444622 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 1185 weka.Bagging_REPTree(8) 2032 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 M 2 1077 V 0.001 1077 N 3 1077 S 1 1077 L -1 1077 I 0.0 1077 P 100 1185 S 1 1185 num-slots 1 1185 I 10 1185 W weka.classifiers.trees.REPTree 1185 study_1 weka weka_3.7.12 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 1557150 description https://api.openml.org/data/download/1557150/weka_generated_run6093205999865514086.xml -1 1557153 model_readable https://api.openml.org/data/download/1557153/WekaModel_weka.classifiers.meta.Bagging6301609364670731838.model -1 1557152 model_serialized https://api.openml.org/data/download/1557152/WekaSerialized_weka.classifiers.meta.Bagging6497697757464818207.model -1 1557151 predictions https://api.openml.org/data/download/1557151/weka_generated_predictions911455121006797856.arff area_under_roc_curve 0.789204 [0.819958,0.986677,0.74899,0.791429,0.688761,0.418639,0.656374,0.595095,0.0,0.988131,0.695051,0.887384,0.376721,0.703307,0.531157,0.37574,0.912006,0.938543,0.657658,0.65727,0.35503,0.938558] average_cost 0 f_measure 0.367304 [0.554545,0.791667,0,0.32,0.184615,0,0,0,0,0,0.181818,0.325581,0,0.210526,0,0,0,0.575342,0,0,0,0.765957] kappa 0.329645 kb_relative_information_score 109.901907 mean_absolute_error 0.065027 mean_prior_absolute_error 0.081209 number_of_instances 339 [84,20,9,14,39,1,14,6,0,2,28,16,7,24,2,1,10,29,6,2,1,24] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.342087 [0.448529,0.678571,0,0.363636,0.230769,0,0,0,0,0,0.25,0.259259,0,0.285714,0,0,0,0.477273,0,0,0,0.782609] predictive_accuracy 0.424779 prior_entropy 3.754223 recall 0.424779 [0.72619,0.95,0,0.285714,0.153846,0,0,0,0,0,0.142857,0.4375,0,0.166667,0,0,0,0.724138,0,0,0,0.75] relative_absolute_error 0.800739 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.180859 root_relative_squared_error 0.899422 scimark_benchmark 941.499111 [553.7271705372895, 1011.2595505536781, 481.71462303608115, 911.4882009958203, 1749.3060121829703] total_cost 0 usercpu_time_millis 30 usercpu_time_millis_testing 0 usercpu_time_millis_training 30 area_under_roc_curve 0.844222 [0.865385,1,0.727273,0.625,0.829167,0.0,0.969697,0.0,0.0,1,0.806452,0.984375,0.393939,0.40625,0.0,0.0,0.954545,0.989247,0.0,0.0,0.0,1] area_under_roc_curve 0.82406 [0.865385,1,0.545455,1,0.625,0.0,0.666667,0.0,0.0,1,0.623656,0.969697,0.424242,0.671875,0.0,0.0,1,0.924731,0.0,1,0.0,1] area_under_roc_curve 0.662731 [0.512019,1,0.848485,0.484375,0.658333,0.0,0.106061,0.121212,0.0,0.0,0.6875,0.954545,0.166667,0.90625,0.0,0.5,0.939394,0.892473,0.0,0.333333,0.0,1] area_under_roc_curve 0.797737 [0.826923,0.921875,0.484848,0.890625,0.6375,0.5,0.378788,0.818182,0.0,0.0,0.9375,0.939394,0.651515,0.648438,0.727273,0.0,0.757576,0.967742,0.0,0.0,0.0,1] area_under_roc_curve 0.824215 [0.857778,1,0.787879,1,0.741667,0.0,0.787879,0.575758,0.0,0.0,0.634409,1,0.19697,0.984375,0.742424,0.0,0.969697,0.946237,0.909091,0.0,0.0,0.828125] area_under_roc_curve 0.819059 [0.72,0.984375,0.878788,0.69697,0.85,0.0,0.78125,1,0.0,0.0,0.72043,0.875,0.0,0.78125,0.0,0.0,0.969697,0.897849,0.833333,0.0,0.0,0.945312] area_under_roc_curve 0.822757 [0.826667,1,0.939394,0.939394,0.822581,0.0,0.828125,1,0.0,0.0,0.419355,0.96875,0.0,0.72043,0.0,0.0,0.848485,0.973118,1,0.0,0.0,0.703125] area_under_roc_curve 0.807415 [0.88,1,0.0,0.969697,0.716667,0.0,0.773438,0.19697,0.0,0.0,0.935484,0.609375,0.0,0.629032,0.0,0.0,0.954545,0.967742,0.181818,0.0,0.0,1] area_under_roc_curve 0.790704 [0.879808,1,0.893939,1,0.575,0.0,0.71875,0.0,0.0,0.0,0.591398,0.835938,0.409091,0.827957,0.0,0.0,0.863636,0.984375,0.636364,0.0,0.5,0.953125] area_under_roc_curve 0.797449 [0.935,1,0.78125,0.75,0.525862,0.0,0.46875,0.0,0.0,0.0,0.744444,0.967742,0.484375,0.522222,0.0,0.0,0.90625,0.983333,0.65625,0.0,0.0,1] 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 0.362901 [0.518519,0.8,0,0,0.285714,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.571429,0,0,0,0.8] f_measure 0.363458 [0.636364,0.8,0,0.666667,0,0,0,0,0,0,0,0.333333,0,0,0,0,0,0.333333,0,0,0,1] f_measure 0.189076 [0.285714,0.571429,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1] f_measure 0.406863 [0.666667,0.666667,0,0.666667,0,0,0,0,0,0,0.666667,0,0,0,0,0,0,0.5,0,0,0,1] f_measure 0.366234 [0.545455,0.8,0,0,0.285714,0,0,0,0,0,0,1,0,0.5,0,0,0,0.666667,0,0,0,0.4] f_measure 0.318002 [0.48,0.5,0,0,0.444444,0,0,0,0,0,0,0.333333,0,0,0,0,0,0.571429,0,0,0,0.666667] f_measure 0.395378 [0.571429,1,0,0,0.333333,0,0,0,0,0,0,0.333333,0,0.5,0,0,0,0.6,0,0,0,0.666667] f_measure 0.40508 [0.608696,1,0,0.666667,0.4,0,0,0,0,0,0,0.222222,0,0,0,0,0,0.75,0,0,0,0.666667] f_measure 0.304813 [0.545455,1,0,1,0,0,0,0,0,0,0,0,0,0.285714,0,0,0,0.571429,0,0,0,0.5] f_measure 0.496305 [0.736842,1,0,0,0,0,0,0,0,0,0.8,0.5,0,0.5,0,0,0,0.75,0,0,0,0.666667] kappa 0.328482 kappa 0.354 kappa 0.125618 kappa 0.402344 kappa 0.344162 kappa 0.258567 kappa 0.347475 kappa 0.379939 kappa 0.280242 kappa 0.476744 kb_relative_information_score 12.587266 kb_relative_information_score 12.74526 kb_relative_information_score 7.118564 kb_relative_information_score 10.141606 kb_relative_information_score 11.446495 kb_relative_information_score 10.030896 kb_relative_information_score 11.985053 kb_relative_information_score 11.527587 kb_relative_information_score 9.95412 kb_relative_information_score 12.36506 mean_absolute_error 0.063271 mean_absolute_error 0.064683 mean_absolute_error 0.07355 mean_absolute_error 0.06633 mean_absolute_error 0.063258 mean_absolute_error 0.067149 mean_absolute_error 0.064289 mean_absolute_error 0.062996 mean_absolute_error 0.065715 mean_absolute_error 0.05885 mean_prior_absolute_error 0.081317 mean_prior_absolute_error 0.081421 mean_prior_absolute_error 0.081592 mean_prior_absolute_error 0.081592 mean_prior_absolute_error 0.081006 mean_prior_absolute_error 0.080851 mean_prior_absolute_error 0.080962 mean_prior_absolute_error 0.08074 mean_prior_absolute_error 0.081495 mean_prior_absolute_error 0.081111 number_of_instances 34 [8,2,1,2,4,0,1,0,0,1,3,2,1,2,0,0,1,3,0,0,0,3] number_of_instances 34 [8,2,1,2,4,0,1,0,0,1,3,1,1,2,0,0,1,3,0,1,0,3] number_of_instances 34 [8,2,1,2,4,0,1,1,0,0,2,1,1,2,0,1,1,3,0,1,0,3] number_of_instances 34 [8,2,1,2,4,1,1,1,0,0,2,1,1,2,1,0,1,3,0,0,0,3] number_of_instances 34 [9,2,1,1,4,0,1,1,0,0,3,1,1,2,1,0,1,3,1,0,0,2] number_of_instances 34 [9,2,1,1,4,0,2,1,0,0,3,2,0,2,0,0,1,3,1,0,0,2] number_of_instances 34 [9,2,1,1,3,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2] number_of_instances 34 [9,2,0,1,4,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2] number_of_instances 34 [8,2,1,1,4,0,2,0,0,0,3,2,1,3,0,0,1,2,1,0,1,2] number_of_instances 33 [8,2,1,1,4,0,1,0,0,0,3,2,1,3,0,0,1,3,1,0,0,2] precision 0.356295 [0.368421,0.666667,0,0,0.333333,0,0,0,0,0,0,1,0,0,0,0,0,0.5,0,0,0,1] precision 0.339216 [0.5,0.666667,0,1,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0.333333,0,0,0,1] precision 0.166063 [0.230769,0.4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1] precision 0.382353 [0.6,0.5,0,1,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0.4,0,0,0,1] precision 0.323152 [0.461538,0.666667,0,0,0.333333,0,0,0,0,0,0,1,0,0.5,0,0,0,0.5,0,0,0,0.333333] precision 0.293382 [0.375,0.5,0,0,0.4,0,0,0,0,0,0,0.25,0,0,0,0,0,0.5,0,0,0,1] precision 0.420168 [0.5,1,0,0,0.333333,0,0,0,0,0,0,0.25,0,1,0,0,0,0.428571,0,0,0,1] precision 0.443697 [0.5,1,0,0.5,1,0,0,0,0,0,0,0.142857,0,0,0,0,0,0.6,0,0,0,1] precision 0.264076 [0.428571,1,0,1,0,0,0,0,0,0,0,0,0,0.25,0,0,0,0.4,0,0,0,0.5] precision 0.511846 [0.636364,1,0,0,0,0,0,0,0,0,1,0.5,0,1,0,0,0,0.6,0,0,0,0.5] predictive_accuracy 0.441176 predictive_accuracy 0.441176 predictive_accuracy 0.235294 predictive_accuracy 0.470588 predictive_accuracy 0.441176 predictive_accuracy 0.382353 predictive_accuracy 0.441176 predictive_accuracy 0.470588 predictive_accuracy 0.382353 predictive_accuracy 0.545455 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 recall 0.441176 [0.875,1,0,0,0.25,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,0.666667] recall 0.441176 [0.875,1,0,0.5,0,0,0,0,0,0,0,1,0,0,0,0,0,0.333333,0,0,0,1] recall 0.235294 [0.375,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1] recall 0.470588 [0.75,1,0,0.5,0,0,0,0,0,0,1,0,0,0,0,0,0,0.666667,0,0,0,1] recall 0.441176 [0.666667,1,0,0,0.25,0,0,0,0,0,0,1,0,0.5,0,0,0,1,0,0,0,0.5] recall 0.382353 [0.666667,0.5,0,0,0.5,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,0.5] recall 0.441176 [0.666667,1,0,0,0.333333,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.470588 [0.777778,1,0,1,0.25,0,0,0,0,0,0,0.5,0,0,0,0,0,1,0,0,0,0.5] recall 0.382353 [0.75,1,0,1,0,0,0,0,0,0,0,0,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.545455 [0.875,1,0,0,0,0,0,0,0,0,0.666667,0.5,0,0.333333,0,0,0,1,0,0,0,1] relative_absolute_error 0.778073 relative_absolute_error 0.794431 relative_absolute_error 0.901441 relative_absolute_error 0.812947 relative_absolute_error 0.780896 relative_absolute_error 0.830529 relative_absolute_error 0.794065 relative_absolute_error 0.78023 relative_absolute_error 0.806362 relative_absolute_error 0.725552 root_mean_prior_squared_error 0.201354 root_mean_prior_squared_error 0.201611 root_mean_prior_squared_error 0.202033 root_mean_prior_squared_error 0.202033 root_mean_prior_squared_error 0.20058 root_mean_prior_squared_error 0.200192 root_mean_prior_squared_error 0.200469 root_mean_prior_squared_error 0.199914 root_mean_prior_squared_error 0.201795 root_mean_prior_squared_error 0.20084 root_mean_squared_error 0.173164 root_mean_squared_error 0.179734 root_mean_squared_error 0.199362 root_mean_squared_error 0.183843 root_mean_squared_error 0.175479 root_mean_squared_error 0.186843 root_mean_squared_error 0.178471 root_mean_squared_error 0.174642 root_mean_squared_error 0.183818 root_mean_squared_error 0.171244 root_relative_squared_error 0.859999 root_relative_squared_error 0.891487 root_relative_squared_error 0.98678 root_relative_squared_error 0.909964 root_relative_squared_error 0.874857 root_relative_squared_error 0.933321 root_relative_squared_error 0.890268 root_relative_squared_error 0.873588 root_relative_squared_error 0.910915 root_relative_squared_error 0.852638 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 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30