1971125 2742 Wouter Nuijten 3951 Supervised Classification predictive_accuracy 5920 weka.MultilayerPerceptron(8) 127124 weka.classifiers.functions.MultilayerPerceptron -- -L 0.5 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H "a, a, a" L 0.5 5920 M 0.2 5920 N 500 5920 V 0 5920 S 0 5920 E 20 5920 H a, a, a 5920 weka weka_3.8.1 1117 desharnais https://www.openml.org/data/download/54000/desharnais.arff -1 4891713 description https://api.openml.org/data/download/4891713/weka_generated_run579700934648902946.xml -1 4891715 model_readable https://api.openml.org/data/download/4891715/WekaModel_weka.classifiers.functions.MultilayerPerceptron2911301988703230438.model -1 4891714 model_serialized https://api.openml.org/data/download/4891714/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron1567713520176315788.model -1 4891716 predictions https://api.openml.org/data/download/4891716/weka_generated_predictions3165934081499169519.arff area_under_roc_curve 0.681518 [0.699379,0.664643,0.641549] average_cost 0 f_measure 0.574882 [0.731183,0.517241,0] kappa 0.272727 kb_relative_information_score 22.683566 mean_absolute_error 0.290486 mean_prior_absolute_error 0.380364 number_of_instances 81 [46,25,10] precision 0.551114 [0.723404,0.454545,0] predictive_accuracy 0.604938 prior_entropy 1.376474 recall 0.604938 [0.73913,0.6,0] relative_absolute_error 0.763705 root_mean_prior_squared_error 0.434785 root_mean_squared_error 0.453245 root_relative_squared_error 1.042458 total_cost 0 area_under_roc_curve 0.740741 [0.75,0.888889,0.25] area_under_roc_curve 0.8125 [0.8,0.75,1] area_under_roc_curve 0.614583 [0.6,0.458333,1] area_under_roc_curve 0.782738 [0.8,0.916667,0.428571] area_under_roc_curve 0.8125 [0.8,0.75,1] area_under_roc_curve 0.294643 [0.266667,0.333333,0.357143] area_under_roc_curve 0.819643 [0.875,0.733333,0.857143] area_under_roc_curve 0.590179 [0.6875,0.466667,0.571429] area_under_roc_curve 0.714286 [0.75,0.666667,0.714286] area_under_roc_curve 0.671429 [0.75,0.6,0.571429] 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 0.730159 [0.8,0.857143,0] f_measure 0.6 [0.8,0.4,0] f_measure 0.454545 [0.727273,0,0] f_measure 0.7 [0.8,0.8,0] f_measure 0.6 [0.8,0.4,0] f_measure 0.340909 [0.545455,0,0] f_measure 0.589286 [0.75,0.571429,0] f_measure 0.458333 [0.666667,0.333333,0] f_measure 0.709821 [0.857143,0.75,0] f_measure 0.5 [0.571429,0.571429,0] kappa 0.590909 kappa 0.272727 kappa -0.066667 kappa 0.515152 kappa 0.272727 kappa -0.333333 kappa 0.333333 kappa 0.085714 kappa 0.567568 kappa 0.179487 kb_relative_information_score 3.832038 kb_relative_information_score 2.572458 kb_relative_information_score 1.56827 kb_relative_information_score 3.274918 kb_relative_information_score 2.12254 kb_relative_information_score -0.607604 kb_relative_information_score 3.096157 kb_relative_information_score 1.470468 kb_relative_information_score 3.670537 kb_relative_information_score 1.683782 mean_absolute_error 0.224043 mean_absolute_error 0.262344 mean_absolute_error 0.307667 mean_absolute_error 0.230464 mean_absolute_error 0.288039 mean_absolute_error 0.400873 mean_absolute_error 0.270134 mean_absolute_error 0.346575 mean_absolute_error 0.242989 mean_absolute_error 0.34004 mean_prior_absolute_error 0.380952 mean_prior_absolute_error 0.371032 mean_prior_absolute_error 0.371032 mean_prior_absolute_error 0.371032 mean_prior_absolute_error 0.371032 mean_prior_absolute_error 0.371032 mean_prior_absolute_error 0.391865 mean_prior_absolute_error 0.391865 mean_prior_absolute_error 0.391865 mean_prior_absolute_error 0.391865 number_of_instances 9 [5,3,1] number_of_instances 8 [5,2,1] number_of_instances 8 [5,2,1] number_of_instances 8 [5,2,1] number_of_instances 8 [5,2,1] number_of_instances 8 [5,2,1] number_of_instances 8 [4,3,1] number_of_instances 8 [4,3,1] number_of_instances 8 [4,3,1] number_of_instances 8 [4,3,1] precision 0.694444 [0.8,0.75,0] precision 0.583333 [0.8,0.333333,0] precision 0.416667 [0.666667,0,0] precision 0.666667 [0.8,0.666667,0] precision 0.583333 [0.8,0.333333,0] precision 0.3125 [0.5,0,0] precision 0.5625 [0.75,0.5,0] precision 0.425 [0.6,0.333333,0] precision 0.725 [1,0.6,0] precision 0.520833 [0.666667,0.5,0] predictive_accuracy 0.777778 predictive_accuracy 0.625 predictive_accuracy 0.5 predictive_accuracy 0.75 predictive_accuracy 0.625 predictive_accuracy 0.375 predictive_accuracy 0.625 predictive_accuracy 0.5 predictive_accuracy 0.75 predictive_accuracy 0.5 prior_entropy 1.376474 prior_entropy 1.376474 prior_entropy 1.376474 prior_entropy 1.376474 prior_entropy 1.376474 prior_entropy 1.376474 prior_entropy 1.376474 prior_entropy 1.376474 prior_entropy 1.376474 prior_entropy 1.376474 recall 0.777778 [0.8,1,0] recall 0.625 [0.8,0.5,0] recall 0.5 [0.8,0,0] recall 0.75 [0.8,1,0] recall 0.625 [0.8,0.5,0] recall 0.375 [0.6,0,0] recall 0.625 [0.75,0.666667,0] recall 0.5 [0.75,0.333333,0] recall 0.75 [0.75,1,0] recall 0.5 [0.5,0.666667,0] relative_absolute_error 0.588112 relative_absolute_error 0.707067 relative_absolute_error 0.829221 relative_absolute_error 0.621143 relative_absolute_error 0.776319 relative_absolute_error 1.080427 relative_absolute_error 0.689355 relative_absolute_error 0.884425 relative_absolute_error 0.620084 relative_absolute_error 0.867746 root_mean_prior_squared_error 0.435461 root_mean_prior_squared_error 0.423917 root_mean_prior_squared_error 0.423917 root_mean_prior_squared_error 0.423917 root_mean_prior_squared_error 0.423917 root_mean_prior_squared_error 0.423917 root_mean_prior_squared_error 0.447815 root_mean_prior_squared_error 0.447815 root_mean_prior_squared_error 0.447815 root_mean_prior_squared_error 0.447815 root_mean_squared_error 0.388533 root_mean_squared_error 0.428677 root_mean_squared_error 0.509382 root_mean_squared_error 0.357272 root_mean_squared_error 0.436122 root_mean_squared_error 0.600122 root_mean_squared_error 0.400682 root_mean_squared_error 0.49771 root_mean_squared_error 0.350832 root_mean_squared_error 0.507535 root_relative_squared_error 0.892235 root_relative_squared_error 1.01123 root_relative_squared_error 1.201609 root_relative_squared_error 0.842787 root_relative_squared_error 1.028793 root_relative_squared_error 1.41566 root_relative_squared_error 0.894749 root_relative_squared_error 1.111419 root_relative_squared_error 0.783429 root_relative_squared_error 1.133359 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