574559 1 Jan van Rijn 14 Supervised Classification 2269 weka.Bagging_J48(5) 2907 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1720 M 2 1720 P 100 2269 S 1 2269 num-slots 1 2269 I 10 2269 W weka.classifiers.trees.J48 2269 study_70 weka weka_3.7.13 14 mfeat-fourier https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff -1 1981082 description https://api.openml.org/data/download/1981082/weka_generated_run9010277803486520643.xml -1 1981084 model_readable https://api.openml.org/data/download/1981084/WekaModel_weka.classifiers.meta.Bagging2617284457221543764.model -1 1981083 model_serialized https://api.openml.org/data/download/1981083/WekaSerialized_weka.classifiers.meta.Bagging2580462332587640579.model -1 1981085 predictions https://api.openml.org/data/download/1981085/weka_generated_predictions1732988807799471391.arff area_under_roc_curve 0.973613 [0.994549,0.956878,0.992521,0.979661,0.965949,0.989189,0.940331,0.985601,0.993546,0.937911] average_cost 0 f_measure 0.806972 [0.982544,0.785185,0.939394,0.851282,0.770833,0.869136,0.523457,0.886792,0.947103,0.513995] kappa 0.786111 kb_relative_information_score 1600.373393 mean_absolute_error 0.055383 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 0.807525 [0.9801,0.77561,0.94898,0.873684,0.804348,0.858537,0.517073,0.839286,0.954315,0.523316] predictive_accuracy 0.8075 prior_entropy 3.321928 recall 0.8075 [0.985,0.795,0.93,0.83,0.74,0.88,0.53,0.94,0.94,0.505] relative_absolute_error 0.307683 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.163757 root_relative_squared_error 0.545857 scimark_benchmark 1584.800952 [907.7494463812349, 996.8727570475086, 488.9535027687386, 1511.7878022027733, 4018.6412535963805] total_cost 0 usercpu_time_millis 2710 usercpu_time_millis_testing 20 usercpu_time_millis_training 2690 area_under_roc_curve 0.980958 [1,0.963889,0.991944,0.992778,0.980278,1,0.940417,0.993889,0.991667,0.954722] area_under_roc_curve 0.97825 [0.972222,0.970972,0.990556,0.97375,0.987917,0.993194,0.946944,0.993889,0.999444,0.953611] area_under_roc_curve 0.968 [1,0.953194,0.992917,0.965556,0.981528,0.994722,0.909861,0.936528,1,0.945694] area_under_roc_curve 0.984194 [0.999722,0.966389,0.997222,0.986944,0.982222,0.992778,0.978333,0.992778,0.998611,0.946944] area_under_roc_curve 0.974167 [1,0.943056,0.998333,0.985278,0.982917,0.985833,0.953194,0.975694,0.999444,0.917917] area_under_roc_curve 0.981569 [1,0.985139,1,0.997222,0.971944,0.986528,0.9475,0.995,0.994028,0.938333] area_under_roc_curve 0.974389 [1,0.977778,0.994861,0.995556,0.955833,0.963611,0.946389,0.993611,1,0.91625] area_under_roc_curve 0.974125 [0.974444,0.974167,0.998333,0.990556,0.972361,0.994167,0.919861,0.999722,0.962083,0.955556] area_under_roc_curve 0.963694 [1,0.901111,1,0.994722,0.901389,0.984028,0.941667,0.994861,1,0.919167] area_under_roc_curve 0.958194 [1,0.918889,0.963333,0.925833,0.940139,0.99625,0.921667,0.990833,0.989167,0.935833] 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 0.819304 [1,0.782609,0.926829,0.833333,0.780488,0.974359,0.457143,0.9,0.947368,0.590909] f_measure 0.805268 [0.974359,0.837209,0.923077,0.842105,0.705882,0.857143,0.55814,0.904762,0.95,0.5] f_measure 0.771082 [1,0.714286,0.947368,0.727273,0.761905,0.837209,0.410256,0.871795,0.97561,0.465116] f_measure 0.809391 [0.95,0.8,0.95,0.863636,0.8,0.833333,0.636364,0.9,0.923077,0.4375] f_measure 0.775308 [0.97561,0.611111,0.918919,0.826087,0.722222,0.769231,0.564103,0.826087,0.97561,0.564103] f_measure 0.828581 [1,0.837209,0.974359,0.842105,0.810811,0.878049,0.526316,0.904762,0.926829,0.585366] f_measure 0.800948 [1,0.820513,0.894737,0.923077,0.8,0.844444,0.52381,0.869565,1,0.333333] f_measure 0.790806 [0.95,0.731707,0.97561,0.842105,0.736842,0.820513,0.5,0.930233,0.894737,0.526316] f_measure 0.854075 [1,0.833333,1,0.904762,0.842105,0.926829,0.55,0.883721,1,0.6] f_measure 0.805018 [0.97561,0.871795,0.883721,0.888889,0.736842,0.95,0.487805,0.883721,0.871795,0.5] kappa 0.8 kappa 0.783333 kappa 0.744444 kappa 0.794444 kappa 0.755556 kappa 0.811111 kappa 0.783333 kappa 0.766667 kappa 0.838889 kappa 0.783333 kb_relative_information_score 162.672756 kb_relative_information_score 159.442632 kb_relative_information_score 158.158889 kb_relative_information_score 161.710131 kb_relative_information_score 158.411358 kb_relative_information_score 162.742076 kb_relative_information_score 161.456733 kb_relative_information_score 158.476573 kb_relative_information_score 163.830801 kb_relative_information_score 153.471445 mean_absolute_error 0.0517 mean_absolute_error 0.057792 mean_absolute_error 0.05635 mean_absolute_error 0.054026 mean_absolute_error 0.056796 mean_absolute_error 0.05208 mean_absolute_error 0.054709 mean_absolute_error 0.058042 mean_absolute_error 0.051826 mean_absolute_error 0.06051 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 0.827147 [1,0.692308,0.904762,0.9375,0.761905,1,0.533333,0.9,1,0.541667] precision 0.812957 [1,0.782609,0.947368,0.888889,0.857143,0.818182,0.521739,0.863636,0.95,0.5] precision 0.781773 [1,0.681818,1,0.923077,0.727273,0.782609,0.421053,0.894737,0.952381,0.434783] precision 0.81632 [0.95,0.8,0.95,0.791667,0.72,0.9375,0.583333,0.9,0.947368,0.583333] precision 0.781367 [0.952381,0.6875,1,0.730769,0.8125,0.789474,0.578947,0.730769,0.952381,0.578947] precision 0.830638 [1,0.782609,1,0.888889,0.882353,0.857143,0.555556,0.863636,0.904762,0.571429] precision 0.807148 [1,0.842105,0.944444,0.947368,0.933333,0.76,0.5,0.769231,1,0.375] precision 0.795334 [0.95,0.714286,0.952381,0.888889,0.777778,0.842105,0.458333,0.869565,0.944444,0.555556] precision 0.857087 [1,0.9375,1,0.863636,0.888889,0.904762,0.55,0.826087,1,0.6] precision 0.8098 [0.952381,0.894737,0.826087,1,0.777778,0.95,0.47619,0.826087,0.894737,0.5] predictive_accuracy 0.82 predictive_accuracy 0.805 predictive_accuracy 0.77 predictive_accuracy 0.815 predictive_accuracy 0.78 predictive_accuracy 0.83 predictive_accuracy 0.805 predictive_accuracy 0.79 predictive_accuracy 0.855 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 0.82 [1,0.9,0.95,0.75,0.8,0.95,0.4,0.9,0.9,0.65] recall 0.805 [0.95,0.9,0.9,0.8,0.6,0.9,0.6,0.95,0.95,0.5] recall 0.77 [1,0.75,0.9,0.6,0.8,0.9,0.4,0.85,1,0.5] recall 0.815 [0.95,0.8,0.95,0.95,0.9,0.75,0.7,0.9,0.9,0.35] recall 0.78 [1,0.55,0.85,0.95,0.65,0.75,0.55,0.95,1,0.55] recall 0.83 [1,0.9,0.95,0.8,0.75,0.9,0.5,0.95,0.95,0.6] recall 0.805 [1,0.8,0.85,0.9,0.7,0.95,0.55,1,1,0.3] recall 0.79 [0.95,0.75,1,0.8,0.7,0.8,0.55,1,0.85,0.5] recall 0.855 [1,0.75,1,0.95,0.8,0.95,0.55,0.95,1,0.6] recall 0.805 [1,0.85,0.95,0.8,0.7,0.95,0.5,0.95,0.85,0.5] relative_absolute_error 0.287222 relative_absolute_error 0.321065 relative_absolute_error 0.313054 relative_absolute_error 0.300142 relative_absolute_error 0.315531 relative_absolute_error 0.289336 relative_absolute_error 0.303941 relative_absolute_error 0.322453 relative_absolute_error 0.287922 relative_absolute_error 0.336169 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 0.157998 root_mean_squared_error 0.16585 root_mean_squared_error 0.171443 root_mean_squared_error 0.158533 root_mean_squared_error 0.169703 root_mean_squared_error 0.155725 root_mean_squared_error 0.161241 root_mean_squared_error 0.165977 root_mean_squared_error 0.154241 root_mean_squared_error 0.175447 root_relative_squared_error 0.52666 root_relative_squared_error 0.552833 root_relative_squared_error 0.571478 root_relative_squared_error 0.528444 root_relative_squared_error 0.565678 root_relative_squared_error 0.519083 root_relative_squared_error 0.53747 root_relative_squared_error 0.553257 root_relative_squared_error 0.514136 root_relative_squared_error 0.584824 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 3150 usercpu_time_millis 2300 usercpu_time_millis 2200 usercpu_time_millis 2210 usercpu_time_millis 2170 usercpu_time_millis 2370 usercpu_time_millis 2070 usercpu_time_millis 2130 usercpu_time_millis 2150 usercpu_time_millis 2330 usercpu_time_millis_testing 20 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 3130 usercpu_time_millis_training 2300 usercpu_time_millis_training 2190 usercpu_time_millis_training 2210 usercpu_time_millis_training 2170 usercpu_time_millis_training 2360 usercpu_time_millis_training 2060 usercpu_time_millis_training 2130 usercpu_time_millis_training 2140 usercpu_time_millis_training 2320