556999 939 Martijn Post 3622 Supervised Classification predictive_accuracy 3465 weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_MultilayerPerceptron(1) 5776 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.InfoGainAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H 1 L 0.3 1820 M 0.2 1820 N 500 1820 V 0 1820 S 0 1820 E 20 1820 H 1 1820 T -1.7976931348623157E308 2118 N -1 2118 S weka.attributeSelection.Ranker 3465 W weka.classifiers.functions.MultilayerPerceptron 3465 weka weka_3.7.13 756 autoPrice https://www.openml.org/data/download/53290/autoPrice.arff -1 1918581 description https://api.openml.org/data/download/1918581/weka_generated_run7836112658920786568.xml -1 1918583 model_readable https://api.openml.org/data/download/1918583/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier839332234208949765.model -1 1918582 model_serialized https://api.openml.org/data/download/1918582/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier4210839071647173210.model -1 1918584 predictions https://api.openml.org/data/download/1918584/weka_generated_predictions7471724010253558250.arff area_under_roc_curve 0.990476 [0.990476,0.990476] average_cost 0 f_measure 0.949686 [0.961905,0.925926] kappa 0.887831 kb_relative_information_score 137.587163 mean_absolute_error 0.05999 mean_prior_absolute_error 0.449197 number_of_instances 159 [105,54] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.949686 [0.961905,0.925926] predictive_accuracy 0.949686 prior_entropy 0.926356 recall 0.949686 [0.961905,0.925926] relative_absolute_error 0.133549 root_mean_prior_squared_error 0.473585 root_mean_squared_error 0.20827 root_relative_squared_error 0.439772 scimark_benchmark 1744.865206 [1052.9674971805453, 1396.3442135204984, 796.8398928435498, 1686.8983051584405, 3791.2761220334564] total_cost 0 usercpu_time_millis 46.875 usercpu_time_millis_testing 0 usercpu_time_millis_training 46.875 area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.945455 [0.945455,0.945455] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] 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 0.938853 [0.952381,0.909091] f_measure 1 [1,1] f_measure 0.879167 [0.9,0.833333] f_measure 0.864583 [0.916667,0.75] f_measure 1 [1,1] f_measure 0.938259 [0.947368,0.923077] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.856061 [0.909091,0.75] kappa 0.862069 kappa 1 kappa 0.737705 kappa 0.673469 kappa 1 kappa 0.870968 kappa 1 kappa 1 kappa 1 kappa 0.666667 kb_relative_information_score 13.361875 kb_relative_information_score 14.809476 kb_relative_information_score 10.725816 kb_relative_information_score 10.615164 kb_relative_information_score 14.90344 kb_relative_information_score 14.16847 kb_relative_information_score 15.986926 kb_relative_information_score 16.288667 kb_relative_information_score 16.392082 kb_relative_information_score 10.335246 mean_absolute_error 0.057365 mean_absolute_error 0.025388 mean_absolute_error 0.131025 mean_absolute_error 0.135188 mean_absolute_error 0.022426 mean_absolute_error 0.065638 mean_absolute_error 0.021579 mean_absolute_error 0.010166 mean_absolute_error 0.00615 mean_absolute_error 0.129306 mean_prior_absolute_error 0.440606 mean_prior_absolute_error 0.440606 mean_prior_absolute_error 0.440606 mean_prior_absolute_error 0.440606 mean_prior_absolute_error 0.440606 mean_prior_absolute_error 0.460404 mean_prior_absolute_error 0.460404 mean_prior_absolute_error 0.460404 mean_prior_absolute_error 0.460404 mean_prior_absolute_error 0.447205 number_of_instances 16 [11,5] number_of_instances 16 [11,5] number_of_instances 16 [11,5] number_of_instances 16 [11,5] number_of_instances 16 [11,5] number_of_instances 16 [10,6] number_of_instances 16 [10,6] number_of_instances 16 [10,6] number_of_instances 16 [10,6] number_of_instances 15 [10,5] precision 0.947917 [1,0.833333] precision 1 [1,1] precision 0.910714 [1,0.714286] precision 0.894231 [0.846154,1] precision 1 [1,1] precision 0.946429 [1,0.857143] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 0.888889 [0.833333,1] predictive_accuracy 0.9375 predictive_accuracy 1 predictive_accuracy 0.875 predictive_accuracy 0.875 predictive_accuracy 1 predictive_accuracy 0.9375 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.866667 prior_entropy 0.926356 prior_entropy 0.926356 prior_entropy 0.926356 prior_entropy 0.926356 prior_entropy 0.926356 prior_entropy 0.926356 prior_entropy 0.926356 prior_entropy 0.926356 prior_entropy 0.926356 prior_entropy 0.926356 recall 0.9375 [0.909091,1] recall 1 [1,1] recall 0.875 [0.818182,1] recall 0.875 [1,0.6] recall 1 [1,1] recall 0.9375 [0.9,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 0.866667 [1,0.6] relative_absolute_error 0.130195 relative_absolute_error 0.05762 relative_absolute_error 0.297376 relative_absolute_error 0.306823 relative_absolute_error 0.050898 relative_absolute_error 0.142566 relative_absolute_error 0.046869 relative_absolute_error 0.022081 relative_absolute_error 0.013358 relative_absolute_error 0.289143 root_mean_prior_squared_error 0.464426 root_mean_prior_squared_error 0.464426 root_mean_prior_squared_error 0.464426 root_mean_prior_squared_error 0.464426 root_mean_prior_squared_error 0.464426 root_mean_prior_squared_error 0.485273 root_mean_prior_squared_error 0.485273 root_mean_prior_squared_error 0.485273 root_mean_prior_squared_error 0.485273 root_mean_prior_squared_error 0.471477 root_mean_squared_error 0.199197 root_mean_squared_error 0.072686 root_mean_squared_error 0.349313 root_mean_squared_error 0.339025 root_mean_squared_error 0.064038 root_mean_squared_error 0.204236 root_mean_squared_error 0.039718 root_mean_squared_error 0.017172 root_mean_squared_error 0.006198 root_mean_squared_error 0.328889 root_relative_squared_error 0.42891 root_relative_squared_error 0.156508 root_relative_squared_error 0.752139 root_relative_squared_error 0.729987 root_relative_squared_error 0.137887 root_relative_squared_error 0.420869 root_relative_squared_error 0.081848 root_relative_squared_error 0.035386 root_relative_squared_error 0.012772 root_relative_squared_error 0.697572 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 62.5 usercpu_time_millis 62.5 usercpu_time_millis 46.875 usercpu_time_millis 46.875 usercpu_time_millis 62.5 usercpu_time_millis 46.875 usercpu_time_millis 46.875 usercpu_time_millis 46.875 usercpu_time_millis 46.875 usercpu_time_millis 62.5 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 62.5 usercpu_time_millis_training 62.5 usercpu_time_millis_training 46.875 usercpu_time_millis_training 46.875 usercpu_time_millis_training 62.5 usercpu_time_millis_training 46.875 usercpu_time_millis_training 46.875 usercpu_time_millis_training 46.875 usercpu_time_millis_training 46.875 usercpu_time_millis_training 62.5