572076 64 Rafael Gomes Mantovani 14967 Supervised Classification 3670 classif.randomForestSRCSyn(2) 6168 openml.seed 1 3670 openml.kind Mersenne-Twister 3670 openml.normal.kind Inversion 3670 defaults mlr 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 1973662 description https://api.openml.org/data/download/1973662/file49f81fe14e3.xml -1 1973663 predictions https://api.openml.org/data/download/1973663/file49f85beab643.arff area_under_roc_curve 0.996359 [0.999132,0.990388,0.996849,0.998365,0.996955,0.992106] average_cost 0 f_measure 0.993916 [0.999131,0.985294,0.994857,0.996094,0.993969,0.987203] kappa 0.992572 kb_relative_information_score 2775.065555 mean_absolute_error 0.002027 mean_prior_absolute_error 0.27288 number_of_instances 2796 [576,341,680,511,414,274] precision 0.993916 [1,0.988201,0.994126,0.994152,0.992771,0.989011] predictive_accuracy 0.99392 prior_entropy 2.520663 recall 0.99392 [0.998264,0.982405,0.995588,0.998043,0.995169,0.985401] relative_absolute_error 0.007427 root_mean_prior_squared_error 0.369371 root_mean_squared_error 0.045019 root_relative_squared_error 0.12188 total_cost 0 usercpu_time_millis 30347.157 usercpu_time_millis_testing 30347.129 usercpu_time_millis_training 0.0280000000041838 area_under_roc_curve 0.993692 [1,0.983262,0.992647,0.997817,0.997908,0.982143] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 0.995983 [1,0.997967,1,1,0.97561,0.998016] area_under_roc_curve 0.997908 [1,0.985294,1,1,0.997908,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 0.995633 [1,0.985714,0.992647,0.995633,1,1] area_under_roc_curve 0.99763 [1,1,0.99763,0.990196,1,1] area_under_roc_curve 0.991552 [1,0.955882,0.990277,1,0.99789,0.996032] area_under_roc_curve 0.995261 [0.991228,1,0.995261,1,1,0.981481] area_under_roc_curve 0.995918 [1,0.995918,1,1,1,0.962963] 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 0.989279 [1,0.970588,0.992593,0.990291,0.987952,0.981818] f_measure 1 [1,1,1,1,1,1] f_measure 0.992825 [1,0.985507,1,1,0.975,0.982456] f_measure 0.996423 [1,0.985075,1,1,0.987952,1] f_measure 1 [1,1,1,1,1,1] f_measure 0.992887 [1,0.985507,0.992593,0.980769,1,1] f_measure 0.996411 [1,1,0.992701,0.990099,1,1] f_measure 0.985564 [1,0.953846,0.985294,1,0.988235,0.964286] f_measure 0.992834 [0.99115,1,0.985507,1,1,0.981132] f_measure 0.992796 [1,0.971429,1,1,1,0.961538] kappa 0.986915 kappa 1 kappa 0.991279 kappa 0.995637 kappa 1 kappa 0.991274 kappa 0.99562 kappa 0.982487 kappa 0.991236 kappa 0.991241 kb_relative_information_score 276.437804 kb_relative_information_score 280.072805 kb_relative_information_score 277.703166 kb_relative_information_score 278.794496 kb_relative_information_score 279.717061 kb_relative_information_score 277.700734 kb_relative_information_score 277.844486 kb_relative_information_score 274.128934 kb_relative_information_score 276.508687 kb_relative_information_score 276.157383 mean_absolute_error 0.003571 mean_absolute_error 0 mean_absolute_error 0.002381 mean_absolute_error 0.00119 mean_absolute_error 0 mean_absolute_error 0.002381 mean_absolute_error 0.001195 mean_absolute_error 0.004779 mean_absolute_error 0.002389 mean_absolute_error 0.002389 mean_prior_absolute_error 0.272905 mean_prior_absolute_error 0.272905 mean_prior_absolute_error 0.272905 mean_prior_absolute_error 0.272905 mean_prior_absolute_error 0.272804 mean_prior_absolute_error 0.272877 mean_prior_absolute_error 0.272875 mean_prior_absolute_error 0.272875 mean_prior_absolute_error 0.272875 mean_prior_absolute_error 0.272875 number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,52,41,27] number_of_instances 280 [58,35,68,51,41,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] precision 0.989439 [1,0.970588,1,0.980769,0.97619,1] precision 1 [1,1,1,1,1,1] precision 0.993082 [1,0.971429,1,1,1,0.965517] precision 0.996514 [1,1,1,1,0.97619,1] precision 1 [1,1,1,1,1,1] precision 0.993127 [1,1,1,0.962264,1,1] precision 0.996468 [1,1,0.985507,1,1,1] precision 0.986241 [1,1,0.985294,1,0.976744,0.931034] precision 0.993036 [1,1,0.971429,1,1,1] precision 0.99323 [1,0.944444,1,1,1,1] predictive_accuracy 0.989286 predictive_accuracy 1 predictive_accuracy 0.992857 predictive_accuracy 0.996429 predictive_accuracy 1 predictive_accuracy 0.992857 predictive_accuracy 0.996416 predictive_accuracy 0.985663 predictive_accuracy 0.992832 predictive_accuracy 0.992832 prior_entropy 2.520663 prior_entropy 2.520663 prior_entropy 2.520663 prior_entropy 2.520663 prior_entropy 2.520663 prior_entropy 2.520663 prior_entropy 2.520663 prior_entropy 2.520663 prior_entropy 2.520663 prior_entropy 2.520663 recall 0.989286 [1,0.970588,0.985294,1,1,0.964286] recall 1 [1,1,1,1,1,1] recall 0.992857 [1,1,1,1,0.95122,1] recall 0.996429 [1,0.970588,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 0.992857 [1,0.971429,0.985294,1,1,1] recall 0.996416 [1,1,1,0.980392,1,1] recall 0.985663 [1,0.911765,0.985294,1,1,1] recall 0.992832 [0.982456,1,1,1,1,0.962963] recall 0.992832 [1,1,1,1,1,0.925926] relative_absolute_error 0.013087 relative_absolute_error 0 relative_absolute_error 0.008724 relative_absolute_error 0.004362 relative_absolute_error 0 relative_absolute_error 0.008725 relative_absolute_error 0.004378 relative_absolute_error 0.017513 relative_absolute_error 0.008757 relative_absolute_error 0.008757 root_mean_prior_squared_error 0.369405 root_mean_prior_squared_error 0.369405 root_mean_prior_squared_error 0.369405 root_mean_prior_squared_error 0.369405 root_mean_prior_squared_error 0.369268 root_mean_prior_squared_error 0.369366 root_mean_prior_squared_error 0.369364 root_mean_prior_squared_error 0.369364 root_mean_prior_squared_error 0.369364 root_mean_prior_squared_error 0.369364 root_mean_squared_error 0.059761 root_mean_squared_error 0 root_mean_squared_error 0.048795 root_mean_squared_error 0.034503 root_mean_squared_error 0 root_mean_squared_error 0.048795 root_mean_squared_error 0.034565 root_mean_squared_error 0.06913 root_mean_squared_error 0.048882 root_mean_squared_error 0.048882 root_relative_squared_error 0.161778 root_relative_squared_error 0 root_relative_squared_error 0.132091 root_relative_squared_error 0.093402 root_relative_squared_error 0 root_relative_squared_error 0.132105 root_relative_squared_error 0.09358 root_relative_squared_error 0.18716 root_relative_squared_error 0.132342 root_relative_squared_error 0.132342 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