594187 939 Martijn Post 3662 Supervised Classification predictive_accuracy 4006 weka.LibSVM(8) 6369 weka.classifiers.functions.LibSVM -- -S 0 -K 2 -D 3 -G 0.0 -R 0.0 -N 0.5 -M 40.0 -C 1.0 -E 0.001 -P 0.1 -model D:\Weka-3-7 -seed 1 S 0 4006 K 2 4006 D 3 4006 G 0.0 4006 R 0.0 4006 C 1.0 4006 N 0.5 4006 P 0.1 4006 M 40.0 4006 E 0.001 4006 model D:\Weka-3-7 4006 seed 1 4006 study_20 weka weka_3.7.13 797 fri_c4_1000_50 https://www.openml.org/data/download/53331/fri_c4_1000_50.arff -1 2059830 description https://api.openml.org/data/download/2059830/weka_generated_run790856944478192692.xml -1 2059832 model_readable https://api.openml.org/data/download/2059832/WekaModel_weka.classifiers.functions.LibSVM524520240017565319.model -1 2059831 model_serialized https://api.openml.org/data/download/2059831/WekaSerialized_weka.classifiers.functions.LibSVM8618152332409128173.model -1 2059833 predictions https://api.openml.org/data/download/2059833/weka_generated_predictions4991939021784353008.arff area_under_roc_curve 0.645942 [0.645942,0.645942] average_cost 0 f_measure 0.654354 [0.583942,0.709677] kappa 0.296065 kb_relative_information_score 301.587393 mean_absolute_error 0.342 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 0.65521 [0.628272,0.676375] predictive_accuracy 0.658 prior_entropy 0.989629 recall 0.658 [0.545455,0.746429] relative_absolute_error 0.693973 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.584808 root_relative_squared_error 1.178129 scimark_benchmark 1862.860822 [1081.0292166290362, 1475.4632591444627, 842.150465943868, 1754.6452969396564, 4161.015873015873] total_cost 0 usercpu_time_millis 1015.625 usercpu_time_millis_testing 500 usercpu_time_millis_training 515.625 area_under_roc_curve 0.560065 [0.560065,0.560065] area_under_roc_curve 0.577922 [0.577922,0.577922] area_under_roc_curve 0.623377 [0.623377,0.623377] area_under_roc_curve 0.665584 [0.665584,0.665584] area_under_roc_curve 0.584416 [0.584416,0.584416] area_under_roc_curve 0.670455 [0.670455,0.670455] area_under_roc_curve 0.654221 [0.654221,0.654221] area_under_roc_curve 0.724838 [0.724838,0.724838] area_under_roc_curve 0.726461 [0.726461,0.726461] area_under_roc_curve 0.672078 [0.672078,0.672078] 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 0.56802 [0.494118,0.626087] f_measure 0.586411 [0.506024,0.649573] f_measure 0.629511 [0.574713,0.672566] f_measure 0.674667 [0.6,0.733333] f_measure 0.593333 [0.5,0.666667] f_measure 0.677898 [0.619048,0.724138] f_measure 0.663475 [0.582278,0.727273] f_measure 0.729643 [0.689655,0.761062] f_measure 0.735667 [0.675,0.783333] f_measure 0.681719 [0.597403,0.747967] kappa 0.121014 kappa 0.157765 kappa 0.247356 kappa 0.337748 kappa 0.172185 kappa 0.344262 kappa 0.315353 kappa 0.450773 kappa 0.461921 kappa 0.353628 kb_relative_information_score 12.18897 kb_relative_information_score 16.273008 kb_relative_information_score 24.441085 kb_relative_information_score 34.651182 kb_relative_information_score 18.315028 kb_relative_information_score 34.651182 kb_relative_information_score 32.609162 kb_relative_information_score 44.861278 kb_relative_information_score 46.903297 kb_relative_information_score 36.693201 mean_absolute_error 0.43 mean_absolute_error 0.41 mean_absolute_error 0.37 mean_absolute_error 0.32 mean_absolute_error 0.4 mean_absolute_error 0.32 mean_absolute_error 0.33 mean_absolute_error 0.27 mean_absolute_error 0.26 mean_absolute_error 0.31 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 0.567061 [0.512195,0.610169] precision 0.585776 [0.538462,0.622951] precision 0.629147 [0.581395,0.666667] precision 0.678333 [0.666667,0.6875] precision 0.594444 [0.555556,0.625] precision 0.678 [0.65,0.7] precision 0.66822 [0.657143,0.676923] precision 0.729433 [0.697674,0.754386] precision 0.74125 [0.75,0.734375] precision 0.691144 [0.69697,0.686567] predictive_accuracy 0.57 predictive_accuracy 0.59 predictive_accuracy 0.63 predictive_accuracy 0.68 predictive_accuracy 0.6 predictive_accuracy 0.68 predictive_accuracy 0.67 predictive_accuracy 0.73 predictive_accuracy 0.74 predictive_accuracy 0.69 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 0.57 [0.477273,0.642857] recall 0.59 [0.477273,0.678571] recall 0.63 [0.568182,0.678571] recall 0.68 [0.545455,0.785714] recall 0.6 [0.454545,0.714286] recall 0.68 [0.590909,0.75] recall 0.67 [0.522727,0.785714] recall 0.73 [0.681818,0.767857] recall 0.74 [0.613636,0.839286] recall 0.69 [0.522727,0.821429] relative_absolute_error 0.872539 relative_absolute_error 0.831956 relative_absolute_error 0.75079 relative_absolute_error 0.649332 relative_absolute_error 0.811665 relative_absolute_error 0.649332 relative_absolute_error 0.669623 relative_absolute_error 0.547874 relative_absolute_error 0.527582 relative_absolute_error 0.62904 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 0.655744 root_mean_squared_error 0.640312 root_mean_squared_error 0.608276 root_mean_squared_error 0.565685 root_mean_squared_error 0.632456 root_mean_squared_error 0.565685 root_mean_squared_error 0.574456 root_mean_squared_error 0.519615 root_mean_squared_error 0.509902 root_mean_squared_error 0.556776 root_relative_squared_error 1.321034 root_relative_squared_error 1.289946 root_relative_squared_error 1.225407 root_relative_squared_error 1.139606 root_relative_squared_error 1.274118 root_relative_squared_error 1.139606 root_relative_squared_error 1.157275 root_relative_squared_error 1.046795 root_relative_squared_error 1.027227 root_relative_squared_error 1.121658 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 421.875 usercpu_time_millis 281.25 usercpu_time_millis 406.25 usercpu_time_millis 453.125 usercpu_time_millis 234.375 usercpu_time_millis 421.875 usercpu_time_millis 437.5 usercpu_time_millis 437.5 usercpu_time_millis 437.5 usercpu_time_millis 453.125 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 31.25 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_training 375 usercpu_time_millis_training 265.625 usercpu_time_millis_training 375 usercpu_time_millis_training 406.25 usercpu_time_millis_training 203.125 usercpu_time_millis_training 375 usercpu_time_millis_training 390.625 usercpu_time_millis_training 390.625 usercpu_time_millis_training 390.625 usercpu_time_millis_training 406.25