550314 1 Jan van Rijn 3598 Supervised Classification predictive_accuracy 2228 weka.SMO_PolyKernel(11) 2869 weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" E 1.0 2082 C 250007 2082 C 1.0 2228 N 0 2228 L 0.001 2228 P 1.0E-12 2228 V -1 2228 W 1 2228 K weka.classifiers.functions.supportVector.PolyKernel 2228 study_15 study_20 weka weka_3.7.13 732 fri_c0_250_50 https://www.openml.org/data/download/53266/fri_c0_250_50.arff -1 1892185 description https://api.openml.org/data/download/1892185/weka_generated_run5371939703100026606.xml -1 1892187 model_readable https://api.openml.org/data/download/1892187/WekaModel_weka.classifiers.functions.SMO5384537963868089741.model -1 1892186 model_serialized https://api.openml.org/data/download/1892186/WekaSerialized_weka.classifiers.functions.SMO1608459176335442037.model -1 1892188 predictions https://api.openml.org/data/download/1892188/weka_generated_predictions4896551243386614779.arff area_under_roc_curve 0.742947 [0.742947,0.742947] average_cost 0 f_measure 0.744 [0.759398,0.726496] kappa 0.485894 kb_relative_information_score 121.240711 mean_absolute_error 0.256 mean_prior_absolute_error 0.497968 number_of_instances 250 [133,117] os_information [Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.744 [0.759398,0.726496] predictive_accuracy 0.744 prior_entropy 0.99709 recall 0.744 [0.759398,0.726496] relative_absolute_error 0.514089 root_mean_prior_squared_error 0.498975 root_mean_squared_error 0.505964 root_relative_squared_error 1.014008 scimark_benchmark 1141.465357 [428.3498596664599, 915.6355744859181, 348.9573528588994, 1260.3077385355045, 2754.076259717941] total_cost 0 usercpu_time_millis 20 usercpu_time_millis_testing 0 usercpu_time_millis_training 20 area_under_roc_curve 0.442308 [0.442308,0.442308] area_under_roc_curve 0.599359 [0.599359,0.599359] area_under_roc_curve 0.759615 [0.759615,0.759615] area_under_roc_curve 0.75641 [0.75641,0.75641] area_under_roc_curve 0.794872 [0.794872,0.794872] area_under_roc_curve 0.766026 [0.766026,0.766026] area_under_roc_curve 0.762821 [0.762821,0.762821] area_under_roc_curve 0.756494 [0.756494,0.756494] area_under_roc_curve 0.873377 [0.873377,0.873377] area_under_roc_curve 0.909091 [0.909091,0.909091] 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 0.438205 [0.416667,0.461538] f_measure 0.6 [0.615385,0.583333] f_measure 0.76 [0.769231,0.75] f_measure 0.757662 [0.785714,0.727273] f_measure 0.796059 [0.827586,0.761905] f_measure 0.755325 [0.727273,0.785714] f_measure 0.759231 [0.75,0.769231] f_measure 0.76 [0.785714,0.727273] f_measure 0.879212 [0.896552,0.857143] f_measure 0.918667 [0.933333,0.9] kappa -0.11465 kappa 0.198718 kappa 0.519231 kappa 0.516129 kappa 0.595469 kappa 0.525316 kappa 0.522293 kappa 0.512987 kappa 0.754098 kappa 0.834437 kb_relative_information_score -3.109513 kb_relative_information_score 4.937213 kb_relative_information_score 12.983938 kb_relative_information_score 12.983938 kb_relative_information_score 14.995619 kb_relative_information_score 12.983938 kb_relative_information_score 12.983938 kb_relative_information_score 12.799957 kb_relative_information_score 18.835001 kb_relative_information_score 20.846682 mean_absolute_error 0.56 mean_absolute_error 0.4 mean_absolute_error 0.24 mean_absolute_error 0.24 mean_absolute_error 0.2 mean_absolute_error 0.24 mean_absolute_error 0.24 mean_absolute_error 0.24 mean_absolute_error 0.12 mean_absolute_error 0.08 mean_prior_absolute_error 0.49873 mean_prior_absolute_error 0.49873 mean_prior_absolute_error 0.49873 mean_prior_absolute_error 0.49873 mean_prior_absolute_error 0.49873 mean_prior_absolute_error 0.49873 mean_prior_absolute_error 0.49873 mean_prior_absolute_error 0.49619 mean_prior_absolute_error 0.49619 mean_prior_absolute_error 0.49619 number_of_instances 25 [13,12] number_of_instances 25 [13,12] number_of_instances 25 [13,12] number_of_instances 25 [13,12] number_of_instances 25 [13,12] number_of_instances 25 [13,12] number_of_instances 25 [13,12] number_of_instances 25 [14,11] number_of_instances 25 [14,11] number_of_instances 25 [14,11] precision 0.442078 [0.454545,0.428571] precision 0.6 [0.615385,0.583333] precision 0.76 [0.769231,0.75] precision 0.765333 [0.733333,0.8] precision 0.816667 [0.75,0.888889] precision 0.792222 [0.888889,0.6875] precision 0.768312 [0.818182,0.714286] precision 0.76 [0.785714,0.727273] precision 0.881333 [0.866667,0.9] precision 0.93 [0.875,1] predictive_accuracy 0.44 predictive_accuracy 0.6 predictive_accuracy 0.76 predictive_accuracy 0.76 predictive_accuracy 0.8 predictive_accuracy 0.76 predictive_accuracy 0.76 predictive_accuracy 0.76 predictive_accuracy 0.88 predictive_accuracy 0.92 prior_entropy 0.99709 prior_entropy 0.99709 prior_entropy 0.99709 prior_entropy 0.99709 prior_entropy 0.99709 prior_entropy 0.99709 prior_entropy 0.99709 prior_entropy 0.99709 prior_entropy 0.99709 prior_entropy 0.99709 recall 0.44 [0.384615,0.5] recall 0.6 [0.615385,0.583333] recall 0.76 [0.769231,0.75] recall 0.76 [0.846154,0.666667] recall 0.8 [0.923077,0.666667] recall 0.76 [0.615385,0.916667] recall 0.76 [0.692308,0.833333] recall 0.76 [0.785714,0.727273] recall 0.88 [0.928571,0.818182] recall 0.92 [1,0.818182] relative_absolute_error 1.122852 relative_absolute_error 0.802037 relative_absolute_error 0.481222 relative_absolute_error 0.481222 relative_absolute_error 0.401018 relative_absolute_error 0.481222 relative_absolute_error 0.481222 relative_absolute_error 0.483685 relative_absolute_error 0.241843 relative_absolute_error 0.161228 root_mean_prior_squared_error 0.499738 root_mean_prior_squared_error 0.499738 root_mean_prior_squared_error 0.499738 root_mean_prior_squared_error 0.499738 root_mean_prior_squared_error 0.499738 root_mean_prior_squared_error 0.499738 root_mean_prior_squared_error 0.499738 root_mean_prior_squared_error 0.49719 root_mean_prior_squared_error 0.49719 root_mean_prior_squared_error 0.49719 root_mean_squared_error 0.748331 root_mean_squared_error 0.632456 root_mean_squared_error 0.489898 root_mean_squared_error 0.489898 root_mean_squared_error 0.447214 root_mean_squared_error 0.489898 root_mean_squared_error 0.489898 root_mean_squared_error 0.489898 root_mean_squared_error 0.34641 root_mean_squared_error 0.282843 root_relative_squared_error 1.497448 root_relative_squared_error 1.265574 root_relative_squared_error 0.98031 root_relative_squared_error 0.98031 root_relative_squared_error 0.894896 root_relative_squared_error 0.98031 root_relative_squared_error 0.98031 root_relative_squared_error 0.985333 root_relative_squared_error 0.696735 root_relative_squared_error 0.568882 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 140 usercpu_time_millis 80 usercpu_time_millis 170 usercpu_time_millis 60 usercpu_time_millis 50 usercpu_time_millis 30 usercpu_time_millis 50 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 40 usercpu_time_millis_testing 0 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 140 usercpu_time_millis_training 70 usercpu_time_millis_training 170 usercpu_time_millis_training 60 usercpu_time_millis_training 50 usercpu_time_millis_training 30 usercpu_time_millis_training 50 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 40