319780 2 Joaquin Vanschoren 265 Supervised Classification predictive_accuracy 1079 weka.RandomForest(5) 1849 weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1 I 100 1079 K 0 1079 S 1 1079 num-slots 1 1079 weka weka_3.7.12 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 1088246 description https://api.openml.org/data/download/1088246/weka_generated_run3583295337603156786.xml -1 1088249 model_readable https://api.openml.org/data/download/1088249/WekaModel_weka.classifiers.trees.RandomForest1250813673627219125.model -1 1088248 model_serialized https://api.openml.org/data/download/1088248/WekaSerialized_weka.classifiers.trees.RandomForest6163093315891532805.model -1 1088247 predictions https://api.openml.org/data/download/1088247/weka_generated_predictions4211536403144122466.arff area_under_roc_curve 0.998616 [1,0.9945,1,0.995687,1,1] average_cost 0 f_measure 0.966484 [0.987013,0.923077,1,0.888889,1,0.909091] kappa 0.95775 kb_relative_information_score 103.403582 mean_absolute_error 0.054721 mean_prior_absolute_error 0.265315 number_of_instances 120 [38,20,26,13,17,6] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic] precision 0.967632 [0.974359,0.947368,1,0.857143,1,1] predictive_accuracy 0.966667 prior_entropy 2.437791 recall 0.966667 [1,0.9,1,0.923077,1,0.833333] relative_absolute_error 0.20625 root_mean_prior_squared_error 0.363318 root_mean_squared_error 0.123634 root_relative_squared_error 0.340291 scimark_benchmark 1322.725729 [811.2746802934033, 1016.3264661877167, 540.1115719022386, 1119.79492109985, 3126.121006824248] total_cost 0 usercpu_time_millis 40 usercpu_time_millis_testing 0 usercpu_time_millis_training 40 area_under_roc_curve 0.998616 [1,0.9945,1,0.995687,1,1] average_cost 0 f_measure 0.966484 [0.987013,0.923077,1,0.888889,1,0.909091] kappa 0.95775 kb_relative_information_score 103.403582 mean_absolute_error 0.054721 mean_prior_absolute_error 0.265315 number_of_instances 120 [38,20,26,13,17,6] precision 0.967632 [0.974359,0.947368,1,0.857143,1,1] predictive_accuracy 0.966667 prior_entropy 2.437791 recall 0.966667 [1,0.9,1,0.923077,1,0.833333] relative_absolute_error 0.20625 root_mean_prior_squared_error 0.363318 root_mean_squared_error 0.123634 root_relative_squared_error 0.340291 total_cost 0 usercpu_time_millis 30 usercpu_time_millis_testing 0 usercpu_time_millis_training 30