426190 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 1195 weka.RealAdaBoost_DecisionStump(2) 2059 weka.classifiers.meta.RealAdaBoost -- -P 100 -H 1.0 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump P 100 1195 H 1.0 1195 S 1 1195 I 40 1195 W weka.classifiers.trees.DecisionStump 1195 weka weka_3.7.12 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 1489595 description https://api.openml.org/data/download/1489595/weka_generated_run4600622760181860184.xml -1 1489598 model_readable https://api.openml.org/data/download/1489598/WekaModel_weka.classifiers.meta.RealAdaBoost5156634155337268680.model -1 1489597 model_serialized https://api.openml.org/data/download/1489597/WekaSerialized_weka.classifiers.meta.RealAdaBoost6496577382765090933.model -1 1489596 predictions https://api.openml.org/data/download/1489596/weka_generated_predictions3249216898140944930.arff area_under_roc_curve 0.904676 [0.904676,0.904676] average_cost 0 f_measure 0.838773 [0.821417,0.852684] kappa 0.674168 kb_relative_information_score 2124.462756 mean_absolute_error 0.195988 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 0.839334 [0.808712,0.86388] predictive_accuracy 0.838551 prior_entropy 0.991282 recall 0.838551 [0.834528,0.841775] relative_absolute_error 0.396776 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.347475 root_relative_squared_error 0.699205 scimark_benchmark 894.713101 [524.7414867790695, 950.1749987420048, 475.31735608978465, 808.088789737594, 1715.242872852011] total_cost 0 usercpu_time_millis 20 usercpu_time_millis_testing 0 usercpu_time_millis_training 20 area_under_roc_curve 0.914556 [0.914556,0.914556] area_under_roc_curve 0.868464 [0.868464,0.868464] area_under_roc_curve 0.89774 [0.89774,0.89774] area_under_roc_curve 0.912582 [0.912582,0.912582] area_under_roc_curve 0.911186 [0.911186,0.911186] area_under_roc_curve 0.875348 [0.875348,0.875348] area_under_roc_curve 0.897719 [0.897719,0.897719] area_under_roc_curve 0.92235 [0.92235,0.92235] area_under_roc_curve 0.930424 [0.930424,0.930424] area_under_roc_curve 0.916672 [0.916672,0.916672] 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 0.837307 [0.813333,0.85641] f_measure 0.823246 [0.801303,0.840731] f_measure 0.829041 [0.807818,0.845953] f_measure 0.861302 [0.850932,0.869565] f_measure 0.843941 [0.83125,0.854054] f_measure 0.82935 [0.81388,0.841823] f_measure 0.849513 [0.834395,0.861702] f_measure 0.829038 [0.809061,0.845144] f_measure 0.860952 [0.845161,0.873684] f_measure 0.823428 [0.805112,0.838196] kappa 0.669845 kappa 0.642037 kappa 0.653774 kappa 0.721099 kappa 0.685824 kappa 0.655939 kappa 0.69619 kappa 0.654209 kappa 0.718855 kappa 0.643384 kb_relative_information_score 210.039793 kb_relative_information_score 203.450584 kb_relative_information_score 208.255426 kb_relative_information_score 217.504892 kb_relative_information_score 212.247205 kb_relative_information_score 197.798568 kb_relative_information_score 220.025515 kb_relative_information_score 210.805827 kb_relative_information_score 234.43092 kb_relative_information_score 209.904027 mean_absolute_error 0.199095 mean_absolute_error 0.209389 mean_absolute_error 0.201752 mean_absolute_error 0.190066 mean_absolute_error 0.195672 mean_absolute_error 0.218046 mean_absolute_error 0.184764 mean_absolute_error 0.198231 mean_absolute_error 0.163147 mean_absolute_error 0.199721 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 0.837446 [0.829932,0.843434] precision 0.823317 [0.798701,0.842932] precision 0.82911 [0.805195,0.848168] precision 0.865435 [0.810651,0.909091] precision 0.84718 [0.796407,0.88764] precision 0.830844 [0.791411,0.862637] precision 0.850265 [0.81875,0.875676] precision 0.829104 [0.806452,0.847368] precision 0.861093 [0.839744,0.878307] precision 0.824015 [0.792453,0.849462] predictive_accuracy 0.837681 predictive_accuracy 0.823188 predictive_accuracy 0.828986 predictive_accuracy 0.86087 predictive_accuracy 0.843478 predictive_accuracy 0.828986 predictive_accuracy 0.849275 predictive_accuracy 0.828986 predictive_accuracy 0.86087 predictive_accuracy 0.823188 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 0.837681 [0.797386,0.869792] recall 0.823188 [0.803922,0.838542] recall 0.828986 [0.810458,0.84375] recall 0.86087 [0.895425,0.833333] recall 0.843478 [0.869281,0.822917] recall 0.828986 [0.837662,0.82199] recall 0.849275 [0.850649,0.848168] recall 0.828986 [0.811688,0.842932] recall 0.86087 [0.850649,0.86911] recall 0.823188 [0.818182,0.827225] relative_absolute_error 0.403196 relative_absolute_error 0.424042 relative_absolute_error 0.408577 relative_absolute_error 0.38491 relative_absolute_error 0.396264 relative_absolute_error 0.441289 relative_absolute_error 0.373931 relative_absolute_error 0.401187 relative_absolute_error 0.330182 relative_absolute_error 0.404203 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 0.347503 root_mean_squared_error 0.37446 root_mean_squared_error 0.356374 root_mean_squared_error 0.332619 root_mean_squared_error 0.351234 root_mean_squared_error 0.373565 root_mean_squared_error 0.341715 root_mean_squared_error 0.330804 root_mean_squared_error 0.323024 root_mean_squared_error 0.339577 root_relative_squared_error 0.699486 root_relative_squared_error 0.753747 root_relative_squared_error 0.717342 root_relative_squared_error 0.669527 root_relative_squared_error 0.706997 root_relative_squared_error 0.751461 root_relative_squared_error 0.687392 root_relative_squared_error 0.665444 root_relative_squared_error 0.649794 root_relative_squared_error 0.683091 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 20 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 10 usercpu_time_millis_training 20 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 20 usercpu_time_millis_training 10 usercpu_time_millis_training 10