2298287 1856 Miguel Cachada 16 Supervised Classification 5920 weka.MultilayerPerceptron(8) 386123 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H a L 0.3 5920 M 0.2 5920 N 100 5920 V 0 5920 S 0 5920 E 20 5920 H a 5920 study_70 weka weka_3.8.1 16 mfeat-karhunen https://www.openml.org/data/download/16/dataset_16_mfeat-karhunen.arff -1 5552389 description https://api.openml.org/data/download/5552389/weka_generated_run6952370849118422675.xml -1 5552391 model_readable https://api.openml.org/data/download/5552391/WekaModel_weka.classifiers.functions.MultilayerPerceptron2443270897831245960.model -1 5552390 model_serialized https://api.openml.org/data/download/5552390/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron1887720351005229567.model -1 5552392 predictions https://api.openml.org/data/download/5552392/weka_generated_predictions6520058172103656616.arff area_under_roc_curve 0.99426 [0.999011,0.994463,0.99885,0.990892,0.997008,0.984986,0.995318,0.997678,0.987429,0.996962] average_cost 0 f_measure 0.961452 [0.977556,0.955224,0.97284,0.947103,0.974874,0.932331,0.972431,0.975,0.946565,0.960591] kappa 0.957222 kb_relative_information_score 1907.029512 mean_absolute_error 0.012514 mean_prior_absolute_error 0.18 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] precision 0.961559 [0.975124,0.950495,0.960976,0.954315,0.979798,0.934673,0.974874,0.975,0.963731,0.946602] predictive_accuracy 0.9615 prior_entropy 3.321928 recall 0.9615 [0.98,0.96,0.985,0.94,0.97,0.93,0.97,0.975,0.93,0.975] relative_absolute_error 0.069524 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.080273 root_relative_squared_error 0.267577 total_cost 0 area_under_roc_curve 0.990972 [0.998889,0.993889,1,0.999722,1,0.953611,0.999167,1,0.964444,1] area_under_roc_curve 0.994736 [1,0.956806,1,0.999722,0.993611,0.999444,0.998056,0.999722,1,1] area_under_roc_curve 0.996889 [1,0.999444,0.999167,0.995556,1,0.995,1,0.986667,0.995833,0.997222] area_under_roc_curve 0.987 [1,1,1,0.9525,0.9825,0.954167,1,1,1,0.980833] area_under_roc_curve 0.993736 [1,0.999722,0.998889,0.988056,1,0.998889,0.999444,0.999722,0.954306,0.998333] area_under_roc_curve 0.998778 [0.999444,0.998611,1,0.997778,0.998889,0.998056,1,1,0.999167,0.995833] area_under_roc_curve 0.995375 [0.995556,0.998333,0.993056,0.998333,1,0.9975,1,0.995,0.975972,1] area_under_roc_curve 0.994681 [1,1,0.999722,1,0.997222,0.96875,0.999167,1,0.984167,0.997778] area_under_roc_curve 0.997028 [1,0.999722,1,0.978333,1,0.992222,1,1,1,1] area_under_roc_curve 0.993528 [0.998889,0.996944,1,0.995,1,0.993333,0.958611,0.995556,0.9975,0.999444] 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 0.934502 [0.923077,0.857143,0.97561,0.95,1,0.904762,0.974359,0.974359,0.833333,0.952381] f_measure 0.969956 [1,0.926829,1,0.947368,0.947368,0.95,0.952381,0.97561,1,1] f_measure 0.970306 [1,0.974359,0.930233,0.974359,1,0.95,1,0.947368,0.974359,0.952381] f_measure 0.980116 [1,1,0.97561,0.926829,0.974359,0.974359,1,1,1,0.95] f_measure 0.939984 [0.97561,0.95,0.974359,0.85,0.97561,0.926829,0.95,0.974359,0.9,0.923077] f_measure 0.959956 [0.97561,0.95,1,0.947368,0.947368,0.9,1,1,0.952381,0.926829] f_measure 0.964975 [0.974359,0.95,0.974359,0.952381,0.97561,0.923077,0.974359,0.97561,0.95,1] f_measure 0.969957 [1,1,0.974359,1,0.952381,0.923077,0.95,1,0.947368,0.952381] f_measure 0.9702 [1,0.974359,0.97561,0.95,1,0.923077,1,0.930233,0.974359,0.974359] f_measure 0.954966 [0.926829,0.97561,0.952381,0.974359,0.974359,0.95,0.923077,0.974359,0.923077,0.97561] kappa 0.927778 kappa 0.966667 kappa 0.966667 kappa 0.977778 kappa 0.933333 kappa 0.955556 kappa 0.961111 kappa 0.966667 kappa 0.966667 kappa 0.95 kb_relative_information_score 189.123384 kb_relative_information_score 192.989394 kb_relative_information_score 191.325534 kb_relative_information_score 193.001999 kb_relative_information_score 188.95758 kb_relative_information_score 189.067699 kb_relative_information_score 190.488175 kb_relative_information_score 190.327547 kb_relative_information_score 192.438039 kb_relative_information_score 189.310161 mean_absolute_error 0.014385 mean_absolute_error 0.010622 mean_absolute_error 0.011861 mean_absolute_error 0.009632 mean_absolute_error 0.014721 mean_absolute_error 0.013737 mean_absolute_error 0.013009 mean_absolute_error 0.013064 mean_absolute_error 0.010027 mean_absolute_error 0.014087 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] precision 0.937816 [0.947368,0.818182,0.952381,0.95,1,0.863636,1,1,0.9375,0.909091] precision 0.971623 [1,0.904762,1,1,1,0.95,0.909091,0.952381,1,1] precision 0.972866 [1,1,0.869565,1,1,0.95,1,1,1,0.909091] precision 0.980714 [1,1,0.952381,0.904762,1,1,1,1,1,0.95] precision 0.940689 [0.952381,0.95,1,0.85,0.952381,0.904762,0.95,1,0.9,0.947368] precision 0.961623 [0.952381,0.95,1,1,1,0.9,1,1,0.909091,0.904762] precision 0.966122 [1,0.95,1,0.909091,0.952381,0.947368,1,0.952381,0.95,1] precision 0.971555 [1,1,1,1,0.909091,0.947368,0.95,1,1,0.909091] precision 0.971931 [1,1,0.952381,0.95,1,0.947368,1,0.869565,1,1] precision 0.956335 [0.904762,0.952381,0.909091,1,1,0.95,0.947368,1,0.947368,0.952381] predictive_accuracy 0.935 predictive_accuracy 0.97 predictive_accuracy 0.97 predictive_accuracy 0.98 predictive_accuracy 0.94 predictive_accuracy 0.96 predictive_accuracy 0.965 predictive_accuracy 0.97 predictive_accuracy 0.97 predictive_accuracy 0.955 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 recall 0.935 [0.9,0.9,1,0.95,1,0.95,0.95,0.95,0.75,1] recall 0.97 [1,0.95,1,0.9,0.9,0.95,1,1,1,1] recall 0.97 [1,0.95,1,0.95,1,0.95,1,0.9,0.95,1] recall 0.98 [1,1,1,0.95,0.95,0.95,1,1,1,0.95] recall 0.94 [1,0.95,0.95,0.85,1,0.95,0.95,0.95,0.9,0.9] recall 0.96 [1,0.95,1,0.9,0.9,0.9,1,1,1,0.95] recall 0.965 [0.95,0.95,0.95,1,1,0.9,0.95,1,0.95,1] recall 0.97 [1,1,0.95,1,1,0.9,0.95,1,0.9,1] recall 0.97 [1,0.95,1,0.95,1,0.9,1,1,0.95,0.95] recall 0.955 [0.95,1,1,0.95,0.95,0.95,0.9,0.95,0.9,1] relative_absolute_error 0.079917 relative_absolute_error 0.059013 relative_absolute_error 0.065897 relative_absolute_error 0.05351 relative_absolute_error 0.081782 relative_absolute_error 0.076315 relative_absolute_error 0.07227 relative_absolute_error 0.072576 relative_absolute_error 0.055705 relative_absolute_error 0.07826 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.091621 root_mean_squared_error 0.070919 root_mean_squared_error 0.077228 root_mean_squared_error 0.065683 root_mean_squared_error 0.087158 root_mean_squared_error 0.085186 root_mean_squared_error 0.082924 root_mean_squared_error 0.079865 root_mean_squared_error 0.070386 root_mean_squared_error 0.087594 root_relative_squared_error 0.305404 root_relative_squared_error 0.236398 root_relative_squared_error 0.257428 root_relative_squared_error 0.218945 root_relative_squared_error 0.290526 root_relative_squared_error 0.283953 root_relative_squared_error 0.276413 root_relative_squared_error 0.266216 root_relative_squared_error 0.234621 root_relative_squared_error 0.291981 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