2299246 1856 Miguel Cachada 29 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 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 5554477 description https://api.openml.org/data/download/5554477/weka_generated_run5756743135883220163.xml -1 5554479 model_readable https://api.openml.org/data/download/5554479/WekaModel_weka.classifiers.functions.MultilayerPerceptron7796215447653473711.model -1 5554478 model_serialized https://api.openml.org/data/download/5554478/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron3311030444488134394.model -1 5554480 predictions https://api.openml.org/data/download/5554480/weka_generated_predictions5566578389676484073.arff area_under_roc_curve 0.902033 [0.902033,0.902033] average_cost 0 f_measure 0.855072 [0.837134,0.869452] kappa 0.706585 kb_relative_information_score 415.513407 mean_absolute_error 0.210792 mean_prior_absolute_error 0.493952 number_of_instances 690 [307,383] precision 0.855072 [0.837134,0.869452] predictive_accuracy 0.855072 prior_entropy 0.991282 recall 0.855072 [0.837134,0.869452] relative_absolute_error 0.426747 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.334228 root_relative_squared_error 0.672548 total_cost 0 area_under_roc_curve 0.950427 [0.950427,0.950427] area_under_roc_curve 0.923077 [0.923077,0.923077] area_under_roc_curve 0.916667 [0.916667,0.916667] area_under_roc_curve 0.873514 [0.873514,0.873514] area_under_roc_curve 0.944822 [0.944822,0.944822] area_under_roc_curve 0.933786 [0.933786,0.933786] area_under_roc_curve 0.89219 [0.89219,0.89219] area_under_roc_curve 0.809423 [0.809423,0.809423] area_under_roc_curve 0.938879 [0.938879,0.938879] area_under_roc_curve 0.948217 [0.948217,0.948217] 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 0.869787 [0.852459,0.883117] f_measure 0.869787 [0.852459,0.883117] f_measure 0.794804 [0.75,0.829268] f_measure 0.826454 [0.8125,0.837838] f_measure 0.92707 [0.915254,0.936709] f_measure 0.869839 [0.865672,0.873239] f_measure 0.809146 [0.77193,0.839506] f_measure 0.811833 [0.793651,0.826667] f_measure 0.913043 [0.903226,0.921053] f_measure 0.855378 [0.84375,0.864865] kappa 0.735632 kappa 0.735632 kappa 0.580729 kappa 0.650633 kappa 0.852248 kappa 0.740276 kappa 0.613529 kappa 0.620398 kappa 0.824278 kappa 0.708861 kb_relative_information_score 42.522126 kb_relative_information_score 42.753865 kb_relative_information_score 38.423915 kb_relative_information_score 36.055231 kb_relative_information_score 47.222268 kb_relative_information_score 43.05814 kb_relative_information_score 38.061868 kb_relative_information_score 35.815413 kb_relative_information_score 46.237483 kb_relative_information_score 45.363097 mean_absolute_error 0.204902 mean_absolute_error 0.202009 mean_absolute_error 0.227177 mean_absolute_error 0.251388 mean_absolute_error 0.175092 mean_absolute_error 0.200084 mean_absolute_error 0.232863 mean_absolute_error 0.249012 mean_absolute_error 0.182135 mean_absolute_error 0.183259 mean_prior_absolute_error 0.492837 mean_prior_absolute_error 0.492837 mean_prior_absolute_error 0.492837 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 mean_prior_absolute_error 0.494429 number_of_instances 69 [30,39] number_of_instances 69 [30,39] number_of_instances 69 [30,39] number_of_instances 69 [31,38] number_of_instances 69 [31,38] number_of_instances 69 [31,38] number_of_instances 69 [31,38] number_of_instances 69 [31,38] number_of_instances 69 [31,38] number_of_instances 69 [31,38] precision 0.870377 [0.83871,0.894737] precision 0.870377 [0.83871,0.894737] precision 0.798087 [0.807692,0.790698] precision 0.82821 [0.787879,0.861111] precision 0.930225 [0.964286,0.902439] precision 0.879264 [0.805556,0.939394] precision 0.815613 [0.846154,0.790698] precision 0.812414 [0.78125,0.837838] precision 0.913043 [0.903226,0.921053] precision 0.857122 [0.818182,0.888889] predictive_accuracy 0.869565 predictive_accuracy 0.869565 predictive_accuracy 0.797101 predictive_accuracy 0.826087 predictive_accuracy 0.927536 predictive_accuracy 0.869565 predictive_accuracy 0.811594 predictive_accuracy 0.811594 predictive_accuracy 0.913043 predictive_accuracy 0.855072 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 recall 0.869565 [0.866667,0.871795] recall 0.869565 [0.866667,0.871795] recall 0.797101 [0.7,0.871795] recall 0.826087 [0.83871,0.815789] recall 0.927536 [0.870968,0.973684] recall 0.869565 [0.935484,0.815789] recall 0.811594 [0.709677,0.894737] recall 0.811594 [0.806452,0.815789] recall 0.913043 [0.903226,0.921053] recall 0.855072 [0.870968,0.842105] relative_absolute_error 0.41576 relative_absolute_error 0.40989 relative_absolute_error 0.460958 relative_absolute_error 0.508441 relative_absolute_error 0.354129 relative_absolute_error 0.404677 relative_absolute_error 0.470973 relative_absolute_error 0.503635 relative_absolute_error 0.368375 relative_absolute_error 0.370648 root_mean_prior_squared_error 0.495836 root_mean_prior_squared_error 0.495836 root_mean_prior_squared_error 0.495836 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_prior_squared_error 0.497438 root_mean_squared_error 0.315839 root_mean_squared_error 0.31949 root_mean_squared_error 0.358559 root_mean_squared_error 0.380575 root_mean_squared_error 0.274171 root_mean_squared_error 0.315855 root_mean_squared_error 0.360523 root_mean_squared_error 0.410837 root_mean_squared_error 0.283723 root_mean_squared_error 0.296065 root_relative_squared_error 0.636983 root_relative_squared_error 0.644347 root_relative_squared_error 0.723141 root_relative_squared_error 0.765071 root_relative_squared_error 0.551166 root_relative_squared_error 0.634964 root_relative_squared_error 0.72476 root_relative_squared_error 0.825906 root_relative_squared_error 0.570369 root_relative_squared_error 0.59518 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