1815886 348 Giuseppe Casalicchio 39 Supervised Classification predictive_accuracy 4704 mlr.classif.ksvm(4) 9380 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 4555322 description https://api.openml.org/data/download/4555322/description1a984dca38b1.xml -1 4555323 predictions https://api.openml.org/data/download/4555323/predictions1a98696f3352.arff area_under_roc_curve 0.81838 [0.81838,0.81838] average_cost 0 f_measure 0.821254 [0.8,0.839827] kappa 0.640508 kb_relative_information_score 133.510395 mean_absolute_error 0.177885 mean_prior_absolute_error 0.497756 number_of_instances 208 [97,111] precision 0.823525 [0.840909,0.808333] predictive_accuracy 0.822115 prior_entropy 0.996792 recall 0.822115 [0.762887,0.873874] relative_absolute_error 0.357373 root_mean_prior_squared_error 0.498866 root_mean_squared_error 0.421764 root_relative_squared_error 0.845444 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 0.85 [0.85,0.85] area_under_roc_curve 0.754545 [0.754545,0.754545] area_under_roc_curve 0.904545 [0.904545,0.904545] area_under_roc_curve 0.854545 [0.854545,0.854545] area_under_roc_curve 0.759091 [0.759091,0.759091] area_under_roc_curve 0.85 [0.85,0.85] area_under_roc_curve 0.686869 [0.686869,0.686869] area_under_roc_curve 0.843434 [0.843434,0.843434] 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 0.853109 [0.823529,0.88] f_measure 0.755182 [0.705882,0.8] f_measure 0.904762 [0.9,0.909091] f_measure 0.856489 [0.842105,0.869565] f_measure 0.760815 [0.736842,0.782609] f_measure 0.853109 [0.823529,0.88] f_measure 0.69375 [0.625,0.75] f_measure 0.848849 [0.823529,0.869565] kappa 0.72 kappa 0.621622 kappa 0.709677 kappa 0.516129 kappa 0.809091 kappa 0.712329 kappa 0.520548 kappa 0.709677 kappa 0.381443 kappa 0.693878 kb_relative_information_score 14.806735 kb_relative_information_score 12.987116 kb_relative_information_score 15 kb_relative_information_score 10.974231 kb_relative_information_score 17.012884 kb_relative_information_score 15 kb_relative_information_score 10.974231 kb_relative_information_score 15 kb_relative_information_score 7.858272 kb_relative_information_score 13.896925 mean_absolute_error 0.142857 mean_absolute_error 0.190476 mean_absolute_error 0.142857 mean_absolute_error 0.238095 mean_absolute_error 0.095238 mean_absolute_error 0.142857 mean_absolute_error 0.238095 mean_absolute_error 0.142857 mean_absolute_error 0.3 mean_absolute_error 0.15 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 0.887755 [1,0.785714] precision 0.782313 [0.857143,0.714286] precision 0.904762 [0.9,0.909091] precision 0.859788 [0.888889,0.833333] precision 0.763228 [0.777778,0.75] precision 0.887755 [1,0.785714] precision 0.702198 [0.714286,0.692308] precision 0.852083 [0.875,0.833333] predictive_accuracy 0.857143 predictive_accuracy 0.809524 predictive_accuracy 0.857143 predictive_accuracy 0.761905 predictive_accuracy 0.904762 predictive_accuracy 0.857143 predictive_accuracy 0.761905 predictive_accuracy 0.857143 predictive_accuracy 0.7 predictive_accuracy 0.85 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 0.857143 [0.7,1] recall 0.761905 [0.6,0.909091] recall 0.904762 [0.9,0.909091] recall 0.857143 [0.8,0.909091] recall 0.761905 [0.7,0.818182] recall 0.857143 [0.7,1] recall 0.7 [0.555556,0.818182] recall 0.85 [0.777778,0.909091] relative_absolute_error 0.288462 relative_absolute_error 0.382166 relative_absolute_error 0.286624 relative_absolute_error 0.477707 relative_absolute_error 0.191083 relative_absolute_error 0.286624 relative_absolute_error 0.477707 relative_absolute_error 0.286624 relative_absolute_error 0.604027 relative_absolute_error 0.302013 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 0.377964 root_mean_squared_error 0.48795 root_mean_squared_error 0.308607 root_mean_squared_error 0.377964 root_mean_squared_error 0.48795 root_mean_squared_error 0.377964 root_mean_squared_error 0.547723 root_mean_squared_error 0.387298 root_relative_squared_error 0.76151 root_relative_squared_error 0.873704 root_relative_squared_error 0.75665 root_relative_squared_error 0.976831 root_relative_squared_error 0.617802 root_relative_squared_error 0.75665 root_relative_squared_error 0.976831 root_relative_squared_error 0.75665 root_relative_squared_error 1.100346 root_relative_squared_error 0.778062 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