242565 2 Joaquin Vanschoren 1767 Supervised Classification predictive_accuracy 1111 weka.KernelLogisticRegression_PolyKernel(3) 1879 weka.classifiers.functions.KernelLogisticRegression -- -S 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -L 0.01 -P 1 -E 1 E 1.0 1110 C 250007 1110 S 1 1111 K weka.classifiers.functions.supportVector.PolyKernel 1111 L 0.01 1111 P 1 1111 E 1 1111 weka weka_3.7.12 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 807951 description https://api.openml.org/data/download/807951/weka_generated_run3534576444489084454.xml -1 807954 model_readable https://api.openml.org/data/download/807954/WekaModel_weka.classifiers.functions.KernelLogisticRegression1793088070678480038.model -1 807953 model_serialized https://api.openml.org/data/download/807953/WekaSerialized_weka.classifiers.functions.KernelLogisticRegression586549340656451616.model -1 807952 predictions https://api.openml.org/data/download/807952/weka_generated_predictions8348765973203925212.arff area_under_roc_curve 0.99504 [0.99504,0.99504] average_cost 0 f_measure 0.969837 [0.971134,0.968418] kappa 0.939553 kb_relative_information_score 14611.463822 mean_absolute_error 0.045573 mean_prior_absolute_error 0.499014 number_of_instances 15980 [8345,7635] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.969836 [0.970669,0.968926] predictive_accuracy 0.969837 prior_entropy 0.998577 recall 0.969837 [0.9716,0.967911] relative_absolute_error 0.091326 root_mean_prior_squared_error 0.499506 root_mean_squared_error 0.157184 root_relative_squared_error 0.314678 scimark_benchmark 1347.706499 [809.0169429027968, 1033.2198381482292, 549.9317960905697, 1143.2359440143678, 3203.127974117298] total_cost 0 usercpu_time_millis 51790 usercpu_time_millis_testing 1160 usercpu_time_millis_training 50630 area_under_roc_curve 0.995157 [0.995157,0.995157] area_under_roc_curve 0.994889 [0.994889,0.994889] area_under_roc_curve 0.995702 [0.995702,0.995702] area_under_roc_curve 0.994854 [0.994854,0.994854] area_under_roc_curve 0.995115 [0.995115,0.995115] area_under_roc_curve 0.995512 [0.995512,0.995512] area_under_roc_curve 0.995684 [0.995684,0.995684] area_under_roc_curve 0.995589 [0.995589,0.995589] area_under_roc_curve 0.994187 [0.994187,0.994187] area_under_roc_curve 0.994541 [0.994541,0.994541] 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 0.961184 [0.963139,0.959049] f_measure 0.971851 [0.972744,0.970874] f_measure 0.973097 [0.974081,0.972023] f_measure 0.963071 [0.964776,0.96121] f_measure 0.97247 [0.973558,0.971279] f_measure 0.974352 [0.975197,0.973428] f_measure 0.970576 [0.97204,0.968977] f_measure 0.974336 [0.975581,0.972973] f_measure 0.968703 [0.970203,0.967062] f_measure 0.968703 [0.970167,0.967105] kappa 0.922194 kappa 0.943626 kappa 0.946106 kappa 0.925987 kappa 0.944838 kappa 0.948631 kappa 0.941021 kappa 0.948555 kappa 0.937266 kappa 0.937274 kb_relative_information_score 1446.025316 kb_relative_information_score 1468.178046 kb_relative_information_score 1463.782018 kb_relative_information_score 1447.812139 kb_relative_information_score 1463.488546 kb_relative_information_score 1476.868395 kb_relative_information_score 1455.820736 kb_relative_information_score 1469.339 kb_relative_information_score 1458.646121 kb_relative_information_score 1461.503504 mean_absolute_error 0.049763 mean_absolute_error 0.043443 mean_absolute_error 0.045031 mean_absolute_error 0.049149 mean_absolute_error 0.045192 mean_absolute_error 0.040832 mean_absolute_error 0.047541 mean_absolute_error 0.04318 mean_absolute_error 0.046401 mean_absolute_error 0.045198 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] precision 0.961314 [0.955189,0.968] precision 0.972137 [0.984069,0.959079] precision 0.973165 [0.979394,0.966365] precision 0.9631 [0.960761,0.965654] precision 0.972502 [0.977081,0.96749] precision 0.974582 [0.98533,0.962821] precision 0.970692 [0.964581,0.977364] precision 0.97439 [0.970379,0.97878] precision 0.968744 [0.965599,0.972185] precision 0.968744 [0.965558,0.972222] predictive_accuracy 0.961202 predictive_accuracy 0.97184 predictive_accuracy 0.973091 predictive_accuracy 0.963079 predictive_accuracy 0.972466 predictive_accuracy 0.974343 predictive_accuracy 0.970588 predictive_accuracy 0.974343 predictive_accuracy 0.968711 predictive_accuracy 0.968711 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 recall 0.961202 [0.971223,0.950262] recall 0.97184 [0.961677,0.982962] recall 0.973091 [0.968825,0.977749] recall 0.963079 [0.968825,0.956806] recall 0.972466 [0.97006,0.975098] recall 0.974343 [0.965269,0.984273] recall 0.970588 [0.979616,0.960733] recall 0.974343 [0.980838,0.967235] recall 0.968711 [0.97485,0.961992] recall 0.968711 [0.97482,0.962042] relative_absolute_error 0.09972 relative_absolute_error 0.08706 relative_absolute_error 0.090238 relative_absolute_error 0.098489 relative_absolute_error 0.090565 relative_absolute_error 0.081828 relative_absolute_error 0.095267 relative_absolute_error 0.086534 relative_absolute_error 0.092989 relative_absolute_error 0.090571 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_squared_error 0.167474 root_mean_squared_error 0.155435 root_mean_squared_error 0.153093 root_mean_squared_error 0.166324 root_mean_squared_error 0.155655 root_mean_squared_error 0.147433 root_mean_squared_error 0.155979 root_mean_squared_error 0.149411 root_mean_squared_error 0.163505 root_mean_squared_error 0.156226 root_relative_squared_error 0.33527 root_relative_squared_error 0.311185 root_relative_squared_error 0.30648 root_relative_squared_error 0.332968 root_relative_squared_error 0.311627 root_relative_squared_error 0.295165 root_relative_squared_error 0.312257 root_relative_squared_error 0.299126 root_relative_squared_error 0.327342 root_relative_squared_error 0.312752 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 12280 usercpu_time_millis 11220 usercpu_time_millis 11790 usercpu_time_millis 12880 usercpu_time_millis 14180 usercpu_time_millis 14130 usercpu_time_millis 13970 usercpu_time_millis 13380 usercpu_time_millis 12390 usercpu_time_millis 13160 usercpu_time_millis_testing 290 usercpu_time_millis_testing 290 usercpu_time_millis_testing 280 usercpu_time_millis_testing 310 usercpu_time_millis_testing 280 usercpu_time_millis_testing 270 usercpu_time_millis_testing 320 usercpu_time_millis_testing 280 usercpu_time_millis_testing 290 usercpu_time_millis_testing 280 usercpu_time_millis_training 11990 usercpu_time_millis_training 10930 usercpu_time_millis_training 11510 usercpu_time_millis_training 12570 usercpu_time_millis_training 13900 usercpu_time_millis_training 13860 usercpu_time_millis_training 13650 usercpu_time_millis_training 13100 usercpu_time_millis_training 12100 usercpu_time_millis_training 12880