OpenML
Supervised Classification on waveform-5000

Supervised Classification on waveform-5000

Task 58 Supervised Classification waveform-5000 14815 runs submitted
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  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 under100k under1m
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14815 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.7144, kappa: 0.5719, kb_relative_information_score: 0.5446, mean_absolute_error: 0.2356, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7146, number_of_instances: 5000, precision: 0.7143, predictive_accuracy: 0.7146, prior_entropy: 1.5849, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.7669, unweighted_recall: 0.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.7414, kappa: 0.6121, kb_relative_information_score: 0.5959, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7414, number_of_instances: 5000, precision: 0.7416, predictive_accuracy: 0.7414, prior_entropy: 1.5849, relative_absolute_error: 0.4713, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.7251, unweighted_recall: 0.7416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.7682, kappa: 0.6526, kb_relative_information_score: 0.6499, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7684, number_of_instances: 5000, precision: 0.7682, predictive_accuracy: 0.7684, prior_entropy: 1.5849, relative_absolute_error: 0.4015, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.337, root_relative_squared_error: 0.7148, unweighted_recall: 0.7687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9033, f_measure: 0.754, kappa: 0.631, kb_relative_information_score: 0.6132, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.4444, weighted_recall: 0.754, number_of_instances: 5000, precision: 0.754, predictive_accuracy: 0.754, prior_entropy: 1.5849, relative_absolute_error: 0.4499, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.7209, unweighted_recall: 0.7542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.7524, kappa: 0.6286, kb_relative_information_score: 0.6057, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7524, number_of_instances: 5000, precision: 0.7524, predictive_accuracy: 0.7524, prior_entropy: 1.5849, relative_absolute_error: 0.4592, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.7208, unweighted_recall: 0.7526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.7481, kappa: 0.6219, kb_relative_information_score: 0.6471, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.4444, weighted_recall: 0.748, number_of_instances: 5000, precision: 0.7484, predictive_accuracy: 0.748, prior_entropy: 1.5849, relative_absolute_error: 0.3936, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3754, root_relative_squared_error: 0.7964, unweighted_recall: 0.7481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.7577, kappa: 0.6367, kb_relative_information_score: 0.6487, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7578, number_of_instances: 5000, precision: 0.7577, predictive_accuracy: 0.7578, prior_entropy: 1.5849, relative_absolute_error: 0.3999, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.721, unweighted_recall: 0.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.7239, kappa: 0.586, kb_relative_information_score: 0.5551, mean_absolute_error: 0.2314, mean_prior_absolute_error: 0.4444, weighted_recall: 0.724, number_of_instances: 5000, precision: 0.7238, predictive_accuracy: 0.724, prior_entropy: 1.5849, relative_absolute_error: 0.5208, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.7457, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9132, f_measure: 0.76, kappa: 0.6407, kb_relative_information_score: 0.6143, mean_absolute_error: 0.2002, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7604, number_of_instances: 5000, precision: 0.7601, predictive_accuracy: 0.7604, prior_entropy: 1.5849, relative_absolute_error: 0.4505, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.7062, unweighted_recall: 0.7608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.7618, kappa: 0.6427, kb_relative_information_score: 0.6439, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7618, number_of_instances: 5000, precision: 0.7618, predictive_accuracy: 0.7618, prior_entropy: 1.5849, relative_absolute_error: 0.4064, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.7199, unweighted_recall: 0.7619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.7673, kappa: 0.6514, kb_relative_information_score: 0.6139, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7676, number_of_instances: 5000, precision: 0.7674, predictive_accuracy: 0.7676, prior_entropy: 1.5849, relative_absolute_error: 0.4539, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.6992, unweighted_recall: 0.7679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8566, f_measure: 0.7408, kappa: 0.6112, kb_relative_information_score: 0.6411, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7408, number_of_instances: 5000, precision: 0.7408, predictive_accuracy: 0.7408, prior_entropy: 1.5849, relative_absolute_error: 0.3983, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3807, root_relative_squared_error: 0.8077, unweighted_recall: 0.7409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.7503, kappa: 0.6256, kb_relative_information_score: 0.6101, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7504, number_of_instances: 5000, precision: 0.7503, predictive_accuracy: 0.7504, prior_entropy: 1.5849, relative_absolute_error: 0.4539, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.7165, unweighted_recall: 0.7506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8292, f_measure: 0.7008, kappa: 0.5508, kb_relative_information_score: 0.5908, mean_absolute_error: 0.2022, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7006, number_of_instances: 5000, precision: 0.7019, predictive_accuracy: 0.7006, prior_entropy: 1.5849, relative_absolute_error: 0.4549, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.406, root_relative_squared_error: 0.8614, unweighted_recall: 0.7007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7513, kappa: 0.6267, kb_relative_information_score: 0.6475, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7512, number_of_instances: 5000, precision: 0.7515, predictive_accuracy: 0.7512, prior_entropy: 1.5849, relative_absolute_error: 0.397, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3554, root_relative_squared_error: 0.7539, unweighted_recall: 0.7513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.7181, kappa: 0.5776, kb_relative_information_score: 0.5446, mean_absolute_error: 0.2367, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7184, number_of_instances: 5000, precision: 0.7181, predictive_accuracy: 0.7184, prior_entropy: 1.5849, relative_absolute_error: 0.5327, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3564, root_relative_squared_error: 0.756, unweighted_recall: 0.7187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.7698, kappa: 0.6547, kb_relative_information_score: 0.654, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7698, number_of_instances: 5000, precision: 0.7699, predictive_accuracy: 0.7698, prior_entropy: 1.5849, relative_absolute_error: 0.3962, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3362, root_relative_squared_error: 0.7131, unweighted_recall: 0.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.752, kappa: 0.628, kb_relative_information_score: 0.6455, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.4444, weighted_recall: 0.752, number_of_instances: 5000, precision: 0.752, predictive_accuracy: 0.752, prior_entropy: 1.5849, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.769, unweighted_recall: 0.7521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.885, f_measure: 0.7241, kappa: 0.5863, kb_relative_information_score: 0.5788, mean_absolute_error: 0.2167, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7242, number_of_instances: 5000, precision: 0.7241, predictive_accuracy: 0.7242, prior_entropy: 1.5849, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.7606, unweighted_recall: 0.7244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, f_measure: 0.7628, kappa: 0.6445, kb_relative_information_score: 0.6445, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.4444, weighted_recall: 0.763, number_of_instances: 5000, precision: 0.7628, predictive_accuracy: 0.763, prior_entropy: 1.5849, relative_absolute_error: 0.4051, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.345, root_relative_squared_error: 0.7319, unweighted_recall: 0.7633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.7493, kappa: 0.6238, kb_relative_information_score: 0.625, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7492, number_of_instances: 5000, precision: 0.7493, predictive_accuracy: 0.7492, prior_entropy: 1.5849, relative_absolute_error: 0.4303, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3463, root_relative_squared_error: 0.7346, unweighted_recall: 0.7493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.7612, kappa: 0.6424, kb_relative_information_score: 0.6312, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7616, number_of_instances: 5000, precision: 0.7613, predictive_accuracy: 0.7616, prior_entropy: 1.5849, relative_absolute_error: 0.4249, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3396, root_relative_squared_error: 0.7205, unweighted_recall: 0.7619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.7254, kappa: 0.5881, kb_relative_information_score: 0.6109, mean_absolute_error: 0.1946, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7254, number_of_instances: 5000, precision: 0.7255, predictive_accuracy: 0.7254, prior_entropy: 1.5849, relative_absolute_error: 0.4378, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3755, root_relative_squared_error: 0.7966, unweighted_recall: 0.7256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.7486, kappa: 0.6232, kb_relative_information_score: 0.6067, mean_absolute_error: 0.2025, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7488, number_of_instances: 5000, precision: 0.7486, predictive_accuracy: 0.7488, prior_entropy: 1.5849, relative_absolute_error: 0.4557, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.7231, unweighted_recall: 0.7491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8545, f_measure: 0.672, kappa: 0.5086, kb_relative_information_score: 0.4801, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.4444, weighted_recall: 0.6724, number_of_instances: 5000, precision: 0.6719, predictive_accuracy: 0.6724, prior_entropy: 1.5849, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.8095, unweighted_recall: 0.6728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.7588, kappa: 0.6382, kb_relative_information_score: 0.657, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7588, number_of_instances: 5000, precision: 0.7588, predictive_accuracy: 0.7588, prior_entropy: 1.5849, relative_absolute_error: 0.3865, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.7424, unweighted_recall: 0.7589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.7586, kappa: 0.6375, kb_relative_information_score: 0.6544, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7584, number_of_instances: 5000, precision: 0.7594, predictive_accuracy: 0.7584, prior_entropy: 1.5849, relative_absolute_error: 0.3899, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.7481, unweighted_recall: 0.7585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.7429, kappa: 0.6141, kb_relative_information_score: 0.6361, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7428, number_of_instances: 5000, precision: 0.7432, predictive_accuracy: 0.7428, prior_entropy: 1.5849, relative_absolute_error: 0.4103, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.7683, unweighted_recall: 0.7429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.7397, kappa: 0.6093, kb_relative_information_score: 0.5938, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7396, number_of_instances: 5000, precision: 0.7399, predictive_accuracy: 0.7396, prior_entropy: 1.5849, relative_absolute_error: 0.4707, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.346, root_relative_squared_error: 0.7339, unweighted_recall: 0.7397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.7415, kappa: 0.6117, kb_relative_information_score: 0.6482, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7412, number_of_instances: 5000, precision: 0.7424, predictive_accuracy: 0.7412, prior_entropy: 1.5849, relative_absolute_error: 0.3887, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.393, root_relative_squared_error: 0.8337, unweighted_recall: 0.7412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, f_measure: 0.7376, kappa: 0.6064, kb_relative_information_score: 0.6231, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7376, number_of_instances: 5000, precision: 0.7377, predictive_accuracy: 0.7376, prior_entropy: 1.5849, relative_absolute_error: 0.425, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3686, root_relative_squared_error: 0.782, unweighted_recall: 0.7378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.7385, kappa: 0.6079, kb_relative_information_score: 0.5767, mean_absolute_error: 0.2198, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7386, number_of_instances: 5000, precision: 0.7385, predictive_accuracy: 0.7386, prior_entropy: 1.5849, relative_absolute_error: 0.4947, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3451, root_relative_squared_error: 0.7322, unweighted_recall: 0.7388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, f_measure: 0.7392, kappa: 0.6084, kb_relative_information_score: 0.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.4444, weighted_recall: 0.739, number_of_instances: 5000, precision: 0.74, predictive_accuracy: 0.739, prior_entropy: 1.5849, relative_absolute_error: 0.405, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3733, root_relative_squared_error: 0.792, unweighted_recall: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.7604, kappa: 0.6406, kb_relative_information_score: 0.6534, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7604, number_of_instances: 5000, precision: 0.7606, predictive_accuracy: 0.7604, prior_entropy: 1.5849, relative_absolute_error: 0.3934, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.7308, unweighted_recall: 0.7605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.76, kappa: 0.64, kb_relative_information_score: 0.6538, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.4444, weighted_recall: 0.76, number_of_instances: 5000, precision: 0.76, predictive_accuracy: 0.76, prior_entropy: 1.5849, relative_absolute_error: 0.3926, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.348, root_relative_squared_error: 0.7382, unweighted_recall: 0.7602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.7342, kappa: 0.6009, kb_relative_information_score: 0.6052, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.4444, weighted_recall: 0.734, number_of_instances: 5000, precision: 0.7346, predictive_accuracy: 0.734, prior_entropy: 1.5849, relative_absolute_error: 0.4519, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3559, root_relative_squared_error: 0.7549, unweighted_recall: 0.7341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.7656, kappa: 0.6484, kb_relative_information_score: 0.6304, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7656, number_of_instances: 5000, precision: 0.7656, predictive_accuracy: 0.7656, prior_entropy: 1.5849, relative_absolute_error: 0.4306, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.7016, unweighted_recall: 0.7657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.6765, kappa: 0.5162, kb_relative_information_score: 0.4659, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.4444, weighted_recall: 0.6774, number_of_instances: 5000, precision: 0.6769, predictive_accuracy: 0.6774, prior_entropy: 1.5849, relative_absolute_error: 0.62, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3805, root_relative_squared_error: 0.8072, unweighted_recall: 0.6779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.7592, kappa: 0.6388, kb_relative_information_score: 0.6447, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7592, number_of_instances: 5000, precision: 0.7592, predictive_accuracy: 0.7592, prior_entropy: 1.5849, relative_absolute_error: 0.4057, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.7126, unweighted_recall: 0.7594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.7614, kappa: 0.6421, kb_relative_information_score: 0.6568, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7614, number_of_instances: 5000, precision: 0.7614, predictive_accuracy: 0.7614, prior_entropy: 1.5849, relative_absolute_error: 0.3881, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3456, root_relative_squared_error: 0.7331, unweighted_recall: 0.7615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.7313, kappa: 0.5974, kb_relative_information_score: 0.564, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7316, number_of_instances: 5000, precision: 0.7313, predictive_accuracy: 0.7316, prior_entropy: 1.5849, relative_absolute_error: 0.5106, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7427, unweighted_recall: 0.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.7569, kappa: 0.6358, kb_relative_information_score: 0.6151, mean_absolute_error: 0.1994, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7572, number_of_instances: 5000, precision: 0.757, predictive_accuracy: 0.7572, prior_entropy: 1.5849, relative_absolute_error: 0.4487, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.707, unweighted_recall: 0.7575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.7119, kappa: 0.5687, kb_relative_information_score: 0.5443, mean_absolute_error: 0.2369, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7124, number_of_instances: 5000, precision: 0.7122, predictive_accuracy: 0.7124, prior_entropy: 1.5849, relative_absolute_error: 0.533, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3552, root_relative_squared_error: 0.7536, unweighted_recall: 0.7128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.7462, kappa: 0.6196, kb_relative_information_score: 0.5857, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7464, number_of_instances: 5000, precision: 0.7462, predictive_accuracy: 0.7464, prior_entropy: 1.5849, relative_absolute_error: 0.4845, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3424, root_relative_squared_error: 0.7263, unweighted_recall: 0.7467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.7665, kappa: 0.6499, kb_relative_information_score: 0.6515, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7666, number_of_instances: 5000, precision: 0.7665, predictive_accuracy: 0.7666, prior_entropy: 1.5849, relative_absolute_error: 0.3988, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3381, root_relative_squared_error: 0.7173, unweighted_recall: 0.7668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8471, f_measure: 0.669, kappa: 0.5031, kb_relative_information_score: 0.5025, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.4444, weighted_recall: 0.6688, number_of_instances: 5000, precision: 0.6695, predictive_accuracy: 0.6688, prior_entropy: 1.5849, relative_absolute_error: 0.5709, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3876, root_relative_squared_error: 0.8223, unweighted_recall: 0.6689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.7627, kappa: 0.6442, kb_relative_information_score: 0.652, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7628, number_of_instances: 5000, precision: 0.7627, predictive_accuracy: 0.7628, prior_entropy: 1.5849, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3358, root_relative_squared_error: 0.7125, unweighted_recall: 0.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.7455, kappa: 0.6181, kb_relative_information_score: 0.6486, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7454, number_of_instances: 5000, precision: 0.7458, predictive_accuracy: 0.7454, prior_entropy: 1.5849, relative_absolute_error: 0.3913, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.7833, unweighted_recall: 0.7455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.7558, kappa: 0.634, kb_relative_information_score: 0.6262, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.4444, weighted_recall: 0.756, number_of_instances: 5000, precision: 0.7558, predictive_accuracy: 0.756, prior_entropy: 1.5849, relative_absolute_error: 0.4306, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.7242, unweighted_recall: 0.7563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.7417, kappa: 0.6123, kb_relative_information_score: 0.6541, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7416, number_of_instances: 5000, precision: 0.7421, predictive_accuracy: 0.7416, prior_entropy: 1.5849, relative_absolute_error: 0.3809, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8554, unweighted_recall: 0.7416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.7549, kappa: 0.6325, kb_relative_information_score: 0.6382, mean_absolute_error: 0.1835, mean_prior_absolute_error: 0.4444, weighted_recall: 0.755, number_of_instances: 5000, precision: 0.7549, predictive_accuracy: 0.755, prior_entropy: 1.5849, relative_absolute_error: 0.4129, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.7253, unweighted_recall: 0.7552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.6972, kappa: 0.5458, kb_relative_information_score: 0.5824, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.4444, weighted_recall: 0.6972, number_of_instances: 5000, precision: 0.6974, predictive_accuracy: 0.6972, prior_entropy: 1.5849, relative_absolute_error: 0.4655, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.8449, unweighted_recall: 0.6974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.7683, kappa: 0.6523, kb_relative_information_score: 0.6602, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7682, number_of_instances: 5000, precision: 0.7684, predictive_accuracy: 0.7682, prior_entropy: 1.5849, relative_absolute_error: 0.3855, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.7312, unweighted_recall: 0.7683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.7365, kappa: 0.6049, kb_relative_information_score: 0.5828, mean_absolute_error: 0.2161, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7366, number_of_instances: 5000, precision: 0.7365, predictive_accuracy: 0.7366, prior_entropy: 1.5849, relative_absolute_error: 0.4863, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3436, root_relative_squared_error: 0.729, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, f_measure: 0.7088, kappa: 0.5632, kb_relative_information_score: 0.5906, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7088, number_of_instances: 5000, precision: 0.709, predictive_accuracy: 0.7088, prior_entropy: 1.5849, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3761, root_relative_squared_error: 0.7978, unweighted_recall: 0.7089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.7569, kappa: 0.6351, kb_relative_information_score: 0.6586, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7568, number_of_instances: 5000, precision: 0.7574, predictive_accuracy: 0.7568, prior_entropy: 1.5849, relative_absolute_error: 0.3822, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3572, root_relative_squared_error: 0.7578, unweighted_recall: 0.7568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.7598, kappa: 0.6397, kb_relative_information_score: 0.6543, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7598, number_of_instances: 5000, precision: 0.7598, predictive_accuracy: 0.7598, prior_entropy: 1.5849, relative_absolute_error: 0.3908, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3504, root_relative_squared_error: 0.7433, unweighted_recall: 0.7599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.7522, kappa: 0.6282, kb_relative_information_score: 0.6563, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7522, number_of_instances: 5000, precision: 0.7525, predictive_accuracy: 0.7522, prior_entropy: 1.5849, relative_absolute_error: 0.3848, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3689, root_relative_squared_error: 0.7827, unweighted_recall: 0.7522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.7126, kappa: 0.5689, kb_relative_information_score: 0.5506, mean_absolute_error: 0.2316, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7126, number_of_instances: 5000, precision: 0.7126, predictive_accuracy: 0.7126, prior_entropy: 1.5849, relative_absolute_error: 0.5212, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3588, root_relative_squared_error: 0.7612, unweighted_recall: 0.7129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.7555, kappa: 0.633, kb_relative_information_score: 0.6585, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7554, number_of_instances: 5000, precision: 0.7557, predictive_accuracy: 0.7554, prior_entropy: 1.5849, relative_absolute_error: 0.3833, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3555, root_relative_squared_error: 0.7541, unweighted_recall: 0.7555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.7499, kappa: 0.6247, kb_relative_information_score: 0.6114, mean_absolute_error: 0.1985, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7498, number_of_instances: 5000, precision: 0.7501, predictive_accuracy: 0.7498, prior_entropy: 1.5849, relative_absolute_error: 0.4466, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3503, root_relative_squared_error: 0.7431, unweighted_recall: 0.7499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7721, kappa: 0.6583, kb_relative_information_score: 0.6497, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7722, number_of_instances: 5000, precision: 0.7721, predictive_accuracy: 0.7722, prior_entropy: 1.5849, relative_absolute_error: 0.4022, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.6993, unweighted_recall: 0.7724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8274, f_measure: 0.6913, kappa: 0.5367, kb_relative_information_score: 0.5715, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.4444, weighted_recall: 0.6912, number_of_instances: 5000, precision: 0.6916, predictive_accuracy: 0.6912, prior_entropy: 1.5849, relative_absolute_error: 0.4793, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.863, unweighted_recall: 0.6914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.7488, kappa: 0.6232, kb_relative_information_score: 0.6512, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7488, number_of_instances: 5000, precision: 0.7489, predictive_accuracy: 0.7488, prior_entropy: 1.5849, relative_absolute_error: 0.3893, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.368, root_relative_squared_error: 0.7807, unweighted_recall: 0.7489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.7511, kappa: 0.6268, kb_relative_information_score: 0.6255, mean_absolute_error: 0.191, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7512, number_of_instances: 5000, precision: 0.7511, predictive_accuracy: 0.7512, prior_entropy: 1.5849, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.345, root_relative_squared_error: 0.7318, unweighted_recall: 0.7514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.762, kappa: 0.643, kb_relative_information_score: 0.6647, mean_absolute_error: 0.1672, mean_prior_absolute_error: 0.4444, weighted_recall: 0.762, number_of_instances: 5000, precision: 0.762, predictive_accuracy: 0.762, prior_entropy: 1.5849, relative_absolute_error: 0.3762, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.356, root_relative_squared_error: 0.7553, unweighted_recall: 0.7621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.7567, kappa: 0.6352, kb_relative_information_score: 0.6342, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7568, number_of_instances: 5000, precision: 0.7567, predictive_accuracy: 0.7568, prior_entropy: 1.5849, relative_absolute_error: 0.4189, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.342, root_relative_squared_error: 0.7256, unweighted_recall: 0.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.7613, kappa: 0.6421, kb_relative_information_score: 0.641, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7614, number_of_instances: 5000, precision: 0.7613, predictive_accuracy: 0.7614, prior_entropy: 1.5849, relative_absolute_error: 0.4109, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.7109, unweighted_recall: 0.7616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, f_measure: 0.737, kappa: 0.6058, kb_relative_information_score: 0.6039, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7372, number_of_instances: 5000, precision: 0.737, predictive_accuracy: 0.7372, prior_entropy: 1.5849, relative_absolute_error: 0.456, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.7418, unweighted_recall: 0.7375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.7361, kappa: 0.6039, kb_relative_information_score: 0.6404, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.4444, weighted_recall: 0.736, number_of_instances: 5000, precision: 0.7363, predictive_accuracy: 0.736, prior_entropy: 1.5849, relative_absolute_error: 0.3948, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.8701, unweighted_recall: 0.7361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.7074, kappa: 0.562, kb_relative_information_score: 0.5294, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.4444, weighted_recall: 0.708, number_of_instances: 5000, precision: 0.7072, predictive_accuracy: 0.708, prior_entropy: 1.5849, relative_absolute_error: 0.5497, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.7717, unweighted_recall: 0.7084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.7426, kappa: 0.6139, kb_relative_information_score: 0.6164, mean_absolute_error: 0.1966, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7426, number_of_instances: 5000, precision: 0.7426, predictive_accuracy: 0.7426, prior_entropy: 1.5849, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.7241, unweighted_recall: 0.7428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.7485, kappa: 0.6225, kb_relative_information_score: 0.6501, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7484, number_of_instances: 5000, precision: 0.7488, predictive_accuracy: 0.7484, prior_entropy: 1.5849, relative_absolute_error: 0.388, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.377, root_relative_squared_error: 0.7998, unweighted_recall: 0.7485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.7653, kappa: 0.6481, kb_relative_information_score: 0.6268, mean_absolute_error: 0.192, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7654, number_of_instances: 5000, precision: 0.7653, predictive_accuracy: 0.7654, prior_entropy: 1.5849, relative_absolute_error: 0.4321, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.7225, unweighted_recall: 0.7656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.7315, kappa: 0.5974, kb_relative_information_score: 0.5931, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7316, number_of_instances: 5000, precision: 0.7315, predictive_accuracy: 0.7316, prior_entropy: 1.5849, relative_absolute_error: 0.4672, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.7514, unweighted_recall: 0.7319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.7481, kappa: 0.6223, kb_relative_information_score: 0.6238, mean_absolute_error: 0.191, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7482, number_of_instances: 5000, precision: 0.748, predictive_accuracy: 0.7482, prior_entropy: 1.5849, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.7402, unweighted_recall: 0.7485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7265, kappa: 0.5902, kb_relative_information_score: 0.5763, mean_absolute_error: 0.2184, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7268, number_of_instances: 5000, precision: 0.7266, predictive_accuracy: 0.7268, prior_entropy: 1.5849, relative_absolute_error: 0.4913, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3554, root_relative_squared_error: 0.754, unweighted_recall: 0.7271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8402, f_measure: 0.7333, kappa: 0.5997, kb_relative_information_score: 0.6356, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7332, number_of_instances: 5000, precision: 0.7338, predictive_accuracy: 0.7332, prior_entropy: 1.5849, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3938, root_relative_squared_error: 0.8355, unweighted_recall: 0.7332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.7502, kappa: 0.6256, kb_relative_information_score: 0.6074, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7504, number_of_instances: 5000, precision: 0.7504, predictive_accuracy: 0.7504, prior_entropy: 1.5849, relative_absolute_error: 0.456, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.7168, unweighted_recall: 0.7506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.7235, kappa: 0.5854, kb_relative_information_score: 0.5607, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7236, number_of_instances: 5000, precision: 0.7235, predictive_accuracy: 0.7236, prior_entropy: 1.5849, relative_absolute_error: 0.5113, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3568, root_relative_squared_error: 0.7569, unweighted_recall: 0.7239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.7484, kappa: 0.6222, kb_relative_information_score: 0.6525, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7482, number_of_instances: 5000, precision: 0.749, predictive_accuracy: 0.7482, prior_entropy: 1.5849, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.7726, unweighted_recall: 0.7482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.7628, kappa: 0.6442, kb_relative_information_score: 0.653, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7628, number_of_instances: 5000, precision: 0.7631, predictive_accuracy: 0.7628, prior_entropy: 1.5849, relative_absolute_error: 0.3939, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.726, unweighted_recall: 0.7629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.7379, kappa: 0.6066, kb_relative_information_score: 0.6307, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7378, number_of_instances: 5000, precision: 0.7381, predictive_accuracy: 0.7378, prior_entropy: 1.5849, relative_absolute_error: 0.4167, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.7693, unweighted_recall: 0.7379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.723, kappa: 0.5841, kb_relative_information_score: 0.5995, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7228, number_of_instances: 5000, precision: 0.7238, predictive_accuracy: 0.7228, prior_entropy: 1.5849, relative_absolute_error: 0.4546, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3652, root_relative_squared_error: 0.7746, unweighted_recall: 0.7228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.7462, kappa: 0.6189, kb_relative_information_score: 0.6353, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.4444, weighted_recall: 0.746, number_of_instances: 5000, precision: 0.7466, predictive_accuracy: 0.746, prior_entropy: 1.5849, relative_absolute_error: 0.4096, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3646, root_relative_squared_error: 0.7734, unweighted_recall: 0.7461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.7405, kappa: 0.6105, kb_relative_information_score: 0.6441, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7404, number_of_instances: 5000, precision: 0.7407, predictive_accuracy: 0.7404, prior_entropy: 1.5849, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8416, unweighted_recall: 0.7405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9033, f_measure: 0.7613, kappa: 0.6421, kb_relative_information_score: 0.6568, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7614, number_of_instances: 5000, precision: 0.7613, predictive_accuracy: 0.7614, prior_entropy: 1.5849, relative_absolute_error: 0.3903, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.727, unweighted_recall: 0.7616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8194, f_measure: 0.6627, kappa: 0.4931, kb_relative_information_score: 0.5302, mean_absolute_error: 0.2345, mean_prior_absolute_error: 0.4444, weighted_recall: 0.6622, number_of_instances: 5000, precision: 0.6654, predictive_accuracy: 0.6622, prior_entropy: 1.5849, relative_absolute_error: 0.5276, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4124, root_relative_squared_error: 0.8748, unweighted_recall: 0.6621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9033, f_measure: 0.7416, kappa: 0.613, kb_relative_information_score: 0.5798, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.4444, weighted_recall: 0.742, number_of_instances: 5000, precision: 0.7415, predictive_accuracy: 0.742, prior_entropy: 1.5849, relative_absolute_error: 0.4916, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3436, root_relative_squared_error: 0.7288, unweighted_recall: 0.7424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.7358, kappa: 0.6044, kb_relative_information_score: 0.5891, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7362, number_of_instances: 5000, precision: 0.7359, predictive_accuracy: 0.7362, prior_entropy: 1.5849, relative_absolute_error: 0.4765, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.7377, unweighted_recall: 0.7366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.7444, kappa: 0.6166, kb_relative_information_score: 0.6158, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7444, number_of_instances: 5000, precision: 0.7444, predictive_accuracy: 0.7444, prior_entropy: 1.5849, relative_absolute_error: 0.4393, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3504, root_relative_squared_error: 0.7432, unweighted_recall: 0.7446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.7589, kappa: 0.6385, kb_relative_information_score: 0.6279, mean_absolute_error: 0.1915, mean_prior_absolute_error: 0.4444, weighted_recall: 0.759, number_of_instances: 5000, precision: 0.7589, predictive_accuracy: 0.759, prior_entropy: 1.5849, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.7093, unweighted_recall: 0.7592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8494, f_measure: 0.7286, kappa: 0.5925, kb_relative_information_score: 0.6279, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7284, number_of_instances: 5000, precision: 0.729, predictive_accuracy: 0.7284, prior_entropy: 1.5849, relative_absolute_error: 0.4131, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.388, root_relative_squared_error: 0.823, unweighted_recall: 0.7285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.752, kappa: 0.628, kb_relative_information_score: 0.6156, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.4444, weighted_recall: 0.752, number_of_instances: 5000, precision: 0.7521, predictive_accuracy: 0.752, prior_entropy: 1.5849, relative_absolute_error: 0.4443, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.7305, unweighted_recall: 0.7522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.7492, kappa: 0.6238, kb_relative_information_score: 0.6581, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7492, number_of_instances: 5000, precision: 0.7493, predictive_accuracy: 0.7492, prior_entropy: 1.5849, relative_absolute_error: 0.3788, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3765, root_relative_squared_error: 0.7987, unweighted_recall: 0.7493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.7491, kappa: 0.6238, kb_relative_information_score: 0.6135, mean_absolute_error: 0.1985, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7492, number_of_instances: 5000, precision: 0.7493, predictive_accuracy: 0.7492, prior_entropy: 1.5849, relative_absolute_error: 0.4467, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.7269, unweighted_recall: 0.7494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8795, f_measure: 0.7371, kappa: 0.6054, kb_relative_information_score: 0.6277, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.4444, weighted_recall: 0.737, number_of_instances: 5000, precision: 0.7375, predictive_accuracy: 0.737, prior_entropy: 1.5849, relative_absolute_error: 0.4205, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7678, unweighted_recall: 0.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.7447, kappa: 0.6168, kb_relative_information_score: 0.6142, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7446, number_of_instances: 5000, precision: 0.7451, predictive_accuracy: 0.7446, prior_entropy: 1.5849, relative_absolute_error: 0.4404, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.7564, unweighted_recall: 0.7447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.689, kappa: 0.5338, kb_relative_information_score: 0.5129, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.4444, weighted_recall: 0.6892, number_of_instances: 5000, precision: 0.689, predictive_accuracy: 0.6892, prior_entropy: 1.5849, relative_absolute_error: 0.5653, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3689, root_relative_squared_error: 0.7827, unweighted_recall: 0.6895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9075, f_measure: 0.7516, kappa: 0.6274, kb_relative_information_score: 0.6188, mean_absolute_error: 0.1956, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7516, number_of_instances: 5000, precision: 0.7517, predictive_accuracy: 0.7516, prior_entropy: 1.5849, relative_absolute_error: 0.4401, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3381, root_relative_squared_error: 0.7173, unweighted_recall: 0.7518,

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