14 1 Jan van Rijn 58 Supervised Classification 74 weka.Logistic(1) 15 weka.classifiers.functions.Logistic -- -R 1.0E-8 -M -1 M -1 74 R 1.0E-8 74 60 waveform-5000 https://www.openml.org/data/download/60/dataset_60_waveform-5000.arff -1 89 description https://api.openml.org/data/download/89/weka_generated_run4350807954289594766.xml -1 90 predictions https://api.openml.org/data/download/90/weka_generated_predictions1467664016704381334.arff area_under_roc_curve 0.970778 [0.963092,0.97622,0.973199] average_cost 0 f_measure 0.867293 [0.853285,0.875864,0.873054] kappa 0.801112 kb_relative_information_score 3859.539843 mean_absolute_error 0.121371 mean_prior_absolute_error 0.444419 number_of_instances 5000 [1692,1653,1655] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.867392 [0.866545,0.87037,0.865282] predictive_accuracy 0.8674 prior_entropy 1.584879 recall 0.8674 [0.840426,0.881428,0.880967] relative_absolute_error 0.273101 root_mean_prior_squared_error 0.471391 root_mean_squared_error 0.25181 root_relative_squared_error 0.534184 scimark_benchmark 1992.6688385976463 [ 1252.596578503077, 1625.4364961166596, 908.4110787131317, 1696.7249662236477, 4480.175073431717 ] total_cost 0 area_under_roc_curve 0.970507 [0.963512,0.983917,0.964306] area_under_roc_curve 0.964045 [0.9559,0.966386,0.970095] area_under_roc_curve 0.973487 [0.964926,0.975577,0.980124] area_under_roc_curve 0.973704 [0.968287,0.977512,0.975435] area_under_roc_curve 0.968346 [0.958079,0.975197,0.97199] area_under_roc_curve 0.972457 [0.964586,0.974491,0.978447] area_under_roc_curve 0.971386 [0.957042,0.980769,0.976661] area_under_roc_curve 0.972159 [0.971969,0.973829,0.970674] area_under_roc_curve 0.968206 [0.962459,0.975651,0.966603] area_under_roc_curve 0.973875 [0.96582,0.976896,0.979086] 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 build_cpu_time 0.746 build_cpu_time 0.583 build_cpu_time 0.558 build_cpu_time 0.568 build_cpu_time 0.538 build_cpu_time 0.547 build_cpu_time 0.549 build_cpu_time 0.531 build_cpu_time 0.548 build_cpu_time 0.538 f_measure 0.866055 [0.853731,0.893617,0.85119] f_measure 0.845932 [0.833333,0.850299,0.854545] f_measure 0.882176 [0.857143,0.892308,0.89759] f_measure 0.86402 [0.859649,0.869301,0.863222] f_measure 0.859806 [0.843373,0.860606,0.87574] f_measure 0.871517 [0.857143,0.86747,0.890173] f_measure 0.871726 [0.834835,0.889552,0.891566] f_measure 0.883982 [0.890909,0.888889,0.871951] f_measure 0.849979 [0.847761,0.862275,0.839879] f_measure 0.877551 [0.855385,0.884273,0.893491] kappa 0.79901 kappa 0.769005 kappa 0.82297 kappa 0.795973 kappa 0.790012 kappa 0.808048 kappa 0.808013 kappa 0.826014 kappa 0.775002 kappa 0.817042 kb_relative_information_score 387.176815 kb_relative_information_score 376.871162 kb_relative_information_score 390.657548 kb_relative_information_score 386.523017 kb_relative_information_score 383.550274 kb_relative_information_score 389.021532 kb_relative_information_score 385.26954 kb_relative_information_score 390.434576 kb_relative_information_score 382.296755 kb_relative_information_score 387.738623 mean_absolute_error 0.119309 mean_absolute_error 0.12924 mean_absolute_error 0.117149 mean_absolute_error 0.121013 mean_absolute_error 0.123386 mean_absolute_error 0.118172 mean_absolute_error 0.123106 mean_absolute_error 0.117181 mean_absolute_error 0.124716 mean_absolute_error 0.120442 mean_prior_absolute_error 0.444411 mean_prior_absolute_error 0.444411 mean_prior_absolute_error 0.444421 mean_prior_absolute_error 0.444421 mean_prior_absolute_error 0.444421 mean_prior_absolute_error 0.444421 mean_prior_absolute_error 0.444421 mean_prior_absolute_error 0.444421 mean_prior_absolute_error 0.444421 mean_prior_absolute_error 0.444421 number_of_instances 500 [170,165,165] number_of_instances 500 [170,165,165] number_of_instances 500 [169,165,166] number_of_instances 500 [169,165,166] number_of_instances 500 [169,165,166] number_of_instances 500 [169,165,166] number_of_instances 500 [169,165,166] number_of_instances 500 [169,166,165] number_of_instances 500 [169,166,165] number_of_instances 500 [169,166,165] precision 0.866424 [0.866667,0.896341,0.836257] precision 0.846025 [0.843373,0.840237,0.854545] precision 0.882614 [0.844828,0.90625,0.89759] precision 0.864173 [0.849711,0.871951,0.871166] precision 0.859981 [0.858896,0.860606,0.860465] precision 0.873458 [0.901961,0.862275,0.855556] precision 0.871711 [0.847561,0.876471,0.891566] precision 0.884845 [0.913043,0.863636,0.877301] precision 0.850029 [0.855422,0.857143,0.837349] precision 0.878488 [0.891026,0.871345,0.872832] predictive_accuracy 0.866 predictive_accuracy 0.846 predictive_accuracy 0.882 predictive_accuracy 0.864 predictive_accuracy 0.86 predictive_accuracy 0.872 predictive_accuracy 0.872 predictive_accuracy 0.884 predictive_accuracy 0.85 predictive_accuracy 0.878 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 recall 0.866 [0.841176,0.890909,0.866667] recall 0.846 [0.823529,0.860606,0.854545] recall 0.882 [0.869822,0.878788,0.89759] recall 0.864 [0.869822,0.866667,0.855422] recall 0.86 [0.828402,0.860606,0.891566] recall 0.872 [0.816568,0.872727,0.927711] recall 0.872 [0.822485,0.90303,0.891566] recall 0.884 [0.869822,0.915663,0.866667] recall 0.85 [0.840237,0.86747,0.842424] recall 0.878 [0.822485,0.89759,0.915152] relative_absolute_error 0.268466 relative_absolute_error 0.290812 relative_absolute_error 0.263599 relative_absolute_error 0.272293 relative_absolute_error 0.277633 relative_absolute_error 0.265902 relative_absolute_error 0.277003 relative_absolute_error 0.263671 relative_absolute_error 0.280626 relative_absolute_error 0.271008 root_mean_prior_squared_error 0.471382 root_mean_prior_squared_error 0.471382 root_mean_prior_squared_error 0.471393 root_mean_prior_squared_error 0.471393 root_mean_prior_squared_error 0.471393 root_mean_prior_squared_error 0.471393 root_mean_prior_squared_error 0.471393 root_mean_prior_squared_error 0.471393 root_mean_prior_squared_error 0.471393 root_mean_prior_squared_error 0.471393 root_mean_squared_error 0.252521 root_mean_squared_error 0.267093 root_mean_squared_error 0.244011 root_mean_squared_error 0.2485 root_mean_squared_error 0.256662 root_mean_squared_error 0.248826 root_mean_squared_error 0.249223 root_mean_squared_error 0.246663 root_mean_squared_error 0.255915 root_mean_squared_error 0.247878 root_relative_squared_error 0.535704 root_relative_squared_error 0.566617 root_relative_squared_error 0.517638 root_relative_squared_error 0.527162 root_relative_squared_error 0.544475 root_relative_squared_error 0.527853 root_relative_squared_error 0.528696 root_relative_squared_error 0.523264 root_relative_squared_error 0.542892 root_relative_squared_error 0.525842 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