216941 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 1194 weka.RandomSubSpace_REPTree(4) 2053 weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 M 2 1077 V 0.001 1077 N 3 1077 S 1 1077 L -1 1077 I 0.0 1077 P 0.5 1194 S 1 1194 num-slots 1 1194 I 20 1194 W weka.classifiers.trees.REPTree 1194 study_1 weka weka_3.7.12 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 724950 description https://api.openml.org/data/download/724950/weka_generated_run7313023986920516868.xml -1 724953 model_readable https://api.openml.org/data/download/724953/WekaModel_weka.classifiers.meta.RandomSubSpace2996995775640648494.model -1 724952 model_serialized https://api.openml.org/data/download/724952/WekaSerialized_weka.classifiers.meta.RandomSubSpace3199347827604186114.model -1 724951 predictions https://api.openml.org/data/download/724951/weka_generated_predictions7726452501908475058.arff area_under_roc_curve 0.814344 [0.856303,0.985893,0.66835,0.816923,0.717479,0.107988,0.696923,0.516016,0.0,0.989614,0.793294,0.890964,0.524312,0.78254,0.446588,0.100592,0.905775,0.937987,0.556056,0.571217,0.127219,0.969312] average_cost 0 f_measure 0.347469 [0.542857,0.780488,0,0.235294,0.042553,0,0,0,0,0,0.217391,0.457143,0,0.076923,0,0,0,0.578947,0,0,0,0.816327] kappa 0.328175 kb_relative_information_score 86.344977 mean_absolute_error 0.071124 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 0.357838 [0.387755,0.761905,0,0.666667,0.125,0,0,0,0,0,0.277778,0.421053,0,0.5,0,0,0,0.468085,0,0,0,0.8] predictive_accuracy 0.445428 prior_entropy 3.754223 recall 0.445428 [0.904762,0.8,0,0.142857,0.025641,0,0,0,0,0,0.178571,0.5,0,0.041667,0,0,0,0.758621,0,0,0,0.833333] relative_absolute_error 0.87581 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.182992 root_relative_squared_error 0.910029 scimark_benchmark 1299.578276 [786.7571646357777, 1002.0566978573177, 540.7916574474941, 1100.9827609411695, 3067.3030983411772] total_cost 0 usercpu_time_millis 40 usercpu_time_millis_testing 0 usercpu_time_millis_training 40 area_under_roc_curve 0.865283 [0.802885,1,0.878788,0.65625,0.85,0.0,0.878788,0.0,0.0,1,0.833333,0.921875,0.818182,0.796875,0.0,0.0,0.80303,0.989247,0.0,0.0,0.0,1] area_under_roc_curve 0.854241 [0.875,0.96875,0.787879,1,0.575,0.0,0.727273,0.0,0.0,1,0.784946,0.969697,0.878788,0.875,0.0,0.0,1,0.860215,0.0,0.757576,0.0,1] area_under_roc_curve 0.782783 [0.798077,0.984375,0.424242,0.734375,0.741667,0.0,0.772727,0.212121,0.0,0.0,0.921875,0.984848,0.121212,0.90625,0.0,0.5,0.909091,0.849462,0.0,0.69697,0.0,1] area_under_roc_curve 0.822392 [0.894231,0.9375,0.575758,0.890625,0.725,0.5,0.424242,0.787879,0.0,0.0,0.96875,0.787879,0.772727,0.523438,0.575758,0.0,0.939394,0.967742,0.0,0.0,0.0,1] area_under_roc_curve 0.872013 [0.955556,1,0.757576,1,0.858333,0.0,0.818182,0.090909,0.0,0.0,0.655914,1,0.939394,0.90625,0.787879,0.0,1,0.935484,0.69697,0.0,0.0,0.96875] area_under_roc_curve 0.82705 [0.817778,0.984375,0.515152,0.69697,0.7,0.0,0.765625,1,0.0,0.0,0.860215,0.90625,0.0,0.953125,0.0,0.0,0.909091,0.88172,0.393939,0.0,0.0,1] area_under_roc_curve 0.805161 [0.791111,0.984375,0.69697,0.878788,0.784946,0.0,0.625,0.969697,0.0,0.0,0.55914,0.953125,0.0,0.795699,0.0,0.0,0.909091,0.989247,0.757576,0.0,0.0,0.765625] area_under_roc_curve 0.870325 [0.96,1,0.0,0.939394,0.775,0.0,0.679688,0.212121,0.0,0.0,0.919355,0.765625,0.0,0.822581,0.0,0.0,0.984848,0.956989,0.727273,0.0,0.0,1] area_under_roc_curve 0.804059 [0.841346,1,0.727273,1,0.6375,0.0,0.765625,0.0,0.0,0.0,0.806452,0.75,0.212121,0.849462,0.0,0.0,1,0.976562,0.69697,0.0,0.5,0.984375] area_under_roc_curve 0.778052 [0.88,1,0.75,0.8125,0.603448,0.0,0.375,0.0,0.0,0.0,0.811111,0.983871,0.03125,0.555556,0.0,0.0,0.84375,0.988889,0.375,0.0,0.0,1] 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 0.371148 [0.571429,1,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.571429,0,0,0,1] f_measure 0.320728 [0.571429,0.666667,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.5,0,0,0,1] f_measure 0.317927 [0.5,0.571429,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.666667,0,0,0,1] f_measure 0.32493 [0.5,0.5,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0,0.571429,0,0,0,1] f_measure 0.332773 [0.533333,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0.571429,0,0,0,0.4] f_measure 0.344975 [0.5625,0.666667,0,0,0.333333,0,0,0,0,0,0,0.333333,0,0,0,0,0,0.666667,0,0,0,0.666667] f_measure 0.298739 [0.5,0.5,0,0,0,0,0,0,0,0,0.285714,0.333333,0,0,0,0,0,0.6,0,0,0,0.666667] f_measure 0.345365 [0.545455,1,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.5,0,0,0,1] f_measure 0.352677 [0.518519,1,0,1,0,0,0,0,0,0,0.4,0,0,0.5,0,0,0,0.571429,0,0,0,0.5] f_measure 0.376492 [0.636364,1,0,0,0,0,0,0,0,0,0.4,0.5,0,0,0,0,0,0.6,0,0,0,0.666667] kappa 0.361169 kappa 0.327083 kappa 0.329876 kappa 0.328482 kappa 0.310566 kappa 0.297826 kappa 0.264676 kappa 0.331148 kappa 0.332645 kappa 0.394168 kb_relative_information_score 10.082163 kb_relative_information_score 9.594374 kb_relative_information_score 7.305426 kb_relative_information_score 8.453706 kb_relative_information_score 9.178401 kb_relative_information_score 8.264615 kb_relative_information_score 8.306729 kb_relative_information_score 8.489289 kb_relative_information_score 8.232803 kb_relative_information_score 8.437471 mean_absolute_error 0.069605 mean_absolute_error 0.071392 mean_absolute_error 0.073817 mean_absolute_error 0.071032 mean_absolute_error 0.070447 mean_absolute_error 0.071526 mean_absolute_error 0.071801 mean_absolute_error 0.070365 mean_absolute_error 0.071951 mean_absolute_error 0.069244 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 0.344118 [0.4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.5,0,0,0,1] precision 0.286275 [0.4,1,0,0,0,0,0,0,0,0,0,0.333333,0,0,0,0,0,0.4,0,0,0,1] precision 0.267647 [0.35,0.4,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,1] precision 0.273529 [0.35,0.5,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0.5,0,0,0,1] precision 0.282213 [0.380952,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0.5,0,0,0,0.333333] precision 0.353581 [0.391304,1,0,0,0.5,0,0,0,0,0,0,0.25,0,0,0,0,0,0.666667,0,0,0,1] precision 0.268697 [0.4,0.5,0,0,0,0,0,0,0,0,0.25,0.25,0,0,0,0,0,0.428571,0,0,0,1] precision 0.311029 [0.375,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.4,0,0,0,1] precision 0.360217 [0.368421,1,0,1,0,0,0,0,0,0,0.5,0,0,1,0,0,0,0.4,0,0,0,0.5] precision 0.32684 [0.5,1,0,0,0,0,0,0,0,0,0.5,0.5,0,0,0,0,0,0.428571,0,0,0,0.5] predictive_accuracy 0.470588 predictive_accuracy 0.441176 predictive_accuracy 0.441176 predictive_accuracy 0.441176 predictive_accuracy 0.441176 predictive_accuracy 0.441176 predictive_accuracy 0.382353 predictive_accuracy 0.470588 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 0.470588 [1,1,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,1] recall 0.441176 [1,0.5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.666667,0,0,0,1] recall 0.441176 [0.875,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.666667,0,0,0,1] recall 0.441176 [0.875,0.5,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0.666667,0,0,0,1] recall 0.441176 [0.888889,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0.666667,0,0,0,0.5] recall 0.441176 [1,0.5,0,0,0.25,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,0.5] recall 0.382353 [0.666667,0.5,0,0,0,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,1,0,0,0,0.5] recall 0.470588 [1,1,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,1] recall 0.441176 [0.875,1,0,1,0,0,0,0,0,0,0.333333,0,0,0.333333,0,0,0,1,0,0,0,0.5] 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 0.855971 relative_absolute_error 0.876825 relative_absolute_error 0.904718 relative_absolute_error 0.870582 relative_absolute_error 0.869651 relative_absolute_error 0.884664 relative_absolute_error 0.886845 relative_absolute_error 0.871502 relative_absolute_error 0.882884 relative_absolute_error 0.8537 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 0.179578 root_mean_squared_error 0.183602 root_mean_squared_error 0.188898 root_mean_squared_error 0.183465 root_mean_squared_error 0.180465 root_mean_squared_error 0.183817 root_mean_squared_error 0.184226 root_mean_squared_error 0.179888 root_mean_squared_error 0.185007 root_mean_squared_error 0.180706 root_relative_squared_error 0.891852 root_relative_squared_error 0.910675 root_relative_squared_error 0.934985 root_relative_squared_error 0.908093 root_relative_squared_error 0.899717 root_relative_squared_error 0.918207 root_relative_squared_error 0.918976 root_relative_squared_error 0.899829 root_relative_squared_error 0.916808 root_relative_squared_error 0.899749 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 30 usercpu_time_millis 40 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 40 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 30 usercpu_time_millis_training 40 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 40 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30