337164 2 Joaquin Vanschoren 1776 Supervised Classification predictive_accuracy 1200 weka.LADTree(4) 2070 weka.classifiers.trees.LADTree -- -B 10 B 10 1200 weka weka_3.7.12 12 mfeat-factors https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff -1 1156254 description https://api.openml.org/data/download/1156254/weka_generated_run5859055672683744224.xml -1 1156257 model_readable https://api.openml.org/data/download/1156257/WekaModel_weka.classifiers.trees.LADTree9127148696679066634.model -1 1156256 model_serialized https://api.openml.org/data/download/1156256/WekaSerialized_weka.classifiers.trees.LADTree1606644849295038671.model -1 1156255 predictions https://api.openml.org/data/download/1156255/weka_generated_predictions9165477476769097292.arff area_under_roc_curve 0.979742 [0.993521,0.972024,0.987187,0.970155,0.989432,0.961289,0.990029,0.982562,0.966286,0.98494] average_cost 0 f_measure 0.828494 [0.89604,0.795699,0.855015,0.80426,0.874875,0.772257,0.862218,0.827068,0.767984,0.829529] kappa 0.810111 kb_relative_information_score 7901.945586 mean_absolute_error 0.055797 mean_prior_absolute_error 0.18 number_of_instances 10000 [1000,1000,1000,1000,1000,1000,1000,1000,1000,1000] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.828669 [0.887255,0.81532,0.849112,0.815844,0.875752,0.800429,0.829178,0.829146,0.778234,0.806421] predictive_accuracy 0.8291 prior_entropy 3.321928 recall 0.8291 [0.905,0.777,0.861,0.793,0.874,0.746,0.898,0.825,0.758,0.854] relative_absolute_error 0.309982 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.15869 root_relative_squared_error 0.528966 scimark_benchmark 1364.990954 [817.7405200469505, 1012.5880246437401, 547.5481095352231, 1115.9812794988438, 3331.096834563805] total_cost 0 usercpu_time_millis 14420 usercpu_time_millis_testing 10 usercpu_time_millis_training 14410 area_under_roc_curve 0.977598 [0.990328,0.967883,0.979839,0.970844,0.989939,0.95505,0.994539,0.976267,0.965639,0.98565] area_under_roc_curve 0.977628 [0.993756,0.948944,0.988617,0.960656,0.982406,0.956983,0.99435,0.98745,0.978222,0.984894] area_under_roc_curve 0.983723 [0.996556,0.9722,0.993678,0.9748,0.9945,0.980472,0.992256,0.98345,0.968683,0.980639] area_under_roc_curve 0.976883 [0.987644,0.967094,0.968839,0.9733,0.99135,0.964189,0.993856,0.986756,0.953278,0.982528] area_under_roc_curve 0.978293 [0.993167,0.971122,0.992883,0.967878,0.98795,0.950472,0.988389,0.984067,0.961222,0.985783] area_under_roc_curve 0.982644 [0.997128,0.976183,0.994122,0.9689,0.989928,0.979078,0.993761,0.971856,0.980172,0.975317] area_under_roc_curve 0.982431 [0.998056,0.976222,0.984117,0.979328,0.995083,0.957611,0.98695,0.975922,0.986711,0.984311] area_under_roc_curve 0.976308 [0.985894,0.98425,0.985878,0.966506,0.9871,0.951906,0.979394,0.990717,0.941817,0.989617] area_under_roc_curve 0.984284 [0.998456,0.980756,0.991756,0.972539,0.992739,0.965606,0.986256,0.983878,0.979789,0.991072] area_under_roc_curve 0.97365 [0.982567,0.977167,0.994694,0.968394,0.988794,0.942139,0.984139,0.983739,0.92545,0.989417] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.825005 [0.872038,0.75,0.820276,0.831683,0.891192,0.76087,0.88,0.831683,0.782123,0.830189] f_measure 0.833415 [0.9375,0.77512,0.864078,0.765306,0.86,0.789189,0.881188,0.854167,0.798077,0.809524] f_measure 0.843899 [0.945274,0.813397,0.812834,0.826087,0.893204,0.835052,0.898551,0.766355,0.80402,0.844221] f_measure 0.819456 [0.820755,0.754098,0.805687,0.858586,0.892157,0.812834,0.867925,0.825243,0.727273,0.83] f_measure 0.825042 [0.944162,0.83,0.866995,0.711538,0.861538,0.747368,0.841629,0.824742,0.795918,0.826531] f_measure 0.85482 [0.953368,0.826531,0.907216,0.792079,0.868687,0.8867,0.89,0.802083,0.825243,0.796296] f_measure 0.840056 [0.94,0.759777,0.883249,0.839024,0.885845,0.74,0.916667,0.802198,0.826291,0.807512] f_measure 0.79387 [0.807512,0.8,0.835821,0.788889,0.827957,0.695652,0.83871,0.861244,0.629834,0.853081] f_measure 0.848914 [0.904762,0.851282,0.884615,0.85,0.858586,0.762431,0.849057,0.873684,0.782178,0.872549] f_measure 0.80185 [0.848168,0.791444,0.873684,0.781726,0.904523,0.696517,0.772727,0.831776,0.689655,0.828283] kappa 0.806667 kappa 0.814444 kappa 0.826667 kappa 0.801111 kappa 0.805556 kappa 0.837778 kappa 0.823333 kappa 0.773333 kappa 0.833333 kappa 0.778889 kb_relative_information_score 781.207881 kb_relative_information_score 798.383849 kb_relative_information_score 802.535101 kb_relative_information_score 787.696212 kb_relative_information_score 783.280474 kb_relative_information_score 808.473885 kb_relative_information_score 795.835256 kb_relative_information_score 776.075225 kb_relative_information_score 800.135527 kb_relative_information_score 768.322176 mean_absolute_error 0.058202 mean_absolute_error 0.053391 mean_absolute_error 0.054209 mean_absolute_error 0.057418 mean_absolute_error 0.056533 mean_absolute_error 0.050897 mean_absolute_error 0.054002 mean_absolute_error 0.05856 mean_absolute_error 0.054736 mean_absolute_error 0.06002 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] precision 0.829643 [0.828829,0.75,0.760684,0.823529,0.924731,0.833333,0.88,0.823529,0.886076,0.785714] precision 0.836618 [0.978261,0.743119,0.839623,0.78125,0.86,0.858824,0.872549,0.891304,0.768519,0.772727] precision 0.847339 [0.940594,0.779817,0.873563,0.904762,0.867925,0.861702,0.869159,0.719298,0.808081,0.848485] precision 0.822471 [0.776786,0.831325,0.765766,0.867347,0.875,0.873563,0.821429,0.801887,0.781609,0.83] precision 0.827733 [0.958763,0.83,0.854369,0.685185,0.884211,0.788889,0.768595,0.851064,0.8125,0.84375] precision 0.857504 [0.989247,0.84375,0.93617,0.784314,0.877551,0.873786,0.89,0.836957,0.801887,0.741379] precision 0.845843 [0.94,0.860759,0.896907,0.819048,0.815126,0.74,0.956522,0.890244,0.778761,0.761062] precision 0.798752 [0.761062,0.821053,0.831683,0.8875,0.895349,0.672897,0.777778,0.825688,0.703704,0.810811] precision 0.851444 [0.863636,0.873684,0.851852,0.85,0.867347,0.851852,0.803571,0.922222,0.77451,0.855769] precision 0.806426 [0.89011,0.850575,0.922222,0.793814,0.909091,0.693069,0.708333,0.780702,0.679612,0.836735] predictive_accuracy 0.826 predictive_accuracy 0.833 predictive_accuracy 0.844 predictive_accuracy 0.821 predictive_accuracy 0.825 predictive_accuracy 0.854 predictive_accuracy 0.841 predictive_accuracy 0.796 predictive_accuracy 0.85 predictive_accuracy 0.801 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 recall 0.826 [0.92,0.75,0.89,0.84,0.86,0.7,0.88,0.84,0.7,0.88] recall 0.833 [0.9,0.81,0.89,0.75,0.86,0.73,0.89,0.82,0.83,0.85] recall 0.844 [0.95,0.85,0.76,0.76,0.92,0.81,0.93,0.82,0.8,0.84] recall 0.821 [0.87,0.69,0.85,0.85,0.91,0.76,0.92,0.85,0.68,0.83] recall 0.825 [0.93,0.83,0.88,0.74,0.84,0.71,0.93,0.8,0.78,0.81] recall 0.854 [0.92,0.81,0.88,0.8,0.86,0.9,0.89,0.77,0.85,0.86] recall 0.841 [0.94,0.68,0.87,0.86,0.97,0.74,0.88,0.73,0.88,0.86] recall 0.796 [0.86,0.78,0.84,0.71,0.77,0.72,0.91,0.9,0.57,0.9] recall 0.85 [0.95,0.83,0.92,0.85,0.85,0.69,0.9,0.83,0.79,0.89] recall 0.801 [0.81,0.74,0.83,0.77,0.9,0.7,0.85,0.89,0.7,0.82] relative_absolute_error 0.323343 relative_absolute_error 0.296617 relative_absolute_error 0.301162 relative_absolute_error 0.318988 relative_absolute_error 0.314071 relative_absolute_error 0.282763 relative_absolute_error 0.300012 relative_absolute_error 0.325334 relative_absolute_error 0.304091 relative_absolute_error 0.333445 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.163162 root_mean_squared_error 0.156055 root_mean_squared_error 0.152602 root_mean_squared_error 0.16014 root_mean_squared_error 0.160016 root_mean_squared_error 0.151433 root_mean_squared_error 0.155169 root_mean_squared_error 0.167169 root_mean_squared_error 0.153913 root_mean_squared_error 0.166335 root_relative_squared_error 0.543875 root_relative_squared_error 0.520184 root_relative_squared_error 0.508674 root_relative_squared_error 0.5338 root_relative_squared_error 0.533387 root_relative_squared_error 0.504777 root_relative_squared_error 0.517231 root_relative_squared_error 0.557231 root_relative_squared_error 0.513043 root_relative_squared_error 0.55445 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 usercpu_time_millis 6250 usercpu_time_millis 6280 usercpu_time_millis 6450 usercpu_time_millis 6310 usercpu_time_millis 6030 usercpu_time_millis 6060 usercpu_time_millis 5940 usercpu_time_millis 6350 usercpu_time_millis 6340 usercpu_time_millis 6360 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 6250 usercpu_time_millis_training 6280 usercpu_time_millis_training 6450 usercpu_time_millis_training 6310 usercpu_time_millis_training 6030 usercpu_time_millis_training 6060 usercpu_time_millis_training 5930 usercpu_time_millis_training 6350 usercpu_time_millis_training 6340 usercpu_time_millis_training 6360