OpenML
Supervised Classification on eeg-eye-state

Supervised Classification on eeg-eye-state

Task 14951 Supervised Classification eeg-eye-state 66581 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: 1265.9995, usercpu_time_millis: 0.636, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 0.561,
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: 1261.9976, usercpu_time_millis: 0.621, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5971, f_measure: 0.545, kappa: 0.1041, kb_relative_information_score: 615.2816, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5695, predictive_accuracy: 0.5761, prior_entropy: 0.9924, recall: 0.5761, relative_absolute_error: 0.9648, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9793, scimark_benchmark: 1268.0908, usercpu_time_millis: 41.9, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 41.832,
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: 1286.0121, usercpu_time_millis: 0.657, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.591,
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: 1289.9968, usercpu_time_millis: 0.652, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5949, f_measure: 0.5374, kappa: 0.0955, kb_relative_information_score: 566.4575, mean_absolute_error: 0.4788, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5671, predictive_accuracy: 0.5737, prior_entropy: 0.9924, recall: 0.5737, relative_absolute_error: 0.9678, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4875, root_relative_squared_error: 0.9802, scimark_benchmark: 1261.245, usercpu_time_millis: 40.854, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 40.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5877, f_measure: 0.5293, kappa: 0.0887, kb_relative_information_score: 486.3293, mean_absolute_error: 0.481, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5666, predictive_accuracy: 0.5725, prior_entropy: 0.9924, recall: 0.5725, relative_absolute_error: 0.9722, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4887, root_relative_squared_error: 0.9825, scimark_benchmark: 1293.4204, usercpu_time_millis: 41.716, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 41.654,
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: 1266.7517, usercpu_time_millis: 0.597, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.533,
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: 1287.4638, usercpu_time_millis: 0.66, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.595,
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: 1293.7525, usercpu_time_millis: 0.883, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 0.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6039, f_measure: 0.5352, kappa: 0.0972, kb_relative_information_score: 566.8247, mean_absolute_error: 0.4792, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.571, predictive_accuracy: 0.5758, prior_entropy: 0.9924, recall: 0.5758, relative_absolute_error: 0.9685, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9794, scimark_benchmark: 1285.0882, usercpu_time_millis: 1.152, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 1.063,
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: 1292.7736, usercpu_time_millis: 0.825, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.763,
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: 1296.349, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.647,
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: 1264.6961, usercpu_time_millis: 0.685, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.5703, kappa: 0.1388, kb_relative_information_score: 905.2108, mean_absolute_error: 0.4691, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5816, predictive_accuracy: 0.5873, prior_entropy: 0.9924, recall: 0.5873, relative_absolute_error: 0.9481, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.484, root_relative_squared_error: 0.973, scimark_benchmark: 1284.5307, usercpu_time_millis: 1.903, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 1.837,
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: 1296.1419, usercpu_time_millis: 0.78, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 0.691,
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: 1270.1291, usercpu_time_millis: 0.636, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6101, f_measure: 0.5516, kappa: 0.1139, kb_relative_information_score: 699.1134, mean_absolute_error: 0.4753, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.574, predictive_accuracy: 0.5798, prior_entropy: 0.9924, recall: 0.5798, relative_absolute_error: 0.9606, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4854, root_relative_squared_error: 0.9759, scimark_benchmark: 1258.7364, usercpu_time_millis: 1.207, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 1.138,
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: 1271.0115, usercpu_time_millis: 0.625, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.563,
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: 1289.4305, usercpu_time_millis: 0.625, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.564,
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: 1294.6261, usercpu_time_millis: 0.605, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5096, f_measure: 0.4168, kappa: 0.0104, kb_relative_information_score: -145.1913, mean_absolute_error: 0.4974, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5457, predictive_accuracy: 0.5531, prior_entropy: 0.9924, recall: 0.5531, relative_absolute_error: 1.0054, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4986, root_relative_squared_error: 1.0024, scimark_benchmark: 1285.7563, usercpu_time_millis: 217.021, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 216.943,
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: 1257.5924, usercpu_time_millis: 0.819, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.756,
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: 1271.2515, usercpu_time_millis: 0.904, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 0.819,
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: 1294.3977, usercpu_time_millis: 1.118, usercpu_time_millis_testing: 0.229, usercpu_time_millis_training: 0.889,
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: 1294.6958, usercpu_time_millis: 1.276, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 1.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5976, f_measure: 0.546, kappa: 0.1038, kb_relative_information_score: 640.4027, mean_absolute_error: 0.4766, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5684, predictive_accuracy: 0.5754, prior_entropy: 0.9924, recall: 0.5754, relative_absolute_error: 0.9633, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9789, scimark_benchmark: 1267.2211, usercpu_time_millis: 40.696, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 40.572,
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: 1288.3416, usercpu_time_millis: 0.61, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5873, f_measure: 0.4467, kappa: 0.0496, kb_relative_information_score: 239.3859, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6441, predictive_accuracy: 0.5698, prior_entropy: 0.9924, recall: 0.5698, relative_absolute_error: 0.9874, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4922, root_relative_squared_error: 0.9896, scimark_benchmark: 1281.1157, usercpu_time_millis: 0.659, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.597,
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: 1289.2981, usercpu_time_millis: 0.681, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.609,
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: 1300.7544, usercpu_time_millis: 0.656, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.586,
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: 1271.9749, usercpu_time_millis: 0.73, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 0.648,
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: 1286.0714, usercpu_time_millis: 0.785, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.713,
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: 1260.3792, usercpu_time_millis: 0.743, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 0.659,
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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: 1260.9656, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 0.627,
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: 1304.0095, usercpu_time_millis: 0.618, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.551,
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: 1270.8317, usercpu_time_millis: 0.731, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 0.653,
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: 1274.2635, usercpu_time_millis: 0.612, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.548,
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: 1269.7143, usercpu_time_millis: 0.79, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 0.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5733, f_measure: 0.3956, kappa: 0.004, kb_relative_information_score: 59.5042, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.7211, predictive_accuracy: 0.5528, prior_entropy: 0.9924, recall: 0.5528, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9973, scimark_benchmark: 1265.7334, usercpu_time_millis: 0.738, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.613, f_measure: 0.5624, kappa: 0.1283, kb_relative_information_score: 790.7215, mean_absolute_error: 0.4725, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5788, predictive_accuracy: 0.5844, prior_entropy: 0.9924, recall: 0.5844, 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: 1283.4075, usercpu_time_millis: 1.424, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 1.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6028, f_measure: 0.5334, kappa: 0.0964, kb_relative_information_score: 543.6673, mean_absolute_error: 0.4799, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5719, predictive_accuracy: 0.5761, prior_entropy: 0.9924, recall: 0.5761, relative_absolute_error: 0.9699, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4875, root_relative_squared_error: 0.9801, scimark_benchmark: 1269.9015, usercpu_time_millis: 1.069, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 0.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.4033, kappa: 0.0113, kb_relative_information_score: 123.1936, mean_absolute_error: 0.4916, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6839, predictive_accuracy: 0.5556, prior_entropy: 0.9924, recall: 0.5556, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9944, scimark_benchmark: 1273.0189, usercpu_time_millis: 0.887, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 0.811,
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: 1267.1233, usercpu_time_millis: 0.815, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 0.73,
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: 1291.7064, usercpu_time_millis: 0.824, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.758,
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: 1286.9876, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.647,
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: 1272.1249, usercpu_time_millis: 0.726, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.662,
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: 1294.6595, usercpu_time_millis: 0.897, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5776, f_measure: 0.4649, kappa: 0.0631, kb_relative_information_score: 221.8963, mean_absolute_error: 0.4888, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6265, predictive_accuracy: 0.574, prior_entropy: 0.9924, recall: 0.574, relative_absolute_error: 0.988, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.99, scimark_benchmark: 1244.5202, usercpu_time_millis: 28.501, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 28.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5773, f_measure: 0.4648, kappa: 0.064, kb_relative_information_score: 233.7521, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6307, predictive_accuracy: 0.5746, prior_entropy: 0.9924, recall: 0.5746, relative_absolute_error: 0.9873, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4922, root_relative_squared_error: 0.9897, scimark_benchmark: 1291.2285, usercpu_time_millis: 25.568, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 25.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5054, f_measure: 0.4058, kappa: 0.0054, kb_relative_information_score: -175.2091, mean_absolute_error: 0.4983, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5431, predictive_accuracy: 0.5521, prior_entropy: 0.9924, recall: 0.5521, relative_absolute_error: 1.0073, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4989, root_relative_squared_error: 1.0031, scimark_benchmark: 1290.718, usercpu_time_millis: 220.051, usercpu_time_millis_testing: 0.134, usercpu_time_millis_training: 219.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5148, f_measure: 0.4154, kappa: 0.0154, kb_relative_information_score: -125.2389, mean_absolute_error: 0.4971, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5842, predictive_accuracy: 0.5561, prior_entropy: 0.9924, recall: 0.5561, relative_absolute_error: 1.0048, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4981, root_relative_squared_error: 1.0015, scimark_benchmark: 1295.7805, usercpu_time_millis: 216.749, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 216.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5069, f_measure: 0.4052, kappa: 0.0073, kb_relative_information_score: -180.3893, mean_absolute_error: 0.4985, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5653, predictive_accuracy: 0.5532, prior_entropy: 0.9924, recall: 0.5532, relative_absolute_error: 1.0076, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.499, root_relative_squared_error: 1.0033, scimark_benchmark: 1265.3624, usercpu_time_millis: 214.572, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 214.495,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
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: 1294.8101, usercpu_time_millis: 0.696, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.632,
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: 1264.9355, usercpu_time_millis: 0.617, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.553,
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: 1291.4465, usercpu_time_millis: 0.613, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.549,
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: 1296.8174, usercpu_time_millis: 0.63, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.568,
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: 1261.3097, usercpu_time_millis: 0.68, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5198, f_measure: 0.3919, kappa: 0.0002, kb_relative_information_score: 3.562, mean_absolute_error: 0.4947, 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: 0.9998, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9998, scimark_benchmark: 1294.1885, usercpu_time_millis: 1.187, usercpu_time_millis_testing: 0.129, usercpu_time_millis_training: 1.058,
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: 1257.4429, usercpu_time_millis: 0.697, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.631,
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: 1261.905, usercpu_time_millis: 1.054, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5997, f_measure: 0.4923, kappa: 0.0724, kb_relative_information_score: 375.1789, mean_absolute_error: 0.4848, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5861, predictive_accuracy: 0.5736, prior_entropy: 0.9924, recall: 0.5736, relative_absolute_error: 0.9799, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4898, root_relative_squared_error: 0.9847, scimark_benchmark: 1264.6768, usercpu_time_millis: 1.222, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 1.133,

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