459397 2 Joaquin Vanschoren 48 Supervised Classification predictive_accuracy 1165 weka.A1DE(4) 1918 weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE -- -F 1 -M 1.0 F 1 1165 M 1.0 1165 study_1 weka weka_3.7.12 49 heart-c https://www.openml.org/data/download/49/dataset_49_heart-c.arff -1 1613634 description https://api.openml.org/data/download/1613634/weka_generated_run6117366072535074020.xml -1 1613637 model_readable https://api.openml.org/data/download/1613637/WekaModel_weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE2269710299084450356.model -1 1613636 model_serialized https://api.openml.org/data/download/1613636/WekaSerialized_weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE2766020183987744416.model -1 1613635 predictions https://api.openml.org/data/download/1613635/weka_generated_predictions1384767887349629385.arff area_under_roc_curve 0.911608 [0.910848,0.912516,0.0,0.0,0.0] average_cost 0 f_measure 0.828008 [0.845238,0.807407,0,0,0] kappa 0.652783 kb_relative_information_score 174.337436 mean_absolute_error 0.079443 mean_prior_absolute_error 0.200386 number_of_instances 303 [165,138,0,0,0] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.828291 [0.830409,0.825758,0,0,0] predictive_accuracy 0.828383 prior_entropy 1.079159 recall 0.828383 [0.860606,0.789855,0,0,0] relative_absolute_error 0.39645 root_mean_prior_squared_error 0.314995 root_mean_squared_error 0.222821 root_relative_squared_error 0.707378 scimark_benchmark 941.384657 [555.667624694253, 1012.5880246437401, 472.38971539770705, 910.2222614052871, 1756.0556588021248] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 0 area_under_roc_curve 0.930469 [0.928571,0.932773,0.0,0.0,0.0] area_under_roc_curve 0.94958 [0.94958,0.94958,0.0,0.0,0.0] area_under_roc_curve 0.978992 [0.978992,0.978992,0.0,0.0,0.0] area_under_roc_curve 0.914027 [0.914027,0.914027,0.0,0.0,0.0] area_under_roc_curve 0.900452 [0.900452,0.900452,0.0,0.0,0.0] area_under_roc_curve 0.912798 [0.910714,0.915179,0.0,0.0,0.0] area_under_roc_curve 0.901786 [0.901786,0.901786,0.0,0.0,0.0] area_under_roc_curve 0.874702 [0.870536,0.879464,0.0,0.0,0.0] area_under_roc_curve 0.901488 [0.897321,0.90625,0.0,0.0,0.0] area_under_roc_curve 0.933036 [0.933036,0.933036,0.0,0.0,0.0] 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 average_cost 0 f_measure 0.839047 [0.848485,0.827586,0,0,0] f_measure 0.903428 [0.909091,0.896552,0,0,0] f_measure 0.902816 [0.914286,0.888889,0,0,0] f_measure 0.829221 [0.864865,0.782609,0,0,0] f_measure 0.723126 [0.789474,0.636364,0,0,0] f_measure 0.866667 [0.875,0.857143,0,0,0] f_measure 0.794444 [0.833333,0.75,0,0,0] f_measure 0.766926 [0.774194,0.758621,0,0,0] f_measure 0.832777 [0.827586,0.83871,0,0,0] f_measure 0.8 [0.8125,0.785714,0,0,0] kappa 0.676409 kappa 0.805846 kappa 0.803383 kappa 0.651163 kappa 0.43662 kappa 0.732143 kappa 0.590909 kappa 0.533333 kappa 0.669604 kappa 0.598214 kb_relative_information_score 18.486124 kb_relative_information_score 20.612533 kb_relative_information_score 20.590208 kb_relative_information_score 17.224809 kb_relative_information_score 13.860054 kb_relative_information_score 19.338918 kb_relative_information_score 15.903247 kb_relative_information_score 14.126426 kb_relative_information_score 17.531088 kb_relative_information_score 16.664029 mean_absolute_error 0.075285 mean_absolute_error 0.06326 mean_absolute_error 0.062143 mean_absolute_error 0.077688 mean_absolute_error 0.100269 mean_absolute_error 0.066326 mean_absolute_error 0.088577 mean_absolute_error 0.100788 mean_absolute_error 0.078987 mean_absolute_error 0.082362 mean_prior_absolute_error 0.200251 mean_prior_absolute_error 0.200251 mean_prior_absolute_error 0.200251 mean_prior_absolute_error 0.19961 mean_prior_absolute_error 0.19961 mean_prior_absolute_error 0.200779 mean_prior_absolute_error 0.200779 mean_prior_absolute_error 0.200779 mean_prior_absolute_error 0.200779 mean_prior_absolute_error 0.200779 number_of_instances 31 [17,14,0,0,0] number_of_instances 31 [17,14,0,0,0] number_of_instances 31 [17,14,0,0,0] number_of_instances 30 [17,13,0,0,0] number_of_instances 30 [17,13,0,0,0] number_of_instances 30 [16,14,0,0,0] number_of_instances 30 [16,14,0,0,0] number_of_instances 30 [16,14,0,0,0] number_of_instances 30 [16,14,0,0,0] number_of_instances 30 [16,14,0,0,0] precision 0.841129 [0.875,0.8,0,0,0] precision 0.905511 [0.9375,0.866667,0,0,0] precision 0.904329 [0.888889,0.923077,0,0,0] precision 0.843333 [0.8,0.9,0,0,0] precision 0.741799 [0.714286,0.777778,0,0,0] precision 0.866667 [0.875,0.857143,0,0,0] precision 0.82 [0.75,0.9,0,0,0] precision 0.768889 [0.8,0.733333,0,0,0] precision 0.84917 [0.923077,0.764706,0,0,0] precision 0.8 [0.8125,0.785714,0,0,0] predictive_accuracy 0.83871 predictive_accuracy 0.903226 predictive_accuracy 0.903226 predictive_accuracy 0.833333 predictive_accuracy 0.733333 predictive_accuracy 0.866667 predictive_accuracy 0.8 predictive_accuracy 0.766667 predictive_accuracy 0.833333 predictive_accuracy 0.8 prior_entropy 1.079159 prior_entropy 1.079159 prior_entropy 1.079159 prior_entropy 1.079159 prior_entropy 1.079159 prior_entropy 1.079159 prior_entropy 1.079159 prior_entropy 1.079159 prior_entropy 1.079159 prior_entropy 1.079159 recall 0.83871 [0.823529,0.857143,0,0,0] recall 0.903226 [0.882353,0.928571,0,0,0] recall 0.903226 [0.941176,0.857143,0,0,0] recall 0.833333 [0.941176,0.692308,0,0,0] recall 0.733333 [0.882353,0.538462,0,0,0] recall 0.866667 [0.875,0.857143,0,0,0] recall 0.8 [0.9375,0.642857,0,0,0] recall 0.766667 [0.75,0.785714,0,0,0] recall 0.833333 [0.75,0.928571,0,0,0] recall 0.8 [0.8125,0.785714,0,0,0] relative_absolute_error 0.37595 relative_absolute_error 0.315905 relative_absolute_error 0.310323 relative_absolute_error 0.389198 relative_absolute_error 0.502326 relative_absolute_error 0.330342 relative_absolute_error 0.441166 relative_absolute_error 0.501982 relative_absolute_error 0.393403 relative_absolute_error 0.410214 root_mean_prior_squared_error 0.314782 root_mean_prior_squared_error 0.314782 root_mean_prior_squared_error 0.314782 root_mean_prior_squared_error 0.313762 root_mean_prior_squared_error 0.313762 root_mean_prior_squared_error 0.315619 root_mean_prior_squared_error 0.315619 root_mean_prior_squared_error 0.315619 root_mean_prior_squared_error 0.315619 root_mean_prior_squared_error 0.315619 root_mean_squared_error 0.217267 root_mean_squared_error 0.170126 root_mean_squared_error 0.173226 root_mean_squared_error 0.228192 root_mean_squared_error 0.267728 root_mean_squared_error 0.187774 root_mean_squared_error 0.245464 root_mean_squared_error 0.263151 root_mean_squared_error 0.221353 root_mean_squared_error 0.232928 root_relative_squared_error 0.690215 root_relative_squared_error 0.540456 root_relative_squared_error 0.550304 root_relative_squared_error 0.727278 root_relative_squared_error 0.853284 root_relative_squared_error 0.594939 root_relative_squared_error 0.777721 root_relative_squared_error 0.83376 root_relative_squared_error 0.701329 root_relative_squared_error 0.738003 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 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 10 usercpu_time_millis 0 usercpu_time_millis 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_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 10 usercpu_time_millis_training 0 usercpu_time_millis_training 0