374140 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 1244 weka.FilteredClassifier_Discretize_J48(4) 2166 weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.supervised.attribute.Discretize -R first-last -precision 6" -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1068 M 2 1068 F weka.filters.supervised.attribute.Discretize 1244 W weka.classifiers.trees.J48 1244 R first-last 1245 precision 6 1245 study_1 weka weka_3.7.12 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 1299994 description https://api.openml.org/data/download/1299994/weka_generated_run6914605643151700163.xml -1 1299997 model_readable https://api.openml.org/data/download/1299997/WekaModel_weka.classifiers.meta.FilteredClassifier8229615980995493606.model -1 1299996 model_serialized https://api.openml.org/data/download/1299996/WekaSerialized_weka.classifiers.meta.FilteredClassifier3834793496616970330.model -1 1299995 predictions https://api.openml.org/data/download/1299995/weka_generated_predictions31809804791233909.arff area_under_roc_curve 0.71721 [0.746895,0.96105,0.518687,0.758571,0.617564,0.470414,0.645934,0.494995,0.0,0.740356,0.647508,0.779315,0.437177,0.652513,0.45549,0.477811,0.713374,0.837597,0.424925,0.486647,0.498521,0.903439] average_cost 0 f_measure 0.386351 [0.588235,0.818182,0,0.4,0.137931,0,0,0,0,0,0.156863,0.375,0,0.325581,0,0,0,0.6,0,0,0,0.77551] kappa 0.347979 kb_relative_information_score 113.472142 mean_absolute_error 0.06125 mean_prior_absolute_error 0.081209 number_of_instances 339 [84,20,9,14,39,1,14,6,0,2,28,16,7,24,2,1,10,29,6,2,1,24] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.362476 [0.5,0.75,0,0.454545,0.210526,0,0,0,0,0,0.173913,0.28125,0,0.368421,0,0,0,0.512195,0,0,0,0.76] predictive_accuracy 0.433628 prior_entropy 3.754223 recall 0.433628 [0.714286,0.9,0,0.357143,0.102564,0,0,0,0,0,0.142857,0.5625,0,0.291667,0,0,0,0.724138,0,0,0,0.791667] relative_absolute_error 0.754225 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.194455 root_relative_squared_error 0.967031 scimark_benchmark 1309.499803 [816.5920912797799, 959.6388834880578, 522.5020871626386, 1071.7252222829154, 3177.040728428124] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.728913 [0.766827,1,0.348485,0.609375,0.4875,0.0,0.954545,0.0,0.0,1,0.693548,0.742188,0.393939,0.40625,0.0,0.0,0.969697,0.817204,0.0,0.0,0.0,0.994624] area_under_roc_curve 0.727743 [0.814904,1,0.393939,0.679688,0.691667,0.0,0.409091,0.0,0.0,0.5,0.66129,0.969697,0.424242,0.625,0.0,0.0,0.909091,0.586022,0.0,0.5,0.0,1] area_under_roc_curve 0.651264 [0.555288,0.96875,0.378788,0.570312,0.416667,0.0,0.878788,0.439394,0.0,0.0,0.875,0.969697,0.333333,0.945312,0.0,0.5,0.863636,0.666667,0.0,0.5,0.0,0.817204] area_under_roc_curve 0.712922 [0.6875,0.734375,0.30303,0.929688,0.858333,0.5,0.772727,0.378788,0.0,0.0,0.796875,0.893939,0.363636,0.515625,0.454545,0.0,0.363636,0.774194,0.0,0.0,0.0,1] area_under_roc_curve 0.767287 [0.853333,1,0.878788,1,0.65,0.0,0.30303,0.469697,0.0,0.0,0.629032,0.954545,0.378788,0.859375,0.5,0.0,1,0.951613,0.409091,0.0,0.0,0.726562] area_under_roc_curve 0.65324 [0.622222,0.953125,0.424242,0.333333,0.666667,0.0,0.59375,1,0.0,0.0,0.489247,0.679688,0.0,0.695312,0.0,0.0,0.469697,0.817204,0.5,0.0,0.0,0.726562] area_under_roc_curve 0.681929 [0.568889,0.984375,0.848485,0.984848,0.887097,0.0,0.804688,0.348485,0.0,0.0,0.258065,0.671875,0.0,0.758065,0.0,0.0,0.393939,0.973118,0.454545,0.0,0.0,0.742188] area_under_roc_curve 0.775979 [0.895556,1,0.0,0.909091,0.65,0.0,0.40625,0.424242,0.0,0.0,0.736559,0.625,0.0,0.596774,0.0,0.0,0.954545,0.967742,0.469697,0.0,0.0,1] area_under_roc_curve 0.779105 [0.817308,1,0.893939,1,0.4375,0.0,1,0.0,0.0,0.0,0.607527,0.710938,0.757576,0.870968,0.0,0.0,0.969697,0.953125,0.378788,0.0,0.5,0.96875] area_under_roc_curve 0.712763 [0.785,1,0.34375,0.9375,0.62069,0.0,0.40625,0.0,0.0,0.0,0.694444,0.967742,0.421875,0.333333,0.0,0.0,0.421875,0.95,0.390625,0.0,0.0,0.983871] 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 0.367312 [0.608696,1,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.571429,0,0,0,0.857143] f_measure 0.432921 [0.631579,1,0,0.666667,0,0,0,0,0,0,0.333333,0.333333,0,0.4,0,0,0,0.4,0,0,0,1] f_measure 0.324323 [0.571429,0.666667,0,0,0.222222,0,0,0,0,0,0,0.5,0,0.666667,0,0,0,0,0,0,0,0.8] f_measure 0.368347 [0.571429,0.5,0,0.666667,0.333333,0,0,0,0,0,0,0,0,0,0,0,0,0.571429,0,0,0,0.857143] f_measure 0.432229 [0.705882,1,0,1,0.285714,0,0,0,0,0,0,0.4,0,0.5,0,0,0,0.666667,0,0,0,0.4] f_measure 0.302941 [0.5,0.4,0,0,0,0,0,0,0,0,0,0.333333,0,0.5,0,0,0,0.666667,0,0,0,0.666667] f_measure 0.354412 [0.3,0.8,0,0.5,0.5,0,0,0,0,0,0,0.333333,0,0.5,0,0,0,0.75,0,0,0,0.666667] f_measure 0.434143 [0.695652,1,0,0,0,0,0,0,0,0,0.666667,0.25,0,0,0,0,0,0.666667,0,0,0,1] f_measure 0.369398 [0.666667,1,0,1,0,0,0,0,0,0,0,0.666667,0,0.25,0,0,0,0.571429,0,0,0,0.5] f_measure 0.390634 [0.636364,1,0,0,0,0,0,0,0,0,0.4,0.5,0,0,0,0,0,0.666667,0,0,0,0.8] kappa 0.344162 kappa 0.398821 kappa 0.290323 kappa 0.322034 kappa 0.403509 kappa 0.235174 kappa 0.290258 kappa 0.446029 kappa 0.355289 kappa 0.396125 kb_relative_information_score 12.391619 kb_relative_information_score 12.290141 kb_relative_information_score 8.509318 kb_relative_information_score 9.971219 kb_relative_information_score 12.770643 kb_relative_information_score 9.599457 kb_relative_information_score 11.021254 kb_relative_information_score 13.215808 kb_relative_information_score 11.815759 kb_relative_information_score 11.886924 mean_absolute_error 0.060211 mean_absolute_error 0.059209 mean_absolute_error 0.068739 mean_absolute_error 0.064219 mean_absolute_error 0.057496 mean_absolute_error 0.064036 mean_absolute_error 0.064211 mean_absolute_error 0.055739 mean_absolute_error 0.06147 mean_absolute_error 0.057044 mean_prior_absolute_error 0.081317 mean_prior_absolute_error 0.081421 mean_prior_absolute_error 0.081592 mean_prior_absolute_error 0.081592 mean_prior_absolute_error 0.081006 mean_prior_absolute_error 0.080851 mean_prior_absolute_error 0.080962 mean_prior_absolute_error 0.08074 mean_prior_absolute_error 0.081495 mean_prior_absolute_error 0.081111 number_of_instances 34 [8,2,1,2,4,0,1,0,0,1,3,2,1,2,0,0,1,3,0,0,0,3] number_of_instances 34 [8,2,1,2,4,0,1,0,0,1,3,1,1,2,0,0,1,3,0,1,0,3] number_of_instances 34 [8,2,1,2,4,0,1,1,0,0,2,1,1,2,0,1,1,3,0,1,0,3] number_of_instances 34 [8,2,1,2,4,1,1,1,0,0,2,1,1,2,1,0,1,3,0,0,0,3] number_of_instances 34 [9,2,1,1,4,0,1,1,0,0,3,1,1,2,1,0,1,3,1,0,0,2] number_of_instances 34 [9,2,1,1,4,0,2,1,0,0,3,2,0,2,0,0,1,3,1,0,0,2] number_of_instances 34 [9,2,1,1,3,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2] number_of_instances 34 [9,2,0,1,4,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2] number_of_instances 34 [8,2,1,1,4,0,2,0,0,0,3,2,1,3,0,0,1,2,1,0,1,2] number_of_instances 33 [8,2,1,1,4,0,1,0,0,0,3,2,1,3,0,0,1,3,1,0,0,2] precision 0.337745 [0.466667,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.5,0,0,0,0.75] precision 0.433244 [0.545455,1,0,1,0,0,0,0,0,0,0.333333,0.2,0,0.333333,0,0,0,0.5,0,0,0,1] precision 0.337255 [0.666667,0.5,0,0,0.2,0,0,0,0,0,0,0.333333,0,0.5,0,0,0,0,0,0,0,1] precision 0.36595 [0.461538,0.5,0,1,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0.75] precision 0.426471 [0.75,1,0,1,0.333333,0,0,0,0,0,0,0.25,0,0.5,0,0,0,0.5,0,0,0,0.333333] precision 0.287255 [0.4,0.333333,0,0,0,0,0,0,0,0,0,0.25,0,0.5,0,0,0,0.666667,0,0,0,1] precision 0.424153 [0.272727,0.666667,0,0.333333,1,0,0,0,0,0,0,0.25,0,1,0,0,0,0.6,0,0,0,1] precision 0.381653 [0.571429,1,0,0,0,0,0,0,0,0,0.666667,0.166667,0,0,0,0,0,0.5,0,0,0,1] precision 0.344344 [0.538462,1,0,1,0,0,0,0,0,0,0,1,0,0.2,0,0,0,0.4,0,0,0,0.5] precision 0.343434 [0.5,1,0,0,0,0,0,0,0,0,0.5,0.5,0,0,0,0,0,0.5,0,0,0,0.666667] predictive_accuracy 0.441176 predictive_accuracy 0.470588 predictive_accuracy 0.352941 predictive_accuracy 0.411765 predictive_accuracy 0.470588 predictive_accuracy 0.352941 predictive_accuracy 0.382353 predictive_accuracy 0.529412 predictive_accuracy 0.441176 predictive_accuracy 0.484848 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 recall 0.441176 [0.875,1,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,1] recall 0.470588 [0.75,1,0,0.5,0,0,0,0,0,0,0.333333,1,0,0.5,0,0,0,0.333333,0,0,0,1] recall 0.352941 [0.5,1,0,0,0.25,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0.666667] recall 0.411765 [0.75,0.5,0,0.5,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,1] recall 0.470588 [0.666667,1,0,1,0.25,0,0,0,0,0,0,1,0,0.5,0,0,0,1,0,0,0,0.5] recall 0.352941 [0.666667,0.5,0,0,0,0,0,0,0,0,0,0.5,0,0.5,0,0,0,0.666667,0,0,0,0.5] recall 0.382353 [0.333333,1,0,1,0.333333,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.529412 [0.888889,1,0,0,0,0,0,0,0,0,0.666667,0.5,0,0,0,0,0,1,0,0,0,1] recall 0.441176 [0.875,1,0,1,0,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.484848 [0.875,1,0,0,0,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,1,0,0,0,1] relative_absolute_error 0.740443 relative_absolute_error 0.727195 relative_absolute_error 0.842482 relative_absolute_error 0.787074 relative_absolute_error 0.709773 relative_absolute_error 0.79203 relative_absolute_error 0.793099 relative_absolute_error 0.690356 relative_absolute_error 0.754281 relative_absolute_error 0.703289 root_mean_prior_squared_error 0.201354 root_mean_prior_squared_error 0.201611 root_mean_prior_squared_error 0.202033 root_mean_prior_squared_error 0.202033 root_mean_prior_squared_error 0.20058 root_mean_prior_squared_error 0.200192 root_mean_prior_squared_error 0.200469 root_mean_prior_squared_error 0.199914 root_mean_prior_squared_error 0.201795 root_mean_prior_squared_error 0.20084 root_mean_squared_error 0.191307 root_mean_squared_error 0.190672 root_mean_squared_error 0.215341 root_mean_squared_error 0.196921 root_mean_squared_error 0.181047 root_mean_squared_error 0.212236 root_mean_squared_error 0.196329 root_mean_squared_error 0.174357 root_mean_squared_error 0.189347 root_mean_squared_error 0.193364 root_relative_squared_error 0.950105 root_relative_squared_error 0.945739 root_relative_squared_error 1.065871 root_relative_squared_error 0.974695 root_relative_squared_error 0.902618 root_relative_squared_error 1.060165 root_relative_squared_error 0.979349 root_relative_squared_error 0.872161 root_relative_squared_error 0.938316 root_relative_squared_error 0.962776 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 0 usercpu_time_millis 10 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 10 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 10 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 10 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 10 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0