565565 1 Jan van Rijn 3795 Supervised Classification predictive_accuracy 3478 weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_MultilayerPerceptron(1) 5788 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.GainRatioAttributeEval " -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 3478 W weka.classifiers.functions.MultilayerPerceptron 3478 weka weka_3.7.13 932 fri_c4_100_50 https://www.openml.org/data/download/53466/fri_c4_100_50.arff -1 1952718 description https://api.openml.org/data/download/1952718/weka_generated_run8014678269954891870.xml -1 1952720 model_readable https://api.openml.org/data/download/1952720/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier7449879792105661299.model -1 1952719 model_serialized https://api.openml.org/data/download/1952719/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier7511711398582102940.model -1 1952721 predictions https://api.openml.org/data/download/1952721/weka_generated_predictions1393033562661548860.arff area_under_roc_curve 0.447037 [0.447037,0.447037] average_cost 0 f_measure 0.489326 [0.413793,0.548673] kappa -0.037429 kb_relative_information_score -3.63521 mean_absolute_error 0.506876 mean_prior_absolute_error 0.492941 number_of_instances 100 [44,56] os_information [Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.488747 [0.418605,0.54386] predictive_accuracy 0.49 prior_entropy 0.989993 recall 0.49 [0.409091,0.553571] relative_absolute_error 1.028269 root_mean_prior_squared_error 0.496388 root_mean_squared_error 0.642197 root_relative_squared_error 1.293739 scimark_benchmark 1257.415566 [760.0176827953169, 943.6607153719087, 517.7154106990268, 1213.0680165681601, 2852.6160035383996] total_cost 0 usercpu_time_millis 100 usercpu_time_millis_testing 10 usercpu_time_millis_training 90 area_under_roc_curve 0.4 [0.4,0.4] area_under_roc_curve 0.48 [0.48,0.48] area_under_roc_curve 0.44 [0.44,0.44] area_under_roc_curve 0.52 [0.52,0.52] area_under_roc_curve 0.604167 [0.604167,0.604167] area_under_roc_curve 0.166667 [0.166667,0.166667] area_under_roc_curve 0.604167 [0.604167,0.604167] area_under_roc_curve 0.541667 [0.541667,0.541667] area_under_roc_curve 0.333333 [0.333333,0.333333] area_under_roc_curve 0.4375 [0.4375,0.4375] 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 0.4 [0.4,0.4] f_measure 0.494949 [0.444444,0.545455] f_measure 0.494949 [0.444444,0.545455] f_measure 0.583333 [0.666667,0.5] f_measure 0.70303 [0.666667,0.727273] f_measure 0.276923 [0,0.461538] f_measure 0.505051 [0.444444,0.545455] f_measure 0.483516 [0.285714,0.615385] f_measure 0.483516 [0.285714,0.615385] f_measure 0.4 [0.25,0.5] kappa -0.2 kappa 0 kappa 0 kappa 0.2 kappa 0.4 kappa -0.521739 kappa 0 kappa -0.086957 kappa -0.086957 kappa -0.25 kb_relative_information_score -1.067674 kb_relative_information_score 0.369923 kb_relative_information_score -0.941215 kb_relative_information_score 1.215505 kb_relative_information_score 2.956066 kb_relative_information_score -3.524652 kb_relative_information_score 0.460482 kb_relative_information_score -0.843718 kb_relative_information_score -0.216373 kb_relative_information_score -2.043554 mean_absolute_error 0.549022 mean_absolute_error 0.48313 mean_absolute_error 0.545385 mean_absolute_error 0.444844 mean_absolute_error 0.347815 mean_absolute_error 0.645538 mean_absolute_error 0.457906 mean_absolute_error 0.522659 mean_absolute_error 0.493814 mean_absolute_error 0.578648 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.488235 mean_prior_absolute_error 0.488235 mean_prior_absolute_error 0.488235 mean_prior_absolute_error 0.488235 mean_prior_absolute_error 0.488235 mean_prior_absolute_error 0.488235 number_of_instances 10 [5,5] number_of_instances 10 [5,5] number_of_instances 10 [5,5] number_of_instances 10 [5,5] number_of_instances 10 [4,6] number_of_instances 10 [4,6] number_of_instances 10 [4,6] number_of_instances 10 [4,6] number_of_instances 10 [4,6] number_of_instances 10 [4,6] precision 0.4 [0.4,0.4] precision 0.5 [0.5,0.5] precision 0.5 [0.5,0.5] precision 0.619048 [0.571429,0.666667] precision 0.72 [0.6,0.8] precision 0.257143 [0,0.428571] precision 0.52 [0.4,0.6] precision 0.47619 [0.333333,0.571429] precision 0.47619 [0.333333,0.571429] precision 0.4 [0.25,0.5] predictive_accuracy 0.4 predictive_accuracy 0.5 predictive_accuracy 0.5 predictive_accuracy 0.6 predictive_accuracy 0.7 predictive_accuracy 0.3 predictive_accuracy 0.5 predictive_accuracy 0.5 predictive_accuracy 0.5 predictive_accuracy 0.4 prior_entropy 0.989993 prior_entropy 0.989993 prior_entropy 0.989993 prior_entropy 0.989993 prior_entropy 0.989993 prior_entropy 0.989993 prior_entropy 0.989993 prior_entropy 0.989993 prior_entropy 0.989993 prior_entropy 0.989993 recall 0.4 [0.4,0.4] recall 0.5 [0.4,0.6] recall 0.5 [0.4,0.6] recall 0.6 [0.8,0.4] recall 0.7 [0.75,0.666667] recall 0.3 [0,0.5] recall 0.5 [0.5,0.5] recall 0.5 [0.25,0.666667] recall 0.5 [0.25,0.666667] recall 0.4 [0.25,0.5] relative_absolute_error 1.098044 relative_absolute_error 0.966261 relative_absolute_error 1.09077 relative_absolute_error 0.889689 relative_absolute_error 0.712393 relative_absolute_error 1.322186 relative_absolute_error 0.93788 relative_absolute_error 1.070506 relative_absolute_error 1.011427 relative_absolute_error 1.185183 root_mean_prior_squared_error 0.503448 root_mean_prior_squared_error 0.503448 root_mean_prior_squared_error 0.503448 root_mean_prior_squared_error 0.503448 root_mean_prior_squared_error 0.491625 root_mean_prior_squared_error 0.491625 root_mean_prior_squared_error 0.491625 root_mean_prior_squared_error 0.491625 root_mean_prior_squared_error 0.491625 root_mean_prior_squared_error 0.491625 root_mean_squared_error 0.67873 root_mean_squared_error 0.607214 root_mean_squared_error 0.682862 root_mean_squared_error 0.572567 root_mean_squared_error 0.50086 root_mean_squared_error 0.753842 root_mean_squared_error 0.588453 root_mean_squared_error 0.640016 root_mean_squared_error 0.639444 root_mean_squared_error 0.718838 root_relative_squared_error 1.348162 root_relative_squared_error 1.20611 root_relative_squared_error 1.356369 root_relative_squared_error 1.13729 root_relative_squared_error 1.018784 root_relative_squared_error 1.533366 root_relative_squared_error 1.196954 root_relative_squared_error 1.301836 root_relative_squared_error 1.300672 root_relative_squared_error 1.462167 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 210 usercpu_time_millis 120 usercpu_time_millis 130 usercpu_time_millis 130 usercpu_time_millis 90 usercpu_time_millis 90 usercpu_time_millis 90 usercpu_time_millis 100 usercpu_time_millis 90 usercpu_time_millis 90 usercpu_time_millis_testing 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_training 200 usercpu_time_millis_training 120 usercpu_time_millis_training 130 usercpu_time_millis_training 130 usercpu_time_millis_training 90 usercpu_time_millis_training 90 usercpu_time_millis_training 90 usercpu_time_millis_training 100 usercpu_time_millis_training 90 usercpu_time_millis_training 90