2040436 2742 Wouter Nuijten 145682 Supervised Classification area_under_roc_curve 6138 weka.FilteredClassifier_FilteredClassifier_FilteredClassifier_RandomForest(1) 181159 weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.unsupervised.attribute.PrincipalComponents -R 0.95 -A 5 -M 15" -W weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.unsupervised.attribute.InterquartileRange -R first-last -O 3.0 -E 6.0" -W weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.unsupervised.instance.RemoveWithValues -S 0.0 -C 16 -L 2 -M" -W weka.classifiers.trees.RandomForest -- -P 100 -I 1000 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 5 P 100 5923 I 1000 5923 num-slots 1 5923 K 0 5923 M 1.0 5923 V 0.001 5923 S 5 5923 F weka.filters.unsupervised.instance.RemoveWithValues -S 0.0 -C 16 -L 2 -M 6105 W weka.classifiers.trees.RandomForest 6105 F weka.filters.unsupervised.attribute.InterquartileRange -R first-last -O 3.0 -E 6.0 6124 W weka.classifiers.meta.FilteredClassifier 6124 F weka.filters.unsupervised.attribute.PrincipalComponents -R 0.95 -A 5 -M 15 6138 W weka.classifiers.meta.FilteredClassifier 6138 weka weka_3.8.1 313 spectrometer https://www.openml.org/data/download/52217/phpHNcI2h -1 5030701 description https://api.openml.org/data/download/5030701/weka_generated_run1556673692066512997.xml -1 5030703 model_readable https://api.openml.org/data/download/5030703/WekaModel_weka.classifiers.meta.FilteredClassifier4893684513065829273.model -1 5030702 model_serialized https://api.openml.org/data/download/5030702/WekaSerialized_weka.classifiers.meta.FilteredClassifier4876119598544709003.model -1 5030704 predictions https://api.openml.org/data/download/5030704/weka_generated_predictions916086797690225875.arff area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] average_cost 0 f_measure 0.000063 [0.011236,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] kappa 0 kb_relative_information_score -3.490964 mean_absolute_error 0.041431 mean_prior_absolute_error 0.039641 number_of_instances 531 [3,1,7,1,2,3,10,24,13,12,26,15,27,31,19,19,30,35,42,55,9,10,4,4,3,1,1,3,3,8,45,20,18,5,1,2,1,1,1,3,3,2,1,1,3,1,1,1] precision 0.000032 [0.00565,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] predictive_accuracy 0.00565 prior_entropy 4.846691 recall 0.00565 [1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] relative_absolute_error 1.045151 root_mean_prior_squared_error 0.140616 root_mean_squared_error 0.203547 root_relative_squared_error 1.447541 total_cost 0 area_under_roc_curve 0.5 [0.0,0.0,0.5,0.0,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.5,0.0,0.0,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.0,0.5,0.0,0.0,0.0,0.5,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5] area_under_roc_curve 0.5 [0.0,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.5,0.0,0.5,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0] area_under_roc_curve 0.5 [0.0,0.0,0.5,0.0,0.5,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.5,0.0,0.0,0.0,0.5,0.0,0.5,0.5,0.5,0.5,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0] area_under_roc_curve 0.5 [0.0,0.0,0.5,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.0,0.0,0.5,0.0,0.5,0.5,0.5,0.5,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0] area_under_roc_curve 0.5 [0.0,0.5,0.5,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.0,0.0,0.0,0.5,0.0,0.5,0.5,0.5,0.5,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.5,0.0,0.0,0.0,0.5,0.0,0.0,0.0] area_under_roc_curve 0.5 [0.0,0.0,0.5,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.0,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5,0.0,0.0,0.0] area_under_roc_curve 0.5 [0.0,0.0,0.5,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.5,0.5,0.0,0.0,0.0,0.0,0.0,0.5,0.0,0.5,0.5,0.5,0.5,0.0,0.5,0.0,0.0,0.0,0.0,0.0,0.5,0.0,0.0,0.5,0.0,0.0,0.0] area_under_roc_curve 0.5 [0.5,0.0,0.0,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.0,0.5,0.0,0.0,0.0,0.5,0.0,0.5,0.5,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5,0.5,0.0,0.0,0.0,0.5,0.0] area_under_roc_curve 0.5 [0.5,0.0,0.0,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.0,0.5,0.0,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.0,0.0,0.0,0.5,0.0,0.0,0.5,0.0,0.0,0.0,0.5,0.0,0.5,0.0,0.0] area_under_roc_curve 0.5 [0.5,0.0,0.0,0.0,0.0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.0,0.0,0.5,0.0,0.5,0.0,0.0,0.5,0.5,0.5,0.5,0.0,0.0,0.0,0.0,0.5,0.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0] 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 average_cost 0 f_measure 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.000699 [0.037037,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.000699 [0.037037,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.000699 [0.037037,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -0.791443 kb_relative_information_score -0.77947 kb_relative_information_score -0.793745 kb_relative_information_score -0.797987 kb_relative_information_score -0.780566 kb_relative_information_score -0.791073 kb_relative_information_score -0.807411 kb_relative_information_score 0.668765 kb_relative_information_score 0.685246 kb_relative_information_score 0.696719 mean_absolute_error 0.041667 mean_absolute_error 0.041667 mean_absolute_error 0.041667 mean_absolute_error 0.041667 mean_absolute_error 0.041667 mean_absolute_error 0.041667 mean_absolute_error 0.041667 mean_absolute_error 0.040881 mean_absolute_error 0.040881 mean_absolute_error 0.040881 mean_prior_absolute_error 0.039681 mean_prior_absolute_error 0.039673 mean_prior_absolute_error 0.039638 mean_prior_absolute_error 0.039627 mean_prior_absolute_error 0.039672 mean_prior_absolute_error 0.039645 mean_prior_absolute_error 0.039604 mean_prior_absolute_error 0.039587 mean_prior_absolute_error 0.039629 mean_prior_absolute_error 0.039657 number_of_instances 54 [0,0,1,0,0,1,1,2,1,1,2,2,3,3,2,2,3,4,4,5,1,1,0,1,0,0,0,0,0,1,5,2,2,0,1,0,0,0,1,1,0,0,0,0,0,0,0,1] number_of_instances 53 [0,0,1,1,1,1,1,2,1,1,3,2,3,3,2,2,3,4,4,5,1,1,0,1,0,1,0,0,0,1,4,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] number_of_instances 53 [0,0,1,0,1,0,1,2,1,1,3,2,3,3,2,2,3,3,4,6,1,1,0,1,0,0,0,1,0,1,4,2,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0] number_of_instances 53 [0,0,1,0,0,0,1,3,1,1,3,2,3,3,2,2,3,3,4,6,1,1,1,1,0,0,0,1,0,1,4,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0] number_of_instances 53 [0,1,1,0,0,0,1,3,2,1,3,2,2,3,2,1,3,3,4,6,1,1,1,0,0,0,0,1,0,1,4,2,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0] number_of_instances 53 [0,0,1,0,0,0,1,3,2,1,3,1,2,3,2,2,3,3,4,6,1,1,1,0,0,0,0,0,1,1,4,2,2,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0] number_of_instances 53 [0,0,1,0,0,0,1,3,2,1,3,1,2,3,2,2,3,3,4,6,0,1,1,0,0,0,0,0,1,0,5,2,2,1,0,1,0,0,0,0,0,1,0,0,1,0,0,0] number_of_instances 53 [1,0,0,0,0,0,1,2,1,1,2,1,3,4,2,2,3,4,5,5,1,1,0,0,1,0,0,0,1,0,5,2,2,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0] number_of_instances 53 [1,0,0,0,0,0,1,2,1,2,2,1,3,3,1,2,3,4,5,5,1,1,0,0,1,0,0,0,0,1,5,2,2,0,0,0,1,0,0,1,0,0,0,1,0,1,0,0] number_of_instances 53 [1,0,0,0,0,1,1,2,1,2,2,1,3,3,2,2,3,4,4,5,1,1,0,0,1,0,1,0,0,1,5,2,2,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0] precision 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.000356 [0.018868,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.000356 [0.018868,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.000356 [0.018868,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] predictive_accuracy 0 predictive_accuracy 0 predictive_accuracy 0 predictive_accuracy 0 predictive_accuracy 0 predictive_accuracy 0 predictive_accuracy 0 predictive_accuracy 0.018868 predictive_accuracy 0.018868 predictive_accuracy 0.018868 prior_entropy 4.846691 prior_entropy 4.846691 prior_entropy 4.846691 prior_entropy 4.846691 prior_entropy 4.846691 prior_entropy 4.846691 prior_entropy 4.846691 prior_entropy 4.846691 prior_entropy 4.846691 prior_entropy 4.846691 recall 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.018868 [1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.018868 [1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.018868 [1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] relative_absolute_error 1.05004 relative_absolute_error 1.050241 relative_absolute_error 1.051177 relative_absolute_error 1.051465 relative_absolute_error 1.050277 relative_absolute_error 1.050997 relative_absolute_error 1.052078 relative_absolute_error 1.032687 relative_absolute_error 1.03159 relative_absolute_error 1.030849 root_mean_prior_squared_error 0.140756 root_mean_prior_squared_error 0.140729 root_mean_prior_squared_error 0.140604 root_mean_prior_squared_error 0.140565 root_mean_prior_squared_error 0.140725 root_mean_prior_squared_error 0.140628 root_mean_prior_squared_error 0.140483 root_mean_prior_squared_error 0.14042 root_mean_prior_squared_error 0.14057 root_mean_prior_squared_error 0.140671 root_mean_squared_error 0.204124 root_mean_squared_error 0.204124 root_mean_squared_error 0.204124 root_mean_squared_error 0.204124 root_mean_squared_error 0.204124 root_mean_squared_error 0.204124 root_mean_squared_error 0.204124 root_mean_squared_error 0.202189 root_mean_squared_error 0.202189 root_mean_squared_error 0.202189 root_relative_squared_error 1.450195 root_relative_squared_error 1.450473 root_relative_squared_error 1.451767 root_relative_squared_error 1.452166 root_relative_squared_error 1.450523 root_relative_squared_error 1.451518 root_relative_squared_error 1.453015 root_relative_squared_error 1.439886 root_relative_squared_error 1.438352 root_relative_squared_error 1.437315 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