152862 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 593 weka.RandomCommittee_RandomTree(2) 954 weka.classifiers.meta.RandomCommittee -- -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 K 0 421 M 1.0 421 S 1 421 V 0.001 421 S 1 593 num-slots 1 593 I 10 593 W weka.classifiers.trees.RandomTree 593 weka weka_3.7.12-SNAPSHOT 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 497931 description https://api.openml.org/data/download/497931/weka_generated_run9027041335260496158.xml -1 497934 model_readable https://api.openml.org/data/download/497934/WekaModel_weka.classifiers.meta.RandomCommittee7992951791616706433.model -1 497933 model_serialized https://api.openml.org/data/download/497933/WekaSerialized_weka.classifiers.meta.RandomCommittee6659990370821221866.model -1 497932 predictions https://api.openml.org/data/download/497932/weka_generated_predictions820022038093510364.arff area_under_roc_curve 0.767204 [0.854505,0.987774,0.738721,0.783736,0.682521,0.470414,0.557143,0.600601,0.0,0.98368,0.583142,0.73394,0.355422,0.718188,0.385757,0.464497,0.883283,0.884816,0.408408,0.452522,0.488166,0.9625] average_cost 0 f_measure 0.409846 [0.647059,0.857143,0,0.24,0.179104,0,0,0.363636,0,0.4,0.241379,0.25641,0,0.181818,0,0,0.266667,0.6,0,0,0,0.784314] kappa 0.354476 kb_relative_information_score 114.862584 mean_absolute_error 0.061011 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 [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.40071 [0.639535,0.818182,0,0.272727,0.214286,0,0,0.4,0,0.333333,0.233333,0.217391,0,0.16129,0,0,0.4,0.512195,0,0,0,0.740741] predictive_accuracy 0.427729 prior_entropy 3.754223 recall 0.427729 [0.654762,0.9,0,0.214286,0.153846,0,0,0.333333,0,0.5,0.25,0.3125,0,0.208333,0,0,0.2,0.724138,0,0,0,0.833333] relative_absolute_error 0.75128 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.192524 root_relative_squared_error 0.957432 scimark_benchmark 929.565969 [553.0249675303628, 1005.7176405886515, 454.2054935481752, 898.3687510012069, 1736.5129941032399] total_cost 0 usercpu_time_millis 30 usercpu_time_millis_testing 10 usercpu_time_millis_training 20 area_under_roc_curve 0.822592 [0.889423,1,0.666667,0.515625,0.841667,0.0,0.666667,0.0,0.0,1,0.747312,0.890625,0.30303,0.46875,0.0,0.0,0.954545,0.967742,0.0,0.0,0.0,1] area_under_roc_curve 0.769907 [0.884615,1,0.848485,0.875,0.6375,0.0,0.257576,0.0,0.0,1,0.419355,0.893939,0.378788,0.84375,0.0,0.0,1,0.698925,0.0,0.378788,0.0,1] area_under_roc_curve 0.68041 [0.576923,1,0.636364,0.796875,0.608333,0.0,0.621212,0.393939,0.0,0.0,0.65625,0.954545,0.363636,0.703125,0.0,0.5,0.818182,0.698925,0.0,0.484848,0.0,0.967742] area_under_roc_curve 0.746235 [0.84375,0.96875,0.969697,0.84375,0.6125,0.5,0.787879,0.454545,0.0,0.0,0.453125,0.818182,0.378788,0.515625,0.484848,0.0,0.909091,0.768817,0.0,0.0,0.0,1] area_under_roc_curve 0.771605 [0.946667,1,0.575758,0.848485,0.641667,0.0,0.272727,0.424242,0.0,0.0,0.419355,0.969697,0.348485,0.875,0.454545,0.0,1,0.946237,0.469697,0.0,0.0,0.96875] area_under_roc_curve 0.811293 [0.853333,0.96875,0.727273,0.787879,0.675,0.0,0.796875,1,0.0,0.0,0.698925,0.617188,0.0,0.828125,0.0,0.0,0.939394,0.946237,0.454545,0.0,0.0,0.96875] area_under_roc_curve 0.735277 [0.857778,1,0.818182,0.727273,0.795699,0.0,0.492188,1,0.0,0.0,0.301075,0.679688,0.0,0.693548,0.0,0.0,0.378788,0.967742,0.409091,0.0,0.0,0.664062] area_under_roc_curve 0.800708 [0.911111,1,0.0,0.878788,0.633333,0.0,0.625,0.424242,0.0,0.0,0.725806,0.617188,0.0,0.736559,0.0,0.0,0.984848,0.989247,0.363636,0.0,0.0,1] area_under_roc_curve 0.78132 [0.879808,1,0.909091,1,0.670833,0.0,0.601562,0.0,0.0,0.0,0.639785,0.6875,0.348485,0.741935,0.0,0.0,0.969697,0.992188,0.439394,0.0,0.5,0.984375] area_under_roc_curve 0.778063 [0.87,1,0.296875,0.90625,0.728448,0.0,0.296875,0.0,0.0,0.0,0.75,0.653226,0.421875,0.672222,0.0,0.0,0.96875,0.972222,0.421875,0.0,0.0,1] 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 0.40056 [0.625,1,0,0,0,0,0,0,0,1,0,0.666667,0,0,0,0,0,0.571429,0,0,0,0.857143] f_measure 0.442002 [0.736842,1,0,0.666667,0,0,0,0,0,0,0,0,0,0.4,0,0,1,0.333333,0,0,0,1] f_measure 0.232493 [0.333333,0.666667,0,0,0.333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.857143] f_measure 0.357266 [0.705882,0.5,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,1] f_measure 0.410445 [0.615385,1,0,0,0,0,0,0,0,0,0.222222,0.666667,0,0.25,0,0,1,0.75,0,0,0,0.666667] f_measure 0.384135 [0.636364,0.5,0,0,0.2,0,0,1,0,0,0.4,0,0,0,0,0,0,0.666667,0,0,0,0.666667] f_measure 0.447059 [0.666667,1,0,0,0.333333,0,0,1,0,0,0,0.333333,0,0.4,0,0,0,0.666667,0,0,0,0.666667] f_measure 0.522059 [0.666667,1,0,0,0.666667,0,0,0,0,0,0.666667,0.25,0,0.333333,0,0,0,0.75,0,0,0,0.666667] f_measure 0.38243 [0.705882,1,0,0.666667,0.222222,0,0,0,0,0,0.4,0,0,0,0,0,0,0.8,0,0,0,0.5] f_measure 0.459596 [0.666667,1,0,0,0,0,0,0,0,0,0.666667,0.5,0,0.5,0,0,0,0.666667,0,0,0,0.666667] kappa 0.340446 kappa 0.4 kappa 0.172285 kappa 0.307468 kappa 0.386515 kappa 0.30824 kappa 0.397638 kappa 0.463511 kappa 0.334638 kappa 0.443625 kb_relative_information_score 12.831017 kb_relative_information_score 12.907721 kb_relative_information_score 6.583395 kb_relative_information_score 9.955916 kb_relative_information_score 11.32905 kb_relative_information_score 10.970412 kb_relative_information_score 11.825234 kb_relative_information_score 13.49346 kb_relative_information_score 12.527726 kb_relative_information_score 12.438653 mean_absolute_error 0.060645 mean_absolute_error 0.060439 mean_absolute_error 0.073326 mean_absolute_error 0.063297 mean_absolute_error 0.062101 mean_absolute_error 0.06125 mean_absolute_error 0.059043 mean_absolute_error 0.055903 mean_absolute_error 0.058909 mean_absolute_error 0.055017 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 0.404412 [0.625,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0.5,0,0,0,0.75] precision 0.434046 [0.636364,1,0,1,0,0,0,0,0,0,0,0,0,0.333333,0,0,1,0.333333,0,0,0,1] precision 0.272059 [0.5,0.5,0,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.75] precision 0.339216 [0.666667,0.5,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0.4,0,0,0,1] precision 0.47451 [1,1,0,0,0,0,0,0,0,0,0.166667,0.5,0,0.166667,0,0,1,0.6,0,0,0,0.5] precision 0.38273 [0.538462,0.5,0,0,0.166667,0,0,1,0,0,0.5,0,0,0,0,0,0,0.666667,0,0,0,1] precision 0.455882 [0.666667,1,0,0,0.333333,0,0,1,0,0,0,0.25,0,0.5,0,0,0,0.5,0,0,0,1] precision 0.562745 [0.666667,1,0,0,1,0,0,0,0,0,0.666667,0.166667,0,0.333333,0,0,0,0.6,0,0,0,1] precision 0.366667 [0.666667,1,0,0.5,0.2,0,0,0,0,0,0.5,0,0,0,0,0,0,0.666667,0,0,0,0.5] precision 0.463636 [0.6,1,0,0,0,0,0,0,0,0,0.666667,0.5,0,1,0,0,0,0.5,0,0,0,0.5] predictive_accuracy 0.411765 predictive_accuracy 0.470588 predictive_accuracy 0.235294 predictive_accuracy 0.382353 predictive_accuracy 0.441176 predictive_accuracy 0.411765 predictive_accuracy 0.470588 predictive_accuracy 0.529412 predictive_accuracy 0.411765 predictive_accuracy 0.515152 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 0.411765 [0.625,1,0,0,0,0,0,0,0,1,0,0.5,0,0,0,0,0,0.666667,0,0,0,1] recall 0.470588 [0.875,1,0,0.5,0,0,0,0,0,0,0,0,0,0.5,0,0,1,0.333333,0,0,0,1] recall 0.235294 [0.25,1,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1] recall 0.382353 [0.75,0.5,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,1] recall 0.441176 [0.444444,1,0,0,0,0,0,0,0,0,0.333333,1,0,0.5,0,0,1,1,0,0,0,1] recall 0.411765 [0.777778,0.5,0,0,0.25,0,0,1,0,0,0.333333,0,0,0,0,0,0,0.666667,0,0,0,0.5] recall 0.470588 [0.666667,1,0,0,0.333333,0,0,1,0,0,0,0.5,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.529412 [0.666667,1,0,0,0.5,0,0,0,0,0,0.666667,0.5,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.411765 [0.75,1,0,1,0.25,0,0,0,0,0,0.333333,0,0,0,0,0,0,1,0,0,0,0.5] recall 0.515152 [0.75,1,0,0,0,0,0,0,0,0,0.666667,0.5,0,0.333333,0,0,0,1,0,0,0,1] relative_absolute_error 0.745784 relative_absolute_error 0.742298 relative_absolute_error 0.898698 relative_absolute_error 0.77578 relative_absolute_error 0.766616 relative_absolute_error 0.757572 relative_absolute_error 0.729267 relative_absolute_error 0.692379 relative_absolute_error 0.722858 relative_absolute_error 0.678295 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 0.181311 root_mean_squared_error 0.197899 root_mean_squared_error 0.217616 root_mean_squared_error 0.203221 root_mean_squared_error 0.194634 root_mean_squared_error 0.19301 root_mean_squared_error 0.188158 root_mean_squared_error 0.180964 root_mean_squared_error 0.183584 root_mean_squared_error 0.181242 root_relative_squared_error 0.900461 root_relative_squared_error 0.981588 root_relative_squared_error 1.077132 root_relative_squared_error 1.005881 root_relative_squared_error 0.970355 root_relative_squared_error 0.964126 root_relative_squared_error 0.938588 root_relative_squared_error 0.905211 root_relative_squared_error 0.909758 root_relative_squared_error 0.90242 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 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 20 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 20 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 20