252058 2 Joaquin Vanschoren 1795 Supervised Classification predictive_accuracy 1163 weka.FilteredClassifier_PrincipalComponents_J48(1) 1917 weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.unsupervised.attribute.PrincipalComponents -R 0.95 -A 5 -M -1" -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1068 M 2 1068 F weka.filters.unsupervised.attribute.PrincipalComponents 1163 W weka.classifiers.trees.J48 1163 R 0.95 1164 A 5 1164 M -1 1164 weka weka_3.7.12 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 840415 description https://api.openml.org/data/download/840415/weka_generated_run1014666279783849039.xml -1 840418 model_readable https://api.openml.org/data/download/840418/WekaModel_weka.classifiers.meta.FilteredClassifier4795899955142378065.model -1 840417 model_serialized https://api.openml.org/data/download/840417/WekaSerialized_weka.classifiers.meta.FilteredClassifier3724380904770040791.model -1 840416 predictions https://api.openml.org/data/download/840416/weka_generated_predictions8308466853640532133.arff area_under_roc_curve 0.590042 [0.590042,0.590042] average_cost 0 f_measure 0.668746 [0.762041,0.451058] kappa 0.213121 kb_relative_information_score 626.229459 mean_absolute_error 0.347651 mean_prior_absolute_error 0.42016 number_of_instances 5000 [3500,1500] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.669522 [0.764672,0.447507] predictive_accuracy 0.668 prior_entropy 0.881778 recall 0.668 [0.759429,0.454667] relative_absolute_error 0.827426 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.549327 root_relative_squared_error 1.19873 scimark_benchmark 1320.480246 [810.8975459972236, 974.1936118978863, 524.0321185975328, 1066.4931078075879, 3226.784844147617] total_cost 0 usercpu_time_millis 110 usercpu_time_millis_testing 10 usercpu_time_millis_training 100 area_under_roc_curve 0.616162 [0.616162,0.616162] area_under_roc_curve 0.619495 [0.619495,0.619495] area_under_roc_curve 0.607676 [0.607676,0.607676] area_under_roc_curve 0.552562 [0.552562,0.552562] area_under_roc_curve 0.621848 [0.621848,0.621848] area_under_roc_curve 0.584019 [0.584019,0.584019] area_under_roc_curve 0.541552 [0.541552,0.541552] area_under_roc_curve 0.630771 [0.630771,0.630771] area_under_roc_curve 0.567133 [0.567133,0.567133] area_under_roc_curve 0.523771 [0.523771,0.523771] 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 0.689228 [0.767647,0.50625] f_measure 0.661999 [0.76204,0.428571] f_measure 0.668556 [0.738931,0.504348] f_measure 0.657275 [0.752874,0.434211] f_measure 0.657912 [0.74818,0.447284] f_measure 0.67986 [0.795148,0.410853] f_measure 0.679101 [0.77574,0.453608] f_measure 0.692228 [0.786517,0.472222] f_measure 0.660685 [0.748538,0.455696] f_measure 0.632196 [0.740426,0.379661] kappa 0.275229 kappa 0.190751 kappa 0.25 kappa 0.187146 kappa 0.196097 kappa 0.213251 kappa 0.229651 kappa 0.259259 kappa 0.205176 kappa 0.120192 kb_relative_information_score 77.49665 kb_relative_information_score 68.320165 kb_relative_information_score 45.623721 kb_relative_information_score 48.345524 kb_relative_information_score 50.828222 kb_relative_information_score 68.158367 kb_relative_information_score 76.883193 kb_relative_information_score 103.164451 kb_relative_information_score 58.287398 kb_relative_information_score 29.121767 mean_absolute_error 0.337454 mean_absolute_error 0.339088 mean_absolute_error 0.36518 mean_absolute_error 0.358675 mean_absolute_error 0.354544 mean_absolute_error 0.353703 mean_absolute_error 0.337784 mean_absolute_error 0.312623 mean_absolute_error 0.347381 mean_absolute_error 0.370079 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] precision 0.696578 [0.790909,0.476471] precision 0.660183 [0.755618,0.4375] precision 0.689256 [0.793443,0.446154] precision 0.658629 [0.757225,0.428571] precision 0.662662 [0.762611,0.429448] precision 0.674008 [0.752551,0.490741] precision 0.676637 [0.766017,0.468085] precision 0.689263 [0.773481,0.492754] precision 0.666647 [0.766467,0.433735] precision 0.63051 [0.735211,0.386207] predictive_accuracy 0.684 predictive_accuracy 0.664 predictive_accuracy 0.658 predictive_accuracy 0.656 predictive_accuracy 0.654 predictive_accuracy 0.696 predictive_accuracy 0.682 predictive_accuracy 0.696 predictive_accuracy 0.656 predictive_accuracy 0.634 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.684 [0.745714,0.54] recall 0.664 [0.768571,0.42] recall 0.658 [0.691429,0.58] recall 0.656 [0.748571,0.44] recall 0.654 [0.734286,0.466667] recall 0.696 [0.842857,0.353333] recall 0.682 [0.785714,0.44] recall 0.696 [0.8,0.453333] recall 0.656 [0.731429,0.48] recall 0.634 [0.745714,0.373333] relative_absolute_error 0.803156 relative_absolute_error 0.807045 relative_absolute_error 0.869145 relative_absolute_error 0.853663 relative_absolute_error 0.843832 relative_absolute_error 0.84183 relative_absolute_error 0.803942 relative_absolute_error 0.744058 relative_absolute_error 0.826784 relative_absolute_error 0.880806 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.530239 root_mean_squared_error 0.563527 root_mean_squared_error 0.478833 root_mean_squared_error 0.573795 root_mean_squared_error 0.562738 root_mean_squared_error 0.514066 root_mean_squared_error 0.553852 root_mean_squared_error 0.5425 root_mean_squared_error 0.572256 root_mean_squared_error 0.592363 root_relative_squared_error 1.157077 root_relative_squared_error 1.229715 root_relative_squared_error 1.044898 root_relative_squared_error 1.252123 root_relative_squared_error 1.227995 root_relative_squared_error 1.121784 root_relative_squared_error 1.208603 root_relative_squared_error 1.183832 root_relative_squared_error 1.248765 root_relative_squared_error 1.292641 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 50 usercpu_time_millis 50 usercpu_time_millis 40 usercpu_time_millis 50 usercpu_time_millis 40 usercpu_time_millis 40 usercpu_time_millis 40 usercpu_time_millis 40 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 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 10 usercpu_time_millis_training 50 usercpu_time_millis_training 50 usercpu_time_millis_training 30 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 50 usercpu_time_millis_training 40