460050 2 Joaquin Vanschoren 1793 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 weka weka_3.7.12 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 1616225 description https://api.openml.org/data/download/1616225/weka_generated_run3966360544411763384.xml -1 1616227 model_readable https://api.openml.org/data/download/1616227/WekaModel_weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE3484401955351274810.model -1 1616226 model_serialized https://api.openml.org/data/download/1616226/WekaSerialized_weka.classifiers.bayes.AveragedNDependenceEstimators.A1DE2476548145724588526.model -1 1616228 predictions https://api.openml.org/data/download/1616228/weka_generated_predictions1984591735508528253.arff area_under_roc_curve 0.917945 [0.917945,0.917945] average_cost 0 f_measure 0.854927 [0.833278,0.872281] kappa 0.705707 kb_relative_information_score 2262.625022 mean_absolute_error 0.175461 mean_prior_absolute_error 0.493952 number_of_instances 3450 [1535,1915] os_information [Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64] precision 0.855359 [0.855281,0.855422] predictive_accuracy 0.855362 prior_entropy 0.991282 recall 0.855362 [0.812378,0.889817] relative_absolute_error 0.355219 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.335672 root_relative_squared_error 0.675454 scimark_benchmark 974.201419 [366.74529533447327, 978.1497360481784, 290.7505554462308, 725.5577251290416, 2509.803785172308] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 10 area_under_roc_curve 0.928547 [0.928547,0.928547] area_under_roc_curve 0.918301 [0.918301,0.918301] area_under_roc_curve 0.903067 [0.903067,0.903067] area_under_roc_curve 0.916871 [0.916871,0.916871] area_under_roc_curve 0.920922 [0.920922,0.920922] area_under_roc_curve 0.906286 [0.906286,0.906286] area_under_roc_curve 0.918015 [0.918015,0.918015] area_under_roc_curve 0.927348 [0.927348,0.927348] area_under_roc_curve 0.921007 [0.921007,0.921007] area_under_roc_curve 0.933977 [0.933977,0.933977] 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 0.84794 [0.819444,0.870647] f_measure 0.848928 [0.826667,0.866667] f_measure 0.842974 [0.818792,0.862245] f_measure 0.863264 [0.841751,0.880407] f_measure 0.84917 [0.828947,0.865285] f_measure 0.852437 [0.838095,0.864] f_measure 0.854976 [0.836601,0.869792] f_measure 0.860168 [0.837838,0.878173] f_measure 0.857826 [0.839344,0.872727] f_measure 0.870844 [0.84507,0.891626] kappa 0.690956 kappa 0.693428 kappa 0.681211 kappa 0.722351 kappa 0.694243 kappa 0.702219 kappa 0.706403 kappa 0.716361 kappa 0.712094 kappa 0.738005 kb_relative_information_score 226.076033 kb_relative_information_score 229.038422 kb_relative_information_score 216.391722 kb_relative_information_score 227.66854 kb_relative_information_score 226.286476 kb_relative_information_score 218.802025 kb_relative_information_score 230.101008 kb_relative_information_score 225.886793 kb_relative_information_score 224.330168 kb_relative_information_score 238.043835 mean_absolute_error 0.174679 mean_absolute_error 0.170962 mean_absolute_error 0.187972 mean_absolute_error 0.173379 mean_absolute_error 0.174182 mean_absolute_error 0.186261 mean_absolute_error 0.169635 mean_absolute_error 0.177812 mean_absolute_error 0.179409 mean_absolute_error 0.160318 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 0.851401 [0.874074,0.833333] precision 0.849101 [0.843537,0.853535] precision 0.843394 [0.841379,0.845] precision 0.86396 [0.868056,0.860697] precision 0.849122 [0.834437,0.860825] precision 0.853403 [0.819876,0.880435] precision 0.854938 [0.842105,0.865285] precision 0.861601 [0.873239,0.852217] precision 0.857812 [0.847682,0.865979] precision 0.878114 [0.923077,0.84186] predictive_accuracy 0.849275 predictive_accuracy 0.849275 predictive_accuracy 0.843478 predictive_accuracy 0.863768 predictive_accuracy 0.849275 predictive_accuracy 0.852174 predictive_accuracy 0.855072 predictive_accuracy 0.86087 predictive_accuracy 0.857971 predictive_accuracy 0.872464 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 0.849275 [0.771242,0.911458] recall 0.849275 [0.810458,0.880208] recall 0.843478 [0.797386,0.880208] recall 0.863768 [0.816993,0.901042] recall 0.849275 [0.823529,0.869792] recall 0.852174 [0.857143,0.848168] recall 0.855072 [0.831169,0.874346] recall 0.86087 [0.805195,0.905759] recall 0.857971 [0.831169,0.879581] recall 0.872464 [0.779221,0.947644] relative_absolute_error 0.35375 relative_absolute_error 0.346221 relative_absolute_error 0.38067 relative_absolute_error 0.351118 relative_absolute_error 0.352743 relative_absolute_error 0.376962 relative_absolute_error 0.343315 relative_absolute_error 0.359862 relative_absolute_error 0.363095 relative_absolute_error 0.324458 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 0.330256 root_mean_squared_error 0.331191 root_mean_squared_error 0.360123 root_mean_squared_error 0.336777 root_mean_squared_error 0.342896 root_mean_squared_error 0.354993 root_mean_squared_error 0.334221 root_mean_squared_error 0.324935 root_mean_squared_error 0.328604 root_mean_squared_error 0.309887 root_relative_squared_error 0.66477 root_relative_squared_error 0.666653 root_relative_squared_error 0.72489 root_relative_squared_error 0.677895 root_relative_squared_error 0.690213 root_relative_squared_error 0.714102 root_relative_squared_error 0.672318 root_relative_squared_error 0.653638 root_relative_squared_error 0.661018 root_relative_squared_error 0.623368 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 10 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 10 usercpu_time_millis_testing 0 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_testing 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 10 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0