195484 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 1178 weka.SMO_PolyKernel(10) 2020 weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" E 1.0 1110 C 250007 1110 C 1.0 1178 N 0 1178 L 0.001 1178 P 1.0E-12 1178 V -1 1178 W 1 1178 K weka.classifiers.functions.supportVector.PolyKernel 1178 study_1 weka weka_3.7.12 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 644911 description https://api.openml.org/data/download/644911/weka_generated_run7004220877534909793.xml -1 644914 model_readable https://api.openml.org/data/download/644914/WekaModel_weka.classifiers.functions.SMO3080862307161472766.model -1 644913 model_serialized https://api.openml.org/data/download/644913/WekaSerialized_weka.classifiers.functions.SMO1556200965153369162.model -1 644912 predictions https://api.openml.org/data/download/644912/weka_generated_predictions7662051007865465734.arff area_under_roc_curve 0.791826 [0.828758,0.988009,0.752694,0.813626,0.710855,0.048817,0.585385,0.559309,0.0,0.958457,0.776872,0.880418,0.392642,0.770503,0.45549,0.048817,0.887386,0.897497,0.555806,0.241098,0.048817,0.95172] average_cost 0 f_measure 0.438484 [0.666667,0.888889,0,0.344828,0.278481,0,0,0,0,0,0.188679,0.375,0,0.355556,0,0,0.5,0.545455,0,0,0,0.772727] kappa 0.397628 kb_relative_information_score 27.521435 mean_absolute_error 0.083609 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 0.417661 [0.592593,0.8,0,0.333333,0.275,0,0,0,0,0,0.2,0.28125,0,0.380952,0,0,0.666667,0.486486,0,0,0,0.85] predictive_accuracy 0.474926 prior_entropy 3.754223 recall 0.474926 [0.761905,1,0,0.357143,0.282051,0,0,0,0,0,0.178571,0.5625,0,0.333333,0,0,0.4,0.62069,0,0,0,0.708333] relative_absolute_error 1.02956 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.202353 root_relative_squared_error 1.006313 scimark_benchmark 1318.143214 [789.2491447477531, 989.9589333171364, 543.942133539459, 1108.9001307328494, 3158.66572825266] total_cost 0 usercpu_time_millis 770 usercpu_time_millis_testing 10 usercpu_time_millis_training 760 area_under_roc_curve 0.843531 [0.896635,1,1,0.65625,0.704167,0.0,0.469697,0.0,0.0,0.984848,0.747312,0.992188,0.424242,0.765625,0.0,0.0,0.757576,0.994624,0.0,0.0,0.0,1] area_under_roc_curve 0.842486 [0.884615,1,0.318182,0.8125,0.729167,0.0,0.651515,0.0,0.0,1,0.763441,0.924242,0.712121,0.992188,0.0,0.0,1,0.88172,0.0,0.5,0.0,1] area_under_roc_curve 0.714036 [0.641827,0.953125,0.560606,0.632812,0.633333,0.0,0.787879,0.484848,0.0,0.0,0.84375,0.939394,0.166667,0.929688,0.0,0.5,1,0.731183,0.0,0.257576,0.0,1] area_under_roc_curve 0.795965 [0.850962,0.984375,0.969697,0.960938,0.666667,0.5,0.424242,0.409091,0.0,0.0,0.921875,0.833333,0.5,0.398438,0.893939,0.0,0.833333,0.897849,0.0,0.0,0.0,1] area_under_roc_curve 0.840013 [0.931111,1,0.80303,1,0.8,0.0,0.651515,0.515152,0.0,0.0,0.709677,0.984848,0.5,0.914062,0.393939,0.0,1,0.930108,0.69697,0.0,0.0,0.84375] area_under_roc_curve 0.839501 [0.84,0.992188,0.833333,0.712121,0.6875,0.0,0.734375,1,0.0,0.0,0.854839,0.921875,0.0,0.96875,0.0,0.0,1,0.827957,0.545455,0.0,0.0,0.929688] area_under_roc_curve 0.814716 [0.751111,0.984375,0.848485,1,0.806452,0.0,0.4375,1,0.0,0.0,0.725806,0.96875,0.0,0.768817,0.0,0.0,0.893939,0.951613,0.924242,0.0,0.0,0.867188] area_under_roc_curve 0.831176 [0.873333,1,0.0,1,0.883333,0.0,0.625,0.106061,0.0,0.0,0.774194,0.734375,0.0,0.919355,0.0,0.0,0.909091,0.919355,0.590909,0.0,0.0,0.851562] area_under_roc_curve 0.740875 [0.793269,1,0.636364,1,0.504167,0.0,0.507812,0.0,0.0,0.0,0.72043,0.828125,0.287879,0.817204,0.0,0.0,0.80303,0.96875,0.424242,0.0,0.5,0.976562] area_under_roc_curve 0.799058 [0.8525,1,0.78125,0.78125,0.784483,0.0,0.609375,0.0,0.0,0.0,0.811111,0.975806,0.5625,0.355556,0.0,0.0,0.875,0.95,0.5,0.0,0.0,1] 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 0.443137 [0.666667,1,0,0,0.25,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.8,0,0,0,1] f_measure 0.532758 [0.736842,1,0,0.666667,0.4,0,0,0,0,0,0,0.285714,0,1,0,0,1,0.333333,0,0,0,1] f_measure 0.31645 [0.428571,0.571429,0,0,0.363636,0,0,0,0,0,0,0.333333,0,0.5,0,0,1,0,0,0,0,0.8] f_measure 0.378019 [0.631579,0.8,0,0.5,0,0,0,0,0,0,0.4,0,0,0,0,0,0,0.666667,0,0,0,0.8] f_measure 0.401557 [0.705882,1,0,0.666667,0,0,0,0,0,0,0,0.666667,0,0.333333,0,0,1,0.5,0,0,0,0.4] f_measure 0.41267 [0.692308,1,0,0,0.4,0,0,0,0,0,0,0.333333,0,0,0,0,1,0.4,0,0,0,0.666667] f_measure 0.413165 [0.6,0.8,0,0,0.285714,0,0,0,0,0,0.285714,0.4,0,0.4,0,0,0,0.666667,0,0,0,0.666667] f_measure 0.507448 [0.777778,1,0,0.666667,0.545455,0,0,0,0,0,0,0.285714,0,0.666667,0,0,0,0.5,0,0,0,0.666667] f_measure 0.393705 [0.631579,1,0,0.666667,0,0,0,0,0,0,0.333333,0.666667,0,0.333333,0,0,0,0.666667,0,0,0,0.5] f_measure 0.465786 [0.736842,1,0,0,0.285714,0,0,0,0,0,0.444444,0.5,0,0,0,0,0,0.666667,0,0,0,1] kappa 0.386158 kappa 0.5 kappa 0.284895 kappa 0.335938 kappa 0.369141 kappa 0.396029 kappa 0.384925 kappa 0.492537 kappa 0.359762 kappa 0.472281 kb_relative_information_score 2.986796 kb_relative_information_score 3.395833 kb_relative_information_score 2.576573 kb_relative_information_score 3.206538 kb_relative_information_score 2.781865 kb_relative_information_score 2.880868 kb_relative_information_score 2.995728 kb_relative_information_score 1.857958 kb_relative_information_score 2.40283 kb_relative_information_score 2.436446 mean_absolute_error 0.083443 mean_absolute_error 0.083501 mean_absolute_error 0.08412 mean_absolute_error 0.083794 mean_absolute_error 0.083559 mean_absolute_error 0.083328 mean_absolute_error 0.083397 mean_absolute_error 0.083559 mean_absolute_error 0.083853 mean_absolute_error 0.083539 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 0.450226 [0.538462,1,0,0,0.25,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,1] precision 0.595811 [0.636364,1,0,1,1,0,0,0,0,0,0,0.166667,0,1,0,0,1,0.333333,0,0,0,1] precision 0.327731 [0.5,0.4,0,0,0.285714,0,0,0,0,0,0,0.2,0,0.5,0,0,1,0,0,0,0,1] precision 0.363636 [0.545455,0.666667,0,0.5,0,0,0,0,0,0,0.333333,0,0,0,0,0,0,0.666667,0,0,0,1] precision 0.385784 [0.75,1,0,0.5,0,0,0,0,0,0,0,0.5,0,0.25,0,0,1,0.4,0,0,0,0.333333] precision 0.385236 [0.529412,1,0,0,0.333333,0,0,0,0,0,0,0.25,0,0,0,0,1,0.5,0,0,0,1] precision 0.394385 [0.545455,0.666667,0,0,0.25,0,0,0,0,0,0.25,0.333333,0,0.5,0,0,0,0.5,0,0,0,1] precision 0.494538 [0.777778,1,0,0.5,0.428571,0,0,0,0,0,0,0.2,0,0.666667,0,0,0,0.4,0,0,0,1] precision 0.378342 [0.545455,1,0,0.5,0,0,0,0,0,0,0.333333,1,0,0.333333,0,0,0,0.5,0,0,0,0.5] precision 0.421947 [0.636364,1,0,0,0.333333,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,0.5,0,0,0,1] predictive_accuracy 0.470588 predictive_accuracy 0.558824 predictive_accuracy 0.352941 predictive_accuracy 0.411765 predictive_accuracy 0.441176 predictive_accuracy 0.5 predictive_accuracy 0.470588 predictive_accuracy 0.558824 predictive_accuracy 0.441176 predictive_accuracy 0.545455 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 [0.875,1,0,0,0.25,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,1] recall 0.558824 [0.875,1,0,0.5,0.25,0,0,0,0,0,0,1,0,1,0,0,1,0.333333,0,0,0,1] recall 0.352941 [0.375,1,0,0,0.5,0,0,0,0,0,0,1,0,0.5,0,0,1,0,0,0,0,0.666667] recall 0.411765 [0.75,1,0,0.5,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0.666667,0,0,0,0.666667] recall 0.441176 [0.666667,1,0,1,0,0,0,0,0,0,0,1,0,0.5,0,0,1,0.666667,0,0,0,0.5] recall 0.5 [1,1,0,0,0.5,0,0,0,0,0,0,0.5,0,0,0,0,1,0.333333,0,0,0,0.5] recall 0.470588 [0.666667,1,0,0,0.333333,0,0,0,0,0,0.333333,0.5,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.558824 [0.777778,1,0,1,0.75,0,0,0,0,0,0,0.5,0,0.666667,0,0,0,0.666667,0,0,0,0.5] recall 0.441176 [0.75,1,0,1,0,0,0,0,0,0,0.333333,0.5,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.545455 [0.875,1,0,0,0.25,0,0,0,0,0,0.666667,0.5,0,0,0,0,0,1,0,0,0,1] relative_absolute_error 1.026142 relative_absolute_error 1.025546 relative_absolute_error 1.030989 relative_absolute_error 1.026999 relative_absolute_error 1.031511 relative_absolute_error 1.030632 relative_absolute_error 1.030076 relative_absolute_error 1.034917 relative_absolute_error 1.028926 relative_absolute_error 1.029937 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 0.201915 root_mean_squared_error 0.202054 root_mean_squared_error 0.203653 root_mean_squared_error 0.202876 root_mean_squared_error 0.202223 root_mean_squared_error 0.201627 root_mean_squared_error 0.201797 root_mean_squared_error 0.202221 root_mean_squared_error 0.202995 root_mean_squared_error 0.202159 root_relative_squared_error 1.002787 root_relative_squared_error 1.002195 root_relative_squared_error 1.008019 root_relative_squared_error 1.004172 root_relative_squared_error 1.008192 root_relative_squared_error 1.007172 root_relative_squared_error 1.006625 root_relative_squared_error 1.011541 root_relative_squared_error 1.005947 root_relative_squared_error 1.006566 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 810 usercpu_time_millis 740 usercpu_time_millis 650 usercpu_time_millis 860 usercpu_time_millis 750 usercpu_time_millis 730 usercpu_time_millis 750 usercpu_time_millis 700 usercpu_time_millis 730 usercpu_time_millis 740 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 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_training 810 usercpu_time_millis_training 730 usercpu_time_millis_training 650 usercpu_time_millis_training 860 usercpu_time_millis_training 750 usercpu_time_millis_training 730 usercpu_time_millis_training 750 usercpu_time_millis_training 700 usercpu_time_millis_training 720 usercpu_time_millis_training 740