2291528 1856 Miguel Cachada 14 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 14 mfeat-fourier https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff -1 5538699 description https://api.openml.org/data/download/5538699/weka_generated_run4675311475496092012.xml -1 5538701 model_readable https://api.openml.org/data/download/5538701/WekaModel_weka.classifiers.functions.MultilayerPerceptron6868147217483737383.model -1 5538700 model_serialized https://api.openml.org/data/download/5538700/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron6414595071971379490.model -1 5538702 predictions https://api.openml.org/data/download/5538702/weka_generated_predictions7236367642494324812.arff area_under_roc_curve 0.974242 [0.999961,0.952208,0.991536,0.987444,0.958786,0.989561,0.943311,0.989101,0.991556,0.938954] average_cost 0 f_measure 0.824043 [0.987593,0.774359,0.95,0.889447,0.80829,0.914005,0.563591,0.867133,0.965174,0.520833] kappa 0.806667 kb_relative_information_score 1551.447318 mean_absolute_error 0.067799 mean_prior_absolute_error 0.18 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] precision 0.823452 [0.980296,0.794737,0.95,0.893939,0.83871,0.898551,0.562189,0.812227,0.960396,0.543478] predictive_accuracy 0.826 prior_entropy 3.321928 recall 0.826 [0.995,0.755,0.95,0.885,0.78,0.93,0.565,0.93,0.97,0.5] relative_absolute_error 0.376661 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.162041 root_relative_squared_error 0.540138 total_cost 0 area_under_roc_curve 0.979139 [1,0.969167,0.998056,0.996111,0.969167,0.999722,0.920278,0.993611,1,0.945278] area_under_roc_curve 0.971917 [1,0.950833,0.988333,0.991111,0.924444,0.992222,0.951111,0.991389,0.985556,0.944167] area_under_roc_curve 0.971194 [1,0.955833,0.999444,0.953611,0.958333,0.990833,0.918611,0.976944,1,0.958333] area_under_roc_curve 0.980444 [1,0.955556,0.990278,1,0.990278,0.993056,0.954722,0.995833,0.985,0.939722] area_under_roc_curve 0.969528 [1,0.916944,0.978889,0.9875,0.960833,0.986667,0.961389,0.984444,1,0.918611] area_under_roc_curve 0.970889 [1,0.936111,0.999444,0.959722,0.940556,0.996667,0.949167,0.990833,0.999722,0.936667] area_under_roc_curve 0.97775 [1,0.970278,0.9975,0.996111,0.963889,0.963333,0.966389,0.99,1,0.93] area_under_roc_curve 0.978722 [1,0.964722,0.995833,0.998056,0.934167,0.998056,0.940278,0.995556,0.997222,0.963333] area_under_roc_curve 0.977139 [1,0.929444,1,0.997222,0.985556,0.970556,0.963333,0.993056,1,0.932222] area_under_roc_curve 0.970806 [1,0.977222,0.971111,0.998889,0.968333,0.999167,0.924722,0.990278,0.952778,0.925556] 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 0.813365 [0.974359,0.818182,0.95,0.918919,0.878049,0.974359,0.378378,0.85,0.952381,0.439024] f_measure 0.793658 [1,0.842105,0.95,0.85,0.736842,0.837209,0.487805,0.837209,0.974359,0.421053] f_measure 0.831975 [1,0.769231,0.97561,0.8,0.790698,0.837209,0.684211,0.820513,0.97561,0.666667] f_measure 0.837193 [1,0.769231,0.974359,1,0.869565,0.923077,0.577778,0.871795,0.974359,0.411765] f_measure 0.79723 [0.952381,0.685714,0.974359,0.857143,0.702703,0.9,0.6,0.8,1,0.5] f_measure 0.815589 [1,0.736842,0.952381,0.820513,0.777778,0.930233,0.571429,0.930233,0.95,0.486486] f_measure 0.832567 [1,0.810811,0.918919,0.883721,0.833333,0.904762,0.578947,0.869565,0.97561,0.55] f_measure 0.837564 [0.97561,0.717949,0.95,0.9,0.810811,0.923077,0.651163,0.909091,0.926829,0.611111] f_measure 0.883839 [1,0.789474,0.97561,0.95,0.842105,0.974359,0.717949,0.888889,1,0.7] f_measure 0.794576 [0.97561,0.790698,0.878049,0.918919,0.823529,0.95,0.368421,0.888889,0.923077,0.428571] kappa 0.794444 kappa 0.772222 kappa 0.816667 kappa 0.822222 kappa 0.777778 kappa 0.8 kappa 0.816667 kappa 0.822222 kappa 0.872222 kappa 0.772222 kb_relative_information_score 156.755883 kb_relative_information_score 153.510745 kb_relative_information_score 151.880876 kb_relative_information_score 157.338203 kb_relative_information_score 150.376406 kb_relative_information_score 155.604047 kb_relative_information_score 155.984452 kb_relative_information_score 157.445889 kb_relative_information_score 159.012959 kb_relative_information_score 153.537859 mean_absolute_error 0.06674 mean_absolute_error 0.069207 mean_absolute_error 0.070976 mean_absolute_error 0.065666 mean_absolute_error 0.070675 mean_absolute_error 0.066934 mean_absolute_error 0.066926 mean_absolute_error 0.066837 mean_absolute_error 0.065092 mean_absolute_error 0.068939 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 0.815657 [1,0.75,0.95,1,0.857143,1,0.411765,0.85,0.909091,0.428571] precision 0.795252 [1,0.888889,0.95,0.85,0.777778,0.782609,0.47619,0.782609,1,0.444444] precision 0.83303 [1,0.789474,0.952381,0.8,0.73913,0.782609,0.722222,0.842105,0.952381,0.75] precision 0.842081 [1,0.789474,1,1,0.769231,0.947368,0.52,0.894737,1,0.5] precision 0.801198 [0.909091,0.8,1,0.818182,0.764706,0.9,0.6,0.72,1,0.5] precision 0.816797 [1,0.777778,0.909091,0.842105,0.875,0.869565,0.545455,0.869565,0.95,0.529412] precision 0.83923 [1,0.882353,1,0.826087,0.9375,0.863636,0.611111,0.769231,0.952381,0.55] precision 0.840324 [0.952381,0.736842,0.95,0.9,0.882353,0.947368,0.608696,0.833333,0.904762,0.6875] precision 0.886145 [1,0.833333,0.952381,0.95,0.888889,1,0.736842,0.8,1,0.7] precision 0.8044 [0.952381,0.73913,0.857143,1,1,0.95,0.388889,0.8,0.947368,0.409091] predictive_accuracy 0.815 predictive_accuracy 0.795 predictive_accuracy 0.835 predictive_accuracy 0.84 predictive_accuracy 0.8 predictive_accuracy 0.82 predictive_accuracy 0.835 predictive_accuracy 0.84 predictive_accuracy 0.885 predictive_accuracy 0.795 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 0.815 [0.95,0.9,0.95,0.85,0.9,0.95,0.35,0.85,1,0.45] recall 0.795 [1,0.8,0.95,0.85,0.7,0.9,0.5,0.9,0.95,0.4] recall 0.835 [1,0.75,1,0.8,0.85,0.9,0.65,0.8,1,0.6] recall 0.84 [1,0.75,0.95,1,1,0.9,0.65,0.85,0.95,0.35] recall 0.8 [1,0.6,0.95,0.9,0.65,0.9,0.6,0.9,1,0.5] recall 0.82 [1,0.7,1,0.8,0.7,1,0.6,1,0.95,0.45] recall 0.835 [1,0.75,0.85,0.95,0.75,0.95,0.55,1,1,0.55] recall 0.84 [1,0.7,0.95,0.9,0.75,0.9,0.7,1,0.95,0.55] recall 0.885 [1,0.75,1,0.95,0.8,0.95,0.7,1,1,0.7] recall 0.795 [1,0.85,0.9,0.85,0.7,0.95,0.35,1,0.9,0.45] relative_absolute_error 0.37078 relative_absolute_error 0.384484 relative_absolute_error 0.394309 relative_absolute_error 0.36481 relative_absolute_error 0.39264 relative_absolute_error 0.371853 relative_absolute_error 0.37181 relative_absolute_error 0.371316 relative_absolute_error 0.36162 relative_absolute_error 0.382994 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 0.158144 root_mean_squared_error 0.167307 root_mean_squared_error 0.167903 root_mean_squared_error 0.155342 root_mean_squared_error 0.17288 root_mean_squared_error 0.161103 root_mean_squared_error 0.161339 root_mean_squared_error 0.158545 root_mean_squared_error 0.150929 root_mean_squared_error 0.165719 root_relative_squared_error 0.527145 root_relative_squared_error 0.557689 root_relative_squared_error 0.559677 root_relative_squared_error 0.517807 root_relative_squared_error 0.576267 root_relative_squared_error 0.537009 root_relative_squared_error 0.537796 root_relative_squared_error 0.528483 root_relative_squared_error 0.503096 root_relative_squared_error 0.552397 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