213865 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 1185 weka.Bagging_REPTree(8) 2035 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -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 80 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 712708 description https://api.openml.org/data/download/712708/weka_generated_run7337367783346550556.xml -1 712711 model_readable https://api.openml.org/data/download/712711/WekaModel_weka.classifiers.meta.Bagging4337102342681333073.model -1 712710 model_serialized https://api.openml.org/data/download/712710/WekaSerialized_weka.classifiers.meta.Bagging2367305369155153924.model -1 712709 predictions https://api.openml.org/data/download/712709/weka_generated_predictions4011207484230656710.arff area_under_roc_curve 0.813234 [0.855462,0.985893,0.785185,0.836703,0.69188,0.306213,0.665385,0.588088,0.0,0.985163,0.761369,0.89851,0.418675,0.753042,0.405045,0.273669,0.938298,0.923582,0.732232,0.902077,0.266272,0.950529] average_cost 0 f_measure 0.370913 [0.618834,0.77551,0,0.2,0.105263,0,0,0,0,0,0.156863,0.363636,0,0.26087,0,0,0,0.533333,0,0,0,0.808511] kappa 0.348369 kb_relative_information_score 111.641826 mean_absolute_error 0.065144 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 0.337431 [0.496403,0.655172,0,0.333333,0.166667,0,0,0,0,0,0.173913,0.285714,0,0.272727,0,0,0,0.434783,0,0,0,0.826087] predictive_accuracy 0.442478 prior_entropy 3.754223 recall 0.442478 [0.821429,0.95,0,0.142857,0.076923,0,0,0,0,0,0.142857,0.5,0,0.25,0,0,0,0.689655,0,0,0,0.791667] relative_absolute_error 0.802178 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.178918 root_relative_squared_error 0.889766 scimark_benchmark 939.449026 [547.8142687314753, 1013.1204302006943, 481.49857166643204, 902.6997108813531, 1752.1121496976039] total_cost 0 usercpu_time_millis 330 usercpu_time_millis_testing 20 usercpu_time_millis_training 310 area_under_roc_curve 0.847818 [0.870192,1,0.757576,0.75,0.808333,0.0,0.969697,0.0,0.0,1,0.725806,0.984375,0.272727,0.53125,0.0,0.0,0.954545,0.989247,0.0,0.0,0.0,1] area_under_roc_curve 0.850781 [0.855769,0.984375,0.666667,0.984375,0.575,0.0,0.69697,0.0,0.0,1,0.801075,0.954545,0.818182,0.859375,0.0,0.0,1,0.88172,0.0,0.939394,0.0,1] area_under_roc_curve 0.725682 [0.620192,1,0.848485,0.53125,0.7,0.0,0.772727,0.060606,0.0,0.0,0.75,0.984848,0.19697,0.90625,0.0,0.5,0.909091,0.784946,0.0,0.909091,0.0,1] area_under_roc_curve 0.799407 [0.836538,0.921875,0.484848,0.890625,0.691667,0.5,0.333333,0.848485,0.0,0.0,0.84375,0.939394,0.742424,0.617188,0.606061,0.0,0.848485,0.956989,0.0,0.0,0.0,1] area_under_roc_curve 0.860258 [0.928889,1,0.848485,1,0.816667,0.0,0.69697,0.333333,0.0,0.0,0.72043,1,0.575758,0.9375,0.727273,0.0,1,0.935484,0.878788,0.0,0.0,0.859375] area_under_roc_curve 0.833375 [0.76,0.96875,0.909091,0.818182,0.758333,0.0,0.765625,1,0.0,0.0,0.83871,0.890625,0.0,0.90625,0.0,0.0,0.939394,0.870968,0.69697,0.0,0.0,0.953125] area_under_roc_curve 0.822728 [0.848889,1,0.939394,0.909091,0.795699,0.0,0.609375,1,0.0,0.0,0.591398,0.9375,0.0,0.688172,0.0,0.0,0.787879,0.989247,0.909091,0.0,0.0,0.75] area_under_roc_curve 0.862577 [0.928889,1,0.0,0.969697,0.633333,0.0,0.84375,0.5,0.0,0.0,0.956989,0.773438,0.0,0.758065,0.0,0.0,0.984848,0.967742,0.69697,0.0,0.0,1] area_under_roc_curve 0.817516 [0.918269,1,0.818182,1,0.620833,0.0,0.828125,0.0,0.0,0.0,0.612903,0.8125,0.393939,0.827957,0.0,0.0,0.939394,0.992188,0.757576,0.0,0.5,0.984375] area_under_roc_curve 0.805458 [0.925,1,0.84375,0.84375,0.530172,0.0,0.25,0.0,0.0,0.0,0.755556,0.983871,0.3125,0.666667,0.0,0.0,0.9375,0.983333,0.6875,0.0,0.0,1] 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 0.346716 [0.592593,0.8,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.571429,0,0,0,0.8] f_measure 0.303361 [0.571429,0.8,0,0,0,0,0,0,0,0,0,0.285714,0,0,0,0,0,0.285714,0,0,0,1] f_measure 0.240939 [0.454545,0.444444,0,0,0,0,0,0,0,0,0,0,0,0.333333,0,0,0,0,0,0,0,1] f_measure 0.410069 [0.736842,0.571429,0,0.666667,0,0,0,0,0,0,0.285714,0,0,0,0,0,0,0.666667,0,0,0,1] f_measure 0.370104 [0.727273,1,0,0,0,0,0,0,0,0,0,0.666667,0,0.285714,0,0,0,0.666667,0,0,0,0.4] f_measure 0.320261 [0.592593,0.666667,0,0,0.222222,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.666667] f_measure 0.394385 [0.545455,1,0,0,0.4,0,0,0,0,0,0,0.333333,0,0.5,0,0,0,0.6,0,0,0,0.666667] f_measure 0.437224 [0.695652,1,0,0,0.333333,0,0,0,0,0,0,0.285714,0,0.4,0,0,0,0.5,0,0,0,1] f_measure 0.385154 [0.571429,1,0,1,0,0,0,0,0,0,0.333333,0.666667,0,0.285714,0,0,0,0.666667,0,0,0,0.5] f_measure 0.503973 [0.736842,1,0,0,0,0,0,0,0,0,0.8,0.8,0,0.5,0,0,0,0.545455,0,0,0,0.8] kappa 0.32918 kappa 0.291667 kappa 0.216433 kappa 0.397638 kappa 0.381818 kappa 0.247629 kappa 0.343496 kappa 0.411405 kappa 0.351406 kappa 0.511628 kb_relative_information_score 12.692804 kb_relative_information_score 11.863762 kb_relative_information_score 7.791918 kb_relative_information_score 10.63608 kb_relative_information_score 11.605042 kb_relative_information_score 10.638991 kb_relative_information_score 11.481357 kb_relative_information_score 11.902319 kb_relative_information_score 10.972702 kb_relative_information_score 12.056852 mean_absolute_error 0.062807 mean_absolute_error 0.06614 mean_absolute_error 0.07265 mean_absolute_error 0.066273 mean_absolute_error 0.063374 mean_absolute_error 0.067122 mean_absolute_error 0.065528 mean_absolute_error 0.062555 mean_absolute_error 0.065019 mean_absolute_error 0.059815 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 0.329463 [0.421053,0.666667,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.5,0,0,0,1] precision 0.263009 [0.461538,0.666667,0,0,0,0,0,0,0,0,0,0.166667,0,0,0,0,0,0.25,0,0,0,1] precision 0.203782 [0.357143,0.285714,0,0,0,0,0,0,0,0,0,0,0,0.25,0,0,0,0,0,0,0,1] precision 0.390909 [0.636364,0.4,0,1,0,0,0,0,0,0,0.2,0,0,0,0,0,0,0.666667,0,0,0,1] precision 0.311916 [0.615385,1,0,0,0,0,0,0,0,0,0,0.5,0,0.2,0,0,0,0.5,0,0,0,0.333333] precision 0.317647 [0.444444,1,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,1] precision 0.424693 [0.461538,1,0,0,0.5,0,0,0,0,0,0,0.25,0,1,0,0,0,0.428571,0,0,0,1] precision 0.418908 [0.571429,1,0,0,0.5,0,0,0,0,0,0,0.2,0,0.5,0,0,0,0.4,0,0,0,1] precision 0.36595 [0.461538,1,0,1,0,0,0,0,0,0,0.333333,1,0,0.25,0,0,0,0.5,0,0,0,0.5] precision 0.511593 [0.636364,1,0,0,0,0,0,0,0,0,1,0.666667,0,1,0,0,0,0.375,0,0,0,0.666667] predictive_accuracy 0.441176 predictive_accuracy 0.382353 predictive_accuracy 0.323529 predictive_accuracy 0.470588 predictive_accuracy 0.470588 predictive_accuracy 0.382353 predictive_accuracy 0.441176 predictive_accuracy 0.5 predictive_accuracy 0.441176 predictive_accuracy 0.575758 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 [1,1,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,0.666667] recall 0.382353 [0.75,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.333333,0,0,0,1] recall 0.323529 [0.625,1,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0,1] recall 0.470588 [0.875,1,0,0.5,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0.666667,0,0,0,1] recall 0.470588 [0.888889,1,0,0,0,0,0,0,0,0,0,1,0,0.5,0,0,0,1,0,0,0,0.5] recall 0.382353 [0.888889,0.5,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.5] 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 0.5 [0.888889,1,0,0,0.25,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,0.666667,0,0,0,1] recall 0.441176 [0.75,1,0,1,0,0,0,0,0,0,0.333333,0.5,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.575758 [0.875,1,0,0,0,0,0,0,0,0,0.666667,1,0,0.333333,0,0,0,1,0,0,0,1] relative_absolute_error 0.772372 relative_absolute_error 0.812317 relative_absolute_error 0.89041 relative_absolute_error 0.812252 relative_absolute_error 0.782334 relative_absolute_error 0.830196 relative_absolute_error 0.809369 relative_absolute_error 0.774778 relative_absolute_error 0.797825 relative_absolute_error 0.737453 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 0.172515 root_mean_squared_error 0.180693 root_mean_squared_error 0.195239 root_mean_squared_error 0.181419 root_mean_squared_error 0.174666 root_mean_squared_error 0.183094 root_mean_squared_error 0.177945 root_mean_squared_error 0.171469 root_mean_squared_error 0.17873 root_mean_squared_error 0.171929 root_relative_squared_error 0.856774 root_relative_squared_error 0.896245 root_relative_squared_error 0.966369 root_relative_squared_error 0.897966 root_relative_squared_error 0.870804 root_relative_squared_error 0.914594 root_relative_squared_error 0.887642 root_relative_squared_error 0.857715 root_relative_squared_error 0.885704 root_relative_squared_error 0.856049 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 470 usercpu_time_millis 460 usercpu_time_millis 410 usercpu_time_millis 280 usercpu_time_millis 290 usercpu_time_millis 280 usercpu_time_millis 290 usercpu_time_millis 270 usercpu_time_millis 290 usercpu_time_millis 270 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 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 470 usercpu_time_millis_training 460 usercpu_time_millis_training 410 usercpu_time_millis_training 280 usercpu_time_millis_training 290 usercpu_time_millis_training 280 usercpu_time_millis_training 280 usercpu_time_millis_training 270 usercpu_time_millis_training 280 usercpu_time_millis_training 270