1815893 348 Giuseppe Casalicchio 39 Supervised Classification predictive_accuracy 4704 mlr.classif.ksvm(4) 9382 type spoc-svc 4704 fit FALSE 4704 openml.seed 1 4704 openml.kind Mersenne-Twister 4704 openml.normal.kind Inversion 4704 study_27 40 sonar https://www.openml.org/data/download/40/dataset_40_sonar.arff -1 4555336 description https://api.openml.org/data/download/4555336/description1a981630594.xml -1 4555337 predictions https://api.openml.org/data/download/4555337/predictions1a9857aa756f.arff area_under_roc_curve 0.851258 [0.851258,0.851258] average_cost 0 f_measure 0.851076 [0.84264,0.858447] kappa 0.701149 kb_relative_information_score 145.587701 mean_absolute_error 0.149038 mean_prior_absolute_error 0.497756 number_of_instances 208 [97,111] precision 0.851544 [0.83,0.87037] predictive_accuracy 0.850962 prior_entropy 0.996792 recall 0.850962 [0.85567,0.846847] relative_absolute_error 0.29942 root_mean_prior_squared_error 0.498866 root_mean_squared_error 0.386055 root_relative_squared_error 0.773865 total_cost 0 area_under_roc_curve 0.875 [0.875,0.875] area_under_roc_curve 0.813636 [0.813636,0.813636] area_under_roc_curve 0.8 [0.8,0.8] area_under_roc_curve 0.9 [0.9,0.9] area_under_roc_curve 0.859091 [0.859091,0.859091] area_under_roc_curve 0.854545 [0.854545,0.854545] area_under_roc_curve 0.859091 [0.859091,0.859091] area_under_roc_curve 0.804545 [0.804545,0.804545] area_under_roc_curve 0.863636 [0.863636,0.863636] 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 0.857143 [0.857143,0.857143] f_measure 0.808658 [0.818182,0.8] f_measure 0.800366 [0.75,0.846154] f_measure 0.903439 [0.888889,0.916667] f_measure 0.857143 [0.857143,0.857143] f_measure 0.856489 [0.842105,0.869565] f_measure 0.857143 [0.857143,0.857143] f_measure 0.806878 [0.777778,0.833333] f_measure 0.848872 [0.857143,0.842105] f_measure 0.9 [0.9,0.9] kappa 0.72 kappa 0.621622 kappa 0.611111 kappa 0.807339 kappa 0.714932 kappa 0.712329 kappa 0.714932 kappa 0.614679 kappa 0.705882 kappa 0.80198 kb_relative_information_score 14.806735 kb_relative_information_score 12.987116 kb_relative_information_score 12.987116 kb_relative_information_score 17.012884 kb_relative_information_score 15 kb_relative_information_score 15 kb_relative_information_score 15 kb_relative_information_score 12.987116 kb_relative_information_score 13.896925 kb_relative_information_score 15.90981 mean_absolute_error 0.142857 mean_absolute_error 0.190476 mean_absolute_error 0.190476 mean_absolute_error 0.095238 mean_absolute_error 0.142857 mean_absolute_error 0.142857 mean_absolute_error 0.142857 mean_absolute_error 0.190476 mean_absolute_error 0.15 mean_absolute_error 0.1 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.496667 mean_prior_absolute_error 0.496667 number_of_instances 21 [9,12] number_of_instances 21 [10,11] number_of_instances 21 [10,11] number_of_instances 21 [10,11] number_of_instances 21 [10,11] number_of_instances 21 [10,11] number_of_instances 21 [10,11] number_of_instances 21 [10,11] number_of_instances 20 [9,11] number_of_instances 20 [9,11] precision 0.892857 [0.75,1] precision 0.822751 [0.75,0.888889] precision 0.860317 [1,0.733333] precision 0.919414 [1,0.846154] precision 0.861039 [0.818182,0.9] precision 0.859788 [0.888889,0.833333] precision 0.861039 [0.818182,0.9] precision 0.819597 [0.875,0.769231] precision 0.8875 [0.75,1] precision 0.918182 [0.818182,1] predictive_accuracy 0.857143 predictive_accuracy 0.809524 predictive_accuracy 0.809524 predictive_accuracy 0.904762 predictive_accuracy 0.857143 predictive_accuracy 0.857143 predictive_accuracy 0.857143 predictive_accuracy 0.809524 predictive_accuracy 0.85 predictive_accuracy 0.9 prior_entropy 0.996792 prior_entropy 0.996792 prior_entropy 0.996792 prior_entropy 0.996792 prior_entropy 0.996792 prior_entropy 0.996792 prior_entropy 0.996792 prior_entropy 0.996792 prior_entropy 0.996792 prior_entropy 0.996792 recall 0.857143 [1,0.75] recall 0.809524 [0.9,0.727273] recall 0.809524 [0.6,1] recall 0.904762 [0.8,1] recall 0.857143 [0.9,0.818182] recall 0.857143 [0.8,0.909091] recall 0.857143 [0.9,0.818182] recall 0.809524 [0.7,0.909091] recall 0.85 [1,0.727273] recall 0.9 [1,0.818182] relative_absolute_error 0.288462 relative_absolute_error 0.382166 relative_absolute_error 0.382166 relative_absolute_error 0.191083 relative_absolute_error 0.286624 relative_absolute_error 0.286624 relative_absolute_error 0.286624 relative_absolute_error 0.382166 relative_absolute_error 0.302013 relative_absolute_error 0.201342 root_mean_prior_squared_error 0.496336 root_mean_prior_squared_error 0.499524 root_mean_prior_squared_error 0.499524 root_mean_prior_squared_error 0.499524 root_mean_prior_squared_error 0.499524 root_mean_prior_squared_error 0.499524 root_mean_prior_squared_error 0.499524 root_mean_prior_squared_error 0.499524 root_mean_prior_squared_error 0.497773 root_mean_prior_squared_error 0.497773 root_mean_squared_error 0.377964 root_mean_squared_error 0.436436 root_mean_squared_error 0.436436 root_mean_squared_error 0.308607 root_mean_squared_error 0.377964 root_mean_squared_error 0.377964 root_mean_squared_error 0.377964 root_mean_squared_error 0.436436 root_mean_squared_error 0.387298 root_mean_squared_error 0.316228 root_relative_squared_error 0.76151 root_relative_squared_error 0.873704 root_relative_squared_error 0.873704 root_relative_squared_error 0.617802 root_relative_squared_error 0.75665 root_relative_squared_error 0.75665 root_relative_squared_error 0.75665 root_relative_squared_error 0.873704 root_relative_squared_error 0.778062 root_relative_squared_error 0.635285 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