Task
Supervised Classification on eeg-eye-state

Supervised Classification on eeg-eye-state

Task 9983 Supervised Classification eeg-eye-state 97291 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_7
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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: 1852.5406, usercpu_time_millis: 0.282, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.24,
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: 1849.3742, usercpu_time_millis: 0.324, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.278,
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: 1737.0657, usercpu_time_millis: 0.378, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.327,
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: 1849.9051, usercpu_time_millis: 0.323, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.278,
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: 0.323, 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: 1857.1082, usercpu_time_millis: 0.279, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6071, f_measure: 0.5396, kappa: 0.1024, kb_relative_information_score: 608.144, mean_absolute_error: 0.478, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5729, predictive_accuracy: 0.5776, prior_entropy: 0.9924, recall: 0.5776, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4865, root_relative_squared_error: 0.978, scimark_benchmark: 1848.8462, usercpu_time_millis: 0.588, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.539,
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: 1738.3274, usercpu_time_millis: 0.286, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5988, f_measure: 0.4225, kappa: 0.0244, kb_relative_information_score: 178.946, mean_absolute_error: 0.4902, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6166, predictive_accuracy: 0.5599, prior_entropy: 0.9924, recall: 0.5599, relative_absolute_error: 0.9908, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4934, root_relative_squared_error: 0.992, scimark_benchmark: 1771.0543, usercpu_time_millis: 0.333, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5994, f_measure: 0.5505, kappa: 0.1085, kb_relative_information_score: 701.7335, mean_absolute_error: 0.4747, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5692, predictive_accuracy: 0.5763, prior_entropy: 0.9924, recall: 0.5763, relative_absolute_error: 0.9595, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4865, root_relative_squared_error: 0.9781, scimark_benchmark: 1847.2233, usercpu_time_millis: 35.356, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 35.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6066, f_measure: 0.5407, kappa: 0.0997, kb_relative_information_score: 622.5462, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5687, predictive_accuracy: 0.5751, prior_entropy: 0.9924, recall: 0.5751, relative_absolute_error: 0.9652, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9779, scimark_benchmark: 1771.6028, usercpu_time_millis: 0.502, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.459,
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: 1740.7471, usercpu_time_millis: 0.308, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.26,
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: 1731.9625, usercpu_time_millis: 0.307, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.405, kappa: 0.0128, kb_relative_information_score: 128.4289, mean_absolute_error: 0.4915, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6814, predictive_accuracy: 0.5562, prior_entropy: 0.9924, recall: 0.5562, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.9942, scimark_benchmark: 1733.7613, usercpu_time_millis: 0.344, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.297,
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: 1732.3667, usercpu_time_millis: 0.311, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.264,
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: 1780.6396, usercpu_time_millis: 0.297, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.5549, kappa: 0.1183, kb_relative_information_score: 722.5156, mean_absolute_error: 0.4746, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5755, predictive_accuracy: 0.5813, prior_entropy: 0.9924, recall: 0.5813, relative_absolute_error: 0.9592, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4852, root_relative_squared_error: 0.9755, scimark_benchmark: 1731.0556, usercpu_time_millis: 0.819, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.777,
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: 1851.4874, 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: 0.4997, 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: 1715.287, usercpu_time_millis: 0.294, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5992, f_measure: 0.4958, kappa: 0.0749, kb_relative_information_score: 387.9698, mean_absolute_error: 0.4844, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5856, predictive_accuracy: 0.5743, prior_entropy: 0.9924, recall: 0.5743, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4896, root_relative_squared_error: 0.9843, scimark_benchmark: 1919.3841, usercpu_time_millis: 0.364, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.322,
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: 1851.4416, usercpu_time_millis: 0.275, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.233,
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: 1849.9303, usercpu_time_millis: 0.323, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.279,
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: 1737.5279, usercpu_time_millis: 0.305, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6039, f_measure: 0.5332, kappa: 0.0948, kb_relative_information_score: 563.8509, mean_absolute_error: 0.4793, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5701, predictive_accuracy: 0.575, prior_entropy: 0.9924, recall: 0.575, relative_absolute_error: 0.9687, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4872, root_relative_squared_error: 0.9795, scimark_benchmark: 1732.9618, usercpu_time_millis: 0.453, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.404,
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: 1794.3555, usercpu_time_millis: 0.314, usercpu_time_millis_testing: 0.047, 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: 1856.125, usercpu_time_millis: 0.289, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6036, f_measure: 0.5366, kappa: 0.1003, kb_relative_information_score: 558.8246, mean_absolute_error: 0.4794, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5734, predictive_accuracy: 0.5774, prior_entropy: 0.9924, recall: 0.5774, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4872, root_relative_squared_error: 0.9796, scimark_benchmark: 1917.0851, usercpu_time_millis: 0.366, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5517, f_measure: 0.3919, kappa: 0.0002, kb_relative_information_score: 9.6439, mean_absolute_error: 0.4945, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.7526, predictive_accuracy: 0.5513, prior_entropy: 0.9924, recall: 0.5513, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9996, scimark_benchmark: 1920.925, usercpu_time_millis: 0.274, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.616, f_measure: 0.5706, kappa: 0.1392, kb_relative_information_score: 902.6521, mean_absolute_error: 0.4691, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5816, predictive_accuracy: 0.5874, prior_entropy: 0.9924, recall: 0.5874, relative_absolute_error: 0.9482, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.484, root_relative_squared_error: 0.9732, scimark_benchmark: 1624.7554, usercpu_time_millis: 1.773, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 1.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5918, f_measure: 0.5295, kappa: 0.0848, kb_relative_information_score: 520.5214, mean_absolute_error: 0.4802, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5621, predictive_accuracy: 0.5698, prior_entropy: 0.9924, recall: 0.5698, relative_absolute_error: 0.9705, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9813, scimark_benchmark: 1850.2875, usercpu_time_millis: 28.317, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 28.27,
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: 1736.4936, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.258,
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: 1755.27, usercpu_time_millis: 0.309, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.263,
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: 1735.1328, usercpu_time_millis: 0.297, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.254,
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: 1783.6593, usercpu_time_millis: 0.285, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.241,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.5654, kappa: 0.1309, kb_relative_information_score: 847.2336, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5783, predictive_accuracy: 0.5844, prior_entropy: 0.9924, recall: 0.5844, 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: 1733.7613, usercpu_time_millis: 1.148, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 1.099,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6142, f_measure: 0.5638, kappa: 0.1291, kb_relative_information_score: 822.9735, mean_absolute_error: 0.4716, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.578, predictive_accuracy: 0.584, prior_entropy: 0.9924, recall: 0.584, relative_absolute_error: 0.9531, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4844, root_relative_squared_error: 0.9739, scimark_benchmark: 1939.6231, usercpu_time_millis: 1.112, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 1.069,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5959, f_measure: 0.5404, kappa: 0.0988, kb_relative_information_score: 589.5032, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5679, predictive_accuracy: 0.5746, prior_entropy: 0.9924, recall: 0.5746, relative_absolute_error: 0.9664, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4873, root_relative_squared_error: 0.9797, scimark_benchmark: 1765.6155, usercpu_time_millis: 34.207, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 34.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5686, f_measure: 0.5024, kappa: 0.0679, kb_relative_information_score: 290.2207, mean_absolute_error: 0.4864, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5657, predictive_accuracy: 0.5683, prior_entropy: 0.9924, recall: 0.5683, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4916, root_relative_squared_error: 0.9883, scimark_benchmark: 1856.1949, usercpu_time_millis: 51.632, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 51.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5813, f_measure: 0.4055, kappa: 0.0135, kb_relative_information_score: 127.6151, mean_absolute_error: 0.4915, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6841, predictive_accuracy: 0.5565, prior_entropy: 0.9924, recall: 0.5565, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.9942, scimark_benchmark: 1746.0082, usercpu_time_millis: 0.548, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.486,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6129, f_measure: 0.5622, kappa: 0.1285, kb_relative_information_score: 780.0313, mean_absolute_error: 0.4729, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.579, predictive_accuracy: 0.5846, prior_entropy: 0.9924, recall: 0.5846, relative_absolute_error: 0.9558, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4847, root_relative_squared_error: 0.9745, scimark_benchmark: 1857.5664, usercpu_time_millis: 0.894, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.851,
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: 1822.4615, usercpu_time_millis: 0.369, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5665, f_measure: 0.3921, kappa: 0.0004, kb_relative_information_score: 30.7019, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6405, predictive_accuracy: 0.5513, prior_entropy: 0.9924, recall: 0.5513, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9986, scimark_benchmark: 1850.9136, usercpu_time_millis: 0.295, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.253,
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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: 1851.7642, usercpu_time_millis: 0.283, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5748, f_measure: 0.4295, kappa: 0.0343, kb_relative_information_score: 161.0373, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6503, predictive_accuracy: 0.5642, prior_entropy: 0.9924, recall: 0.5642, relative_absolute_error: 0.9914, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4936, root_relative_squared_error: 0.9923, scimark_benchmark: 1846.295, usercpu_time_millis: 25.842, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 25.799,
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: 1849.9303, usercpu_time_millis: 0.373, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.33,
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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: 1814.7627, usercpu_time_millis: 0.283, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.242,
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: 0.29, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.246,
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: 1875.7685, 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: 1731.9989, usercpu_time_millis: 0.398, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.346,
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: 1741.5466, usercpu_time_millis: 0.29, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.248,
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: 1782.2257, usercpu_time_millis: 0.293, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.247,
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: 1850.3885, 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: 0.6133, f_measure: 0.562, kappa: 0.1274, kb_relative_information_score: 790.9371, mean_absolute_error: 0.4725, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5782, predictive_accuracy: 0.584, prior_entropy: 0.9924, recall: 0.584, relative_absolute_error: 0.9551, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4846, root_relative_squared_error: 0.9743, scimark_benchmark: 1849.8294, usercpu_time_millis: 0.924, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.882,
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: 0.309, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5104, f_measure: 0.3917, kb_relative_information_score: 1.1205, 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: 1859.6666, usercpu_time_millis: 0.311, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.262,
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: 2017.8108, usercpu_time_millis: 0.265, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.225,

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