558876 939 Martijn Post 3662 Supervised Classification predictive_accuracy 3476 weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1) 5786 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.GainRatioAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.lazy.IBk -- -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" K 1 1721 W 0 1721 A true 1721 T -1.7976931348623157E308 2118 N -1 2118 S weka.attributeSelection.Ranker 3476 W weka.classifiers.lazy.IBk 3476 weka weka_3.7.13 797 fri_c4_1000_50 https://www.openml.org/data/download/53331/fri_c4_1000_50.arff -1 1926006 description https://api.openml.org/data/download/1926006/weka_generated_run4639645343485210071.xml -1 1926008 model_readable https://api.openml.org/data/download/1926008/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier6408916550177095612.model -1 1926007 model_serialized https://api.openml.org/data/download/1926007/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier3753715100329981180.model -1 1926009 predictions https://api.openml.org/data/download/1926009/weka_generated_predictions4675912475788661570.arff area_under_roc_curve 0.523864 [0.523864,0.523864] average_cost 0 f_measure 0.530326 [0.469526,0.578097] kappa 0.047658 kb_relative_information_score 40.111871 mean_absolute_error 0.470067 mean_prior_absolute_error 0.492814 number_of_instances 1000 [440,560] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.530689 [0.466368,0.581227] predictive_accuracy 0.53 prior_entropy 0.989629 recall 0.53 [0.472727,0.575] relative_absolute_error 0.953841 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.684806 root_relative_squared_error 1.37958 scimark_benchmark 1744.865206 [1052.9674971805453, 1396.3442135204984, 796.8398928435498, 1686.8983051584405, 3791.2761220334564] total_cost 0 usercpu_time_millis 281.25 usercpu_time_millis_testing 281.25 usercpu_time_millis_training 0 area_under_roc_curve 0.469968 [0.469968,0.469968] area_under_roc_curve 0.488636 [0.488636,0.488636] area_under_roc_curve 0.506494 [0.506494,0.506494] area_under_roc_curve 0.576299 [0.576299,0.576299] area_under_roc_curve 0.548701 [0.548701,0.548701] area_under_roc_curve 0.588474 [0.588474,0.588474] area_under_roc_curve 0.541396 [0.541396,0.541396] area_under_roc_curve 0.553571 [0.553571,0.553571] area_under_roc_curve 0.488636 [0.488636,0.488636] area_under_roc_curve 0.476461 [0.476461,0.476461] 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 0.478515 [0.395349,0.54386] f_measure 0.491794 [0.451613,0.523364] f_measure 0.511334 [0.461538,0.550459] f_measure 0.580848 [0.533333,0.618182] f_measure 0.55711 [0.47619,0.62069] f_measure 0.58 [0.58,0.58] f_measure 0.549828 [0.435897,0.639344] f_measure 0.56 [0.5,0.607143] f_measure 0.491794 [0.451613,0.523364] f_measure 0.485536 [0.385542,0.564103] kappa -0.060359 kappa -0.022454 kappa 0.012893 kappa 0.151858 kappa 0.098361 kappa 0.171924 kappa 0.084859 kappa 0.107143 kappa -0.022454 kappa -0.047658 kb_relative_information_score -6.182733 kb_relative_information_score -4.143949 kb_relative_information_score -0.066381 kb_relative_information_score 14.205107 kb_relative_information_score 10.127539 kb_relative_information_score 14.205107 kb_relative_information_score 10.127539 kb_relative_information_score 10.127539 kb_relative_information_score -4.143949 kb_relative_information_score -4.143949 mean_absolute_error 0.519956 mean_absolute_error 0.509978 mean_absolute_error 0.490022 mean_absolute_error 0.420177 mean_absolute_error 0.440133 mean_absolute_error 0.420177 mean_absolute_error 0.440133 mean_absolute_error 0.440133 mean_absolute_error 0.509978 mean_absolute_error 0.509978 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] precision 0.477406 [0.404762,0.534483] precision 0.496022 [0.428571,0.54902] precision 0.513577 [0.446809,0.566038] precision 0.582158 [0.521739,0.62963] precision 0.556 [0.5,0.6] precision 0.596948 [0.517857,0.659091] precision 0.550909 [0.5,0.590909] precision 0.56 [0.5,0.607143] precision 0.496022 [0.428571,0.54902] precision 0.483464 [0.410256,0.540984] predictive_accuracy 0.48 predictive_accuracy 0.49 predictive_accuracy 0.51 predictive_accuracy 0.58 predictive_accuracy 0.56 predictive_accuracy 0.58 predictive_accuracy 0.56 predictive_accuracy 0.56 predictive_accuracy 0.49 predictive_accuracy 0.49 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 recall 0.48 [0.386364,0.553571] recall 0.49 [0.477273,0.5] recall 0.51 [0.477273,0.535714] recall 0.58 [0.545455,0.607143] recall 0.56 [0.454545,0.642857] recall 0.58 [0.659091,0.517857] recall 0.56 [0.386364,0.696429] recall 0.56 [0.5,0.607143] recall 0.49 [0.477273,0.5] recall 0.49 [0.363636,0.589286] relative_absolute_error 1.055074 relative_absolute_error 1.034827 relative_absolute_error 0.994334 relative_absolute_error 0.852608 relative_absolute_error 0.893101 relative_absolute_error 0.852608 relative_absolute_error 0.893101 relative_absolute_error 0.893101 relative_absolute_error 1.034827 relative_absolute_error 1.034827 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.720311 root_mean_squared_error 0.713351 root_mean_squared_error 0.699224 root_mean_squared_error 0.647356 root_mean_squared_error 0.66259 root_mean_squared_error 0.647356 root_mean_squared_error 0.66259 root_mean_squared_error 0.66259 root_mean_squared_error 0.713351 root_mean_squared_error 0.713351 root_relative_squared_error 1.451108 root_relative_squared_error 1.437087 root_relative_squared_error 1.408627 root_relative_squared_error 1.304136 root_relative_squared_error 1.334825 root_relative_squared_error 1.304136 root_relative_squared_error 1.334825 root_relative_squared_error 1.334825 root_relative_squared_error 1.437087 root_relative_squared_error 1.437087 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 usercpu_time_millis 62.5 usercpu_time_millis 78.125 usercpu_time_millis 46.875 usercpu_time_millis 62.5 usercpu_time_millis 62.5 usercpu_time_millis 62.5 usercpu_time_millis 62.5 usercpu_time_millis 62.5 usercpu_time_millis 62.5 usercpu_time_millis 62.5 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 31.25 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_training 15.625 usercpu_time_millis_training 31.25 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625