2298907 1856 Miguel Cachada 15 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 15 breast-w https://www.openml.org/data/download/52350/openml_phpJNxH0q -1 5553695 description https://api.openml.org/data/download/5553695/weka_generated_run742026671992216405.xml -1 5553697 model_readable https://api.openml.org/data/download/5553697/WekaModel_weka.classifiers.functions.MultilayerPerceptron2225808871776180283.model -1 5553696 model_serialized https://api.openml.org/data/download/5553696/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron637705546388250521.model -1 5553698 predictions https://api.openml.org/data/download/5553698/weka_generated_predictions1953934149437499549.arff area_under_roc_curve 0.992009 [0.992009,0.992009] average_cost 0 f_measure 0.959982 [0.969365,0.942149] kappa 0.911515 kb_relative_information_score 615.648506 mean_absolute_error 0.055413 mean_prior_absolute_error 0.45195 number_of_instances 699 [458,241] precision 0.960038 [0.971491,0.938272] predictive_accuracy 0.959943 prior_entropy 0.929728 recall 0.959943 [0.967249,0.946058] relative_absolute_error 0.122609 root_mean_prior_squared_error 0.475296 root_mean_squared_error 0.180421 root_relative_squared_error 0.379597 total_cost 0 area_under_roc_curve 0.994565 [0.994565,0.994565] area_under_roc_curve 0.98913 [0.98913,0.98913] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.995471 [0.995471,0.995471] area_under_roc_curve 0.998188 [0.998188,0.998188] area_under_roc_curve 0.997283 [0.997283,0.997283] area_under_roc_curve 0.998188 [0.998188,0.998188] area_under_roc_curve 0.983696 [0.983696,0.983696] area_under_roc_curve 0.986667 [0.986667,0.986667] area_under_roc_curve 0.994444 [0.994444,0.994444] 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 0.942857 [0.956522,0.916667] f_measure 0.971683 [0.977778,0.96] f_measure 0.971111 [0.978723,0.956522] f_measure 0.971683 [0.977778,0.96] f_measure 0.971429 [0.978261,0.958333] f_measure 0.971429 [0.978261,0.958333] f_measure 0.971111 [0.978723,0.956522] f_measure 0.957345 [0.967033,0.938776] f_measure 0.928235 [0.945055,0.897959] f_measure 0.94253 [0.954545,0.92] kappa 0.873188 kappa 0.937833 kappa 0.935305 kappa 0.937833 kappa 0.936594 kappa 0.936594 kappa 0.935305 kappa 0.90583 kappa 0.843049 kappa 0.874659 kb_relative_information_score 60.861443 kb_relative_information_score 62.485825 kb_relative_information_score 65.476406 kb_relative_information_score 60.963687 kb_relative_information_score 65.04984 kb_relative_information_score 63.972841 kb_relative_information_score 59.797404 kb_relative_information_score 59.339181 kb_relative_information_score 58.663071 kb_relative_information_score 59.03881 mean_absolute_error 0.059588 mean_absolute_error 0.050647 mean_absolute_error 0.029312 mean_absolute_error 0.060453 mean_absolute_error 0.033173 mean_absolute_error 0.039307 mean_absolute_error 0.068529 mean_absolute_error 0.068667 mean_absolute_error 0.077988 mean_absolute_error 0.066628 mean_prior_absolute_error 0.451355 mean_prior_absolute_error 0.451355 mean_prior_absolute_error 0.451355 mean_prior_absolute_error 0.451355 mean_prior_absolute_error 0.451355 mean_prior_absolute_error 0.451355 mean_prior_absolute_error 0.451355 mean_prior_absolute_error 0.451355 mean_prior_absolute_error 0.455777 mean_prior_absolute_error 0.452893 number_of_instances 70 [46,24] number_of_instances 70 [46,24] number_of_instances 70 [46,24] number_of_instances 70 [46,24] number_of_instances 70 [46,24] number_of_instances 70 [46,24] number_of_instances 70 [46,24] number_of_instances 70 [46,24] number_of_instances 70 [45,25] number_of_instances 69 [45,24] precision 0.942857 [0.956522,0.916667] precision 0.973626 [1,0.923077] precision 0.972619 [0.958333,1] precision 0.973626 [1,0.923077] precision 0.971429 [0.978261,0.958333] precision 0.971429 [0.978261,0.958333] precision 0.972619 [0.958333,1] precision 0.957968 [0.977778,0.92] precision 0.928313 [0.934783,0.916667] precision 0.944699 [0.976744,0.884615] predictive_accuracy 0.942857 predictive_accuracy 0.971429 predictive_accuracy 0.971429 predictive_accuracy 0.971429 predictive_accuracy 0.971429 predictive_accuracy 0.971429 predictive_accuracy 0.971429 predictive_accuracy 0.957143 predictive_accuracy 0.928571 predictive_accuracy 0.942029 prior_entropy 0.929728 prior_entropy 0.929728 prior_entropy 0.929728 prior_entropy 0.929728 prior_entropy 0.929728 prior_entropy 0.929728 prior_entropy 0.929728 prior_entropy 0.929728 prior_entropy 0.929728 prior_entropy 0.929728 recall 0.942857 [0.956522,0.916667] recall 0.971429 [0.956522,1] recall 0.971429 [1,0.916667] recall 0.971429 [0.956522,1] recall 0.971429 [0.978261,0.958333] recall 0.971429 [0.978261,0.958333] recall 0.971429 [1,0.916667] recall 0.957143 [0.956522,0.958333] recall 0.928571 [0.955556,0.88] recall 0.942029 [0.933333,0.958333] relative_absolute_error 0.13202 relative_absolute_error 0.112211 relative_absolute_error 0.064943 relative_absolute_error 0.133937 relative_absolute_error 0.073496 relative_absolute_error 0.087086 relative_absolute_error 0.15183 relative_absolute_error 0.152136 relative_absolute_error 0.17111 relative_absolute_error 0.147115 root_mean_prior_squared_error 0.47467 root_mean_prior_squared_error 0.47467 root_mean_prior_squared_error 0.47467 root_mean_prior_squared_error 0.47467 root_mean_prior_squared_error 0.47467 root_mean_prior_squared_error 0.47467 root_mean_prior_squared_error 0.47467 root_mean_prior_squared_error 0.47467 root_mean_prior_squared_error 0.479306 root_mean_prior_squared_error 0.476288 root_mean_squared_error 0.176933 root_mean_squared_error 0.171338 root_mean_squared_error 0.115603 root_mean_squared_error 0.168548 root_mean_squared_error 0.115745 root_mean_squared_error 0.157877 root_mean_squared_error 0.190946 root_mean_squared_error 0.218811 root_mean_squared_error 0.234097 root_mean_squared_error 0.214031 root_relative_squared_error 0.37275 root_relative_squared_error 0.360961 root_relative_squared_error 0.243544 root_relative_squared_error 0.355085 root_relative_squared_error 0.243842 root_relative_squared_error 0.332604 root_relative_squared_error 0.40227 root_relative_squared_error 0.460976 root_relative_squared_error 0.488408 root_relative_squared_error 0.449374 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