2299094 1856 Miguel Cachada 26 Supervised Classification predictive_accuracy 5920 weka.MultilayerPerceptron(8) 386209 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H o L 0.3 5920 M 0.2 5920 N 100 5920 V 0 5920 S 0 5920 E 20 5920 H o 5920 study_70 weka weka_3.8.1 26 nursery https://www.openml.org/data/download/26/dataset_26_nursery.arff -1 5554105 description https://api.openml.org/data/download/5554105/weka_generated_run4321379095655746284.xml -1 5554107 model_readable https://api.openml.org/data/download/5554107/WekaModel_weka.classifiers.functions.MultilayerPerceptron1720046636658658274.model -1 5554106 model_serialized https://api.openml.org/data/download/5554106/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron8218761029586130536.model -1 5554108 predictions https://api.openml.org/data/download/5554108/weka_generated_predictions1586426632465015659.arff area_under_roc_curve 0.996197 [0.999944,0.862942,0.992445,0.99184,0.99716] average_cost 0 f_measure 0.976808 [0.996999,0,0.840391,0.965222,0.979007] kappa 0.966386 kb_relative_information_score 12389.621393 mean_absolute_error 0.01451 mean_prior_absolute_error 0.27303 number_of_instances 12960 [4320,2,328,4266,4044] precision 0.977114 [0.994245,0,0.902098,0.981114,0.961163] predictive_accuracy 0.977083 prior_entropy 1.717571 recall 0.977083 [0.999769,0,0.786585,0.949836,0.997527] relative_absolute_error 0.053144 root_mean_prior_squared_error 0.369467 root_mean_squared_error 0.083878 root_relative_squared_error 0.227025 total_cost 0 area_under_roc_curve 0.998374 [1,0.0,0.990211,0.99689,0.998871] area_under_roc_curve 0.998549 [1,0.0,1,0.997531,0.997955] area_under_roc_curve 0.994773 [1,0.0,0.997793,0.990662,0.993282] area_under_roc_curve 0.998235 [1,0.0,0.987524,0.997298,0.998212] area_under_roc_curve 0.996073 [1,0.0,0.99904,0.989666,0.998404] area_under_roc_curve 0.990478 [0.999984,0.0,0.994518,0.974425,0.99695] area_under_roc_curve 0.995736 [1,0.0,0.966578,0.993584,0.995828] area_under_roc_curve 0.995818 [1,0.0,0.998105,0.99175,0.995448] area_under_roc_curve 0.997222 [0.999997,0.830888,0.997441,0.995166,0.996816] area_under_roc_curve 0.997745 [1,0.903861,0.994141,0.995002,0.998742] 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 0.984628 [1,0,0.852941,0.976303,0.987745] f_measure 0.97808 [1,0,0.68,0.969767,0.987775] f_measure 0.972129 [1,0,0.923077,0.956311,0.963051] f_measure 0.979636 [1,0,0.68,0.972222,0.990172] f_measure 0.982219 [0.997691,0,0.833333,0.971698,0.988957] f_measure 0.964457 [0.977376,0,0.842105,0.945586,0.980583] f_measure 0.983707 [0.997691,0,0.90625,0.977408,0.98173] f_measure 0.964485 [0.998841,0,0.885714,0.944785,0.954976] f_measure 0.977242 [0.998844,0,0.925373,0.966265,0.972256] f_measure 0.979437 [1,0,0.793651,0.970344,0.984166] kappa 0.977408 kappa 0.970449 kappa 0.959312 kappa 0.97272 kappa 0.972845 kappa 0.94898 kappa 0.976248 kappa 0.948101 kappa 0.96725 kappa 0.970594 kb_relative_information_score 1241.723558 kb_relative_information_score 1256.892665 kb_relative_information_score 1227.466727 kb_relative_information_score 1255.559218 kb_relative_information_score 1253.652611 kb_relative_information_score 1213.323553 kb_relative_information_score 1244.580542 kb_relative_information_score 1223.349012 kb_relative_information_score 1235.874395 kb_relative_information_score 1237.199113 mean_absolute_error 0.013821 mean_absolute_error 0.010997 mean_absolute_error 0.017332 mean_absolute_error 0.01086 mean_absolute_error 0.011714 mean_absolute_error 0.020379 mean_absolute_error 0.012182 mean_absolute_error 0.018413 mean_absolute_error 0.015666 mean_absolute_error 0.013737 mean_prior_absolute_error 0.273027 mean_prior_absolute_error 0.273027 mean_prior_absolute_error 0.273027 mean_prior_absolute_error 0.273027 mean_prior_absolute_error 0.273027 mean_prior_absolute_error 0.273027 mean_prior_absolute_error 0.273032 mean_prior_absolute_error 0.273032 mean_prior_absolute_error 0.27304 mean_prior_absolute_error 0.27304 number_of_instances 1296 [432,0,33,427,404] number_of_instances 1296 [432,0,33,427,404] number_of_instances 1296 [432,0,33,427,404] number_of_instances 1296 [432,0,33,427,404] number_of_instances 1296 [432,0,33,427,404] number_of_instances 1296 [432,0,33,427,404] number_of_instances 1296 [432,0,33,426,405] number_of_instances 1296 [432,0,33,426,405] number_of_instances 1296 [432,1,32,426,405] number_of_instances 1296 [432,1,32,426,405] precision 0.984875 [1,0,0.828571,0.98801,0.978155] precision 0.980296 [1,0,1,0.963048,0.975845] precision 0.973704 [1,0,0.9375,0.992443,0.928736] precision 0.981861 [1,0,1,0.961098,0.982927] precision 0.983467 [0.995392,0,0.925926,0.978622,0.980535] precision 0.965962 [0.955752,0,1,0.9775,0.961905] precision 0.983887 [0.995392,0,0.935484,0.990361,0.96875] precision 0.966864 [1,0,0.837838,0.989717,0.917995] precision 0.977718 [0.997691,0,0.885714,0.992574,0.950472] precision 0.979129 [1,0,0.806452,0.980815,0.971154] predictive_accuracy 0.984568 predictive_accuracy 0.979938 predictive_accuracy 0.972222 predictive_accuracy 0.981481 predictive_accuracy 0.981481 predictive_accuracy 0.965278 predictive_accuracy 0.983796 predictive_accuracy 0.964506 predictive_accuracy 0.977623 predictive_accuracy 0.979938 prior_entropy 1.717571 prior_entropy 1.717571 prior_entropy 1.717571 prior_entropy 1.717571 prior_entropy 1.717571 prior_entropy 1.717571 prior_entropy 1.717571 prior_entropy 1.717571 prior_entropy 1.717571 prior_entropy 1.717571 recall 0.984568 [1,0,0.878788,0.964871,0.997525] recall 0.979938 [1,0,0.515152,0.976581,1] recall 0.972222 [1,0,0.909091,0.922717,1] recall 0.981481 [1,0,0.515152,0.983607,0.997525] recall 0.981481 [1,0,0.757576,0.964871,0.997525] recall 0.965278 [1,0,0.727273,0.915691,1] recall 0.983796 [1,0,0.878788,0.964789,0.995062] recall 0.964506 [0.997685,0,0.939394,0.903756,0.995062] recall 0.977623 [1,0,0.96875,0.941315,0.995062] recall 0.979938 [1,0,0.78125,0.960094,0.997531] relative_absolute_error 0.05062 relative_absolute_error 0.040277 relative_absolute_error 0.06348 relative_absolute_error 0.039776 relative_absolute_error 0.042904 relative_absolute_error 0.074642 relative_absolute_error 0.044617 relative_absolute_error 0.067438 relative_absolute_error 0.057378 relative_absolute_error 0.050312 root_mean_prior_squared_error 0.369462 root_mean_prior_squared_error 0.369462 root_mean_prior_squared_error 0.369462 root_mean_prior_squared_error 0.369462 root_mean_prior_squared_error 0.369462 root_mean_prior_squared_error 0.369462 root_mean_prior_squared_error 0.36947 root_mean_prior_squared_error 0.36947 root_mean_prior_squared_error 0.36948 root_mean_prior_squared_error 0.36948 root_mean_squared_error 0.075476 root_mean_squared_error 0.065314 root_mean_squared_error 0.092564 root_mean_squared_error 0.065154 root_mean_squared_error 0.072823 root_mean_squared_error 0.109742 root_mean_squared_error 0.078423 root_mean_squared_error 0.099741 root_mean_squared_error 0.085304 root_mean_squared_error 0.082815 root_relative_squared_error 0.204287 root_relative_squared_error 0.176781 root_relative_squared_error 0.250538 root_relative_squared_error 0.176349 root_relative_squared_error 0.197104 root_relative_squared_error 0.297031 root_relative_squared_error 0.212259 root_relative_squared_error 0.269957 root_relative_squared_error 0.230877 root_relative_squared_error 0.22414 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