580840 1 Jan van Rijn 37 Supervised Classification 3939 weka.Bagging_OneR(13) 6364 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.rules.OneR -- -B 6 B 6 1719 P 100 3939 S 1 3939 num-slots 1 3939 I 10 3939 W weka.classifiers.rules.OneR 3939 study_70 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 2006137 description https://api.openml.org/data/download/2006137/weka_generated_run6549193924687599613.xml -1 2006139 model_readable https://api.openml.org/data/download/2006139/WekaModel_weka.classifiers.meta.Bagging7653085697983131670.model -1 2006138 model_serialized https://api.openml.org/data/download/2006138/WekaSerialized_weka.classifiers.meta.Bagging8591196747885300015.model -1 2006140 predictions https://api.openml.org/data/download/2006140/weka_generated_predictions199263047914758332.arff area_under_roc_curve 0.706213 [0.706213,0.706213] average_cost 0 f_measure 0.696254 [0.807175,0.489311] kappa 0.315763 kb_relative_information_score 209.508081 mean_absolute_error 0.325391 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] os_information [Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.711292 [0.731707,0.673203] predictive_accuracy 0.720052 prior_entropy 0.933487 recall 0.720052 [0.9,0.384328] relative_absolute_error 0.715945 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.463217 root_relative_squared_error 0.971837 scimark_benchmark 1306.397978 [746.6782909303029, 857.5678798364443, 461.03126911064606, 1144.7336435231978, 3321.978805304455] total_cost 0 usercpu_time_millis 40 usercpu_time_millis_testing 0 usercpu_time_millis_training 40 area_under_roc_curve 0.67963 [0.67963,0.67963] area_under_roc_curve 0.641852 [0.641852,0.641852] area_under_roc_curve 0.741852 [0.741852,0.741852] area_under_roc_curve 0.64 [0.64,0.64] area_under_roc_curve 0.817778 [0.817778,0.817778] area_under_roc_curve 0.838889 [0.838889,0.838889] area_under_roc_curve 0.67 [0.67,0.67] area_under_roc_curve 0.647407 [0.647407,0.647407] area_under_roc_curve 0.735385 [0.735385,0.735385] area_under_roc_curve 0.686154 [0.686154,0.686154] 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 0.644069 [0.806723,0.342857] f_measure 0.621875 [0.756757,0.372093] f_measure 0.708352 [0.788462,0.56] f_measure 0.644189 [0.793103,0.368421] f_measure 0.773655 [0.857143,0.619048] f_measure 0.821256 [0.880734,0.711111] f_measure 0.66706 [0.781818,0.454545] f_measure 0.68183 [0.807018,0.45] f_measure 0.704524 [0.824561,0.473684] f_measure 0.672553 [0.773585,0.478261] kappa 0.217411 kappa 0.150388 kappa 0.35046 kappa 0.207547 kappa 0.491749 kappa 0.598476 kappa 0.251822 kappa 0.287637 kappa 0.328622 kappa 0.257329 kb_relative_information_score 16.155078 kb_relative_information_score 11.515907 kb_relative_information_score 20.526179 kb_relative_information_score 16.045396 kb_relative_information_score 31.828752 kb_relative_information_score 37.66086 kb_relative_information_score 17.434419 kb_relative_information_score 20.465499 kb_relative_information_score 20.797176 kb_relative_information_score 17.078816 mean_absolute_error 0.354545 mean_absolute_error 0.379221 mean_absolute_error 0.328571 mean_absolute_error 0.351948 mean_absolute_error 0.27013 mean_absolute_error 0.236364 mean_absolute_error 0.346753 mean_absolute_error 0.328571 mean_absolute_error 0.322368 mean_absolute_error 0.335526 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.452427 mean_prior_absolute_error 0.452427 number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 76 [50,26] number_of_instances 76 [50,26] precision 0.714709 [0.695652,0.75] precision 0.622419 [0.688525,0.5] precision 0.706464 [0.759259,0.608696] precision 0.675718 [0.69697,0.636364] precision 0.806619 [0.774194,0.866667] precision 0.839974 [0.813559,0.888889] precision 0.671632 [0.716667,0.588235] precision 0.709478 [0.71875,0.692308] precision 0.73972 [0.734375,0.75] precision 0.669831 [0.732143,0.55] predictive_accuracy 0.701299 predictive_accuracy 0.649351 predictive_accuracy 0.714286 predictive_accuracy 0.688312 predictive_accuracy 0.792208 predictive_accuracy 0.831169 predictive_accuracy 0.688312 predictive_accuracy 0.714286 predictive_accuracy 0.736842 predictive_accuracy 0.684211 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 recall 0.701299 [0.96,0.222222] recall 0.649351 [0.84,0.296296] recall 0.714286 [0.82,0.518519] recall 0.688312 [0.92,0.259259] recall 0.792208 [0.96,0.481481] recall 0.831169 [0.96,0.592593] recall 0.688312 [0.86,0.37037] recall 0.714286 [0.92,0.333333] recall 0.736842 [0.94,0.346154] recall 0.684211 [0.82,0.423077] relative_absolute_error 0.779219 relative_absolute_error 0.833451 relative_absolute_error 0.722134 relative_absolute_error 0.773511 relative_absolute_error 0.593691 relative_absolute_error 0.51948 relative_absolute_error 0.762094 relative_absolute_error 0.722134 relative_absolute_error 0.712532 relative_absolute_error 0.741615 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.47447 root_mean_prior_squared_error 0.47447 root_mean_squared_error 0.46696 root_mean_squared_error 0.494647 root_mean_squared_error 0.454558 root_mean_squared_error 0.507477 root_mean_squared_error 0.398699 root_mean_squared_error 0.373471 root_mean_squared_error 0.484969 root_mean_squared_error 0.494515 root_mean_squared_error 0.452915 root_mean_squared_error 0.485446 root_relative_squared_error 0.978593 root_relative_squared_error 1.036615 root_relative_squared_error 0.952603 root_relative_squared_error 1.063502 root_relative_squared_error 0.835541 root_relative_squared_error 0.782671 root_relative_squared_error 1.016333 root_relative_squared_error 1.036339 root_relative_squared_error 0.954569 root_relative_squared_error 1.023133 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 70 usercpu_time_millis 50 usercpu_time_millis 40 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 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 60 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 30