8888112 710 William Raynaut 9934 Supervised Classification predictive_accuracy 8311 weka.kf.HoeffdingTree(1) 6835536 mDataExp Modelage study_107 1516 robot-failures-lp1 https://www.openml.org/data/download/1593708/phpVZNT9e -1 18692038 description https://api.openml.org/data/download/18692038/description1029082703692047581.xml -1 18692039 predictions https://api.openml.org/data/download/18692039/predictions4229130839540120061.arff area_under_roc_curve 0.964706 [0.963546,0.936632,0.97619,0.971405] average_cost 0 f_measure 0.95437 [0.941176,0.933333,0.97561,0.957746] kappa 0.936611 kb_relative_information_score 82.259812 mean_absolute_error 0.022759 mean_prior_absolute_error 0.362278 number_of_instances 88 [17,16,21,34] precision 0.95731 [0.941176,1,1,0.918919] predictive_accuracy 0.954545 prior_entropy 1.934672 recall 0.954545 [0.941176,0.875,0.952381,1] relative_absolute_error 0.062822 root_mean_prior_squared_error 0.425279 root_mean_squared_error 0.150756 root_relative_squared_error 0.354488 total_cost 0 area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.761905 [0.678571,0.75,0.75,0.833333] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.9 [1,0.75,1,0.9] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] 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 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.657407 [0.5,0.666667,0.666667,0.75] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.876543 [1,0.666667,1,0.888889] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] kappa 1 kappa 1 kappa 0.534483 kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.833333 kappa 1 kappa 1 kb_relative_information_score 8.708842 kb_relative_information_score 9.054873 kb_relative_information_score 5.186189 kb_relative_information_score 9.243371 kb_relative_information_score 9.247342 kb_relative_information_score 9.247342 kb_relative_information_score 9.247342 kb_relative_information_score 7.339938 kb_relative_information_score 7.492286 kb_relative_information_score 7.492286 mean_absolute_error 0 mean_absolute_error 0.000015 mean_absolute_error 0.166667 mean_absolute_error 0.000295 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.055556 mean_absolute_error 0 mean_absolute_error 0 mean_prior_absolute_error 0.356884 mean_prior_absolute_error 0.364734 mean_prior_absolute_error 0.367754 mean_prior_absolute_error 0.367754 mean_prior_absolute_error 0.367754 mean_prior_absolute_error 0.367754 mean_prior_absolute_error 0.367754 mean_prior_absolute_error 0.357488 mean_prior_absolute_error 0.351223 mean_prior_absolute_error 0.351223 number_of_instances 9 [2,1,2,4] number_of_instances 9 [2,1,3,3] number_of_instances 9 [2,2,2,3] number_of_instances 9 [2,2,2,3] number_of_instances 9 [2,2,2,3] number_of_instances 9 [2,2,2,3] number_of_instances 9 [2,2,2,3] number_of_instances 9 [1,2,2,4] number_of_instances 8 [1,1,2,4] number_of_instances 8 [1,1,2,4] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.755556 [0.5,1,1,0.6] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.911111 [1,1,1,0.8] precision 1 [1,1,1,1] precision 1 [1,1,1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.666667 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.888889 predictive_accuracy 1 predictive_accuracy 1 prior_entropy 1.934672 prior_entropy 1.934672 prior_entropy 1.934672 prior_entropy 1.934672 prior_entropy 1.934672 prior_entropy 1.934672 prior_entropy 1.934672 prior_entropy 1.934672 prior_entropy 1.934672 prior_entropy 1.934672 recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 0.666667 [0.5,0.5,0.5,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 0.888889 [1,0.5,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] relative_absolute_error 0 relative_absolute_error 0.000042 relative_absolute_error 0.453202 relative_absolute_error 0.000802 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.155405 relative_absolute_error 0 relative_absolute_error 0 root_mean_prior_squared_error 0.41889 root_mean_prior_squared_error 0.428158 root_mean_prior_squared_error 0.431669 root_mean_prior_squared_error 0.431669 root_mean_prior_squared_error 0.431669 root_mean_prior_squared_error 0.431669 root_mean_prior_squared_error 0.431669 root_mean_prior_squared_error 0.41961 root_mean_prior_squared_error 0.412077 root_mean_prior_squared_error 0.412077 root_mean_squared_error 0 root_mean_squared_error 0.000065 root_mean_squared_error 0.408248 root_mean_squared_error 0.001252 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.235702 root_mean_squared_error 0 root_mean_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.000151 root_relative_squared_error 0.945744 root_relative_squared_error 0.0029 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.561718 root_relative_squared_error 0 root_relative_squared_error 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 total_cost 0