OpenML
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: 1734.3325, usercpu_time_millis: 0.307, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6036, f_measure: 0.5334, kappa: 0.0964, kb_relative_information_score: 558.1675, mean_absolute_error: 0.4794, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5718, predictive_accuracy: 0.576, prior_entropy: 0.9924, recall: 0.576, 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: 1738.3274, usercpu_time_millis: 0.416, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.373,
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: 1733.3606, usercpu_time_millis: 0.364, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.313,
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: 1850.8706, 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: 0.4997, 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: 0.302, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.256,
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: 1732.4995, usercpu_time_millis: 0.41, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.354,
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: 1670.8942, usercpu_time_millis: 0.33, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5215, f_measure: 0.3919, kappa: 0.0002, kb_relative_information_score: 5.1034, mean_absolute_error: 0.4946, 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: 0.9997, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9998, scimark_benchmark: 1853.3841, usercpu_time_millis: 0.306, usercpu_time_millis_testing: 0.048, 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: 1853.9121, usercpu_time_millis: 0.318, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.271,
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: 1855.4813, usercpu_time_millis: 0.323, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5621, f_measure: 0.3926, kappa: 0.0009, kb_relative_information_score: 30.547, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6886, predictive_accuracy: 0.5515, prior_entropy: 0.9924, recall: 0.5515, 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: 1853.454, usercpu_time_millis: 0.331, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.285,
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: 1836.1908, usercpu_time_millis: 0.329, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6119, f_measure: 0.56, kappa: 0.1253, kb_relative_information_score: 768.5689, mean_absolute_error: 0.4732, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5779, predictive_accuracy: 0.5836, prior_entropy: 0.9924, recall: 0.5836, relative_absolute_error: 0.9564, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4848, root_relative_squared_error: 0.9747, scimark_benchmark: 1736.4936, usercpu_time_millis: 0.888, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6148, f_measure: 0.5649, kappa: 0.1303, kb_relative_information_score: 833.2557, mean_absolute_error: 0.4713, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5782, predictive_accuracy: 0.5842, prior_entropy: 0.9924, recall: 0.5842, relative_absolute_error: 0.9525, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4843, root_relative_squared_error: 0.9738, scimark_benchmark: 1734.6706, usercpu_time_millis: 1.469, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 1.416,
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: 0.282, usercpu_time_millis_testing: 0.044, 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: 1855.4813, usercpu_time_millis: 0.296, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.255,
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: 1850.2875, 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: 0.4997, 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: 0.298, usercpu_time_millis_testing: 0.044, 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: 1848.2615, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.256,
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: 1777.338, usercpu_time_millis: 0.317, usercpu_time_millis_testing: 0.053, 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: 1853.5297, usercpu_time_millis: 0.299, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.255,
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: 1843.657, usercpu_time_millis: 0.3, usercpu_time_millis_testing: 0.046, 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: 1852.9988, 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: 0.4997, 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: 1857.184, usercpu_time_millis: 0.295, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6071, f_measure: 0.5391, kappa: 0.1022, kb_relative_information_score: 605.4006, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5731, predictive_accuracy: 0.5776, prior_entropy: 0.9924, recall: 0.5776, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.978, scimark_benchmark: 1851.4416, usercpu_time_millis: 0.618, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.575,
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: 0.323, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5798, f_measure: 0.4034, kappa: 0.0107, kb_relative_information_score: 116.6302, mean_absolute_error: 0.4918, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6599, predictive_accuracy: 0.5553, prior_entropy: 0.9924, recall: 0.5553, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9947, scimark_benchmark: 1857.5664, usercpu_time_millis: 0.339, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.293,
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: 0.313, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6139, f_measure: 0.5643, kappa: 0.1295, kb_relative_information_score: 835.022, mean_absolute_error: 0.4712, 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: 0.9523, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4843, root_relative_squared_error: 0.9738, scimark_benchmark: 1858.0974, usercpu_time_millis: 0.91, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5997, f_measure: 0.4497, kappa: 0.0508, kb_relative_information_score: 227.5971, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6346, predictive_accuracy: 0.5699, prior_entropy: 0.9924, recall: 0.5699, relative_absolute_error: 0.9882, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.99, scimark_benchmark: 1832.5662, usercpu_time_millis: 0.366, usercpu_time_millis_testing: 0.044, 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: 1855.0232, usercpu_time_millis: 0.292, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5509, f_measure: 0.3918, kappa: 0, kb_relative_information_score: 13.1723, mean_absolute_error: 0.4944, 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: 0.9993, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9994, scimark_benchmark: 1855.0232, usercpu_time_millis: 0.325, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6023, f_measure: 0.5235, kappa: 0.0886, kb_relative_information_score: 513.3377, mean_absolute_error: 0.4808, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5721, predictive_accuracy: 0.5746, prior_entropy: 0.9924, recall: 0.5746, relative_absolute_error: 0.9717, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4878, root_relative_squared_error: 0.9807, scimark_benchmark: 1855.6669, usercpu_time_millis: 0.495, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.452,
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: 0.324, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.274,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6054, f_measure: 0.5426, kappa: 0.1046, kb_relative_information_score: 592.7685, mean_absolute_error: 0.4784, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5724, predictive_accuracy: 0.5777, prior_entropy: 0.9924, recall: 0.5777, relative_absolute_error: 0.967, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9788, scimark_benchmark: 1847.2753, usercpu_time_millis: 0.424, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.375,
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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: 1854.4431, usercpu_time_millis: 0.311, usercpu_time_millis_testing: 0.048, 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: 1858.0974, 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: 0.6067, f_measure: 0.5402, kappa: 0.1017, kb_relative_information_score: 609.3661, mean_absolute_error: 0.478, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5715, predictive_accuracy: 0.5768, prior_entropy: 0.9924, recall: 0.5768, relative_absolute_error: 0.966, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4865, root_relative_squared_error: 0.9781, scimark_benchmark: 1854.9533, usercpu_time_millis: 0.541, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.495,
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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: 1750.1708, usercpu_time_millis: 0.308, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6025, f_measure: 0.5309, kappa: 0.0954, kb_relative_information_score: 534.9717, mean_absolute_error: 0.4801, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5731, predictive_accuracy: 0.5764, prior_entropy: 0.9924, recall: 0.5764, relative_absolute_error: 0.9704, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4875, root_relative_squared_error: 0.9802, scimark_benchmark: 1850.8706, usercpu_time_millis: 0.346, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.306,
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: 0.316, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5209, f_measure: 0.3919, kappa: 0.0002, kb_relative_information_score: 5.4325, mean_absolute_error: 0.4946, 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: 0.9997, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9998, scimark_benchmark: 1845.779, usercpu_time_millis: 0.315, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.271,
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: 1742.7055, usercpu_time_millis: 0.299, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.25,
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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: 1830.0836, usercpu_time_millis: 0.303, usercpu_time_millis_testing: 0.046, 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: 1855.6669, usercpu_time_millis: 0.363, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6148, f_measure: 0.5678, kappa: 0.135, kb_relative_information_score: 868.509, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5801, predictive_accuracy: 0.586, prior_entropy: 0.9924, recall: 0.586, relative_absolute_error: 0.9503, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4841, root_relative_squared_error: 0.9734, scimark_benchmark: 1849.3742, usercpu_time_millis: 1.053, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 1.004,
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: 1848.388, usercpu_time_millis: 0.363, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5804, f_measure: 0.4736, kappa: 0.0686, kb_relative_information_score: 240.0578, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6177, predictive_accuracy: 0.5755, prior_entropy: 0.9924, recall: 0.5755, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4921, root_relative_squared_error: 0.9894, scimark_benchmark: 1852.9988, usercpu_time_millis: 24.73, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 24.688,
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: 1844.2676, usercpu_time_millis: 0.285, usercpu_time_millis_testing: 0.042, 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: 1852.5406, usercpu_time_millis: 0.305, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.261,
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: 1856.1949, usercpu_time_millis: 0.331, usercpu_time_millis_testing: 0.048, 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: 1848.916, usercpu_time_millis: 0.314, usercpu_time_millis_testing: 0.05, 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: 1902.596, usercpu_time_millis: 0.314, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.266,
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: 1850.4554, usercpu_time_millis: 0.322, usercpu_time_millis_testing: 0.047, 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: 1846.8309, 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: 0.5883, f_measure: 0.5171, kappa: 0.0795, kb_relative_information_score: 426.7108, mean_absolute_error: 0.483, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5669, predictive_accuracy: 0.571, prior_entropy: 0.9924, recall: 0.571, relative_absolute_error: 0.9762, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4893, root_relative_squared_error: 0.9838, scimark_benchmark: 1853.9849, usercpu_time_millis: 20.579, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 20.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6001, f_measure: 0.5143, kappa: 0.0844, kb_relative_information_score: 461.1034, mean_absolute_error: 0.4823, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5766, predictive_accuracy: 0.575, prior_entropy: 0.9924, recall: 0.575, relative_absolute_error: 0.9748, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4885, root_relative_squared_error: 0.9821, scimark_benchmark: 1898.7555, usercpu_time_millis: 0.385, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.338,
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: 1909.8945, usercpu_time_millis: 0.313, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6129, f_measure: 0.5615, kappa: 0.1272, kb_relative_information_score: 773.9731, mean_absolute_error: 0.4731, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5784, predictive_accuracy: 0.5841, prior_entropy: 0.9924, recall: 0.5841, relative_absolute_error: 0.9561, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4847, root_relative_squared_error: 0.9746, scimark_benchmark: 1732.8983, usercpu_time_millis: 0.928, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.5665, kappa: 0.1331, kb_relative_information_score: 854.4899, mean_absolute_error: 0.4706, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5795, predictive_accuracy: 0.5854, prior_entropy: 0.9924, recall: 0.5854, relative_absolute_error: 0.9511, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4842, root_relative_squared_error: 0.9736, scimark_benchmark: 1912.0192, usercpu_time_millis: 0.981, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.933,
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: 1731.0556, usercpu_time_millis: 0.297, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.251,

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