195365 2 Joaquin Vanschoren 1767 Supervised Classification predictive_accuracy 1178 weka.SMO_PolyKernel(10) 2020 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 1110 C 250007 1110 C 1.0 1178 N 0 1178 L 0.001 1178 P 1.0E-12 1178 V -1 1178 W 1 1178 K weka.classifiers.functions.supportVector.PolyKernel 1178 weka weka_3.7.12 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 644435 description https://api.openml.org/data/download/644435/weka_generated_run9221862962893684447.xml -1 644438 model_readable https://api.openml.org/data/download/644438/WekaModel_weka.classifiers.functions.SMO4250867606958938938.model -1 644437 model_serialized https://api.openml.org/data/download/644437/WekaSerialized_weka.classifiers.functions.SMO3315887245815656536.model -1 644436 predictions https://api.openml.org/data/download/644436/weka_generated_predictions6038868946438589827.arff area_under_roc_curve 0.950514 [0.950514,0.950514] average_cost 0 f_measure 0.950861 [0.953232,0.94827] kappa 0.901506 kb_relative_information_score 14405.496446 mean_absolute_error 0.049124 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 0.950914 [0.947867,0.954244] predictive_accuracy 0.950876 prior_entropy 0.998577 recall 0.950876 [0.958658,0.942371] relative_absolute_error 0.098442 root_mean_prior_squared_error 0.499506 root_mean_squared_error 0.221639 root_relative_squared_error 0.443716 scimark_benchmark 1321.526969 [779.0266083552302, 976.662422486706, 541.4734578216411, 1083.6875143231027, 3226.784844147617] total_cost 0 usercpu_time_millis 1350 usercpu_time_millis_testing 0 usercpu_time_millis_training 1350 area_under_roc_curve 0.944601 [0.944601,0.944601] area_under_roc_curve 0.954423 [0.954423,0.954423] area_under_roc_curve 0.950441 [0.950441,0.950441] area_under_roc_curve 0.952784 [0.952784,0.952784] area_under_roc_curve 0.954084 [0.954084,0.954084] area_under_roc_curve 0.951033 [0.951033,0.951033] area_under_roc_curve 0.945965 [0.945965,0.945965] area_under_roc_curve 0.952547 [0.952547,0.952547] area_under_roc_curve 0.953541 [0.953541,0.953541] area_under_roc_curve 0.94575 [0.94575,0.94575] 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 0.94549 [0.948793,0.941884] f_measure 0.954326 [0.956103,0.952381] f_measure 0.950562 [0.952666,0.948265] f_measure 0.953056 [0.955224,0.95069] f_measure 0.954311 [0.956418,0.952005] f_measure 0.951186 [0.953349,0.948819] f_measure 0.946754 [0.949853,0.943371] f_measure 0.953042 [0.95549,0.950364] f_measure 0.953689 [0.955742,0.951444] f_measure 0.946162 [0.94881,0.943272] kappa 0.890718 kappa 0.908486 kappa 0.900931 kappa 0.905916 kappa 0.908424 kappa 0.902168 kappa 0.893254 kappa 0.905862 kappa 0.907185 kappa 0.892087 kb_relative_information_score 1423.565382 kb_relative_information_score 1451.516805 kb_relative_information_score 1439.610987 kb_relative_information_score 1447.63379 kb_relative_information_score 1451.516805 kb_relative_information_score 1441.488302 kb_relative_information_score 1427.576783 kb_relative_information_score 1447.505404 kb_relative_information_score 1449.511105 kb_relative_information_score 1425.571082 mean_absolute_error 0.054443 mean_absolute_error 0.045682 mean_absolute_error 0.049437 mean_absolute_error 0.046934 mean_absolute_error 0.045682 mean_absolute_error 0.048811 mean_absolute_error 0.053191 mean_absolute_error 0.046934 mean_absolute_error 0.046308 mean_absolute_error 0.053817 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 0.946139 [0.931792,0.961801] precision 0.954371 [0.960145,0.948052] precision 0.950561 [0.952096,0.948886] precision 0.953083 [0.951249,0.955086] precision 0.954323 [0.953571,0.955145] precision 0.951186 [0.95221,0.950066] precision 0.947243 [0.934959,0.960651] precision 0.953187 [0.947059,0.959893] precision 0.95369 [0.9546,0.952694] precision 0.946248 [0.94208,0.950798] predictive_accuracy 0.945557 predictive_accuracy 0.954318 predictive_accuracy 0.950563 predictive_accuracy 0.953066 predictive_accuracy 0.954318 predictive_accuracy 0.951189 predictive_accuracy 0.946809 predictive_accuracy 0.953066 predictive_accuracy 0.953692 predictive_accuracy 0.946183 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 0.945557 [0.966427,0.922775] recall 0.954318 [0.952096,0.95675] recall 0.950563 [0.953237,0.947644] recall 0.953066 [0.959233,0.946335] recall 0.954318 [0.959281,0.948886] recall 0.951189 [0.954491,0.947575] recall 0.946809 [0.965228,0.926702] recall 0.953066 [0.964072,0.941022] recall 0.953692 [0.956886,0.950197] recall 0.946183 [0.955635,0.935864] relative_absolute_error 0.109098 relative_absolute_error 0.091547 relative_absolute_error 0.099066 relative_absolute_error 0.09405 relative_absolute_error 0.091547 relative_absolute_error 0.097818 relative_absolute_error 0.10659 relative_absolute_error 0.094056 relative_absolute_error 0.092801 relative_absolute_error 0.107844 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 0.23333 root_mean_squared_error 0.213734 root_mean_squared_error 0.222344 root_mean_squared_error 0.216642 root_mean_squared_error 0.213734 root_mean_squared_error 0.220932 root_mean_squared_error 0.230633 root_mean_squared_error 0.216642 root_mean_squared_error 0.215193 root_mean_squared_error 0.231985 root_relative_squared_error 0.467109 root_relative_squared_error 0.427902 root_relative_squared_error 0.445115 root_relative_squared_error 0.4337 root_relative_squared_error 0.427902 root_relative_squared_error 0.442313 root_relative_squared_error 0.461709 root_relative_squared_error 0.433724 root_relative_squared_error 0.430823 root_relative_squared_error 0.464417 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 470 usercpu_time_millis 410 usercpu_time_millis 460 usercpu_time_millis 420 usercpu_time_millis 400 usercpu_time_millis 360 usercpu_time_millis 530 usercpu_time_millis 400 usercpu_time_millis 440 usercpu_time_millis 330 usercpu_time_millis_testing 0 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 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 470 usercpu_time_millis_training 410 usercpu_time_millis_training 460 usercpu_time_millis_training 410 usercpu_time_millis_training 390 usercpu_time_millis_training 360 usercpu_time_millis_training 520 usercpu_time_millis_training 390 usercpu_time_millis_training 440 usercpu_time_millis_training 330