1665034 1 Jan van Rijn 10101 Supervised Classification 2245 weka.SPegasos(6) 2883 weka.classifiers.functions.SPegasos -- -F 0 -L 1.0E-4 -E 500 F 0 2245 L 1.0E-4 2245 E 500 2245 weka weka_3.7.13 1464 blood-transfusion-service-center https://www.openml.org/data/download/1586225/php0iVrYT -1 4226710 description https://api.openml.org/data/download/4226710/weka_generated_run2862040101163342499.xml -1 4226713 model_readable https://api.openml.org/data/download/4226713/WekaModel_weka.classifiers.functions.SPegasos2196003230735616021.model -1 4226712 model_serialized https://api.openml.org/data/download/4226712/WekaSerialized_weka.classifiers.functions.SPegasos6744650596759237954.model -1 4226711 predictions https://api.openml.org/data/download/4226711/weka_generated_predictions837676324075851178.arff area_under_roc_curve 0.512291 [0.512291,0.512291] average_cost 0 f_measure 0.673175 [0.866514,0.054054] kappa 0.036707 kb_relative_information_score 203.822505 mean_absolute_error 0.233957 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.754099 [0.766532,0.714286] predictive_accuracy 0.766043 prior_entropy 0.792816 recall 0.766043 [0.996491,0.02809] relative_absolute_error 0.644431 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.483691 root_relative_squared_error 1.135852 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.491228 [0.491228,0.491228] area_under_roc_curve 0.491228 [0.491228,0.491228] area_under_roc_curve 0.555556 [0.555556,0.555556] area_under_roc_curve 0.527778 [0.527778,0.527778] area_under_roc_curve 0.527778 [0.527778,0.527778] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.529412 [0.529412,0.529412] area_under_roc_curve 0.5 [0.5,0.5] 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 0.656364 [0.863636,0] f_measure 0.656364 [0.863636,0] f_measure 0.649771 [0.854962,0] f_measure 0.649771 [0.854962,0] f_measure 0.714462 [0.876923,0.2] f_measure 0.686637 [0.870229,0.105263] f_measure 0.686637 [0.870229,0.105263] f_measure 0.656364 [0.863636,0] f_measure 0.700993 [0.876923,0.111111] f_measure 0.670312 [0.870229,0] kappa 0 kappa 0 kappa -0.025918 kappa -0.025918 kappa 0.159664 kappa 0.082073 kappa 0.082073 kappa 0 kappa 0.087827 kappa 0 kb_relative_information_score 19.352025 kb_relative_information_score 19.352025 kb_relative_information_score 16.248744 kb_relative_information_score 16.248744 kb_relative_information_score 25.558587 kb_relative_information_score 22.455306 kb_relative_information_score 22.455306 kb_relative_information_score 19.352025 kb_relative_information_score 22.951512 kb_relative_information_score 19.848231 mean_absolute_error 0.24 mean_absolute_error 0.24 mean_absolute_error 0.253333 mean_absolute_error 0.253333 mean_absolute_error 0.213333 mean_absolute_error 0.226667 mean_absolute_error 0.226667 mean_absolute_error 0.24 mean_absolute_error 0.216216 mean_absolute_error 0.22973 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.358739 mean_prior_absolute_error 0.358739 number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 74 [57,17] number_of_instances 74 [57,17] precision 0.5776 [0.76,0] precision 0.5776 [0.76,0] precision 0.575135 [0.756757,0] precision 0.575135 [0.756757,0] precision 0.833425 [0.780822,1] precision 0.825405 [0.77027,1] precision 0.825405 [0.77027,1] precision 0.5776 [0.76,0] precision 0.831174 [0.780822,1] precision 0.593316 [0.77027,0] predictive_accuracy 0.76 predictive_accuracy 0.76 predictive_accuracy 0.746667 predictive_accuracy 0.746667 predictive_accuracy 0.786667 predictive_accuracy 0.773333 predictive_accuracy 0.773333 predictive_accuracy 0.76 predictive_accuracy 0.783784 predictive_accuracy 0.77027 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 recall 0.76 [1,0] recall 0.76 [1,0] recall 0.746667 [0.982456,0] recall 0.746667 [0.982456,0] recall 0.786667 [1,0.111111] recall 0.773333 [1,0.055556] recall 0.773333 [1,0.055556] recall 0.76 [1,0] recall 0.783784 [1,0.058824] recall 0.77027 [1,0] relative_absolute_error 0.659148 relative_absolute_error 0.659148 relative_absolute_error 0.695767 relative_absolute_error 0.695767 relative_absolute_error 0.585909 relative_absolute_error 0.622528 relative_absolute_error 0.622528 relative_absolute_error 0.659148 relative_absolute_error 0.602712 relative_absolute_error 0.640382 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.420754 root_mean_prior_squared_error 0.420754 root_mean_squared_error 0.489898 root_mean_squared_error 0.489898 root_mean_squared_error 0.503322 root_mean_squared_error 0.503322 root_mean_squared_error 0.46188 root_mean_squared_error 0.476095 root_mean_squared_error 0.476095 root_mean_squared_error 0.489898 root_mean_squared_error 0.464991 root_mean_squared_error 0.479301 root_relative_squared_error 1.147073 root_relative_squared_error 1.147073 root_relative_squared_error 1.178506 root_relative_squared_error 1.178506 root_relative_squared_error 1.081471 root_relative_squared_error 1.114755 root_relative_squared_error 1.114755 root_relative_squared_error 1.147073 root_relative_squared_error 1.105137 root_relative_squared_error 1.139149 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