120 1 Jan van Rijn 43 Supervised Classification 72 weka.SMO_RBFKernel(1) 14 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.RBFKernel -C 250007 -G 0.01" C 250007 73 G 0.01 73 C 1.0 72 K weka.classifiers.functions.supportVector.RBFKernel 72 L 0.001 72 N 0 72 P 1.0E-12 72 V -1 72 W 1 72 44 spambase https://www.openml.org/data/download/44/dataset_44_spambase.arff -1 301 description https://api.openml.org/data/download/301/weka_generated_run1361678786637347678.xml -1 302 predictions https://api.openml.org/data/download/302/weka_generated_predictions2651001208594924655.arff area_under_roc_curve 0.6832 [0.6832,0.6832] average_cost 0 f_measure 0.714114 [0.823654,0.545667] kappa 0.407817 kb_relative_information_score 2104.020307 mean_absolute_error 0.254075 mean_prior_absolute_error 0.477557 number_of_instances 4601 [2788,1813] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.794657 [0.710752,0.923684] predictive_accuracy 0.745925 prior_entropy 0.967389 recall 0.745925 [0.979197,0.387204] relative_absolute_error 0.532031 root_mean_prior_squared_error 0.488645 root_mean_squared_error 0.504059 root_relative_squared_error 1.031545 scimark_benchmark 1994.6263204552083 [ 1248.1149140523753, 1624.0666530911942, 921.2713708332357, 1693.9838292519332, 4485.694835047303 ] total_cost 0 area_under_roc_curve 0.685139 [0.685139,0.685139] area_under_roc_curve 0.695253 [0.695253,0.695253] area_under_roc_curve 0.721776 [0.721776,0.721776] area_under_roc_curve 0.675974 [0.675974,0.675974] area_under_roc_curve 0.683588 [0.683588,0.683588] area_under_roc_curve 0.713301 [0.713301,0.713301] area_under_roc_curve 0.680825 [0.680825,0.680825] area_under_roc_curve 0.650439 [0.650439,0.650439] area_under_roc_curve 0.667835 [0.667835,0.667835] area_under_roc_curve 0.657607 [0.657607,0.657607] 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 build_cpu_time 39.654 build_cpu_time 107.195 build_cpu_time 34.94 build_cpu_time 35.215 build_cpu_time 53.047 build_cpu_time 84.155 build_cpu_time 40.743 build_cpu_time 46.247 build_cpu_time 69.869 build_cpu_time 90.872 f_measure 0.715698 [0.825826,0.546875] f_measure 0.726061 [0.828006,0.570342] f_measure 0.75371 [0.841294,0.619926] f_measure 0.706278 [0.824405,0.524194] f_measure 0.714894 [0.822995,0.548263] f_measure 0.745106 [0.831776,0.611511] f_measure 0.711926 [0.821752,0.542636] f_measure 0.678242 [0.808321,0.477733] f_measure 0.697541 [0.81791,0.512] f_measure 0.685606 [0.815362,0.485597] kappa 0.412868 kappa 0.431888 kappa 0.486474 kappa 0.395721 kappa 0.407947 kappa 0.464459 kappa 0.402242 kappa 0.338668 kappa 0.376597 kappa 0.356362 kb_relative_information_score 213.445842 kb_relative_information_score 219.106289 kb_relative_information_score 240.46509 kb_relative_information_score 207.785395 kb_relative_information_score 209.921275 kb_relative_information_score 229.144196 kb_relative_information_score 207.785395 kb_relative_information_score 184.290714 kb_relative_information_score 199.241875 kb_relative_information_score 192.834235 mean_absolute_error 0.251627 mean_absolute_error 0.245652 mean_absolute_error 0.223913 mean_absolute_error 0.256522 mean_absolute_error 0.254348 mean_absolute_error 0.234783 mean_absolute_error 0.256522 mean_absolute_error 0.280435 mean_absolute_error 0.265217 mean_absolute_error 0.271739 mean_prior_absolute_error 0.477715 mean_prior_absolute_error 0.477897 mean_prior_absolute_error 0.477897 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 number_of_instances 461 [279,182] number_of_instances 460 [278,182] number_of_instances 460 [278,182] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] precision 0.80351 [0.710594,0.945946] precision 0.800072 [0.717678,0.925926] precision 0.818133 [0.735849,0.94382] precision 0.80923 [0.704835,0.970149] precision 0.790035 [0.712042,0.910256] precision 0.79092 [0.735537,0.876289] precision 0.788449 [0.710183,0.909091] precision 0.770461 [0.690355,0.893939] precision 0.789996 [0.700767,0.927536] precision 0.795042 [0.693467,0.951613] predictive_accuracy 0.748373 predictive_accuracy 0.754348 predictive_accuracy 0.776087 predictive_accuracy 0.743478 predictive_accuracy 0.745652 predictive_accuracy 0.765217 predictive_accuracy 0.743478 predictive_accuracy 0.719565 predictive_accuracy 0.734783 predictive_accuracy 0.728261 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 recall 0.748373 [0.985663,0.384615] recall 0.754348 [0.978417,0.412088] recall 0.776087 [0.982014,0.461538] recall 0.743478 [0.992832,0.359116] recall 0.745652 [0.97491,0.392265] recall 0.765217 [0.956989,0.469613] recall 0.743478 [0.97491,0.38674] recall 0.719565 [0.97491,0.325967] recall 0.734783 [0.982079,0.353591] recall 0.728261 [0.989247,0.325967] relative_absolute_error 0.52673 relative_absolute_error 0.514027 relative_absolute_error 0.468538 relative_absolute_error 0.537289 relative_absolute_error 0.532736 relative_absolute_error 0.491756 relative_absolute_error 0.537289 relative_absolute_error 0.587376 relative_absolute_error 0.555503 relative_absolute_error 0.569163 root_mean_prior_squared_error 0.488807 root_mean_prior_squared_error 0.488993 root_mean_prior_squared_error 0.488993 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_squared_error 0.501624 root_mean_squared_error 0.495633 root_mean_squared_error 0.473195 root_mean_squared_error 0.50648 root_mean_squared_error 0.504329 root_mean_squared_error 0.484544 root_mean_squared_error 0.50648 root_mean_squared_error 0.529561 root_mean_squared_error 0.514993 root_mean_squared_error 0.521286 root_relative_squared_error 1.026222 root_relative_squared_error 1.01358 root_relative_squared_error 0.967692 root_relative_squared_error 1.03676 root_relative_squared_error 1.032357 root_relative_squared_error 0.991857 root_relative_squared_error 1.03676 root_relative_squared_error 1.084007 root_relative_squared_error 1.054186 root_relative_squared_error 1.067068 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