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: 1859.1356, usercpu_time_millis: 0.295, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5979, f_measure: 0.547, kappa: 0.104, kb_relative_information_score: 652.7381, mean_absolute_error: 0.4762, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5677, predictive_accuracy: 0.575, prior_entropy: 0.9924, recall: 0.575, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9788, scimark_benchmark: 1857.0384, usercpu_time_millis: 30.295, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 30.248,
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: 1853.9121, usercpu_time_millis: 0.3, usercpu_time_millis_testing: 0.043, 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: 1858.6076, usercpu_time_millis: 0.299, usercpu_time_millis_testing: 0.045, 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: 1733.4264, 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: 1850.2875, usercpu_time_millis: 0.287, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3917, kb_relative_information_score: 0.0168, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.3038, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, scimark_benchmark: 1733.7613, usercpu_time_millis: 0.319, usercpu_time_millis_testing: 0.048, 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: 1889.5946, 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: 0.6079, f_measure: 0.5429, kappa: 0.1057, kb_relative_information_score: 630.0507, mean_absolute_error: 0.4773, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5734, predictive_accuracy: 0.5784, prior_entropy: 0.9924, recall: 0.5784, relative_absolute_error: 0.9648, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4862, root_relative_squared_error: 0.9775, scimark_benchmark: 1734.2259, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6135, f_measure: 0.5625, kappa: 0.1282, kb_relative_information_score: 788.7378, mean_absolute_error: 0.4726, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5785, predictive_accuracy: 0.5842, prior_entropy: 0.9924, recall: 0.5842, relative_absolute_error: 0.9552, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4846, root_relative_squared_error: 0.9744, scimark_benchmark: 1738.3274, usercpu_time_millis: 1.122, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 1.072,
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: 1851.8567, usercpu_time_millis: 0.312, usercpu_time_millis_testing: 0.048, 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: 1847.817, usercpu_time_millis: 0.312, usercpu_time_millis_testing: 0.046, 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: 1848.8462, 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: 0.5978, f_measure: 0.5465, kappa: 0.1034, kb_relative_information_score: 650.5075, mean_absolute_error: 0.4763, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5674, predictive_accuracy: 0.5747, prior_entropy: 0.9924, recall: 0.5747, relative_absolute_error: 0.9626, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9788, scimark_benchmark: 1846.6923, usercpu_time_millis: 29.788, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 29.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6159, f_measure: 0.5666, kappa: 0.132, kb_relative_information_score: 878.0899, mean_absolute_error: 0.4699, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5781, predictive_accuracy: 0.5842, prior_entropy: 0.9924, recall: 0.5842, relative_absolute_error: 0.9497, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4842, root_relative_squared_error: 0.9735, scimark_benchmark: 1853.5297, usercpu_time_millis: 1.753, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 1.706,
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: 1854.0399, usercpu_time_millis: 0.313, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.27,
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: 1908.3469, usercpu_time_millis: 0.283, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.241,
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: 1808.2825, usercpu_time_millis: 0.308, usercpu_time_millis_testing: 0.047, 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: 1735.1328, usercpu_time_millis: 0.293, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5815, f_measure: 0.3921, kappa: 0.0004, kb_relative_information_score: 45.4167, mean_absolute_error: 0.4936, 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: 0.9977, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9979, scimark_benchmark: 1853.5297, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.043, 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: 1852.5406, usercpu_time_millis: 0.279, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.235,
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: 1830.997, usercpu_time_millis: 0.277, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.235,
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: 1856.7258, usercpu_time_millis: 0.833, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.778,
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: 0.831, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6155, f_measure: 0.5671, kappa: 0.133, kb_relative_information_score: 873.7398, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5787, predictive_accuracy: 0.5848, prior_entropy: 0.9924, recall: 0.5848, relative_absolute_error: 0.95, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4842, root_relative_squared_error: 0.9735, scimark_benchmark: 1736.0929, usercpu_time_millis: 1.655, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 1.609,
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: 1733.7613, usercpu_time_millis: 0.285, usercpu_time_millis_testing: 0.045, 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: 1731.5618, usercpu_time_millis: 0.429, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.376,
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: 1927.8769, usercpu_time_millis: 0.292, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5645, f_measure: 0.3918, kappa: 0, kb_relative_information_score: 24.3957, mean_absolute_error: 0.4941, 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: 0.9987, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9989, scimark_benchmark: 1933.0191, usercpu_time_millis: 0.309, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6137, f_measure: 0.5628, kappa: 0.1284, kb_relative_information_score: 799.5979, mean_absolute_error: 0.4723, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5784, predictive_accuracy: 0.5842, prior_entropy: 0.9924, recall: 0.5842, relative_absolute_error: 0.9546, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4845, root_relative_squared_error: 0.9742, scimark_benchmark: 1725.3924, usercpu_time_millis: 1.048, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 1.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5866, f_measure: 0.4205, kappa: 0.0272, kb_relative_information_score: 185.3486, mean_absolute_error: 0.49, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6666, predictive_accuracy: 0.5617, prior_entropy: 0.9924, recall: 0.5617, relative_absolute_error: 0.9904, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4933, root_relative_squared_error: 0.9917, scimark_benchmark: 1785.5926, usercpu_time_millis: 0.34, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.587, f_measure: 0.5117, kappa: 0.0762, kb_relative_information_score: 404.2186, mean_absolute_error: 0.4836, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5679, predictive_accuracy: 0.5707, prior_entropy: 0.9924, recall: 0.5707, relative_absolute_error: 0.9775, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4896, root_relative_squared_error: 0.9843, scimark_benchmark: 1853.9121, usercpu_time_millis: 21.244, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 21.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5587, f_measure: 0.3918, kappa: 0, kb_relative_information_score: 18.0604, mean_absolute_error: 0.4943, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5282, predictive_accuracy: 0.5512, prior_entropy: 0.9924, recall: 0.5512, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9992, scimark_benchmark: 1765.3712, usercpu_time_millis: 0.446, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.389,
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: 0.425, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.372,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.5686, kappa: 0.1357, kb_relative_information_score: 891.9739, mean_absolute_error: 0.4695, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.58, predictive_accuracy: 0.5859, prior_entropy: 0.9924, recall: 0.5859, relative_absolute_error: 0.9489, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4841, root_relative_squared_error: 0.9733, scimark_benchmark: 1816.5662, usercpu_time_millis: 1.341, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 1.297,
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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: 1771.0543, usercpu_time_millis: 0.289, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.245,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6044, f_measure: 0.5267, kappa: 0.0921, kb_relative_information_score: 534.0998, mean_absolute_error: 0.4802, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.5734, predictive_accuracy: 0.5758, prior_entropy: 0.9924, recall: 0.5758, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4874, root_relative_squared_error: 0.98, scimark_benchmark: 1830.4181, usercpu_time_millis: 0.482, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.435,
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: 1850.9835, 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: 0.4997, 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: 0.841, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.796,
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: 1830.997, usercpu_time_millis: 0.296, usercpu_time_millis_testing: 0.045, 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