1665107 1 Jan van Rijn 14966 Supervised Classification 1965 weka.VotedPerceptron(5) 2885 weka.classifiers.functions.VotedPerceptron -- -I 1 -E 1.0 -S 1 -M 10000 I 1 1965 E 1.0 1965 S 1 1965 M 10000 1965 weka weka_3.7.13 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 4227002 description https://api.openml.org/data/download/4227002/weka_generated_run8894558489053534561.xml -1 4227005 model_readable https://api.openml.org/data/download/4227005/WekaModel_weka.classifiers.functions.VotedPerceptron4397034611230987917.model -1 4227004 model_serialized https://api.openml.org/data/download/4227004/WekaSerialized_weka.classifiers.functions.VotedPerceptron2941937805616391580.model -1 4227003 predictions https://api.openml.org/data/download/4227003/weka_generated_predictions7895942010442274207.arff area_under_roc_curve 0.752865 [0.752865,0.752865] average_cost 0 f_measure 0.757019 [0.722426,0.78622] kappa 0.509671 kb_relative_information_score 1920.069446 mean_absolute_error 0.241555 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.758746 [0.76212,0.755898] predictive_accuracy 0.758464 prior_entropy 0.994847 recall 0.758464 [0.686663,0.819076] relative_absolute_error 0.486584 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.491295 root_relative_squared_error 0.986118 total_cost 0 area_under_roc_curve 0.738272 [0.738272,0.738272] area_under_roc_curve 0.74327 [0.74327,0.74327] area_under_roc_curve 0.762688 [0.762688,0.762688] area_under_roc_curve 0.782965 [0.782965,0.782965] area_under_roc_curve 0.77085 [0.77085,0.77085] area_under_roc_curve 0.751403 [0.751403,0.751403] area_under_roc_curve 0.752205 [0.752205,0.752205] area_under_roc_curve 0.747148 [0.747148,0.747148] area_under_roc_curve 0.764634 [0.764634,0.764634] area_under_roc_curve 0.715629 [0.715629,0.715629] 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 0.739094 [0.711765,0.762136] f_measure 0.747971 [0.713415,0.777251] f_measure 0.766603 [0.720779,0.80543] f_measure 0.785508 [0.756098,0.810427] f_measure 0.77667 [0.741433,0.806527] f_measure 0.75442 [0.729412,0.77561] f_measure 0.757698 [0.71875,0.790698] f_measure 0.750474 [0.713846,0.781176] f_measure 0.769773 [0.739394,0.795238] f_measure 0.720822 [0.679012,0.755869] kappa 0.473961 kappa 0.491606 kappa 0.530677 kappa 0.567324 kappa 0.54969 kappa 0.505078 kappa 0.511493 kappa 0.496077 kappa 0.535115 kappa 0.436204 kb_relative_information_score 178.008193 kb_relative_information_score 185.133103 kb_relative_information_score 202.304225 kb_relative_information_score 213.427069 kb_relative_information_score 207.360776 kb_relative_information_score 189.171004 kb_relative_information_score 193.216013 kb_relative_information_score 186.750542 kb_relative_information_score 201.02357 kb_relative_information_score 163.67495 mean_absolute_error 0.260512 mean_absolute_error 0.250667 mean_absolute_error 0.228 mean_absolute_error 0.213327 mean_absolute_error 0.221334 mean_absolute_error 0.24534 mean_absolute_error 0.24 mean_absolute_error 0.24827 mean_absolute_error 0.229388 mean_absolute_error 0.278667 mean_prior_absolute_error 0.496406 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 number_of_instances 376 [172,204] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [171,204] number_of_instances 375 [171,204] number_of_instances 375 [171,204] precision 0.738994 [0.720238,0.754808] precision 0.749382 [0.75,0.748858] precision 0.777522 [0.816176,0.74477] precision 0.787266 [0.794872,0.780822] precision 0.780701 [0.798658,0.765487] precision 0.754346 [0.738095,0.768116] precision 0.7618 [0.777027,0.748899] precision 0.752096 [0.753247,0.751131] precision 0.770479 [0.767296,0.773148] precision 0.722366 [0.718954,0.725225] predictive_accuracy 0.739362 predictive_accuracy 0.749333 predictive_accuracy 0.770667 predictive_accuracy 0.786667 predictive_accuracy 0.778667 predictive_accuracy 0.754667 predictive_accuracy 0.76 predictive_accuracy 0.752 predictive_accuracy 0.770667 predictive_accuracy 0.722667 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 recall 0.739362 [0.703488,0.769608] recall 0.749333 [0.680233,0.807882] recall 0.770667 [0.645349,0.876847] recall 0.786667 [0.72093,0.842365] recall 0.778667 [0.69186,0.852217] recall 0.754667 [0.72093,0.783251] recall 0.76 [0.668605,0.837438] recall 0.752 [0.678363,0.813725] recall 0.770667 [0.71345,0.818627] recall 0.722667 [0.643275,0.789216] relative_absolute_error 0.524797 relative_absolute_error 0.504859 relative_absolute_error 0.459206 relative_absolute_error 0.429654 relative_absolute_error 0.445781 relative_absolute_error 0.49413 relative_absolute_error 0.483375 relative_absolute_error 0.500258 relative_absolute_error 0.462211 relative_absolute_error 0.561507 root_mean_prior_squared_error 0.498186 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_squared_error 0.510286 root_mean_squared_error 0.500666 root_mean_squared_error 0.476795 root_mean_squared_error 0.461866 root_mean_squared_error 0.470461 root_mean_squared_error 0.495311 root_mean_squared_error 0.489898 root_mean_squared_error 0.497939 root_mean_squared_error 0.478889 root_mean_squared_error 0.527257 root_relative_squared_error 1.024288 root_relative_squared_error 1.00477 root_relative_squared_error 0.956863 root_relative_squared_error 0.926903 root_relative_squared_error 0.944152 root_relative_squared_error 0.994023 root_relative_squared_error 0.983159 root_relative_squared_error 0.999749 root_relative_squared_error 0.961501 root_relative_squared_error 1.058614 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