6058238 1856 Miguel Cachada 31 Supervised Classification 5920 weka.MultilayerPerceptron(8) 4092884 weka.classifiers.functions.MultilayerPerceptron -- -L 0.5670605960145142 -M 0.3027969840312049 -N 500 -V 0 -S 1 -E 20 -H o -B -C -D L 0.5670605960145142 5920 M 0.3027969840312049 5920 N 500 5920 V 0 5920 S 1 5920 E 20 5920 B true 5920 H o 5920 C true 5920 D true 5920 weka weka_3.8.1 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 13039634 description https://api.openml.org/data/download/13039634/weka_generated_run7223220078550332680.xml -1 13039636 model_readable https://api.openml.org/data/download/13039636/WekaModel_weka.classifiers.functions.MultilayerPerceptron4749561022008939089.model -1 13039635 model_serialized https://api.openml.org/data/download/13039635/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron8496601702981187044.model -1 13039637 predictions https://api.openml.org/data/download/13039637/weka_generated_predictions2777691064403696339.arff area_under_roc_curve 0.769007 [0.769007,0.769007] average_cost 0 f_measure 0.756922 [0.844235,0.553191] kappa 0.402792 kb_relative_information_score 249.147464 mean_absolute_error 0.311964 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] os_information ['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic'] precision 0.757338 [0.799489,0.658986] predictive_accuracy 0.769 prior_entropy 0.881778 recall 0.769 [0.894286,0.476667] relative_absolute_error 0.742489 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.412171 root_relative_squared_error 0.899429 scimark_benchmark 1792.29612780338 [1107.806083893293, 1101.1171474285713, 724.2778111855862, 1721.2344036224595, 4307.045192886991] total_cost 0 usercpu_time_millis 640 usercpu_time_millis_testing 10 usercpu_time_millis_training 630 area_under_roc_curve 0.825714 [0.825714,0.825714] area_under_roc_curve 0.700476 [0.700476,0.700476] area_under_roc_curve 0.750476 [0.750476,0.750476] area_under_roc_curve 0.761429 [0.761429,0.761429] area_under_roc_curve 0.76381 [0.76381,0.76381] area_under_roc_curve 0.8 [0.8,0.8] area_under_roc_curve 0.745714 [0.745714,0.745714] area_under_roc_curve 0.807143 [0.807143,0.807143] area_under_roc_curve 0.783571 [0.783571,0.783571] area_under_roc_curve 0.827143 [0.827143,0.827143] 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 0.795635 [0.861111,0.642857] f_measure 0.691246 [0.828025,0.372093] f_measure 0.763511 [0.841379,0.581818] f_measure 0.771058 [0.834532,0.622951] f_measure 0.706029 [0.810811,0.461538] f_measure 0.784075 [0.855172,0.618182] f_measure 0.735492 [0.832215,0.509804] f_measure 0.798974 [0.872483,0.627451] f_measure 0.699096 [0.835443,0.380952] f_measure 0.798974 [0.872483,0.627451] kappa 0.50495 kappa 0.232955 kappa 0.425 kappa 0.457547 kappa 0.278351 kappa 0.475 kappa 0.348958 kappa 0.505208 kappa 0.252874 kappa 0.505208 kb_relative_information_score 28.309925 kb_relative_information_score 18.168034 kb_relative_information_score 24.191975 kb_relative_information_score 20.965111 kb_relative_information_score 22.601603 kb_relative_information_score 29.850166 kb_relative_information_score 20.956446 kb_relative_information_score 32.130675 kb_relative_information_score 22.844004 kb_relative_information_score 29.129525 mean_absolute_error 0.300556 mean_absolute_error 0.334664 mean_absolute_error 0.316183 mean_absolute_error 0.325258 mean_absolute_error 0.317162 mean_absolute_error 0.292253 mean_absolute_error 0.318326 mean_absolute_error 0.288098 mean_absolute_error 0.322657 mean_absolute_error 0.304483 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] precision 0.794179 [0.837838,0.692308] precision 0.707604 [0.747126,0.615385] precision 0.761333 [0.813333,0.64] precision 0.772277 [0.84058,0.612903] precision 0.702098 [0.769231,0.545455] precision 0.782667 [0.826667,0.68] precision 0.735081 [0.78481,0.619048] precision 0.804521 [0.822785,0.761905] precision 0.725 [0.75,0.666667] precision 0.804521 [0.822785,0.761905] predictive_accuracy 0.8 predictive_accuracy 0.73 predictive_accuracy 0.77 predictive_accuracy 0.77 predictive_accuracy 0.72 predictive_accuracy 0.79 predictive_accuracy 0.75 predictive_accuracy 0.81 predictive_accuracy 0.74 predictive_accuracy 0.81 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.8 [0.885714,0.6] recall 0.73 [0.928571,0.266667] recall 0.77 [0.871429,0.533333] recall 0.77 [0.828571,0.633333] recall 0.72 [0.857143,0.4] recall 0.79 [0.885714,0.566667] recall 0.75 [0.885714,0.433333] recall 0.81 [0.928571,0.533333] recall 0.74 [0.942857,0.266667] recall 0.81 [0.928571,0.533333] relative_absolute_error 0.715336 relative_absolute_error 0.796517 relative_absolute_error 0.752531 relative_absolute_error 0.774131 relative_absolute_error 0.754862 relative_absolute_error 0.695575 relative_absolute_error 0.757631 relative_absolute_error 0.685688 relative_absolute_error 0.767939 relative_absolute_error 0.724683 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.387784 root_mean_squared_error 0.447633 root_mean_squared_error 0.417206 root_mean_squared_error 0.415848 root_mean_squared_error 0.431691 root_mean_squared_error 0.40095 root_mean_squared_error 0.431597 root_mean_squared_error 0.384546 root_mean_squared_error 0.413414 root_mean_squared_error 0.385903 root_relative_squared_error 0.846214 root_relative_squared_error 0.976814 root_relative_squared_error 0.910418 root_relative_squared_error 0.907455 root_relative_squared_error 0.942027 root_relative_squared_error 0.874945 root_relative_squared_error 0.941822 root_relative_squared_error 0.839149 root_relative_squared_error 0.902143 root_relative_squared_error 0.84211 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 usercpu_time_millis 550 usercpu_time_millis 480 usercpu_time_millis 550 usercpu_time_millis 480 usercpu_time_millis 480 usercpu_time_millis 580 usercpu_time_millis 530 usercpu_time_millis 510 usercpu_time_millis 510 usercpu_time_millis 670 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 540 usercpu_time_millis_training 470 usercpu_time_millis_training 540 usercpu_time_millis_training 470 usercpu_time_millis_training 480 usercpu_time_millis_training 580 usercpu_time_millis_training 530 usercpu_time_millis_training 500 usercpu_time_millis_training 510 usercpu_time_millis_training 670