154097 2 Joaquin Vanschoren 2257 Supervised Classification predictive_accuracy 595 weka.RealAdaBoost_DecisionStump(1) 956 weka.classifiers.meta.RealAdaBoost -- -P 100 -H 1.0 -S 1 -I 10 -W weka.classifiers.trees.DecisionStump P 100 595 H 1.0 595 S 1 595 I 10 595 W weka.classifiers.trees.DecisionStump 595 weka weka_3.7.12-SNAPSHOT 262 BNG(cylinder-bands) https://www.openml.org/data/download/6353/BNG_cylinder-bands.arff -1 502256 description https://api.openml.org/data/download/502256/weka_generated_run6853108474735945927.xml -1 502259 model_readable https://api.openml.org/data/download/502259/WekaModel_weka.classifiers.meta.RealAdaBoost4345707724321695081.model -1 502258 model_serialized https://api.openml.org/data/download/502258/WekaSerialized_weka.classifiers.meta.RealAdaBoost882097045058978279.model -1 502257 predictions https://api.openml.org/data/download/502257/weka_generated_predictions852937314846448020.arff area_under_roc_curve 0.779911 [0.779911,0.779911] average_cost 0 f_measure 0.723915 [0.644043,0.782215] kappa 0.430595 kb_relative_information_score 270960.898315 mean_absolute_error 0.366545 mean_prior_absolute_error 0.487813 number_of_instances 1000000 [421938,578062] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.729148 [0.724925,0.732231] predictive_accuracy 0.729767 prior_entropy 0.982345 recall 0.729767 [0.579398,0.839524] relative_absolute_error 0.751405 root_mean_prior_squared_error 0.493869 root_mean_squared_error 0.426163 root_relative_squared_error 0.862907 scimark_benchmark 929.565969 [553.0249675303628, 1005.7176405886515, 454.2054935481752, 898.3687510012069, 1736.5129941032399] total_cost 0 usercpu_time_millis 263900 usercpu_time_millis_testing 1610 usercpu_time_millis_training 262290 area_under_roc_curve 0.781731 [0.781731,0.781731] area_under_roc_curve 0.782169 [0.782169,0.782169] area_under_roc_curve 0.779053 [0.779053,0.779053] area_under_roc_curve 0.77937 [0.77937,0.77937] area_under_roc_curve 0.779408 [0.779408,0.779408] area_under_roc_curve 0.778087 [0.778087,0.778087] area_under_roc_curve 0.77898 [0.77898,0.77898] area_under_roc_curve 0.781685 [0.781685,0.781685] area_under_roc_curve 0.780971 [0.780971,0.780971] area_under_roc_curve 0.779439 [0.779439,0.779439] 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 0.724306 [0.643776,0.783084] f_measure 0.727166 [0.649111,0.784139] f_measure 0.723648 [0.643646,0.782043] f_measure 0.723151 [0.643755,0.781104] f_measure 0.723086 [0.642413,0.781971] f_measure 0.721685 [0.641514,0.780204] f_measure 0.723711 [0.643955,0.781927] f_measure 0.726036 [0.646281,0.784252] f_measure 0.723845 [0.64391,0.782191] f_measure 0.722509 [0.642053,0.781236] kappa 0.431425 kappa 0.437272 kappa 0.430046 kappa 0.429 kappa 0.428906 kappa 0.425986 kappa 0.43017 kappa 0.434988 kappa 0.430452 kappa 0.427703 kb_relative_information_score 27163.560891 kb_relative_information_score 27273.739378 kb_relative_information_score 26964.019501 kb_relative_information_score 27049.963628 kb_relative_information_score 27121.144015 kb_relative_information_score 26953.394217 kb_relative_information_score 27044.84837 kb_relative_information_score 27225.728127 kb_relative_information_score 27127.608187 kb_relative_information_score 27036.892 mean_absolute_error 0.366281 mean_absolute_error 0.365941 mean_absolute_error 0.36714 mean_absolute_error 0.366674 mean_absolute_error 0.366371 mean_absolute_error 0.367007 mean_absolute_error 0.366745 mean_absolute_error 0.36616 mean_absolute_error 0.366363 mean_absolute_error 0.366768 mean_prior_absolute_error 0.487811 mean_prior_absolute_error 0.487811 mean_prior_absolute_error 0.487813 mean_prior_absolute_error 0.487813 mean_prior_absolute_error 0.487813 mean_prior_absolute_error 0.487813 mean_prior_absolute_error 0.487813 mean_prior_absolute_error 0.487813 mean_prior_absolute_error 0.487813 mean_prior_absolute_error 0.487813 number_of_instances 100000 [42193,57807] number_of_instances 100000 [42193,57807] number_of_instances 100000 [42194,57806] number_of_instances 100000 [42194,57806] number_of_instances 100000 [42194,57806] number_of_instances 100000 [42194,57806] number_of_instances 100000 [42194,57806] number_of_instances 100000 [42194,57806] number_of_instances 100000 [42194,57806] number_of_instances 100000 [42194,57806] precision 0.729959 [0.727292,0.731906] precision 0.732066 [0.727532,0.735375] precision 0.728898 [0.724665,0.731989] precision 0.728002 [0.722211,0.732229] precision 0.728581 [0.725038,0.731167] precision 0.726656 [0.7209,0.730858] precision 0.728847 [0.724226,0.73222] precision 0.731619 [0.729198,0.733387] precision 0.729098 [0.724927,0.732143] precision 0.72778 [0.723301,0.731049] predictive_accuracy 0.73036 predictive_accuracy 0.73271 predictive_accuracy 0.72952 predictive_accuracy 0.72883 predictive_accuracy 0.72911 predictive_accuracy 0.72749 predictive_accuracy 0.72952 predictive_accuracy 0.73198 predictive_accuracy 0.72971 predictive_accuracy 0.72844 prior_entropy 0.982345 prior_entropy 0.982345 prior_entropy 0.982345 prior_entropy 0.982345 prior_entropy 0.982345 prior_entropy 0.982345 prior_entropy 0.982345 prior_entropy 0.982345 prior_entropy 0.982345 prior_entropy 0.982345 recall 0.73036 [0.577465,0.841957] recall 0.73271 [0.58595,0.839829] recall 0.72952 [0.578921,0.839446] recall 0.72883 [0.580675,0.836972] recall 0.72911 [0.576693,0.840363] recall 0.72749 [0.577878,0.836695] recall 0.72952 [0.579703,0.838875] recall 0.73198 [0.580296,0.842698] recall 0.72971 [0.579182,0.839584] recall 0.72844 [0.577215,0.838823] relative_absolute_error 0.750866 relative_absolute_error 0.75017 relative_absolute_error 0.752624 relative_absolute_error 0.751669 relative_absolute_error 0.751048 relative_absolute_error 0.752352 relative_absolute_error 0.751814 relative_absolute_error 0.750615 relative_absolute_error 0.751031 relative_absolute_error 0.751861 root_mean_prior_squared_error 0.493867 root_mean_prior_squared_error 0.493867 root_mean_prior_squared_error 0.493869 root_mean_prior_squared_error 0.493869 root_mean_prior_squared_error 0.493869 root_mean_prior_squared_error 0.493869 root_mean_prior_squared_error 0.493869 root_mean_prior_squared_error 0.493869 root_mean_prior_squared_error 0.493869 root_mean_prior_squared_error 0.493869 root_mean_squared_error 0.425698 root_mean_squared_error 0.425336 root_mean_squared_error 0.426603 root_mean_squared_error 0.426297 root_mean_squared_error 0.426231 root_mean_squared_error 0.427203 root_mean_squared_error 0.426458 root_mean_squared_error 0.425462 root_mean_squared_error 0.425861 root_mean_squared_error 0.426475 root_relative_squared_error 0.861968 root_relative_squared_error 0.861234 root_relative_squared_error 0.863798 root_relative_squared_error 0.863177 root_relative_squared_error 0.863044 root_relative_squared_error 0.865012 root_relative_squared_error 0.863505 root_relative_squared_error 0.861487 root_relative_squared_error 0.862296 root_relative_squared_error 0.863539 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 266290 usercpu_time_millis 263630 usercpu_time_millis 270230 usercpu_time_millis 257090 usercpu_time_millis 248310 usercpu_time_millis 243150 usercpu_time_millis 251720 usercpu_time_millis 247470 usercpu_time_millis 265970 usercpu_time_millis 245300 usercpu_time_millis_testing 190 usercpu_time_millis_testing 190 usercpu_time_millis_testing 180 usercpu_time_millis_testing 190 usercpu_time_millis_testing 180 usercpu_time_millis_testing 180 usercpu_time_millis_testing 180 usercpu_time_millis_testing 190 usercpu_time_millis_testing 180 usercpu_time_millis_testing 180 usercpu_time_millis_training 266100 usercpu_time_millis_training 263440 usercpu_time_millis_training 270050 usercpu_time_millis_training 256900 usercpu_time_millis_training 248130 usercpu_time_millis_training 242970 usercpu_time_millis_training 251540 usercpu_time_millis_training 247280 usercpu_time_millis_training 265790 usercpu_time_millis_training 245120