482182 64 Rafael Gomes Mantovani 3784 Supervised Classification predictive_accuracy 1821 classif.boosting(2) 2420 xval 0 1821 seed 1 1821 kind Mersenne-Twister 1821 normal.kind Inversion 1821 921 analcatdata_seropositive https://www.openml.org/data/download/53455/analcatdata_seropositive.arff -1 1693946 description https://api.openml.org/data/download/1693946/file59ef27b181d6 -1 1693947 predictions https://api.openml.org/data/download/1693947/file59ef7b766c4f area_under_roc_curve 0.975228 [0.975228,0.975228] average_cost 0 f_measure 0.962214 [0.97076,0.946237] kappa 0.917002 kb_relative_information_score 96.606047 mean_absolute_error 0.143466 mean_prior_absolute_error 0.454772 number_of_instances 132 [86,46] precision 0.962427 [0.976471,0.93617] predictive_accuracy 0.962121 prior_entropy 0.934733 recall 0.962121 [0.965116,0.956522] relative_absolute_error 0.315468 root_mean_prior_squared_error 0.476496 root_mean_squared_error 0.209793 root_relative_squared_error 0.440283 total_cost 0 area_under_roc_curve 0.977778 [0.977778,0.977778] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.975 [0.975,0.975] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.888889 [0.888889,0.888889] area_under_roc_curve 1 [1,1] 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 0.860119 [0.875,0.833333] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.921066 [0.941176,0.888889] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.846154 [0.888889,0.75] f_measure 1 [1,1] kappa 0.714286 kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.831169 kappa 1 kappa 1 kappa 0.638889 kappa 1 kb_relative_information_score 8.323037 kb_relative_information_score 11.088151 kb_relative_information_score 11.683294 kb_relative_information_score 9.716365 kb_relative_information_score 11.207103 kb_relative_information_score 8.71646 kb_relative_information_score 9.035115 kb_relative_information_score 9.720819 kb_relative_information_score 7.063923 kb_relative_information_score 10.051779 mean_absolute_error 0.198677 mean_absolute_error 0.128169 mean_absolute_error 0.082209 mean_absolute_error 0.154577 mean_absolute_error 0.10278 mean_absolute_error 0.183393 mean_absolute_error 0.1508 mean_absolute_error 0.126438 mean_absolute_error 0.192733 mean_absolute_error 0.111814 mean_prior_absolute_error 0.457356 mean_prior_absolute_error 0.457356 mean_prior_absolute_error 0.465557 mean_prior_absolute_error 0.465557 mean_prior_absolute_error 0.465557 mean_prior_absolute_error 0.465557 mean_prior_absolute_error 0.442595 mean_prior_absolute_error 0.442595 mean_prior_absolute_error 0.442595 mean_prior_absolute_error 0.442595 number_of_instances 14 [9,5] number_of_instances 14 [9,5] number_of_instances 13 [8,5] number_of_instances 13 [8,5] number_of_instances 13 [8,5] number_of_instances 13 [8,5] number_of_instances 13 [9,4] number_of_instances 13 [9,4] number_of_instances 13 [9,4] number_of_instances 13 [9,4] precision 0.897959 [1,0.714286] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 0.931624 [0.888889,1] precision 1 [1,1] precision 1 [1,1] precision 0.846154 [0.888889,0.75] precision 1 [1,1] predictive_accuracy 0.857143 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.923077 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.846154 predictive_accuracy 1 prior_entropy 0.934733 prior_entropy 0.934733 prior_entropy 0.934733 prior_entropy 0.934733 prior_entropy 0.934733 prior_entropy 0.934733 prior_entropy 0.934733 prior_entropy 0.934733 prior_entropy 0.934733 prior_entropy 0.934733 recall 0.857143 [0.777778,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 0.923077 [1,0.8] recall 1 [1,1] recall 1 [1,1] recall 0.846154 [0.888889,0.75] recall 1 [1,1] relative_absolute_error 0.434404 relative_absolute_error 0.280239 relative_absolute_error 0.176582 relative_absolute_error 0.332025 relative_absolute_error 0.220768 relative_absolute_error 0.393922 relative_absolute_error 0.340718 relative_absolute_error 0.285674 relative_absolute_error 0.435462 relative_absolute_error 0.252632 root_mean_prior_squared_error 0.4792 root_mean_prior_squared_error 0.4792 root_mean_prior_squared_error 0.487682 root_mean_prior_squared_error 0.487682 root_mean_prior_squared_error 0.487682 root_mean_prior_squared_error 0.487682 root_mean_prior_squared_error 0.463542 root_mean_prior_squared_error 0.463542 root_mean_prior_squared_error 0.463542 root_mean_prior_squared_error 0.463542 root_mean_squared_error 0.287158 root_mean_squared_error 0.136847 root_mean_squared_error 0.088976 root_mean_squared_error 0.19213 root_mean_squared_error 0.115183 root_mean_squared_error 0.265715 root_mean_squared_error 0.180664 root_mean_squared_error 0.136418 root_mean_squared_error 0.377639 root_mean_squared_error 0.123975 root_relative_squared_error 0.599244 root_relative_squared_error 0.285574 root_relative_squared_error 0.182446 root_relative_squared_error 0.393967 root_relative_squared_error 0.236186 root_relative_squared_error 0.544853 root_relative_squared_error 0.389747 root_relative_squared_error 0.294294 root_relative_squared_error 0.814681 root_relative_squared_error 0.267451 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