319788 2 Joaquin Vanschoren 271 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 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 1088278 description https://api.openml.org/data/download/1088278/weka_generated_run1398122292583162995.xml -1 1088281 model_readable https://api.openml.org/data/download/1088281/WekaModel_weka.classifiers.trees.RandomForest2061167054036195866.model -1 1088280 model_serialized https://api.openml.org/data/download/1088280/WekaSerialized_weka.classifiers.trees.RandomForest5553090085916037947.model -1 1088279 predictions https://api.openml.org/data/download/1088279/weka_generated_predictions3800137617910659362.arff area_under_roc_curve 0.99519 [1,1,1,1,1,1,1,0.993387,1,1,1,1,0.991628,0.992821,0.982051,1,1,1,1] average_cost 0 f_measure 0.883668 [1,1,1,0.981818,1,1,1,0.875,1,1,1,0.923077,0.333333,0.861538,0.736842,1,1,0.666667,0.8] kappa 0.881511 kb_relative_information_score 186.917947 mean_absolute_error 0.028623 mean_prior_absolute_error 0.095831 number_of_instances 225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.904379 [1,1,1,0.964286,1,1,1,0.813953,1,1,1,1,1,0.8,0.777778,1,1,0.5,1] predictive_accuracy 0.893333 prior_entropy 3.857248 recall 0.893333 [1,1,1,1,1,1,1,0.945946,1,1,1,0.857143,0.2,0.933333,0.7,1,1,1,0.666667] relative_absolute_error 0.29868 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.096784 root_relative_squared_error 0.443028 scimark_benchmark 1326.894624 [791.0387808404206, 1000.4958509626932, 541.2004924557762, 1103.299696955527, 3198.4382982949937] total_cost 0 usercpu_time_millis 490 usercpu_time_millis_testing 80 usercpu_time_millis_training 410 area_under_roc_curve 0.99519 [1,1,1,1,1,1,1,0.993387,1,1,1,1,0.991628,0.992821,0.982051,1,1,1,1] average_cost 0 f_measure 0.883668 [1,1,1,0.981818,1,1,1,0.875,1,1,1,0.923077,0.333333,0.861538,0.736842,1,1,0.666667,0.8] kappa 0.881511 kb_relative_information_score 186.917947 mean_absolute_error 0.028623 mean_prior_absolute_error 0.095831 number_of_instances 225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3] precision 0.904379 [1,1,1,0.964286,1,1,1,0.813953,1,1,1,1,1,0.8,0.777778,1,1,0.5,1] predictive_accuracy 0.893333 prior_entropy 3.857248 recall 0.893333 [1,1,1,1,1,1,1,0.945946,1,1,1,0.857143,0.2,0.933333,0.7,1,1,1,0.666667] relative_absolute_error 0.29868 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.096784 root_relative_squared_error 0.443028 total_cost 0 usercpu_time_millis 440 usercpu_time_millis_testing 30 usercpu_time_millis_training 410