523293 64 Rafael Gomes Mantovani 2142 Supervised Classification predictive_accuracy 2593 classif.blackboost(4) 3497 family Binomial 2593 seed 1 2593 kind Mersenne-Twister 2593 normal.kind Inversion 2593 study_7 251 BNG(breast-w) https://www.openml.org/data/download/5600/BNG_breast-w.arff -1 1795974 description https://api.openml.org/data/download/1795974/file77e6349261b2 -1 1795975 predictions https://api.openml.org/data/download/1795975/file77e66bc4e21a area_under_roc_curve 0.985053 [0.985053,0.985053] average_cost 0 f_measure 0.985586 [0.988976,0.979125] kappa 0.968101 kb_relative_information_score 38052.241803 mean_absolute_error 0.014429 mean_prior_absolute_error 0.451395 number_of_instances 39366 [25820,13546] precision 0.98562 [0.991246,0.974898] predictive_accuracy 0.985571 prior_entropy 0.928699 recall 0.985571 [0.986716,0.98339] relative_absolute_error 0.031965 root_mean_prior_squared_error 0.475075 root_mean_squared_error 0.12012 root_relative_squared_error 0.252843 total_cost 0 usercpu_time_millis 285.585 usercpu_time_millis_testing 3.83800000000004 usercpu_time_millis_training 281.747 area_under_roc_curve 0.983398 [0.983398,0.983398] area_under_roc_curve 0.98753 [0.98753,0.98753] area_under_roc_curve 0.98266 [0.98266,0.98266] area_under_roc_curve 0.987179 [0.987179,0.987179] area_under_roc_curve 0.985915 [0.985915,0.985915] area_under_roc_curve 0.986211 [0.986211,0.986211] area_under_roc_curve 0.97991 [0.97991,0.97991] area_under_roc_curve 0.985994 [0.985994,0.985994] area_under_roc_curve 0.985661 [0.985661,0.985661] area_under_roc_curve 0.986066 [0.986066,0.986066] 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 0.983766 [0.987568,0.976522] f_measure 0.98757 [0.990484,0.982018] f_measure 0.983256 [0.987184,0.975771] f_measure 0.987566 [0.990491,0.981992] f_measure 0.987049 [0.990118,0.981202] f_measure 0.986303 [0.98951,0.980191] f_measure 0.981711 [0.986052,0.973432] f_measure 0.985797 [0.989114,0.979472] f_measure 0.986042 [0.989322,0.979787] f_measure 0.986798 [0.989915,0.980854] kappa 0.964091 kappa 0.972502 kappa 0.962956 kappa 0.972483 kappa 0.97132 kappa 0.969702 kappa 0.959484 kappa 0.968587 kappa 0.96911 kappa 0.970769 kb_relative_information_score 3789.237752 kb_relative_information_score 3823.92382 kb_relative_information_score 3784.612942 kb_relative_information_score 3823.92382 kb_relative_information_score 3819.299011 kb_relative_information_score 3812.361797 kb_relative_information_score 3769.081305 kb_relative_information_score 3806.079778 kb_relative_information_score 3808.392182 kb_relative_information_score 3815.329396 mean_absolute_error 0.016256 mean_absolute_error 0.012446 mean_absolute_error 0.016764 mean_absolute_error 0.012446 mean_absolute_error 0.012954 mean_absolute_error 0.013716 mean_absolute_error 0.018293 mean_absolute_error 0.014228 mean_absolute_error 0.013974 mean_absolute_error 0.013211 mean_prior_absolute_error 0.451416 mean_prior_absolute_error 0.451416 mean_prior_absolute_error 0.451416 mean_prior_absolute_error 0.451416 mean_prior_absolute_error 0.451416 mean_prior_absolute_error 0.451416 mean_prior_absolute_error 0.451364 mean_prior_absolute_error 0.451364 mean_prior_absolute_error 0.451364 mean_prior_absolute_error 0.451364 number_of_instances 3937 [2582,1355] number_of_instances 3937 [2582,1355] number_of_instances 3937 [2582,1355] number_of_instances 3937 [2582,1355] number_of_instances 3937 [2582,1355] number_of_instances 3937 [2582,1355] number_of_instances 3936 [2582,1354] number_of_instances 3936 [2582,1354] number_of_instances 3936 [2582,1354] number_of_instances 3936 [2582,1354] precision 0.983825 [0.990647,0.970824] precision 0.987618 [0.993377,0.976642] precision 0.983304 [0.989875,0.970782] precision 0.987595 [0.99261,0.978038] precision 0.987054 [0.990694,0.980118] precision 0.986358 [0.992595,0.974471] precision 0.981714 [0.986434,0.972714] precision 0.985877 [0.992974,0.972344] precision 0.986082 [0.991826,0.975128] precision 0.986816 [0.991453,0.977974] predictive_accuracy 0.983744 predictive_accuracy 0.987554 predictive_accuracy 0.983236 predictive_accuracy 0.987554 predictive_accuracy 0.987046 predictive_accuracy 0.986284 predictive_accuracy 0.981707 predictive_accuracy 0.985772 predictive_accuracy 0.986026 predictive_accuracy 0.986789 prior_entropy 0.928699 prior_entropy 0.928699 prior_entropy 0.928699 prior_entropy 0.928699 prior_entropy 0.928699 prior_entropy 0.928699 prior_entropy 0.928699 prior_entropy 0.928699 prior_entropy 0.928699 prior_entropy 0.928699 recall 0.983744 [0.984508,0.982288] recall 0.987554 [0.987607,0.987454] recall 0.983236 [0.984508,0.980812] recall 0.987554 [0.988381,0.985978] recall 0.987046 [0.989543,0.982288] recall 0.986284 [0.986445,0.985978] recall 0.981707 [0.98567,0.974151] recall 0.985772 [0.985283,0.986706] recall 0.986026 [0.986832,0.98449] recall 0.986789 [0.988381,0.983752] relative_absolute_error 0.036011 relative_absolute_error 0.027571 relative_absolute_error 0.037137 relative_absolute_error 0.027571 relative_absolute_error 0.028696 relative_absolute_error 0.030384 relative_absolute_error 0.040528 relative_absolute_error 0.031521 relative_absolute_error 0.030959 relative_absolute_error 0.02927 root_mean_prior_squared_error 0.475097 root_mean_prior_squared_error 0.475097 root_mean_prior_squared_error 0.475097 root_mean_prior_squared_error 0.475097 root_mean_prior_squared_error 0.475097 root_mean_prior_squared_error 0.475097 root_mean_prior_squared_error 0.475042 root_mean_prior_squared_error 0.475042 root_mean_prior_squared_error 0.475042 root_mean_prior_squared_error 0.475042 root_mean_squared_error 0.127499 root_mean_squared_error 0.111562 root_mean_squared_error 0.129476 root_mean_squared_error 0.111562 root_mean_squared_error 0.113816 root_mean_squared_error 0.117115 root_mean_squared_error 0.13525 root_mean_squared_error 0.11928 root_mean_squared_error 0.11821 root_mean_squared_error 0.114941 root_relative_squared_error 0.268364 root_relative_squared_error 0.234819 root_relative_squared_error 0.272525 root_relative_squared_error 0.234819 root_relative_squared_error 0.239563 root_relative_squared_error 0.246508 root_relative_squared_error 0.284712 root_relative_squared_error 0.251093 root_relative_squared_error 0.248841 root_relative_squared_error 0.241959 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