2289724 1856 Miguel Cachada 11 Supervised Classification 5920 weka.MultilayerPerceptron(8) 372424 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H o -D L 0.3 5920 M 0.2 5920 N 500 5920 V 0 5920 S 0 5920 E 20 5920 H o 5920 D true 5920 weka weka_3.8.1 11 balance-scale https://www.openml.org/data/download/11/dataset_11_balance-scale.arff -1 5534985 description https://api.openml.org/data/download/5534985/weka_generated_run3970958038770327968.xml -1 5534987 model_readable https://api.openml.org/data/download/5534987/WekaModel_weka.classifiers.functions.MultilayerPerceptron6494450006201086318.model -1 5534986 model_serialized https://api.openml.org/data/download/5534986/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron6082807958160490107.model -1 5534988 predictions https://api.openml.org/data/download/5534988/weka_generated_predictions6610463158590219103.arff area_under_roc_curve 0.977293 [0.980836,0.9437,0.979465] average_cost 0 f_measure 0.819555 [0.892977,0,0.885572] kappa 0.72997 kb_relative_information_score 401.265496 mean_absolute_error 0.133025 mean_prior_absolute_error 0.379764 number_of_instances 625 [288,49,288] precision 0.787465 [0.86129,0,0.847619] predictive_accuracy 0.8544 prior_entropy 1.321213 recall 0.8544 [0.927083,0,0.927083] relative_absolute_error 0.350284 root_mean_prior_squared_error 0.435577 root_mean_squared_error 0.235018 root_relative_squared_error 0.539555 total_cost 0 area_under_roc_curve 0.991581 [0.995943,0.958621,0.992901] area_under_roc_curve 0.98395 [0.996957,0.944828,0.977688] area_under_roc_curve 0.980537 [0.973631,0.972414,0.988844] area_under_roc_curve 0.974098 [0.977688,0.92069,0.979716] area_under_roc_curve 0.975901 [0.98073,0.955172,0.974645] area_under_roc_curve 0.986045 [0.988506,0.965517,0.986416] area_under_roc_curve 0.963889 [0.977011,0.85614,0.969538] area_under_roc_curve 0.984295 [0.988506,0.97193,0.982143] area_under_roc_curve 0.992601 [0.993697,0.985965,0.992685] area_under_roc_curve 0.973901 [0.97479,0.950877,0.977011] 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 0.852682 [0.949153,0,0.903226] f_measure 0.807655 [0.865672,0,0.888889] f_measure 0.824704 [0.925926,0,0.865672] f_measure 0.778355 [0.872727,0,0.818182] f_measure 0.821869 [0.888889,0,0.896552] f_measure 0.842483 [0.888889,0,0.912281] f_measure 0.790957 [0.888889,0,0.830769] f_measure 0.818996 [0.888889,0,0.892857] f_measure 0.85041 [0.9,0,0.949153] f_measure 0.819501 [0.866667,0,0.915254] kappa 0.794118 kappa 0.705882 kappa 0.735294 kappa 0.647059 kappa 0.735294 kappa 0.757576 kappa 0.672588 kappa 0.730955 kappa 0.791145 kappa 0.731473 kb_relative_information_score 42.773206 kb_relative_information_score 39.912939 kb_relative_information_score 40.818522 kb_relative_information_score 39.398554 kb_relative_information_score 40.367647 kb_relative_information_score 40.549528 kb_relative_information_score 36.988746 kb_relative_information_score 39.570386 kb_relative_information_score 41.551231 kb_relative_information_score 39.334736 mean_absolute_error 0.118636 mean_absolute_error 0.138751 mean_absolute_error 0.133351 mean_absolute_error 0.140905 mean_absolute_error 0.132777 mean_absolute_error 0.123733 mean_absolute_error 0.147789 mean_absolute_error 0.135623 mean_absolute_error 0.123178 mean_absolute_error 0.135521 mean_prior_absolute_error 0.380009 mean_prior_absolute_error 0.380009 mean_prior_absolute_error 0.380009 mean_prior_absolute_error 0.380009 mean_prior_absolute_error 0.380009 mean_prior_absolute_error 0.376241 mean_prior_absolute_error 0.380334 mean_prior_absolute_error 0.380334 mean_prior_absolute_error 0.380334 mean_prior_absolute_error 0.380334 number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 62 [29,4,29] number_of_instances 62 [29,5,28] number_of_instances 62 [29,5,28] number_of_instances 62 [28,5,29] number_of_instances 62 [28,5,29] precision 0.820202 [0.933333,0,0.848485] precision 0.7932 [0.763158,0,0.96] precision 0.811612 [1,0,0.763158] precision 0.760816 [0.923077,0,0.72973] precision 0.791783 [0.823529,0,0.896552] precision 0.819531 [0.823529,0,0.928571] precision 0.778588 [0.96,0,0.72973] precision 0.788425 [0.823529,0,0.892857] precision 0.817608 [0.84375,0,0.933333] precision 0.787903 [0.8125,0,0.9] predictive_accuracy 0.888889 predictive_accuracy 0.84127 predictive_accuracy 0.857143 predictive_accuracy 0.809524 predictive_accuracy 0.857143 predictive_accuracy 0.870968 predictive_accuracy 0.822581 predictive_accuracy 0.854839 predictive_accuracy 0.887097 predictive_accuracy 0.854839 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 recall 0.888889 [0.965517,0,0.965517] recall 0.84127 [1,0,0.827586] recall 0.857143 [0.862069,0,1] recall 0.809524 [0.827586,0,0.931034] recall 0.857143 [0.965517,0,0.896552] recall 0.870968 [0.965517,0,0.896552] recall 0.822581 [0.827586,0,0.964286] recall 0.854839 [0.965517,0,0.892857] recall 0.887097 [0.964286,0,0.965517] recall 0.854839 [0.928571,0,0.931034] relative_absolute_error 0.312192 relative_absolute_error 0.365127 relative_absolute_error 0.350916 relative_absolute_error 0.370795 relative_absolute_error 0.349406 relative_absolute_error 0.328865 relative_absolute_error 0.388577 relative_absolute_error 0.356589 relative_absolute_error 0.323869 relative_absolute_error 0.356321 root_mean_prior_squared_error 0.435858 root_mean_prior_squared_error 0.435858 root_mean_prior_squared_error 0.435858 root_mean_prior_squared_error 0.435858 root_mean_prior_squared_error 0.435858 root_mean_prior_squared_error 0.431515 root_mean_prior_squared_error 0.436231 root_mean_prior_squared_error 0.436231 root_mean_prior_squared_error 0.436231 root_mean_prior_squared_error 0.436231 root_mean_squared_error 0.209609 root_mean_squared_error 0.241234 root_mean_squared_error 0.232567 root_mean_squared_error 0.236528 root_mean_squared_error 0.24212 root_mean_squared_error 0.219004 root_mean_squared_error 0.262959 root_mean_squared_error 0.237722 root_mean_squared_error 0.212347 root_mean_squared_error 0.250845 root_relative_squared_error 0.480912 root_relative_squared_error 0.553469 root_relative_squared_error 0.533584 root_relative_squared_error 0.542672 root_relative_squared_error 0.555502 root_relative_squared_error 0.507523 root_relative_squared_error 0.602798 root_relative_squared_error 0.544946 root_relative_squared_error 0.486778 root_relative_squared_error 0.575027 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