OpenML
Supervised Classification on eeg-eye-state

Supervised Classification on eeg-eye-state

Task 14951 Supervised Classification eeg-eye-state 66579 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.3841, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1857.7641, usercpu_time_millis: 0.289, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.0716, usercpu_time_millis: 0.298, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1846.1643, usercpu_time_millis: 0.298, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1852.8859, usercpu_time_millis: 0.286, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1857.5664, usercpu_time_millis: 0.281, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.454, usercpu_time_millis: 0.297, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, f_measure: 0.4028, kappa: 0.0101, kb_relative_information_score: 112.9809, mean_absolute_error: 0.4919, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6596, predictive_accuracy: 0.5551, prior_entropy: 0.9924, recall: 0.5551, relative_absolute_error: 0.9941, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9949, scimark_benchmark: 1853.454, usercpu_time_millis: 0.323, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.2241, usercpu_time_millis: 0.281, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1849.8294, usercpu_time_millis: 0.332, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1854.4951, usercpu_time_millis: 0.336, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1852.9988, usercpu_time_millis: 0.335, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.5251, kappa: 0.0902, kb_relative_information_score: 515.3415, mean_absolute_error: 0.4807, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5726, predictive_accuracy: 0.5752, prior_entropy: 0.9924, recall: 0.5752, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4878, root_relative_squared_error: 0.9807, scimark_benchmark: 1851.3287, usercpu_time_millis: 0.42, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.3841, usercpu_time_millis: 0.282, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.0716, usercpu_time_millis: 0.278, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1849.8294, usercpu_time_millis: 0.28, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.454, usercpu_time_millis: 0.301, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5895, f_measure: 0.3918, kappa: 0, kb_relative_information_score: 16.3212, mean_absolute_error: 0.4943, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5282, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9992, scimark_benchmark: 1855.4813, usercpu_time_millis: 0.314, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1849.8294, usercpu_time_millis: 0.329, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1852.9259, usercpu_time_millis: 0.333, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 0.324, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6085, f_measure: 0.5467, kappa: 0.1094, kb_relative_information_score: 657.5542, mean_absolute_error: 0.4765, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5739, predictive_accuracy: 0.5792, prior_entropy: 0.9924, recall: 0.5792, relative_absolute_error: 0.9631, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4858, root_relative_squared_error: 0.9768, scimark_benchmark: 1853.454, usercpu_time_millis: 0.626, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6153, f_measure: 0.5676, kappa: 0.1341, kb_relative_information_score: 872.5345, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5794, predictive_accuracy: 0.5854, prior_entropy: 0.9924, recall: 0.5854, relative_absolute_error: 0.95, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4842, root_relative_squared_error: 0.9735, scimark_benchmark: 1853.454, usercpu_time_millis: 1.338, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 1.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5663, f_measure: 0.3947, kappa: 0.003, kb_relative_information_score: 47.1742, mean_absolute_error: 0.4936, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.7122, predictive_accuracy: 0.5524, prior_entropy: 0.9924, recall: 0.5524, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9978, scimark_benchmark: 1856.7258, usercpu_time_millis: 0.327, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6067, f_measure: 0.5414, kappa: 0.0998, kb_relative_information_score: 627.4248, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5682, predictive_accuracy: 0.5748, prior_entropy: 0.9924, recall: 0.5748, relative_absolute_error: 0.9649, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9778, scimark_benchmark: 1860.2646, usercpu_time_millis: 0.493, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1849.447, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1858.6775, usercpu_time_millis: 0.309, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6147, f_measure: 0.5653, kappa: 0.1308, kb_relative_information_score: 846.825, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5783, predictive_accuracy: 0.5843, prior_entropy: 0.9924, recall: 0.5843, relative_absolute_error: 0.9516, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4843, root_relative_squared_error: 0.9737, scimark_benchmark: 1854.4431, usercpu_time_millis: 1.121, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 1.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1852.9988, usercpu_time_millis: 0.311, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6048, f_measure: 0.5379, kappa: 0.0986, kb_relative_information_score: 586.9409, mean_absolute_error: 0.4786, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5701, predictive_accuracy: 0.5756, prior_entropy: 0.9924, recall: 0.5756, relative_absolute_error: 0.9673, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9789, scimark_benchmark: 1857.1082, usercpu_time_millis: 0.455, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1851.3287, usercpu_time_millis: 0.305, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.539, kappa: 0.1024, kb_relative_information_score: 602.4264, mean_absolute_error: 0.4782, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5735, predictive_accuracy: 0.5778, prior_entropy: 0.9924, recall: 0.5778, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4865, root_relative_squared_error: 0.9781, scimark_benchmark: 1847.6005, usercpu_time_millis: 0.615, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1851.9295, usercpu_time_millis: 0.336, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.3841, usercpu_time_millis: 0.338, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.288,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1737.7232, usercpu_time_millis: 0.339, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.286,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1739.709, usercpu_time_millis: 0.326, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1736.0763, usercpu_time_millis: 0.33, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6034, f_measure: 0.5332, kappa: 0.0968, kb_relative_information_score: 553.0496, mean_absolute_error: 0.4796, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5726, predictive_accuracy: 0.5764, prior_entropy: 0.9924, recall: 0.5764, relative_absolute_error: 0.9693, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4873, root_relative_squared_error: 0.9797, scimark_benchmark: 1855.0232, usercpu_time_millis: 0.456, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.404,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1856.5802, usercpu_time_millis: 0.339, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.288,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.454, usercpu_time_millis: 0.346, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1848.321, usercpu_time_millis: 0.287, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6006, f_measure: 0.4491, kappa: 0.0495, kb_relative_information_score: 226.3516, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6304, predictive_accuracy: 0.5693, prior_entropy: 0.9924, recall: 0.5693, relative_absolute_error: 0.9883, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4925, root_relative_squared_error: 0.9901, scimark_benchmark: 1730.7707, usercpu_time_millis: 0.409, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1852.9259, usercpu_time_millis: 0.282, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5843, f_measure: 0.399, kappa: 0.0078, kb_relative_information_score: 100.1423, mean_absolute_error: 0.4922, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.736, predictive_accuracy: 0.5543, prior_entropy: 0.9924, recall: 0.5543, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9954, scimark_benchmark: 1850.4554, usercpu_time_millis: 0.33, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1733.7613, usercpu_time_millis: 0.332, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1732.9633, usercpu_time_millis: 0.332, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1733.299, usercpu_time_millis: 0.325, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6136, f_measure: 0.5626, kappa: 0.1283, kb_relative_information_score: 799.0813, mean_absolute_error: 0.4723, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5785, predictive_accuracy: 0.5842, prior_entropy: 0.9924, recall: 0.5842, relative_absolute_error: 0.9546, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4845, root_relative_squared_error: 0.9742, scimark_benchmark: 1732.7793, usercpu_time_millis: 1.01, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6133, f_measure: 0.5623, kappa: 0.1278, kb_relative_information_score: 793.3026, mean_absolute_error: 0.4725, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5783, predictive_accuracy: 0.5841, prior_entropy: 0.9924, recall: 0.5841, relative_absolute_error: 0.9549, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4846, root_relative_squared_error: 0.9743, scimark_benchmark: 1736.979, usercpu_time_millis: 0.985, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5973, f_measure: 0.5451, kappa: 0.1012, kb_relative_information_score: 642.1453, mean_absolute_error: 0.4765, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5663, predictive_accuracy: 0.5738, prior_entropy: 0.9924, recall: 0.5738, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.979, scimark_benchmark: 1853.454, usercpu_time_millis: 28.732, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 28.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1855.0232, usercpu_time_millis: 0.315, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1853.454, usercpu_time_millis: 0.314, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5104, f_measure: 0.3917, kb_relative_information_score: 1.6267, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9999, scimark_benchmark: 1849.3014, usercpu_time_millis: 0.275, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1735.7557, usercpu_time_millis: 0.32, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1730.591, usercpu_time_millis: 0.324, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1849.6679, usercpu_time_millis: 0.33, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6089, f_measure: 0.5465, kappa: 0.1088, kb_relative_information_score: 658.8121, mean_absolute_error: 0.4765, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5733, predictive_accuracy: 0.5788, prior_entropy: 0.9924, recall: 0.5788, relative_absolute_error: 0.9631, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4859, root_relative_squared_error: 0.9768, scimark_benchmark: 1845.7061, usercpu_time_millis: 0.688, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.642,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs