.012074112736879548 0.0045869454102435243 -0.025775748307142871 -0.03589943558820665 -0.012861022570922359 0.075318147119624534 leaf_weight=26.649075925916517 47.11381635084318 97.135422062748802 106.08838216658488 1.2381919587813701 5.2371153912616846 2.6471870523282615 7.1097300232577236 5.5563563267909926 1.6616960934616138 1.8465274476782267 1.1424358711330453 1.1252987479293208 0.76186217846770865 0.7299271099454927 1.8538537483807422 1.0614491335695675 11.304495233767456 20.317119436656334 0.41826126089290472 7.321958033138884 3.4350212864110294 0.38860177710012056 0.37506704948464165 25.652536996914662 6.0814702147541757 4.5381872041738784 5.8242450418041463 0.91082153672675747 1.1036381724202331 2.0460156507106149 leaf_count=989 2579 5926 6200 101 293 145 365 326 68 121 63 71 36 41 140 82 540 929 37 367 178 25 18 1417 317 233 353 83 49 93 internal_value=-0.000139336 -0.0122897 -0.0184175 0.0284689 0.0361134 0.0449445 -0.0290419 0.0240576 0.0516998 0.0198175 0.000684272 0.0304304 0.0518003 0.0848196 0.0554831 0.0226612 0.0155942 0.0293206 0.00886786 0.0225338 -0.00846152 0.00238946 -0.0298165 0.0170701 0.00763838 -0.00113304 -0.0037355 0.0148891 0.0209063 0.0444202 internal_weight=398.676 279.828 182.693 118.847 74.5706 43.0417 117.397 31.5289 33.0726 3.50822 65.2962 3.75952 2.63423 1.49179 29.5644 2.9153 44.2767 26.2917 5.97462 9.96915 11.3084 7.49833 3.81009 43.0385 17.386 61.5367 52.9381 8.59866 7.68784 3.14965 internal_count=22185 16313 10387 5872 3497 1912 6786 1585 1400 189 3601 211 140 77 1211 222 2375 1292 363 512 586 390 196 2274 857 3390 2932 458 375 142 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 4 2 8 2 3 1 8 3 2 1 8 2 3 4 0 2 3 8 8 2 8 3 0 2 1 split_gain=49.3994 7.38413 13.779 4.00142 2.67321 2.44503 2.00277 1.34604 4.14648 2.47908 2.43438 1.5691 1.47686 2.24535 4.20689 1.75131 1.3294 1.33858 2.38516 1.28032 1.21406 1.21273 1.2061 1.20571 1.17135 2.76951 2.25838 2.57829 1.57557 1.78735 threshold=4.7071428571428582 58.500000000000007 6.4142857142857155 3.5277777777777781 0.21111111111111114 2.5000000000000004 0.31666666666666671 1700.0000000000002 0.73214285714285732 2.2250000000000005 0.35416666666666669 2250.0000000000005 3.2678571428571432 0.70714285714285718 0.35416666666666669 1450.0000000000002 0.2678571428571429 6.2111111111111121 3.5000000000000004 4.5000000000000009 0.58571428571428574 3.6458333333333335 2100.0000000000005 1700.0000000000002 0.58571428571428574 1900.0000000000002 3.2111111111111117 5.5000000000000009 0.89444444444444449 0.18333333333333338 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 16 4 5 24 -4 12 11 -10 22 20 13 14 -6 -16 17 19 23 -2 -9 -5 -11 -19 25 -1 28 -28 29 -26 right_child=1 -3 6 21 7 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.05335968639248298 -0.0048335593898750362 -0.00065166532962941507 -0.030348633775148584 -0.034997745805247546 0.10234186306995577 0.021002535935024484 -0.0081245014897447388 0.0356560553467603 0.037477859783011901 0.080419542316688353 0.15070835297851043 -0.053556050818205518 -0.029098238894158676 0.0073361042533121026 0.039148188290668434 -0.053808467537910215 0.0078357889704999996 0.089211383556772411 -0.026128158796561364 -0.031373298065113082 -0.016855420126113161 0.015926168911265734 -0.017536933331217922 0.0083164534973231754 0.0014444770491384993 -0.02733436818088877 0.1314141725784915 0.02771163035300089 0.055122311413292407 0.070023112903994697 leaf_weight=3.2271993675743103 23.900058218945635 96.239138720185366 104.06153965614479 1.2010597569435066 1.9948581097410159 10.153531571685432 11.23138134270283 2.3146426405705833 10.656307537775673 1.0707432687631535 1.0506706478145131 1.2114572134469197 1.8180386058342044 11.684373068890181 1.2298260263742125 0.86172008353253193 32.125727219359689 1.2312345360951433 1.4174769295568692 5.6111548170874803 2.0987601237378968 43.963175484310369 0.44476219304760878 0.73594343059357914 3.1549885713348464 1.5858104907238155 1.8012089809075171 0.89827378654081247 18.0521087681513 1.35951608601826 leaf_count=141 1250 5879 6247 101 97 512 586 129 466 44 33 56 96 580 59 55 1816 32 73 348 110 2316 29 40 169 73 43 78 656 71 internal_value=-0.000148805 -0.0118349 -0.0178038 0.026378 0.0333328 0.0422177 -0.0281836 0.0235221 0.0328059 0.0481021 0.0922204 -0.00315125 0.013574 0.0184932 0.0503952 0.000849909 0.000601218 -0.00646398 0.0233183 -0.00987973 0.0106846 0.0145719 0.0516718 0.0589477 0.0493792 0.0267723 0.0536856 0.0969063 0.0485154 0.0220965 internal_weight=398.387 276.554 180.315 121.833 76.6688 40.2326 115.293 36.4362 18.8473 13.2225 2.56618 5.62486 17.5888 15.7708 4.0864 2.09155 65.0216 32.8959 3.38465 29.5112 4.4134 45.1642 1.51551 1.96718 30.0791 4.81301 25.2661 2.69948 22.5666 4.5145 internal_count=22185 16271 10392 5914 3497 1743 6833 1754 867 572 106 295 887 791 211 114 3559 1743 145 1598 239 2417 73 72 1231 214 1017 121 896 240 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=0 split_feature=3 4 3 3 3 8 1 4 2 8 8 2 3 2 3 1 8 3 2 1 8 0 1 3 2 8 0 0 3 3 split_gain=44.2891 10.1466 7.23891 6.22189 3.43156 6.56155 2.2453 2.03078 1.92344 1.56597 1.15075 3.52328 1.97004 2.25535 2.69736 1.8612 1.47367 1.32916 1.8909 3.40005 1.16211 1.14687 4.53903 2.56998 2.48893 2.87233 1.9665 1.81012 2.91058 2.68288 threshold=5.4142857142857155 16.500000000000004 7.1833333333333345 3.5277777777777781 7.0500000000000007 1700.0000000000002 0.21111111111111114 2.5000000000000004 0.31666666666666671 2550.0000000000005 1700.0000000000002 0.73214285714285732 2.2250000000000005 0.78888888888888908 2.8944444444444448 0.35416666666666669 2250.0000000000005 3.2678571428571432 0.70714285714285718 0.41428571428571431 1450.0000000000002 6.5000000000000009 1.0000000180025095e-35 3.8166666666666669 0.5634920634920636 2350.0000000000005 8.5000000000000018 7.5000000000000009 5.1055555555555561 4.4142857142857155 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 6 8 -6 7 -1 9 -2 17 16 -13 14 -14 -15 -12 18 19 -8 -21 -5 23 -23 25 26 -25 28 29 -24 right_child=1 -3 -4 21 5 -7 10 -9 -10 -11 11 12 13 15 -16 -17 -18 -19 -20 20 -22 22 27 24 -26 -27 -28 -29 -30 -31 leaf_value=0.045186611583341363 -0.017286854563334071 -0.00068208198181182126 -0.030419686312460822 0.0075181838490506261 0.25424993308767968 -0.039472516857391254 0.084643408084752222 0.019606028343224793 0.0034911694472072813 0.04816307898405469 0.010041030678905299 0.034539599393243886 -0.0034960931594441159 0.073723431421327437 0.13123011059889594 0.20301610163564524 -0.053258933556555713 -0.028334530810010847 0.0069271947324198758 0.027485283554482456 -0.053517511953665553 -0.049658645453197106 0.096465061301857044 0.17886459658750384 0.26352746524993703 -0.046982068033401776 0.046846633776663441 0.0044307792681905515 0.20632486778069559 -0.044719483196422646 leaf_weight=31.184060598396535 37.988816518642182 96.997480332345248 89.718893744723061 59.112995520939904 0.35599036329312994 0.40812395143075264 2.426122722438099 10.328245716001346 19.607863708158078 0.93643996120022066 4.4541324259924133 10.976047027809043 1.0462873781762039 0.57113881799432398 0.57605914869429842 0.54295887660828157 1.1586403341243565 1.7748021464973351 11.753562389992844 1.0845021484165043 0.74828486930675797 0.27163644148049471 0.71830936282972746 0.7109661780243639 0.24468195889494371 0.29922061712386483 0.46759730867302096 10.651972688170131 0.28434639747388235 0.633017181213404 leaf_count=1231 2195 5926 5436 2778 26 23 112 512 1015 61 239 466 33 33 24 16 56 96 580 51 48 23 65 42 13 19 74 928 20 44 internal_value=-0.000157301 -0.0132681 -0.0214606 0.0210599 -0.00790509 0.0973687 0.0308331 0.0388222 -0.00927938 -0.0157123 0.0218968 0.0303436 0.0440024 0.0819582 0.0443422 0.136735 -0.00302593 0.0127196 0.01727 0.0458138 -0.0055863 0.0105903 0.0233062 0.0932777 0.115819 0.0913625 0.126486 0.0119509 0.0609237 0.0303284 internal_weight=398.033 246.014 149.016 152.02 59.2972 0.764114 78.6248 41.5123 58.5331 38.9253 37.1125 19.3253 13.7125 2.73644 1.62235 1.1141 5.61277 17.7873 16.0125 4.25891 1.83279 73.3947 14.2817 1.9941 1.72247 1.47778 1.17856 12.2876 1.63567 1.35133 internal_count=22185 14682 8756 7503 3320 49 3497 1743 3271 2256 1754 867 572 106 57 49 295 887 791 211 99 4006 1228 171 148 135 116 1057 129 109 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=0 split_feature=3 4 3 3 3 8 1 2 3 0 8 8 8 0 8 3 2 8 3 3 8 2 8 4 3 3 0 8 8 2 split_gain=39.7225 9.46115 6.89163 5.35842 2.83718 4.49297 1.90104 1.76963 1.71823 2.50214 3.16548 1.45364 2.82632 1.74335 1.39386 1.36073 1.80905 1.91856 1.93805 1.50471 1.28137 1.21536 1.09617 1.32931 1.0607 1.68454 1.45739 2.43218 1.22861 1.29794 threshold=5.4142857142857155 16.500000000000004 7.1833333333333345 3.5277777777777781 7.0500000000000007 1700.0000000000002 0.2678571428571429 0.31666666666666671 2.4365079365079372 1.5000000000000002 1450.0000000000002 1300.0000000000002 1700.0000000000002 2.5000000000000004 2550.0000000000005 3.183333333333334 0.5277777777777779 1300.0000000000002 3.4722222222222228 3.3541666666666674 1550.0000000000002 0.47222222222222227 1450.0000000000002 2.5000000000000004 6.0500000000000007 5.6125000000000007 3.5000000000000004 1900.0000000000002 1550.0000000000002 0.35416666666666669 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 6 7 -6 8 14 9 10 -1 -11 20 -14 -2 -10 22 -18 19 -19 -13 -8 -17 -24 25 26 27 -9 29 -26 right_child=1 -3 -4 -5 5 -7 21 24 15 11 -12 12 13 -15 -16 16 17 18 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.012386646966834875 -0.016675160388331473 -0.00064836304436395598 -0.029703912744396765 0.0099525613021357751 0.19331029651907883 -0.038852897881715309 -0.052200538644463362 0.074441032892879122 0.021033362965614838 0.14845328958035028 0.049757768928092326 0.06879742708494839 0.15742207605448591 0.070001162138728534 0.043849824047094629 0.059471765111209531 -0.0036410061932192258 0.080976231731840112 -3.2878808395522471e-05 0.16737222231016058 -0.017727360694497134 0.020709273948774382 -0.007974653549071847 0.061353077691283189 0.051655309534916975 0.02719157041788034 -0.038301024290832916 -0.054131689050224342 -0.027136686367401765 -0.01067576517432936 leaf_weight=2.6600760345777656 37.427809896722266 96.941381862922583 87.347742077869626 74.053313141742564 0.44205587184114747 0.39425497229240136 0.58175347723920268 0.94241433893785342 21.251057670658643 0.64056217626693879 8.9225286648574933 0.74461946522251277 0.90399592610992874 1.5448742004582525 0.97604326743055381 1.5416819059109892 0.77046652347416955 2.2969142993382841 0.58049839404520742 0.64562896882489429 1.0059663677293429 32.670678121291012 2.7772217712294212 0.9206500476648215 1.2987669650465234 7.445946755447153 2.3406302279775417 0.6032814490608871 4.6946702067449166 2.3398687809520879 leaf_count=117 2195 5926 5436 4006 26 23 34 45 938 30 292 24 25 52 61 56 34 94 39 25 31 1551 112 43 57 362 132 28 260 131 internal_value=-0.000166315 -0.0127617 -0.0207908 0.0196582 -0.00757401 0.0838636 0.028591 -0.00889089 0.0350414 0.0481017 0.0354856 0.0782931 0.0675913 0.102272 -0.0151369 0.0280741 0.0437693 0.0678307 0.083461 0.0999325 0.0190763 0.0194337 0.0240524 0.0092857 0.00330662 0.0132644 -0.0134191 0.0242594 -0.0102348 0.0115726 internal_weight=397.707 243.195 146.253 154.512 58.9057 0.836311 80.4592 58.0694 47.2067 16.4226 11.5826 4.84002 4.19946 2.44887 38.4039 30.7841 9.53306 4.29351 3.52304 2.94254 1.75059 33.2524 5.23955 3.69787 19.6656 11.3323 3.88633 1.5457 8.33331 3.63864 internal_count=22185 14682 8756 7503 3320 49 3497 3271 1912 571 409 162 132 77 2256 1341 403 192 158 119 55 1585 211 155 1015 567 205 73 448 188 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=31 num_cat=0 split_feature=3 4 3 3 3 8 1 2 4 8 4 0 3 0 1 3 8 0 3 3 2 8 0 3 3 8 3 3 0 0 split_gain=35.6789 8.81565 6.54864 4.62431 2.39432 3.31513 1.63092 1.62268 1.56249 1.24431 1.01373 1.4775 1.42535 0.978564 3.6029 2.00975 1.77267 2.15765 1.88007 1.53335 1.50695 2.22916 1.50415 2.03174 2.24659 1.63611 1.93281 1.35116 1.30103 1.0854 threshold=5.4142857142857155 16.500000000000004 7.1833333333333345 3.5277777777777781 7.0500000000000007 1700.0000000000002 0.21111111111111114 0.31666666666666671 2.5000000000000004 2550.0000000000005 2.5000000000000004 2.5000000000000004 9.4142857142857164 6.5000000000000009 1.0000000180025095e-35 3.8166666666666669 1550.0000000000002 5.5000000000000009 3.7638888888888893 5.3166666666666673 0.5634920634920636 2350.0000000000005 7.5000000000000009 5.1055555555555561 4.4142857142857155 1550.0000000000002 4.1055555555555561 4.7888888888888896 8.5000000000000018 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 6 7 -6 8 9 -1 -2 -4 12 -12 16 15 -15 17 18 -5 27 21 28 23 24 25 -16 -27 -20 -17 -18 right_child=1 -3 10 13 5 -7 -8 -9 -10 -11 11 -13 -14 14 22 20 29 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.038533874824213235 -0.016077017316118897 -0.00061629315862169755 -0.013391477444304495 0.082611831413066855 0.15608736370311405 -0.038228536133390632 0.019038080838612872 0.0031071145559878471 0.016573534423532321 0.040086226191460371 -0.012826370554435416 -0.039552258605832308 -0.031504792985412956 -0.04932078594586406 -0.016274034499418246 0.14469427646508265 0.010375210841234878 -0.046737154839055391 0.025761484165101711 0.083150335010759149 0.20043733395367852 -0.046559367107688786 0.0036637090621348908 0.16395547296432661 -0.044256813476594624 0.028114422374358478 0.22329050109490242 -0.0053966726156305257 0.041923749940042068 -0.0061440186942256485 leaf_weight=33.085092600689023 36.893181198213455 96.888080430514833 9.2807219092082942 1.250090467576231 0.51780272341511491 0.38099785886879545 38.359184887778085 19.724920427846556 10.725801165229681 1.0132842498343269 15.333819161872567 29.88227791238296 30.587626372788804 0.26274284814280635 0.26961729030608583 0.82870789356661567 16.964683473824607 1.1654691684432226 10.478638889215452 0.88252276631010396 0.30306336336070661 0.2902180751407285 10.778817328987541 0.33735955236124926 0.61512352878355614 0.22977507172149103 0.28316627103777137 5.2090111206253384 0.49007257312678121 24.026875473284186 leaf_count=1231 2195 5926 584 52 26 23 1754 1015 512 61 1053 1707 2092 23 18 42 823 60 439 39 13 19 928 20 44 32 15 262 74 1103 internal_value=-0.000171755 -0.012271 -0.0201337 0.018382 -0.00726067 0.0737177 0.0265662 -0.00852358 0.0331575 -0.0145757 -0.0289892 -0.0308988 -0.0252678 0.00937532 0.0209419 0.0803424 0.00654261 0.0191732 0.0234838 0.0190231 0.0981599 0.0788954 0.0106186 0.0538253 0.0272431 0.083445 0.13586 0.0154156 0.106504 0.000692596 internal_weight=397.339 240.503 143.615 156.836 58.5302 0.898801 82.1701 57.6314 43.8109 37.9065 85.0844 75.8037 45.9214 74.666 14.6887 2.1748 59.9773 18.9857 17.8203 16.5702 1.91206 1.609 12.5139 1.73504 1.39768 0.782559 0.512941 15.6877 1.31878 40.9916 internal_count=22185 14682 8756 7503 3320 49 3497 3271 1743 2256 5436 4852 3145 4006 1228 171 2778 852 792 740 148 135 1057 129 109 65 47 701 116 1926 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=3 4 3 3 3 8 3 8 0 1 2 3 0 3 2 2 0 2 8 3 1 3 3 2 0 1 4 8 1 2 split_gain=32.0552 8.20491 6.22 4.01673 2.0476 2.56134 1.52157 1.41768 2.04291 2.54716 1.50822 1.60062 1.36126 1.34151 1.3132 1.62829 1.36889 1.28567 2.57137 3.12811 1.36955 1.25785 1.1258 1.84515 1.52147 1.12071 1.69454 1.10788 1.05677 1.03231 threshold=5.4142857142857155 16.500000000000004 7.1833333333333345 3.5277777777777781 7.0500000000000007 1700.0000000000002 6.4142857142857155 1450.0000000000002 1.5000000000000002 0.31666666666666671 0.58571428571428574 3.2111111111111117 4.5000000000000009 2.7638888888888893 0.61250000000000016 0.70714285714285718 5.5000000000000009 0.78888888888888908 1700.0000000000002 2.7638888888888893 0.23611111111111113 3.183333333333334 2.8944444444444448 0.81666666666666676 2.5000000000000004 0.10555555555555557 2.5000000000000004 1300.0000000000002 0.5277777777777779 0.43650793650793657 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 7 6 -6 29 8 -1 13 12 17 -9 27 -13 16 -16 18 19 -12 -21 -15 23 -19 -24 26 -23 -10 -25 -2 right_child=1 -3 -4 -5 5 -7 -8 10 9 -11 11 14 -14 21 15 -17 -18 22 -20 20 -22 25 24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.009236716881746999 -0.0061386085655394306 -0.00058579200959389492 -0.02827780150261482 0.0088150306947617392 0.1306893453061195 -0.037599277654931991 -0.019055065996885188 0.016845392110180765 0.095137387071581495 -0.0023740407067082262 0.014281168220094426 0.12550221828355854 -0.041845402677146877 -0.0043949273483459596 0.049364582310020735 0.10806657026652447 -0.044719457590370021 0.098611214826949692 -0.0069480021772943563 0.087700096618726131 0.22814286907883885 0.11187682377983613 0.022422165091727824 0.040014645567905689 -0.054455291351644702 0.010819729799182659 0.011896955986574075 0.035365427770194857 0.020724250044178275 0.015190554612045534 leaf_weight=6.7526990157289033 29.649665405746319 96.837437311404557 82.926764677050613 75.247912683766501 0.58551724950666439 0.36832907813368365 20.543839267650682 7.9842843102787509 1.6904353706227067 5.3652736031801842 1.4641652398712488 0.69995428345009658 1.1274730629108942 2.0319330992260802 1.4592019573865616 0.82348304432230168 0.52596894824091567 1.1550689325298709 5.7020975144056933 0.46277360584281257 0.27778650510526859 1.0671078748455332 6.8268275921807335 24.220134028722143 0.71057350797127572 1.2846475953210754 0.70300546940416087 1.4319314251388278 10.043761525875366 7.015090011606758 leaf_count=344 1620 5926 5436 4006 26 23 1301 330 72 283 61 29 94 93 44 41 44 50 253 26 29 42 309 799 34 54 28 43 395 350 internal_value=-0.00017647 -0.0117933 -0.0194857 0.0172006 -0.00695014 0.0657045 -0.00816151 0.0247294 0.0132371 0.024417 0.0284091 0.031564 0.00958309 0.0419271 0.0642274 0.0489568 0.0244371 0.0293108 0.0107821 0.0566376 0.140381 0.0260911 0.0327213 0.0364554 0.0151747 0.0463695 0.0721695 0.0677257 0.0343601 -0.00205769 internal_weight=396.985 237.927 141.089 159.059 58.1624 0.953846 57.2086 83.8106 20.327 13.5743 63.4836 54.3718 9.11176 8.20906 3.50861 2.80865 1.98517 50.8632 7.90682 2.20473 0.74056 5.08669 42.9564 35.419 7.5374 3.05476 1.77011 3.12237 34.2639 36.6648 internal_count=22185 14682 8756 7503 3320 49 3271 3497 959 615 2538 2114 424 332 158 129 88 1956 369 116 55 217 1587 1244 343 124 70 115 1194 1970 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=31 num_cat=0 split_feature=3 4 3 3 3 2 2 1 8 3 8 4 4 0 3 8 2 3 8 3 1 0 1 0 8 8 3 0 3 3 split_gain=28.8224 7.62842 5.89867 3.48817 1.76818 1.42611 1.26682 1.26093 1.33323 1.29181 1.12583 1.10798 1.00404 1.49193 1.40602 0.97317 2.12437 2.4859 0.955567 0.938879 1.10937 0.978793 3.07909 1.5293 1.70833 1.42136 1.99898 1.42654 1.29244 1.09124 threshold=5.4142857142857155 16.500000000000004 7.1833333333333345 3.5277777777777781 7.0500000000000007 0.31666666666666671 0.18333333333333338 0.31666666666666671 2100.0000000000005 2.5277777777777781 2550.0000000000005 2.5000000000000004 2.5000000000000004 2.5000000000000004 9.4142857142857164 2100.0000000000005 0.73214285714285732 2.2250000000000005 1450.0000000000002 3.6125000000000003 0.58571428571428574 6.5000000000000009 1.0000000180025095e-35 7.5000000000000009 1550.0000000000002 1550.0000000000002 3.7638888888888893 5.5000000000000009 5.3166666666666673 5.1055555555555561 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 7 5 10 -6 8 11 -10 -2 -1 -4 14 -14 -9 -17 -18 -13 -5 21 25 -23 24 -24 26 -21 28 -28 -26 right_child=1 -3 12 19 6 -7 -8 15 9 -11 -12 18 13 -15 -16 16 17 -19 -20 20 -22 22 23 -25 29 -27 27 -29 -30 -31 leaf_value=0.03473083378340347 -0.015074497640015026 -0.00055678661924159461 -0.011769961816758901 -0.038605525141418962 4.7950264994657821e-06 0.0030416131403388619 0.11254992979462181 0.011853360771334625 0.033308280898886794 -0.017935624304693087 0.037750206766176991 -0.0086639980594122971 -0.01121004691172808 -0.038515985159849803 -0.030156185387251622 -0.019868521225026119 0.032976174497703521 0.12955251033054616 0.025517803415520138 0.076820115093301222 0.092248200382395257 0.073580243445295124 -0.022560923886020906 0.0031512356451003291 0.056819830822306877 0.00041214822938770803 0.012642158045425168 -0.045218887729686685 0.072611947505933777 0.16268162036303083 leaf_weight=36.230052443967203 36.021635992984358 96.789319009412225 8.9462313440806138 1.0515046276993008 0.47566230365191475 19.743038301539173 0.52711987686416251 28.404029581217081 2.1194673406230313 2.9301022877079959 1.0377060367216007 2.8208216079296999 14.78413832583149 28.132695774293552 29.002784764308558 1.325442497757648 3.202184312779309 0.84139975530069921 7.4303429925597868 1.2993579518006253 0.39779302902115787 2.274976730097932 0.51256502509454449 10.58402476750558 0.87280825931381378 40.68445357371278 15.821886584422376 1.0071714572532062 0.95252413716389206 0.33759387367592808 leaf_count=1274 2195 5926 584 89 19 1015 30 1298 74 180 61 145 1053 1707 2092 65 120 18 323 49 15 164 30 893 69 1892 693 56 39 17 internal_value=-0.00017919 -0.0113291 -0.0188479 0.0161172 -0.00665086 -0.00781277 0.059165 0.0230524 0.0279737 0.0035731 -0.0135953 0.0306246 -0.0275666 -0.0295316 -0.0237592 0.0155435 0.0350653 0.053072 0.016112 0.00831206 0.00897209 0.00852652 0.020141 0.0102626 0.0539472 0.00569274 0.0169521 0.0125773 0.0160475 0.0863458 internal_weight=396.561 235.46 138.671 161.101 57.8052 56.8024 1.00278 85.3038 51.5308 5.04957 37.0593 46.4812 80.8659 71.9196 43.7869 33.7731 5.36903 4.04358 10.2512 75.7967 74.7452 74.3474 14.582 12.307 1.72297 59.7654 19.0809 17.7816 16.7744 1.2104 internal_count=22185 14682 8756 7503 3320 3271 49 3497 1996 254 2256 1742 5436 4852 3145 1501 203 138 468 4006 3917 3902 1173 1009 116 2729 837 788 732 86 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=31 num_cat=0 split_feature=3 0 3 3 2 1 8 1 0 3 3 0 1 1 3 3 4 2 0 3 0 1 1 8 4 1 8 3 3 2 split_gain=26.0357 4.78687 9.52945 1.71273 1.69337 1.36528 1.05101 1.12699 1.80414 2.64534 7.63265 1.09459 1.00847 2.52491 1.20094 0.94877 1.29095 0.826687 1.54507 1.52469 2.22854 1.14465 1.23653 1.14257 1.46009 1.20243 1.07853 1.13922 0.942097 0.861906 threshold=4.7071428571428582 1.0000000180025095e-35 6.4142857142857155 2.683333333333334 0.31666666666666671 0.2678571428571429 1450.0000000000002 1.0000000180025095e-35 5.5000000000000009 7.4142857142857155 8.1547619047619069 3.5000000000000004 0.18333333333333338 0.13392857142857145 8.3166666666666682 11.050000000000002 10.500000000000002 0.43650793650793657 9.5000000000000018 4.9500000000000011 4.5000000000000009 0.31666666666666671 0.15476190476190479 2350.0000000000005 2.5000000000000004 0.31666666666666671 1700.0000000000002 5.2678571428571432 5.6125000000000007 0.31666666666666671 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 17 5 6 -1 7 11 -9 -10 -11 -4 13 -6 -14 16 -8 21 19 -19 23 22 -3 24 25 -21 28 -28 -22 -24 right_child=1 2 4 -5 12 -7 15 8 9 10 -12 -13 14 -15 -16 -17 -18 18 -20 20 26 -23 29 -25 -26 -27 27 -29 -30 -31 leaf_value=0.033400877002700731 -0.00046638933110617481 -0.0012793648314767725 -0.015778760855034827 0.013197219215378539 -0.0023655551663968486 0.017239220189930019 -0.0286455096411742 -0.049113479353168794 -0.015785275233130315 0.2676994061415926 -0.052842310594140754 -0.037778732141741905 -0.04177938494219488 0.11727626277580545 0.031967274108488368 -0.041916293830847828 0.012152152477995231 -0.031874943073970229 -0.031296015000424858 0.046941761593940728 0.0039629204349645132 0.02964725392122566 -0.0064082349609378697 -0.054748875594426531 -0.013858877395749151 -0.0008492644486776936 0.042345626646067391 0.14505626187371737 0.078413958520316143 -0.042888243567178491 leaf_weight=24.470844880013587 95.934298613070382 40.670854988573893 21.197071545372637 81.709317286659612 6.633754736415538 28.041713518571783 43.407496530796685 0.75827093505574716 0.84771340057399414 0.38583028848006506 0.35806516768207075 7.7105161849915467 2.800106443163259 0.47238265935447987 0.68761029783490801 13.507345793176794 2.0296705089040179 1.4536562166114748 1.9331468432876597 3.6696159330338638 0.96991373613548082 2.5871878093209935 3.2113915755227245 0.6265238325577237 2.8782236065212601 2.0522104443958682 0.48100239946779744 0.61534572158348055 0.75618027847895064 3.2657109816120311 leaf_count=767 5879 2264 1548 3962 365 1185 2960 42 75 28 38 480 159 25 37 915 161 86 137 157 54 119 181 25 134 92 23 37 46 204 internal_value=-0.00018078 -0.00935739 -0.0144967 0.0177251 -0.0241305 0.0247706 -0.0263515 -0.0189399 0.0143594 0.044599 0.11341 -0.0216468 -0.00521991 0.00558767 -0.0272401 -0.0302817 -0.0268231 0.000403355 0.0105117 0.0164972 0.0223331 -0.00273388 -0.00451075 0.0104399 0.015189 0.0298009 0.0612118 0.0999939 0.036579 -0.0248012 internal_weight=396.123 261.901 165.967 134.222 100.796 52.5126 90.202 31.2575 2.34988 1.59161 0.743895 28.9076 10.5939 7.10614 3.48772 58.9445 45.4372 65.171 15.4358 13.5027 12.049 49.7351 47.148 9.22657 8.60005 5.72183 2.82244 1.09635 1.72609 6.4771 internal_count=22185 16271 10392 5914 6833 1952 6247 2211 183 141 66 2028 586 390 196 4036 3121 3559 791 654 568 2768 2649 408 383 249 160 60 100 385 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=0 split_feature=3 4 3 2 3 0 0 0 8 3 8 0 1 3 3 1 3 1 3 3 3 1 0 2 3 1 8 1 8 8 split_gain=23.5189 6.62652 5.32244 2.84799 1.54842 1.35069 2.07432 1.6701 1.47301 1.23775 1.23678 1.43711 3.85347 1.1765 2.39777 1.75933 1.08049 1.24248 1.53185 1.11773 1.07344 1.27153 1.63567 1.03712 1.43149 2.27069 1.08321 1.16755 1.59829 0.966154 threshold=5.4142857142857155 16.500000000000004 7.1833333333333345 0.41428571428571431 7.0500000000000007 6.5000000000000009 3.5000000000000004 7.5000000000000009 2350.0000000000005 6.4142857142857155 1450.0000000000002 1.5000000000000002 0.10555555555555557 3.8166666666666669 3.7071428571428577 0.31666666666666671 3.4722222222222228 0.21111111111111114 3.2678571428571432 5.2678571428571432 2.4365079365079372 0.18333333333333338 3.5000000000000004 0.78888888888888908 2.2250000000000005 0.35416666666666669 1900.0000000000002 0.35416666666666669 1700.0000000000002 1450.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 9 6 -1 -7 -9 -2 11 -5 -13 14 -14 -15 17 18 20 -18 -12 22 -22 26 -25 -26 27 -19 -29 -8 right_child=1 -3 -4 10 -6 7 29 8 -10 -11 16 12 13 15 -16 -17 19 23 -20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.0073467818381128024 -0.0017642930680589139 -0.00049414615892232766 -0.026223028004712469 -0.010470945959368453 0.054299044198232276 0.098915354852913598 0.00506791797965355 0.0082227869981069592 0.12747577021030995 -0.01733426702114987 0.03950470141417408 0.040778637301765702 0.0043138880528513033 -0.039273489549837892 0.10783696296504991 0.017709500781320536 0.011848112839748534 0.043557906801875101 0.073588538117259544 0.09135130793617019 0.024394571622767647 0.071103352346931645 -0.017244049994853489 0.019739234533092728 0.018598203130509458 0.13684821249510842 -0.012447730484270522 -0.04685458482673667 0.055317694903641051 -0.027996836278400935 leaf_weight=27.815166548473037 36.464512703398427 96.68483606743871 77.191451265791514 6.9052961931846708 1.0420271743350884 0.70868092501507263 3.1012909378632596 3.9698605315791156 0.27701320808910157 19.638853338529486 13.262047118874195 9.2897469622400894 9.1004439878343497 3.6003732144101823 0.5959653309951144 2.1715501589503674 27.823763051390674 2.5260037988203994 2.0404265234743653 0.44922648886341576 13.038105310616414 1.1591501627431746 2.8794054493186403 18.0799565890926 0.96872394562797015 0.69884234173059667 4.9292256878653049 1.0714483822880536 0.59549680203053856 7.6814096665098361 leaf_count=1309 1970 5926 5436 344 49 33 115 388 24 1301 378 374 453 182 32 113 1451 110 70 22 489 53 138 671 49 19 223 75 29 359 internal_value=-0.000183052 -0.0104758 -0.0176599 0.0142511 -0.00609285 0.00328491 0.0001299 0.0278587 0.0160014 -0.00721453 0.0181923 0.00969895 0.0153246 3.77052e-05 0.0106767 -0.017835 0.0211963 0.0249284 0.0316528 0.0131113 0.0288324 0.0205442 0.0168623 0.0173866 0.0238276 0.0681543 0.00344315 0.0221244 -0.0103547 -0.0184868 internal_weight=395.76 231.022 134.337 164.739 57.1454 43.5534 38.5979 4.95555 4.24687 56.1034 121.185 31.6634 24.7581 15.4683 9.69641 5.77192 89.5218 61.2488 32.3791 28.273 30.3387 17.0767 15.9175 28.8697 19.7475 1.66757 9.12217 4.19295 1.66695 10.7827 internal_count=22185 14682 8756 7503 3320 2228 1783 445 412 3271 5275 1498 1154 780 485 295 3777 2304 1128 1473 1058 680 627 1176 739 68 437 214 104 474 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=0 split_feature=3 4 3 2 3 0 0 2 0 2 8 1 8 3 8 0 1 3 3 1 8 3 2 3 3 4 0 3 3 1 split_gain=21.1757 6.14303 5.02969 2.50543 1.35166 1.18442 1.89121 1.62374 1.66936 1.18393 1.17292 1.3056 1.69703 1.362 1.08018 1.28107 3.33478 1.06856 1.95636 1.64148 1.03155 0.950645 1.70387 1.10854 2.05116 0.942381 1.52029 1.40088 0.939489 1.06825 threshold=5.4142857142857155 16.500000000000004 7.1833333333333345 0.41428571428571431 7.0500000000000007 6.5000000000000009 3.5000000000000004 0.2678571428571429 7.5000000000000009 0.31666666666666671 2350.0000000000005 0.10555555555555557 1900.0000000000002 5.2678571428571432 1450.0000000000002 1.5000000000000002 0.10555555555555557 3.8166666666666669 3.7071428571428577 0.31666666666666671 2550.0000000000005 3.2111111111111117 0.95000000000000007 2.8166666666666669 2.6125000000000003 2.5000000000000004 2.5000000000000004 9.4142857142857164 3.4722222222222228 0.21111111111111114 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 9 6 -1 -7 -9 20 11 12 13 -10 15 -5 -17 18 21 -19 -2 22 23 24 -18 -4 27 -27 29 -16 right_child=1 -3 25 14 -6 7 -8 8 10 -11 -12 -13 -14 -15 28 16 17 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0069360220810804956 -0.013768838274736912 -0.00046964099739468107 -0.0099307548594055328 -0.010033031449205121 0.049400379390605209 -0.054420583313992257 -0.017848590625744697 0.10919994432796583 -0.0090719124029898408 0.0029305835432300652 0.12045553944918148 -0.015309512222992434 0.12806566547547951 0.11475449239637901 0.029426912320247751 0.037567255759967583 0.028168521001275815 -0.038555435822054653 0.093981263321710945 0.016578075318357262 0.036507726003357215 -0.025119036503074062 -0.022632348985386699 0.0017138564560784818 0.13376315295588415 -0.0086981006059321398 -0.037013484524183307 -0.028196725134634115 0.012320254595583693 0.016304962934660983 leaf_weight=27.984806414691278 34.930627115527244 96.644297652355959 8.5889031907222471 6.8478591272910334 1.0868632389156108 0.56064980635119255 10.616988152020211 0.66114336676719165 1.0614155375501475 19.768727075065016 0.28685651187299743 1.7575020143876825 0.46057676556438298 0.28082508740044421 33.061298455899276 9.5720359694228154 2.1509951493389932 3.4869547631158175 0.64815439037920519 2.2029305656194538 1.0509237994857574 2.1351309190707752 2.2678231509244711 1.992170684647135 0.58495950388078188 13.998155334235063 25.869770227626532 26.93870830254366 28.57166101668858 29.216688363528405 leaf_count=1309 2195 5926 584 344 49 58 474 27 98 1015 22 169 41 30 1128 374 101 182 32 113 61 107 121 91 33 1053 1707 2092 1473 1176 internal_value=-0.000183516 -0.0100513 -0.0170542 0.0133885 -0.00582299 0.00310319 0.000119294 0.0258265 0.035806 -0.00689958 0.0231931 0.0153566 0.0452519 0.0168352 0.0170481 0.00913092 0.0143716 1.84713e-05 0.0100423 -0.0172096 -0.0123004 0.00408408 0.0129967 0.0300861 0.0507451 -0.0255209 -0.0275253 -0.0215293 0.019827 0.023271 internal_weight=395.286 228.877 132.233 166.409 56.8371 43.6708 38.6018 5.06897 4.50832 55.7503 3.84718 3.56032 1.80282 1.34224 122.739 31.889 25.0412 15.4691 9.77923 5.68989 35.9816 9.13108 6.99595 4.72813 2.73595 75.3955 66.8066 40.9369 90.8496 62.278 internal_count=22185 14682 8756 7503 3320 2228 1783 445 387 3271 360 338 169 128 5275 1498 1154 780 485 295 2256 453 346 225 134 5436 4852 3145 3777 2304 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=0 split_feature=3 4 3 2 2 8 0 0 2 3 3 2 3 1 8 1 4 8 3 0 8 0 1 3 3 1 0 3 3 8 split_gain=19.0718 5.69107 4.75727 2.20829 1.42829 1.17007 1.46415 1.62972 1.29337 1.36365 2.96416 1.6446 1.2794 1.1574 2.03079 2.95836 1.57086 3.04393 0.968903 2.41853 0.94594 1.14212 2.89948 0.968601 1.62094 1.53164 0.929011 1.04869 1.50492 0.960784 threshold=5.4142857142857155 16.500000000000004 7.354166666666667 0.41428571428571431 0.31666666666666671 1450.0000000000002 6.5000000000000009 3.5000000000000004 0.2678571428571429 4.1833333333333345 4.4722222222222232 0.31666666666666671 5.1055555555555561 0.18333333333333338 1550.0000000000002 0.10555555555555557 2.5000000000000004 1300.0000000000002 5.2678571428571432 4.5000000000000009 1450.0000000000002 1.5000000000000002 0.10555555555555557 3.8166666666666669 3.7071428571428577 0.31666666666666671 4.5000000000000009 6.4142857142857155 5.6125000000000007 1700.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 -2 18 7 -7 -8 -10 -11 12 -12 14 15 16 17 -6 -1 -20 21 -5 -23 24 -24 -25 27 28 -15 -30 right_child=1 -3 -4 20 13 6 8 -9 9 10 11 -13 -14 26 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 -27 -28 -29 29 -31 leaf_value=0.011761539686856164 -0.011753359256170768 -0.00044634183551666546 -0.025214388513771238 -0.0096101676743777578 0.0066422842914205639 0.00090949729961355716 -0.054232081310271657 -0.026761532676430607 -0.045056969831097776 0.14092914457632225 0.029636269891847946 -0.012726858598172148 0.13577174632457739 -0.041870518241868007 -0.002464001061451749 0.13002743273895584 -0.016796192499165263 0.1152371387554553 0.12985398639715595 -0.036558176234190332 0.018559964496146789 0.03470438633495028 0.003834870263671214 -0.037837368739729274 0.082984077778870194 0.015534326203060209 -0.030991241577161089 -0.032954844263898796 0.010318332377421947 0.072169511805257672 leaf_weight=12.029378814901431 38.436004018959792 96.605782303289715 70.828165420321852 6.7931475298212822 1.8294592003330783 19.003048082511249 0.47000182954206948 7.3905471397679028 0.4850956818336275 0.64771283750451436 0.88546605012743385 1.5328952447427469 0.4179666797107302 0.78026397593436003 7.7909995198270394 0.74618350667641653 1.6210074490559234 0.99693415915498906 0.56063829973300094 0.35759463077749842 92.160266477665942 9.8364420954139877 9.1624657419180799 3.3782529960498087 0.69600184630689987 2.2326074905122368 3.2697412766521268 1.3795829780974598 1.4293306663111027 1.119748905446613 leaf_count=569 2440 5926 5241 344 93 897 48 359 38 40 45 148 30 37 406 40 78 44 19 35 3777 374 453 182 32 113 212 72 52 41 internal_value=-0.000183792 -0.00964158 -0.0164628 0.0125831 -0.0060274 0.00292664 -0.00237029 -0.00683875 0.0241976 0.0334848 0.0444204 0.0223814 0.0636703 0.0044711 0.0136805 0.0378993 0.0224421 0.0449462 0.0155405 0.0650468 0.0159854 0.00859332 0.0134799 -1.60455e-05 0.00942276 -0.0166003 -0.0105165 0.00370064 0.0188896 0.0374881 internal_weight=394.873 226.833 130.227 168.04 59.3993 43.7803 30.8327 26.3936 4.43914 3.96914 3.48404 2.83633 1.30343 20.9633 12.9846 5.19358 4.4474 2.82639 12.9476 0.918233 124.259 32.0989 25.3058 15.4693 9.85847 5.61086 7.97867 4.70893 3.32934 2.54908 internal_count=22185 14682 8756 7503 3515 2228 1605 1256 349 301 263 223 75 1075 661 255 215 137 623 54 5275 1498 1154 780 485 295 414 202 130 93 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=0 split_feature=3 4 3 3 2 1 8 4 8 2 1 1 1 0 0 3 3 8 3 4 4 3 8 0 3 3 4 3 8 2 split_gain=17.1862 5.26994 4.48202 1.96027 1.29822 1.03705 1.74993 2.36738 2.0229 2.00932 1.60367 0.916305 0.909833 3.20091 1.51402 1.56957 1.01163 0.896479 0.894401 0.882216 1.07144 2.22402 0.868863 0.864553 0.954794 1.34283 0.853414 2.17311 1.06197 0.810194 threshold=5.4142857142857155 16.500000000000004 7.354166666666667 2.683333333333334 0.31666666666666671 0.18333333333333338 1550.0000000000002 2.5000000000000004 1300.0000000000002 0.41428571428571431 0.10555555555555557 0.2678571428571429 0.10555555555555557 7.5000000000000009 2.5000000000000004 9.4142857142857164 9.4142857142857164 1450.0000000000002 6.3166666666666673 8.5000000000000018 9.5000000000000018 10.450000000000001 1700.0000000000002 4.5000000000000009 6.4142857142857155 5.6125000000000007 7.5000000000000009 8.4722222222222232 1900.0000000000002 0.41428571428571431 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 11 -2 6 7 8 10 -10 18 -1 14 16 15 26 -14 19 -6 -17 21 -21 -3 24 25 -7 27 28 -4 -5 right_child=1 22 12 29 5 23 -8 -9 9 -11 -12 -13 13 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.026354145305465405 -0.011283792758586517 -0.0047487803722594101 -0.03678359299660789 0.0027553950338343393 0.042508998110647095 -0.041230026065237353 -0.0023457826071589492 -0.016190430333187091 0.1573523606513656 0.036244120523872277 0.10497742612959074 0.013479704039154401 -0.031514973596154794 0.12086629279589892 -0.035056636378776679 -0.052368017342386601 0.059063623009299543 -0.033954294329425559 -0.027269923870715203 -0.052491051618387463 -0.013367644736975293 0.14570218835595822 0.0047770611831346853 -0.030240744602446624 -0.032246729836424147 0.03448347615548062 -0.016447216628387322 0.04506424115045389 0.023358800012830871 0.01141527621134341 leaf_weight=26.127645945903438 38.043939557359181 52.72821304851287 2.2663447173399613 43.87875574185118 0.8843500187795168 0.75344969206004409 7.7748762595453798 1.5981678098582959 0.78193716658279278 0.60939807367685717 0.53010622090306458 29.340352509267234 2.3320197818636643 0.4781303847375965 26.385451366367306 1.3224596755317266 0.35520823282513436 16.415882345579512 0.95527666652196785 0.25486755196470756 7.4244629557488224 0.31835245620459318 43.840976123323188 3.1855089267247365 1.3403892007845568 2.6290156422547852 8.2014771845705763 2.3941422421630705 1.0855684629895561 70.249935873791543 leaf_count=767 2440 3184 165 2228 46 37 406 78 32 25 27 1185 138 40 1873 94 19 1323 47 20 633 26 2742 212 72 93 654 168 88 3323 internal_value=-0.000184307 -0.0092472 -0.0158871 0.0118333 -0.00577184 0.00419355 0.0128067 0.0347892 0.0564516 0.104308 0.0283541 0.0195441 -0.0245197 0.00166685 -0.0257742 -0.0196024 -0.0195419 -0.0269228 0.00627438 -0.014538 -0.00828255 0.0575807 -0.00042419 -0.0101111 0.00346606 0.0176182 -0.00609484 0.00868134 -0.0173056 0.00808583 internal_weight=394.487 224.89 128.321 169.597 59.0864 21.0425 13.1341 5.35924 3.76107 1.39134 2.36973 55.468 69.2344 3.16536 66.069 39.6836 2.68723 25.736 1.83963 9.32014 7.99768 0.57322 96.5692 7.90836 4.72285 3.38247 13.9475 5.74606 3.35191 114.129 internal_count=22185 14682 8756 7503 3515 1075 661 255 177 57 120 1952 5241 197 5044 3171 157 2096 93 773 679 46 5926 414 202 130 1075 421 253 5551 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=0 split_feature=3 0 3 2 8 3 1 0 3 3 0 3 4 3 1 1 8 3 2 0 4 1 8 1 8 8 0 3 8 1 split_gain=15.5105 3.33025 6.70495 1.44644 1.0743 1.07036 0.99354 1.6189 2.16785 5.15004 1.11129 0.957191 1.39254 0.902586 1.16699 1.65378 0.895341 0.828619 0.894087 1.37123 1.58112 1.82424 1.3785 2.14994 2.54147 1.45911 1.00985 1.01836 1.37888 1.32115 threshold=4.7638888888888902 1.0000000180025095e-35 6.4142857142857155 0.31666666666666671 1450.0000000000002 2.683333333333334 1.0000000180025095e-35 5.5000000000000009 7.4142857142857155 8.1547619047619069 3.5000000000000004 11.050000000000002 10.500000000000002 8.9500000000000011 0.18333333333333338 0.13392857142857145 2100.0000000000005 4.8452380952380958 0.43650793650793657 9.5000000000000018 2.5000000000000004 0.31666666666666671 1900.0000000000002 0.13392857142857145 2100.0000000000005 1700.0000000000002 3.5000000000000004 5.6125000000000007 1550.0000000000002 0.18333333333333338 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 17 4 6 -1 10 -8 -9 -10 -4 12 -6 14 15 -5 -14 -3 -19 20 21 22 25 -24 -25 26 -20 29 -29 -28 right_child=1 2 3 13 11 -7 7 8 9 -11 -12 -13 16 -15 -16 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 27 28 -30 -31 leaf_value=0.018313349812745912 -0.00035290791472142357 -0.030797276974016609 -0.011927311305746599 -0.0043219095415987212 -0.02573864699256867 0.0094643027679457963 -0.048348278911962361 -0.013889668717126102 0.2069272790472037 -0.05251964836463098 -0.035428464153624141 -0.039917461632533666 0.00010602233972973842 0.040274667596187343 -0.034833601569191401 0.084849301097279006 0.083870963604826279 -0.0020324722353046629 0.076519901333682722 -0.031457079324465648 -0.01363461585389053 -0.0069428142636036739 -0.035104670018952261 0.15991297329815279 -0.021558458059035938 0.10903177811402127 -0.053405893695571915 0.11800555112262956 0.00016104989259014554 0.038342856423576321 leaf_weight=56.214361922305827 95.748290120046562 2.0798620984329537 19.324472022952712 5.6676205288458714 39.166731752292648 87.151100239740103 0.67918440021526216 0.80863148331089008 0.47467518891062355 0.32036667485226644 6.8004517784540885 11.757413582970456 1.4428458587954072 1.0727201620102267 2.8336948050617821 0.57247979509702407 0.40956286669825193 47.217593975513481 1.3598347910155957 1.5976981530408245 3.0643387399663888 2.7464212602467484 1.2244210067776746 0.39569991807354643 0.37651222534225326 1.0069945436630119 0.69243611845263353 0.53155942837474857 0.46569832329987548 0.90542521843599388 leaf_count=1952 5879 129 1548 323 2960 4049 42 75 28 38 480 915 124 60 178 25 37 2654 49 110 141 136 50 17 23 43 35 26 22 37 internal_value=-0.000183945 -0.00768431 -0.0122133 -0.0208959 -0.0231204 0.0129341 -0.0152807 0.0163517 0.0437533 0.102382 -0.0180448 -0.0273402 -0.0237351 -0.0030971 -0.00822459 0.00385884 0.0186262 0.000242434 0.00129072 0.0122125 0.0176764 0.0275628 0.0411815 0.00609908 0.0714318 0.0552983 0.0416169 0.0233278 0.0629747 -0.00141663 internal_weight=394.109 250.744 154.995 91.3309 81.1843 143.365 28.4078 2.28286 1.60367 0.795042 26.1249 52.7766 41.0191 10.1465 9.0738 6.2401 1.85241 63.6645 61.5846 14.367 12.7693 9.705 6.95858 1.99663 0.772212 4.96195 3.95495 2.59512 0.997258 1.59786 internal_count=22185 16184 10305 6833 6247 6001 2211 183 141 66 2028 4036 3121 586 526 348 161 3472 3343 689 579 438 302 90 40 212 169 120 48 72 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=31 num_cat=0 split_feature=3 4 3 2 2 8 0 0 2 3 3 2 3 1 8 4 3 3 3 1 3 3 2 4 3 1 0 0 3 3 split_gain=14.0803 4.54606 4.02332 1.55617 1.06611 1.02698 1.30773 1.48778 1.16343 1.21068 2.20814 1.39978 0.96319 0.887099 1.41681 1.85201 1.57185 1.21382 0.817153 0.877156 1.17555 1.57493 1.17598 1.06916 0.847631 0.810633 2.34964 1.49113 1.50382 0.893833 threshold=5.4142857142857155 16.500000000000004 7.354166666666667 0.41428571428571431 0.31666666666666671 1450.0000000000002 6.5000000000000009 3.5000000000000004 0.2678571428571429 4.1833333333333345 4.4722222222222232 0.31666666666666671 5.1055555555555561 0.18333333333333338 1550.0000000000002 2.5000000000000004 6.9500000000000011 6.154761904761906 5.2678571428571432 0.2678571428571429 4.6458333333333348 4.5857142857142863 0.38750000000000007 2.5000000000000004 5.0500000000000007 0.10555555555555557 7.5000000000000009 2.5000000000000004 9.4142857142857164 9.4142857142857164 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 -2 18 7 -7 -8 -10 -11 12 -12 14 15 16 17 -6 19 20 21 22 -1 24 -22 27 29 28 -4 -27 right_child=1 -3 25 -5 13 6 8 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.027920239196023856 -0.010346581327510693 -0.00037555578163230176 -0.0049472675901886722 0.013316563137401961 0.061071563779096283 0.00048812055152975165 -0.054031866913577066 -0.026116648432822454 -0.044601854315982965 0.11843215752575642 0.027590465189514093 -0.012197252824914183 0.11630516762352623 -0.0096642135335514075 -0.0022772654150130783 -0.015350461609567821 0.11473602533355716 -0.00014464464233597505 0.058303159241737901 -0.036235531804746479 0.061339907481817779 0.11354172942375439 -0.046958255687208982 -0.019913209092207309 -0.027158037110421702 -0.03051384979288347 0.094161458883387839 -0.033971564850952228 -0.025648836551693477 0.052889242019699426 leaf_weight=5.6264151184148918 37.273858082081944 96.488068061078309 13.62960537812573 128.2779485302315 1.8250961042643488 19.133160216231005 0.45014901153172004 7.2445381546910701 0.47242246879250149 0.7263584105203339 0.90541340315030538 1.5159808991158457 0.46211518114091632 7.8250435551528588 7.7637083438889363 1.5674635052187111 0.7365853647897892 1.4556038555510893 0.96908742895698274 0.92395379791651144 0.87690862791509949 0.4958763513714074 0.57824753245267846 3.3299641565708313 0.39130925276458584 2.2372915057908358 0.56196996091966855 25.016021448356469 24.617732249935841 0.3751005492194962 leaf_count=223 2440 5926 1075 5275 89 897 48 359 38 40 45 148 30 414 406 78 29 59 54 49 54 16 26 177 24 138 40 1873 2096 19 internal_value=-0.000183742 -0.00852717 -0.0148252 0.010531 -0.00525699 0.00242884 -0.00255568 -0.00681878 0.0222545 0.0306665 0.0405169 0.0208899 0.0575689 0.00370272 0.0115386 0.0307449 0.0487304 0.0339107 0.0141083 0.0106042 0.0144346 0.0277948 0.0209419 -0.00503416 0.0340338 -0.0232427 0.0014133 -0.0244799 -0.0182717 -0.0185384 internal_weight=393.753 221.373 124.885 172.38 58.4474 44.1019 30.9101 26.3777 4.53244 4.08229 3.60987 2.88351 1.36753 21.1735 13.3485 5.58475 4.01729 3.2807 13.1918 12.2227 11.2987 6.70054 6.20466 4.59818 1.26822 66.4377 3.17436 63.2634 38.2473 2.61239 internal_count=22185 14682 8756 7503 3515 2228 1605 1256 349 301 263 223 75 1075 661 255 177 148 623 569 520 265 249 255 78 5241 197 5044 3171 157 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=31 num_cat=0 split_feature=3 4 3 3 3 8 3 3 3 4 8 0 8 3 3 0 4 3 3 0 4 0 8 0 0 8 8 1 2 3 split_gain=12.6991 4.20002 3.7855 1.44216 1.06166 1.58948 0.945049 0.84047 1.05657 1.44201 1.20751 1.96443 1.49279 1.11946 1.10555 1.17397 1.35671 0.830246 0.813269 2.29587 0.936286 1.54269 1.45241 0.967508 0.962854 0.882906 0.808564 0.808129 2.32806 1.00087 threshold=5.4142857142857155 16.500000000000004 7.1833333333333345 3.5277777777777781 7.0500000000000007 1550.0000000000002 6.4142857142857155 11.535714285714286 10.950000000000001 8.5000000000000018 1300.0000000000002 1.5000000000000002 1900.0000000000002 11.225000000000001 9.4142857142857164 2.5000000000000004 4.5000000000000009 3.6125000000000003 5.6125000000000007 3.5000000000000004 2.5000000000000004 5.5000000000000009 1700.0000000000002 9.5000000000000018 8.5000000000000018 1700.0000000000002 1900.0000000000002 1.0000000180025095e-35 0.29285714285714287 5.8944444444444457 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 6 -6 18 8 14 -10 11 -11 -12 -14 15 -4 -17 -5 19 -2 23 25 -23 24 -20 -22 -3 28 -25 -29 right_child=1 26 7 17 5 -7 -8 -9 9 10 12 -13 13 -15 -16 16 -18 -19 20 -21 21 22 -24 27 -26 -27 -28 29 -30 -31 leaf_value=0.014103883946525585 0.016832671030895488 -0.0030051698813928439 -0.0061335296870347767 -0.038885229437627428 0.11288918843575438 -0.006932748050334659 -0.014801834507701421 -0.032456875669318243 -0.037140407048386094 0.0012428834045582796 -0.026870822542252377 0.14013142827674105 0.064567788318736358 -0.052180738838331853 -0.035321227729464125 -0.014524677548664506 -0.040533898912497937 0.005554968610056994 0.015984596233801076 -0.038916833357979859 -0.023540923927585798 0.12210299523359065 -0.00040873042843089184 -0.025746051876449884 0.082938515138350835 0.0021961749390848155 0.007556382704330792 0.020887756696015041 0.1568784293898926 -0.047224019536169594 leaf_weight=94.234528340807145 3.1921694653846542 72.27095147221516 13.978354138359846 1.0652587811333933 0.475989108403154 0.66129320182517404 18.418610900182358 15.453813187544823 1.7986545332562389 0.56889902457623953 1.9228424306566014 0.46081220451742411 1.0686842984578104 0.25415896321646858 11.3443420299468 12.63778438215377 8.3111925024531939 78.414212235181822 10.114622424777068 4.3815900208742278 6.5290410281688125 0.43948723138669343 0.53815699559709174 0.55169344038222279 0.56707320249668747 6.805625831903896 24.186356435765845 0.79083718481888388 0.25524662050793268 1.6960849496354624 leaf_count=3497 159 4405 1099 89 13 36 1301 1303 138 55 163 34 94 21 947 935 647 3917 436 246 357 18 28 53 38 395 1521 65 22 153 internal_value=-0.000182261 -0.0081709 -0.0142879 0.00991997 -0.00459427 0.0432166 -0.00559601 -0.0222112 -0.0191864 0.000419919 0.0162215 0.0633977 0.0012546 0.0421368 -0.0217601 -0.0173555 -0.0248434 0.00495934 -0.000867876 -0.0154197 0.0030282 -0.00596064 0.0546648 0.0122336 0.0195391 -0.0104055 -0.000356895 -0.0114572 0.0320207 -0.0255646 internal_weight=393.388 219.674 123.217 173.714 55.4175 1.13728 54.2802 67.7995 52.3457 6.07405 4.2754 1.02971 3.24569 1.32284 46.2717 34.9273 20.949 79.4795 35.8616 7.57376 28.2879 14.3123 0.977644 13.9756 10.6817 13.3347 96.4573 3.29386 0.80694 2.48692 internal_count=22185 14682 8756 7503 3320 49 3271 5436 4133 505 367 89 278 115 3628 2681 1582 4006 1970 405 1565 798 46 767 474 752 5926 293 75 218 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=0 split_feature=3 4 3 3 2 8 2 3 1 0 1 8 4 8 2 1 0 8 3 3 3 4 3 3 1 0 4 0 3 4 split_gain=11.4674 3.8811 3.55798 1.30766 0.907785 0.792111 1.53172 1.14139 0.823692 0.809959 0.791045 1.23468 1.51459 1.46218 1.55088 1.10823 0.801038 0.773989 0.770526 1.18952 0.764412 1.03693 1.23185 1.02872 1.71671 1.00675 1.03194 0.988856 1.07409 1.8419 threshold=5.4142857142857155 16.500000000000004 7.354166666666667 2.683333333333334 0.31666666666666671 1700.0000000000002 0.73214285714285732 2.6125000000000003 0.21111111111111114 1.5000000000000002 0.18333333333333338 1550.0000000000002 2.5000000000000004 1300.0000000000002 0.41428571428571431 0.10555555555555557 4.5000000000000009 2550.0000000000005 6.4142857142857155 5.6125000000000007 11.535714285714286 8.5000000000000018 10.950000000000001 9.4142857142857164 0.23611111111111113 2.5000000000000004 9.5000000000000018 2.5000000000000004 8.4722222222222232 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 17 7 -7 8 -1 -8 11 12 13 15 -15 -6 18 -2 19 -12 21 23 -23 27 -25 26 -24 28 -4 -30 right_child=1 -3 20 -5 10 6 9 -9 -10 -11 16 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 25 24 -26 -27 -28 -29 29 -31 leaf_value=0.016827993975901734 -0.010849312150720158 -0.00033959887344553984 -0.017406548998861918 0.0063087311949246291 0.0021158865615242585 -0.01585695751404401 0.015161794863838188 0.050356531238394481 -0.0012733393913397541 0.032121205514541722 -0.040738498761603098 -0.0022363870939277218 -0.014223685658230423 0.12375997120488696 0.024495205655441353 0.078699211617956413 -0.029174747140790769 0.031455584109057556 -0.030190913146682027 0.030990501294186769 -0.031788324913848955 -0.018013749645900853 0.087113689483586776 -0.043079017769759087 0.078256986665636255 0.091048504905308164 -0.00074785363473931692 -0.025768402474839636 0.036637326438017065 -0.052492199606378104 leaf_weight=11.217924333706405 35.525052425518879 96.428480285855372 7.1000525758797313 116.94930856474653 1.95628812854193 2.5889370996183088 13.036705820210033 1.5895319784904121 14.291059120286183 15.305469254379103 0.73338801667122711 7.7560582556947395 1.5276215682420113 0.92117645579855867 0.68689311242815165 0.62277685384637482 3.063469907860366 1.1151066636705298 1.236503779182385 2.7277985397524844 15.001483784440152 7.9678713884758263 0.36861553118797052 7.9591260115143978 0.30259597548047157 0.39635783713310946 3.5788541982419702 17.718149636887119 2.6174756575492215 0.74452261383612484 leaf_count=332 2374 5926 574 5551 93 112 399 49 596 464 37 406 78 32 25 27 212 66 72 93 1303 688 28 675 15 23 316 1383 178 58 internal_value=-0.000180608 -0.00783123 -0.0137708 0.00935347 -0.00479482 0.0154896 0.0209575 0.00924852 0.00668697 0.0243203 0.00343158 0.0107572 0.028392 0.0439398 0.0813586 0.0206088 -0.0092832 -0.0095618 0.00368852 0.0157919 -0.0219184 -0.0188815 -0.00633612 -0.0231198 -0.0386349 0.0150841 0.00745668 -0.0185712 -0.00638228 0.0168994 internal_weight=393.035 218.056 121.627 174.979 57.8721 58.0296 30.9311 27.0985 25.509 28.3422 21.232 13.4708 5.71476 4.18713 1.60807 2.57906 7.76116 36.6402 4.69769 3.46119 63.7551 48.7536 12.3117 36.4419 8.26172 4.34383 3.94747 28.1802 10.4621 3.362 internal_count=22185 14682 8756 7503 3515 1952 975 977 928 863 1075 661 255 177 57 120 414 2440 202 130 5241 3938 1055 2883 690 367 344 2193 810 236 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=0 split_feature=3 4 3 8 4 1 1 3 1 0 3 4 4 4 3 3 3 3 3 1 2 3 3 4 8 8 0 0 2 1 split_gain=10.3837 2.38374 5.19297 1.30574 1.2494 1.25667 1.75041 2.33109 1.87528 1.57626 1.23605 1.25904 1.18757 1.57874 1.07969 3.33371 0.861018 0.9853 0.811276 1.44466 0.929063 0.924281 2.1451 0.881359 4.23679 0.792493 0.780167 0.778772 0.764812 1.1202 threshold=4.7071428571428582 16.500000000000004 6.4142857142857155 1550.0000000000002 2.5000000000000004 0.21111111111111114 0.10555555555555557 7.1055555555555561 0.18333333333333338 3.5000000000000004 11.535714285714286 10.500000000000002 8.5000000000000018 9.5000000000000018 11.535714285714286 10.950000000000001 7.1833333333333345 7.0500000000000007 9.4142857142857164 1.0000000180025095e-35 0.23611111111111113 7.9500000000000011 8.4722222222222232 2.5000000000000004 1700.0000000000002 1300.0000000000002 2.5000000000000004 1.5000000000000002 0.35416666666666669 0.15476190476190479 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 -2 4 5 6 9 -8 -9 -4 11 18 -6 14 15 27 17 25 19 20 23 -22 -23 24 -5 -11 -25 -14 29 -1 right_child=1 -3 3 10 12 -7 7 8 -10 16 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.006193299909790272 0.00018890187637266156 -0.00032271455389016733 0.056291475495226929 0.15541339677629304 -0.024850857667401582 -0.028615635517585537 -0.0074522678716424061 0.16728450623491584 0.026046960542901943 -0.045644341175558184 -0.040173422528884555 0.018682794810495989 0.046844993099875852 -0.012993009591963551 -0.052215294999560451 0.20194444403171477 -0.043591343663116379 0.082084973505246461 -0.035597201194996451 -0.046122962868869917 -0.0073764385802895724 0.1359847554856452 -0.0044686076401568636 -0.011597783516739145 -0.052441530944217135 0.041780429994222511 -0.029857441480825697 -0.029661409241463901 0.011816455039133852 -0.027077712805597117 leaf_weight=17.663661588566786 65.247688720621582 96.400679204164419 0.96471129736164885 0.39707416812962637 14.988804869680964 1.8425448322137752 0.71176053980586551 0.59362820413662121 0.38904481823556125 0.69845071111376478 9.1232352202945872 2.0136005732219919 0.94552318579667216 7.3988077516569319 0.2937575252726673 0.30400048475712527 1.5203826371689499 0.35902136659569794 8.476381235358188 4.0718510375986332 2.997967605692792 0.41788299800828077 0.77788202866213396 12.710851993366733 0.64082526478887303 0.41220002699992619 10.837460938175125 0.51314278913196176 125.98635979318604 2.9528113309321489 leaf_count=753 3559 5926 50 32 1218 125 49 32 25 44 807 175 86 685 20 17 129 9 715 337 181 28 48 1014 60 26 832 42 5004 157 internal_value=-0.000178182 -0.00645447 -0.0104044 -0.0185938 -0.0106227 0.00724127 0.0189364 0.0614565 0.111368 0.000718458 -0.0234459 -0.0199248 -0.0160977 -0.00222181 0.0365319 0.0513221 -0.0172116 0.0100783 -0.0218059 -0.0182475 -0.0143036 0.0074481 0.0446155 -0.0180138 0.0270785 -0.0131981 -0.0200013 0.0199309 0.0103556 0.00142803 internal_weight=392.652 246.049 149.648 84.4008 31.9358 7.49174 5.6492 1.69443 0.982673 3.95477 52.465 43.3418 24.444 9.45523 2.05642 1.76267 2.99005 1.46967 41.3282 32.8518 28.7799 4.19373 1.19577 24.5862 1.0379 1.11065 23.5483 1.45867 146.603 20.6165 internal_count=22185 16271 10345 6786 2557 489 364 106 57 258 4229 3422 2068 850 165 145 208 79 3247 2532 2195 257 76 1938 92 70 1846 128 5914 910 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=0 split_feature=3 4 3 2 8 0 0 2 3 3 2 2 3 8 8 3 4 1 0 0 1 3 3 2 8 3 8 0 1 3 split_gain=9.37547 3.3136 3.17089 1.09201 0.902317 1.13692 1.35825 1.03653 1.06941 1.69082 1.19312 0.783415 0.745737 0.736872 0.736661 1.03196 1.20705 0.954474 3.63268 1.54214 0.822396 0.912227 1.27141 0.775685 1.67759 1.47497 0.716009 1.04681 2.37201 0.769454 threshold=5.4142857142857155 16.500000000000004 7.354166666666667 0.41428571428571431 1450.0000000000002 6.5000000000000009 3.5000000000000004 0.2678571428571429 4.1833333333333345 4.4722222222222232 0.31666666666666671 0.31666666666666671 5.1055555555555561 1700.0000000000002 1450.0000000000002 11.535714285714286 10.500000000000002 0.10555555555555557 5.5000000000000009 2.5000000000000004 0.31666666666666671 9.4142857142857164 7.9500000000000011 0.23611111111111113 1900.0000000000002 8.4722222222222232 1450.0000000000002 1.5000000000000002 0.10555555555555557 3.8166666666666669 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 11 4 -1 6 -6 -7 -9 -10 12 -2 -11 -3 17 16 20 19 -19 -4 21 22 -16 -24 -25 -26 27 -5 -29 -30 right_child=1 13 14 26 5 7 -8 8 9 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31 leaf_value=0.01237672677375719 -0.0088127043539431467 -0.0043191488137645576 -0.0054571042751499314 -0.012586338560186159 -0.00022288872533510879 -0.053871084980726007 -0.0257172049272835 -0.044327046023311764 0.10040473165103868 0.024741088286360097 -0.012306224218815135 0.0032936190328751052 0.10010795627856228 0.0044571779907441071 -0.042337620525275635 -0.039794994708863093 0.016324216734597781 -0.037281810282766593 0.11360068393162621 -0.033340080087623042 0.042218076476962491 -0.038190645240059967 -0.0153119285236719 -0.033369532257919214 0.15636095708539999 0.018679379057825945 0.012772625462928176 0.027341626824038769 0.0049711796470667813 -0.017780253349347935 leaf_weight=13.494875744134964 36.05450296400177 52.312530730883296 12.653008175575911 7.1880810485426698 19.356806859326809 0.43447977490950407 7.1556672203011535 0.46475227310656908 0.80319565207537413 0.93463694999445579 1.5192187180115297 21.232716402687686 0.50586649877118361 44.061735869996539 4.280213820347412 8.8996132293997885 2.0813365564590631 0.99883274378726017 0.66419590885925572 8.154978787624712 0.47309097160905267 8.239916929423428 13.404044933045695 0.72806948818470008 0.31261632719542831 0.51494254433782771 98.588165048349339 10.564954286122431 10.479986271093994 5.7581032374969245 leaf_count=623 2440 3184 1125 344 897 48 359 38 40 45 148 1075 30 2742 351 819 178 58 40 679 27 728 1135 46 21 34 3777 374 485 295 internal_value=-0.000177158 -0.00719421 -0.0127867 0.00833704 0.00157582 -0.00309967 -0.00710376 0.0196705 0.0272284 0.0360662 0.0186063 -0.00432566 0.0512079 -0.000306665 -0.0206803 -0.0248409 -0.0204097 -0.0134716 0.022979 -0.0163849 -0.0231449 -0.0242702 -0.0183084 -0.0114332 0.0219876 0.0706896 0.0106151 0.00435728 0.00890124 -0.00309659 internal_weight=392.315 215.066 118.692 177.249 44.6695 31.1746 26.5125 4.66215 4.22767 3.76292 2.95972 57.2872 1.4405 96.3743 61.4049 38.9338 30.0342 22.471 1.66303 20.808 27.9529 27.4798 19.2399 14.9597 1.55563 0.827559 132.579 33.9911 26.803 16.2381 internal_count=22185 14682 8756 7503 2228 1605 1256 349 301 263 223 3515 75 5926 5241 3339 2520 1902 98 1804 2342 2315 1587 1236 101 55 5275 1498 1154 780 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=31 num_cat=0 split_feature=3 4 3 3 8 1 8 3 4 0 1 0 8 3 3 8 3 4 3 2 4 8 4 0 8 1 1 4 0 2 split_gain=8.46465 3.05268 2.97117 1.03207 0.769652 0.712906 0.702464 1.00895 1.11824 0.89583 1.28838 3.01265 0.765352 0.748542 1.29213 1.33686 1.62599 2.58385 1.50408 0.900754 0.748637 0.680369 0.617409 0.614739 0.588197 1.70495 1.28764 0.578058 0.556065 0.750829 threshold=5.4142857142857155 16.500000000000004 7.354166666666667 2.683333333333334 1100.0000000000002 0.2678571428571429 1450.0000000000002 11.535714285714286 10.500000000000002 1.5000000000000002 0.10555555555555557 5.5000000000000009 1300.0000000000002 7.9500000000000011 8.5277777777777803 1900.0000000000002 8.3166666666666682 6.5000000000000009 8.3541666666666696 0.29285714285714287 5.5000000000000009 1900.0000000000002 6.5000000000000009 4.5000000000000009 2350.0000000000005 0.35416666666666669 0.58571428571428574 4.5000000000000009 3.5000000000000004 0.76388888888888895 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 -2 -1 9 8 13 -4 12 -12 -11 -8 15 16 -15 18 -18 -16 23 -3 -6 -17 28 -26 -27 -25 -7 -30 right_child=1 21 6 -5 22 24 7 -9 -10 10 11 -13 -14 14 19 20 17 -19 -20 -21 -22 -23 -24 27 25 26 -28 -29 29 -31 leaf_value=0.019040524475626333 0.049990951410984932 -0.0027399765802689304 0.0018190116747296729 0.0051772185669897138 -0.0033591251296333498 0.0078378297847521896 -0.041986945072571044 -0.039261426085799501 0.015275123994481415 -0.016992257525781755 -0.036661471251300523 0.097929158102911862 -0.042755549982609019 -0.04230281965772599 -0.030504682245083344 0.059698504200952497 0.090574034778577686 0.16556447002901248 -0.052405134164798653 0.022720374602655066 -0.0024884967104616715 0.0069191983369055465 -0.024427671453152139 -0.052058721121640367 -0.042083103849824187 0.071992938293269124 0.0066886302549707816 0.053570652706891909 -0.050836648761148975 0.0044221907453543185 leaf_weight=28.047341926243632 0.64951609913260355 71.929100024105438 7.0027555392537222 118.78947537642078 52.694364310800729 25.033306496550743 4.1698330186318335 8.5777346384377875 2.112244226398615 9.3235741809730808 0.96579121565832682 0.73007533389318269 4.1728795453855119 2.9584051023559841 14.338674544013312 1.3157326766208828 0.25516207085456677 0.26218241266906261 0.65892827826610301 0.84155682120763309 2.0464354555327162 24.42014802129971 3.7229912930688434 0.28696206538734248 0.73025539310401599 1.6974869975538243 1.3592764595996412 0.2360751778469421 0.98574474314227645 1.6332012345728797 leaf_count=767 39 4405 674 5551 3157 927 354 819 178 789 58 40 341 250 1271 100 21 19 52 51 180 1521 319 22 20 39 47 22 39 113 internal_value=-0.000174911 -0.00688664 -0.0123026 0.00786937 -0.00412641 0.0132453 -0.0200461 -0.0241688 -0.0197776 -0.0129766 -0.0197964 0.0212802 -0.0249578 -0.0224828 -0.0189773 -0.00274298 -0.0225316 0.0271943 -0.0124935 -0.027554 0.0183163 -0.000291815 -0.00474944 0.0414707 0.00807539 0.0265558 0.0429535 -0.00438244 0.00554447 -0.0163767 internal_weight=391.947 213.671 117.322 178.276 57.0669 59.4866 60.255 38.0599 29.4822 22.1951 15.1923 1.69587 13.4965 27.3699 23.2001 8.01988 4.13468 1.17627 0.91409 15.1802 3.88521 96.3492 56.4174 1.83877 31.4393 3.78702 3.05676 0.523037 27.6523 2.61895 internal_count=22185 14682 8756 7503 3515 1952 5241 3339 2520 1902 1228 98 1130 2342 1988 666 342 92 73 1322 324 5926 3476 144 1185 106 86 44 1079 152 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=3 0 3 8 4 1 1 0 3 4 4 3 3 3 3 1 3 3 3 2 4 8 0 3 8 8 8 4 3 4 split_gain=7.69915 1.86293 4.17919 1.07898 1.07349 1.13113 2.348 1.37085 1.10875 1.00525 1.50292 0.934827 2.47306 0.915478 0.908118 1.24167 1.22775 0.781446 0.850058 0.77688 0.833381 3.56386 0.767905 0.765372 0.735839 0.720016 0.706489 0.952731 0.821078 2.22902 threshold=4.6833333333333345 1.0000000180025095e-35 6.4142857142857155 1550.0000000000002 2.5000000000000004 0.18333333333333338 0.10555555555555557 3.5000000000000004 7.1055555555555561 8.5000000000000018 9.5000000000000018 11.535714285714286 10.950000000000001 11.366666666666669 10.950000000000001 1.0000000180025095e-35 9.4142857142857164 7.1833333333333345 7.0500000000000007 0.23611111111111113 2.5000000000000004 1700.0000000000002 2.5000000000000004 7.1055555555555561 1300.0000000000002 1300.0000000000002 1900.0000000000002 6.5000000000000009 8.4722222222222232 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 5 6 7 -4 -8 -6 11 12 -11 14 15 16 19 18 24 20 21 -5 26 -24 -9 -7 28 -28 -22 -30 right_child=1 2 3 13 9 25 8 17 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.0087652097211583044 -0.00023798618593187773 0.00018142916335676885 0.05249253142656353 0.13606225695962146 -0.023167004230633489 -0.040497830356388334 0.016218573056144311 -0.045172807945531822 0.11945761888757117 0.019664333486207265 -0.01258579668483324 -0.052002759064225371 0.16752256740060026 -0.035729292697187463 0.0076775539738378239 -0.046120876501762942 -0.037792716254701583 -0.04250089499981255 0.07467729663624198 0.0070516708371204696 -0.033970210791363246 -0.052245844331864424 -0.0039575128104041247 -0.036045960251051057 0.03903621240030862 0.015849871025458689 0.032174350302687692 -0.011309037901394842 0.082163266329212836 -0.028011883760649298 leaf_weight=149.17470367173479 95.559125387793046 65.591016027632961 0.99724694440374451 0.43687175799278211 14.186014232968093 1.6042775646981229 0.39884874738500264 0.66843208941463694 0.74741855278261937 1.4634895861847765 7.5842693679524018 0.26680234796367575 0.3505415804684161 9.0584529206478788 3.1393688094249219 4.1475732067314359 5.9190077350336869 1.3878128181422651 0.37593892528821005 4.2180916243978563 4.2589403306349158 0.59138435528075206 2.4412910125183753 7.7816467348361584 0.42396294182435668 0.87676962793514679 1.881236422143729 3.8127059034634101 0.64170802524313342 1.6130572302718065 leaf_count=5872 5879 3601 50 32 1218 116 22 44 32 128 706 20 17 878 259 358 565 129 9 257 358 60 167 665 26 61 152 328 40 136 internal_value=-0.000172179 -0.00567178 -0.00920736 -0.0167845 -0.00951108 0.00701462 0.0207109 0.00202258 0.0835351 -0.0146942 -0.00225826 0.0353838 0.0482363 -0.0213477 -0.0181611 -0.0203103 -0.0171239 -0.0155994 0.00982682 -0.0127036 -0.0162558 0.02776 -0.0182735 -0.0283831 -0.0124909 -0.0205853 -0.00980758 0.00305755 -0.0210536 0.00334405 internal_weight=391.598 242.423 146.864 81.2732 31.3318 7.48071 4.99966 3.85339 1.14627 23.8511 9.6651 2.08083 1.81403 49.9413 40.8829 37.7435 33.5959 2.85615 1.46833 27.6769 23.4588 1.02826 22.4306 10.2229 1.0924 2.48105 12.2076 5.69394 6.51371 2.25477 internal_count=22185 16313 10434 6833 2578 489 312 258 54 2089 871 165 145 4255 3377 3118 2760 208 79 2195 1938 92 1846 832 70 177 1014 480 534 176 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=31 num_cat=0 split_feature=2 4 3 8 4 3 1 1 3 0 3 4 0 3 3 3 4 0 3 3 4 1 8 2 3 2 8 3 2 3 split_gain=7.03414 1.66983 3.88786 1.48434 0.983012 1.39838 2.32858 1.53645 2.63338 1.8196 0.95233 1.00839 0.806999 0.715213 0.660417 0.70457 0.699681 1.14468 1.2119 0.66231 0.638151 0.753178 0.899352 0.908486 1.7034 1.24273 1.03425 0.997378 0.723751 1.99838 threshold=0.41428571428571431 16.500000000000004 6.6125000000000007 1450.0000000000002 2.5000000000000004 8.0500000000000025 0.21111111111111114 0.10555555555555557 7.4142857142857155 3.5000000000000004 11.535714285714286 10.500000000000002 2.5000000000000004 6.0500000000000007 7.7750000000000012 6.9500000000000011 5.5000000000000009 4.5000000000000009 7.2111111111111121 7.6125000000000007 2.5000000000000004 0.21111111111111114 1700.0000000000002 0.73214285714285732 2.8944444444444448 0.61250000000000016 2250.0000000000005 4.3166666666666673 0.5634920634920636 4.354166666666667 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 7 9 -9 -4 11 -5 -6 20 15 -14 17 18 -17 -20 21 -2 -23 25 -25 26 28 -27 -24 -30 right_child=13 -3 3 10 12 -7 -8 8 -10 -11 -12 -13 14 -15 -16 16 -18 -19 19 -21 -22 22 23 24 -26 27 -28 -29 29 -31 leaf_value=-0.00082061753888817458 0.014408202249471997 -0.00025624548743031025 0.098012252358700397 -0.021240387449724889 -0.0051861289521128902 -0.03870304913433914 -0.051322412133559703 0.030028772003143557 0.18041566926399125 -0.0070612325757595552 -0.038216074348795939 0.01403787275012551 -0.052169086922492017 -0.009653832222820782 -0.03495344156306579 0.14633833669878532 -0.052122926094656852 -0.035580738727386395 -0.016769767518716099 0.087888404492188529 0.00080192678194668753 0.0003956523741562872 0.016700387257791129 0.016287387911577734 0.085376220740776332 -0.028782816811576812 -0.023463200806122051 0.035330217676246917 -0.030199991768917418 0.15326623110287793 leaf_weight=75.818668189935394 61.017562670293536 96.289374796877581 0.53702685656025639 35.071993109545211 13.429057848010418 1.1210466448210352 0.83370300480521553 0.77713601368370155 0.46543282642960548 1.7702267290515008 8.0017403188437566 2.1497521263809167 0.55052965493814499 5.2563611082109665 5.4349716970718873 0.28468154647816823 0.33499218244105566 0.46637428084432031 0.40305638036807068 0.24188521434552968 19.805328789023648 30.095826534420794 6.7626862079279153 16.727207029518627 0.94241859174985521 3.8133003400512342 1.5571660509139631 0.72135726347761409 0.26182853230307035 0.34268367514891906 leaf_count=4078 2235 5926 23 3020 1229 106 51 41 13 111 819 178 38 326 489 22 24 39 34 23 815 1326 316 542 39 165 76 35 28 18 internal_value=-0.000170126 -0.00537916 -0.00871909 -0.0170511 -0.00769093 0.0111303 0.0238747 0.0415353 0.0863597 0.0173952 -0.022567 -0.0192029 -0.0125904 0.00845768 -0.0254762 -0.00289972 0.0127701 0.0283422 0.0604111 0.0224823 0.00912789 0.0104768 0.00655875 0.0125174 0.0199723 0.00273023 0.0135604 -0.0185839 0.0213859 0.0738027 internal_weight=391.285 243.982 147.692 71.8736 26.6501 5.50457 4.38353 3.54982 1.24257 2.30725 45.2235 37.2217 21.1455 147.304 7.71649 2.28152 1.73099 1.396 0.929623 0.644942 142.047 122.242 61.2245 31.1286 17.6696 13.459 8.92436 4.53466 7.3672 0.604512 internal_count=22185 16264 10338 6260 2243 345 239 188 54 134 4017 3198 1898 5921 669 180 142 118 79 57 5595 4780 2545 1219 581 638 438 200 362 46 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=31 num_cat=0 split_feature=2 4 3 8 3 4 2 0 3 3 3 1 2 0 3 4 4 4 3 8 8 0 1 2 3 4 2 8 3 0 split_gain=6.34098 1.53101 3.60624 1.39427 0.928637 0.932832 0.890251 1.74892 1.66838 2.95138 1.64768 1.71627 1.34793 1.06248 0.873338 0.688932 1.11085 1.36007 1.40229 0.657382 1.01175 0.870459 1.63798 1.14552 1.33964 1.04145 1.18931 1.01454 1.44913 3.29849 threshold=0.41428571428571431 16.500000000000004 6.6125000000000007 1450.0000000000002 11.535714285714286 10.500000000000002 0.15476190476190479 5.5000000000000009 7.1833333333333345 6.9500000000000011 8.0500000000000025 0.10555555555555557 0.2678571428571429 3.5000000000000004 7.1833333333333345 5.5000000000000009 8.5000000000000018 9.5000000000000018 10.950000000000001 1450.0000000000002 1550.0000000000002 1.5000000000000002 0.13392857142857145 0.73214285714285732 3.4142857142857146 2.5000000000000004 0.5634920634920636 1300.0000000000002 4.3166666666666673 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 5 -5 13 8 9 -8 11 14 -13 15 -9 -4 -17 18 -18 21 -21 -2 23 24 -23 27 -27 28 29 -26 right_child=19 -3 3 4 -6 -7 7 10 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00078013446559831363 -0.013167276043508036 -0.00024348778085824189 0.01964909897770456 -0.020584832082393301 -0.037658597359572193 0.013164220164032701 -0.030340660769124006 0.050112650982487787 -0.039394295494153776 0.13849179053115143 -0.052783125560548649 0.16051479726226275 0.050500741457670396 -0.035575438248067782 -0.039341561024660049 -0.027944719147059396 0.01342665965496137 -0.0097806080591378713 0.11390695557041899 0.050099776251102748 0.0094161037193965756 -0.032275370503738632 -0.0039979537316151038 0.044755441303791804 0.033288297060298164 -0.016248008690127977 0.068590418041776666 0.0017217292276669278 0.019255140826334047 0.18352818393700535 leaf_weight=75.766792877649308 7.2651594347033344 96.268421997960473 2.1478361564768518 34.396933460620176 7.7213369273234767 2.1770738048435296 0.65632501588004222 0.65581429900885335 2.2269610112161899 0.42743162326951278 0.40649627248058084 0.50864615722149131 0.61515346749015976 3.9683828589913892 0.4672415867116797 5.6651084911081844 1.3928235695332185 6.8538403623324484 0.46253838436678041 1.5503239844924781 106.96352890554864 1.5407455594395276 18.106478868399904 3.2474480737073455 1.1769033101227231 2.9097209252568068 0.48144692031200964 2.0479825107740908 2.3251438906372641 0.52978172689108749 leaf_count=4078 344 5926 184 3020 819 178 34 33 146 21 53 21 24 362 49 508 121 661 26 63 4091 48 879 99 35 124 17 77 111 33 internal_value=-0.000167544 -0.00514183 -0.00836027 -0.0164779 -0.0219023 -0.0185759 -0.00739535 0.0096059 -0.0146334 0.0362465 0.0398505 0.0566096 0.100295 -0.0123438 0.0128957 -0.00676391 -0.0107106 0.000499768 0.0384762 0.0079845 0.00999735 0.0024731 0.00598392 0.018659 0.010963 0.017997 -0.00420343 0.0303799 0.0449369 0.0799251 internal_weight=390.93 242.785 146.517 70.7499 44.2953 36.574 26.4546 5.96407 3.31072 1.08376 2.65335 2.24686 1.1238 20.4905 1.12306 16.5221 14.3743 8.7092 1.85536 148.145 108.514 39.6308 32.3657 14.2592 11.0117 9.47098 3.39117 6.07981 4.03183 1.70669 internal_count=22185 16264 10338 6260 4017 3198 2243 381 201 55 180 127 45 1862 82 1500 1316 808 147 5921 4154 1767 1423 544 445 397 141 256 179 68 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=0 split_feature=3 4 3 8 3 1 3 4 0 1 1 0 4 8 8 4 8 2 8 3 3 8 8 3 8 4 0 3 8 8 split_gain=5.7919 1.47397 3.32579 0.940894 1.03338 0.871107 1.01103 0.79967 0.940015 0.924757 1.56623 1.03728 0.721925 0.940816 0.833181 0.737111 0.712921 0.731722 1.36529 0.668743 0.691965 0.672344 0.645629 0.627303 0.624367 0.520116 2.51426 0.912839 0.715931 1.01501 threshold=4.6833333333333345 16.500000000000004 6.4142857142857155 1550.0000000000002 11.366666666666669 1.0000000180025095e-35 9.5277777777777803 2.5000000000000004 1.5000000000000002 0.18333333333333338 0.10555555555555557 3.5000000000000004 3.5000000000000004 2450.0000000000005 1700.0000000000002 10.500000000000002 2100.0000000000005 0.15476190476190479 1700.0000000000002 7.1833333333333345 7.0500000000000007 1300.0000000000002 1300.0000000000002 6.6125000000000007 1700.0000000000002 9.5000000000000018 1.5000000000000002 9.5277777777777803 2450.0000000000005 2350.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 7 5 12 -7 9 -9 10 11 -4 13 16 15 -14 17 18 -5 20 21 -13 -11 -16 -3 27 -27 28 29 -25 right_child=1 24 3 4 -6 6 -8 8 -10 22 -12 19 14 -15 23 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31 leaf_value=0.0074809406229260416 2.3129564954789708e-05 -0.0039493635467303832 0.043009568714039631 0.11189541072361936 -0.036311878665621897 -0.045051400961778024 0.064872413481422364 0.00061788740471161862 -0.020663688833270515 -0.039712890256628379 0.065134440278967184 -0.044897318585655127 -0.035887959705966817 0.084468854229591439 0.026846723921815738 0.029902371672801464 -0.046833279680162404 -0.0029677775499630131 -0.051942368419208268 -0.04136453247270986 0.064028356992168772 0.0349063892909664 0.013758764276574889 -0.012564502059614924 0.0041305441012758843 -0.012001303655686102 0.12917679810655813 -0.044359974640931464 -0.046986964800961872 0.045090916698556235 leaf_weight=151.5594480086493 65.747455861180057 51.959384906688619 1.087213367456566 0.37903651343731937 7.8228086867003972 3.6816345002525703 0.22178094533137471 8.043721322641888 14.619455880958865 1.519653678632267 1.2980819834103838 0.65253115799168904 6.9023193033539156 0.32184327748836938 0.9761608928455513 0.4537307615391909 0.81355144083499897 4.8026799535118698 0.19134800888423342 1.267519279161206 0.40267399177173491 0.44317966325434099 0.89816169402695312 12.44633538392134 44.289131412317325 2.5799281124145632 0.35928494238760311 2.6731882654722758 1.3706002346934827 0.81323969005461627 leaf_count=5872 3601 3184 50 32 852 342 17 789 1279 116 54 44 583 24 75 36 59 316 25 129 9 26 61 1142 2742 244 34 263 109 76 internal_value=-0.000165472 -0.0050136 -0.00823712 -0.0152864 -0.0197271 -0.0163993 -0.0388058 -0.00841085 -0.0131103 0.00566035 0.0176339 0.00163133 -0.0139063 0.00112232 -0.0173293 -0.0318299 -0.00321358 0.00339101 0.0569324 -0.0146335 0.0079789 -0.0126193 -0.0198494 -0.0123023 -0.000231362 -0.0141902 0.00525609 -0.0174934 -0.0125844 -0.00902836 internal_weight=390.597 239.038 142.789 77.0417 46.8095 38.9867 3.90342 30.2322 22.6632 7.56901 5.1512 3.85312 35.0832 6.50846 28.5748 7.35605 6.18662 5.37306 0.570385 2.7659 1.49838 1.09571 2.41782 21.2187 96.2485 20.2426 2.93921 17.3034 14.6302 13.2596 internal_count=22185 16313 10387 6786 4229 3377 359 2557 2068 489 312 258 3018 456 2562 619 432 373 57 208 79 70 177 1943 5926 1868 278 1590 1327 1218 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=0 split_feature=2 0 3 2 8 4 4 2 0 8 3 3 4 0 3 4 4 0 3 0 8 8 3 0 3 3 4 3 4 4 split_gain=5.26212 1.30971 3.00757 1.031 0.749796 0.851469 1.88708 1.13304 1.10346 0.941643 0.698424 1.20894 1.95679 1.00616 0.788762 0.691591 1.62045 0.961479 1.68238 0.742611 0.662247 0.631405 0.626969 0.619808 2.11168 1.33341 0.674009 0.6098 1.28287 0.770377 threshold=0.41428571428571431 1.0000000180025095e-35 6.4142857142857155 0.31666666666666671 1450.0000000000002 1.5000000000000002 2.5000000000000004 0.18333333333333338 4.5000000000000009 1700.0000000000002 8.6833333333333353 8.4722222222222232 4.5000000000000009 2.5000000000000004 15.750000000000002 11.500000000000002 9.5000000000000018 1.5000000000000002 11.225000000000001 1.5000000000000002 2100.0000000000005 1900.0000000000002 12.267857142857144 9.5000000000000018 3.3541666666666674 3.183333333333334 2.5000000000000004 6.7750000000000012 5.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 -6 7 -7 -9 -8 11 27 -13 -14 15 16 19 -18 -19 -12 -5 -16 -20 26 25 -25 -2 28 29 -11 right_child=23 2 3 20 5 6 9 8 -10 10 14 12 13 -15 21 -17 17 18 22 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00019030562769878237 0.0095093470372824129 -0.00053861222996430492 -0.0097202858085956023 0.011271082612719509 -0.051764380301611207 0.093856097505011379 -0.034018905272161351 0.064577348392202638 -0.032751965931778787 0.023103469211689626 -0.00036854547801389221 0.13956059603885682 0.044324454557896423 -0.051748919945252193 0.087314297854361289 -0.0454264158467034 -0.011529719790343273 0.13567163385627834 -0.029716506343077865 -0.040815347522597106 -0.051217898351774739 -0.01120571884602246 0.051093305994893257 0.0065857029375499358 -0.017616405416669156 0.08995233803036129 -0.00010602876923481298 -0.018544190484734338 0.1025335659500783 -0.052581700917964526 leaf_weight=95.480607446311666 118.71371892670859 72.661430678836339 24.775848907111637 4.9954358681775224 2.093020799109687 0.51811776349496241 10.627184750019525 0.48056004731915869 0.73908583419142815 0.8441898381570343 1.389100977252381 0.34316496411338349 0.63315890263766028 0.47846070289574527 0.277133031748236 3.4854315390169299 2.5519089906501908 0.34638983261538647 0.5246583639527671 6.1998521992603592 0.46331075544003386 0.39361131054465659 0.44243589379402692 1.1806276156185029 7.359512671498635 0.80784197095181287 21.530675309328728 9.0803378088292117 0.3299441815912586 0.55875628287321888 leaf_count=5879 4293 3828 2211 281 234 39 968 33 73 62 140 26 47 50 26 437 244 31 51 598 29 37 43 103 571 42 912 831 24 42 internal_value=-0.000162252 -0.00473896 -0.00772939 -0.0149291 -0.0166288 -0.0206717 -0.0190546 0.0319119 0.00559735 -0.0213547 -0.0165272 -0.0076 0.0351921 0.00297278 -0.023543 -0.0259244 -0.0199901 0.0063608 0.0411195 -0.0334119 0.00596733 0.0295 0.00725317 0.00720225 -0.00526377 0.0404545 0.00803317 -0.0133571 0.013823 -0.00703993 internal_weight=390.306 240.713 145.233 72.5711 67.1124 42.3365 40.2435 1.73776 1.21965 38.5057 27.8785 12.268 1.45478 1.11162 15.6105 14.9398 11.4543 3.86539 1.31348 7.58895 5.45875 0.670744 0.967094 149.592 9.34798 1.98847 140.244 10.8132 1.73289 1.40295 internal_count=22185 16264 10385 6557 6247 4036 3802 145 106 3657 2689 1082 123 97 1607 1544 1107 369 125 738 310 63 94 5921 716 145 5205 959 128 104 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 4 1 2 0 4 1 8 8 3 3 3 8 4 8 3 4 3 4 8 8 0 8 8 4 3 split_gain=4.77004 1.04029 3.19219 0.77534 1.11234 1.40497 0.924312 1.30547 1.19684 1.25493 1.0671 0.864692 0.859419 0.798503 0.730285 1.09606 0.870014 2.92896 1.25738 0.710567 1.62451 1.32291 1.15218 1.0917 0.873407 0.837506 0.833202 0.766669 1.08349 0.693109 threshold=4.4722222222222232 1.0000000180025095e-35 6.4142857142857155 9.4142857142857164 0.23611111111111113 8.5000000000000018 0.18333333333333338 0.21111111111111114 2.5000000000000004 5.5000000000000009 0.10555555555555557 1300.0000000000002 1300.0000000000002 9.1125000000000025 11.535714285714286 10.950000000000001 1300.0000000000002 9.5000000000000018 1900.0000000000002 8.4722222222222232 7.5000000000000009 8.9500000000000011 6.5000000000000009 1900.0000000000002 1700.0000000000002 1.5000000000000002 1550.0000000000002 1300.0000000000002 5.5000000000000009 7.354166666666667 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 6 5 -5 7 8 19 13 12 -12 -9 29 15 -7 17 -17 -18 23 21 22 -21 27 -23 26 -22 28 -4 -10 right_child=1 2 3 4 -6 14 -8 10 9 -11 11 -13 -14 -15 -16 16 18 -19 -20 20 25 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0072485881470158268 -0.00018082076703815542 0.000197679741087371 0.070121485600980402 -0.041297916737765977 0.072267489166034246 -0.023587180923090641 -0.032586604624256166 -0.024289069425056133 -0.0046532860576131907 -0.046927677616847366 0.10303551701950174 0.017037197835844294 0.012073699650936848 0.038621187266591028 -0.023172927232111833 0.17371436292271292 -0.026630902858527001 -0.0011098166690770321 0.035580510674490369 0.050226970570455859 0.041632538167376464 0.045454297149754339 0.16269693081322595 0.011734006662930341 -0.052452773324875114 -0.052110452205615665 -0.014704256652657939 -0.03186273907112766 -0.014757414126567862 -0.027758730644251439 leaf_weight=139.54696025455243 95.465180703870232 79.272825192521495 0.47371697123162659 6.970303822109492 0.31699384396506403 3.8026023430870755 4.2550513577171634 2.2547910141984158 5.8773149494805921 3.8673005074567746 0.49542690973612369 0.71289069475410827 5.8167873268384938 0.6681423562531571 11.953845638063795 0.33945794031023957 1.9026541313287455 0.8142655634383118 1.4171777784358708 0.7023107500081085 0.99629810052965773 0.54845804441720236 0.33696770248934627 3.7156259629263531 0.38959391135722399 0.84088421351407294 1.9232057571207404 5.2714713007519549 1.8223396373214198 7.2489514171347764 leaf_count=5312 5879 4161 39 744 16 395 331 146 451 367 18 39 380 64 1280 13 163 76 115 54 86 39 22 329 30 76 185 491 174 710 internal_value=-0.000159531 -0.00428685 -0.00681564 -0.0141566 -0.0208534 -0.0219386 -0.0103348 -0.00818107 -0.0126379 -0.0217561 0.00847591 0.0522977 0.00191578 -0.0146991 -0.0152683 -0.0038512 0.0129247 0.0503284 -7.3946e-05 -0.00317647 0.0111496 0.0478388 0.0866934 -0.0104616 0.00479131 -0.00814271 0.00452101 -0.0213595 0.0027546 -0.0174132 internal_weight=390.02 250.473 155.008 75.7348 27.5173 27.2003 48.2175 43.9625 34.6826 17.6617 9.2799 1.20832 8.07158 13.7944 20.23 8.27616 4.47356 1.15372 3.31983 17.0209 5.73772 1.97733 1.03928 11.2832 0.938052 3.76039 2.9195 7.56753 2.29606 13.1263 internal_count=22185 16873 10994 6833 2802 2786 4031 3700 3117 1592 583 57 526 1225 2042 762 367 89 278 1525 492 145 76 1033 69 347 271 704 213 1161 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=31 num_cat=0 split_feature=2 0 4 8 0 3 3 8 2 0 3 3 0 0 3 3 8 3 8 3 3 3 3 0 8 3 3 2 1 4 split_gain=4.3623 1.19272 2.76793 1.25571 1.24681 1.10545 1.20945 1.07832 1.34842 1.01913 1.35612 1.32835 0.965539 0.89591 1.94261 1.37085 0.904266 0.888214 1.07999 1.64539 1.23833 0.970474 0.959943 0.841962 1.15759 0.850891 1.58746 0.838105 0.805083 1.37233 threshold=0.41428571428571431 1.5000000000000002 4.5000000000000009 1450.0000000000002 2.5000000000000004 8.0500000000000025 9.2750000000000021 2550.0000000000005 0.2678571428571429 3.5000000000000004 8.3166666666666682 8.9500000000000011 4.5000000000000009 6.5000000000000009 5.354166666666667 5.2678571428571432 2100.0000000000005 6.3166666666666673 1900.0000000000002 4.4722222222222232 3.9500000000000006 5.9500000000000011 5.3166666666666673 7.5000000000000009 2350.0000000000005 4.4722222222222232 4.1833333333333345 0.31666666666666671 0.18333333333333338 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -4 28 -7 9 -9 10 17 -12 -8 16 15 23 -11 18 20 -20 -5 22 -21 -15 25 26 -25 -13 29 -3 right_child=-2 2 4 7 -6 6 12 8 -10 13 11 27 -14 14 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0012966419853521743 0.0064972157173289859 0.029456586751737068 -0.0116806323896888 0.055945060980609022 -0.031745615891693064 -0.047950414674530928 0.077928204006549887 0.080591623894059744 -0.0051441025426737577 -0.016988310064346375 0.11906408174376988 -0.051761303258780547 -0.051884329545119338 0.06165416721666437 -0.021178749289400563 0.11825516191895423 -0.04747898481733407 -0.028407073413261888 -0.030664599867727172 0.049204281737719249 -0.015911287124025449 0.082686071581395126 -0.0075848016891695265 -0.042979485237654942 0.090654772267303979 -0.025726727998772559 0.085060683521466188 0.053356594548087312 -0.0061747682784112669 8.8530715370678813e-05 leaf_weight=136.2636348281145 150.92153657544418 8.430252385690336 16.925349080744756 0.65606614256012274 14.269475316438728 1.7234537864605948 0.41294666953035619 0.76256958965473032 1.150544305263338 14.651952644760021 0.4521781900548365 0.31428219126246404 0.21932351230134373 0.74843896740321536 6.5120764885564313 0.33985305971970081 2.915519018272561 2.921246308879403 1.2154217923341546 1.5857193021638529 6.9636910507365428 0.86532173950624258 1.4021303489371346 0.41945239430060688 0.33812934063860201 1.999794034920569 0.57244721119559472 0.47804757009726018 5.7834958896555966 7.5317414387317632 leaf_count=9135 5921 461 1459 31 1326 167 35 48 57 845 30 32 41 24 688 32 143 202 59 74 288 40 62 34 18 177 36 25 286 409 internal_value=-0.000157062 -0.00436213 -0.00843498 -0.00300433 -0.020859 0.00628358 -0.0262508 -0.0077404 0.0290303 -0.00929153 0.000454771 0.0506847 0.0328985 -0.0150557 -0.00381641 0.0217748 -0.0220486 -0.00354992 0.00217296 0.0200586 -0.00972441 0.0360584 0.0225544 0.0137348 0.00296406 -0.00694699 0.0309153 0.011661 0.00980808 0.0155991 internal_weight=389.746 238.825 102.561 71.3661 31.1948 24.1012 2.35572 47.2649 1.91311 45.3518 16.8541 1.24451 0.63227 28.4977 10.9302 4.41812 17.5675 15.6096 12.6884 5.06859 7.61976 3.85317 2.98785 4.07826 3.32982 2.99169 0.9919 0.79233 21.7455 15.962 internal_count=22185 16264 7129 4344 2785 1399 243 2945 105 2840 843 87 76 1997 1009 321 988 756 554 235 319 176 136 289 265 247 70 57 1156 870 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=0 split_feature=3 4 3 0 4 4 3 1 4 8 4 3 4 4 3 8 0 8 8 4 8 0 8 0 4 8 4 3 8 2 split_gain=3.94948 0.911072 2.8359 0.620913 0.842014 0.940645 0.833511 2.15171 0.971658 0.997914 0.936481 1.07295 0.701695 0.754043 0.681392 0.970943 0.877178 0.833094 1.42598 0.719256 1.03427 1.00891 0.73116 0.703977 0.948635 1.3235 0.637098 1.50072 0.619762 0.8177 threshold=4.4722222222222232 16.500000000000004 7.354166666666667 3.5000000000000004 9.5000000000000018 5.5000000000000009 9.4142857142857164 0.31666666666666671 8.5000000000000018 1450.0000000000002 9.5000000000000018 10.950000000000001 11.500000000000002 9.5000000000000018 8.3166666666666682 1900.0000000000002 2.5000000000000004 2450.0000000000005 2350.0000000000005 7.5000000000000009 2100.0000000000005 1.5000000000000002 1550.0000000000002 2.5000000000000004 4.5000000000000009 1550.0000000000002 6.5000000000000009 8.9500000000000011 2250.0000000000005 0.35416666666666669 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 28 6 5 -5 14 8 -8 10 11 -10 13 -11 15 -4 17 18 -17 20 23 22 -21 26 25 -25 -16 -28 -2 -30 right_child=1 -3 3 4 -6 -7 7 -9 9 12 -12 -13 -14 -15 19 16 -18 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.0065362076471290782 -0.00023742227446968078 -0.00012942758659044643 -0.027379127281967865 -0.019541633329761755 0.062516479021634638 -0.051554309406854563 -0.042041790275877768 0.14455268222160683 -0.019653262041265482 -0.051612430337996264 -0.0076633508288475915 0.09250886937924066 -0.038793341579266297 -0.0052532464264565216 0.026591030944690092 0.021025409170675066 -0.051935125385382509 -0.052203617431109156 0.15862878341937328 0.038171060808987863 -0.050872852166099852 -0.051867950976711166 -0.014116426510384836 -0.019692202043521012 -0.023836896257935357 0.092747903656972414 0.15801485233177257 0.013019025869986378 -0.0025856398349902339 -0.037051900401025885 leaf_weight=140.81516229486806 91.983793111291533 96.07994526667801 5.222308044982813 10.177009279616295 0.2695292454336603 2.9626958590693002 4.1617959843011993 0.19988275086507101 0.35807781002950179 1.0646110913467035 6.5430079009984183 0.52706611016765237 4.9586434145269322 4.9808216449154088 1.7259769655684052 1.4944470671926815 0.45559727060026478 0.29821884911507357 0.21541484352201212 1.0330401225828612 0.5070436352980322 1.0981297800362879 1.8950922478034042 0.4927078150212767 1.3011920924506055 0.55821917221328476 0.34366515185683955 0.37121581519022584 4.6716001792903503 2.724461934080864 leaf_count=5312 5318 5926 484 998 21 301 458 7 33 104 661 26 635 488 114 138 49 26 18 86 42 107 185 40 136 36 19 29 258 130 internal_value=-0.000154673 -0.00394346 -0.00634492 -0.0156598 -0.0249653 -0.0267597 -0.0125251 -0.0187757 -0.0202206 -0.0152936 -0.00113359 0.0471346 -0.0248522 -0.0134172 -0.0041502 -0.015173 0.0107006 0.0249115 0.0383612 0.00493392 0.0170363 -0.0109972 0.00433051 0.0242203 0.00469992 0.0400324 0.043031 0.082723 -0.00135706 -0.0152819 internal_weight=389.49 248.675 152.595 53.2154 13.4092 13.1397 39.8062 22.7939 22.594 18.4322 7.42815 0.885144 11.0041 6.04543 17.0123 7.68599 2.46368 2.00808 1.70986 9.32628 5.30002 4.02626 2.92813 4.79298 2.35212 1.05093 2.44086 0.714881 99.3799 7.39606 internal_count=22185 16873 10947 5241 1320 1299 3921 2412 2405 1947 720 59 1227 592 1509 715 231 182 156 794 416 378 271 374 212 76 162 48 5706 388 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=31 num_cat=0 split_feature=2 0 4 8 0 8 2 3 3 0 3 3 3 2 0 3 3 8 3 8 3 3 0 3 3 4 3 3 8 3 split_gain=3.63869 1.03934 2.43258 1.15989 1.15603 0.987347 1.10891 0.980564 1.14221 0.902279 1.02853 0.997014 0.886911 0.976362 0.835677 1.73397 1.23621 0.881896 0.807847 0.963558 1.468 1.07804 0.784485 0.774312 0.82022 0.769391 0.740086 0.932907 1.03363 0.727195 threshold=0.41428571428571431 1.5000000000000002 4.5000000000000009 1450.0000000000002 2.5000000000000004 2550.0000000000005 0.2678571428571429 8.0500000000000025 9.2750000000000021 3.5000000000000004 8.3166666666666682 8.9500000000000011 10.366666666666669 1.0000000180025095e-35 6.5000000000000009 5.3166666666666673 5.2678571428571432 2100.0000000000005 6.3166666666666673 1900.0000000000002 4.4722222222222232 3.9500000000000006 4.5000000000000009 5.9500000000000011 5.3166666666666673 5.5000000000000009 9.3541666666666696 10.366666666666669 1700.0000000000002 5.2678571428571432 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 7 -4 9 -7 -3 -9 10 18 -12 13 -10 17 16 -16 22 19 21 -21 -5 -11 24 -22 26 -6 28 -28 -8 right_child=-2 2 4 5 25 6 29 8 12 14 11 -13 -14 -15 15 -17 -18 -19 -20 20 23 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0011674843186819074 0.0058838987041514605 0.0093383291372427044 -0.010916658413572568 0.050227657390938145 -0.022451331495603639 0.072062705254611989 0.049830795865340491 -0.047562757413383172 0.15611914374907826 -0.0023289986884593105 0.096435222417669775 0.00815108572620654 -0.05213784507049829 0.0047936790961088539 0.012837927070105974 -0.02023001481407069 0.11203962426277743 -0.047036939527601289 -0.027563827286399296 -0.030057587204737748 0.044875931140455065 -0.015375437136929163 -0.02604648625441246 0.073234948093945706 -0.0072270353989047327 -0.040552903265334075 -0.0037281192277428816 -0.051403675465696103 0.16336916675781732 -0.033935785775986646 leaf_weight=135.93316984813185 152.12127892451912 21.880684045277842 16.615970812034295 0.68892396182798332 5.0093562137703866 0.81228733160298716 0.39985278795620594 1.6234179239181679 0.19259253452764813 5.9237164809878839 0.51907914114417397 0.83299789576267358 0.21401522060477873 0.23870873674968607 4.1126809214089217 6.3907703627254193 0.34001111770953674 2.7825298269436862 2.8337249316269881 1.1916620137556035 1.6507845600590378 6.8803318924513164 8.4739201056536313 0.92677764813613794 1.392513060591227 7.9772469667730093 0.17570943335886102 0.19228985553911571 0.19554219953715801 0.73596710588026326 leaf_count=9135 5921 1156 1459 31 435 48 19 167 20 351 30 57 25 31 289 691 29 143 202 59 74 288 494 40 62 817 26 29 19 38 internal_value=-0.000151812 -0.00402366 -0.00785996 -0.00280848 -0.0197557 -0.00739363 0.0274548 0.00609407 -0.025195 -0.00890427 0.000214269 0.0420445 0.0310753 0.0723663 -0.0144088 -0.0035406 0.020413 -0.0212684 -0.00341944 0.00195473 0.0186121 -0.0094045 -0.0162882 0.0332208 0.0210353 -0.0305946 -0.0163399 0.0379849 0.0842838 -0.00444669 internal_weight=389.259 237.137 101.204 71.0379 30.1661 46.8885 1.94811 24.1494 2.26873 44.9404 16.9168 1.35208 0.645316 0.431301 28.0236 10.8435 4.45269 17.1802 15.5647 12.731 5.16174 7.56926 14.3976 3.97008 3.0433 13.5501 5.5729 0.563541 0.371252 1.13582 internal_count=22185 16264 7129 4344 2785 2945 105 1399 243 2840 843 87 76 51 1997 1009 318 988 756 554 235 319 845 176 136 1326 509 74 45 57 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=0 split_feature=3 4 2 8 4 4 3 4 4 4 1 1 0 8 0 3 4 2 2 3 8 3 0 8 3 3 8 1 1 8 split_gain=3.33528 2.60895 0.814204 0.770362 0.969295 0.846487 0.830955 0.57623 0.794356 0.947319 0.740616 1.1933 0.872784 0.6557 0.627747 0.612172 0.575513 1.73682 0.901498 0.862479 0.835464 0.767715 0.668221 0.575201 0.573981 0.581475 0.596363 0.543471 0.932355 0.851867 threshold=6.4142857142857155 16.500000000000004 0.41428571428571431 1550.0000000000002 11.500000000000002 1.5000000000000002 9.6333333333333346 2.5000000000000004 8.5000000000000018 9.5000000000000018 0.18333333333333338 0.10555555555555557 3.5000000000000004 1300.0000000000002 1.5000000000000002 10.050000000000002 2.5000000000000004 0.18333333333333338 0.31666666666666671 7.9500000000000011 1700.0000000000002 8.5277777777777803 6.5000000000000009 1900.0000000000002 7.1833333333333345 7.0500000000000007 1300.0000000000002 0.15476190476190479 0.13392857142857145 2350.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 27 7 5 6 -5 10 15 -10 11 12 -2 -12 -11 -9 17 -7 20 -19 -18 -21 -22 -3 25 26 -14 28 -1 -29 right_child=1 23 -4 4 -6 16 -8 8 9 14 13 -13 24 -15 -16 -17 18 19 -20 21 22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.00086548321905245088 0.038356009014858576 -0.0023347209024991941 0.0060049942602892281 -0.044024530232893606 -0.038183058590450347 0.091416442530696862 0.050610155923456517 -0.014860129003805867 0.029120280557847839 0.00086184573628523035 -0.038805821271268165 0.055789411882123913 -0.044541828413374417 0.016261790365312081 -0.033510838120583294 -0.050764645867515036 -0.030284521292759489 -0.026253926662460778 0.020573589263162953 0.084724642600024713 -0.0092048338946706526 -0.017415103482002262 -0.05100626810430238 0.0065355368514836342 -0.040289920215400322 0.056051802348030366 0.029888967163482917 -0.013074594007212007 0.052071458049767573 0.031376533261683839 leaf_weight=57.631189611769997 1.1368268955848351 71.411425712118813 148.60390941603936 3.3246246142825835 4.7536699650072469 0.52636460575013133 0.24936001283640497 11.061444543728387 2.22502446808471 4.8523922860676976 1.4339235969783888 1.3844116956006329 0.63224096170233701 0.86767210038362907 1.828971535869641 1.3299097540912033 7.5899361903517599 1.8677566880369343 1.7901574393290491 0.39810837364348106 21.309707395015664 0.34202713239938021 1.0009504388563062 24.562492641722514 1.1667208803573883 0.42403533591277653 0.46857206555068842 12.778091565735933 0.90288221364858046 1.1771077015102935 leaf_count=3019 50 4405 5645 344 631 38 15 1064 165 509 116 54 44 61 176 154 723 136 104 25 2071 24 118 1521 129 9 26 709 41 59 internal_value=-0.000149084 -0.00546105 0.0038858 -0.0126579 -0.016885 -0.0142484 -0.0374218 -0.00632692 -0.010527 0.000862862 0.00557726 0.0160076 0.00162182 -0.018046 -0.00854741 -0.0187136 -0.0118702 0.00856841 -0.0138916 -0.00815325 -0.015955 0.0375244 -0.0110802 -6.45662e-05 -0.0138934 0.00630352 -0.0128596 -0.000458572 0.00165533 -0.00932518 internal_weight=389.032 167.939 221.093 71.9648 43.1527 38.399 3.57398 28.8121 21.2977 8.90639 7.5144 5.21281 3.8284 2.3016 6.68136 12.3914 34.825 3.13426 31.6908 2.60789 29.9006 0.740136 22.3107 95.9739 2.69157 1.52485 1.10081 72.4893 58.5341 13.9552 internal_count=22185 12712 9473 6786 4229 3598 359 2557 2068 850 489 312 258 177 685 1218 3239 223 3016 185 2912 49 2189 5926 208 79 70 3828 3060 768 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=31 num_cat=0 split_feature=3 4 2 8 4 1 3 3 8 2 4 0 8 0 3 3 3 3 3 8 0 0 3 3 3 2 2 8 4 2 split_gain=3.02092 2.40295 0.730118 0.717507 0.935473 0.811137 0.772723 0.528896 2.15507 1.59962 1.57518 1.15972 1.04199 1.19808 1.28074 0.937404 0.928967 0.882947 1.56131 2.63829 0.808248 0.793181 0.724055 0.683434 0.647014 0.57836 0.568608 0.52645 0.525232 1.44418 threshold=6.4142857142857155 16.500000000000004 0.41428571428571431 1550.0000000000002 11.500000000000002 1.0000000180025095e-35 9.6333333333333346 6.2111111111111121 1300.0000000000002 0.2678571428571429 2.5000000000000004 3.5000000000000004 2450.0000000000005 6.5000000000000009 5.3166666666666673 5.2678571428571432 6.1055555555555561 4.7888888888888896 4.5857142857142863 1700.0000000000002 4.5000000000000009 7.5000000000000009 5.354166666666667 5.0500000000000007 4.1833333333333345 0.38750000000000007 0.31666666666666671 1700.0000000000002 2.5000000000000004 0.18333333333333338 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 -2 5 28 -7 11 20 10 -10 -1 13 17 15 21 25 18 26 -20 -9 -15 -14 24 -23 -16 -13 -3 29 -5 right_child=1 27 -4 4 -6 6 -8 8 9 -11 -12 12 22 14 16 -17 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0035527200490742903 -0.00606933238786409 -0.0035002424192787755 0.0056798938601643444 0.080113192320087734 -0.037643275845676026 -0.043580192864097381 0.046033336826092737 0.023359315470913647 0.067598853958226846 -0.047981633200477644 -0.01512592386777367 -0.0025126195300879057 -0.0031751043681668223 0.055841939931842569 -0.040076981047339998 0.092208082109394407 0.04364468206444725 -0.029294604697518534 0.09075729410574572 -0.047810530576398613 0.10764377281012359 -0.043310027090694619 0.070393434136654345 -0.041367044531373909 0.022558667399031077 0.0064673852397889005 -0.041778006699945441 0.003926664091048364 -0.013376906350491522 -0.0078372679046239749 leaf_weight=41.901680408172382 28.612538530208113 51.53587371757061 149.23734961119362 0.56938461483514347 4.5850434723629681 3.1939167714091066 0.26014987395774358 0.47281127795576938 1.0260970952472241 1.300367936393229 1.3102034195944723 1.9277177614870942 0.67965651264898841 0.86372089330416013 2.5967947467313484 0.40280110775125866 0.51783582059761091 10.212146624221786 0.92978010201642269 0.54477868006529206 0.71393997532504727 0.43561786942973491 0.65846675056707227 0.71275828712248301 2.5860338016370861 0.89831148368762104 1.7672712141144586 44.432299479942927 31.285361442657972 2.5894216331753341 leaf_count=2007 2557 3184 5645 38 631 344 15 20 47 73 75 83 26 27 255 39 47 506 30 30 30 41 34 73 214 79 92 2742 3016 185 internal_value=-0.000145621 -0.00522296 0.00368052 -0.0121899 -0.0163121 -0.0137314 -0.0368308 -0.000437426 0.0155589 -0.00353313 0.0212066 -0.0015782 -0.00993279 -0.0122892 0.00218533 0.0190683 -0.0188543 -0.0207714 -0.00393429 0.0395631 0.0740642 0.0126612 0.0330267 0.00267409 0.0130627 -0.0281142 -0.0212928 -6.16594e-05 -0.011415 0.00801608 internal_weight=388.76 167.064 221.696 71.0958 42.4833 37.8982 3.45407 72.4588 4.82342 3.63667 2.3363 67.6354 25.7337 24.3956 9.01387 5.00093 4.01294 15.3817 5.16955 1.47456 1.18675 4.59813 1.33812 3.73441 3.02165 3.49511 3.69499 95.9682 34.4442 3.15881 internal_count=22185 12712 9473 6786 4229 3598 359 3828 245 195 122 3583 1576 1516 775 394 381 741 235 60 50 355 60 328 255 334 175 5926 3239 223 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=31 num_cat=0 split_feature=3 0 3 8 2 0 0 0 1 8 2 3 1 3 1 1 0 4 4 3 1 4 8 4 3 3 8 0 8 8 split_gain=2.75132 0.684035 2.12191 0.608119 0.778903 1.35359 0.759764 1.05917 1.67733 2.08318 0.986064 0.963196 0.883216 1.02838 0.820942 1.31306 0.595479 0.828174 0.935299 0.700457 1.64072 1.00673 0.707816 0.80935 0.87652 0.614992 0.919533 0.812018 0.755948 1.06186 threshold=4.4722222222222232 1.0000000180025095e-35 7.354166666666667 2250.0000000000005 0.35416666666666669 8.5000000000000018 9.5000000000000018 6.5000000000000009 0.10555555555555557 1700.0000000000002 0.43650793650793657 5.2111111111111121 1.0000000180025095e-35 7.0500000000000007 0.31666666666666671 0.23611111111111113 3.5000000000000004 9.5000000000000018 5.5000000000000009 9.4142857142857164 0.31666666666666671 8.5000000000000018 1450.0000000000002 9.5000000000000018 10.950000000000001 8.3166666666666682 1900.0000000000002 2.5000000000000004 2450.0000000000005 2350.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 6 5 -5 7 -3 9 -9 -10 -11 13 -8 15 -12 19 18 -18 25 21 -21 23 24 -23 26 -4 28 29 -28 right_child=1 2 16 4 -6 -7 12 8 10 11 14 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0053727128896070703 -3.7012648154346361e-05 -0.00020390432368042901 -0.025936025614189642 -0.0115201798983242 -0.036568487691963511 0.079467251162021163 0.0031547880180874443 0.11580463673893465 -0.015170529724277912 0.065023325106896609 0.01414233818584526 -0.026186410331714267 -0.020551009743648773 0.11219318617973394 -0.032976152059276717 0.10558237190956726 -0.017823116076258971 0.064206415025765642 -0.051383533779100043 -0.041092112097962277 0.11584827892293154 -0.019247578557145539 -0.021271408398840248 -0.0073430564930970152 0.080929569540747912 0.0058025814404014065 0.021230902177456133 -0.051803308422095212 -0.052026221272168986 0.13384508408762402 leaf_weight=142.9186430282173 95.229718789727485 74.280213003215209 4.9536599618593327 4.2207301508161086 2.6681216640294565 0.45258821977199648 1.9275665291415855 0.8877888064478151 2.8127117582100993 0.5202761306427417 1.1817328228240742 0.65240793797147489 8.0427820077743188 0.24356195056407148 0.42351045452869573 0.58792300470213366 9.6746998801321471 0.26564112797132189 2.6432363093254034 3.8333782801972864 0.2320578709768587 0.35389525134815158 10.599786615283078 6.7263532936203774 0.57012929767370224 9.1806704313780738 1.4900260648045396 0.41771071281982575 0.27610875759273756 0.2435385682620107 leaf_count=5312 5879 3877 484 227 130 31 199 43 206 15 68 47 774 20 35 34 998 21 301 458 7 33 1253 682 26 794 138 49 26 18 internal_value=-0.000143007 -0.00335279 -0.00545278 -0.00116829 -0.0150143 -0.00270849 -5.81001e-05 0.00155582 0.0200537 0.0580235 0.00442494 0.0142799 -0.0129118 0.015387 0.0295559 0.044521 -0.0136871 -0.023141 -0.0250247 -0.0106271 -0.0164089 -0.0177987 -0.0129059 -0.0013154 0.0425624 -0.00283662 -0.0135822 0.0116287 0.0248131 0.0370514 internal_weight=388.511 245.593 150.363 98.9019 7.34144 4.67332 91.5605 81.3466 7.06635 2.06047 5.00588 1.17268 10.2139 2.17113 2.19317 1.76966 51.4609 12.5836 12.3179 38.8773 22.3156 22.0835 18.2502 7.65038 0.924025 16.5617 7.38104 2.42738 2.00967 1.73356 internal_count=22185 16873 10994 5706 388 258 5318 4325 448 105 343 62 993 219 137 102 5288 1320 1299 3968 2459 2452 1994 741 59 1509 715 231 182 156 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=31 num_cat=0 split_feature=3 4 3 3 8 0 8 1 3 3 1 2 0 4 1 8 3 3 4 4 0 3 1 3 3 4 8 3 8 8 split_gain=2.51291 2.06107 0.673797 0.630753 0.595811 0.92605 0.782449 0.537483 0.528781 1.05495 0.857698 0.97543 0.9423 1.1821 0.880422 0.798421 0.776072 0.741461 0.690759 0.915041 0.783471 0.576817 0.832496 0.667457 0.54467 1.30146 0.898922 0.876174 0.814396 0.759875 threshold=6.4142857142857155 16.500000000000004 11.535714285714286 2.683333333333334 1450.0000000000002 1.5000000000000002 1300.0000000000002 0.2678571428571429 10.950000000000001 9.4142857142857164 0.18333333333333338 0.21111111111111114 2.5000000000000004 5.5000000000000009 0.10555555555555557 1300.0000000000002 7.1055555555555561 9.1125000000000025 8.5000000000000018 4.5000000000000009 2.5000000000000004 7.354166666666667 0.15476190476190479 7.3166666666666673 8.4722222222222232 7.5000000000000009 1900.0000000000002 8.9500000000000011 1700.0000000000002 1300.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 8 7 5 6 -4 -1 9 10 11 12 24 17 15 -13 -16 21 19 -10 -20 23 -23 -14 26 27 29 -26 -29 -2 right_child=1 -3 4 -5 -6 -7 -8 -9 18 -11 -12 14 13 -15 16 -17 -18 -19 20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.012411079662421096 0.0058559432105138899 -5.1464328823050901e-05 -0.010403790191403129 0.0016482170697414888 -0.033300370923482397 -0.038696996659672328 0.044617747937935645 0.0031948294667641219 0.061114892131834943 -0.027553508995038018 -0.030363709353303143 -0.023303393029643939 -0.0073670335105252491 -0.045623459063887324 0.00089420347416020772 0.012220082219735898 0.081160912706059768 0.040047038725691847 0.0076172031941401557 -0.05025239493947932 0.078628826299795992 -0.027985801561792003 0.07232923124185639 0.061825220091695145 0.071388870859283374 -0.0069494710534071724 0.011797345469382039 0.044063103455933332 -0.052267373029019987 -0.029738448057243041 leaf_weight=29.94839100340527 2.1779403457185413 95.949937527589142 1.9791288284905006 159.19014312463275 6.0182928436389602 1.712606862245593 0.95935735362581898 33.532406960680881 0.22910068684723117 7.9764828963924392 3.8674069013613481 2.1763179052313699 5.2756471777469152 3.2051008502724008 0.51523884686096699 5.7899044072428296 0.72471845563450188 0.65758816229572481 3.91908212465205 0.94625272057839993 0.43115399312227953 6.250982069960628 0.21389585989913928 0.37319144863613463 1.1631893342218966 3.6616500145469217 3.7114082475314518 0.55614657048135985 0.36236162716522813 4.8127475961862274 leaf_count=767 213 5926 221 7521 819 169 94 1185 19 947 331 146 414 367 32 380 25 64 344 119 23 699 11 37 76 347 329 39 30 491 internal_value=-0.000140297 -0.00480433 -0.0113503 0.00332869 -0.0229132 -0.00947279 0.00755965 0.00754279 -0.0092592 -0.0107809 -0.00784019 -0.00574767 -0.00982613 -0.0184744 0.00861563 0.00251531 0.0478077 -0.011661 0.00546613 -0.0285446 0.0146552 -0.014468 -0.0246668 -0.00279584 -0.00142452 0.0109967 -0.00809047 0.0425636 0.00605967 -0.0186491 internal_weight=388.288 165.617 69.6669 222.671 10.6694 4.65109 2.93849 63.4808 58.9975 53.4719 45.4954 41.628 32.4218 15.9764 9.20618 7.96622 1.23996 12.7713 5.52559 1.17535 4.35024 12.1137 6.46488 5.64884 16.4454 5.74335 10.7021 2.0817 0.918508 6.99069 internal_count=22185 12712 6786 9473 1303 484 315 1952 5483 4978 4031 3700 3117 1592 583 526 57 1225 505 138 367 1161 710 451 1525 492 1033 145 69 704 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=31 num_cat=0 split_feature=3 4 3 3 1 8 1 0 1 2 8 3 8 2 0 0 0 1 8 2 3 1 3 1 1 0 4 8 8 1 split_gain=2.28131 0.580703 1.81728 0.571947 3.2494 2.29909 1.27228 0.766394 1.4747 0.924235 0.788027 1.73279 0.55998 0.736397 1.15096 0.691981 0.925685 1.42726 1.62128 0.879274 0.833952 0.808476 0.850656 0.717902 1.04686 0.540516 1.32393 1.00539 0.847118 1.47763 threshold=4.4722222222222232 16.500000000000004 7.354166666666667 4.2111111111111121 0.38750000000000007 2100.0000000000005 0.13392857142857145 8.5000000000000018 0.18333333333333338 0.31666666666666671 1700.0000000000002 4.2678571428571432 2250.0000000000005 0.35416666666666669 8.5000000000000018 9.5000000000000018 6.5000000000000009 0.10555555555555557 1700.0000000000002 0.43650793650793657 5.2111111111111121 1.0000000180025095e-35 7.0500000000000007 0.31666666666666671 0.23611111111111113 2.5000000000000004 2.5000000000000004 1700.0000000000002 1300.0000000000002 0.13392857142857145 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 12 25 5 7 -7 9 -9 -5 -11 -12 15 14 -14 16 -2 18 -18 -19 -20 22 -17 24 -21 27 28 -1 29 -27 right_child=1 -3 -4 4 -6 6 -8 8 -10 10 11 -13 13 -15 -16 21 17 19 20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00085856692861854063 -0.00019023629139526589 -4.8893233256866649e-05 -0.012864833174028751 0.033284605585970975 0.14199022530210673 0.015992299514729726 0.11680869967651626 0.087159806767754061 -0.019936464964845364 -0.040025962103118325 0.079361302502996611 -0.028954405638463035 -0.011071228947510389 -0.035860290242307129 0.070372651519189186 0.0029439397188474273 0.10065114885454332 -0.014748642111244764 0.058799154964210322 0.013208335129411372 -0.025444924406228465 -0.019866567748852024 0.098753089385760037 -0.032232382207106183 0.092653439162556916 0.044604257441667829 -0.034975400248235276 0.012281346164460066 -0.0007450983682540319 0.0023420973980501961 leaf_weight=36.832310523717148 74.243339124096252 95.945741189622112 49.460510053485336 0.94813459345732365 0.49420587169879571 0.57037597279304442 0.69335096188387979 0.6235135493481605 0.66347604732345644 2.3985174431953737 0.53197457576857221 1.2069761759489663 4.1803439889765164 2.5920927570583672 0.48401860467197355 1.9338364661957697 0.96876761690395996 2.7828907083578258 0.54515071667265125 1.1961269619364432 0.63706006709526264 7.9031513694018827 0.26320803229555156 0.41295887449632562 0.63469415272999175 3.0091539704567349 2.5221292171117957 40.384289690974818 46.3530252066721 6.6145303749990489 leaf_count=1269 3877 5926 5241 39 19 18 26 45 35 89 18 57 227 130 31 199 43 206 15 68 47 774 20 35 34 104 106 1297 1909 281 internal_value=-0.00013716 -0.00307968 -0.00504133 0.00485788 0.017739 0.00969777 0.0713058 -0.00251951 0.0319489 -0.0112423 -0.021446 0.00418121 -0.0011239 -0.0144937 -0.00261984 -6.38497e-05 0.00146742 0.0186137 0.0526979 0.0040287 0.0134024 -0.012408 0.014422 0.0273176 0.0407497 0.00408619 0.000460914 0.00683268 0.00205756 0.0155567 internal_weight=388.03 244.184 148.238 143.846 8.13053 7.63632 1.26373 6.37259 1.28699 5.0856 4.13747 1.73895 98.7776 7.25646 4.66436 91.5212 81.421 7.17765 2.15098 5.02667 1.18221 10.1002 2.19704 2.24378 1.83082 135.715 58.4988 77.2166 55.9767 9.62368 internal_count=22185 16873 10947 5312 346 327 44 283 80 203 164 75 5706 388 258 5318 4325 448 105 343 62 993 219 137 102 4966 2400 2566 2294 385 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=31 num_cat=0 split_feature=3 4 8 4 4 3 0 2 8 0 1 3 8 8 3 3 2 1 1 3 1 8 1 2 8 3 1 1 2 3 split_gain=2.09313 1.76423 0.647154 0.854875 0.800912 0.718752 0.793139 0.549139 0.644568 0.829381 1.2401 0.776993 2.35605 0.740189 0.812758 1.26174 1.18648 1.28473 1.37739 1.27518 0.99312 0.732725 0.657752 0.639957 1.7251 2.10832 0.74004 0.72872 0.608295 1.51816 threshold=6.4142857142857155 16.500000000000004 1550.0000000000002 11.500000000000002 1.5000000000000002 8.3166666666666682 3.5000000000000004 0.5277777777777779 1450.0000000000002 1.5000000000000002 0.13392857142857145 5.1055555555555561 1900.0000000000002 1550.0000000000002 3.5277777777777781 3.183333333333334 0.58571428571428574 0.13392857142857145 0.18333333333333338 4.1055555555555561 0.21111111111111114 2100.0000000000005 0.90000000000000013 0.78888888888888908 1700.0000000000002 2.8166666666666669 0.35416666666666669 0.29285714285714287 0.95000000000000007 2.8166666666666669 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 -2 4 5 -4 -7 -1 9 22 -11 13 -13 -10 15 23 19 -18 -19 -16 -20 -17 -9 24 25 26 -15 -27 29 -12 right_child=1 -3 3 -5 -6 6 -8 8 11 10 28 12 -14 14 16 21 17 18 20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.00062552216810535027 -0.0046787732064208091 -4.6450833515548524e-05 -0.048563902555326353 -0.036079014185587122 -0.0098113907765977684 0.052633751353215665 -0.051898915550640516 -0.025281453484508744 0.04602469786546512 0.02167596429057371 0.034111082253581636 0.093993100447956557 -0.034625919487761454 0.019775438592221847 -0.026718765311428912 0.041109145103065639 -0.035061031104493122 0.091652017597400881 -0.038803478345742548 0.069730772211211905 0.010630164290799552 -0.010066008114394107 0.0063702830397204466 0.0086638392392954077 -0.019329253045147668 0.050551109259004079 -0.050387479327771705 0.1472860300666903 -0.026986129653356967 -0.011399164900281471 leaf_weight=115.86317183466268 27.774587758679502 95.941755309336713 2.5127933139971144 4.1524979442668259 33.159000126031749 0.42038091239373887 0.31928447582731678 5.1541876310613928 1.2037021172754965 6.6852419001052139 2.4907677601113374 0.90721672078325244 0.58606455539774061 1.2920274218356609 0.53563994643164281 4.2011123175637897 3.8577485350050988 0.40429659854027011 1.462035288576615 0.95139001319677163 3.3303592223176963 0.83917828911944514 2.4083083868396216 54.034276922940975 6.5442254480088593 0.39999690374315822 0.5299779709894209 0.37929562978206377 2.5294190367987985 6.9335879518336014 leaf_count=5639 2557 5926 295 631 3239 17 47 219 39 212 107 37 25 43 30 148 165 21 89 35 175 39 125 1558 248 22 26 21 121 329 internal_value=-0.000134696 -0.0044195 -0.0105589 -0.0145851 -0.0121339 -0.0358115 0.00751111 0.00301446 0.00558542 -0.00123612 0.00443025 0.00777959 0.0435143 0.00711228 0.00651759 0.00851417 -0.0064035 -0.0132015 0.00302593 0.0349889 -0.00445076 0.0325888 -0.0152018 0.00659357 -0.00563812 0.0288054 -0.000633283 0.0976337 -0.00521455 0.000628761 internal_weight=387.804 164.28 68.3385 40.564 36.4115 3.25246 0.739665 223.523 107.66 26.2015 18.639 81.4585 1.49328 79.9653 78.7616 68.2201 10.5415 9.05444 5.19669 1.48703 4.79239 5.04029 7.5625 63.1798 9.14552 2.6013 1.82201 0.779293 11.9538 9.42436 internal_count=22185 12712 6786 4229 3598 359 64 9473 3834 1113 769 2721 62 2659 2620 2105 515 450 285 65 264 187 344 1918 360 112 69 43 557 436 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=31 num_cat=0 split_feature=2 0 4 4 8 0 8 2 3 3 3 3 1 3 0 3 1 3 3 1 2 1 1 8 8 8 4 8 1 8 split_gain=1.9043 0.82321 1.24624 1.2547 1.20838 1.25998 0.79858 1.66465 1.5973 3.15214 1.03756 1.86873 2.94606 1.13051 0.922539 1.04765 1.10609 0.88434 2.0153 0.744017 1.03441 0.67866 1.73323 0.809373 0.668384 0.800374 1.1221 0.859067 1.72863 1.77636 threshold=0.41428571428571431 3.5000000000000004 5.5000000000000009 9.5000000000000018 2550.0000000000005 5.5000000000000009 1550.0000000000002 0.10555555555555557 9.7750000000000021 10.275000000000002 6.154761904761906 6.4142857142857155 1.0000000180025095e-35 8.0500000000000025 5.5000000000000009 7.0500000000000007 0.10555555555555557 4.8166666666666673 4.354166666666667 0.10555555555555557 0.35416666666666669 0.15476190476190479 0.13392857142857145 2350.0000000000005 2450.0000000000005 1900.0000000000002 2.5000000000000004 1450.0000000000002 0.31666666666666671 1300.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 24 4 -4 6 -6 7 8 -3 -10 17 12 -12 14 -13 -16 -17 18 -9 20 -19 22 -8 -23 25 26 27 28 29 -1 right_child=-2 2 3 -5 5 -7 21 10 9 -11 11 13 -14 -15 15 16 -18 19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.027994613801589321 0.0041520005143300155 -0.044578088083344257 -0.05129698352154493 0.06165136575963133 0.080914699050684769 -0.013723868831413286 -0.011691156624073233 -0.031772407558671362 0.33885720296187055 -0.051288381871777658 0.12935011083576239 -0.016225771550913662 -0.014652148419433551 -0.044086440553357489 -0.0035916368852312052 0.016411213468340218 0.094571804964819872 -0.023987676331684159 0.055519503524064408 -0.046136624805829148 0.054658247758500082 -0.031812503328740444 0.061613179907948457 0.029395398589562968 -0.02212709292080826 0.0045959962056194787 -0.0041392012410918916 -0.002680523903696426 -0.0022622846641169292 0.12305805533161132 leaf_weight=1.3556316858157083 155.39160815873225 2.6412849895532555 2.6122056828876334 0.27142768943303952 0.78629957249381621 0.63630415109503247 20.520903966615045 1.2087523048792248 0.082986910099862032 0.13763638536329381 0.88760681010171516 1.3197374559692887 0.59210714380256491 0.86727539591811353 1.1363382356198601 0.85847893631944294 0.95749368635006249 1.4519778223998407 1.4596346150349857 1.6995061700582708 0.58718357644920605 6.4641288423287753 0.83935864620548173 0.58934091593880555 3.8330581468180744 46.80707835496014 125.2761796357771 3.4752492160130259 2.0044357967967699 0.77083617749121902 leaf_count=50 5921 246 319 21 37 41 1576 48 16 28 25 95 37 106 82 60 25 119 59 110 42 507 43 33 316 3245 8721 145 90 22 internal_value=-0.000131922 -0.00299964 -0.00878527 -0.0406655 -0.00677472 0.0385846 -0.00823129 0.000746069 -0.0337823 0.0954639 0.00833215 0.0222157 0.0717276 0.00796027 0.0185264 0.0340612 0.0576223 -0.00601078 0.0159772 -0.0217042 -0.00134131 -0.0132511 -0.00881064 -0.0266984 -0.00146726 -0.00102655 -0.00300706 0.0156397 0.0310521 0.0624547 internal_weight=387.522 232.13 48.608 2.88363 45.7243 1.4226 44.3017 15.888 2.86191 0.220623 13.0261 6.61904 1.47971 5.13932 4.27205 2.95231 1.81597 6.40705 2.66839 3.73867 2.03916 28.4137 21.3603 7.05347 183.522 179.689 132.882 7.60615 4.1309 2.12647 internal_count=22185 16264 3675 340 3335 78 3257 1098 290 44 808 430 62 368 262 167 85 378 107 271 161 2159 1619 540 12589 12273 9028 307 162 72 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=31 num_cat=0 split_feature=3 4 3 3 4 3 8 3 3 1 2 0 4 1 8 3 4 4 0 3 8 4 8 0 3 4 8 0 3 8 split_gain=1.76467 1.60136 0.606286 0.593991 1.35172 0.535034 0.608544 0.50584 0.997279 0.809894 0.82604 0.856706 1.15226 0.72977 0.739523 0.696086 0.63431 0.851472 0.67301 0.572295 0.546708 1.51325 0.708891 0.527236 0.516596 1.14443 0.831073 0.762907 0.723212 0.754502 threshold=6.4142857142857155 16.500000000000004 11.535714285714286 13.900000000000002 12.500000000000002 14.125000000000002 1450.0000000000002 10.950000000000001 9.4142857142857164 0.18333333333333338 0.21111111111111114 2.5000000000000004 5.5000000000000009 0.10555555555555557 1300.0000000000002 9.1125000000000025 8.5000000000000018 4.5000000000000009 2.5000000000000004 7.1055555555555561 1300.0000000000002 9.5000000000000018 2100.0000000000005 4.5000000000000009 8.4722222222222232 7.5000000000000009 1900.0000000000002 1.5000000000000002 8.9500000000000011 1700.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 7 -4 -5 6 -6 8 9 10 11 24 15 14 -12 -13 17 -9 20 -15 21 -18 -22 -17 26 28 -2 -27 -26 -30 right_child=1 -3 3 4 5 -7 -8 16 -10 -11 13 12 -14 19 -16 23 18 -19 -20 -21 22 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=0.0027485752892624712 -0.017447509223943874 6.9281852236696446e-05 -0.031475856942327428 0.11714340981803484 0.044409363889137618 -0.026679581320394125 -0.022091474163608672 0.056711863594940772 -0.026260892246111306 -0.029133957287798436 -0.022362611527475276 -0.01305594583333953 -0.045008779657852133 0.0023424015222787324 0.012187864222856693 -0.0041152785628151174 0.14596347731130951 -0.050053180204920868 0.07311123627726758 0.070981666695228915 -0.014677539600912557 0.00430409581564427 0.048335877396576715 0.085293182627214109 0.066026965902938689 0.0059974146903956638 0.012033162799822564 -0.051772972009509172 0.04225999845373804 -0.052103986570457374 leaf_weight=224.16492593976614 6.760443007763433 95.752090830797371 5.9200454911162677 0.20875117384321118 0.70250224974006437 2.6102563199146971 0.67414307212311542 0.23763567808782571 7.5919198186666099 3.6718039888487359 2.1150242846924794 11.674312887695461 2.9518974333540191 0.50300907908373893 5.7846547502713292 0.33621913008391935 0.25318828038871322 0.87204275156284439 0.44937551440671075 0.76633483375098876 2.3234602125867245 0.73811397255030897 0.55245106248185027 0.32357322041207226 1.2138850990595522 2.8458838981696322 3.6983891849608312 0.71507328960387884 0.5664264834485947 0.33837454137392342 leaf_count=9473 704 5926 777 25 75 325 101 19 947 331 146 1161 367 32 380 30 8 119 23 25 217 74 45 34 76 271 329 76 39 30 internal_value=-0.00013068 -0.00408669 -0.00999096 -0.0212759 -0.00688376 -0.0133777 0.0118439 -0.00799816 -0.00951803 -0.00664647 -0.00461241 -0.00846515 -0.0169479 0.00859187 0.00293748 -0.0102321 0.00652683 -0.0271896 0.0151944 0.0437817 0.00846441 0.0404853 -0.00257291 0.0397321 -0.000430488 0.0117089 -0.00702273 -0.00560342 0.0408063 0.00697006 internal_weight=387.316 163.151 67.3992 10.1157 4.19565 3.9869 1.37665 57.2835 51.8572 44.2653 40.5935 31.4245 15.286 9.16902 7.89968 12.3341 5.42627 1.10968 4.31659 1.26934 3.86721 0.991302 2.87591 0.659792 16.1385 5.67964 10.4588 3.56096 2.11869 0.904801 internal_count=22185 12712 6786 1303 526 501 176 5483 4978 4031 3700 3117 1592 583 526 1225 505 138 367 57 344 82 262 64 1525 492 1033 347 145 69 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=31 num_cat=0 split_feature=3 3 1 8 2 0 1 2 8 3 1 0 3 4 8 4 8 8 3 3 0 0 8 4 3 3 2 8 3 3 split_gain=1.6366 0.508855 2.54947 1.93742 0.764204 0.682319 1.18754 0.84876 0.753057 1.48594 0.541913 0.501795 1.26279 0.837633 0.836452 0.828379 1.65906 1.13164 0.894457 0.870609 3.17458 0.912634 0.867533 1.81654 1.79354 1.75574 0.726538 0.715937 1.05097 1.44754 threshold=4.4722222222222232 4.2111111111111121 0.38750000000000007 2100.0000000000005 0.47222222222222227 8.5000000000000018 0.18333333333333338 0.31666666666666671 1700.0000000000002 4.2678571428571432 0.18333333333333338 3.5000000000000004 8.2750000000000021 9.5000000000000018 2450.0000000000005 2.5000000000000004 1450.0000000000002 1900.0000000000002 4.9500000000000011 5.3166666666666673 2.5000000000000004 2.5000000000000004 1300.0000000000002 1.5000000000000002 4.9500000000000011 5.6125000000000007 0.10555555555555557 1700.0000000000002 7.0500000000000007 5.7071428571428582 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 7 -7 -3 -9 -10 -11 14 26 -14 15 16 22 -17 -18 20 -19 -21 24 -24 -2 -26 27 -13 29 -29 right_child=11 2 -4 4 -6 6 -8 8 9 10 -12 12 13 -15 -16 17 18 19 -20 21 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.0033408666664132194 -0.056572849345741277 0.030930074546037863 0.11990787818422383 0.027815506492433813 0.10354705592609111 0.075857128329205131 -0.018949498812415446 -0.039562366953470804 0.070315970968507155 -0.055152571465976241 0.014402039442047689 -0.034980462395102989 -0.032083978086318646 0.055416537156705248 -0.023952651950013764 -0.0044116460344504234 -0.02925834702375199 0.0056773542363727433 0.0058509957147914295 0.0054367722144976682 0.12610160862775741 -0.019789474921962046 -0.0031817431988590827 0.092035716928178996 0.077924357344001924 0.0043314779145284567 -0.0018547444347796654 -0.053001795741865011 -0.034327172725693474 0.046539209665209358 leaf_weight=136.92255139546967 0.69572822004559398 0.9704223190042266 0.55209355600709376 0.70863140028632166 0.62861963453497083 0.67156349675502702 0.64999902420368016 2.349189793831215 0.56690699920727627 0.72222199791434583 0.45738949228092451 3.5356773725852682 5.9020663636028976 0.28680043722488324 4.0058372535859226 119.97186303052679 2.4325720127017103 2.8447573536617479 7.1347371113655527 35.77630893618452 0.67762632635822218 3.9846772752891857 0.80671459796576539 1.3213444958964828 1.2805875962367284 2.2075885849317274 45.629311162629932 0.48852590335445745 1.501414354492226 1.4471149741425504 leaf_count=4966 24 39 19 20 24 45 35 89 18 31 26 312 751 21 327 8554 83 154 322 2565 28 343 42 38 41 114 2829 28 179 118 internal_value=-0.000127769 0.00406862 0.0161075 0.00868895 0.0634157 -0.00276798 0.0292273 -0.0111143 -0.0210762 0.003789 -0.0281831 -0.00264631 -0.00666537 -0.0280291 -0.00135613 -0.000850823 0.0100514 -0.00191124 -0.00307586 0.00501933 0.0288442 0.0029087 0.0299488 0.0559402 0.0167288 0.0313491 -0.00415183 -0.0191839 -0.00293404 0.0214166 internal_weight=387.131 145.2 8.27704 7.72494 1.33725 6.38769 1.32156 5.06613 4.09571 1.74652 1.17961 241.931 58.7909 6.18887 183.14 179.135 15.8793 163.255 9.56731 43.2834 3.52238 39.761 6.31196 2.12806 4.1839 3.48818 52.602 6.97273 3.43706 1.93564 internal_count=22185 5312 346 327 44 283 80 203 164 75 57 16873 4238 772 12635 12308 664 11644 405 3090 182 2908 259 80 179 155 3466 637 325 146 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=31 num_cat=0 split_feature=4 0 4 0 4 3 8 3 8 3 8 2 8 8 3 3 4 3 3 2 3 3 1 1 8 3 2 3 2 3 split_gain=1.48023 1.89293 1.93954 0.88939 1.02458 0.753981 0.96917 0.861389 1.35896 1.4522 0.866529 0.700863 0.705969 0.632393 0.605225 1.02094 0.579253 0.884801 1.26958 0.571886 1.22744 1.73848 1.09768 0.65431 0.5634 0.514545 0.838159 0.504659 0.617938 0.54287 threshold=2.5000000000000004 2.5000000000000004 5.5000000000000009 3.5000000000000004 1.5000000000000002 4.2111111111111121 1100.0000000000002 5.2678571428571432 1900.0000000000002 4.8452380952380958 1700.0000000000002 0.29285714285714287 1550.0000000000002 2450.0000000000005 3.7071428571428577 3.4142857142857146 8.5000000000000018 11.366666666666669 10.950000000000001 0.2678571428571429 4.4142857142857155 3.9500000000000006 0.38750000000000007 0.15476190476190479 1900.0000000000002 5.6125000000000007 0.38750000000000007 8.2750000000000021 0.10555555555555557 7.0500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 24 5 4 -1 14 -7 8 10 -10 11 12 -8 27 15 -3 -4 18 -18 -15 21 22 -21 -22 -2 -9 -27 29 -29 -5 right_child=1 2 16 13 -6 6 7 25 9 -11 -12 -13 -14 19 -16 -17 17 -19 -20 20 23 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.0015448328297938336 -0.0025442556363552689 -0.055829337022878123 -0.047074597107537086 -0.002017384770654575 0.012122123944772065 0.081783632611365537 0.0043594967167741019 -0.033477233511251987 0.0077217227645562233 0.088518989431823972 -0.0431482366460611 -0.016295537354588899 0.081758683578076141 0.064716002894551414 -0.055303158857924375 0.043767601853058814 -0.051345313103655449 -0.041021886254600459 0.08824692178466971 -0.023275396811499524 0.012100075997086481 0.10850751574397313 0.047369097156782135 -0.054802325111789119 0.0038120864768984367 -0.010514633554394635 0.051458569813379422 0.038247453746975441 -0.049539951345950899 0.016157141211111985 leaf_weight=47.251590558302318 126.99079924561849 0.50510292035324089 4.7687888442484327 73.724116534345455 44.415457466664158 0.31437006127089517 0.73337829719074255 2.3460874525029594 1.3857233943799658 0.92892813447178912 1.2205409098719431 1.4034501419197054 0.49243534546258161 0.5584260944081042 1.4390251641525535 0.52448700561944861 0.27456894770148199 1.118622038125977 0.40043710032477975 1.1518034756200002 0.64614711150124982 0.568632566305041 1.0521765686571596 0.8412960107091294 48.052396189021295 17.648257543678145 0.5629844949580719 0.24845117551376361 1.0376923544422423 4.3512504737832378 leaf_count=1705 8486 23 652 3981 1268 26 34 109 56 37 48 58 20 31 55 28 29 116 20 59 29 26 17 42 3233 1481 27 35 128 326 internal_value=-0.000126096 -0.00294848 -0.0133788 0.00326227 0.00666985 -0.00791057 -0.00549534 -0.00652214 0.0098714 0.0401477 -0.00833189 0.00783035 0.0354524 -0.000448388 -0.034362 -0.00509331 -0.0379643 -0.0137422 0.0314657 0.0171393 0.0109028 0.0305607 0.0104502 -0.0257398 -0.000799329 -0.011438 -0.00859879 -0.00151624 -0.0325816 -0.00100449 internal_weight=386.957 211.11 36.0672 175.847 91.667 29.5048 27.0362 26.7218 6.16446 2.31465 3.8498 2.62926 1.22581 84.18 2.46862 1.02959 6.56242 1.79363 0.675006 4.81848 4.26006 2.77261 2.20398 1.48744 175.043 20.5573 18.2112 79.3615 1.28614 78.0754 internal_count=22185 14538 2819 7647 2973 2002 1896 1870 253 93 160 112 54 4674 106 51 817 165 49 204 173 102 76 71 11719 1617 1508 4470 163 4307 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=31 num_cat=0 split_feature=3 3 8 2 2 0 2 4 3 1 4 3 3 8 4 8 8 0 8 8 3 3 4 0 4 3 2 8 3 4 split_gain=1.37659 0.475084 1.76487 1.07998 1.50879 0.933442 0.718946 0.450454 1.34792 1.34257 1.23501 0.592257 0.864692 0.634731 1.63954 1.41717 0.582171 0.723335 0.693609 0.496805 0.853517 0.722105 0.806445 0.658173 0.750171 1.04381 1.03592 0.795451 1.01474 1.07868 threshold=4.4722222222222232 4.2678571428571432 2100.0000000000005 0.29285714285714287 0.64583333333333337 8.5000000000000018 0.47222222222222227 16.500000000000004 9.4142857142857164 0.31666666666666671 8.5000000000000018 11.535714285714286 10.450000000000001 1300.0000000000002 9.5000000000000018 1900.0000000000002 1450.0000000000002 1.5000000000000002 1300.0000000000002 2100.0000000000005 4.7888888888888896 6.6125000000000007 7.5000000000000009 9.5000000000000018 2.5000000000000004 4.5277777777777786 0.64583333333333337 1900.0000000000002 4.5857142857142863 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 -5 -7 8 19 10 -10 12 -12 14 -14 -15 17 18 -13 23 -21 -22 -23 24 25 -2 27 28 29 -26 right_child=7 2 -4 4 -6 6 -8 -9 9 -11 11 16 13 15 -16 -17 -18 -19 -20 20 21 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0031152668801235199 -0.019770395322174641 0.068422939825938542 0.067921328933676889 -0.039794768947146654 0.055155305172375102 0.059919648378396043 -0.018850661576562119 0.00022393867169332869 -0.037730157632570954 0.098182006896500321 -0.022026617645626356 -0.0082130028985933998 0.11025205629934803 -0.026832874084196209 -0.0020449032598816416 0.037395134793617328 -0.029956289951003634 -0.035001481621741513 0.043885734316054262 -0.04341321407388072 0.0018512247706783617 -0.03361570868220215 0.026909653510388366 -0.012317892610150963 0.07422390479658314 0.0082406882353224086 0.072919368832120926 0.0064092406174474197 -0.0091364030977982638 0.0016003473825007405 leaf_weight=139.71072824539766 3.6646068163863523 0.55748059430425101 1.3456809343679195 2.1881076198148435 0.82015222499921936 0.5125078131168268 0.66624247813274451 95.498425780623791 5.3348380291389565 0.25701995141571288 2.7835673681847792 1.8845183786252149 0.53347628284245707 1.9395648842055382 0.83185979490826867 1.5413481605064587 5.1037572920229195 1.3479768648321622 0.96649429970420886 1.7660004072599793 8.6354783722524058 3.380867035664493 0.65735924211931251 11.441478483494363 0.74764493567636159 35.978446524688508 0.44245193048845877 14.117080574119141 40.472477142778757 1.6174286788491372 leaf_count=5055 129 21 38 95 34 31 38 5926 753 7 346 221 19 187 82 128 773 145 94 86 445 307 72 1263 29 1779 20 1018 2980 64 internal_value=-0.000123586 0.00371117 0.0173814 0.00304672 -0.00565781 -0.0204716 0.0153978 -0.00244408 -0.00419589 -0.0154403 -0.0167518 -0.0101423 0.000183233 0.01294 0.0418328 0.00160729 -0.018611 -0.00482102 0.00944849 -0.00213542 -0.010848 -0.00631029 -0.0237631 -0.000975711 0.000361585 0.00565134 -0.00329195 -0.003884 -0.00727612 0.024558 internal_weight=386.745 145.801 6.09017 4.74449 4.18701 3.36686 1.17875 240.944 145.446 22.5244 22.2674 16.9326 7.62982 4.84625 1.36534 3.48091 9.30275 4.19899 2.85101 122.921 14.4397 12.6737 4.03823 108.482 97.0401 39.6431 57.3971 56.9546 42.8376 2.36507 internal_count=22185 5312 257 219 198 164 69 16873 10947 2755 2748 1995 762 416 101 315 1233 460 315 8192 910 824 379 7282 6019 1908 4111 4091 3073 93 is_linear=0 shrinkage=0.05 end of trees feature_importances: recent_avg_finish=435 distance_m=252 recent_runs=189 recent_best_finish=163 recent_top3_rate=157 recent_win_rate=154 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 500] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 4] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 1] [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] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 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:[]