159576 2 Joaquin Vanschoren 4001 Supervised Classification predictive_accuracy 471 weka.LogitBoost_DecisionStump(2) 961 weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump E 1 471 H 1.0 471 I 40 471 L -1.7976931348623157E308 471 O 1 471 P 100 471 S 1 471 W weka.classifiers.trees.DecisionStump 471 Z 3.0 471 weka weka_3.7.12-SNAPSHOT 1167 pc1_req https://www.openml.org/data/download/54056/phppZkQRw -1 520055 description https://api.openml.org/data/download/520055/weka_generated_run3455986979741884860.xml -1 520058 model_readable https://api.openml.org/data/download/520058/WekaModel_weka.classifiers.meta.LogitBoost8675843741557063650.model -1 520057 model_serialized https://api.openml.org/data/download/520057/WekaSerialized_weka.classifiers.meta.LogitBoost4478557956917332117.model -1 520056 predictions https://api.openml.org/data/download/520056/weka_generated_predictions917679819678343486.arff area_under_roc_curve 0.608069 [0.608069,0.608069] average_cost 0 f_measure 0.624333 [0.297297,0.788618] kappa 0.137511 kb_relative_information_score 20.917049 mean_absolute_error 0.408919 mean_prior_absolute_error 0.445477 number_of_instances 320 [107,213] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.642257 [0.536585,0.695341] predictive_accuracy 0.675 prior_entropy 0.920352 recall 0.675 [0.205607,0.910798] relative_absolute_error 0.917935 root_mean_prior_squared_error 0.471773 root_mean_squared_error 0.472285 root_relative_squared_error 1.001087 scimark_benchmark 924.611587 [558.8723522008845, 941.8157401795005, 475.94938121824873, 902.6997108813531, 1743.7207492169434] total_cost 0 usercpu_time_millis 20 usercpu_time_millis_testing 0 usercpu_time_millis_training 20 area_under_roc_curve 0.686364 [0.686364,0.686364] area_under_roc_curve 0.515909 [0.515909,0.515909] area_under_roc_curve 0.593182 [0.593182,0.593182] area_under_roc_curve 0.701299 [0.701299,0.701299] area_under_roc_curve 0.54329 [0.54329,0.54329] area_under_roc_curve 0.632035 [0.632035,0.632035] area_under_roc_curve 0.668831 [0.668831,0.668831] area_under_roc_curve 0.582251 [0.582251,0.582251] area_under_roc_curve 0.489177 [0.489177,0.489177] area_under_roc_curve 0.744589 [0.744589,0.744589] 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 0.661458 [0.375,0.791667] f_measure 0.587293 [0.153846,0.784314] f_measure 0.686224 [0.4,0.816327] f_measure 0.64621 [0.307692,0.823529] f_measure 0.575219 [0.315789,0.711111] f_measure 0.648438 [0.375,0.791667] f_measure 0.648438 [0.375,0.791667] f_measure 0.600595 [0.266667,0.77551] f_measure 0.56759 [0.153846,0.784314] f_measure 0.58734 [0.166667,0.807692] kappa 0.183673 kappa 0.011236 kappa 0.242105 kappa 0.225806 kappa 0.037037 kappa 0.20398 kappa 0.20398 kappa 0.102041 kappa 0.053763 kappa 0.116022 kb_relative_information_score 3.298892 kb_relative_information_score -0.095645 kb_relative_information_score 1.54534 kb_relative_information_score 4.492401 kb_relative_information_score -1.592522 kb_relative_information_score 2.831863 kb_relative_information_score 4.963458 kb_relative_information_score 1.876632 kb_relative_information_score 0.184605 kb_relative_information_score 3.412026 mean_absolute_error 0.383779 mean_absolute_error 0.42984 mean_absolute_error 0.40594 mean_absolute_error 0.393101 mean_absolute_error 0.454288 mean_absolute_error 0.405405 mean_absolute_error 0.367756 mean_absolute_error 0.411665 mean_absolute_error 0.433006 mean_absolute_error 0.404412 mean_prior_absolute_error 0.438276 mean_prior_absolute_error 0.438276 mean_prior_absolute_error 0.438276 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 number_of_instances 32 [10,22] number_of_instances 32 [10,22] number_of_instances 32 [10,22] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] precision 0.658654 [0.5,0.730769] precision 0.578305 [0.333333,0.689655] precision 0.696759 [0.6,0.740741] precision 0.803125 [1,0.7] precision 0.566406 [0.375,0.666667] precision 0.668056 [0.6,0.703704] precision 0.668056 [0.6,0.703704] precision 0.617188 [0.5,0.678571] precision 0.609375 [0.5,0.666667] precision 0.788306 [1,0.677419] predictive_accuracy 0.6875 predictive_accuracy 0.65625 predictive_accuracy 0.71875 predictive_accuracy 0.71875 predictive_accuracy 0.59375 predictive_accuracy 0.6875 predictive_accuracy 0.6875 predictive_accuracy 0.65625 predictive_accuracy 0.65625 predictive_accuracy 0.6875 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 recall 0.6875 [0.3,0.863636] recall 0.65625 [0.1,0.909091] recall 0.71875 [0.3,0.909091] recall 0.71875 [0.181818,1] recall 0.59375 [0.272727,0.761905] recall 0.6875 [0.272727,0.904762] recall 0.6875 [0.272727,0.904762] recall 0.65625 [0.181818,0.904762] recall 0.65625 [0.090909,0.952381] recall 0.6875 [0.090909,1] relative_absolute_error 0.875656 relative_absolute_error 0.980752 relative_absolute_error 0.926218 relative_absolute_error 0.876356 relative_absolute_error 1.012762 relative_absolute_error 0.903784 relative_absolute_error 0.819852 relative_absolute_error 0.91774 relative_absolute_error 0.965317 relative_absolute_error 0.901571 root_mean_prior_squared_error 0.464078 root_mean_prior_squared_error 0.464078 root_mean_prior_squared_error 0.464078 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_squared_error 0.439088 root_mean_squared_error 0.503334 root_mean_squared_error 0.477997 root_mean_squared_error 0.4521 root_mean_squared_error 0.525553 root_mean_squared_error 0.462595 root_mean_squared_error 0.431277 root_mean_squared_error 0.485728 root_mean_squared_error 0.491031 root_mean_squared_error 0.445276 root_relative_squared_error 0.946152 root_relative_squared_error 1.08459 root_relative_squared_error 1.029994 root_relative_squared_error 0.951726 root_relative_squared_error 1.106353 root_relative_squared_error 0.973819 root_relative_squared_error 0.907891 root_relative_squared_error 1.022516 root_relative_squared_error 1.033679 root_relative_squared_error 0.93736 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 20 usercpu_time_millis 20 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 10 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 20 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 10