OpenML
Supervised Classification on PhishingWebsites

Supervised Classification on PhishingWebsites

Task 34537 Supervised Classification PhishingWebsites 29311 runs submitted
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  • OpenML100 study_107 study_123 study_14
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.966, kappa: 0.9311, kb_relative_information_score: 9286.5177, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9662, predictive_accuracy: 0.9661, prior_entropy: 0.9906, recall: 0.9661, relative_absolute_error: 0.1834, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9576, kappa: 0.9139, kb_relative_information_score: 8700.5663, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.958, predictive_accuracy: 0.9577, prior_entropy: 0.9906, recall: 0.9577, relative_absolute_error: 0.2472, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.3878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9396, kappa: 0.8775, kb_relative_information_score: 9033.4205, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9397, predictive_accuracy: 0.9397, prior_entropy: 0.9906, recall: 0.9397, relative_absolute_error: 0.1974, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.4251, scimark_benchmark: 1949.4098, usercpu_time_millis: 3.65, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 3.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1954.7024, usercpu_time_millis: 1, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 0.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1955.7179, usercpu_time_millis: 0.996, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1955.7179, usercpu_time_millis: 1.026, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1948.3943, usercpu_time_millis: 1.019, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1949.4098, usercpu_time_millis: 1.025, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9115, kappa: 0.8203, kb_relative_information_score: 4252.6917, mean_absolute_error: 0.3369, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9132, predictive_accuracy: 0.912, prior_entropy: 0.9906, recall: 0.912, relative_absolute_error: 0.6826, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.3524, root_relative_squared_error: 0.7093, scimark_benchmark: 1954.0078, usercpu_time_millis: 1.095, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1902.8834, usercpu_time_millis: 1.036, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1898.0365, usercpu_time_millis: 1.046, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1897.4302, usercpu_time_millis: 1.038, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9382, kappa: 0.8747, kb_relative_information_score: 8878.8472, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9384, predictive_accuracy: 0.9383, prior_entropy: 0.9906, recall: 0.9383, relative_absolute_error: 0.215, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.213, root_relative_squared_error: 0.4288, scimark_benchmark: 1902.325, usercpu_time_millis: 2.769, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 2.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.8742, kappa: 0.7443, kb_relative_information_score: 3564.5129, mean_absolute_error: 0.3655, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.8756, predictive_accuracy: 0.8748, prior_entropy: 0.9906, recall: 0.8748, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.3784, root_relative_squared_error: 0.7617, scimark_benchmark: 1951.0888, usercpu_time_millis: 1.06, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1951.6767, usercpu_time_millis: 1.008, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1834.2449, usercpu_time_millis: 1.206, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 1.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9376, kappa: 0.8734, kb_relative_information_score: 8844.2172, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9378, predictive_accuracy: 0.9377, prior_entropy: 0.9906, recall: 0.9377, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.4303, scimark_benchmark: 1898.0365, usercpu_time_millis: 2.584, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 2.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9373, kappa: 0.8729, kb_relative_information_score: 9049.1419, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9374, predictive_accuracy: 0.9374, prior_entropy: 0.9906, recall: 0.9374, relative_absolute_error: 0.1953, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.4257, scimark_benchmark: 1951.6767, usercpu_time_millis: 4.277, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 4.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1957.9712, usercpu_time_millis: 1.006, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 0.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9373, kappa: 0.8729, kb_relative_information_score: 9034.8395, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9374, predictive_accuracy: 0.9374, prior_entropy: 0.9906, recall: 0.9374, relative_absolute_error: 0.1969, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.426, scimark_benchmark: 1948.7748, usercpu_time_millis: 4.076, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 3.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1727.4447, usercpu_time_millis: 1.032, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.9064, kappa: 0.8105, kb_relative_information_score: 6396.41, mean_absolute_error: 0.2335, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9066, predictive_accuracy: 0.9063, prior_entropy: 0.9906, recall: 0.9063, relative_absolute_error: 0.4732, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2946, root_relative_squared_error: 0.593, scimark_benchmark: 1732.8391, usercpu_time_millis: 1.093, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9306, kappa: 0.8592, kb_relative_information_score: 8471.7383, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9311, predictive_accuracy: 0.9308, prior_entropy: 0.9906, recall: 0.9308, relative_absolute_error: 0.2572, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.4571, scimark_benchmark: 1730.1287, usercpu_time_millis: 1.93, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 1.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1894.467, usercpu_time_millis: 1.057, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.821, kappa: 0.6413, kb_relative_information_score: 1921.7609, mean_absolute_error: 0.4294, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.8697, predictive_accuracy: 0.8299, prior_entropy: 0.9906, recall: 0.8299, relative_absolute_error: 0.8701, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4346, root_relative_squared_error: 0.8749, scimark_benchmark: 1893.9118, usercpu_time_millis: 1.078, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1893.5501, usercpu_time_millis: 1.077, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1887.3483, usercpu_time_millis: 1.053, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8887, kappa: 0.7741, kb_relative_information_score: 3800.7936, mean_absolute_error: 0.3556, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.8889, predictive_accuracy: 0.8889, prior_entropy: 0.9906, recall: 0.8889, relative_absolute_error: 0.7206, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.746, scimark_benchmark: 1843.3864, usercpu_time_millis: 1.079, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1835.6503, usercpu_time_millis: 1.056, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1726.6452, usercpu_time_millis: 1.03, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1721.4034, usercpu_time_millis: 1.225, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 1.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1725.7822, usercpu_time_millis: 1.068, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9093, kappa: 0.8164, kb_relative_information_score: 6459.284, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9094, predictive_accuracy: 0.9093, prior_entropy: 0.9906, recall: 0.9093, relative_absolute_error: 0.4685, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2881, root_relative_squared_error: 0.5799, scimark_benchmark: 1712.5588, usercpu_time_millis: 1.346, usercpu_time_millis_testing: 0.203, usercpu_time_millis_training: 1.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 2001.6178, usercpu_time_millis: 0.943, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 0.784,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9381, kappa: 0.8745, kb_relative_information_score: 8820.3376, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9383, predictive_accuracy: 0.9382, prior_entropy: 0.9906, recall: 0.9382, relative_absolute_error: 0.2217, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.4305, scimark_benchmark: 1732.9618, usercpu_time_millis: 2.651, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.472,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1952.908, usercpu_time_millis: 0.94, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1893.9118, usercpu_time_millis: 0.978, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1964.5492, usercpu_time_millis: 0.961, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 0.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1964.1216, usercpu_time_millis: 0.968, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 0.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1955.7769, usercpu_time_millis: 1.08, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.922, kappa: 0.8416, kb_relative_information_score: 7974.0463, mean_absolute_error: 0.1532, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9223, predictive_accuracy: 0.9221, prior_entropy: 0.9906, recall: 0.9221, relative_absolute_error: 0.3105, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.4857, scimark_benchmark: 1827.6519, usercpu_time_millis: 1.425, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 1.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1955.7043, usercpu_time_millis: 1.078, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8887, kappa: 0.7741, kb_relative_information_score: 3960.4212, mean_absolute_error: 0.3488, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.8889, predictive_accuracy: 0.8889, prior_entropy: 0.9906, recall: 0.8889, relative_absolute_error: 0.7068, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.3653, root_relative_squared_error: 0.7353, scimark_benchmark: 1961.3845, usercpu_time_millis: 1.1, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1729.3908, usercpu_time_millis: 1.094, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1731.9625, usercpu_time_millis: 1.083, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1735.1328, usercpu_time_millis: 1.048, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1731.5618, usercpu_time_millis: 0.988, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.938, kappa: 0.8743, kb_relative_information_score: 8871.4205, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9382, predictive_accuracy: 0.9381, prior_entropy: 0.9906, recall: 0.9381, relative_absolute_error: 0.2157, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.4295, scimark_benchmark: 1961.0255, usercpu_time_millis: 2.517, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 2.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1853.454, usercpu_time_millis: 1.008, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8887, kappa: 0.7741, kb_relative_information_score: 5053.5945, mean_absolute_error: 0.2997, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.8889, predictive_accuracy: 0.8889, prior_entropy: 0.9906, recall: 0.8889, relative_absolute_error: 0.6072, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.6651, scimark_benchmark: 1720.4236, usercpu_time_millis: 1.098, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1730.1287, usercpu_time_millis: 1.092, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1850.8185, usercpu_time_millis: 1.017, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1846.2342, usercpu_time_millis: 1.004, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9379, kappa: 0.874, kb_relative_information_score: 9150.764, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9379, predictive_accuracy: 0.9379, prior_entropy: 0.9906, recall: 0.9379, relative_absolute_error: 0.1837, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4246, scimark_benchmark: 1851.3688, usercpu_time_millis: 7.231, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 7.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9333, kappa: 0.8646, kb_relative_information_score: 8614.5726, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9337, predictive_accuracy: 0.9334, prior_entropy: 0.9906, recall: 0.9334, relative_absolute_error: 0.2423, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.4475, scimark_benchmark: 1733.7613, usercpu_time_millis: 2.264, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 2.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1836.0905, usercpu_time_millis: 1.356, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 1.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1819.673, usercpu_time_millis: 1.303, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 1.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1858.0974, usercpu_time_millis: 1.01, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1861.3236, usercpu_time_millis: 1.025, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 0.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1864.5074, usercpu_time_millis: 1.029, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9374, kappa: 0.8729, kb_relative_information_score: 8637.5786, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9377, predictive_accuracy: 0.9375, prior_entropy: 0.9906, recall: 0.9375, relative_absolute_error: 0.242, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.4376, scimark_benchmark: 1833.6549, usercpu_time_millis: 2.983, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 2.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3985, kb_relative_information_score: 0.0251, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.3102, predictive_accuracy: 0.5569, prior_entropy: 0.9906, recall: 0.5569, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4967, root_relative_squared_error: 1, scimark_benchmark: 1806.7769, usercpu_time_millis: 1.02, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9374, kappa: 0.873, kb_relative_information_score: 8977.2377, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9375, predictive_accuracy: 0.9375, prior_entropy: 0.9906, recall: 0.9375, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4268, scimark_benchmark: 1730.1903, usercpu_time_millis: 3.64, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 3.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9311, kappa: 0.8601, kb_relative_information_score: 8060.0037, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9316, predictive_accuracy: 0.9313, prior_entropy: 0.9906, recall: 0.9313, relative_absolute_error: 0.3036, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.4717, scimark_benchmark: 1861.2508, usercpu_time_millis: 1.441, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 1.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.9125, kappa: 0.8225, kb_relative_information_score: 6075.892, mean_absolute_error: 0.2513, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9125, predictive_accuracy: 0.9125, prior_entropy: 0.9906, recall: 0.9125, relative_absolute_error: 0.5091, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.295, root_relative_squared_error: 0.5939, scimark_benchmark: 1817.5127, usercpu_time_millis: 1.094, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.921,

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