553612 1 Jan van Rijn 4001 Supervised Classification predictive_accuracy 3284 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_HoeffdingTree(3) 4111 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.HoeffdingTree -- -L 2 -S 1 -E 1.0E-7 -H 0.05 -M 0.01 -G 200.0 -N 0.0 L 2 1728 S 1 1728 E 1.0E-7 1728 H 0.05 1728 M 0.01 1728 G 200.0 1728 N 0.0 1728 P 1 2049 E 1 2049 D 1 2050 N 5 2050 E weka.attributeSelection.CfsSubsetEval 3284 S weka.attributeSelection.BestFirst 3284 W weka.classifiers.trees.HoeffdingTree 3284 study_15 study_20 weka weka_3.7.13 1167 pc1_req https://www.openml.org/data/download/54056/phppZkQRw -1 1905320 description https://api.openml.org/data/download/1905320/weka_generated_run5531953357969543900.xml -1 1905322 model_readable https://api.openml.org/data/download/1905322/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier7335989614844213442.model -1 1905321 model_serialized https://api.openml.org/data/download/1905321/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier7214317317788881261.model -1 1905323 predictions https://api.openml.org/data/download/1905323/weka_generated_predictions1279558240222870856.arff area_under_roc_curve 0.486771 [0.486771,0.486771] average_cost 0 f_measure 0.532 [0,0.79925] kappa 0 kb_relative_information_score 15.252581 mean_absolute_error 0.42277 mean_prior_absolute_error 0.445477 number_of_instances 320 [107,213] os_information [Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.443057 [0,0.665625] predictive_accuracy 0.665625 prior_entropy 0.920352 recall 0.665625 [0,1] relative_absolute_error 0.949028 root_mean_prior_squared_error 0.471773 root_mean_squared_error 0.480152 root_relative_squared_error 1.017761 scimark_benchmark 887.328129 [450.1266167741935, 908.084367131182, 350.0951596728601, 659.6477139149819, 2068.686786484641] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 10 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.450216 [0.450216,0.450216] area_under_roc_curve 0.5 [0.5,0.5] 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 0.560185 [0,0.814815] f_measure 0.560185 [0,0.814815] f_measure 0.560185 [0,0.814815] f_measure 0.520047 [0,0.792453] f_measure 0.520047 [0,0.792453] f_measure 0.520047 [0,0.792453] f_measure 0.520047 [0,0.792453] f_measure 0.520047 [0,0.792453] f_measure 0.520047 [0,0.792453] f_measure 0.520047 [0,0.792453] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 2.323393 kb_relative_information_score 2.323393 kb_relative_information_score -0.141207 kb_relative_information_score 1.987171 kb_relative_information_score 1.987171 kb_relative_information_score 1.987171 kb_relative_information_score 1.987171 kb_relative_information_score 1.987171 kb_relative_information_score -1.176022 kb_relative_information_score 1.987171 mean_absolute_error 0.405512 mean_absolute_error 0.405512 mean_absolute_error 0.439224 mean_absolute_error 0.420494 mean_absolute_error 0.420494 mean_absolute_error 0.420494 mean_absolute_error 0.420494 mean_absolute_error 0.420494 mean_absolute_error 0.454494 mean_absolute_error 0.420494 mean_prior_absolute_error 0.438276 mean_prior_absolute_error 0.438276 mean_prior_absolute_error 0.438276 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 number_of_instances 32 [10,22] number_of_instances 32 [10,22] number_of_instances 32 [10,22] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] precision 0.472656 [0,0.6875] precision 0.472656 [0,0.6875] precision 0.472656 [0,0.6875] precision 0.430664 [0,0.65625] precision 0.430664 [0,0.65625] precision 0.430664 [0,0.65625] precision 0.430664 [0,0.65625] precision 0.430664 [0,0.65625] precision 0.430664 [0,0.65625] precision 0.430664 [0,0.65625] predictive_accuracy 0.6875 predictive_accuracy 0.6875 predictive_accuracy 0.6875 predictive_accuracy 0.65625 predictive_accuracy 0.65625 predictive_accuracy 0.65625 predictive_accuracy 0.65625 predictive_accuracy 0.65625 predictive_accuracy 0.65625 predictive_accuracy 0.65625 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 recall 0.6875 [0,1] recall 0.6875 [0,1] recall 0.6875 [0,1] recall 0.65625 [0,1] recall 0.65625 [0,1] recall 0.65625 [0,1] recall 0.65625 [0,1] recall 0.65625 [0,1] recall 0.65625 [0,1] recall 0.65625 [0,1] relative_absolute_error 0.925242 relative_absolute_error 0.925242 relative_absolute_error 1.002162 relative_absolute_error 0.937423 relative_absolute_error 0.937423 relative_absolute_error 0.937423 relative_absolute_error 0.937423 relative_absolute_error 0.937423 relative_absolute_error 1.013222 relative_absolute_error 0.937423 root_mean_prior_squared_error 0.464078 root_mean_prior_squared_error 0.464078 root_mean_prior_squared_error 0.464078 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_squared_error 0.467974 root_mean_squared_error 0.467974 root_mean_squared_error 0.46421 root_mean_squared_error 0.484998 root_mean_squared_error 0.484998 root_mean_squared_error 0.484998 root_mean_squared_error 0.484998 root_mean_squared_error 0.484998 root_mean_squared_error 0.49054 root_mean_squared_error 0.484998 root_relative_squared_error 1.008396 root_relative_squared_error 1.008396 root_relative_squared_error 1.000284 root_relative_squared_error 1.02098 root_relative_squared_error 1.02098 root_relative_squared_error 1.02098 root_relative_squared_error 1.02098 root_relative_squared_error 1.02098 root_relative_squared_error 1.032645 root_relative_squared_error 1.02098 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 50 usercpu_time_millis 10 usercpu_time_millis 20 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 50 usercpu_time_millis_training 10 usercpu_time_millis_training 20 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10