553547 1 Jan van Rijn 3958 Supervised Classification predictive_accuracy 2555 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3) 3464 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1 I 100 1726 K 0 1726 S 1 1726 num-slots 1 1726 P 1 2049 E 1 2049 D 1 2050 N 5 2050 E weka.attributeSelection.CfsSubsetEval 2555 S weka.attributeSelection.BestFirst 2555 W weka.classifiers.trees.RandomForest 2555 study_15 study_20 weka weka_3.7.13 1124 AP_Omentum_Uterus https://www.openml.org/data/download/54007/AP_Omentum_Uterus.arff -1 1905064 description https://api.openml.org/data/download/1905064/weka_generated_run3945507151293538889.xml -1 1905066 model_readable https://api.openml.org/data/download/1905066/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier8812470406645975621.model -1 1905065 model_serialized https://api.openml.org/data/download/1905065/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6791441953095886456.model -1 1905067 predictions https://api.openml.org/data/download/1905067/weka_generated_predictions117463373586367533.arff area_under_roc_curve 0.969156 [0.969156,0.969156] average_cost 0 f_measure 0.910217 [0.881579,0.928] kappa 0.809599 kb_relative_information_score 125.199691 mean_absolute_error 0.196766 mean_prior_absolute_error 0.472931 number_of_instances 201 [77,124] os_information [Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.910176 [0.893333,0.920635] predictive_accuracy 0.910448 prior_entropy 0.960979 recall 0.910448 [0.87013,0.935484] relative_absolute_error 0.416057 root_mean_prior_squared_error 0.48614 root_mean_squared_error 0.272219 root_relative_squared_error 0.559959 scimark_benchmark 1376.316639 [734.1080358617838, 929.1007214833671, 524.5441426563692, 1263.3445492814637, 3430.485745704022] total_cost 0 usercpu_time_millis 2632580 usercpu_time_millis_testing 20 usercpu_time_millis_training 2632560 area_under_roc_curve 1 [1,1] area_under_roc_curve 0.989583 [0.989583,0.989583] area_under_roc_curve 0.994792 [0.994792,0.994792] area_under_roc_curve 0.890625 [0.890625,0.890625] area_under_roc_curve 0.911458 [0.911458,0.911458] area_under_roc_curve 0.979167 [0.979167,0.979167] area_under_roc_curve 0.9375 [0.9375,0.9375] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.956044 [0.956044,0.956044] area_under_roc_curve 1 [1,1] 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 1 [1,1] f_measure 0.949333 [0.933333,0.96] f_measure 0.949333 [0.933333,0.96] f_measure 0.7 [0.625,0.75] f_measure 0.9 [0.875,0.916667] f_measure 0.950384 [0.941176,0.956522] f_measure 0.9 [0.875,0.916667] f_measure 0.949003 [0.923077,0.962963] f_measure 0.847009 [0.769231,0.888889] f_measure 0.950667 [0.933333,0.96] kappa 1 kappa 0.893617 kappa 0.893617 kappa 0.375 kappa 0.791667 kappa 0.897959 kappa 0.791667 kappa 0.886364 kappa 0.659091 kappa 0.893617 kb_relative_information_score 15.086413 kb_relative_information_score 12.692101 kb_relative_information_score 13.436514 kb_relative_information_score 8.26231 kb_relative_information_score 10.911374 kb_relative_information_score 12.149141 kb_relative_information_score 12.279302 kb_relative_information_score 13.78215 kb_relative_information_score 12.067351 kb_relative_information_score 14.533035 mean_absolute_error 0.155238 mean_absolute_error 0.2015 mean_absolute_error 0.1845 mean_absolute_error 0.287 mean_absolute_error 0.24 mean_absolute_error 0.212 mean_absolute_error 0.206 mean_absolute_error 0.1595 mean_absolute_error 0.1895 mean_absolute_error 0.1345 mean_prior_absolute_error 0.472437 mean_prior_absolute_error 0.476847 mean_prior_absolute_error 0.476847 mean_prior_absolute_error 0.476847 mean_prior_absolute_error 0.476847 mean_prior_absolute_error 0.476847 mean_prior_absolute_error 0.476847 mean_prior_absolute_error 0.465271 mean_prior_absolute_error 0.465271 mean_prior_absolute_error 0.465271 number_of_instances 21 [8,13] number_of_instances 20 [8,12] number_of_instances 20 [8,12] number_of_instances 20 [8,12] number_of_instances 20 [8,12] number_of_instances 20 [8,12] number_of_instances 20 [8,12] number_of_instances 20 [7,13] number_of_instances 20 [7,13] number_of_instances 20 [7,13] precision 1 [1,1] precision 0.953846 [1,0.923077] precision 0.953846 [1,0.923077] precision 0.7 [0.625,0.75] precision 0.9 [0.875,0.916667] precision 0.955556 [0.888889,1] precision 0.9 [0.875,0.916667] precision 0.953571 [1,0.928571] precision 0.84881 [0.833333,0.857143] precision 0.95625 [0.875,1] predictive_accuracy 1 predictive_accuracy 0.95 predictive_accuracy 0.95 predictive_accuracy 0.7 predictive_accuracy 0.9 predictive_accuracy 0.95 predictive_accuracy 0.9 predictive_accuracy 0.95 predictive_accuracy 0.85 predictive_accuracy 0.95 prior_entropy 0.960979 prior_entropy 0.960979 prior_entropy 0.960979 prior_entropy 0.960979 prior_entropy 0.960979 prior_entropy 0.960979 prior_entropy 0.960979 prior_entropy 0.960979 prior_entropy 0.960979 prior_entropy 0.960979 recall 1 [1,1] recall 0.95 [0.875,1] recall 0.95 [0.875,1] recall 0.7 [0.625,0.75] recall 0.9 [0.875,0.916667] recall 0.95 [1,0.916667] recall 0.9 [0.875,0.916667] recall 0.95 [0.857143,1] recall 0.85 [0.714286,0.923077] recall 0.95 [1,0.923077] relative_absolute_error 0.32859 relative_absolute_error 0.422567 relative_absolute_error 0.386916 relative_absolute_error 0.60187 relative_absolute_error 0.503306 relative_absolute_error 0.444587 relative_absolute_error 0.432004 relative_absolute_error 0.342811 relative_absolute_error 0.40729 relative_absolute_error 0.289079 root_mean_prior_squared_error 0.485632 root_mean_prior_squared_error 0.490151 root_mean_prior_squared_error 0.490151 root_mean_prior_squared_error 0.490151 root_mean_prior_squared_error 0.490151 root_mean_prior_squared_error 0.490151 root_mean_prior_squared_error 0.490151 root_mean_prior_squared_error 0.478197 root_mean_prior_squared_error 0.478197 root_mean_prior_squared_error 0.478197 root_mean_squared_error 0.213095 root_mean_squared_error 0.257575 root_mean_squared_error 0.247275 root_mean_squared_error 0.369473 root_mean_squared_error 0.318685 root_mean_squared_error 0.285237 root_mean_squared_error 0.301645 root_mean_squared_error 0.213108 root_mean_squared_error 0.266299 root_mean_squared_error 0.206918 root_relative_squared_error 0.4388 root_relative_squared_error 0.525501 root_relative_squared_error 0.504487 root_relative_squared_error 0.753793 root_relative_squared_error 0.650176 root_relative_squared_error 0.581936 root_relative_squared_error 0.615413 root_relative_squared_error 0.445649 root_relative_squared_error 0.556881 root_relative_squared_error 0.432704 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 2971510 usercpu_time_millis 2769450 usercpu_time_millis 2980100 usercpu_time_millis 2326670 usercpu_time_millis 2137340 usercpu_time_millis 1946380 usercpu_time_millis 3078640 usercpu_time_millis 3029120 usercpu_time_millis 3242730 usercpu_time_millis 3153290 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 2971510 usercpu_time_millis_training 2769450 usercpu_time_millis_training 2980100 usercpu_time_millis_training 2326670 usercpu_time_millis_training 2137340 usercpu_time_millis_training 1946380 usercpu_time_millis_training 3078630 usercpu_time_millis_training 3029120 usercpu_time_millis_training 3242720 usercpu_time_millis_training 3153290