330762 2 Joaquin Vanschoren 49 Supervised Classification 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 study_1 weka weka_3.7.12 50 tic-tac-toe https://www.openml.org/data/download/50/dataset_50_tic-tac-toe.arff -1 1131343 description https://api.openml.org/data/download/1131343/weka_generated_run1070417452321677537.xml -1 1131346 model_readable https://api.openml.org/data/download/1131346/WekaModel_weka.classifiers.trees.RandomForest6968006957505611444.model -1 1131345 model_serialized https://api.openml.org/data/download/1131345/WekaSerialized_weka.classifiers.trees.RandomForest7280738072896280293.model -1 1131344 predictions https://api.openml.org/data/download/1131344/weka_generated_predictions8451111410378920417.arff area_under_roc_curve 0.997652 [0.997652,0.997652] average_cost 0 f_measure 0.971612 [0.95814,0.978757] kappa 0.936924 kb_relative_information_score 559.544694 mean_absolute_error 0.219631 mean_prior_absolute_error 0.453008 number_of_instances 958 [332,626] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.97227 [0.98722,0.964341] predictive_accuracy 0.971816 prior_entropy 0.931246 recall 0.971816 [0.930723,0.99361] relative_absolute_error 0.484829 root_mean_prior_squared_error 0.475873 root_mean_squared_error 0.259658 root_relative_squared_error 0.545645 scimark_benchmark 1322.006534 [791.0388663725514, 1009.4054944275033, 534.5988721466256, 1112.665560026635, 3162.3238791922336] total_cost 0 usercpu_time_millis 110 usercpu_time_millis_testing 30 usercpu_time_millis_training 80 area_under_roc_curve 0.992785 [0.992785,0.992785] area_under_roc_curve 0.999519 [0.999519,0.999519] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.994228 [0.994228,0.994228] area_under_roc_curve 0.997114 [0.997114,0.997114] area_under_roc_curve 0.995671 [0.995671,0.995671] area_under_roc_curve 0.999526 [0.999526,0.999526] area_under_roc_curve 0.998577 [0.998577,0.998577] area_under_roc_curve 0.99609 [0.99609,0.99609] area_under_roc_curve 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 0.95763 [0.935484,0.969231] f_measure 0.989544 [0.984615,0.992126] f_measure 1 [1,1] f_measure 0.968369 [0.952381,0.976744] f_measure 0.968633 [0.953846,0.976378] f_measure 0.947282 [0.920635,0.96124] f_measure 0.989547 [0.985075,0.992] f_measure 0.958033 [0.939394,0.968254] f_measure 0.935792 [0.903226,0.953125] f_measure 1 [1,1] kappa 0.904903 kappa 0.976744 kappa 1 kappa 0.929204 kappa 0.930233 kappa 0.882006 kappa 0.977077 kappa 0.907692 kappa 0.85664 kappa 1 kb_relative_information_score 53.982212 kb_relative_information_score 55.725015 kb_relative_information_score 59.368707 kb_relative_information_score 55.283141 kb_relative_information_score 58.293896 kb_relative_information_score 54.015619 kb_relative_information_score 57.709239 kb_relative_information_score 57.739957 kb_relative_information_score 52.986422 kb_relative_information_score 54.440486 mean_absolute_error 0.226236 mean_absolute_error 0.219716 mean_absolute_error 0.207789 mean_absolute_error 0.219902 mean_absolute_error 0.207056 mean_absolute_error 0.229176 mean_absolute_error 0.216889 mean_absolute_error 0.214524 mean_absolute_error 0.229089 mean_absolute_error 0.226103 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.455339 mean_prior_absolute_error 0.455339 mean_prior_absolute_error 0.453257 mean_prior_absolute_error 0.453257 number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [34,62] number_of_instances 96 [34,62] number_of_instances 95 [33,62] number_of_instances 95 [33,62] precision 0.960821 [1,0.940299] precision 0.989746 [1,0.984375] precision 1 [1,1] precision 0.97017 [1,0.954545] precision 0.96875 [0.96875,0.96875] precision 0.948769 [0.966667,0.939394] precision 0.989749 [1,0.984127] precision 0.958659 [0.96875,0.953125] precision 0.93858 [0.965517,0.924242] precision 1 [1,1] predictive_accuracy 0.958333 predictive_accuracy 0.989583 predictive_accuracy 1 predictive_accuracy 0.96875 predictive_accuracy 0.96875 predictive_accuracy 0.947917 predictive_accuracy 0.989583 predictive_accuracy 0.958333 predictive_accuracy 0.936842 predictive_accuracy 1 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 recall 0.958333 [0.878788,1] recall 0.989583 [0.969697,1] recall 1 [1,1] recall 0.96875 [0.909091,1] recall 0.96875 [0.939394,0.984127] recall 0.947917 [0.878788,0.984127] recall 0.989583 [0.970588,1] recall 0.958333 [0.911765,0.983871] recall 0.936842 [0.848485,0.983871] recall 1 [1,1] relative_absolute_error 0.500357 relative_absolute_error 0.485939 relative_absolute_error 0.459558 relative_absolute_error 0.486349 relative_absolute_error 0.457938 relative_absolute_error 0.506859 relative_absolute_error 0.476325 relative_absolute_error 0.47113 relative_absolute_error 0.50543 relative_absolute_error 0.498841 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.478316 root_mean_prior_squared_error 0.478316 root_mean_prior_squared_error 0.476134 root_mean_prior_squared_error 0.476134 root_mean_squared_error 0.272701 root_mean_squared_error 0.261851 root_mean_squared_error 0.233921 root_mean_squared_error 0.264404 root_mean_squared_error 0.249064 root_mean_squared_error 0.265491 root_mean_squared_error 0.254631 root_mean_squared_error 0.253806 root_mean_squared_error 0.275031 root_mean_squared_error 0.263346 root_relative_squared_error 0.574144 root_relative_squared_error 0.551302 root_relative_squared_error 0.492497 root_relative_squared_error 0.556676 root_relative_squared_error 0.52438 root_relative_squared_error 0.558964 root_relative_squared_error 0.532349 root_relative_squared_error 0.530624 root_relative_squared_error 0.577634 root_relative_squared_error 0.553092 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 usercpu_time_millis 250 usercpu_time_millis 90 usercpu_time_millis 90 usercpu_time_millis 90 usercpu_time_millis 90 usercpu_time_millis 90 usercpu_time_millis 80 usercpu_time_millis 90 usercpu_time_millis 90 usercpu_time_millis 80 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 250 usercpu_time_millis_training 90 usercpu_time_millis_training 90 usercpu_time_millis_training 80 usercpu_time_millis_training 90 usercpu_time_millis_training 90 usercpu_time_millis_training 80 usercpu_time_millis_training 80 usercpu_time_millis_training 80 usercpu_time_millis_training 70