2298895 1856 Miguel Cachada 37 Supervised Classification 5920 weka.MultilayerPerceptron(8) 385896 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H o -D L 0.3 5920 M 0.2 5920 N 100 5920 V 0 5920 S 0 5920 E 20 5920 H o 5920 D true 5920 study_70 weka weka_3.8.1 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 5553661 description https://api.openml.org/data/download/5553661/weka_generated_run3313194213981924540.xml -1 5553663 model_readable https://api.openml.org/data/download/5553663/WekaModel_weka.classifiers.functions.MultilayerPerceptron2452874269438889124.model -1 5553662 model_serialized https://api.openml.org/data/download/5553662/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron6674834577477411366.model -1 5553664 predictions https://api.openml.org/data/download/5553664/weka_generated_predictions1155693943623120972.arff area_under_roc_curve 0.83006 [0.83006,0.83006] average_cost 0 f_measure 0.759204 [0.826129,0.634343] kappa 0.462226 kb_relative_information_score 237.018349 mean_absolute_error 0.322459 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] precision 0.758814 [0.794824,0.69163] predictive_accuracy 0.764323 prior_entropy 0.933487 recall 0.764323 [0.86,0.585821] relative_absolute_error 0.709493 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.396559 root_relative_squared_error 0.831986 total_cost 0 area_under_roc_curve 0.919259 [0.919259,0.919259] area_under_roc_curve 0.735556 [0.735556,0.735556] area_under_roc_curve 0.873333 [0.873333,0.873333] area_under_roc_curve 0.825185 [0.825185,0.825185] area_under_roc_curve 0.814074 [0.814074,0.814074] area_under_roc_curve 0.892593 [0.892593,0.892593] area_under_roc_curve 0.808889 [0.808889,0.808889] area_under_roc_curve 0.852593 [0.852593,0.852593] area_under_roc_curve 0.836154 [0.836154,0.836154] area_under_roc_curve 0.768462 [0.768462,0.768462] 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 0.844156 [0.88,0.777778] f_measure 0.677653 [0.773585,0.5] f_measure 0.775943 [0.834951,0.666667] f_measure 0.705903 [0.810811,0.511628] f_measure 0.778231 [0.831683,0.679245] f_measure 0.818182 [0.86,0.740741] f_measure 0.76403 [0.823529,0.653846] f_measure 0.781835 [0.851852,0.652174] f_measure 0.754415 [0.830189,0.608696] f_measure 0.677126 [0.769231,0.5] kappa 0.657778 kappa 0.278689 kappa 0.502471 kappa 0.339191 kappa 0.51102 kappa 0.600741 kappa 0.477769 kappa 0.510334 kappa 0.442997 kappa 0.271565 kb_relative_information_score 32.683671 kb_relative_information_score 15.956408 kb_relative_information_score 25.389815 kb_relative_information_score 21.443383 kb_relative_information_score 22.476018 kb_relative_information_score 26.655486 kb_relative_information_score 24.518556 kb_relative_information_score 25.318986 kb_relative_information_score 24.022253 kb_relative_information_score 18.553775 mean_absolute_error 0.280546 mean_absolute_error 0.358743 mean_absolute_error 0.318125 mean_absolute_error 0.330979 mean_absolute_error 0.333758 mean_absolute_error 0.311124 mean_absolute_error 0.318076 mean_absolute_error 0.316833 mean_absolute_error 0.314944 mean_absolute_error 0.341609 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.452427 mean_prior_absolute_error 0.452427 number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 76 [50,26] number_of_instances 76 [50,26] precision 0.844156 [0.88,0.777778] precision 0.675788 [0.732143,0.571429] precision 0.775208 [0.811321,0.708333] precision 0.720101 [0.737705,0.6875] precision 0.777517 [0.823529,0.692308] precision 0.818182 [0.86,0.740741] precision 0.762917 [0.807692,0.68] precision 0.791831 [0.793103,0.789474] precision 0.756391 [0.785714,0.7] precision 0.673932 [0.740741,0.545455] predictive_accuracy 0.844156 predictive_accuracy 0.688312 predictive_accuracy 0.779221 predictive_accuracy 0.727273 predictive_accuracy 0.779221 predictive_accuracy 0.818182 predictive_accuracy 0.766234 predictive_accuracy 0.792208 predictive_accuracy 0.763158 predictive_accuracy 0.684211 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 recall 0.844156 [0.88,0.777778] recall 0.688312 [0.82,0.444444] recall 0.779221 [0.86,0.62963] recall 0.727273 [0.9,0.407407] recall 0.779221 [0.84,0.666667] recall 0.818182 [0.86,0.740741] recall 0.766234 [0.84,0.62963] recall 0.792208 [0.92,0.555556] recall 0.763158 [0.88,0.538462] recall 0.684211 [0.8,0.461538] relative_absolute_error 0.616583 relative_absolute_error 0.788444 relative_absolute_error 0.699174 relative_absolute_error 0.727424 relative_absolute_error 0.733533 relative_absolute_error 0.683788 relative_absolute_error 0.699067 relative_absolute_error 0.696336 relative_absolute_error 0.696123 relative_absolute_error 0.75506 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.47447 root_mean_prior_squared_error 0.47447 root_mean_squared_error 0.342592 root_mean_squared_error 0.448528 root_mean_squared_error 0.380537 root_mean_squared_error 0.406581 root_mean_squared_error 0.398197 root_mean_squared_error 0.366183 root_mean_squared_error 0.406861 root_mean_squared_error 0.384604 root_mean_squared_error 0.393376 root_mean_squared_error 0.428228 root_relative_squared_error 0.717958 root_relative_squared_error 0.939965 root_relative_squared_error 0.797479 root_relative_squared_error 0.852059 root_relative_squared_error 0.834489 root_relative_squared_error 0.767397 root_relative_squared_error 0.852645 root_relative_squared_error 0.806001 root_relative_squared_error 0.829085 root_relative_squared_error 0.90254 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