1665052 1 Jan van Rijn 43 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 44 spambase https://www.openml.org/data/download/44/dataset_44_spambase.arff -1 4226782 description https://api.openml.org/data/download/4226782/weka_generated_run944162621531191519.xml -1 4226785 model_readable https://api.openml.org/data/download/4226785/WekaModel_weka.classifiers.functions.VotedPerceptron2879912845134907892.model -1 4226784 model_serialized https://api.openml.org/data/download/4226784/WekaSerialized_weka.classifiers.functions.VotedPerceptron209452769160984940.model -1 4226783 predictions https://api.openml.org/data/download/4226783/weka_generated_predictions5583132935618166079.arff area_under_roc_curve 0.575008 [0.575008,0.575008] average_cost 0 f_measure 0.410943 [0.287186,0.601254] kappa 0.121782 kb_relative_information_score -425.066537 mean_absolute_error 0.511439 mean_prior_absolute_error 0.477557 number_of_instances 4601 [2788,1813] precision 0.730885 [0.923977,0.433953] predictive_accuracy 0.488589 prior_entropy 0.967389 recall 0.488589 [0.170014,0.978489] relative_absolute_error 1.070949 root_mean_prior_squared_error 0.488645 root_mean_squared_error 0.715029 root_relative_squared_error 1.46329 total_cost 0 area_under_roc_curve 0.582043 [0.582043,0.582043] area_under_roc_curve 0.545814 [0.545814,0.545814] area_under_roc_curve 0.542928 [0.542928,0.542928] area_under_roc_curve 0.543011 [0.543011,0.543011] area_under_roc_curve 0.577299 [0.577299,0.577299] area_under_roc_curve 0.545367 [0.545367,0.545367] area_under_roc_curve 0.584229 [0.584229,0.584229] area_under_roc_curve 0.657449 [0.657449,0.657449] area_under_roc_curve 0.602576 [0.602576,0.602576] area_under_roc_curve 0.568645 [0.568645,0.568645] 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 0.423848 [0.305389,0.605442] f_measure 0.339917 [0.176471,0.589577] f_measure 0.347885 [0.192308,0.585526] f_measure 0.32694 [0.158416,0.58671] f_measure 0.42533 [0.312684,0.598967] f_measure 0.361103 [0.214511,0.587065] f_measure 0.414683 [0.288344,0.609428] f_measure 0.565046 [0.510417,0.649254] f_measure 0.461953 [0.363112,0.614311] f_measure 0.404482 [0.282282,0.592845] kappa 0.132475 kappa 0.074062 kappa 0.069782 kappa 0.068959 kappa 0.124775 kappa 0.080856 kappa 0.137505 kappa 0.267429 kappa 0.164502 kappa 0.106528 kb_relative_information_score -34.509289 kb_relative_information_score -77.781042 kb_relative_information_score -78.248217 kb_relative_information_score -84.830176 kb_relative_information_score -37.840994 kb_relative_information_score -72.005066 kb_relative_information_score -35.704934 kb_relative_information_score 58.116111 kb_relative_information_score -11.670618 kb_relative_information_score -50.592312 mean_absolute_error 0.503518 mean_absolute_error 0.547826 mean_absolute_error 0.548411 mean_absolute_error 0.554348 mean_absolute_error 0.506522 mean_absolute_error 0.54129 mean_absolute_error 0.504348 mean_absolute_error 0.40892 mean_absolute_error 0.479747 mean_absolute_error 0.519475 mean_prior_absolute_error 0.477715 mean_prior_absolute_error 0.477897 mean_prior_absolute_error 0.477897 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 number_of_instances 461 [279,182] number_of_instances 460 [278,182] number_of_instances 460 [278,182] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] precision 0.734278 [0.927273,0.438424] precision 0.748535 [0.964286,0.418981] precision 0.698568 [0.882353,0.41784] precision 0.769869 [1,0.415138] precision 0.706924 [0.883333,0.435] precision 0.707714 [0.894737,0.419431] precision 0.778966 [1,0.438257] precision 0.758947 [0.933333,0.490141] precision 0.738588 [0.926471,0.44898] precision 0.696532 [0.87037,0.428571] predictive_accuracy 0.496746 predictive_accuracy 0.452174 predictive_accuracy 0.452174 predictive_accuracy 0.445652 predictive_accuracy 0.493478 predictive_accuracy 0.458696 predictive_accuracy 0.495652 predictive_accuracy 0.591304 predictive_accuracy 0.519565 predictive_accuracy 0.480435 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 recall 0.496746 [0.182796,0.978022] recall 0.452174 [0.097122,0.994505] recall 0.452174 [0.107914,0.978022] recall 0.445652 [0.086022,1] recall 0.493478 [0.189964,0.961326] recall 0.458696 [0.121864,0.977901] recall 0.495652 [0.168459,1] recall 0.591304 [0.351254,0.961326] recall 0.519565 [0.225806,0.972376] recall 0.480435 [0.168459,0.961326] relative_absolute_error 1.054012 relative_absolute_error 1.146326 relative_absolute_error 1.14755 relative_absolute_error 1.161092 relative_absolute_error 1.06092 relative_absolute_error 1.133742 relative_absolute_error 1.056366 relative_absolute_error 0.856491 relative_absolute_error 1.004839 relative_absolute_error 1.088049 root_mean_prior_squared_error 0.488807 root_mean_prior_squared_error 0.488993 root_mean_prior_squared_error 0.488993 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_squared_error 0.709426 root_mean_squared_error 0.740153 root_mean_squared_error 0.740259 root_mean_squared_error 0.744545 root_mean_squared_error 0.711703 root_mean_squared_error 0.735714 root_mean_squared_error 0.710175 root_mean_squared_error 0.639147 root_mean_squared_error 0.692258 root_mean_squared_error 0.720666 root_relative_squared_error 1.451341 root_relative_squared_error 1.513627 root_relative_squared_error 1.513844 root_relative_squared_error 1.524078 root_relative_squared_error 1.456851 root_relative_squared_error 1.506001 root_relative_squared_error 1.453721 root_relative_squared_error 1.308328 root_relative_squared_error 1.417047 root_relative_squared_error 1.475198 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