522742 64 Rafael Gomes Mantovani 43 Supervised Classification 2608 classif.xyf(4) 3511 seed 1 2608 kind Mersenne-Twister 2608 normal.kind Inversion 2608 study_7 44 spambase https://www.openml.org/data/download/44/dataset_44_spambase.arff -1 1794872 description https://api.openml.org/data/download/1794872/file24ac707e2b83 -1 1794873 predictions https://api.openml.org/data/download/1794873/file24ac72d8f3fb area_under_roc_curve 0.661822 [0.661822,0.661822] average_cost 0 f_measure 0.681875 [0.748044,0.580122] kappa 0.329201 kb_relative_information_score 1505.973885 mean_absolute_error 0.314932 mean_prior_absolute_error 0.477557 number_of_instances 4601 [2788,1813] precision 0.6807 [0.725953,0.611111] predictive_accuracy 0.685068 prior_entropy 0.967389 recall 0.685068 [0.771521,0.552124] relative_absolute_error 0.659464 root_mean_prior_squared_error 0.488645 root_mean_squared_error 0.561188 root_relative_squared_error 1.148458 total_cost 0 usercpu_time_millis 24.983 usercpu_time_millis_testing 0.256 usercpu_time_millis_training 24.727 area_under_roc_curve 0.63494 [0.63494,0.63494] area_under_roc_curve 0.676002 [0.676002,0.676002] area_under_roc_curve 0.643134 [0.643134,0.643134] area_under_roc_curve 0.639825 [0.639825,0.639825] area_under_roc_curve 0.707014 [0.707014,0.707014] area_under_roc_curve 0.683429 [0.683429,0.683429] area_under_roc_curve 0.640042 [0.640042,0.640042] area_under_roc_curve 0.686113 [0.686113,0.686113] area_under_roc_curve 0.641013 [0.641013,0.641013] area_under_roc_curve 0.666776 [0.666776,0.666776] 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 0.652235 [0.715302,0.555556] f_measure 0.694907 [0.757417,0.599424] f_measure 0.664739 [0.737931,0.552941] f_measure 0.665843 [0.75208,0.532915] f_measure 0.716553 [0.760512,0.648794] f_measure 0.709537 [0.786777,0.590476] f_measure 0.657821 [0.721137,0.560224] f_measure 0.705626 [0.767361,0.610465] f_measure 0.658182 [0.720143,0.562674] f_measure 0.688681 [0.758148,0.581602] kappa 0.270916 kappa 0.357774 kappa 0.292937 kappa 0.291825 kappa 0.409656 kappa 0.384389 kappa 0.28145 kappa 0.378842 kappa 0.282849 kappa 0.341844 kb_relative_information_score 119.467119 kb_relative_information_score 163.573407 kb_relative_information_score 135.806966 kb_relative_information_score 141.573113 kb_relative_information_score 180.018954 kb_relative_information_score 184.290714 kb_relative_information_score 124.486072 kb_relative_information_score 173.611314 kb_relative_information_score 124.486072 kb_relative_information_score 158.660154 mean_absolute_error 0.347072 mean_absolute_error 0.302174 mean_absolute_error 0.330435 mean_absolute_error 0.323913 mean_absolute_error 0.284783 mean_absolute_error 0.280435 mean_absolute_error 0.341304 mean_absolute_error 0.291304 mean_absolute_error 0.341304 mean_absolute_error 0.306522 mean_prior_absolute_error 0.477715 mean_prior_absolute_error 0.477897 mean_prior_absolute_error 0.477897 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 number_of_instances 461 [279,182] number_of_instances 460 [278,182] number_of_instances 460 [278,182] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] precision 0.65164 [0.710247,0.561798] precision 0.693935 [0.735593,0.630303] precision 0.663634 [0.708609,0.594937] precision 0.668055 [0.701863,0.615942] precision 0.718707 [0.776119,0.630208] precision 0.715884 [0.730061,0.69403] precision 0.657102 [0.714789,0.568182] precision 0.704785 [0.744108,0.644172] precision 0.657725 [0.716312,0.567416] precision 0.68811 [0.726974,0.628205] predictive_accuracy 0.652928 predictive_accuracy 0.697826 predictive_accuracy 0.669565 predictive_accuracy 0.676087 predictive_accuracy 0.715217 predictive_accuracy 0.719565 predictive_accuracy 0.658696 predictive_accuracy 0.708696 predictive_accuracy 0.658696 predictive_accuracy 0.693478 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 recall 0.652928 [0.72043,0.549451] recall 0.697826 [0.780576,0.571429] recall 0.669565 [0.769784,0.516484] recall 0.676087 [0.810036,0.469613] recall 0.715217 [0.74552,0.668508] recall 0.719565 [0.853047,0.513812] recall 0.658696 [0.727599,0.552486] recall 0.708696 [0.792115,0.58011] recall 0.658696 [0.724014,0.558011] recall 0.693478 [0.792115,0.541436] relative_absolute_error 0.726524 relative_absolute_error 0.632299 relative_absolute_error 0.691435 relative_absolute_error 0.678442 relative_absolute_error 0.596482 relative_absolute_error 0.587376 relative_absolute_error 0.714868 relative_absolute_error 0.610142 relative_absolute_error 0.714868 relative_absolute_error 0.642015 root_mean_prior_squared_error 0.488807 root_mean_prior_squared_error 0.488993 root_mean_prior_squared_error 0.488993 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_squared_error 0.589128 root_mean_squared_error 0.549703 root_mean_squared_error 0.574835 root_mean_squared_error 0.569134 root_mean_squared_error 0.53365 root_mean_squared_error 0.529561 root_mean_squared_error 0.584213 root_mean_squared_error 0.539726 root_mean_squared_error 0.584213 root_mean_squared_error 0.553644 root_relative_squared_error 1.205236 root_relative_squared_error 1.124155 root_relative_squared_error 1.175548 root_relative_squared_error 1.165012 root_relative_squared_error 1.092378 root_relative_squared_error 1.084007 root_relative_squared_error 1.195878 root_relative_squared_error 1.104815 root_relative_squared_error 1.195878 root_relative_squared_error 1.133305 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