€•ĺŒlightgbm.sklearn”Œ LGBMRegressor”“”)”}”(Œ boosting_type”Œgbdt”Œ objective”Œ regression”Œ num_leaves”KPŒ max_depth”J˙˙˙˙Œ learning_rate”G?Š™™™™™šŒ n_estimators”KdŒsubsample_for_bin”J@ Œmin_split_gain”GŒmin_child_weight”G?PbMŇńŠüŒmin_child_samples”KŒ subsample”G?đŒsubsample_freq”KŒcolsample_bytree”G?ćffffffŒ reg_alpha”GŒ reg_lambda”GŒ random_state”NŒn_jobs”NŒimportance_type”Œsplit”Œ_Booster”Œlightgbm.basic”ŒBooster”“”)”}”(Œ_handle”X]ě tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=75 objective=regression feature_names=temperature_2m dewpoint_temperature_2m u_component_of_wind_10m v_component_of_wind_10m surface_net_solar_radiation_sum total_evaporation_sum surface_pressure total_precipitation_sum SensorZenith SensorAzimuth SolarZenith SolarAzimuth sur_refl_b01 sur_refl_b02 sur_refl_b03 sur_refl_b04 sur_refl_b05 sur_refl_b06 sur_refl_b07 Clouds LE_PM NDVI EVI GNDVI SAVI ARVI temperature_2m_rol_30 temperature_2m_rol_7 temperature_2m_min temperature_2m_max temperature_2m_std dewpoint_temperature_2m_rol_30 dewpoint_temperature_2m_rol_7 dewpoint_temperature_2m_min dewpoint_temperature_2m_max dewpoint_temperature_2m_std u_component_of_wind_10m_rol_30 u_component_of_wind_10m_rol_7 u_component_of_wind_10m_min u_component_of_wind_10m_max u_component_of_wind_10m_std v_component_of_wind_10m_rol_30 v_component_of_wind_10m_rol_7 v_component_of_wind_10m_min v_component_of_wind_10m_max v_component_of_wind_10m_std surface_net_solar_radiation_sum_rol_30 surface_net_solar_radiation_sum_rol_7 surface_net_solar_radiation_sum_min surface_net_solar_radiation_sum_max surface_net_solar_radiation_sum_std total_evaporation_sum_rol_30 total_evaporation_sum_rol_7 total_evaporation_sum_min total_evaporation_sum_max total_evaporation_sum_std surface_pressure_rol_30 surface_pressure_rol_7 surface_pressure_min surface_pressure_max surface_pressure_std total_precipitation_sum_rol_30 total_precipitation_sum_rol_7 total_precipitation_sum_min total_precipitation_sum_max total_precipitation_sum_std LE_PM_rol_30 LE_PM_rol_7 LE_PM_min LE_PM_max LE_PM_std doy year lat lon IGBP feature_infos=[237.6449006398519:308.52219772338867] [234.2956714630127:298.62355804443359] [-7.3081703186035156:12.174232482910156] [-14.062000274658203:10.277058124542236] [259980:28892162] [-0.0083799194544552993:0.0026862621307372999] [92448.490559895843:101567.61442057292] [-2.9802322387695312e-08:0.094927653669401396] [-17966:17961] [4:6568] [-18000:18000] [1571:7441] [-100:13357] [435:13803] [-100:12486] [-100:12952] [343:12283] [64:9700] [-100:7748] [0:1] [6.1734458006432575:2016.0824188154079] [-319.6829268292683:-0.16387146332095759] [-2.4417110837775038:3.574294670846395] [-0.99859870380101601:0.60733628754308222] [-485.44444444444446:-0.2457993278924627] [-1.5292994923857868:0.76923076923076927] [253.39722788068983:304.93717242346872] [248.30635633922759:306.6571412767683] [237.6449006398519:301.05819447835285] [260.56271044413251:308.52219772338867] [1.21579239518334:11.796196906725788] [250.58329012129039:295.91203269958498] [240.708040419079:297.24982007344568] [234.2956714630127:292.62112617492681] [258.51059341430664:298.62355804443359] [1.2752152371242682:12.27687773505447] [-1.4080131159888374:3.7295936716927423] [-3.5995883033389133:6.1721985056286766] [-7.3081703186035156:0.096892038981119796] [0.0062274932861328004:12.174232482910156] [0.61074196570095696:4.1113482905419403] [-2.6470867594083152:3.6593930059009128] [-5.8829329922085725:6.0104228598730902] [-14.062000274658203:-0.81879524389902747] [0.94338679313659679:10.310749530792236] [0.80185855647247939:5.0172237170909497] [33686168:710877854] [5745208:188038462] [259980:18216332] [1796716:28892162] [309651.47899942822:8040668.4883991247] [-0.1716756112873554:-0.00096235703676930001] [-0.047603757120668798:0.0037882700562476999] [-0.0090812239795923008:-0.0001310268417] [-0.0043304534628987:0.0032572560012339999] [4.5705601294963673e-05:0.0019734360945555] [94246.764236111121:99956.328575303822] [93778.549269903277:100740.4849562872] [92448.490559895843:98872.240559895843] [95051.436035156235:101567.61442057292] [167.41346510147184:1150.9704934243537] [0.00062809246584900002:0.34931032410144519] [2.5679611894702248e-06:0.15731766266478781] [-2.9802322387695312e-08:0.00012935101985779999] [0.00038350664169680001:0.094927653669401396] [6.9990769047550101e-05:0.0185533081382321] [-1083.5999999999999:3033.7333333333331] [-3424.5714285714284:5549.1428571428569] [-17994:-7599] [9867:17961] [8480.4345820246726:9722.3430856898922] [1:366] [2000:2021] [38.744100000000003:47.161700000000003] [-100.91540000000001:-86.4131] -1:0:1:3:4:6:2 tree_sizes=6908 6965 6910 6998 6896 6949 6989 6917 7012 6917 6938 7000 7047 6944 7017 7045 7017 7032 6998 7036 7062 6967 7073 6967 7047 6979 7065 7034 7104 6957 7026 7077 7033 7013 7058 7058 7066 7060 7085 7054 7060 7094 7037 7066 7070 7058 7002 7105 7090 7046 7066 7080 7077 7111 7090 7138 7023 7091 7100 7104 7131 7069 7123 7105 7085 7146 7071 7108 7065 7101 7091 7073 7136 7116 7141 7127 7077 7073 7156 7073 7126 7158 7186 7136 7067 7100 7134 7161 7210 7099 7181 7175 7107 7145 7172 7096 7193 7156 7054 7125 Tree=0 num_leaves=80 num_cat=0 split_feature=32 4 5 32 4 74 74 5 49 5 14 4 31 71 4 46 4 18 35 4 14 5 31 31 34 4 5 3 72 26 74 15 65 49 5 63 4 5 71 52 14 34 54 4 54 36 14 74 56 72 72 72 74 72 72 74 59 31 74 71 59 34 64 72 11 74 18 52 31 14 31 54 34 49 74 56 26 34 74 split_gain=7.87583e+07 1.60465e+07 9.0792e+06 2.30722e+06 2.05858e+06 1.74588e+06 1.62635e+06 1.41072e+06 1.33139e+06 843619 588812 553082 488295 455750 455073 417950 376792 352525 329231 316232 306891 266644 262305 251330 244858 237638 214155 203241 187356 179131 174336 167761 165299 162160 152549 152166 143430 141445 140844 140073 136290 135649 135372 133541 126854 125543 120531 118170 112131 128472 111680 110556 106033 105629 103878 108337 103347 102979 102034 98285.1 88977.4 87031.6 87021.3 86715.9 86130.6 85460.8 84747.6 83610.7 83435.7 83344.8 82961.1 82618.2 81371.3 88634.2 81323.5 81284.3 79413.4 79015.6 78292.3 threshold=282.86959861573723 15927238.281250002 -0.0018009683117269997 288.36799558003753 10473166.000000002 -95.191399999999987 -96.561699999999988 -0.0032227658666669997 13108426.000000002 -0.0038688066415488494 397.50000000000006 19400667.000000004 288.614566675822 227.50000000000003 21685103.000000004 468909024.00000006 20444655.000000004 1356.5000000000002 5.0917676106231324 10939209.128906252 4990.0000000000009 -0.0011780476197599998 281.52969328562426 274.95784395005973 292.4240334828695 7461313.0000000009 -0.00055440934374924994 3.2928694685300193 2013.5000000000002 300.90682757695521 -91.275299999999973 1040.5000000000002 0.0014401114664678502 19127848.000000004 -0.0026570544578134498 -5.9604587931971756e-09 22024951.000000004 -0.0048688165843485997 247.50000000000003 -0.017516869585961044 5319.5000000000009 296.47270298004156 -0.0014506182633339498 19988658.000000004 -0.00080140866339204993 -0.65860773987240251 3126.5000000000005 -91.646349999999984 97249.300146484384 2015.5000000000002 2014.5000000000002 2002.5000000000002 -91.646349999999984 2016.5000000000002 2016.5000000000002 -96.454899999999995 97899.92016601564 278.52553782992896 -91.646349999999984 108.50000000000001 96868.245279947936 293.06814193725592 0.060636281677071559 2012.5000000000002 4753.5000000000009 -96.454899999999995 1692.5000000000002 -0.020430061500519497 275.96791139178816 2225.0000000000005 285.04121696684103 -0.0013128980062901499 293.06814193725592 25143344.000000004 -92.174649999999986 96510.194856770846 299.85452854368424 293.39340623219812 -94.140249999999995 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 7 11 25 6 14 15 26 16 13 24 34 27 35 50 41 22 42 30 33 52 -13 -21 59 -2 58 -8 57 43 -9 51 -26 -14 40 -5 -24 -30 45 53 -6 78 46 -11 61 -34 65 -23 49 -35 -1 -18 -10 -16 55 -40 67 -17 -4 -3 63 -19 -57 -38 -25 -12 -59 -37 -39 -47 -36 -15 -53 -74 -52 -28 -45 -33 -7 right_child=1 3 8 5 12 9 10 19 21 29 18 17 20 71 39 28 31 44 -20 23 -22 47 36 64 32 -27 75 -29 37 -31 -32 77 38 48 70 56 60 68 54 -41 -42 -43 -44 76 -46 69 -48 -49 -50 -51 74 72 -54 -55 -56 62 -58 66 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 73 -75 -76 -77 -78 -79 -80 leaf_value=38.325642913527012 37.72011192413359 38.351618081893285 37.182933200548192 37.841145511523983 39.589058770418561 39.79761768228596 43.885334030578811 38.087634680673737 37.773560635296391 40.477528770748911 43.644464850142434 40.238753340115309 38.817017423432006 42.913064466617804 43.832595440469952 38.852409351966877 41.25622162911467 40.259232060657453 39.643188669918025 38.069108879681394 39.204718403755287 37.386735552843241 41.092344607345247 38.733623085793965 42.254994719476052 38.454905971557551 36.665007526412545 45.335334708849899 41.949047957153574 39.408420553019816 37.25761186588668 40.27241937563587 42.776505177305403 41.398145832817306 38.380202746455872 41.17107664487898 40.827062151872219 39.230084579007162 41.150747918128147 39.128503260075419 38.82434396106693 41.825759659312624 41.074033598331432 41.512703801490517 38.799286906053204 40.872679972498538 41.918608129500768 37.029594281559937 40.092611562902555 39.744265568611709 38.823782288318604 41.681142345184405 37.402716099025383 42.074986271752145 39.138791447027906 39.709210120107315 39.640193486317898 40.101543368964251 36.838154465314055 39.757488100626638 42.217507029189548 41.190671791411383 41.845575267000619 41.979467873441394 38.243388880780294 42.507836095857513 39.115861351600316 39.664478767385496 40.371389594778059 39.961015339397235 39.031999708111648 41.48538169860894 42.319489122809159 43.218378339969604 39.995097354551696 36.872791875121464 40.220574873981718 41.613719575586778 41.06606724762193 leaf_weight=994 2045 138 7256 54 1862 130 818 1327 5319 2000 378 543 206 342 108 611 247 1134 105 4707 1220 6338 1422 3157 120 2382 7097 343 110 302 1209 140 70 390 799 518 329 228 233 34 848 628 132 605 124 831 284 3650 1871 168 572 334 3023 410 292 572 218 527 3047 1254 675 322 52 324 1251 294 372 112 538 359 1255 144 1085 367 200 13975 148 509 1894 leaf_count=994 2045 138 7256 54 1862 130 818 1327 5319 2000 378 543 206 342 108 611 247 1134 105 4707 1220 6338 1422 3157 120 2382 7097 343 110 302 1209 140 70 390 799 518 329 228 233 34 848 628 132 605 124 831 284 3650 1871 168 572 334 3023 410 292 572 218 527 3047 1254 675 322 52 324 1251 294 372 112 538 359 1255 144 1085 367 200 13975 148 509 1894 internal_value=38.4423 40.375 37.4239 41.2151 38.9919 41.6466 42.4666 38.4678 37.0919 41.2269 43.1628 40.5927 39.442 43.7756 41.1066 39.2592 41.6064 40.9484 42.3169 38.1858 39.8604 37.4305 41.243 38.3232 40.1507 38.1155 36.8942 44.3137 39.6907 40.5644 37.6919 42.0243 40.4438 40.1639 39.1034 40.4147 41.4413 40.2724 40.3536 42.2374 39.3498 41.1838 42.575 40.6912 40.3345 40.7187 42.7822 37.2562 40.2781 40.9002 38.6761 42.2477 37.6392 42.4414 39.9533 40.2308 40.5785 39.3533 37.081 39.6181 41.815 40.4652 39.8872 41.3989 38.5945 43.1472 39.6937 40.9032 40.0317 40.5976 38.7785 42.49 42.3848 42.5467 39.1272 36.8028 41.2587 41.3244 40.9846 internal_weight=100031 34523 65508 21477 13046 12683 4294 15803 49705 8389 2840 8794 8619 1647 1454 4152 5334 4873 1193 11651 3855 18330 3293 9115 3921 4427 31375 1161 2386 3055 2536 2682 2529 2635 4764 902 2750 876 2409 552 2710 2652 1088 2753 1580 1260 956 9988 2429 558 1766 2033 8342 518 1149 857 848 1510 10303 1392 1328 1456 624 653 4408 672 899 630 766 1190 2054 486 1786 1452 772 21072 753 649 2024 internal_count=100031 34523 65508 21477 13046 12683 4294 15803 49705 8389 2840 8794 8619 1647 1454 4152 5334 4873 1193 11651 3855 18330 3293 9115 3921 4427 31375 1161 2386 3055 2536 2682 2529 2635 4764 902 2750 876 2409 552 2710 2652 1088 2753 1580 1260 956 9988 2429 558 1766 2033 8342 518 1149 857 848 1510 10303 1392 1328 1456 624 653 4408 672 899 630 766 1190 2054 486 1786 1452 772 21072 753 649 2024 is_linear=0 shrinkage=1 Tree=1 num_leaves=80 num_cat=0 split_feature=46 4 33 5 4 14 5 33 41 33 5 5 12 45 72 26 13 4 28 5 54 34 34 71 5 4 59 72 72 5 71 53 59 28 34 4 72 26 26 53 12 26 11 12 46 36 72 58 4 69 58 72 68 68 12 72 43 12 5 26 71 12 5 4 64 12 3 45 13 64 70 59 43 3 12 38 49 13 44 split_gain=7.1262e+07 1.05969e+07 7.00223e+06 6.06419e+06 2.23317e+06 1.51981e+06 1.24032e+06 904974 904291 865850 724180 689517 674455 486870 485401 413701 389419 363626 362212 359125 313613 283806 281771 268717 254342 252569 233582 216075 208440 203418 201659 195375 188375 182830 180474 174306 160285 154061 146194 140964 139161 176141 133012 132885 131487 127447 140513 121552 120380 114323 113936 113861 108207 105534 103672 103077 102155 98287.9 96913.8 95376.2 95354.6 112624 94450.7 91553.4 90542.5 87812 85398.2 82466.8 80531.8 77853.4 76006.1 75428.5 114276 75323.5 74676 74198.8 71867.6 69834.2 68962.6 threshold=438978760.11975104 15927238.281250002 274.50953737894702 -0.0015377160161733499 20255633.000000004 5374.5000000000009 -0.0038688066415488494 280.94965108235681 1.1082520690229205 280.38021977742522 -0.00071754679083814996 -0.0024674567393957996 649.50000000000011 2.1293104765071322 2011.5000000000002 283.14540338516241 3546.5000000000005 9672343.0000000019 281.59019088745123 -0.0027606459334492497 -0.0013769143261014997 293.44768142700201 296.36836274464935 200.50000000000003 -0.0021633883006869996 12573313.000000002 98181.990885416686 2018.5000000000002 2016.5000000000002 -0.004926274064928249 250.50000000000003 -0.0070904162712394992 98017.873209635436 282.76673730214446 292.15699354807538 12766977.216796877 2016.5000000000002 284.91852129830255 299.85452854368424 -0.0072488375008105494 901.50000000000011 287.36862401962281 5690.5000000000009 845.50000000000011 155560701.00000003 -0.77673169043329027 2016.5000000000002 96575.472249348953 7673741.0000000009 12743.500000000002 95323.26733398439 2002.5000000000002 -8348.4999999999982 -8203.4999999999982 6295.5000000000009 2017.5000000000002 -4.3505471547444658 737.50000000000011 -0.0021861284039913997 299.85452854368424 238.50000000000003 918.50000000000011 -0.0027100057341157995 13361867.000000002 0.028484735072822755 901.50000000000011 3.8235701918601994 2.1932891763500781 7074.5000000000009 0.057245881527705912 8615.3392421809694 98247.919921875015 -4.1046942075093584 3.6801216006278996 763.50000000000011 -3.8387654622395826 19451424.000000004 5768.5000000000009 4.9198270638783779 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 6 11 7 9 27 23 19 24 42 18 16 22 30 62 -10 50 28 21 32 31 38 43 -2 -11 53 40 63 65 68 -6 36 48 71 -20 49 -19 39 -9 41 -3 -5 -4 -12 46 -41 -24 -13 78 -7 -31 -21 -18 -35 -54 -42 70 -25 66 61 -47 -8 -1 -30 -23 -53 -22 -15 -62 -33 -29 -73 -32 -26 -50 -37 -49 -14 right_child=1 2 4 10 8 17 15 13 12 25 44 33 20 14 -16 -17 26 37 35 52 67 29 47 58 74 -27 -28 34 64 51 73 57 -34 54 -36 76 -38 -39 -40 45 56 -43 -44 -45 -46 60 -48 77 75 -51 -52 59 55 -55 -56 -57 -58 -59 -60 -61 69 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 72 -74 -75 -76 -77 -78 -79 -80 leaf_value=-0.84389512288412183 0.75385092333856107 1.2183623684679761 2.9930545798213188 -0.96688349950604013 0.94755716158731562 -1.071250671117256 0.14044310828943835 0.082794137903161952 3.9222968725931078 0.9093886778927317 -1.6322048030252025 -1.0333421997744388 3.1732417478561405 4.3008898392303214 2.189109251594509 0.81010572901214228 5.132029650932135 -0.54820720137544798 -0.0027133705407337144 0.58927386006754312 3.6930826759338382 4.2083562567244455 4.8181374625726185 1.3173466303570738 0.62880154125458376 1.8486668765445509 3.9229336563970003 2.6392323775796704 0.11693759917538485 2.3147514229906458 2.1241029534545648 5.2812949331183185 2.7198114945958647 0.13118586065573931 4.2580665750018616 0.62084822902794601 2.8649520333517682 0.40957291871366092 1.2093361017537183 4.2129583735374885 0.52729054003796827 2.4832917491627833 -1.2491619095654685 1.7584356987487468 -1.4105445516540449 2.684561756749948 1.0159032583236696 3.026549310211796 -0.18999985972546707 2.7137998300440174 -0.32991628702770215 3.3627338359290335 3.1138394656145216 6.5984376016064239 -0.66491565954630028 1.338317740239479 1.4914866497919828 2.2887611406241497 0.43664524012969602 1.9227416694164277 1.729303205293993 2.0593339148152321 -0.57704225076796833 -0.15125713113741568 0.91845683141178647 3.2100267398768461 6.4290484884510875 0.79294600478137167 2.4656136363744738 3.0589283999849539 3.0111857229942718 0.657230072375387 2.8537730694292711 3.9275248085580223 -0.38803538592295816 -0.58477083918182959 1.3627522164618062 1.7430863803549976 5.1479461175609016 leaf_weight=631 2031 544 299 10169 148 720 928 74 483 1020 10633 1214 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1094 2286 464 994 2557 1351 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=80 num_cat=7 split_feature=20 5 51 20 33 5 75 75 12 5 74 72 28 12 75 51 12 74 64 28 72 75 50 39 2 29 51 75 72 28 34 72 39 5 75 44 62 32 0 27 74 2 72 0 38 39 40 72 72 74 75 28 74 72 12 29 74 20 72 74 32 71 28 12 61 20 74 69 72 4 71 50 68 64 53 44 64 68 2 split_gain=2.2715e+07 3.28695e+06 2.17649e+06 1.01523e+06 556367 471956 443878 397446 315700 313506 301436 320257 277349 267494 259665 213910 212128 166263 145188 142196 127292 104005 108052 98483.5 89397.9 108256 86732.5 97877.5 100698 86701.5 83928.6 82061.2 81411.8 75226.5 74669.6 73897.5 72101.3 71790.4 71650.2 70072.4 69012.8 68289.3 66763.9 66089.2 65595.3 65394.5 65235.1 62861.9 62122.9 62114.9 60495.7 82758.6 60324.7 104005 58541.6 57263.1 55716.4 55020.8 52363.2 51481.6 51159 55550.8 72761.8 50807.1 49656.1 48693.3 48292.7 48027 47459.5 47240.8 47211.6 47090.2 46852.4 45599.9 45563.7 45257.5 44673 43736.5 43036.4 threshold=924.6752019610359 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is_linear=0 shrinkage=0.05 Tree=14 num_leaves=80 num_cat=0 split_feature=20 5 51 20 32 5 5 3 12 12 73 18 13 72 29 29 28 13 20 13 15 3 34 45 56 14 28 31 20 18 20 12 71 14 0 72 3 53 14 29 72 58 73 49 50 2 3 72 43 64 5 43 11 52 53 71 47 34 66 71 38 72 64 64 53 20 20 45 71 73 73 66 20 66 61 49 49 61 38 split_gain=2.05004e+07 2.96957e+06 1.96428e+06 917694 497834 384333 370101 344363 225513 222047 220775 212136 214407 181504 195079 156268 151723 145447 140914 114579 102676 98426.1 96837.9 94222.6 90924.8 88922.5 87955.5 85593.1 84071.2 81087.9 77412.8 77227.4 74484.7 68374.4 68077.1 67058.9 65628.7 62667.5 62374 59782.3 88575.2 59775.4 59555.8 59337.7 59332.1 58622 55994.2 53267.2 51047.5 48802.9 47602.8 47153.6 47004 46560.2 46140 45882.5 45792.4 44770.9 43854.7 43511.9 43435.6 42121.9 42099 41424.4 39798.1 39185.5 39015.9 38898.1 38204.6 37955.9 56063 46289.8 37740 37425.1 55845.5 37311.2 37258.9 37359.7 37144.7 threshold=924.6752019610359 -0.0017779748886822997 -0.090884373988956144 1311.2218310374412 280.14189025333957 -0.00084880087524644989 -0.0029586842283605996 2.7126877506573996 724.50000000000011 661.50000000000011 38.75930000000001 1576.5000000000002 3375.5000000000005 2016.5000000000002 301.67157332102465 304.58467102050787 282.76673730214446 3292.5000000000005 584.11363858872062 3712.5000000000005 6259.5000000000009 2.2632229526837677 292.75899600982672 1.9844296922926554 97373.849441189246 6037.5000000000009 283.25027879079187 286.82647470898104 91.753064109147019 1137.5000000000002 294.34542023970266 832.50000000000011 249.50000000000003 3556.5000000000005 294.03654225667321 2014.5000000000002 -2.776637295881907 -0.0050377398729323985 4316.5000000000009 302.0729554494223 2015.5000000000002 96620.559651692733 40.244050000000009 27648479.000000004 3260551.03665881 1.0924755732218427 4.359389444192252 2014.5000000000002 -4.595399419466653 0.020811118185520103 -0.0040907175280153491 -5.1602708498636867 3329.5000000000005 -0.020100571215152695 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0.81235211262932505 1.3538643909002326 0.83528376980079144 2.5970245665974088 2.4211461714335853 3.0888779151730423 0.6862021161056242 1.1944166947466632 2.3913185305538636 -0.21552565269813401 -0.75957142185047066 0.16886466016701573 1.0383599173756857 -0.72989413235181888 0.060071698590138251 0.87422911051719909 3.3578658533767918 2.5169202179443548 1.3221109620441882 2.8135062004538747 2.8168134210872005 0.52751766280183254 -0.40962330767616434 1.3716405345201492 0.54465955122625265 0.15064599854245497 0.21535451435864919 0.025530673070399038 2.0465722744369184 2.2248388290405274 0.14930084357599407 0.56319639492776818 2.0682721440608685 0.62466009391333321 -0.51365694511175775 -0.38184259337313636 0.98367504547147644 1.5267835766077043 0.7671692495783673 2.2126903720524003 -0.3799176842194158 leaf_weight=421 2015 2836 1813 1067 556 9768 1017 156 737 434 204 902 1004 490 215 114 1539 1245 1464 304 922 76 2042 110 995 800 733 410 6819 54 837 129 144 862 424 22 572 64 370 251 446 108 147 41 458 1200 84 1894 16081 1464 583 2469 642 126 213 82 617 582 294 106 916 200 1301 473 1198 1165 1333 262 1958 1179 104 767 11042 94 368 32 1580 46 3439 leaf_count=421 2015 2836 1813 1067 556 9768 1017 156 737 434 204 902 1004 490 215 114 1539 1245 1464 304 922 76 2042 110 995 800 733 410 6819 54 837 129 144 862 424 22 572 64 370 251 446 108 147 41 458 1200 84 1894 16081 1464 583 2469 642 126 213 82 617 582 294 106 916 200 1301 473 1198 1165 1333 262 1958 1179 104 767 11042 94 368 32 1580 46 3439 internal_value=-8.23403e-06 -0.457503 1.1199 1.38499 0.481372 -0.660681 0.0569922 1.71933 1.59261 1.05028 0.765915 0.872599 1.09452 2.38173 2.75542 1.52763 -0.0754374 1.79214 0.404488 1.32954 0.136796 2.35226 1.26441 1.96608 1.64267 0.856252 -0.476859 0.514931 -0.763346 3.15214 -0.198203 1.63069 0.931146 0.774353 2.0673 -0.0325493 -0.147207 1.64447 1.41195 0.998993 1.35064 2.38076 1.75602 1.22159 0.407869 0.907454 1.15123 -0.194862 -0.710959 -0.0479415 1.40168 -0.514266 0.387073 1.81272 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13511 2477 462 245 1830 1626 4011 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=80 num_cat=0 split_feature=20 51 5 20 34 3 73 5 15 35 53 34 5 5 72 74 5 74 69 45 74 39 26 73 73 71 26 74 73 72 54 69 15 74 43 53 74 49 43 74 72 69 26 72 74 43 62 20 74 59 73 59 20 17 39 0 20 53 34 17 38 72 54 34 59 43 13 61 3 5 17 73 2 39 73 71 53 73 71 split_gain=1.85253e+07 2.54856e+06 1.67302e+06 1.14732e+06 483781 310788 301721 254005 247949 231333 182222 179802 176364 166840 163808 165198 148884 145124 123641 114555 112285 111734 106365 149653 98871.7 93676.9 88768.7 118906 87796.6 87558.9 87141.4 80075.3 79908.1 78181.2 77986.4 74409.3 82060.6 92156.9 82203.4 73567.7 80389 99766 71322.9 68444.9 67645.4 69130.3 75567 64915.7 64678.3 75578 62548.8 62464.1 60520.4 59334.8 58337.2 57245.5 56856.7 56557.4 53294.5 53160.6 53100.1 52923.9 74276.7 52898.6 51866.3 57739.1 51679.2 50449.1 49930.3 46771.7 46488.7 47108.4 46426.7 47851.5 45278.5 44893.4 44666.6 44579.8 44484 threshold=803.81898258955744 -0.090884373988956144 -0.0013881926424800998 1311.2218310374412 291.97563807169604 2.7126877506573996 40.244050000000009 -0.0024247029796242493 4643.5000000000009 3.5750789687683695 -0.0039085964672266995 293.44768142700201 -0.00051061203703279992 -0.0041261124424635991 2016.5000000000002 -96.454899999999995 -0.0038986681029199994 -87.327049999999986 10223.500000000002 2.4207979819210297 -87.327049999999986 2.1943812568982444 297.72205715179444 40.244050000000009 45.657400000000003 186.50000000000003 292.76165171729195 -95.815899999999985 45.657400000000003 2013.5000000000002 -0.0012863357551395496 10573.000000000002 1128.5000000000002 -90.580649999999977 -5.1846536397933951 -0.0070904162712394992 -92.132999999999981 24104288.000000004 -3.0853872895240779 -89.845449999999985 2016.5000000000002 12743.500000000002 300.27289528316925 2016.5000000000002 -87.327049999999986 -5.3510923385620108 0.042121348675017552 1095.9192007756953 -92.132999999999981 98054.88305664064 39.170100000000005 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554 1787 424 83 4488 2810 1505 1538 176 736 678 2796 1384 1703 1308 2024 1055 1514 6690 2760 1211 1868 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=80 num_cat=6 split_feature=46 12 5 13 5 51 45 29 75 28 29 75 31 4 5 5 4 75 11 4 72 72 58 5 29 58 5 14 29 5 39 29 75 70 4 58 29 49 75 62 71 46 4 39 4 6 12 72 14 10 14 55 50 14 48 56 62 43 71 71 4 72 56 55 72 28 65 28 2 75 5 48 71 27 29 57 12 29 13 split_gain=1.57698e+07 2.61399e+06 1.3401e+06 1.13755e+06 956441 370483 369041 313039 295368 291378 259921 237269 217035 178368 176737 157543 155956 149544 128537 124572 126153 123769 119678 117143 105243 104363 103244 103024 75644.7 73234.4 66791.4 68766.5 64679.2 61774 61410.3 60979.1 60973.2 69093.4 59485.3 58257.9 57516.4 56841.2 55438.7 54699.6 53005.2 52766.2 52653.8 52139.3 51747.9 51336.4 50900.3 50803.8 53195.5 49889 54579.6 49801.3 47825.5 46369.3 46120.5 45216.8 44984.9 63692.6 44814.7 44522.7 42701 42095.1 41994.4 41171.5 41890.4 40962.8 66459.8 56022.8 52997.7 40392.3 40303.3 39093.9 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528 1122 2106 1721 1075 1759 1212 3070 1923 1188 1147 1882 547 500 4368 3547 2084 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=5 1 5 24 72 66 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=80 num_cat=0 split_feature=20 5 32 4 32 49 5 74 74 48 14 34 51 72 74 5 5 14 74 14 5 44 32 48 17 33 74 74 71 72 17 74 74 73 72 73 52 74 68 72 73 5 74 72 69 5 55 5 3 72 49 11 4 69 65 30 74 69 72 69 51 17 34 57 74 48 72 74 53 45 65 16 58 58 47 74 57 55 38 split_gain=1.51595e+07 2.19303e+06 1.45442e+06 666280 427268 320628 255349 211264 238374 220495 204757 152639 143219 130128 180634 128736 121620 114820 113821 109541 101147 111560 94237.4 93475.9 91459.8 87533.1 81750.6 81478.7 80933.9 79536.9 73457.4 70044.6 68886 72870.1 66807.3 66366.9 87645.5 65763.5 65673.4 92712.7 78015.9 71830.7 63738.5 62736.1 61816.4 60358.1 55992.2 55327.5 55099.4 54901.4 53655.1 53468.9 50891.9 50260.1 50060.6 49661.6 46724.3 46074.6 46044.1 45140.9 43711 43431.9 43306.4 43237.9 43072.2 42972.6 42593.7 42308.4 42141.6 41831.2 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0.0010305201236843504 -0.0012528081424533499 5.9163248538970956 2014.5000000000002 23701436.000000004 2932.5000000000005 15551531.000000002 14050.000000000002 0.0038276752589737504 3.8331575965292464 -91.646349999999984 10119.500000000002 2014.5000000000002 10514.000000000002 -0.12776781897991893 3204.5000000000005 290.58727391560882 99241.007556733632 -96.454899999999995 8611071.0000000019 2018.5000000000002 -89.423949999999991 -0.0068831890821455998 1.682487392578633 0.0029458974206779506 2697.5000000000005 97154.451660156265 97291.793131510436 112138523.00000001 -89.845449999999985 98823.335844494068 0.00071383262982640009 -2.7366333007812496 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 4 10 49 45 19 8 12 74 11 13 34 14 23 -15 30 22 20 25 21 26 -8 -4 48 51 38 47 -18 -28 66 -20 33 -19 -5 36 63 44 57 41 -41 -40 -21 -37 58 56 -13 -7 64 -2 -36 -1 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2.4783157071600108 23419079.000000004 2592781.0000000005 2477.5000000000005 10119533.000000002 236.50000000000003 3607611.0659944792 7724311.5585937509 96091.571765718007 464930057.57812506 -1.9423096208345318 96756.663292100697 -87.327049999999986 0.022133119644276854 0.16345921173692624 97946.05834960939 45.944300000000005 8615.3392421809694 25755822.000000004 97846.561450195339 -1.6732902526855467 295.33921432495123 98017.873209635436 -4.4421767791112261 39.105600000000003 99140.534128146726 228.50000000000003 10119533.000000002 0.09792359670003252 287.60999870300299 -96.454899999999995 7094199.0000000009 0.013159462704702902 -3.5103877385457349 39.048250000000003 98468.879720052093 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 8 9 15 12 18 19 11 14 29 20 22 -7 -5 48 65 28 39 21 57 37 33 -10 43 36 34 67 -3 -20 44 51 -15 -19 -30 -9 50 47 45 41 42 -31 59 -21 -2 -36 -24 -17 -12 -14 -11 -23 -44 -46 56 -37 -6 -8 61 -61 63 -63 64 -16 -1 -35 -4 69 -33 -71 -42 -34 -18 -22 -62 -40 -49 -69 right_child=1 4 7 5 6 10 58 26 24 32 49 -13 13 23 25 16 73 27 30 31 74 52 38 -25 -26 -27 -28 -29 35 40 -32 68 72 66 46 55 -38 -39 76 -41 71 -43 53 -45 54 -47 -48 77 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 60 75 62 -64 -65 -66 -67 -68 78 -70 70 -72 -73 -74 -75 -76 -77 -78 -79 -80 leaf_value=-0.72285470071413382 -0.51554440203167151 -0.031792577706566717 -0.49414808897150531 1.339077946658658 0.27087656141560651 0.64200874898062477 0.35843663668570058 -0.28764514484331211 -0.23982677781359496 -0.69936816322057926 0.48594781160354616 -0.21974097563054196 1.5642312807883911 0.63548434752909866 1.07880600378137 2.0645015663588149 2.8823404337882996 -0.52543132756681277 0.11114276820718144 -0.080701199391993092 0.22176697736399043 2.5207357707776521 0.48729992046656589 0.37113343459832204 0.43446028793053276 0.33693309703043534 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0.65580966420298381 -0.083406148681734335 0.57206319757309998 leaf_weight=7177 63 1030 148 674 725 623 1718 5635 526 721 756 1596 499 122 746 956 500 4254 1355 41 225 38 630 154 2683 168 4699 5556 485 30 947 1506 144 143 475 3099 1665 1203 166 246 1166 238 32 99 90 369 5697 34 613 1417 950 1533 1173 1606 373 792 1115 84 1348 42 81 322 74 574 1838 17616 519 484 24 754 108 1237 122 208 206 590 1408 229 739 leaf_count=7177 63 1030 148 674 725 623 1718 5635 526 721 756 1596 499 122 746 956 500 4254 1355 41 225 38 630 154 2683 168 4699 5556 485 30 947 1506 144 143 475 3099 1665 1203 166 246 1166 238 32 99 90 369 5697 34 613 1417 950 1533 1173 1606 373 792 1115 84 1348 42 81 322 74 574 1838 17616 519 484 24 754 108 1237 122 208 206 590 1408 229 739 internal_value=-1.09608e-05 0.688703 -0.423583 1.08806 0.364644 1.37844 0.608625 -0.160002 0.647927 0.0659849 1.15778 0.199509 0.757079 0.881031 1.31075 1.92655 2.10045 -0.560386 0.0436505 0.938831 0.450765 0.592095 0.781115 1.42631 0.323935 1.40263 -0.315537 -0.461327 -0.0504799 0.324837 0.324242 1.06152 -0.301472 1.63358 -0.384426 -0.130101 -0.214182 0.985174 0.561753 0.414788 0.410083 0.601412 0.495549 1.44364 1.55407 0.740438 -0.28724 0.254802 1.85077 0.794756 1.18879 -0.383708 0.887671 0.454598 1.69884 -0.180275 -0.118014 0.149644 0.196671 1.46922 1.1291 1.53745 2.07692 1.4698 1.38604 -0.624242 1.81752 0.268412 0.957735 0.937684 0.673552 0.258326 0.395367 2.65374 -0.211621 1.02175 0.7359 -0.302133 0.360693 internal_weight=100031 38093 61938 17064 21029 10281 11574 21163 6783 9455 7330 6935 8508 6057 5157 2951 2277 40775 9164 3574 2451 2020 5119 938 3209 4534 11999 15982 6862 5339 2302 2896 2520 784 10426 5491 7300 2652 2467 678 4309 1906 1668 4366 504 432 6172 893 1569 2173 1449 2254 1211 1638 463 5006 4214 809 3066 4267 713 3554 396 3158 2584 24793 662 1371 2392 2368 862 2403 266 708 431 671 1574 263 1223 internal_count=100031 38093 61938 17064 21029 10281 11574 21163 6783 9455 7330 6935 8508 6057 5157 2951 2277 40775 9164 3574 2451 2020 5119 938 3209 4534 11999 15982 6862 5339 2302 2896 2520 784 10426 5491 7300 2652 2467 678 4309 1906 1668 4366 504 432 6172 893 1569 2173 1449 2254 1211 1638 463 5006 4214 809 3066 4267 713 3554 396 3158 2584 24793 662 1371 2392 2368 862 2403 266 708 431 671 1574 263 1223 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=80 num_cat=0 split_feature=20 5 51 20 32 5 5 3 12 13 13 12 56 18 14 14 28 28 6 33 61 18 14 20 51 29 27 29 5 46 53 68 48 27 62 28 53 32 56 33 2 48 6 19 39 3 11 2 0 13 68 4 41 53 29 39 14 0 68 53 6 54 63 38 4 58 39 41 5 53 38 62 58 56 56 4 2 48 20 split_gain=1.12236e+07 1.68824e+06 1.08777e+06 507449 274383 240163 200106 189246 172063 127043 113976 152487 131854 113007 93167.8 92724.2 92413.5 89749.8 82823.5 75586.3 75095.9 68819.6 65621.1 65424.4 62837.5 64081.1 62429.8 59759.6 63150.5 70810.7 56002.8 54146.8 51589.1 68101.5 50814.6 50804.4 50302.7 46801.7 46729.3 44414.6 44306.4 43345.5 42963.4 42672.5 40921.8 40466.5 39982.8 39329.1 37874.4 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98716.229994032125 274.50953737894702 2.1583439509073901 7192568.0000000009 97791.740152994826 1.0000000180025095e-35 2.1943812568982444 -3.9622254769007359 3367.5000000000005 3.7821705341339116 302.75593217213958 3928.5000000000005 -9068.4999999999982 9484104.0000000019 -0.54852767719162832 -0.0046657272614537984 306.32590770721441 1.8505862553914392 2445.5000000000005 302.21833960215253 -8286.9999999999982 -0.0039085964672266995 95180.786946614608 -0.0014311494305729497 -1.6391282997574305e-08 -1.2551700274149575 15836122.083984377 97163.63549804689 1.888495763142904 0.80808358457353402 -0.0049775904044508492 -0.0045493729412554992 -3.3416266838709512 0.0033097072118070505 95200.63940429689 98987.00610351564 96079.958732096376 4178846.0000000005 2.4947427908579511 4465342.0000000009 1585.713585429364 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 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internal_count=100031 71412 28619 20325 8294 51977 19435 7485 12840 5814 5361 2702 1364 6657 5534 13901 11038 1111 2634 3732 647 828 7026 35778 5546 3538 1016 6226 4741 2536 2390 1485 2008 1840 7093 16199 437 3240 1802 2240 1401 823 610 3494 717 3591 2659 2771 428 242 579 25777 13787 1395 1774 1338 1104 2605 492 2933 455 445 2205 1618 3945 940 1610 65 1545 164 2534 940 1130 2863 2517 12562 3180 2412 889 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=80 num_cat=7 split_feature=32 4 4 4 34 59 75 32 75 75 29 75 71 63 72 50 4 72 72 48 53 4 65 49 56 49 75 14 29 39 72 28 39 75 56 2 43 56 75 32 3 49 74 69 39 45 48 39 41 49 30 70 56 2 48 29 50 69 43 52 43 65 63 50 49 15 74 4 28 43 71 40 39 58 57 40 26 51 74 split_gain=9.63798e+06 2.06549e+06 1.09055e+06 356845 299705 300865 315282 279462 236495 183531 167728 159349 159280 148097 140094 131111 119874 119125 117205 111042 109467 105147 104091 95875.7 95089.1 92298.2 119538 116503 81323.6 81089.9 76487.2 72191 70664.1 70626 68543.7 66603.2 64236.8 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3522 2118 411 697 1622 240 internal_count=100031 34523 65508 22067 9265 20022 12456 14076 12802 8368 3032 45486 5112 4153 5022 7913 15609 5336 3180 2769 839 5946 1250 4543 3456 3046 1932 1236 9054 4696 1930 532 29877 1148 3360 2463 1354 2514 1976 4434 3870 2559 364 976 940 1125 3780 410 1175 451 4133 953 3180 2531 1290 528 212 2215 2423 2302 173 26587 867 715 9467 851 3260 2082 1822 1178 3521 785 168 3522 2118 411 697 1622 240 cat_boundaries=0 1 2 3 4 5 6 7 8 cat_threshold=5 1 5 13 12 64 64 64 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=80 num_cat=4 split_feature=20 20 34 4 32 75 50 32 73 73 50 53 75 59 73 75 48 75 20 45 12 74 31 74 58 65 4 3 59 44 66 13 62 4 3 62 29 44 74 39 73 29 63 49 40 29 34 39 64 61 48 74 0 34 59 49 29 15 27 68 12 39 58 7 61 39 53 73 73 54 71 12 44 12 13 73 63 68 38 split_gain=7.48935e+06 1.38876e+06 584094 312246 271373 232721 190217 166829 131829 286326 125162 101850 95405.9 99324.6 93602.1 91257.3 100007 77256.4 76575.4 75148.4 73040.4 71404.9 65726.1 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4146 1859 719 1024 436 383 800 1869 2057 1696 9868 260 367 1463 2305 547 1436 2560 1842 718 2341 1974 1723 1489 1909 260 885 133 948 internal_count=100031 74949 25082 17460 22057 52892 18099 7622 11360 4973 6387 6100 13349 12921 965 5464 5028 8708 34793 2133 5135 2182 1906 3156 4250 2785 8231 3873 276 2243 604 501 1693 8671 864 2840 280 1262 1921 3372 1102 5552 4426 7244 1147 16271 4205 2457 2270 1748 4146 1859 719 1024 436 383 800 1869 2057 1696 9868 260 367 1463 2305 547 1436 2560 1842 718 2341 1974 1723 1489 1909 260 885 133 948 cat_boundaries=0 1 2 3 4 cat_threshold=5 64 64 5 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=80 num_cat=8 split_feature=51 4 4 32 14 75 74 74 33 32 71 33 75 63 62 74 39 50 32 2 75 4 71 75 72 66 28 74 3 75 16 69 75 71 72 56 75 73 74 46 74 14 74 60 74 73 72 74 72 72 2 29 39 64 54 56 4 75 74 73 34 69 71 31 70 62 4 74 50 34 74 74 71 72 35 74 62 2 62 split_gain=6.47937e+06 1.41268e+06 624646 347482 248447 215912 208879 290636 167279 132066 131664 124481 115189 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20 75 3 75 5 18 26 33 33 75 75 4 15 13 5 28 5 18 20 34 35 3 15 3 5 33 46 0 32 2 74 74 75 73 26 60 75 34 73 73 73 73 18 73 28 34 7 28 73 5 49 74 75 73 74 44 16 53 55 56 60 39 38 75 33 65 65 38 2 11 73 16 75 2 30 73 split_gain=4.52109e+06 683732 435139 389313 199574 124210 105802 109269 102153 95013.1 94795.6 71280.5 71232.4 69995.7 67981.8 66945.4 78635.2 64138.9 61382.9 57267.7 54034.2 52018 48639.4 47034.2 45693.4 45391.2 44591 43316 43147.9 45430.8 41419.7 39819.1 37142.7 35959.8 42907.3 117016 35267.4 34986.4 34434.6 34276.1 34140.3 33716.9 41390.1 43334.8 50104.3 37836.4 33501.4 40913.4 62917.1 37219.5 33580.4 33249 40203.4 33030.5 31498.8 68670.4 31432.6 42432 31320 31316 31303.6 30941.1 29988.5 29888.1 29218.1 29197.5 28437.9 28431.2 28265.5 28165.8 28079.3 27985 30934.4 27903.8 27308.2 27120.9 26945.4 26552.4 32128.7 threshold=803.81898258955744 -0.080632440745830494 -0.0013881926424800998 1311.2218310374412 0 2.7126877506573996 1 -0.0039312136359512485 1117.5000000000002 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5 28 5 75 74 5 75 16 74 54 5 72 75 29 72 47 5 53 74 75 43 73 72 35 74 56 69 74 38 71 49 16 56 74 54 58 19 35 29 26 69 15 75 2 73 53 72 34 49 47 29 75 74 73 15 53 2 74 36 72 56 58 70 73 73 72 3 49 26 35 38 60 34 3 72 split_gain=4.08692e+06 825352 336895 186950 183234 129347 127283 120991 215376 111481 112224 103898 93144.3 92636.7 77445.9 69671.1 66687.3 64274.1 116664 63009 54849.1 54833.9 54480.5 65605.8 54439.9 53302.8 50857.4 49609 49236.6 51583.1 75846 49062.5 47563.4 51150.8 44450.7 42849.1 41741 41422.9 40915.4 39138.3 38290.2 38056.1 37597.4 37176.4 36647.6 36596.2 36372.5 36067.1 35768 35297.5 35278.8 34992.5 48876 34733.2 34632.3 34091.8 37768.2 33699 33342.4 33220 37969.7 32822.5 34354.6 32235.1 38727.1 34985.5 31953.4 31661.8 31295.6 30610.9 30503.7 30017.4 29689.4 29372.6 29338.4 31999.8 29043.9 28602.2 28485.1 threshold=1007.1897137598579 -0.0019314507953821999 292.4240334828695 0 -0.0044682873412965991 280.39572302500414 -0.0032988889142869997 1 -93.089299999999994 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shrinkage=0.05 Tree=31 num_leaves=80 num_cat=4 split_feature=20 5 34 4 75 18 5 4 74 74 5 32 74 75 72 68 18 43 32 75 72 5 74 38 63 3 28 75 5 73 64 13 26 72 74 3 74 0 43 57 34 64 13 43 28 74 72 74 72 72 29 43 34 20 74 51 69 64 28 34 73 4 29 29 73 73 73 74 69 73 56 68 14 48 72 72 43 34 73 split_gain=3.68864e+06 744976 303918 178820 168753 126814 114973 105599 89340.5 201385 91594.9 88748.1 84062.7 76077.9 62878.2 61773.3 60818 59428.8 56225.2 55481 65232.8 58735.1 55112.5 53588.4 53538.1 51383.2 48155.3 48106.3 50188.6 48105.8 47818.7 47617.3 45361.4 45167.3 58176.6 44844.8 44261.9 40943.5 40506 39162.6 39109 42766.7 37328.3 36985.1 36546.8 36232.6 62370.4 40569.6 36206.4 36056.4 35074.4 34687.2 34077.8 34061.2 33465.3 33386.8 33186.6 33017.4 32308.2 32137.1 32068 31715.5 31211.6 30196.8 29918.7 29581 29384.7 29276.3 32563.5 28244.3 27375.8 30926.3 27173.3 27140.9 26755.7 26708.1 26415.5 26390.1 25998 threshold=1007.1897137598579 -0.0019314507953821999 292.4240334828695 21358428.000000004 0 745.50000000000011 -0.0032988889142869997 7816259.0000000009 -96.58799999999998 -95.191399999999987 -0.0033476082608102993 279.85244737352645 -92.132999999999981 1 2016.5000000000002 -10957.499999999998 1727.5000000000002 -3.8791937033335362 285.78558976309643 2 2004.5000000000002 -0.0040585114620624993 -91.090049999999977 -1.7398516337076819 -5.9605547164665032e-09 2.8693407177925114 280.39572302500414 3 -0.00033722305670374992 44.692800000000013 0.058819858729785603 1773.5000000000002 287.66137144300677 2020.5000000000002 -92.174649999999986 1.8250316778818771 -89.845449999999985 286.65871270497649 -2.4959421952565504 99279.112339564759 294.74327468872076 0.055935597077024106 3878.5000000000005 -1.7243641217549641 283.43461672465008 -94.140249999999995 2016.5000000000002 -93.089299999999994 2020.5000000000002 2016.5000000000002 303.20988686879485 -5.220144271850585 286.8489564259848 598.51678015848472 -93.065049999999985 -0.14176496770232913 10567.500000000002 0.035077940085415059 268.45377985636395 292.0220874150595 44.692800000000013 17805112.000000004 305.88273080190021 299.44505564371747 39.048250000000003 46.726400000000005 41.172400000000003 -92.132999999999981 10273.500000000002 39.091600000000007 96928.131439887162 -8325.4999999999982 9052.5000000000018 3025714.0000000005 2018.5000000000002 2018.5000000000002 -4.6263897021611529 296.21390374501556 44.412400000000012 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 8 6 37 36 27 24 17 23 -2 14 31 18 38 25 51 64 20 -13 30 62 33 -4 55 74 -3 78 69 44 58 -15 39 -35 -19 52 -6 -5 43 48 -42 77 45 63 46 -11 -47 70 61 -33 -10 54 -28 -1 -17 -25 -54 -9 -46 -32 -37 -12 65 -8 -21 -53 -23 -69 76 71 -26 -55 -31 -7 -14 -16 -27 -29 right_child=2 7 3 15 5 26 12 13 9 10 22 19 75 32 29 16 -18 35 -20 21 -22 67 -24 56 40 42 53 28 -30 73 60 50 -34 34 -36 49 -38 -39 -40 -41 41 -43 -44 -45 59 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1112 2297 113 2535 401 783 114 310 62 506 192 83 3048 186 186 502 774 2202 74 358 78 782 624 912 180 28 4207 leaf_count=369 2158 11056 62 176 587 2759 92 275 47 270 1358 124 1306 13520 26 619 492 1153 1167 1274 312 1236 1318 1078 28 364 1184 7194 7905 308 126 7231 2053 122 242 320 142 1220 210 77 324 28 337 424 475 194 62 3177 32 226 103 440 1112 2297 113 2535 401 783 114 310 62 506 192 83 3048 186 186 502 774 2202 74 358 78 782 624 912 180 28 4207 internal_value=5.68823e-06 -0.175639 0.524859 0.639854 0.0746134 -0.0939102 0.192093 -0.274936 0.541878 0.578636 0.46124 0.261435 0.116354 -0.194859 0.0391625 0.901185 0.954682 0.942289 0.167058 0.368657 -0.172389 0.415091 0.228524 0.571613 0.0634044 1.02104 -0.191138 -0.336377 -0.288089 -0.118312 0.586673 -0.0662263 -0.258443 0.486918 -0.0473992 1.06781 0.49422 0.279092 0.294845 0.533182 0.167579 -0.234812 1.39936 0.512337 0.648617 0.461688 -0.0366838 0.510771 0.455469 1.30388 -0.0949053 0.531026 0.442993 -0.0627462 0.0676119 0.933597 0.833199 0.538473 0.47277 0.926365 -0.180381 1.45699 0.0264098 0.507313 0.0569249 0.560052 0.629383 0.244889 0.412886 -0.243063 0.568598 0.737485 0.0464682 0.157284 -0.326209 0.387984 -0.802926 1.06762 -0.22111 internal_weight=100031 74949 25082 17460 21291 8749 12542 53658 12699 11793 8915 7622 10023 23296 7805 4761 4375 2878 4307 5464 436 5028 2868 6047 906 3883 6942 30362 19306 3498 2516 7723 15573 4568 364 2205 2519 1807 386 4204 844 352 729 4127 2328 3703 332 3371 492 1052 7334 673 2377 3559 482 3154 1479 1895 389 785 188 826 1550 1543 3140 1460 626 2512 1276 2408 460 386 2375 1090 3383 2218 206 392 11401 internal_count=100031 74949 25082 17460 21291 8749 12542 53658 12699 11793 8915 7622 10023 23296 7805 4761 4375 2878 4307 5464 436 5028 2868 6047 906 3883 6942 30362 19306 3498 2516 7723 15573 4568 364 2205 2519 1807 386 4204 844 352 729 4127 2328 3703 332 3371 492 1052 7334 673 2377 3559 482 3154 1479 1895 389 785 188 826 1550 1543 3140 1460 626 2512 1276 2408 460 386 2375 1090 3383 2218 206 392 11401 cat_boundaries=0 1 2 3 4 cat_threshold=13 5 64 82 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=80 num_cat=6 split_feature=5 5 33 33 33 12 12 5 72 75 74 73 18 59 62 74 75 5 75 13 73 50 40 0 44 47 53 64 18 75 50 74 29 40 43 75 72 5 72 72 29 45 15 15 73 72 26 46 13 2 5 2 74 75 59 59 39 0 48 74 33 56 72 33 0 68 12 0 73 73 73 68 2 55 2 7 12 6 64 split_gain=3.22858e+06 632456 269809 229955 173184 133174 124774 122659 109458 90889.8 91184.6 103990 85639.6 80151.4 76304.5 73039.2 70426.7 69916.1 67161.4 66583.4 62294.9 53485.3 47323.2 46332.3 44362.7 42854.8 42591.7 41282.3 40588.5 40446.5 46037.9 40308.5 38686.9 38440.2 37678.5 52171.1 37127.6 36533.2 36375.5 54441.2 37438 36318.3 35924.2 35433.1 36580.9 71870.3 35261.2 35075.7 34757.3 33827.9 33645.8 33265.8 33177.4 61837.1 60148.5 47145.3 35451.8 32642.5 31424.1 31271.2 36669.6 29780 30050.3 29760.5 36951.8 29440.8 29114.9 29031.2 28980.9 28750.4 28614.6 28863.3 28152.7 27292.9 27281.5 26267.3 30852.6 27604.1 26207.6 threshold=-0.0022110105492173997 -0.0038688066415488494 280.38021977742522 280.84282112121588 283.65806865692144 2119.5000000000005 947.50000000000011 -0.0011418196372687498 2011.5000000000002 0 -92.132999999999981 46.158300000000004 877.50000000000011 98075.231933593765 0.011871382922491203 -96.454899999999995 1 -0.005283966194838249 2 3584.5000000000005 44.692800000000013 2225468.631796652 2.27941618886249 300.80502001444506 3.0766609112421675 141392301.00000003 -0.0070904162712394992 0.017825338815157403 570.50000000000011 3 1750458.9413925984 -91.090049999999977 293.30201530456549 1.4466510622637616 -4.3505471547444658 4 2004.5000000000002 -0.0049775904044508492 2015.5000000000002 2014.5000000000002 299.3913300832113 1.7155504596102122 4839.5000000000009 8500.5000000000018 45.657400000000003 2005.5000000000002 300.5374993006389 559194359.00000012 4157.5000000000009 1.9235693613688156 -0.0031698071397840495 1.1092179020245874 -92.132999999999981 5 98017.873209635436 99919.853190104172 2.8554122646649689 291.7330910364787 5926914.9062500009 -93.080549999999988 268.68062114715582 98679.379980468759 2012.5000000000002 283.82370440165209 296.53366152445477 -8111.4999999999991 1005.5000000000001 285.71630160013837 44.721550000000008 40.244050000000009 44.692800000000013 -8242.4999999999982 -1.5882160266240435 0.0006485155034150501 0.37808736165364593 0.0023389432396445004 587.50000000000011 97477.825113932297 0.017148105800089252 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 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 9 7 6 13 19 16 15 12 14 50 67 18 20 25 51 -6 57 27 59 65 26 -20 -22 -5 41 74 -13 30 -9 48 -18 73 49 36 -36 -35 39 75 66 -19 52 44 45 -7 63 -21 72 -8 -12 -2 54 55 56 78 -37 -4 -33 60 -11 62 -14 64 -28 -10 -40 -3 -26 -47 -56 -72 -15 -29 -1 76 -16 -77 -54 right_child=3 2 5 8 17 43 34 29 21 10 11 28 61 31 38 -17 32 22 23 47 24 -23 -24 -25 68 -27 46 33 -30 -31 -32 58 -34 37 35 42 -38 -39 40 -41 -42 -43 -44 -45 -46 69 -48 -49 -50 -51 -52 -53 53 -55 70 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 71 -73 -74 -75 -76 77 -78 -79 -80 leaf_value=-0.11683917502870136 -0.092594997328861645 -0.15653412064643413 0.39708524652889798 0.844629483626679 1.3807125090385011 0.90141177855311716 -0.13688485403714096 -0.3783910907554438 0.18480575377978978 -0.38666712258144303 1.0102343132534315 0.57436624719615448 -0.25967544421740812 -0.30826403456165435 1.2430281569217814 0.23047819927863628 -0.28973831515594572 0.43945441217649556 0.29367887337623994 0.64652645715708046 1.27725522958097 -0.25493802176403013 -0.150691841065418 1.1729099197768729 -0.24837570113164409 2.4373293005901839 0.80916870862245571 1.1397891472844246 -0.047839293199924221 -0.38278859021422523 -0.23246006389780632 1.0240328902053455 -0.10690188437159492 1.1084091177393542 0.39374547724435538 0.28250519911448163 -0.63447516312442942 0.59797473637326226 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186 524 271 716 420 710 1521 166 1266 706 287 1103 2168 62 775 684 48 144 1061 862 516 443 1970 676 2971 76 71 1104 1007 420 932 114 64 2049 935 466 443 1194 174 256 leaf_count=371 3742 369 175 516 587 418 772 7249 126 867 473 332 995 235 58 796 6957 84 807 1104 84 1039 128 184 378 46 100 103 1245 11150 21241 378 4953 508 153 90 206 1131 320 186 524 271 716 420 710 1521 166 1266 706 287 1103 2168 62 775 684 48 144 1061 862 516 443 1970 676 2971 76 71 1104 1007 420 932 114 64 2049 935 466 443 1194 174 256 internal_value=3.30405e-06 0.348159 0.197003 -0.231759 0.609817 0.391627 0.497382 -0.252547 0.228729 0.0602265 0.14827 0.370207 -0.112948 0.532078 0.0442193 0.538591 -0.143592 0.872884 0.774862 0.647703 -0.160765 -0.111718 0.794355 0.452362 0.18429 0.974993 0.827334 0.509573 0.0831513 -0.301528 -0.269496 0.404257 -0.213523 0.6054 0.295029 0.378039 -0.190945 0.756181 0.182889 0.329637 0.0280816 1.34783 0.446346 0.16496 0.215918 0.295389 0.771561 0.852509 0.30486 0.0354176 0.657446 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3147 176 197 1424 1376 798 2453 862 178 2284 1038 837 1869 1252 617 318 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=66 5 3 25 64 13 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=80 num_cat=7 split_feature=20 20 13 12 51 75 3 49 51 18 11 75 62 75 2 27 18 66 56 45 14 2 68 20 12 2 2 75 73 18 49 4 29 49 18 75 3 45 51 62 29 14 33 3 7 35 2 36 57 0 38 48 73 62 51 29 75 59 29 29 73 73 53 2 73 59 75 12 30 11 61 56 49 73 73 7 53 28 56 split_gain=3.01457e+06 566095 258681 262937 125443 124823 106166 92650.1 90049.4 74088.5 73331.4 72260 55422.7 71380.5 53097.9 52929.7 47691.5 44162.3 43891.4 42603.3 42349.6 42006.3 40808.7 50496.5 40099.3 39002.3 38412.7 36818 35143.8 34889 34860.4 36738.8 34428.3 33655.1 32836 32733.6 31939.3 31640.5 30917.5 30568.3 30314.1 29784.3 29496.2 27717 27255.5 26330.2 26169.3 25818.8 25320.1 30115.5 25256.1 26462.2 41654.9 25031.7 24557.2 34017.3 24002.9 23712.2 23253.7 23193 23152.5 31099.7 34598.7 22939.3 22800.7 22460.1 22093.2 22056.2 21802.5 21775.6 21706.3 21600.1 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23155.9 23083.2 22973.1 22914 22873.3 22860.7 25400.6 22523.1 22486.7 22353.4 22286.3 22285.9 threshold=1007.1897137598579 552.47148204584244 142.50000000000003 750.50000000000011 3546.5000000000005 -93.089299999999994 -0.079173377715051133 0 2840829.8314973018 1 2960.5000000000005 2922.5000000000005 198.50000000000003 -0.0070904162712394992 1109.6833333333336 -92.132999999999981 2 -8665.9999999999982 0.937463124593099 4131.5000000000009 -89.845449999999985 -96.454899999999995 0.50472036997477232 1239.8500000000001 2.786722501118978 3123.5000000000005 3 267.50000000000006 1153.5000000000002 274.96894709269208 44.412400000000012 40.244050000000009 5162776.5722656259 -3.3010899225870767 265.50000000000006 5807.0000000000009 6953618.0000000009 2004.5000000000002 -0.13779761269688598 3267.5000000000005 292.55493005116784 -92.174649999999986 98553.989596896732 2020.5000000000002 4.9887952804565439 3434.5000000000005 211.50000000000003 2004.5000000000002 394.50000000000006 3.5867825349171958 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532 597 1226 355 232 96 1848 312 36 1556 54 9171 1052 205 3068 562 259 3375 304 338 755 115 2977 2637 40 2295 2993 1858 5168 70 835 48 26 36 973 203 2222 612 44 688 198 322 684 56 919 224 1983 1315 883 179 5406 36 112 42 264 360 134 1368 615 380 597 608 28 1336 122 312 179 leaf_count=4252 634 227 72 559 365 961 587 20454 496 368 1431 1190 532 597 1226 355 232 96 1848 312 36 1556 54 9171 1052 205 3068 562 259 3375 304 338 755 115 2977 2637 40 2295 2993 1858 5168 70 835 48 26 36 973 203 2222 612 44 688 198 322 684 56 919 224 1983 1315 883 179 5406 36 112 42 264 360 134 1368 615 380 597 608 28 1336 122 312 179 internal_value=7.60165e-06 -0.150839 0.450763 0.511074 0.626265 0.801591 0.0513226 -0.235145 -0.133717 0.174942 0.361356 0.399063 0.636429 1.12551 0.0640501 0.227912 0.64069 0.0480299 0.201793 0.49782 0.394194 0.681744 0.433815 -0.287786 -0.0180812 0.450004 -0.0525083 0.0685221 0.196417 -0.117931 0.125842 0.220425 0.528877 0.106411 -0.0589908 0.0277788 -0.188509 0.0379292 0.319533 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25622 2633 3063 580 66 2808 2460 430 2526 1617 656 724 294 394 1246 1487 1775 1450 2053 2459 1144 261 9658 782 148 865 306 1279 721 2242 1983 2228 1802 1205 207 4404 434 348 294 cat_boundaries=0 1 2 3 4 cat_threshold=5 64 73 1 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=80 num_cat=5 split_feature=20 5 5 33 75 3 33 49 75 62 43 66 59 20 73 29 26 73 5 14 59 73 2 2 75 74 75 59 28 59 73 47 5 72 66 64 73 73 74 60 60 31 39 64 71 69 72 72 2 4 69 44 34 54 73 69 64 39 44 18 64 61 28 75 74 62 62 5 61 73 43 29 72 60 48 5 72 73 26 split_gain=2.46015e+06 395614 247122 239904 133817 128354 126199 76048.4 88308.3 74058.8 60318.7 57923.8 56841.7 54530 52792.7 106193 60028.5 46478.8 61839.4 46418.1 45353.1 51079.6 43904.9 43897.6 42664.5 42406.8 110179 63339.1 60724.4 56025.7 43623.4 42191.6 42168.1 41903.6 44667.3 42613.1 41086.7 44228.2 65051.8 43510.1 40779.6 38788.2 38571.4 37380.7 36772.5 41713.5 36764.3 52416.6 36539.5 33638.7 33622.9 33519.1 33342 33113.9 32986.2 32814.3 33346.2 31832.1 31357.4 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7520 29675 28728 7028 7635 1434 11337 4417 1717 6920 4236 3746 7178 6091 4050 4904 4207 1031 11958 830 3571 3266 2041 3946 1397 6443 11128 6112 5872 498 5374 4175 1025 2616 1726 890 812 589 24009 17472 292 3169 1254 3418 3131 1728 1526 287 722 528 338 675 2684 1016 1403 504 1564 625 1815 1830 3125 1650 947 2700 8940 5096 3817 671 324 cat_boundaries=0 1 2 3 4 5 6 7 cat_threshold=13 21 64 64 8 26 66 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=80 num_cat=0 split_feature=20 20 20 28 32 2 20 18 3 73 59 72 74 74 48 38 38 3 74 2 15 46 64 52 73 72 37 64 33 72 74 73 28 73 61 2 43 26 64 72 61 13 13 74 74 3 74 40 3 71 61 18 13 71 12 48 69 48 69 66 72 74 73 74 74 28 60 12 74 27 66 64 73 40 7 65 53 45 36 split_gain=2.0076e+06 388954 174617 94888.3 91814.1 82724.7 80214 67760.4 73275.8 65336.1 67411.5 93404.6 63821 66195.3 59240.5 48956.9 45849.9 45315.5 44228.4 44169.4 43474.5 43166 48060.4 41943.5 45758.4 39031.8 39178 38742.9 36963.7 34701.8 34663.7 52408 34265.2 32645.1 32408 30401.4 29807.1 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340 1189 7880 3318 2214 656 1558 690 602 833 478 238 294 1896 2511 290 182 1264 1104 230 3681 internal_count=100031 75344 24687 16091 21665 14405 53679 8596 7282 10833 8937 2816 6121 2019 2100 4102 22088 1760 716 13277 11602 7921 3286 5851 833 1431 953 258 4004 822 31591 28923 1314 2912 9634 5018 2177 206 1387 927 4635 4940 4882 3572 2762 810 2406 913 8388 1675 616 410 7726 968 2789 932 2920 1493 340 1189 7880 3318 2214 656 1558 690 602 833 478 238 294 1896 2511 290 182 1264 1104 230 3681 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=80 num_cat=4 split_feature=20 5 13 14 75 18 5 59 13 5 75 51 21 5 43 73 72 72 72 3 59 56 39 73 60 43 18 14 53 59 72 40 7 2 39 63 40 63 38 18 5 75 64 64 71 59 20 14 48 5 73 18 73 2 34 48 51 14 75 26 49 14 33 30 20 51 73 73 43 6 64 26 43 60 37 7 48 5 0 split_gain=1.81186e+06 391867 161602 170768 89859.9 79560.5 78008.3 69444.1 79825.6 68415 61153.3 58463 55053.8 53394.1 50283.6 46209.7 40534.1 65340.4 38973 38608.1 37206.6 36552 35723.9 35061.1 34235.9 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shrinkage=0.05 Tree=43 num_leaves=80 num_cat=7 split_feature=51 20 14 62 75 20 14 75 74 75 72 63 17 11 75 14 13 3 18 18 58 63 3 61 38 72 53 36 74 51 39 58 75 74 74 62 64 7 17 72 75 74 72 46 46 74 74 48 36 39 0 39 64 14 43 26 38 11 40 75 74 39 58 62 69 26 66 63 60 58 55 36 8 46 45 26 7 74 11 split_gain=1.10173e+06 274550 111794 74214.7 93310.9 72453.1 69584.4 58542.5 47546.3 39725 57623.1 39249.5 38615 57008.5 36749 36079.8 50801.3 40391.2 38479.3 35345.9 35342.9 30535.4 30323.6 29526.1 28854 28558 28606.7 27600.1 27083.7 25375.3 25194.1 28224.2 26057.5 25047.5 73166.5 34422.4 33007.7 24724.6 24442.4 23662.7 23321.4 25298.9 23309.1 23233.1 22377.1 22318.3 25518.7 30140.8 21690.6 21654.9 23985.3 21632.4 21418.3 22132.9 20545.1 41004.9 20483 20169.2 23278.1 21150.8 19667.8 19534.8 19273.9 20066.5 19033.4 18771.8 19028.7 18642.8 18639.6 18565.5 18476.3 20665.5 18118.2 17706.7 17622.2 33350.5 17593.9 19830.4 17331.5 threshold=-0.073701553046703283 1076.9999154865343 2168.5000000000005 0.0056920887348201506 0 1498.7093284272112 7582.5000000000009 1 -96.58799999999998 2 2004.5000000000002 -2.6127025876121476e-08 3031.5000000000005 4380.5000000000009 3 4683.0000000000009 3546.5000000000005 2.7941231131553654 2056.5000000000005 1789.5000000000002 96605.066569010436 1.2210176691951349e-07 3.0435377558072414 0.11404401876032107 -1.4652144114176429 2020.5000000000002 -0.0060894833877681992 -0.22050764958063757 -91.19959999999999 -0.14736846648156632 2.1094039281209316 98104.909098307297 4 -91.090049999999977 -87.327049999999986 0.0040272112467132004 0.058819858729785603 0.00026842367092600009 4599.5000000000009 2004.5000000000002 5 -92.055599999999984 2020.5000000000002 128297880.00000001 415542494.41784674 -96.58799999999998 -96.454899999999995 7817428.0000000009 0.12289882567193766 5.4053096771240243 293.18637752532965 1.5099388758341472 0.0052819226339799507 367.50000000000006 -5.9860465526580802 271.65575307210293 -1.2551700274149575 3696.5000000000005 1.9540433011779625 6 -92.132999999999981 5.7127389907836923 98738.047037760436 0.0022232879823604504 14151.000000000002 291.82989148034 -122.11666666666666 4.3675376559804141e-07 725.90448727266323 95071.758626302093 0.00088157401689975014 -0.55363258057170439 -7235.4999999999991 516926222.00000006 1.9844296922926554 287.36862401962281 0.011307963728853551 -92.132999999999981 2900.5000000000005 decision_type=2 2 2 2 9 2 2 9 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 27 12 9 7 39 48 10 -3 -11 13 28 -4 16 18 25 62 22 29 24 30 43 33 49 -27 -2 67 72 31 40 64 35 -35 -22 -36 -14 -17 73 41 -7 -34 -16 -38 -19 -47 -48 -6 56 -51 -24 -31 -54 55 -29 -18 58 59 -37 68 70 63 -13 -32 -21 -67 -5 -20 -8 -55 -72 -9 -1 75 -65 77 -76 -79 right_child=2 5 14 4 8 19 69 20 -10 11 -12 15 37 -15 23 38 17 45 60 65 21 -23 51 -25 -26 26 -28 54 -30 52 32 -33 42 34 36 57 44 -39 -40 -41 -42 -43 -44 -45 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367 4009 2430 1579 1493 241 cat_boundaries=0 1 2 3 4 5 6 7 cat_threshold=69 64 64 66 68 8 1 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=80 num_cat=0 split_feature=5 5 12 13 29 12 73 15 74 0 15 28 63 6 74 73 73 59 50 74 49 58 40 72 73 68 36 13 0 64 59 72 28 74 72 58 28 62 63 73 72 64 59 40 3 6 73 73 72 64 56 58 49 73 74 48 73 35 3 30 29 50 72 72 3 40 0 49 72 68 64 2 72 62 56 74 72 73 1 split_gain=1.00754e+06 223398 90126.3 76254.7 67971.9 64896.2 62203.4 50536.8 49044.8 47412.4 42252 39705.5 39519.1 37865.7 35893.5 40686.5 41090.5 44422.6 35406.8 35033.4 50373.2 43245.6 40360.5 33369.2 31576.1 31178.6 30035.6 28353.9 28337.4 28279.2 28256.1 32147.1 27606.4 33993.6 54776.8 37935.7 28758.6 30617.3 27067.9 26765.5 33033.9 29404.4 28147.3 52685.1 26244 24625.1 23898.4 30275.1 23313.8 23088 26826 26067.5 22183.1 21953.2 36426.2 21932.2 21658.9 21404.2 21181.7 20400.4 20253.1 20115.2 19913.2 19868.7 19674.4 25672.5 22395.9 19600.3 25859.2 19578.8 19347 19262.6 18960.4 18811.1 18740.1 27016.1 28794.5 23158.2 20842.8 threshold=-0.0022110105492173997 -0.0038688066415488494 1021.5000000000001 3017.5000000000005 303.02098941802984 918.50000000000011 40.244050000000009 6064.5000000000009 -93.080549999999988 290.40026760101324 7763.5000000000009 274.96894709269208 -1.0000000180025095e-35 97265.504475911483 -92.628799999999984 45.944300000000005 41.510150000000003 97217.148274739608 3260551.03665881 -94.140249999999995 24453410.000000004 96942.062988281265 0.99010716083402661 2011.5000000000002 45.657400000000003 -9724.9999999999982 -0.61504196789529575 2186.5000000000005 304.47283999125165 0.058819858729785603 99736.408040364593 2005.5000000000002 284.09554640452075 -92.132999999999981 2017.5000000000002 96668.224121093779 283.91102949778247 0.015790020304175156 1.5965042621246542e-08 45.657400000000003 2012.5000000000002 0.045130059930764653 98017.873209635436 1.0406840272945155 -2.7188217838605242 98604.204101562515 44.692800000000013 44.412400000000012 2020.5000000000002 0.057245881527705912 98613.808816189252 98179.630371093765 26760711.000000004 44.684550000000009 -87.327049999999986 4917354.0000000009 44.721550000000008 3.4581070849387632 1.180953880151113 3.1374955729477878 293.59268697102874 5082293.551722859 2005.5000000000002 2018.5000000000002 2.7941231131553654 1.5059439662954084 302.75593217213958 25143344.000000004 2012.5000000000002 -8665.9999999999982 0.024299998492409654 -1.1864875157674151 2020.5000000000002 0.0032269012805645502 98997.608862304696 -92.132999999999981 2019.5000000000002 41.510150000000003 292.50016816457122 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 3 49 7 8 -6 18 12 -10 11 46 29 24 48 16 30 -18 26 20 27 22 -22 -15 -5 -23 -2 -14 -8 -1 31 70 33 36 -35 -36 37 56 45 41 -41 42 43 -13 -44 -17 47 63 -11 50 58 -51 61 54 -9 -45 -7 -54 -3 -50 -25 -34 -46 -4 -57 66 -66 68 -24 -29 -16 -12 -42 -20 75 -64 77 -77 -76 right_child=4 2 10 13 6 32 28 53 9 14 71 39 19 23 15 38 17 -19 73 -21 21 25 67 60 -26 -27 -28 69 -30 -31 -32 -33 52 34 35 -37 -38 -39 -40 40 72 -43 44 55 62 -47 -48 -49 59 51 -52 -53 57 -55 -56 64 -58 -59 -60 -61 -62 -63 74 -65 65 -67 -68 -69 -70 -71 -72 -73 -74 -75 78 76 -78 -79 -80 leaf_value=0.25550531342464777 0.45626596293698712 0.030699754543957972 -0.15660792978475183 0.73937064258578111 -0.054963927679374573 -0.43667500557377936 0.52504970244185289 -0.11796133166775374 0.0092561625781636108 0.21465817566366835 -0.43495566617913917 -0.66494284761401845 -0.059885943676862452 0.40382807555921973 0.83999580907039961 0.19514324401564112 0.55509340613447133 1.2744517342841373 -0.13956047415187345 1.3721094351656298 -1.4208626934460231 0.73860993477014403 0.30301840457205592 1.4927576156762932 0.27869887750886091 -1.3146465670317413 -0.14743750145352258 0.63266373723295743 2.4385381221771243 -1.3943014894212995 0.12872153702330874 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976 480 594 10639 853 652 568 106 90 2014 122 950 500 376 3594 170 28 26 208 26 616 64 21748 580 20 28 503 1251 2846 726 106 102 20 773 354 1306 614 966 229 338 733 89 998 332 96 162 1468 64 189 9684 1895 638 34 72 1299 20 1770 596 2412 310 88 102 31 248 242 829 56 1407 136 10696 258 780 356 232 108 leaf_count=359 208 1991 1942 939 976 480 594 10639 853 652 568 106 90 2014 122 950 500 376 3594 170 28 26 208 26 616 64 21748 580 20 28 503 1251 2846 726 106 102 20 773 354 1306 614 966 229 338 733 89 998 332 96 162 1468 64 189 9684 1895 638 34 72 1299 20 1770 596 2412 310 88 102 31 248 242 829 56 1407 136 10696 258 780 356 232 108 internal_value=-4.18433e-06 0.194487 0.104651 0.21814 -0.129474 0.349997 0.193085 -0.138246 0.437047 0.353638 0.0262992 0.0589997 0.60613 0.348955 0.412756 0.470214 0.57981 0.863859 -0.10185 0.679324 0.62845 0.312331 0.44049 0.264093 0.556879 -0.721484 -0.141718 0.800533 0.587378 0.136139 0.451017 0.564464 0.222673 0.0841599 0.314522 1.02989 -0.0804603 -0.0512227 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4761 7629 2418 2071 3227 1974 1155 2709 3743 16696 12903 3840 553 5593 1227 2230 7493 5856 38667 819 2066 160 2847 24062 170 1554 397 12350 1610 812 758 1926 1270 3042 1667 643 114 798 3140 916 1134 676 88 1794 1744 185 1906 2070 4722 896 742 572 718 2019 1964 624 1637 1513 796 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=80 num_cat=8 split_feature=5 5 28 12 28 12 75 33 75 75 56 74 5 75 64 12 64 3 40 65 36 74 14 30 39 13 2 13 12 64 45 75 73 45 47 68 75 49 29 57 54 37 45 36 73 57 68 68 26 2 74 20 64 75 73 28 65 20 33 1 30 68 63 47 73 29 65 45 36 2 21 64 73 73 2 15 3 75 11 split_gain=830932 148348 103869 76127 72759.2 57103.3 54946.7 54776.7 53234.4 49758.2 97020.9 48029.7 46897.1 46176.3 39257.3 36517 35222.4 33034.5 30534.4 61802.9 52907.4 29973.4 30142.2 29204.1 28960.2 28753.3 28483.9 27662.1 30511.3 26878.2 36150.8 30176.2 28671.4 26631.3 26331.5 41928.3 25994.9 25407.2 24992.5 24722.7 24323.6 26634.5 24237.6 28108.1 29759.8 23939.6 22848.5 22694 22628 22598.2 22263.1 22203 21908.2 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7308 6598 2202 1195 1027 656 422 5619 1111 1908 709 1007 1015 796 94 1707 969 217 893 2385 637 350 967 887 371 337 37575 20992 2180 6086 642 10019 268 9751 224 9495 738 413 4508 5785 128 56 1525 232 780 352 601 5882 12833 4442 1749 5483 cat_boundaries=0 1 2 3 4 5 6 7 8 cat_threshold=5 64 66 17 9 18 24 1 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=80 num_cat=4 split_feature=5 20 5 75 74 28 75 29 62 72 73 56 33 16 34 74 74 34 74 74 75 72 53 70 73 33 49 5 48 26 34 73 59 71 48 16 73 15 34 74 5 59 33 12 69 73 66 70 74 27 72 59 31 27 68 69 69 53 56 34 69 46 62 37 74 75 52 72 74 5 5 69 72 73 74 20 69 69 62 split_gain=751520 185807 63589.4 53995.8 79023.5 51724.3 48993.7 70336.8 47811.5 48000.5 55024.5 60602.4 46965.6 44898.5 42162.5 38556.4 68694.8 48565.4 40315 37398.1 67600.9 63003.8 33895.6 33950.3 32222.3 31973.4 35671.1 31704.1 31170.2 30415.3 29251.6 43944.7 49228.9 29232 37660.4 31960.7 30467.6 29427.6 28965 27656 27371.8 27165.7 27063.6 26917.6 26884.9 41276.6 26985.8 26380.2 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60 3 44 2 58 34 47 66 69 27 45 45 50 3 58 50 2 27 3 60 50 34 18 14 2 14 48 48 50 13 2 42 65 split_gain=506180 94313 67901.4 81238.5 53514.3 48057.1 45800.3 44772.5 42272.2 37933.7 35517.6 37573.8 35272.9 31678 30307.5 28332.2 28098.1 25095.7 24352.7 24018.8 22563.8 22129.4 22066.9 21178.1 20833.4 20561.6 20379.9 20069.6 25422.7 19691.8 23569.4 19471.6 19388.3 18934.3 18725.7 18449.9 18417.4 17170.2 17071.4 16942.4 16704.6 19431.2 26525.4 19326.3 16572 31088.3 16549.8 16420.9 17017.7 16119.6 15669.5 30499.5 15172.2 15076.7 15034.2 14866.2 14748.5 19866.9 16975.9 13846.7 13841.2 14024.8 13521.6 18203.2 17569.1 19456.7 13165.8 13769.4 13131.8 13044.1 13028.7 12972.5 12829.8 13139.4 18148.3 13657.1 16834.1 13340.7 13286.2 threshold=-0.0026323320344089998 576.50000000000011 2062.5000000000005 3628.5000000000005 99729.215820312515 0 4809.5000000000009 3584.5000000000005 -0.83033720652262355 0.0020788020952231504 1 3291.5000000000005 220.50000000000003 -0.87757746378580725 98429.283772786483 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3 27 52 48 69 69 31 68 29 58 33 1 40 58 49 56 40 69 69 39 29 2 49 39 33 33 33 34 2 69 34 29 50 3 17 49 22 43 65 39 65 43 39 0 68 59 65 43 16 11 69 49 68 59 47 33 49 69 11 56 3 54 14 53 57 39 2 51 split_gain=459473 114221 59882.3 43294.7 40676.3 40013.1 52066.3 37917.5 37039.3 39939 30946.2 27620.8 27171 30002.6 31920.9 26846.8 34479 27694.6 25911.3 34619.8 25478.3 24357.1 26913.6 25232.9 24120.7 25063.2 28172.5 23812.4 23008.5 40488.3 24823.6 22989.1 22937.8 22824.5 22555.7 21144.5 21001.6 30065.8 25880.5 20836.6 20674 22172.3 25462.4 25814.2 20513.2 19441.8 19587.9 19272.1 18707 18315.9 19811.5 18274.5 21451.5 22876.5 26738.3 20844.1 18643.1 18251 18159.9 17999.9 17994.2 17510.9 22368.9 17417.4 18313.2 17378.5 17027.3 18726.1 17251.8 16760.9 16754.9 18062.8 16626.5 16287.1 16211.7 15985.5 22082.5 15913.6 17728.5 threshold=-0.0032227658666669997 282.76673730214446 -0.0049775904044508492 2.9508891701698308 302.85734685262054 5602.5000000000009 0.0072377232521532008 4990.0000000000009 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2724.5000000000005 10295.500000000002 23151696.000000004 -7822.4999999999991 99460.52221679689 133763210.00000001 285.44095770517987 23419079.000000004 11297.000000000002 3013.5000000000005 96050.184928385439 -3.1791981061299639 -0.0018803514540194999 304.50000000000006 -0.004316768143325999 97112.768275669645 4.2454368869463615 -0.87757746378580725 -0.14986570272594682 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 21 18 57 6 -2 10 9 -6 12 -8 13 35 15 16 31 -18 39 40 24 22 51 -24 -17 26 27 28 30 -30 -26 36 61 -14 -16 -4 37 -15 -38 -3 41 42 47 -44 63 46 -40 73 -43 50 -36 -1 -53 -54 -55 56 -56 -5 -21 -58 -13 62 -31 64 -27 -19 67 68 -11 -63 -7 -72 -57 -20 -29 -37 -77 -9 -79 right_child=1 3 7 4 8 70 11 77 -10 66 -12 60 33 14 34 20 17 65 19 58 -22 -23 23 -25 25 44 -28 74 29 32 -32 -33 -34 -35 49 75 38 -39 45 -41 -42 48 43 -45 -46 -47 -48 -49 -50 -51 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1.28946 -0.0171051 0.0457243 -0.480951 0.170005 0.208052 1.10084 0.532168 0.691747 0.475018 0.09229 -0.13984 -0.116113 0.426066 0.0324296 -0.111692 0.370296 0.134844 -0.0294806 0.0466125 internal_weight=100031 76285 23746 15456 2360 60829 36226 19788 708 638 17382 17934 16054 15805 14140 13636 4038 325 13096 8313 9598 3958 2921 517 9500 9424 5433 4455 3439 3163 276 3713 2995 249 504 1665 3601 67 3534 4783 6688 6047 3954 776 3991 3288 2277 3178 2093 470 370 2404 2061 1596 982 565 392 1652 1625 290 16180 1785 145 3496 3132 213 545 411 291 1640 24603 18489 173 3109 1016 258 190 2406 1782 internal_count=100031 76285 23746 15456 2360 60829 36226 19788 708 638 17382 17934 16054 15805 14140 13636 4038 325 13096 8313 9598 3958 2921 517 9500 9424 5433 4455 3439 3163 276 3713 2995 249 504 1665 3601 67 3534 4783 6688 6047 3954 776 3991 3288 2277 3178 2093 470 370 2404 2061 1596 982 565 392 1652 1625 290 16180 1785 145 3496 3132 213 545 411 291 1640 24603 18489 173 3109 1016 258 190 2406 1782 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=80 num_cat=0 split_feature=5 12 13 3 48 14 2 50 29 0 14 2 11 61 64 58 73 68 68 63 38 52 5 12 38 69 69 58 65 48 45 43 51 40 69 6 7 6 73 3 7 5 48 72 73 50 30 12 43 12 47 69 62 50 3 7 5 9 72 1 7 51 38 58 11 26 48 72 73 73 40 50 9 52 45 67 70 62 54 split_gain=415588 110183 80225.1 41038 40067.9 34931.5 29537.9 29440.3 35656.9 28549.9 24247.5 23369.1 22290.4 20832.5 25183 22911.3 20662.5 20194.5 20136 19565.1 19362.9 19673.9 19315.6 18980.7 18880.9 17950 19352.5 17890.5 17221.5 16847.8 16536.2 21700.4 21005.9 20783.3 18375.9 18158.7 17470.6 17958.2 16467.7 16214.3 16141 16121.1 15880 15516.3 26943.9 17766.2 16755.4 15917.9 15254.5 21621.1 16876.7 15203.4 15031.6 14943.2 14839.2 14735.8 14607.2 17850.3 14392.8 14369.6 14229.1 14888 14123.9 13627 18716 13396.9 13494.2 13268.9 13231.8 13227.6 19432.5 19373.8 13065.4 13047.9 13032.9 12956.1 12941 12858.6 16053.3 threshold=-0.0021633883006869996 1095.5000000000002 2944.5000000000005 3.7485935290654502 4737545.0000000009 6704.5000000000009 0.48659656445185345 3473788.1740377848 303.02098941802984 297.35381952921557 7735.5000000000009 1.7352784474690759 3144.5000000000005 0.14830816009038372 0.031886421144008609 95903.783365885422 41.172400000000003 -8103.4999999999991 -7884.4999999999991 4.351138329639071e-07 -1.5620514551798499 -0.028734894003719046 -0.0049775904044508492 7281.5000000000009 -4.8459625045458461 10112.500000000002 10144.500000000002 96478.096028645843 0.0045565616983647009 4620664.8183593759 2.0744166216029813 -3.8876305222511287 -0.15269750030711285 1.1034480637838497 10132.500000000002 96976.656656901047 0.0046521887182766003 96997.375895182326 44.684550000000009 3.8235701918601994 0.00060074967944955015 -0.0048181265592574492 9134604.0000000019 2013.5000000000002 46.430400000000006 5615174.7792090727 2.1020525254998343 406.50000000000006 -4.546468396981556 354.50000000000006 115269265.00000001 11155.000000000002 0.0032269012805645502 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54 19 -15 15 -17 -18 -19 68 -21 21 -23 48 -25 52 26 56 -29 -30 41 31 33 60 34 69 -37 -38 -39 -40 -41 -42 -43 -44 45 -46 -47 59 -49 49 62 75 -53 -54 -55 -56 -57 73 -59 -60 -61 -62 -63 -64 -65 -66 66 -68 -69 -70 70 -72 -73 -74 -75 77 -77 -78 78 -80 leaf_value=-0.30679872235873851 -0.088748418869695839 0.36790590204121104 -0.23246998283125106 0.84920724550066484 0.31283291954743236 0.18045135740344775 0.60860788175928682 0.22343457333745947 0.75712593218499646 0.21965209266506003 -0.15700671366647745 1.2162382270892462 -0.072616568326013264 0.74026413473554642 0.68317012637853625 -0.25727832932353895 0.27867092266678811 0.56465756173873716 -0.42442282517573671 0.41138506522592239 -0.31384872357393134 0.42389280759344622 0.33807196678280244 -0.25063596185102566 0.19959101157314332 0.68563839724430675 -0.47254542152989992 0.15016577400702194 0.47986732700876167 -0.9103667896341634 0.2246750884017541 0.4694322094321251 1.1030223612806627 0.70186659158452569 0.61573455279836287 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2225 1626 6888 5716 1172 1642 12309 1479 1932 551 4480 931 642 2057 4354 943 4074 10492 8881 2766 2492 170 602 1016 676 340 458 3549 5164 621 264 4954 3514 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=80 num_cat=0 split_feature=32 12 71 74 15 15 62 13 44 11 3 72 69 2 72 58 74 74 69 71 48 63 69 69 74 3 74 2 51 39 34 72 61 58 65 72 3 30 58 51 35 65 38 71 74 43 48 63 10 51 60 39 44 32 74 3 74 58 39 44 0 2 48 30 13 4 37 69 72 69 74 34 58 41 31 38 63 41 58 split_gain=377155 116420 70974.7 59544.3 38485.5 36769.3 37640.5 36182.6 33332 28565.1 27019.4 24017.2 25737.9 23187.4 23915.9 23337 22858.3 22628.2 28371.8 23144.7 22854.2 22342.3 22121.6 21941.3 21329 20441.4 20044.1 19605.5 20165.5 25050.8 19515.1 36275.1 26846.4 26919.4 21435.7 26124.7 26751.9 25089.1 21769.2 19928.9 20597.9 19507.2 19830.8 19312.1 22504 18614.6 18421.6 18023.6 17814.7 17709.9 17766.3 25748.1 17542.4 18588.3 16949 17839.6 18470.5 16756.8 32217.6 47493.8 19848.5 16739.6 16651.4 16610.2 16603 16577.2 16535.6 16430.5 23149.5 19147.3 16327.9 29698.4 17552.9 17214.8 15741.9 15871.9 15716.6 15651 15559.8 threshold=279.56134346553262 763.50000000000011 236.50000000000003 -95.191399999999987 7572.5000000000009 4643.5000000000009 0.0072377232521532008 2997.5000000000005 4.6375893155733756 2998.5000000000005 3.9742674430211378 2020.5000000000002 13656.000000000002 1.0719594955444338 2018.5000000000002 94962.699869791686 -91.646349999999984 -93.080549999999988 10150.500000000002 134.50000000000003 6687711.0000000009 4.2612792050533704e-07 13558.500000000002 10090.500000000002 -89.423949999999991 1.2074244221051538 -93.057699999999983 -1.6801212628682454 -0.098858089186251136 2.1094039281209316 294.11479377746588 2011.5000000000002 0.079230512218391114 98418.124918619797 0.011128484469772751 2010.5000000000002 2.6410387555758166 4.1913884999957043 96406.888183593779 -0.095457206945866277 2.5307479858592061 0.0052389222385350008 -3.6151577631632485 186.50000000000003 -95.191399999999987 -2.5260466933250423 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3324 5247 3368 1802 976 540 4323 1643 26250 13176 1117 9230 5984 5552 1026 411 615 1162 1140 468 15205 4145 2488 5067 4837 2375 1376 1122 750 230 254 999 366 365 180 138 1406 4526 2892 2376 internal_count=100031 42801 29966 15671 12835 14295 13968 57230 30980 5637 1002 4635 4293 11718 7629 8331 7691 3997 1711 549 6666 640 1796 29184 2286 590 1696 932 541 764 184 391 462 6223 1703 342 738 4660 3344 3324 5247 3368 1802 976 540 4323 1643 26250 13176 1117 9230 5984 5552 1026 411 615 1162 1140 468 15205 4145 2488 5067 4837 2375 1376 1122 750 230 254 999 366 365 180 138 1406 4526 2892 2376 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=80 num_cat=2 split_feature=5 28 75 3 5 5 75 72 29 72 73 2 41 57 72 62 2 29 36 28 2 58 10 46 68 73 73 28 72 43 40 2 15 43 72 17 54 41 56 29 73 28 53 72 72 53 72 28 73 73 57 68 69 69 69 29 73 68 28 48 69 4 67 47 31 43 72 69 36 72 41 56 73 40 66 56 2 58 68 split_gain=257805 72757.2 41490.4 40648.1 36463.7 36166.4 40185.2 51592.8 33358.1 34669.1 30994.1 30022.6 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15069 1424 378 1585 35429 5618 2310 3308 7157 6889 6609 14957 530 693 887 397 149 4258 1828 1534 272 14792 13967 3988 1078 9979 8049 2910 1818 1346 878 3523 3415 3020 154 1270 472 1930 94 4526 1193 3333 717 440 2866 442 2424 889 327 1134 200 1535 76 1836 1620 1234 852 386 internal_count=100031 79452 62081 17371 26652 20579 18994 826 4168 1121 13203 18168 909 842 4528 14437 12103 8675 16744 2334 16644 15069 1424 378 1585 35429 5618 2310 3308 7157 6889 6609 14957 530 693 887 397 149 4258 1828 1534 272 14792 13967 3988 1078 9979 8049 2910 1818 1346 878 3523 3415 3020 154 1270 472 1930 94 4526 1193 3333 717 440 2866 442 2424 889 327 1134 200 1535 76 1836 1620 1234 852 386 cat_boundaries=0 1 2 cat_threshold=21 64 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=80 num_cat=0 split_feature=5 12 0 36 51 59 72 34 50 40 36 15 62 32 44 29 72 2 32 15 2 3 43 72 41 63 59 3 43 28 64 58 41 29 67 29 62 40 37 0 39 3 37 37 72 50 28 34 40 40 58 64 28 43 64 44 12 17 5 66 3 50 15 7 11 40 41 39 28 2 31 43 61 20 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1097 1505 internal_count=100031 75284 24747 15996 10527 8751 6528 27144 9874 8191 7914 7238 4534 676 638 653 4442 3951 730 48140 2223 6776 5271 585 4686 20368 258 684 19696 5469 5603 605 2178 1973 659 3183 1659 527 1683 111 1572 286 92 672 7440 5798 4270 1854 610 170 1244 1034 210 168 2416 1528 986 774 592 380 110 3346 5237 4665 676 3989 368 1203 106 2636 335 2301 2271 1811 1751 460 400 1097 1505 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=80 num_cat=3 split_feature=11 12 2 74 74 64 13 29 75 20 64 74 58 57 74 46 71 69 54 40 64 29 68 2 58 61 31 68 69 37 29 74 74 74 33 70 17 36 3 29 68 74 51 47 44 46 2 75 28 2 32 37 67 0 38 36 44 3 58 29 3 62 64 69 12 51 55 74 58 61 69 54 3 67 2 0 67 54 75 split_gain=69704.5 27972.1 27089.3 27757.4 23483.3 22415.2 21094.5 17901.9 17868 30871.2 28103.3 21700.5 18762 17577.7 24750.5 22011.8 21129.6 18787.6 17201.4 16951.6 28295.6 16625.1 16375.9 15685.1 15410.9 14642.6 17975.7 14606.6 14563.6 14435.1 14251.4 18364.6 14241 18642 21124 20411 14353 14231.7 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358 556 777 162 58 690 602 1816 leaf_count=1283 10853 131 36 324 120 524 1005 3493 128 170 24 63 1393 40327 138 410 178 74 46 154 64 46 42 54 344 156 84 52 24 933 156 192 185 20 240 954 82 2746 117 1180 10091 90 126 70 140 3232 342 284 1244 154 324 47 2621 1533 24 24 494 320 28 60 24 54 20 263 118 2242 845 85 20 1514 34 358 556 777 162 58 690 602 1816 internal_value=1.18376e-07 0.005696 0.0148921 0.047204 0.025023 0.00936992 0.151009 -0.029301 -0.00644848 -0.138587 0.00856159 -0.616704 0.0125198 8.35955e-05 0.0548706 0.0740235 0.0463576 -0.277658 -0.894394 0.0613044 0.0379113 0.0507285 -0.509903 -0.0857 -0.216857 0.194221 0.427724 -0.0863347 0.0586628 -0.0861543 -0.0124001 -0.308028 0.149557 0.530174 0.0548092 0.0671791 0.0126386 -0.0282451 0.0617471 -0.181051 -0.0539828 0.197925 -0.206089 0.107166 -0.0506631 0.0418101 0.0705822 -0.00952551 0.105752 0.21099 0.0114145 0.0540222 0.091117 0.0398397 -0.132585 0.406156 -0.206428 0.302589 0.173774 0.234059 -0.314133 0.382948 0.17575 0.264041 -0.0132571 0.156159 0.0381186 0.132805 0.557268 0.142428 0.0335946 0.34304 0.0667125 0.112236 0.0189287 -0.118816 0.231977 -0.0153401 0.120835 internal_weight=100031 89178 70621 22184 19273 17121 1720 18557 15401 1571 13830 87 13743 48437 8110 7576 6758 298 120 6460 10920 6306 88 2823 534 2911 408 396 6218 1451 1089 362 2152 151 6194 5954 3452 2828 1196 1430 13584 624 1376 196 230 10856 7624 2326 5298 1746 502 3552 2963 2042 589 71 518 818 498 470 178 191 137 391 1651 2503 4973 2347 105 2502 988 394 4128 2845 1599 822 1246 660 2001 internal_count=100031 89178 70621 22184 19273 17121 1720 18557 15401 1571 13830 87 13743 48437 8110 7576 6758 298 120 6460 10920 6306 88 2823 534 2911 408 396 6218 1451 1089 362 2152 151 6194 5954 3452 2828 1196 1430 13584 624 1376 196 230 10856 7624 2326 5298 1746 502 3552 2963 2042 589 71 518 818 498 470 178 191 137 391 1651 2503 4973 2347 105 2502 988 394 4128 2845 1599 822 1246 660 2001 cat_boundaries=0 1 cat_threshold=5 is_linear=0 shrinkage=0.05 end of trees feature_importances: year=433 lon=426 lat=364 IGBP=291 total_evaporation_sum=250 v_component_of_wind_10m=218 u_component_of_wind_10m=202 LE_PM_max=172 temperature_2m_max=170 surface_pressure_max=164 sur_refl_b01=162 surface_pressure_min=158 total_precipitation_sum_max=149 surface_pressure_rol_30=145 surface_net_solar_radiation_sum_max=143 sur_refl_b03=142 LE_PM=135 surface_net_solar_radiation_sum=134 LE_PM_min=132 total_evaporation_sum_min=131 temperature_2m_min=130 surface_net_solar_radiation_sum_min=128 total_precipitation_sum_rol_7=128 dewpoint_temperature_2m_max=127 dewpoint_temperature_2m_min=126 u_component_of_wind_10m_max=126 doy=125 sur_refl_b02=116 u_component_of_wind_10m_min=113 surface_net_solar_radiation_sum_std=112 v_component_of_wind_10m_std=109 v_component_of_wind_10m_min=107 v_component_of_wind_10m_max=107 temperature_2m_rol_30=99 temperature_2m=97 total_evaporation_sum_rol_30=96 SolarAzimuth=93 u_component_of_wind_10m_rol_30=90 sur_refl_b07=83 total_precipitation_sum=82 dewpoint_temperature_2m_rol_7=80 surface_net_solar_radiation_sum_rol_30=79 total_precipitation_sum_rol_30=79 surface_net_solar_radiation_sum_rol_7=77 LE_PM_rol_30=75 dewpoint_temperature_2m_rol_30=71 total_evaporation_sum_max=70 u_component_of_wind_10m_std=68 total_evaporation_sum_std=67 surface_pressure_std=66 LE_PM_std=62 sur_refl_b04=61 v_component_of_wind_10m_rol_30=59 total_precipitation_sum_std=56 total_precipitation_sum_min=55 sur_refl_b06=52 temperature_2m_rol_7=52 dewpoint_temperature_2m_std=49 surface_pressure_rol_7=49 total_evaporation_sum_rol_7=47 u_component_of_wind_10m_rol_7=46 temperature_2m_std=45 surface_pressure=39 dewpoint_temperature_2m=36 sur_refl_b05=28 v_component_of_wind_10m_rol_7=24 LE_PM_rol_7=21 SolarZenith=17 Clouds=11 EVI=11 NDVI=10 SensorZenith=9 GNDVI=7 SensorAzimuth=5 ARVI=2 parameters: [boosting: gbdt] [objective: regression] [metric: rmse] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 100] [learning_rate: 0.05] [num_leaves: 80] [num_threads: 18] [seed: 0] [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: 3] [bagging_by_query: 0] [feature_fraction: 0.7] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [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: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [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: 1] [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: 75] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [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:[["CRO", "DBF", "ENF", "GRA", "MF", "OSH", "WET"]] •”Œ_network”‰Œ_Booster__need_reload_eval_info”‰Œ_train_data_name”Œtraining”Œ_Booster__set_objective_to_none”‰Œbest_iteration”KŒ best_score”Œ collections”Œ defaultdict”“”Œ collections”Œ OrderedDict”“”…”R”Œname_valid_sets”]”Œ_Booster__num_dataset”KŒ_Booster__init_predictor”NŒ_Booster__num_class”KŒ_Booster__inner_predict_buffer”]”Œ_Booster__is_predicted_cur_iter”]”Œ_Booster__num_inner_eval”KŒ_Booster__name_inner_eval”]”Œrmse”aŒ"_Booster__higher_better_inner_eval”]”‰aŒpandas_categorical”]”]”(ŒCRO”ŒDBF”ŒENF”ŒGRA”ŒMF”ŒOSH”ŒWET”eaŒtrain_set_version”KŒparams”}”(hhhG?ćffffffh G?Š™™™™™šh J˙˙˙˙hKhG?PbMŇńŠühGh KPhNhGhGhG?đh J@ hKŒmetric”]”Œrmse”aŒverbose”J˙˙˙˙Œ num_threads”KhhŒnum_iterations”KdŒcategorical_column”]”KKauubŒ _evals_result”}”Œ _best_score”h0Œ_best_iteration”KŒ _other_params”}”(hMhOhPJ˙˙˙˙hQJ˙˙˙˙uŒ _objective”hŒ class_weight”NŒ _class_weight”NŒ _class_map”NŒ _n_features”KLŒ_n_features_in”KLŒ_classes”NŒ _n_classes”J˙˙˙˙hMhOhPJ˙˙˙˙hQJ˙˙˙˙Œfitted_”ˆub.