558643 939 Martijn Post 3612 Supervised Classification predictive_accuracy 3475 weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_AdaBoostM1(1) 5785 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.GainRatioAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 100 -W weka.classifiers.trees.DecisionStump T -1.7976931348623157E308 2118 N -1 2118 P 100 3462 S 1 3462 I 100 3462 W weka.classifiers.trees.DecisionStump 3462 S weka.attributeSelection.Ranker 3475 W weka.classifiers.meta.AdaBoostM1 3475 weka weka_3.7.13 746 fri_c1_250_25 https://www.openml.org/data/download/53280/fri_c1_250_25.arff -1 1925083 description https://api.openml.org/data/download/1925083/weka_generated_run3093748091728589032.xml -1 1925085 model_readable https://api.openml.org/data/download/1925085/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier1616205172311567010.model -1 1925084 model_serialized https://api.openml.org/data/download/1925084/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6687902032187869026.model -1 1925086 predictions https://api.openml.org/data/download/1925086/weka_generated_predictions7173698499230493604.arff area_under_roc_curve 0.939089 [0.939089,0.939089] average_cost 0 f_measure 0.855403 [0.826923,0.876712] kappa 0.703811 kb_relative_information_score 165.967365 mean_absolute_error 0.16814 mean_prior_absolute_error 0.489714 number_of_instances 250 [107,143] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.855818 [0.851485,0.85906] predictive_accuracy 0.856 prior_entropy 0.985228 recall 0.856 [0.803738,0.895105] relative_absolute_error 0.343344 root_mean_prior_squared_error 0.494789 root_mean_squared_error 0.325732 root_relative_squared_error 0.658325 scimark_benchmark 1744.865206 [1052.9674971805453, 1396.3442135204984, 796.8398928435498, 1686.8983051584405, 3791.2761220334564] total_cost 0 usercpu_time_millis 156.25 usercpu_time_millis_testing 0 usercpu_time_millis_training 156.25 area_under_roc_curve 0.928571 [0.928571,0.928571] area_under_roc_curve 0.87013 [0.87013,0.87013] area_under_roc_curve 0.961039 [0.961039,0.961039] area_under_roc_curve 0.935065 [0.935065,0.935065] area_under_roc_curve 0.896104 [0.896104,0.896104] area_under_roc_curve 0.824675 [0.824675,0.824675] area_under_roc_curve 0.961039 [0.961039,0.961039] area_under_roc_curve 0.966667 [0.966667,0.966667] area_under_roc_curve 0.986667 [0.986667,0.986667] area_under_roc_curve 0.993333 [0.993333,0.993333] 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 0.84 [0.818182,0.857143] f_measure 0.837333 [0.8,0.866667] f_measure 0.92 [0.909091,0.928571] f_measure 0.876333 [0.842105,0.903226] f_measure 0.674667 [0.6,0.733333] f_measure 0.760769 [0.75,0.769231] f_measure 0.960129 [0.956522,0.962963] f_measure 0.880788 [0.857143,0.896552] f_measure 0.878778 [0.842105,0.903226] f_measure 0.918056 [0.888889,0.9375] kappa 0.675325 kappa 0.668874 kappa 0.837662 kappa 0.749164 kappa 0.337748 kappa 0.522293 kappa 0.919614 kappa 0.754098 kappa 0.745763 kappa 0.827586 kb_relative_information_score 15.418078 kb_relative_information_score 15.715178 kb_relative_information_score 20.121659 kb_relative_information_score 16.322216 kb_relative_information_score 11.833493 kb_relative_information_score 10.884651 kb_relative_information_score 19.310664 kb_relative_information_score 17.785458 kb_relative_information_score 19.054026 kb_relative_information_score 19.521941 mean_absolute_error 0.190822 mean_absolute_error 0.189708 mean_absolute_error 0.099517 mean_absolute_error 0.178488 mean_absolute_error 0.256011 mean_absolute_error 0.281266 mean_absolute_error 0.128841 mean_absolute_error 0.136234 mean_absolute_error 0.109335 mean_absolute_error 0.111182 mean_prior_absolute_error 0.491429 mean_prior_absolute_error 0.491429 mean_prior_absolute_error 0.491429 mean_prior_absolute_error 0.491429 mean_prior_absolute_error 0.491429 mean_prior_absolute_error 0.491429 mean_prior_absolute_error 0.491429 mean_prior_absolute_error 0.485714 mean_prior_absolute_error 0.485714 mean_prior_absolute_error 0.485714 number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [10,15] number_of_instances 25 [10,15] number_of_instances 25 [10,15] precision 0.84 [0.818182,0.857143] precision 0.846111 [0.888889,0.8125] precision 0.92 [0.909091,0.928571] precision 0.901176 [1,0.823529] precision 0.678333 [0.666667,0.6875] precision 0.771282 [0.692308,0.833333] precision 0.963333 [0.916667,1] precision 0.884416 [0.818182,0.928571] precision 0.880556 [0.888889,0.875] precision 0.929412 [1,0.882353] predictive_accuracy 0.84 predictive_accuracy 0.84 predictive_accuracy 0.92 predictive_accuracy 0.88 predictive_accuracy 0.68 predictive_accuracy 0.76 predictive_accuracy 0.96 predictive_accuracy 0.88 predictive_accuracy 0.88 predictive_accuracy 0.92 prior_entropy 0.985228 prior_entropy 0.985228 prior_entropy 0.985228 prior_entropy 0.985228 prior_entropy 0.985228 prior_entropy 0.985228 prior_entropy 0.985228 prior_entropy 0.985228 prior_entropy 0.985228 prior_entropy 0.985228 recall 0.84 [0.818182,0.857143] recall 0.84 [0.727273,0.928571] recall 0.92 [0.909091,0.928571] recall 0.88 [0.727273,1] recall 0.68 [0.545455,0.785714] recall 0.76 [0.818182,0.714286] recall 0.96 [1,0.928571] recall 0.88 [0.9,0.866667] recall 0.88 [0.8,0.933333] recall 0.92 [0.8,1] relative_absolute_error 0.3883 relative_absolute_error 0.386034 relative_absolute_error 0.202506 relative_absolute_error 0.363202 relative_absolute_error 0.520953 relative_absolute_error 0.572344 relative_absolute_error 0.262176 relative_absolute_error 0.280481 relative_absolute_error 0.225101 relative_absolute_error 0.228904 root_mean_prior_squared_error 0.496518 root_mean_prior_squared_error 0.496518 root_mean_prior_squared_error 0.496518 root_mean_prior_squared_error 0.496518 root_mean_prior_squared_error 0.496518 root_mean_prior_squared_error 0.496518 root_mean_prior_squared_error 0.496518 root_mean_prior_squared_error 0.49073 root_mean_prior_squared_error 0.49073 root_mean_prior_squared_error 0.49073 root_mean_squared_error 0.349349 root_mean_squared_error 0.370145 root_mean_squared_error 0.268747 root_mean_squared_error 0.314712 root_mean_squared_error 0.404287 root_mean_squared_error 0.464634 root_mean_squared_error 0.24309 root_mean_squared_error 0.291103 root_mean_squared_error 0.258436 root_mean_squared_error 0.201837 root_relative_squared_error 0.703598 root_relative_squared_error 0.745481 root_relative_squared_error 0.541262 root_relative_squared_error 0.633837 root_relative_squared_error 0.814244 root_relative_squared_error 0.935784 root_relative_squared_error 0.489589 root_relative_squared_error 0.593203 root_relative_squared_error 0.526636 root_relative_squared_error 0.411299 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 125 usercpu_time_millis 140.625 usercpu_time_millis 125 usercpu_time_millis 140.625 usercpu_time_millis 125 usercpu_time_millis 125 usercpu_time_millis 125 usercpu_time_millis 125 usercpu_time_millis 125 usercpu_time_millis 125 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 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_training 125 usercpu_time_millis_training 140.625 usercpu_time_millis_training 125 usercpu_time_millis_training 140.625 usercpu_time_millis_training 109.375 usercpu_time_millis_training 125 usercpu_time_millis_training 125 usercpu_time_millis_training 125 usercpu_time_millis_training 125 usercpu_time_millis_training 125