342860 2 Joaquin Vanschoren 1795 Supervised Classification predictive_accuracy 1174 weka.KernelLogisticRegression_RBFKernel(1) 2016 weka.classifiers.functions.KernelLogisticRegression -- -S 1 -K "weka.classifiers.functions.supportVector.RBFKernel -G 0.01 -C 250007" -L 0.01 -P 1 -E 1 S 1 1174 K weka.classifiers.functions.supportVector.RBFKernel 1174 L 0.01 1174 P 1 1174 E 1 1174 G 0.01 1175 C 250007 1175 weka weka_3.7.12 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 1178194 description https://api.openml.org/data/download/1178194/weka_generated_run6732519631257889733.xml -1 1178197 model_readable https://api.openml.org/data/download/1178197/WekaModel_weka.classifiers.functions.KernelLogisticRegression2873790283603199676.model -1 1178196 model_serialized https://api.openml.org/data/download/1178196/WekaSerialized_weka.classifiers.functions.KernelLogisticRegression8336933928929954588.model -1 1178195 predictions https://api.openml.org/data/download/1178195/weka_generated_predictions584727286723128838.arff area_under_roc_curve 0.765878 [0.765878,0.765878] average_cost 0 f_measure 0.735979 [0.824853,0.528608] kappa 0.356221 kb_relative_information_score 1319.213949 mean_absolute_error 0.298441 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 0.732904 [0.793194,0.592225] predictive_accuracy 0.7446 prior_entropy 0.881778 recall 0.7446 [0.859143,0.477333] relative_absolute_error 0.710304 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.4252 root_relative_squared_error 0.927862 scimark_benchmark 1332.798592 [799.3769532199792, 1012.8541891899986, 525.3140269530228, 1097.7554386252873, 3228.6923527731265] total_cost 0 usercpu_time_millis 21650 usercpu_time_millis_testing 390 usercpu_time_millis_training 21260 area_under_roc_curve 0.778533 [0.778533,0.778533] area_under_roc_curve 0.766971 [0.766971,0.766971] area_under_roc_curve 0.769657 [0.769657,0.769657] area_under_roc_curve 0.787638 [0.787638,0.787638] area_under_roc_curve 0.75781 [0.75781,0.75781] area_under_roc_curve 0.771981 [0.771981,0.771981] area_under_roc_curve 0.769543 [0.769543,0.769543] area_under_roc_curve 0.759943 [0.759943,0.759943] area_under_roc_curve 0.751057 [0.751057,0.751057] area_under_roc_curve 0.752971 [0.752971,0.752971] 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 0.754383 [0.839237,0.556391] f_measure 0.715225 [0.818304,0.474708] f_measure 0.748324 [0.829404,0.55914] f_measure 0.74228 [0.828061,0.542125] f_measure 0.71886 [0.804501,0.519031] f_measure 0.739626 [0.832432,0.523077] f_measure 0.739648 [0.818054,0.556701] f_measure 0.72336 [0.815934,0.507353] f_measure 0.760964 [0.843111,0.569288] f_measure 0.714331 [0.818792,0.470588] kappa 0.399185 kappa 0.299793 kappa 0.389881 kappa 0.37249 kappa 0.32393 kappa 0.360825 kappa 0.375 kappa 0.325956 kappa 0.41565 kappa 0.296875 kb_relative_information_score 138.847569 kb_relative_information_score 140.728416 kb_relative_information_score 130.003829 kb_relative_information_score 137.012936 kb_relative_information_score 112.498883 kb_relative_information_score 141.230204 kb_relative_information_score 119.133229 kb_relative_information_score 122.427996 kb_relative_information_score 148.812955 kb_relative_information_score 128.517931 mean_absolute_error 0.293147 mean_absolute_error 0.289533 mean_absolute_error 0.301271 mean_absolute_error 0.296243 mean_absolute_error 0.310582 mean_absolute_error 0.292011 mean_absolute_error 0.310122 mean_absolute_error 0.303818 mean_absolute_error 0.285922 mean_absolute_error 0.301759 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 0.752838 [0.802083,0.637931] precision 0.712504 [0.773537,0.570093] precision 0.745546 [0.80593,0.604651] precision 0.739374 [0.798408,0.601626] precision 0.716441 [0.792244,0.539568] precision 0.738275 [0.789744,0.618182] precision 0.7378 [0.807799,0.574468] precision 0.719672 [0.785714,0.565574] precision 0.759624 [0.806789,0.649573] precision 0.711935 [0.772152,0.571429] predictive_accuracy 0.764 predictive_accuracy 0.73 predictive_accuracy 0.754 predictive_accuracy 0.75 predictive_accuracy 0.722 predictive_accuracy 0.752 predictive_accuracy 0.742 predictive_accuracy 0.732 predictive_accuracy 0.77 predictive_accuracy 0.73 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 0.764 [0.88,0.493333] recall 0.73 [0.868571,0.406667] recall 0.754 [0.854286,0.52] recall 0.75 [0.86,0.493333] recall 0.722 [0.817143,0.5] recall 0.752 [0.88,0.453333] recall 0.742 [0.828571,0.54] recall 0.732 [0.848571,0.46] recall 0.77 [0.882857,0.506667] recall 0.73 [0.871429,0.4] relative_absolute_error 0.697703 relative_absolute_error 0.689103 relative_absolute_error 0.71704 relative_absolute_error 0.705073 relative_absolute_error 0.7392 relative_absolute_error 0.694999 relative_absolute_error 0.738105 relative_absolute_error 0.723101 relative_absolute_error 0.680509 relative_absolute_error 0.718201 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 0.420972 root_mean_squared_error 0.426746 root_mean_squared_error 0.422009 root_mean_squared_error 0.410719 root_mean_squared_error 0.435844 root_mean_squared_error 0.416514 root_mean_squared_error 0.421105 root_mean_squared_error 0.434783 root_mean_squared_error 0.431667 root_mean_squared_error 0.430923 root_relative_squared_error 0.918635 root_relative_squared_error 0.931236 root_relative_squared_error 0.920898 root_relative_squared_error 0.896262 root_relative_squared_error 0.95109 root_relative_squared_error 0.908908 root_relative_squared_error 0.918927 root_relative_squared_error 0.948773 root_relative_squared_error 0.941974 root_relative_squared_error 0.940351 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 3910 usercpu_time_millis 3540 usercpu_time_millis 3320 usercpu_time_millis 3500 usercpu_time_millis 4120 usercpu_time_millis 3300 usercpu_time_millis 3420 usercpu_time_millis 3270 usercpu_time_millis 2420 usercpu_time_millis 3510 usercpu_time_millis_testing 100 usercpu_time_millis_testing 90 usercpu_time_millis_testing 100 usercpu_time_millis_testing 100 usercpu_time_millis_testing 100 usercpu_time_millis_testing 100 usercpu_time_millis_testing 100 usercpu_time_millis_testing 100 usercpu_time_millis_testing 100 usercpu_time_millis_testing 100 usercpu_time_millis_training 3810 usercpu_time_millis_training 3450 usercpu_time_millis_training 3220 usercpu_time_millis_training 3400 usercpu_time_millis_training 4020 usercpu_time_millis_training 3200 usercpu_time_millis_training 3320 usercpu_time_millis_training 3170 usercpu_time_millis_training 2320 usercpu_time_millis_training 3410