2290950 1856 Miguel Cachada 30 Supervised Classification predictive_accuracy 5920 weka.MultilayerPerceptron(8) 381281 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H o L 0.3 5920 M 0.2 5920 N 500 5920 V 0 5920 S 0 5920 E 20 5920 H o 5920 weka weka_3.8.1 30 page-blocks https://www.openml.org/data/download/30/dataset_30_page-blocks.arff -1 5537505 description https://api.openml.org/data/download/5537505/weka_generated_run7105122034880784321.xml -1 5537507 model_readable https://api.openml.org/data/download/5537507/WekaModel_weka.classifiers.functions.MultilayerPerceptron429853319682057595.model -1 5537506 model_serialized https://api.openml.org/data/download/5537506/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron1844033387070278732.model -1 5537508 predictions https://api.openml.org/data/download/5537508/weka_generated_predictions8652742866556781180.arff area_under_roc_curve 0.965831 [0.96639,0.974084,0.834757,0.987966,0.933325] average_cost 0 f_measure 0.960896 [0.980396,0.852512,0.439024,0.843373,0.654867] kappa 0.789559 kb_relative_information_score 3728.900275 mean_absolute_error 0.022903 mean_prior_absolute_error 0.076155 number_of_instances 5473 [4913,329,28,88,115] precision 0.960775 [0.97351,0.913194,0.692308,0.897436,0.666667] predictive_accuracy 0.962361 prior_entropy 0.639139 recall 0.962361 [0.98738,0.799392,0.321429,0.795455,0.643478] relative_absolute_error 0.300736 root_mean_prior_squared_error 0.19485 root_mean_squared_error 0.113286 root_relative_squared_error 0.581399 total_cost 0 area_under_roc_curve 0.947522 [0.947481,0.956723,1,0.971552,0.88776] area_under_roc_curve 0.979432 [0.981453,0.9797,0.940061,0.993816,0.887168] area_under_roc_curve 0.972177 [0.972797,0.94725,0.992661,0.998351,0.988495] area_under_roc_curve 0.962837 [0.963958,0.965541,0.611468,0.998554,0.941277] area_under_roc_curve 0.991833 [0.991253,0.995844,0.995413,0.999587,0.998131] area_under_roc_curve 0.964437 [0.963813,0.989742,1,0.994202,0.891667] area_under_roc_curve 0.974329 [0.974869,0.962387,0.992647,1,0.963396] area_under_roc_curve 0.966659 [0.967559,0.965275,1,0.964684,0.923168] area_under_roc_curve 0.927837 [0.929935,0.96504,0.136642,0.977489,0.897727] area_under_roc_curve 0.968328 [0.969705,0.98815,0.374081,1,0.983548] 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 0.949102 [0.975904,0.785714,0,0.875,0.56] f_measure 0.956857 [0.979757,0.865672,0,0.75,0.636364] f_measure 0.950637 [0.976884,0.792453,0,0.842105,0.615385] f_measure 0.960216 [0.980827,0.90625,0,0.8,0.545455] f_measure 0.973976 [0.986855,0.866667,0.666667,0.888889,0.857143] f_measure 0.954369 [0.976555,0.80597,0.75,0.8,0.608696] f_measure 0.963117 [0.98288,0.827586,0,0.941176,0.782609] f_measure 0.959804 [0.977597,0.865672,1,0.75,0.608696] f_measure 0.959601 [0.980866,0.885246,0,0.75,0.666667] f_measure 0.97285 [0.98583,0.90625,0.5,1,0.7] kappa 0.722586 kappa 0.780664 kappa 0.736021 kappa 0.791667 kappa 0.857135 kappa 0.761319 kappa 0.809548 kappa 0.788141 kappa 0.788108 kappa 0.858122 kb_relative_information_score 350.210122 kb_relative_information_score 369.718675 kb_relative_information_score 385.363678 kb_relative_information_score 386.163551 kb_relative_information_score 415.348073 kb_relative_information_score 356.208944 kb_relative_information_score 384.74205 kb_relative_information_score 357.092305 kb_relative_information_score 350.711394 kb_relative_information_score 373.341483 mean_absolute_error 0.025588 mean_absolute_error 0.022227 mean_absolute_error 0.023298 mean_absolute_error 0.019536 mean_absolute_error 0.019844 mean_absolute_error 0.026015 mean_absolute_error 0.02142 mean_absolute_error 0.025095 mean_absolute_error 0.024287 mean_absolute_error 0.021713 mean_prior_absolute_error 0.076111 mean_prior_absolute_error 0.076111 mean_prior_absolute_error 0.076139 mean_prior_absolute_error 0.076163 mean_prior_absolute_error 0.076163 mean_prior_absolute_error 0.076171 mean_prior_absolute_error 0.076171 mean_prior_absolute_error 0.076175 mean_prior_absolute_error 0.076175 mean_prior_absolute_error 0.076175 number_of_instances 548 [492,33,3,9,11] number_of_instances 548 [492,33,3,9,11] number_of_instances 548 [492,32,3,9,12] number_of_instances 547 [491,33,2,9,12] number_of_instances 547 [491,33,2,9,12] number_of_instances 547 [491,33,3,8,12] number_of_instances 547 [491,33,3,8,12] number_of_instances 547 [491,33,3,9,11] number_of_instances 547 [491,33,3,9,11] number_of_instances 547 [491,33,3,9,11] precision 0.949806 [0.964286,0.956522,0,1,0.5] precision 0.954303 [0.975806,0.852941,0,0.857143,0.636364] precision 0.951513 [0.966203,1,0,0.8,0.571429] precision 0.958543 [0.972,0.935484,0,1,0.6] precision 0.976085 [0.97992,0.962963,0.5,0.888889,1] precision 0.955168 [0.977551,0.794118,0.6,0.857143,0.636364] precision 0.961455 [0.972112,0.96,0,0.888889,0.818182] precision 0.960289 [0.977597,0.852941,1,0.857143,0.583333] precision 0.957156 [0.97012,0.964286,0,0.857143,0.7] precision 0.973578 [0.979879,0.935484,1,1,0.777778] predictive_accuracy 0.952555 predictive_accuracy 0.959854 predictive_accuracy 0.95438 predictive_accuracy 0.963437 predictive_accuracy 0.974406 predictive_accuracy 0.954296 predictive_accuracy 0.967093 predictive_accuracy 0.959781 predictive_accuracy 0.963437 predictive_accuracy 0.974406 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 recall 0.952555 [0.987805,0.666667,0,0.777778,0.636364] recall 0.959854 [0.98374,0.878788,0,0.666667,0.636364] recall 0.95438 [0.987805,0.65625,0,0.888889,0.666667] recall 0.963437 [0.989817,0.878788,0,0.666667,0.5] recall 0.974406 [0.99389,0.787879,1,0.888889,0.75] recall 0.954296 [0.97556,0.818182,1,0.75,0.583333] recall 0.967093 [0.99389,0.727273,0,1,0.75] recall 0.959781 [0.977597,0.878788,1,0.666667,0.636364] recall 0.963437 [0.991853,0.818182,0,0.666667,0.636364] recall 0.974406 [0.991853,0.878788,0.333333,1,0.636364] relative_absolute_error 0.336187 relative_absolute_error 0.292031 relative_absolute_error 0.305996 relative_absolute_error 0.256501 relative_absolute_error 0.260549 relative_absolute_error 0.341534 relative_absolute_error 0.281207 relative_absolute_error 0.329437 relative_absolute_error 0.318834 relative_absolute_error 0.285038 root_mean_prior_squared_error 0.194736 root_mean_prior_squared_error 0.194736 root_mean_prior_squared_error 0.194809 root_mean_prior_squared_error 0.19487 root_mean_prior_squared_error 0.19487 root_mean_prior_squared_error 0.19489 root_mean_prior_squared_error 0.19489 root_mean_prior_squared_error 0.194899 root_mean_prior_squared_error 0.194899 root_mean_prior_squared_error 0.194899 root_mean_squared_error 0.12507 root_mean_squared_error 0.116897 root_mean_squared_error 0.117418 root_mean_squared_error 0.113318 root_mean_squared_error 0.094375 root_mean_squared_error 0.123195 root_mean_squared_error 0.10968 root_mean_squared_error 0.11155 root_mean_squared_error 0.115614 root_mean_squared_error 0.102319 root_relative_squared_error 0.642255 root_relative_squared_error 0.600288 root_relative_squared_error 0.602732 root_relative_squared_error 0.581505 root_relative_squared_error 0.484296 root_relative_squared_error 0.632125 root_relative_squared_error 0.562779 root_relative_squared_error 0.572346 root_relative_squared_error 0.593197 root_relative_squared_error 0.524983 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