2298289 1856 Miguel Cachada 23 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 23 cmc https://www.openml.org/data/download/23/dataset_23_cmc.arff -1 5552395 description https://api.openml.org/data/download/5552395/weka_generated_run3862322503334727126.xml -1 5552397 model_readable https://api.openml.org/data/download/5552397/WekaModel_weka.classifiers.functions.MultilayerPerceptron967096006160166198.model -1 5552396 model_serialized https://api.openml.org/data/download/5552396/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron7185266366632467285.model -1 5552398 predictions https://api.openml.org/data/download/5552398/weka_generated_predictions5014982432698171043.arff area_under_roc_curve 0.699772 [0.70986,0.703983,0.684612] average_cost 0 f_measure 0.51064 [0.6,0.408284,0.467347] kappa 0.243554 kb_relative_information_score 374.353676 mean_absolute_error 0.352765 mean_prior_absolute_error 0.430827 number_of_instances 1473 [629,333,511] precision 0.510352 [0.585477,0.402332,0.488273] predictive_accuracy 0.511881 prior_entropy 1.539226 recall 0.511881 [0.615262,0.414414,0.448141] relative_absolute_error 0.818808 root_mean_prior_squared_error 0.464112 root_mean_squared_error 0.450721 root_relative_squared_error 0.971148 total_cost 0 area_under_roc_curve 0.707676 [0.720448,0.725361,0.680109] area_under_roc_curve 0.697379 [0.722689,0.717621,0.652618] area_under_roc_curve 0.65531 [0.640616,0.610165,0.703558] area_under_roc_curve 0.675754 [0.707294,0.652313,0.651961] area_under_roc_curve 0.73446 [0.729308,0.740165,0.737132] area_under_roc_curve 0.682544 [0.677721,0.710925,0.670139] area_under_roc_curve 0.714768 [0.715986,0.778575,0.671977] area_under_roc_curve 0.680931 [0.685091,0.687932,0.671262] area_under_roc_curve 0.72875 [0.781557,0.694843,0.685458] area_under_roc_curve 0.739256 [0.720493,0.744817,0.758097] 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 0.51365 [0.624,0.393939,0.457143] f_measure 0.485024 [0.588235,0.37037,0.433962] f_measure 0.458305 [0.557143,0.31746,0.430108] f_measure 0.501987 [0.581197,0.383562,0.480769] f_measure 0.570002 [0.629921,0.40625,0.601942] f_measure 0.522608 [0.598425,0.48,0.456522] f_measure 0.521089 [0.609375,0.493151,0.430108] f_measure 0.444857 [0.556391,0.307692,0.395833] f_measure 0.532394 [0.656489,0.465753,0.422222] f_measure 0.545529 [0.603175,0.428571,0.55102] kappa 0.247245 kappa 0.196816 kappa 0.160359 kappa 0.23308 kappa 0.333837 kappa 0.270213 kappa 0.26772 kappa 0.140165 kappa 0.286815 kappa 0.297904 kb_relative_information_score 40.402245 kb_relative_information_score 37.704425 kb_relative_information_score 32.08314 kb_relative_information_score 33.484962 kb_relative_information_score 40.340858 kb_relative_information_score 33.76107 kb_relative_information_score 40.63349 kb_relative_information_score 32.710379 kb_relative_information_score 41.893602 kb_relative_information_score 41.339505 mean_absolute_error 0.347185 mean_absolute_error 0.351732 mean_absolute_error 0.366972 mean_absolute_error 0.367218 mean_absolute_error 0.343469 mean_absolute_error 0.362991 mean_absolute_error 0.345757 mean_absolute_error 0.361176 mean_absolute_error 0.337866 mean_absolute_error 0.34323 mean_prior_absolute_error 0.431193 mean_prior_absolute_error 0.431193 mean_prior_absolute_error 0.431193 mean_prior_absolute_error 0.430618 mean_prior_absolute_error 0.430618 mean_prior_absolute_error 0.430618 mean_prior_absolute_error 0.430618 mean_prior_absolute_error 0.430618 mean_prior_absolute_error 0.430618 mean_prior_absolute_error 0.43098 number_of_instances 148 [63,34,51] number_of_instances 148 [63,34,51] number_of_instances 148 [63,34,51] number_of_instances 147 [63,33,51] number_of_instances 147 [63,33,51] number_of_instances 147 [63,33,51] number_of_instances 147 [63,33,51] number_of_instances 147 [63,33,51] number_of_instances 147 [63,33,51] number_of_instances 147 [62,33,52] precision 0.514245 [0.629032,0.40625,0.444444] precision 0.492215 [0.547945,0.5,0.418182] precision 0.458912 [0.506494,0.344828,0.47619] precision 0.512063 [0.62963,0.35,0.471698] precision 0.568827 [0.625,0.419355,0.596154] precision 0.528375 [0.59375,0.428571,0.512195] precision 0.523372 [0.6,0.45,0.47619] precision 0.443169 [0.528571,0.3125,0.422222] precision 0.535438 [0.632353,0.425,0.487179] precision 0.549065 [0.59375,0.405405,0.586957] predictive_accuracy 0.513514 predictive_accuracy 0.493243 predictive_accuracy 0.466216 predictive_accuracy 0.496599 predictive_accuracy 0.571429 predictive_accuracy 0.52381 predictive_accuracy 0.52381 predictive_accuracy 0.44898 predictive_accuracy 0.537415 predictive_accuracy 0.544218 prior_entropy 1.539226 prior_entropy 1.539226 prior_entropy 1.539226 prior_entropy 1.539226 prior_entropy 1.539226 prior_entropy 1.539226 prior_entropy 1.539226 prior_entropy 1.539226 prior_entropy 1.539226 prior_entropy 1.539226 recall 0.513514 [0.619048,0.382353,0.470588] recall 0.493243 [0.634921,0.294118,0.45098] recall 0.466216 [0.619048,0.294118,0.392157] recall 0.496599 [0.539683,0.424242,0.490196] recall 0.571429 [0.634921,0.393939,0.607843] recall 0.52381 [0.603175,0.545455,0.411765] recall 0.52381 [0.619048,0.545455,0.392157] recall 0.44898 [0.587302,0.30303,0.372549] recall 0.537415 [0.68254,0.515152,0.372549] recall 0.544218 [0.612903,0.454545,0.519231] relative_absolute_error 0.805171 relative_absolute_error 0.815717 relative_absolute_error 0.851062 relative_absolute_error 0.852769 relative_absolute_error 0.79762 relative_absolute_error 0.842954 relative_absolute_error 0.802933 relative_absolute_error 0.83874 relative_absolute_error 0.784609 relative_absolute_error 0.796394 root_mean_prior_squared_error 0.464506 root_mean_prior_squared_error 0.464506 root_mean_prior_squared_error 0.464506 root_mean_prior_squared_error 0.463886 root_mean_prior_squared_error 0.463886 root_mean_prior_squared_error 0.463886 root_mean_prior_squared_error 0.463886 root_mean_prior_squared_error 0.463886 root_mean_prior_squared_error 0.463886 root_mean_prior_squared_error 0.464277 root_mean_squared_error 0.449445 root_mean_squared_error 0.452116 root_mean_squared_error 0.474854 root_mean_squared_error 0.466791 root_mean_squared_error 0.434661 root_mean_squared_error 0.455461 root_mean_squared_error 0.441832 root_mean_squared_error 0.458276 root_mean_squared_error 0.439228 root_mean_squared_error 0.432465 root_relative_squared_error 0.967576 root_relative_squared_error 0.973328 root_relative_squared_error 1.022277 root_relative_squared_error 1.006262 root_relative_squared_error 0.937 root_relative_squared_error 0.981839 root_relative_squared_error 0.952458 root_relative_squared_error 0.987908 root_relative_squared_error 0.946845 root_relative_squared_error 0.931482 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