195622 2 Joaquin Vanschoren 3520 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_3.7.12 385 tr31.wc https://www.openml.org/data/download/52497/tr31.wc.arff -1 645448 description https://api.openml.org/data/download/645448/weka_generated_run8388710059346057373.xml -1 645451 model_readable https://api.openml.org/data/download/645451/WekaModel_weka.classifiers.functions.SMO7968751152904776361.model -1 645450 model_serialized https://api.openml.org/data/download/645450/WekaSerialized_weka.classifiers.functions.SMO6375011708118993872.model -1 645449 predictions https://api.openml.org/data/download/645449/weka_generated_predictions3487143574561606150.arff area_under_roc_curve 0.962863 [0.963668,0.934726,0.961182,0.990539,0.973096,0.960762,0.498919] average_cost 0 f_measure 0.903754 [0.940845,0.747826,0.890323,0.842105,0.929032,0.869159,0] kappa 0.874028 kb_relative_information_score 184.521474 mean_absolute_error 0.206268 mean_prior_absolute_error 0.21447 number_of_instances 927 [352,63,151,21,227,111,2] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.903517 [0.932961,0.826923,0.867925,0.941176,0.907563,0.902913,0] predictive_accuracy 0.906149 prior_entropy 2.239341 recall 0.906149 [0.948864,0.68254,0.913907,0.761905,0.951542,0.837838,0] relative_absolute_error 0.961759 root_mean_prior_squared_error 0.327293 root_mean_squared_error 0.304684 root_relative_squared_error 0.930921 scimark_benchmark 912.500563 [496.51028588610603, 991.9974325509459, 472.1819953046527, 894.0790780194669, 1707.7340248615362] total_cost 0 usercpu_time_millis 3980 usercpu_time_millis_testing 1610 usercpu_time_millis_training 2370 area_under_roc_curve 0.961291 [0.957846,0.82567,0.97906,1,0.981056,0.973947,0.0] area_under_roc_curve 0.965139 [0.973684,0.875479,0.958974,1,0.963975,0.990576,0.0] area_under_roc_curve 0.978805 [0.982759,0.996169,0.993506,1,0.979193,0.93071,0.0] area_under_roc_curve 0.968331 [0.975862,0.922414,0.961111,1,0.967702,0.97428,0.0] area_under_roc_curve 0.956 [0.954926,0.962625,0.921795,0.961111,0.971191,0.970067,0.0] area_under_roc_curve 0.95315 [0.933498,0.960963,0.980769,0.945055,0.96735,0.987805,0.494565] area_under_roc_curve 0.951408 [0.957635,0.930233,0.954274,0.994505,0.943022,0.991131,0.5] area_under_roc_curve 0.972927 [0.975439,0.993217,0.969697,1,0.985507,0.927048,0.0] area_under_roc_curve 0.967229 [0.97594,0.996124,0.928139,0.988889,0.992754,0.919753,0.0] area_under_roc_curve 0.9555 [0.956391,0.890504,0.961472,1,0.974795,0.931538,0.0] 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 average_cost 0 f_measure 0.892869 [0.927536,0.5,0.903226,1,0.93617,0.869565,0] f_measure 0.911974 [0.96,0.727273,0.827586,1,0.913043,0.952381,0] f_measure 0.944059 [0.972222,0.909091,0.969697,1,0.956522,0.8,0] f_measure 0.92297 [0.957746,0.8,0.903226,1,0.93617,0.869565,0] f_measure 0.868772 [0.914286,0.75,0.83871,0.5,0.930233,0.818182,0] f_measure 0.872697 [0.901408,0.727273,0.903226,0.666667,0.888889,0.916667,0] f_measure 0.877606 [0.911765,0.666667,0.965517,0.8,0.84,0.952381,0] f_measure 0.92206 [0.971429,0.909091,0.866667,0.666667,0.958333,0.818182,0] f_measure 0.910088 [0.957746,0.909091,0.823529,0.666667,0.978723,0.777778,0] f_measure 0.909251 [0.931507,0.6,0.903226,1,0.956522,0.9,0] kappa 0.856857 kappa 0.883056 kappa 0.92757 kappa 0.898866 kappa 0.829227 kappa 0.841886 kappa 0.843026 kappa 0.89755 kappa 0.882391 kappa 0.882013 kb_relative_information_score 17.818876 kb_relative_information_score 17.837122 kb_relative_information_score 19.144647 kb_relative_information_score 18.70949 kb_relative_information_score 19.445079 kb_relative_information_score 18.437293 kb_relative_information_score 18.869085 kb_relative_information_score 18.612033 kb_relative_information_score 18.129605 kb_relative_information_score 17.518244 mean_absolute_error 0.206276 mean_absolute_error 0.205983 mean_absolute_error 0.205106 mean_absolute_error 0.205837 mean_absolute_error 0.207154 mean_absolute_error 0.207446 mean_absolute_error 0.207154 mean_absolute_error 0.205413 mean_absolute_error 0.205856 mean_absolute_error 0.206448 mean_prior_absolute_error 0.213705 mean_prior_absolute_error 0.213705 mean_prior_absolute_error 0.214366 mean_prior_absolute_error 0.214498 mean_prior_absolute_error 0.215333 mean_prior_absolute_error 0.215396 mean_prior_absolute_error 0.215396 mean_prior_absolute_error 0.214096 mean_prior_absolute_error 0.214096 mean_prior_absolute_error 0.214096 number_of_instances 93 [36,6,15,2,23,11,0] number_of_instances 93 [36,6,15,2,23,11,0] number_of_instances 93 [35,6,16,2,23,11,0] number_of_instances 93 [35,6,15,2,23,12,0] number_of_instances 93 [35,7,15,3,22,11,0] number_of_instances 93 [35,7,15,2,22,11,1] number_of_instances 93 [35,7,15,2,22,11,1] number_of_instances 92 [35,6,15,2,23,11,0] number_of_instances 92 [35,6,15,2,23,11,0] number_of_instances 92 [35,6,15,2,23,11,0] precision 0.895528 [0.969697,0.5,0.875,1,0.916667,0.833333,0] precision 0.912773 [0.923077,0.8,0.857143,1,0.913043,1,0] precision 0.945642 [0.945946,1,0.941176,1,0.956522,0.888889,0] precision 0.926591 [0.944444,1,0.875,1,0.916667,0.909091,0] precision 0.87964 [0.914286,0.666667,0.8125,1,0.952381,0.818182,0] precision 0.878218 [0.888889,1,0.875,1,0.869565,0.846154,0] precision 0.885077 [0.939394,0.8,1,0.666667,0.75,1,0] precision 0.925652 [0.971429,1,0.866667,1,0.92,0.818182,0] precision 0.925542 [0.944444,1,0.736842,1,0.958333,1,0] precision 0.9124 [0.894737,0.75,0.875,1,0.956522,1,0] predictive_accuracy 0.892473 predictive_accuracy 0.913978 predictive_accuracy 0.946237 predictive_accuracy 0.924731 predictive_accuracy 0.870968 predictive_accuracy 0.88172 predictive_accuracy 0.88172 predictive_accuracy 0.923913 predictive_accuracy 0.913043 predictive_accuracy 0.913043 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 recall 0.892473 [0.888889,0.5,0.933333,1,0.956522,0.909091,0] recall 0.913978 [1,0.666667,0.8,1,0.913043,0.909091,0] recall 0.946237 [1,0.833333,1,1,0.956522,0.727273,0] recall 0.924731 [0.971429,0.666667,0.933333,1,0.956522,0.833333,0] recall 0.870968 [0.914286,0.857143,0.866667,0.333333,0.909091,0.818182,0] recall 0.88172 [0.914286,0.571429,0.933333,0.5,0.909091,1,0] recall 0.88172 [0.885714,0.571429,0.933333,1,0.954545,0.909091,0] recall 0.923913 [0.971429,0.833333,0.866667,0.5,1,0.818182,0] recall 0.913043 [0.971429,0.833333,0.933333,0.5,1,0.636364,0] recall 0.913043 [0.971429,0.5,0.933333,1,0.956522,0.818182,0] relative_absolute_error 0.965236 relative_absolute_error 0.963867 relative_absolute_error 0.9568 relative_absolute_error 0.959623 relative_absolute_error 0.962014 relative_absolute_error 0.963094 relative_absolute_error 0.961735 relative_absolute_error 0.95944 relative_absolute_error 0.961513 relative_absolute_error 0.964276 root_mean_prior_squared_error 0.326123 root_mean_prior_squared_error 0.326123 root_mean_prior_squared_error 0.327135 root_mean_prior_squared_error 0.327336 root_mean_prior_squared_error 0.32861 root_mean_prior_squared_error 0.328705 root_mean_prior_squared_error 0.328705 root_mean_prior_squared_error 0.326722 root_mean_prior_squared_error 0.326722 root_mean_prior_squared_error 0.326722 root_mean_squared_error 0.304665 root_mean_squared_error 0.304276 root_mean_squared_error 0.30275 root_mean_squared_error 0.304036 root_mean_squared_error 0.306193 root_mean_squared_error 0.306557 root_mean_squared_error 0.306068 root_mean_squared_error 0.303348 root_mean_squared_error 0.303904 root_mean_squared_error 0.305003 root_relative_squared_error 0.934203 root_relative_squared_error 0.93301 root_relative_squared_error 0.925458 root_relative_squared_error 0.928818 root_relative_squared_error 0.931784 root_relative_squared_error 0.932621 root_relative_squared_error 0.931134 root_relative_squared_error 0.928459 root_relative_squared_error 0.930162 root_relative_squared_error 0.933525 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 2470 usercpu_time_millis 2360 usercpu_time_millis 2230 usercpu_time_millis 2180 usercpu_time_millis 2160 usercpu_time_millis 2110 usercpu_time_millis 2080 usercpu_time_millis 2170 usercpu_time_millis 2190 usercpu_time_millis 2210 usercpu_time_millis_testing 160 usercpu_time_millis_testing 160 usercpu_time_millis_testing 160 usercpu_time_millis_testing 160 usercpu_time_millis_testing 160 usercpu_time_millis_testing 150 usercpu_time_millis_testing 160 usercpu_time_millis_testing 150 usercpu_time_millis_testing 160 usercpu_time_millis_testing 160 usercpu_time_millis_training 2310 usercpu_time_millis_training 2200 usercpu_time_millis_training 2070 usercpu_time_millis_training 2020 usercpu_time_millis_training 2000 usercpu_time_millis_training 1960 usercpu_time_millis_training 1920 usercpu_time_millis_training 2020 usercpu_time_millis_training 2030 usercpu_time_millis_training 2050