25830 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 387 weka.SMO_RBFKernel(2) 902 weka.classifiers.functions.SMO -- -C 0.01 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.RBFKernel -G 10.0 -C 250007" C 250007 388 G 10.0 388 C 0.01 387 K weka.classifiers.functions.supportVector.RBFKernel 387 L 0.001 387 N 0 387 P 1.0E-12 387 V -1 387 W 1 387 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 54209 description https://api.openml.org/data/download/54209/weka_generated_run2599376661815465720.xml -1 54212 model_readable https://api.openml.org/data/download/54212/WekaModel_weka.classifiers.functions.SMO509176232226170056.model -1 54211 model_serialized https://api.openml.org/data/download/54211/WekaSerialized_weka.classifiers.functions.SMO1626810886981377906.model -1 54210 predictions https://api.openml.org/data/download/54210/weka_generated_predictions4372645629677069165.arff area_under_roc_curve 0.869767 [0.935,0.8676,0.8067] average_cost 0 build_cpu_time 0.0121 build_memory 234647256.8 f_measure 0.77368 [0.840336,0.73913,0.741573] kappa 0.67 kb_relative_information_score 69.556957 mean_absolute_error 0.282963 mean_prior_absolute_error 0.444444 number_of_instances 150 [50,50,50] os_information [Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.5] precision 0.793438 [0.724638,0.809524,0.846154] predictive_accuracy 0.78 prior_entropy 1.584963 recall 0.78 [1,0.68,0.66] relative_absolute_error 0.636666 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.357633 root_relative_squared_error 0.758654 scimark_benchmark 1571.920248 [1030.87506356800871238.402965993701659.54656643867461306.79957386067173623.9770696272967] total_cost 0 area_under_roc_curve 0.936667 [1,0.9,0.91] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.966667 [1,0.95,0.95] area_under_roc_curve 0.833333 [1,0.75,0.75] area_under_roc_curve 0.95 [1,0.95,0.9] area_under_roc_curve 0.833333 [1,0.75,0.75] area_under_roc_curve 0.65 [0.5,0.9,0.55] area_under_roc_curve 0.7 [0.5,0.9,0.7] area_under_roc_curve 1 [1,1,1] 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 0.016 build_cpu_time 0.012 build_cpu_time 0.012 build_cpu_time 0.013 build_cpu_time 0.011 build_cpu_time 0.011 build_cpu_time 0.011 build_cpu_time 0.011 build_cpu_time 0.011 build_cpu_time 0.013 build_memory 263628328 build_memory 315630472 build_memory 364419960 build_memory 95852464 build_memory 144672312 build_memory 193315896 build_memory 242178504 build_memory 291035880 build_memory 339857080 build_memory 95881672 f_measure 0.50463 [0.625,0,0.888889] f_measure 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.888889,0.909091] f_measure 0.555556 [1,0,0.666667] f_measure 0.93266 [1,0.909091,0.888889] f_measure 0.555556 [1,0.666667,0] f_measure 0.534188 [0.769231,0.833333,0] f_measure 0.166667 [0.5,0,0] f_measure 1 [1,1,1] kappa 0.4 kappa 1 kappa 1 kappa 0.9 kappa 0.5 kappa 0.9 kappa 0.5 kappa 0.5 kappa 0 kappa 1 kb_relative_information_score 5.678369 kb_relative_information_score 9.463953 kb_relative_information_score 9.463953 kb_relative_information_score 8.833022 kb_relative_information_score 6.3093 kb_relative_information_score 8.833022 kb_relative_information_score 6.3093 kb_relative_information_score 2.416507 kb_relative_information_score 2.785577 kb_relative_information_score 9.463953 mean_absolute_error 0.311111 mean_absolute_error 0.222222 mean_absolute_error 0.222222 mean_absolute_error 0.237037 mean_absolute_error 0.296296 mean_absolute_error 0.237037 mean_absolute_error 0.296296 mean_absolute_error 0.4 mean_absolute_error 0.385185 mean_absolute_error 0.222222 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] precision 0.484848 [0.454545,0,1] precision 1 [1,1,1] precision 1 [1,1,1] precision 0.944444 [1,1,0.833333] precision 0.5 [1,0,0.5] precision 0.944444 [1,0.833333,1] precision 0.5 [1,0.5,0] precision 0.446429 [0.625,0.714286,0] precision 0.111111 [0.333333,0,0] precision 1 [1,1,1] predictive_accuracy 0.6 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.933333 predictive_accuracy 0.666667 predictive_accuracy 0.933333 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.333333 predictive_accuracy 1 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 recall 0.6 [1,0,0.8] recall 1 [1,1,1] recall 1 [1,1,1] recall 0.933333 [1,0.8,1] recall 0.666667 [1,0,1] recall 0.933333 [1,1,0.8] recall 0.666667 [1,1,0] recall 0.666667 [1,1,0] recall 0.333333 [1,0,0] recall 1 [1,1,1] relative_absolute_error 0.7 relative_absolute_error 0.499999 relative_absolute_error 0.499999 relative_absolute_error 0.533333 relative_absolute_error 0.666666 relative_absolute_error 0.533333 relative_absolute_error 0.666666 relative_absolute_error 0.9 relative_absolute_error 0.866667 relative_absolute_error 0.499999 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.365148 root_mean_squared_error 0.272165 root_mean_squared_error 0.272165 root_mean_squared_error 0.298142 root_mean_squared_error 0.3849 root_mean_squared_error 0.298142 root_mean_squared_error 0.3849 root_mean_squared_error 0.46081 root_mean_squared_error 0.486865 root_mean_squared_error 0.272165 root_relative_squared_error 0.774596 root_relative_squared_error 0.57735 root_relative_squared_error 0.57735 root_relative_squared_error 0.632455 root_relative_squared_error 0.816497 root_relative_squared_error 0.632455 root_relative_squared_error 0.816497 root_relative_squared_error 0.977525 root_relative_squared_error 1.032796 root_relative_squared_error 0.57735 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