93473 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 375 weka.OneR(3) 594 weka.classifiers.rules.OneR -- -B 6 B 6 375 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 280206 description https://api.openml.org/data/download/280206/weka_generated_run4728615492248852675.xml -1 280209 model_readable https://api.openml.org/data/download/280209/WekaModel_weka.classifiers.rules.OneR517093641407697559.model -1 280208 model_serialized https://api.openml.org/data/download/280208/WekaSerialized_weka.classifiers.rules.OneR3626920596179836539.model -1 280207 predictions https://api.openml.org/data/download/280207/weka_generated_predictions3474478804315035204.arff area_under_roc_curve 0.862019 [0.862019,0.862019] average_cost 0 build_cpu_time 0.0066 build_memory 784747768 f_measure 0.855434 [0.850299,0.859551] kappa 0.711618 kb_relative_information_score 2432.197984 mean_absolute_error 0.144928 mean_prior_absolute_error 0.493952 number_of_instances 3450 [1535,1915] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.866294 [0.786704,0.930091] predictive_accuracy 0.855072 prior_entropy 0.991282 recall 0.855072 [0.925081,0.798956] relative_absolute_error 0.293404 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.380693 root_relative_squared_error 0.766048 scimark_benchmark 947.597412 [568.7123214534407, 1014.9881711071126, 484.9782432137119, 912.1224543806716, 1757.185869335973] total_cost 0 area_under_roc_curve 0.881383 [0.881383,0.881383] area_under_roc_curve 0.878115 [0.878115,0.878115] area_under_roc_curve 0.847478 [0.847478,0.847478] area_under_roc_curve 0.85529 [0.85529,0.85529] area_under_roc_curve 0.854013 [0.854013,0.854013] area_under_roc_curve 0.842609 [0.842609,0.842609] area_under_roc_curve 0.845856 [0.845856,0.845856] area_under_roc_curve 0.876538 [0.876538,0.876538] area_under_roc_curve 0.868685 [0.868685,0.868685] area_under_roc_curve 0.870045 [0.870045,0.870045] 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 build_cpu_time 0.009 build_cpu_time 0.007 build_cpu_time 0.006 build_cpu_time 0.007 build_cpu_time 0.006 build_cpu_time 0.007 build_cpu_time 0.006 build_cpu_time 0.006 build_cpu_time 0.006 build_cpu_time 0.006 build_memory 778351672 build_memory 778351672 build_memory 787488952 build_memory 787488952 build_memory 787488952 build_memory 778351672 build_memory 787488952 build_memory 787488952 build_memory 787488952 build_memory 787488952 f_measure 0.875749 [0.869301,0.880886] f_measure 0.872865 [0.865854,0.878453] f_measure 0.841014 [0.834835,0.845938] f_measure 0.849732 [0.842424,0.855556] f_measure 0.846751 [0.841791,0.850704] f_measure 0.835041 [0.831858,0.837607] f_measure 0.837899 [0.835294,0.84] f_measure 0.869861 [0.865672,0.873239] f_measure 0.861115 [0.857988,0.863636] f_measure 0.864112 [0.858859,0.868347] kappa 0.751295 kappa 0.745345 kappa 0.682719 kappa 0.699437 kappa 0.694655 kappa 0.672113 kappa 0.678064 kappa 0.740502 kappa 0.723715 kappa 0.728633 kb_relative_information_score 257.306072 kb_relative_information_score 255.27082 kb_relative_information_score 232.883054 kb_relative_information_score 238.988808 kb_relative_information_score 236.953557 kb_relative_information_score 229.133525 kb_relative_information_score 231.168776 kb_relative_information_score 253.556543 kb_relative_information_score 247.450789 kb_relative_information_score 249.48604 mean_absolute_error 0.124638 mean_absolute_error 0.127536 mean_absolute_error 0.15942 mean_absolute_error 0.150725 mean_absolute_error 0.153623 mean_absolute_error 0.165217 mean_absolute_error 0.162319 mean_absolute_error 0.130435 mean_absolute_error 0.13913 mean_absolute_error 0.136232 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 0.883918 [0.8125,0.940828] precision 0.880362 [0.811429,0.935294] precision 0.851765 [0.772222,0.915152] precision 0.858413 [0.785311,0.916667] precision 0.859125 [0.774725,0.92638] precision 0.848853 [0.762162,0.91875] precision 0.852623 [0.763441,0.924528] precision 0.880836 [0.801105,0.945122] precision 0.87444 [0.788043,0.944099] precision 0.87354 [0.798883,0.933735] predictive_accuracy 0.875362 predictive_accuracy 0.872464 predictive_accuracy 0.84058 predictive_accuracy 0.849275 predictive_accuracy 0.846377 predictive_accuracy 0.834783 predictive_accuracy 0.837681 predictive_accuracy 0.869565 predictive_accuracy 0.86087 predictive_accuracy 0.863768 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 0.875362 [0.934641,0.828125] recall 0.872464 [0.928105,0.828125] recall 0.84058 [0.908497,0.786458] recall 0.849275 [0.908497,0.802083] recall 0.846377 [0.921569,0.786458] recall 0.834783 [0.915584,0.769634] recall 0.837681 [0.922078,0.769634] recall 0.869565 [0.941558,0.811518] recall 0.86087 [0.941558,0.795812] recall 0.863768 [0.928571,0.811518] relative_absolute_error 0.252409 relative_absolute_error 0.258279 relative_absolute_error 0.322849 relative_absolute_error 0.305239 relative_absolute_error 0.311109 relative_absolute_error 0.334373 relative_absolute_error 0.328507 relative_absolute_error 0.263979 relative_absolute_error 0.281577 relative_absolute_error 0.275711 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 0.353041 root_mean_squared_error 0.357122 root_mean_squared_error 0.399275 root_mean_squared_error 0.388233 root_mean_squared_error 0.391948 root_mean_squared_error 0.406469 root_mean_squared_error 0.402888 root_mean_squared_error 0.361158 root_mean_squared_error 0.373002 root_mean_squared_error 0.369096 root_relative_squared_error 0.710633 root_relative_squared_error 0.718848 root_relative_squared_error 0.803697 root_relative_squared_error 0.781471 root_relative_squared_error 0.788949 root_relative_squared_error 0.817652 root_relative_squared_error 0.810448 root_relative_squared_error 0.726503 root_relative_squared_error 0.750329 root_relative_squared_error 0.742472 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