81326 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 378 weka.Bagging_REPTree(3) 819 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 I 40 378 P 100 378 S 1 378 W weka.classifiers.trees.REPTree 378 num-slots 1 378 I 0.0 379 L -1 379 M 2 379 N 3 379 S 1 379 V 0.001 379 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 239307 description https://api.openml.org/data/download/239307/weka_generated_run3392017511372269525.xml -1 239310 model_readable https://api.openml.org/data/download/239310/WekaModel_weka.classifiers.meta.Bagging5066787178998303938.model -1 239309 model_serialized https://api.openml.org/data/download/239309/WekaSerialized_weka.classifiers.meta.Bagging2577435065465203950.model -1 239308 predictions https://api.openml.org/data/download/239308/weka_generated_predictions5351492790136817342.arff area_under_roc_curve 0.907724 [0.907724,0.907724] average_cost 0 build_cpu_time 0.0866 build_memory 1644419377.6 f_measure 0.852022 [0.840796,0.861021] kappa 0.702352 kb_relative_information_score 2047.567836 mean_absolute_error 0.214435 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 0.855499 [0.804283,0.896552] predictive_accuracy 0.851594 prior_entropy 0.991282 recall 0.851594 [0.880782,0.828198] relative_absolute_error 0.434122 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.333866 root_relative_squared_error 0.67182 scimark_benchmark 919.295235 [563.7493804172171, 1015.7907504114269, 484.32202786481093, 907.7008274280431, 1624.9131907636126] total_cost 0 area_under_roc_curve 0.935304 [0.935304,0.935304] area_under_roc_curve 0.915714 [0.915714,0.915714] area_under_roc_curve 0.896735 [0.896735,0.896735] area_under_roc_curve 0.907714 [0.907714,0.907714] area_under_roc_curve 0.901093 [0.901093,0.901093] area_under_roc_curve 0.873683 [0.873683,0.873683] area_under_roc_curve 0.903668 [0.903668,0.903668] area_under_roc_curve 0.938074 [0.938074,0.938074] area_under_roc_curve 0.936408 [0.936408,0.936408] area_under_roc_curve 0.908751 [0.908751,0.908751] 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 0.098 build_cpu_time 0.095 build_cpu_time 0.088 build_cpu_time 0.093 build_cpu_time 0.057 build_cpu_time 0.086 build_cpu_time 0.086 build_cpu_time 0.097 build_cpu_time 0.104 build_cpu_time 0.062 build_memory 1707843760 build_memory 1798287528 build_memory 1888731696 build_memory 1997522800 build_memory 1171029496 build_memory 1762110776 build_memory 1852554256 build_memory 1943000952 build_memory 1114186464 build_memory 1208926048 f_measure 0.857301 [0.833898,0.875949] f_measure 0.84028 [0.817276,0.858612] f_measure 0.846853 [0.838906,0.853186] f_measure 0.846844 [0.834891,0.856369] f_measure 0.846844 [0.834891,0.856369] f_measure 0.840982 [0.834835,0.845938] f_measure 0.840829 [0.837758,0.843305] f_measure 0.8815 [0.873846,0.887671] f_measure 0.864077 [0.859701,0.867606] f_measure 0.852489 [0.839117,0.863271] kappa 0.710149 kappa 0.675957 kappa 0.693457 kappa 0.691845 kappa 0.691845 kappa 0.682443 kappa 0.683618 kappa 0.762097 kappa 0.728969 kappa 0.702591 kb_relative_information_score 203.113221 kb_relative_information_score 205.134069 kb_relative_information_score 205.527643 kb_relative_information_score 203.189144 kb_relative_information_score 206.293854 kb_relative_information_score 199.703547 kb_relative_information_score 203.60325 kb_relative_information_score 209.756262 kb_relative_information_score 208.273775 kb_relative_information_score 202.97307 mean_absolute_error 0.218296 mean_absolute_error 0.211929 mean_absolute_error 0.212021 mean_absolute_error 0.215366 mean_absolute_error 0.210611 mean_absolute_error 0.220258 mean_absolute_error 0.214804 mean_absolute_error 0.211029 mean_absolute_error 0.212739 mean_absolute_error 0.2173 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 0.858417 [0.866197,0.852217] precision 0.840339 [0.831081,0.847716] precision 0.854854 [0.784091,0.911243] precision 0.850509 [0.797619,0.892655] precision 0.850509 [0.797619,0.892655] precision 0.850225 [0.776536,0.909639] precision 0.854726 [0.767568,0.925] precision 0.886118 [0.830409,0.931034] precision 0.874994 [0.79558,0.939024] precision 0.853965 [0.815951,0.884615] predictive_accuracy 0.857971 predictive_accuracy 0.84058 predictive_accuracy 0.846377 predictive_accuracy 0.846377 predictive_accuracy 0.846377 predictive_accuracy 0.84058 predictive_accuracy 0.84058 predictive_accuracy 0.881159 predictive_accuracy 0.863768 predictive_accuracy 0.852174 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 0.857971 [0.803922,0.901042] recall 0.84058 [0.803922,0.869792] recall 0.846377 [0.901961,0.802083] recall 0.846377 [0.875817,0.822917] recall 0.846377 [0.875817,0.822917] recall 0.84058 [0.902597,0.790576] recall 0.84058 [0.922078,0.774869] recall 0.881159 [0.922078,0.848168] recall 0.863768 [0.935065,0.806283] recall 0.852174 [0.863636,0.842932] relative_absolute_error 0.442081 relative_absolute_error 0.429186 relative_absolute_error 0.429373 relative_absolute_error 0.436146 relative_absolute_error 0.426518 relative_absolute_error 0.445766 relative_absolute_error 0.434728 relative_absolute_error 0.427089 relative_absolute_error 0.430549 relative_absolute_error 0.43978 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 0.318287 root_mean_squared_error 0.333028 root_mean_squared_error 0.342341 root_mean_squared_error 0.336576 root_mean_squared_error 0.340313 root_mean_squared_error 0.364233 root_mean_squared_error 0.346593 root_mean_squared_error 0.306919 root_mean_squared_error 0.313399 root_mean_squared_error 0.333091 root_relative_squared_error 0.640678 root_relative_squared_error 0.670349 root_relative_squared_error 0.689096 root_relative_squared_error 0.677491 root_relative_squared_error 0.685013 root_relative_squared_error 0.732688 root_relative_squared_error 0.697204 root_relative_squared_error 0.617396 root_relative_squared_error 0.630432 root_relative_squared_error 0.670045 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