346371 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 1168 weka.BayesNet_K2(6) 1921 weka.classifiers.bayes.BayesNet -- -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5 D true 1168 Q weka.classifiers.bayes.net.search.local.K2 1168 P 1 1169 S BAYES 1169 weka weka_3.7.12 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 1191972 description https://api.openml.org/data/download/1191972/weka_generated_run347736082055639278.xml -1 1191975 model_readable https://api.openml.org/data/download/1191975/WekaModel_weka.classifiers.bayes.BayesNet8748886535875056976.model -1 1191974 model_serialized https://api.openml.org/data/download/1191974/WekaSerialized_weka.classifiers.bayes.BayesNet4632123962813746366.model -1 1191973 predictions https://api.openml.org/data/download/1191973/weka_generated_predictions6174006576792741198.arff area_under_roc_curve 0.916035 [0.916035,0.916035] average_cost 0 f_measure 0.857001 [0.833953,0.875476] kappa 0.709747 kb_relative_information_score 2304.567328 mean_absolute_error 0.167992 mean_prior_absolute_error 0.493952 number_of_instances 3450 [1535,1915] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.858205 [0.867089,0.851085] predictive_accuracy 0.857681 prior_entropy 0.991282 recall 0.857681 [0.803257,0.901305] relative_absolute_error 0.340099 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.339173 root_relative_squared_error 0.682498 scimark_benchmark 1350.772059 [812.0300923888153, 997.1306614464737, 536.0668061671846, 1111.7217792496772, 3296.910956867085] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 0 area_under_roc_curve 0.924054 [0.924054,0.924054] area_under_roc_curve 0.923645 [0.923645,0.923645] area_under_roc_curve 0.899459 [0.899459,0.899459] area_under_roc_curve 0.90288 [0.90288,0.90288] area_under_roc_curve 0.91282 [0.91282,0.91282] area_under_roc_curve 0.908921 [0.908921,0.908921] area_under_roc_curve 0.91108 [0.91108,0.91108] area_under_roc_curve 0.924917 [0.924917,0.924917] area_under_roc_curve 0.936204 [0.936204,0.936204] area_under_roc_curve 0.933229 [0.933229,0.933229] 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 0.859449 [0.832168,0.881188] f_measure 0.848313 [0.821918,0.869347] f_measure 0.836645 [0.808219,0.859296] f_measure 0.854311 [0.829932,0.873737] f_measure 0.846324 [0.82623,0.862338] f_measure 0.852126 [0.833876,0.866841] f_measure 0.872183 [0.854305,0.886598] f_measure 0.857329 [0.835017,0.875318] f_measure 0.874921 [0.856187,0.890026] f_measure 0.86781 [0.840989,0.889435] kappa 0.714345 kappa 0.691784 kappa 0.668075 kappa 0.704035 kappa 0.68857 kappa 0.700719 kappa 0.740982 kappa 0.710635 kappa 0.746389 kappa 0.731879 kb_relative_information_score 231.449898 kb_relative_information_score 230.449374 kb_relative_information_score 222.321095 kb_relative_information_score 226.045124 kb_relative_information_score 227.441551 kb_relative_information_score 224.809978 kb_relative_information_score 236.741677 kb_relative_information_score 229.381097 kb_relative_information_score 236.422057 kb_relative_information_score 239.505477 mean_absolute_error 0.16625 mean_absolute_error 0.166392 mean_absolute_error 0.178027 mean_absolute_error 0.17399 mean_absolute_error 0.171353 mean_absolute_error 0.176707 mean_absolute_error 0.160029 mean_absolute_error 0.170852 mean_absolute_error 0.160519 mean_absolute_error 0.155805 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] precision 0.864065 [0.894737,0.839623] precision 0.850229 [0.863309,0.839806] precision 0.838445 [0.848921,0.830097] precision 0.855671 [0.865248,0.848039] precision 0.846287 [0.828947,0.860104] precision 0.852093 [0.836601,0.864583] precision 0.872438 [0.871622,0.873096] precision 0.85847 [0.867133,0.851485] precision 0.875695 [0.882759,0.87] precision 0.87569 [0.922481,0.837963] predictive_accuracy 0.86087 predictive_accuracy 0.849275 predictive_accuracy 0.837681 predictive_accuracy 0.855072 predictive_accuracy 0.846377 predictive_accuracy 0.852174 predictive_accuracy 0.872464 predictive_accuracy 0.857971 predictive_accuracy 0.875362 predictive_accuracy 0.869565 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 recall 0.86087 [0.777778,0.927083] recall 0.849275 [0.784314,0.901042] recall 0.837681 [0.771242,0.890625] recall 0.855072 [0.797386,0.901042] recall 0.846377 [0.823529,0.864583] recall 0.852174 [0.831169,0.86911] recall 0.872464 [0.837662,0.900524] recall 0.857971 [0.805195,0.900524] recall 0.875362 [0.831169,0.910995] recall 0.869565 [0.772727,0.947644] relative_absolute_error 0.33668 relative_absolute_error 0.336968 relative_absolute_error 0.360529 relative_absolute_error 0.352354 relative_absolute_error 0.347015 relative_absolute_error 0.357626 relative_absolute_error 0.323874 relative_absolute_error 0.345777 relative_absolute_error 0.324865 relative_absolute_error 0.315324 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_squared_error 0.333154 root_mean_squared_error 0.338903 root_mean_squared_error 0.363529 root_mean_squared_error 0.353751 root_mean_squared_error 0.350228 root_mean_squared_error 0.352744 root_mean_squared_error 0.330423 root_mean_squared_error 0.331749 root_mean_squared_error 0.313465 root_mean_squared_error 0.320402 root_relative_squared_error 0.670603 root_relative_squared_error 0.682176 root_relative_squared_error 0.731745 root_relative_squared_error 0.712063 root_relative_squared_error 0.704971 root_relative_squared_error 0.709579 root_relative_squared_error 0.664678 root_relative_squared_error 0.667344 root_relative_squared_error 0.630564 root_relative_squared_error 0.64452 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 10 usercpu_time_millis 10 usercpu_time_millis 0 usercpu_time_millis 10 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_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_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 10 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 0 usercpu_time_millis_training 0