330780 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 1131415 description https://api.openml.org/data/download/1131415/weka_generated_run3919099955993803430.xml -1 1131418 model_readable https://api.openml.org/data/download/1131418/WekaModel_weka.classifiers.trees.RandomForest4332123327114506227.model -1 1131417 model_serialized https://api.openml.org/data/download/1131417/WekaSerialized_weka.classifiers.trees.RandomForest1400923795901976540.model -1 1131416 predictions https://api.openml.org/data/download/1131416/weka_generated_predictions351473695486047326.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 [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] 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 940.334719 [562.2955000233699, 1014.1868590421574, 470.93940240073874, 905.506050870866, 1748.7457828491113] total_cost 0 usercpu_time_millis 510 usercpu_time_millis_testing 90 usercpu_time_millis_training 420 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 330 usercpu_time_millis_testing 30 usercpu_time_millis_training 300