578123 1 Jan van Rijn 14 Supervised Classification 2140 weka.Bagging_RandomTree(9) 2925 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 K 0 1725 M 1.0 1725 V 0.001 1725 S 1 1725 P 100 2140 S 1 2140 num-slots 1 2140 I 10 2140 W weka.classifiers.trees.RandomTree 2140 study_70 weka weka_3.7.13 14 mfeat-fourier https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff -1 1995263 description https://api.openml.org/data/download/1995263/weka_generated_run8449440923396850373.xml -1 1995265 model_readable https://api.openml.org/data/download/1995265/WekaModel_weka.classifiers.meta.Bagging8238186708855460322.model -1 1995264 model_serialized https://api.openml.org/data/download/1995264/WekaSerialized_weka.classifiers.meta.Bagging260014376762860255.model -1 1995266 predictions https://api.openml.org/data/download/1995266/weka_generated_predictions4785897710770633211.arff area_under_roc_curve 0.968862 [0.999947,0.939512,0.989956,0.976096,0.957872,0.982254,0.925425,0.98841,0.995969,0.933182] average_cost 0 f_measure 0.807378 [0.987593,0.74092,0.916667,0.846535,0.783715,0.872449,0.572816,0.881356,0.949749,0.521978] kappa 0.788333 kb_relative_information_score 1488.131948 mean_absolute_error 0.073 mean_prior_absolute_error 0.18 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] os_information [Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.806931 [0.980296,0.71831,0.899038,0.838235,0.797927,0.890625,0.556604,0.85446,0.954545,0.579268] predictive_accuracy 0.8095 prior_entropy 3.321928 recall 0.8095 [0.995,0.765,0.935,0.855,0.77,0.855,0.59,0.91,0.945,0.475] relative_absolute_error 0.405556 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.175186 root_relative_squared_error 0.583952 scimark_benchmark 1508.574726 [766.362312152618, 1037.950432164898, 517.7154404562526, 1365.3332790798634, 3855.5121640315224] total_cost 0 usercpu_time_millis 270 usercpu_time_millis_testing 10 usercpu_time_millis_training 260 area_under_roc_curve 0.966639 [1,0.939167,0.99375,0.964583,0.963889,0.999167,0.849583,0.998056,0.999444,0.95875] area_under_roc_curve 0.964597 [1,0.963333,0.992778,0.953611,0.936806,0.929306,0.933472,0.988611,0.995,0.953056] area_under_roc_curve 0.962569 [0.999306,0.930833,0.999583,0.978333,0.973472,0.979306,0.891111,0.964028,1,0.909722] area_under_roc_curve 0.978278 [1,0.956944,0.993333,0.995417,0.994861,0.989583,0.95,0.992917,0.999583,0.910139] area_under_roc_curve 0.965833 [1,0.964167,0.9925,0.955139,0.92125,0.988611,0.932639,0.992917,1,0.911111] area_under_roc_curve 0.969056 [1,0.939167,0.999861,0.977917,0.947083,0.987361,0.902361,0.992778,0.999722,0.944306] area_under_roc_curve 0.968958 [1,0.926528,0.963194,0.992778,0.971111,0.987917,0.961528,0.987361,0.998194,0.900972] area_under_roc_curve 0.979403 [1,0.962778,0.999444,0.997639,0.958056,0.995833,0.9325,0.9925,0.999444,0.955833] area_under_roc_curve 0.970472 [1,0.894583,0.997222,0.991389,0.983194,0.961667,0.947917,0.994167,1,0.934583] area_under_roc_curve 0.963667 [1,0.911111,0.9675,0.959167,0.939444,0.999167,0.953472,0.988333,0.96875,0.949722] 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 0.79929 [0.974359,0.755556,0.780488,0.818182,0.9,0.947368,0.461538,0.918919,0.95,0.486486] f_measure 0.788811 [1,0.75,0.926829,0.820513,0.684211,0.809524,0.486486,0.878049,0.974359,0.55814] f_measure 0.792473 [0.97561,0.666667,0.95,0.75,0.790698,0.842105,0.514286,0.85,1,0.585366] f_measure 0.823292 [1,0.871795,0.974359,0.888889,0.869565,0.918919,0.511628,0.894737,1,0.30303] f_measure 0.762726 [1,0.731707,0.926829,0.837209,0.685714,0.756757,0.5,0.883721,0.952381,0.352941] f_measure 0.82599 [0.952381,0.829268,0.952381,0.871795,0.736842,0.85,0.651163,0.904762,0.923077,0.588235] f_measure 0.810794 [1,0.682927,0.894737,0.878049,0.769231,0.829268,0.755556,0.790698,0.926829,0.580645] f_measure 0.84952 [1,0.697674,0.97561,0.923077,0.789474,0.947368,0.711111,0.909091,0.894737,0.647059] f_measure 0.807128 [1,0.756757,0.904762,0.871795,0.809524,0.85,0.473684,0.904762,1,0.5] f_measure 0.803623 [0.97561,0.681818,0.883721,0.8,0.764706,0.97561,0.604651,0.883721,0.871795,0.594595] kappa 0.777778 kappa 0.766667 kappa 0.772222 kappa 0.811111 kappa 0.744444 kappa 0.811111 kappa 0.794444 kappa 0.833333 kappa 0.788889 kappa 0.783333 kb_relative_information_score 148.521022 kb_relative_information_score 148.23052 kb_relative_information_score 144.045625 kb_relative_information_score 149.978579 kb_relative_information_score 146.11598 kb_relative_information_score 149.906238 kb_relative_information_score 148.00521 kb_relative_information_score 154.463112 kb_relative_information_score 150.887263 kb_relative_information_score 147.978398 mean_absolute_error 0.0745 mean_absolute_error 0.0719 mean_absolute_error 0.0773 mean_absolute_error 0.0734 mean_absolute_error 0.076 mean_absolute_error 0.0727 mean_absolute_error 0.0723 mean_absolute_error 0.0678 mean_absolute_error 0.0708 mean_absolute_error 0.0733 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 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] precision 0.8045 [1,0.68,0.761905,0.75,0.9,1,0.473684,1,0.95,0.529412] precision 0.790011 [1,0.75,0.904762,0.842105,0.722222,0.772727,0.529412,0.857143,1,0.521739] precision 0.793819 [0.952381,0.636364,0.95,0.75,0.73913,0.888889,0.6,0.85,1,0.571429] precision 0.827129 [1,0.894737,1,0.8,0.769231,1,0.478261,0.944444,1,0.384615] precision 0.764727 [1,0.714286,0.904762,0.782609,0.8,0.823529,0.458333,0.826087,0.909091,0.428571] precision 0.828421 [0.909091,0.809524,0.909091,0.894737,0.777778,0.85,0.608696,0.863636,0.947368,0.714286] precision 0.820933 [1,0.666667,0.944444,0.857143,0.789474,0.809524,0.68,0.73913,0.904762,0.818182] precision 0.858875 [1,0.652174,0.952381,0.947368,0.833333,1,0.64,0.833333,0.944444,0.785714] precision 0.806827 [1,0.823529,0.863636,0.894737,0.772727,0.85,0.5,0.863636,1,0.5] precision 0.815085 [0.952381,0.625,0.826087,0.933333,0.928571,0.952381,0.565217,0.826087,0.894737,0.647059] predictive_accuracy 0.8 predictive_accuracy 0.79 predictive_accuracy 0.795 predictive_accuracy 0.83 predictive_accuracy 0.77 predictive_accuracy 0.83 predictive_accuracy 0.815 predictive_accuracy 0.85 predictive_accuracy 0.81 predictive_accuracy 0.805 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 0.8 [0.95,0.85,0.8,0.9,0.9,0.9,0.45,0.85,0.95,0.45] recall 0.79 [1,0.75,0.95,0.8,0.65,0.85,0.45,0.9,0.95,0.6] recall 0.795 [1,0.7,0.95,0.75,0.85,0.8,0.45,0.85,1,0.6] recall 0.83 [1,0.85,0.95,1,1,0.85,0.55,0.85,1,0.25] recall 0.77 [1,0.75,0.95,0.9,0.6,0.7,0.55,0.95,1,0.3] recall 0.83 [1,0.85,1,0.85,0.7,0.85,0.7,0.95,0.9,0.5] recall 0.815 [1,0.7,0.85,0.9,0.75,0.85,0.85,0.85,0.95,0.45] recall 0.85 [1,0.75,1,0.9,0.75,0.9,0.8,1,0.85,0.55] recall 0.81 [1,0.7,0.95,0.85,0.85,0.85,0.45,0.95,1,0.5] recall 0.805 [1,0.75,0.95,0.7,0.65,1,0.65,0.95,0.85,0.55] relative_absolute_error 0.413889 relative_absolute_error 0.399444 relative_absolute_error 0.429444 relative_absolute_error 0.407778 relative_absolute_error 0.422222 relative_absolute_error 0.403889 relative_absolute_error 0.401667 relative_absolute_error 0.376667 relative_absolute_error 0.393333 relative_absolute_error 0.407222 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 0.175898 root_mean_squared_error 0.17936 root_mean_squared_error 0.181301 root_mean_squared_error 0.169706 root_mean_squared_error 0.180222 root_mean_squared_error 0.173551 root_mean_squared_error 0.176238 root_mean_squared_error 0.165892 root_mean_squared_error 0.171785 root_mean_squared_error 0.177285 root_relative_squared_error 0.586326 root_relative_squared_error 0.597867 root_relative_squared_error 0.604336 root_relative_squared_error 0.565685 root_relative_squared_error 0.60074 root_relative_squared_error 0.578504 root_relative_squared_error 0.587462 root_relative_squared_error 0.552972 root_relative_squared_error 0.572616 root_relative_squared_error 0.59095 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 450 usercpu_time_millis 350 usercpu_time_millis 230 usercpu_time_millis 240 usercpu_time_millis 190 usercpu_time_millis 220 usercpu_time_millis 230 usercpu_time_millis 260 usercpu_time_millis 250 usercpu_time_millis 270 usercpu_time_millis_testing 10 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_training 440 usercpu_time_millis_training 350 usercpu_time_millis_training 230 usercpu_time_millis_training 240 usercpu_time_millis_training 190 usercpu_time_millis_training 220 usercpu_time_millis_training 230 usercpu_time_millis_training 260 usercpu_time_millis_training 250 usercpu_time_millis_training 260