593323 1 Jan van Rijn 3798 Supervised Classification predictive_accuracy 1820 weka.MultilayerPerceptron(4) 6400 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 5000 -V 0 -S 0 -E 20 -H 1 L 0.3 1820 M 0.2 1820 N 5000 1820 V 0 1820 S 0 1820 E 20 1820 H 1 1820 weka weka_3.7.13 935 fri_c1_250_10 https://www.openml.org/data/download/53469/fri_c1_250_10.arff -1 2056031 description https://api.openml.org/data/download/2056031/weka_generated_run1755609402691764657.xml -1 2056033 model_readable https://api.openml.org/data/download/2056033/WekaModel_weka.classifiers.functions.MultilayerPerceptron5061497160441508545.model -1 2056032 model_serialized https://api.openml.org/data/download/2056032/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron6775098592989736517.model -1 2056034 predictions https://api.openml.org/data/download/2056034/weka_generated_predictions4169684871890913794.arff area_under_roc_curve 0.664351 [0.664351,0.664351] average_cost 0 f_measure 0.655237 [0.601852,0.697183] kappa 0.299218 kb_relative_information_score 49.373347 mean_absolute_error 0.40549 mean_prior_absolute_error 0.492857 number_of_instances 250 [110,140] os_information [Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.10.1.el7.x86_64] precision 0.654811 [0.613208,0.6875] predictive_accuracy 0.656 prior_entropy 0.989753 recall 0.656 [0.590909,0.707143] relative_absolute_error 0.822733 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.493792 root_relative_squared_error 0.994772 scimark_benchmark 1638.069958 [870.3795832450934, 1157.3303616508404, 595.6958770147025, 1416.99457633309, 4149.9493895566375] total_cost 0 usercpu_time_millis 890 usercpu_time_millis_testing 0 usercpu_time_millis_training 890 area_under_roc_curve 0.642857 [0.642857,0.642857] area_under_roc_curve 0.753247 [0.753247,0.753247] area_under_roc_curve 0.655844 [0.655844,0.655844] area_under_roc_curve 0.672078 [0.672078,0.672078] area_under_roc_curve 0.788961 [0.788961,0.788961] area_under_roc_curve 0.724026 [0.724026,0.724026] area_under_roc_curve 0.603896 [0.603896,0.603896] area_under_roc_curve 0.61039 [0.61039,0.61039] area_under_roc_curve 0.766234 [0.766234,0.766234] area_under_roc_curve 0.613636 [0.613636,0.613636] 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 0.528627 [0.352941,0.666667] f_measure 0.756 [0.7,0.8] f_measure 0.601282 [0.583333,0.615385] f_measure 0.614332 [0.470588,0.727273] f_measure 0.72 [0.72,0.72] f_measure 0.76 [0.727273,0.785714] f_measure 0.56 [0.56,0.56] f_measure 0.593333 [0.5,0.666667] f_measure 0.720902 [0.695652,0.740741] f_measure 0.641159 [0.608696,0.666667] kappa 0.061433 kappa 0.503311 kappa 0.203822 kappa 0.232082 kappa 0.44795 kappa 0.512987 kappa 0.132492 kappa 0.172185 kappa 0.437299 kappa 0.276527 kb_relative_information_score 1.777902 kb_relative_information_score 8.35839 kb_relative_information_score 3.046806 kb_relative_information_score 4.290232 kb_relative_information_score 7.193849 kb_relative_information_score 8.359667 kb_relative_information_score 1.954683 kb_relative_information_score 3.079798 kb_relative_information_score 6.868448 kb_relative_information_score 4.443572 mean_absolute_error 0.459712 mean_absolute_error 0.347494 mean_absolute_error 0.437967 mean_absolute_error 0.416656 mean_absolute_error 0.36649 mean_absolute_error 0.346709 mean_absolute_error 0.456072 mean_absolute_error 0.437222 mean_absolute_error 0.37274 mean_absolute_error 0.413834 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] precision 0.544211 [0.5,0.578947] precision 0.762222 [0.777778,0.75] precision 0.610256 [0.538462,0.666667] precision 0.647018 [0.666667,0.631579] precision 0.741039 [0.642857,0.818182] precision 0.76 [0.727273,0.785714] precision 0.576364 [0.5,0.636364] precision 0.594444 [0.555556,0.625] precision 0.724103 [0.666667,0.769231] precision 0.644359 [0.583333,0.692308] predictive_accuracy 0.56 predictive_accuracy 0.76 predictive_accuracy 0.6 predictive_accuracy 0.64 predictive_accuracy 0.72 predictive_accuracy 0.76 predictive_accuracy 0.56 predictive_accuracy 0.6 predictive_accuracy 0.72 predictive_accuracy 0.64 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 recall 0.56 [0.272727,0.785714] recall 0.76 [0.636364,0.857143] recall 0.6 [0.636364,0.571429] recall 0.64 [0.363636,0.857143] recall 0.72 [0.818182,0.642857] recall 0.76 [0.727273,0.785714] recall 0.56 [0.636364,0.5] recall 0.6 [0.454545,0.714286] recall 0.72 [0.727273,0.714286] recall 0.64 [0.636364,0.642857] relative_absolute_error 0.932749 relative_absolute_error 0.705061 relative_absolute_error 0.888629 relative_absolute_error 0.845388 relative_absolute_error 0.743602 relative_absolute_error 0.703468 relative_absolute_error 0.925364 relative_absolute_error 0.887117 relative_absolute_error 0.756285 relative_absolute_error 0.839663 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.549671 root_mean_squared_error 0.426828 root_mean_squared_error 0.530927 root_mean_squared_error 0.49479 root_mean_squared_error 0.447414 root_mean_squared_error 0.427585 root_mean_squared_error 0.538052 root_mean_squared_error 0.535774 root_mean_squared_error 0.457923 root_mean_squared_error 0.507967 root_relative_squared_error 1.107344 root_relative_squared_error 0.859869 root_relative_squared_error 1.069583 root_relative_squared_error 0.996783 root_relative_squared_error 0.901341 root_relative_squared_error 0.861393 root_relative_squared_error 1.083936 root_relative_squared_error 1.079347 root_relative_squared_error 0.922511 root_relative_squared_error 1.023327 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 840 usercpu_time_millis 840 usercpu_time_millis 730 usercpu_time_millis 710 usercpu_time_millis 700 usercpu_time_millis 710 usercpu_time_millis 710 usercpu_time_millis 710 usercpu_time_millis 710 usercpu_time_millis 710 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 10 usercpu_time_millis_training 840 usercpu_time_millis_training 840 usercpu_time_millis_training 730 usercpu_time_millis_training 710 usercpu_time_millis_training 700 usercpu_time_millis_training 710 usercpu_time_millis_training 710 usercpu_time_millis_training 710 usercpu_time_millis_training 710 usercpu_time_millis_training 700