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: 0.8518, f_measure: 0.7461, kappa: 0.6186, kb_relative_information_score: 0.6519, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7458, number_of_instances: 5000, precision: 0.7466, predictive_accuracy: 0.7458, prior_entropy: 1.5849, relative_absolute_error: 0.386, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.8087, unweighted_recall: 0.7459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8427, f_measure: 0.7242, kappa: 0.5859, kb_relative_information_score: 0.6186, mean_absolute_error: 0.1888, mean_prior_absolute_error: 0.4444, weighted_recall: 0.724, number_of_instances: 5000, precision: 0.7253, predictive_accuracy: 0.724, prior_entropy: 1.5849, relative_absolute_error: 0.4248, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3918, root_relative_squared_error: 0.8312, unweighted_recall: 0.7239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.7506, kappa: 0.6255, kb_relative_information_score: 0.6587, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7504, number_of_instances: 5000, precision: 0.7515, predictive_accuracy: 0.7504, prior_entropy: 1.5849, relative_absolute_error: 0.3783, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3767, root_relative_squared_error: 0.7991, unweighted_recall: 0.7503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.7676, kappa: 0.6514, kb_relative_information_score: 0.6576, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7676, number_of_instances: 5000, precision: 0.7677, predictive_accuracy: 0.7676, prior_entropy: 1.5849, relative_absolute_error: 0.3903, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3412, root_relative_squared_error: 0.7237, unweighted_recall: 0.7677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.7467, kappa: 0.6199, kb_relative_information_score: 0.6305, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7466, number_of_instances: 5000, precision: 0.7468, predictive_accuracy: 0.7466, prior_entropy: 1.5849, relative_absolute_error: 0.4186, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.7621, unweighted_recall: 0.7468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.758, kappa: 0.637, kb_relative_information_score: 0.648, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.4444, weighted_recall: 0.758, number_of_instances: 5000, precision: 0.7581, predictive_accuracy: 0.758, prior_entropy: 1.5849, relative_absolute_error: 0.4013, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3417, root_relative_squared_error: 0.7248, unweighted_recall: 0.7582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7459, kappa: 0.6186, kb_relative_information_score: 0.6486, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7458, number_of_instances: 5000, precision: 0.7461, predictive_accuracy: 0.7458, prior_entropy: 1.5849, relative_absolute_error: 0.3885, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3805, root_relative_squared_error: 0.8071, unweighted_recall: 0.7459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.7493, kappa: 0.6237, kb_relative_information_score: 0.6588, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7492, number_of_instances: 5000, precision: 0.7496, predictive_accuracy: 0.7492, prior_entropy: 1.5849, relative_absolute_error: 0.3789, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3745, root_relative_squared_error: 0.7944, unweighted_recall: 0.7493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, f_measure: 0.7354, kappa: 0.6034, kb_relative_information_score: 0.6133, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7356, number_of_instances: 5000, precision: 0.7354, predictive_accuracy: 0.7356, prior_entropy: 1.5849, relative_absolute_error: 0.442, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3516, root_relative_squared_error: 0.7459, unweighted_recall: 0.7359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.7429, kappa: 0.6142, kb_relative_information_score: 0.6135, mean_absolute_error: 0.1974, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7428, number_of_instances: 5000, precision: 0.743, predictive_accuracy: 0.7428, prior_entropy: 1.5849, relative_absolute_error: 0.4442, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3494, root_relative_squared_error: 0.7411, unweighted_recall: 0.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.7522, kappa: 0.6283, kb_relative_information_score: 0.6068, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7522, number_of_instances: 5000, precision: 0.7523, predictive_accuracy: 0.7522, prior_entropy: 1.5849, relative_absolute_error: 0.4603, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.335, root_relative_squared_error: 0.7108, unweighted_recall: 0.7524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.7473, kappa: 0.6218, kb_relative_information_score: 0.5977, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7478, number_of_instances: 5000, precision: 0.7474, predictive_accuracy: 0.7478, prior_entropy: 1.5849, relative_absolute_error: 0.4688, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.7211, unweighted_recall: 0.7482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.7374, kappa: 0.6061, kb_relative_information_score: 0.6235, mean_absolute_error: 0.1895, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7374, number_of_instances: 5000, precision: 0.7374, predictive_accuracy: 0.7374, prior_entropy: 1.5849, relative_absolute_error: 0.4264, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3588, root_relative_squared_error: 0.7611, unweighted_recall: 0.7376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.7421, kappa: 0.613, kb_relative_information_score: 0.6443, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.4444, weighted_recall: 0.742, number_of_instances: 5000, precision: 0.7423, predictive_accuracy: 0.742, prior_entropy: 1.5849, relative_absolute_error: 0.3957, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3809, root_relative_squared_error: 0.808, unweighted_recall: 0.7421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.742, kappa: 0.613, kb_relative_information_score: 0.6355, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.4444, weighted_recall: 0.742, number_of_instances: 5000, precision: 0.7421, predictive_accuracy: 0.742, prior_entropy: 1.5849, relative_absolute_error: 0.4097, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.7707, unweighted_recall: 0.7422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.6916, kappa: 0.5419, kb_relative_information_score: 0.4958, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.4444, weighted_recall: 0.6944, number_of_instances: 5000, precision: 0.6934, predictive_accuracy: 0.6944, prior_entropy: 1.5849, relative_absolute_error: 0.5884, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.7813, unweighted_recall: 0.6953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.7309, kappa: 0.5968, kb_relative_information_score: 0.5774, mean_absolute_error: 0.2192, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7312, number_of_instances: 5000, precision: 0.7308, predictive_accuracy: 0.7312, prior_entropy: 1.5849, relative_absolute_error: 0.4932, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.345, root_relative_squared_error: 0.7319, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.7578, kappa: 0.637, kb_relative_information_score: 0.6101, mean_absolute_error: 0.2037, mean_prior_absolute_error: 0.4444, weighted_recall: 0.758, number_of_instances: 5000, precision: 0.7579, predictive_accuracy: 0.758, prior_entropy: 1.5849, relative_absolute_error: 0.4583, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.7092, unweighted_recall: 0.7583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.7521, kappa: 0.628, kb_relative_information_score: 0.6533, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.4444, weighted_recall: 0.752, number_of_instances: 5000, precision: 0.7523, predictive_accuracy: 0.752, prior_entropy: 1.5849, relative_absolute_error: 0.3866, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3716, root_relative_squared_error: 0.7884, unweighted_recall: 0.7521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.7672, kappa: 0.6508, kb_relative_information_score: 0.6414, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7672, number_of_instances: 5000, precision: 0.7673, predictive_accuracy: 0.7672, prior_entropy: 1.5849, relative_absolute_error: 0.4132, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.7119, unweighted_recall: 0.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8536, f_measure: 0.7388, kappa: 0.6078, kb_relative_information_score: 0.6413, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7386, number_of_instances: 5000, precision: 0.7393, predictive_accuracy: 0.7386, prior_entropy: 1.5849, relative_absolute_error: 0.3978, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3806, root_relative_squared_error: 0.8075, unweighted_recall: 0.7386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.7295, kappa: 0.5944, kb_relative_information_score: 0.5757, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7296, number_of_instances: 5000, precision: 0.7294, predictive_accuracy: 0.7296, prior_entropy: 1.5849, relative_absolute_error: 0.4912, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3541, root_relative_squared_error: 0.7512, unweighted_recall: 0.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8115, f_measure: 0.7488, kappa: 0.6232, kb_relative_information_score: 0.6561, mean_absolute_error: 0.1675, 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: 0.3768, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4092, root_relative_squared_error: 0.8681, unweighted_recall: 0.7489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.7101, kappa: 0.565, kb_relative_information_score: 0.5763, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.4444, weighted_recall: 0.71, number_of_instances: 5000, precision: 0.7105, predictive_accuracy: 0.71, prior_entropy: 1.5849, relative_absolute_error: 0.4818, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3727, root_relative_squared_error: 0.7907, unweighted_recall: 0.7102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.7456, kappa: 0.6194, kb_relative_information_score: 0.5835, mean_absolute_error: 0.2174, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7462, number_of_instances: 5000, precision: 0.7458, predictive_accuracy: 0.7462, prior_entropy: 1.5849, relative_absolute_error: 0.4891, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3421, root_relative_squared_error: 0.7257, unweighted_recall: 0.7467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.7231, kappa: 0.5845, kb_relative_information_score: 0.6069, mean_absolute_error: 0.1961, mean_prior_absolute_error: 0.4444, weighted_recall: 0.723, number_of_instances: 5000, precision: 0.7231, predictive_accuracy: 0.723, prior_entropy: 1.5849, relative_absolute_error: 0.4412, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3835, root_relative_squared_error: 0.8136, unweighted_recall: 0.7231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.7183, kappa: 0.5769, kb_relative_information_score: 0.5948, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.4444, weighted_recall: 0.718, number_of_instances: 5000, precision: 0.719, predictive_accuracy: 0.718, prior_entropy: 1.5849, relative_absolute_error: 0.4579, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.7994, unweighted_recall: 0.7181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.7486, kappa: 0.6229, kb_relative_information_score: 0.6242, mean_absolute_error: 0.1907, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7486, number_of_instances: 5000, precision: 0.7485, predictive_accuracy: 0.7486, prior_entropy: 1.5849, relative_absolute_error: 0.4292, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3548, root_relative_squared_error: 0.7527, unweighted_recall: 0.7488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8407, f_measure: 0.7337, kappa: 0.6003, kb_relative_information_score: 0.6379, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7336, number_of_instances: 5000, precision: 0.7349, predictive_accuracy: 0.7336, prior_entropy: 1.5849, relative_absolute_error: 0.4019, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3901, root_relative_squared_error: 0.8276, unweighted_recall: 0.7336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.7169, kappa: 0.5765, kb_relative_information_score: 0.5184, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7176, number_of_instances: 5000, precision: 0.7177, predictive_accuracy: 0.7176, prior_entropy: 1.5849, relative_absolute_error: 0.5652, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3595, root_relative_squared_error: 0.7625, unweighted_recall: 0.7181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.7222, kappa: 0.5846, kb_relative_information_score: 0.5525, mean_absolute_error: 0.2322, mean_prior_absolute_error: 0.4444, weighted_recall: 0.723, number_of_instances: 5000, precision: 0.7222, predictive_accuracy: 0.723, prior_entropy: 1.5849, relative_absolute_error: 0.5225, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3574, root_relative_squared_error: 0.7582, unweighted_recall: 0.7235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.7362, kappa: 0.6043, kb_relative_information_score: 0.6183, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7362, number_of_instances: 5000, precision: 0.7363, predictive_accuracy: 0.7362, prior_entropy: 1.5849, relative_absolute_error: 0.4326, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.362, root_relative_squared_error: 0.768, unweighted_recall: 0.7364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, f_measure: 0.7216, kappa: 0.5827, kb_relative_information_score: 0.5716, mean_absolute_error: 0.2195, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7218, number_of_instances: 5000, precision: 0.7216, predictive_accuracy: 0.7218, prior_entropy: 1.5849, relative_absolute_error: 0.494, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.7718, unweighted_recall: 0.7221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.7393, kappa: 0.6084, kb_relative_information_score: 0.6411, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.4444, weighted_recall: 0.739, number_of_instances: 5000, precision: 0.7405, predictive_accuracy: 0.739, prior_entropy: 1.5849, relative_absolute_error: 0.3988, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.8096, unweighted_recall: 0.7389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, f_measure: 0.7478, kappa: 0.6217, kb_relative_information_score: 0.622, mean_absolute_error: 0.1918, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7478, number_of_instances: 5000, precision: 0.7479, predictive_accuracy: 0.7478, prior_entropy: 1.5849, relative_absolute_error: 0.4315, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3494, root_relative_squared_error: 0.7413, unweighted_recall: 0.7479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.7589, kappa: 0.6385, kb_relative_information_score: 0.6544, mean_absolute_error: 0.1732, 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: 0.3896, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3524, root_relative_squared_error: 0.7477, unweighted_recall: 0.7592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.7644, kappa: 0.6466, kb_relative_information_score: 0.6527, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7644, number_of_instances: 5000, precision: 0.7644, predictive_accuracy: 0.7644, prior_entropy: 1.5849, relative_absolute_error: 0.3961, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.342, root_relative_squared_error: 0.7254, unweighted_recall: 0.7646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.7563, kappa: 0.6346, kb_relative_information_score: 0.6382, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7564, number_of_instances: 5000, precision: 0.7563, predictive_accuracy: 0.7564, prior_entropy: 1.5849, relative_absolute_error: 0.4126, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.7291, unweighted_recall: 0.7566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.7528, kappa: 0.6292, kb_relative_information_score: 0.6542, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7528, number_of_instances: 5000, precision: 0.7527, predictive_accuracy: 0.7528, prior_entropy: 1.5849, relative_absolute_error: 0.3867, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.7628, unweighted_recall: 0.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.7451, kappa: 0.6178, kb_relative_information_score: 0.5956, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7452, number_of_instances: 5000, precision: 0.7452, predictive_accuracy: 0.7452, prior_entropy: 1.5849, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3474, root_relative_squared_error: 0.737, unweighted_recall: 0.7453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.7459, kappa: 0.619, kb_relative_information_score: 0.5886, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.4444, weighted_recall: 0.746, number_of_instances: 5000, precision: 0.7458, predictive_accuracy: 0.746, prior_entropy: 1.5849, relative_absolute_error: 0.4825, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.7232, unweighted_recall: 0.7463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7597, kappa: 0.6394, kb_relative_information_score: 0.6381, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7596, number_of_instances: 5000, precision: 0.7599, predictive_accuracy: 0.7596, prior_entropy: 1.5849, relative_absolute_error: 0.4144, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.7198, unweighted_recall: 0.7597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.7421, kappa: 0.6133, kb_relative_information_score: 0.6186, mean_absolute_error: 0.1935, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7422, number_of_instances: 5000, precision: 0.7421, predictive_accuracy: 0.7422, prior_entropy: 1.5849, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.7474, unweighted_recall: 0.7424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.739, kappa: 0.6081, kb_relative_information_score: 0.6487, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7388, number_of_instances: 5000, precision: 0.7395, predictive_accuracy: 0.7388, prior_entropy: 1.5849, relative_absolute_error: 0.3888, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3838, root_relative_squared_error: 0.8141, unweighted_recall: 0.7389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8897, f_measure: 0.7512, kappa: 0.6264, kb_relative_information_score: 0.6346, mean_absolute_error: 0.1845, mean_prior_absolute_error: 0.4444, weighted_recall: 0.751, number_of_instances: 5000, precision: 0.7515, predictive_accuracy: 0.751, prior_entropy: 1.5849, relative_absolute_error: 0.4152, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.7472, unweighted_recall: 0.7511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.7644, kappa: 0.6466, kb_relative_information_score: 0.6589, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7644, number_of_instances: 5000, precision: 0.7644, predictive_accuracy: 0.7644, prior_entropy: 1.5849, relative_absolute_error: 0.3861, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3471, root_relative_squared_error: 0.7362, unweighted_recall: 0.7646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, f_measure: 0.7354, kappa: 0.6041, kb_relative_information_score: 0.586, mean_absolute_error: 0.2137, mean_prior_absolute_error: 0.4444, weighted_recall: 0.736, number_of_instances: 5000, precision: 0.7357, predictive_accuracy: 0.736, prior_entropy: 1.5849, relative_absolute_error: 0.4808, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3479, root_relative_squared_error: 0.7381, unweighted_recall: 0.7364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.7505, kappa: 0.6255, kb_relative_information_score: 0.6445, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7504, number_of_instances: 5000, precision: 0.7507, predictive_accuracy: 0.7504, prior_entropy: 1.5849, relative_absolute_error: 0.3998, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3666, root_relative_squared_error: 0.7776, unweighted_recall: 0.7505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.7596, kappa: 0.6397, kb_relative_information_score: 0.6513, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7598, number_of_instances: 5000, precision: 0.7596, predictive_accuracy: 0.7598, prior_entropy: 1.5849, relative_absolute_error: 0.3942, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.7406, unweighted_recall: 0.7601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.745, kappa: 0.6175, kb_relative_information_score: 0.6222, mean_absolute_error: 0.1918, mean_prior_absolute_error: 0.4444, weighted_recall: 0.745, number_of_instances: 5000, precision: 0.7451, predictive_accuracy: 0.745, prior_entropy: 1.5849, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.7377, unweighted_recall: 0.7452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8833, f_measure: 0.7323, kappa: 0.5986, kb_relative_information_score: 0.6132, mean_absolute_error: 0.1946, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7324, number_of_instances: 5000, precision: 0.7324, predictive_accuracy: 0.7324, prior_entropy: 1.5849, relative_absolute_error: 0.4379, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.7669, unweighted_recall: 0.7327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.7546, kappa: 0.6319, kb_relative_information_score: 0.6496, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7546, number_of_instances: 5000, precision: 0.7548, predictive_accuracy: 0.7546, prior_entropy: 1.5849, relative_absolute_error: 0.3962, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3525, root_relative_squared_error: 0.7477, unweighted_recall: 0.7547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.7468, kappa: 0.6202, kb_relative_information_score: 0.6304, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7468, number_of_instances: 5000, precision: 0.7468, predictive_accuracy: 0.7468, prior_entropy: 1.5849, relative_absolute_error: 0.4205, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3487, root_relative_squared_error: 0.7398, unweighted_recall: 0.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.7547, kappa: 0.6319, kb_relative_information_score: 0.6555, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7546, number_of_instances: 5000, precision: 0.7549, predictive_accuracy: 0.7546, prior_entropy: 1.5849, relative_absolute_error: 0.3842, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3696, root_relative_squared_error: 0.7841, unweighted_recall: 0.7547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8666, f_measure: 0.7351, kappa: 0.6021, kb_relative_information_score: 0.6366, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7348, number_of_instances: 5000, precision: 0.736, predictive_accuracy: 0.7348, prior_entropy: 1.5849, relative_absolute_error: 0.4057, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.7897, unweighted_recall: 0.7348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.7385, kappa: 0.6079, kb_relative_information_score: 0.5906, mean_absolute_error: 0.211, 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: 0.4748, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.7372, unweighted_recall: 0.7389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.7536, kappa: 0.6307, kb_relative_information_score: 0.6076, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7538, number_of_instances: 5000, precision: 0.7537, predictive_accuracy: 0.7538, prior_entropy: 1.5849, relative_absolute_error: 0.4587, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.7114, unweighted_recall: 0.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.7316, kappa: 0.597, kb_relative_information_score: 0.624, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7314, number_of_instances: 5000, precision: 0.732, predictive_accuracy: 0.7314, prior_entropy: 1.5849, relative_absolute_error: 0.4207, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3821, root_relative_squared_error: 0.8106, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, f_measure: 0.7254, kappa: 0.5884, kb_relative_information_score: 0.5622, mean_absolute_error: 0.227, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7256, number_of_instances: 5000, precision: 0.7253, predictive_accuracy: 0.7256, prior_entropy: 1.5849, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.7484, unweighted_recall: 0.7259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.678, kappa: 0.519, kb_relative_information_score: 0.4608, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4444, weighted_recall: 0.6792, number_of_instances: 5000, precision: 0.6788, predictive_accuracy: 0.6792, prior_entropy: 1.5849, relative_absolute_error: 0.6265, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3774, root_relative_squared_error: 0.8007, unweighted_recall: 0.6798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.7338, kappa: 0.6007, kb_relative_information_score: 0.6068, mean_absolute_error: 0.1995, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7338, number_of_instances: 5000, precision: 0.7339, predictive_accuracy: 0.7338, prior_entropy: 1.5849, relative_absolute_error: 0.4489, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.7601, unweighted_recall: 0.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.7346, kappa: 0.6032, kb_relative_information_score: 0.5886, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7354, number_of_instances: 5000, precision: 0.7349, predictive_accuracy: 0.7354, prior_entropy: 1.5849, relative_absolute_error: 0.4774, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3462, root_relative_squared_error: 0.7345, unweighted_recall: 0.7359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.7447, kappa: 0.6168, kb_relative_information_score: 0.6454, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7446, number_of_instances: 5000, precision: 0.745, predictive_accuracy: 0.7446, prior_entropy: 1.5849, relative_absolute_error: 0.3953, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3758, root_relative_squared_error: 0.7972, unweighted_recall: 0.7447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8796, f_measure: 0.7035, kappa: 0.5564, kb_relative_information_score: 0.5234, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7042, number_of_instances: 5000, precision: 0.7041, predictive_accuracy: 0.7042, prior_entropy: 1.5849, relative_absolute_error: 0.5583, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.7717, unweighted_recall: 0.7046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.7499, kappa: 0.6246, kb_relative_information_score: 0.6342, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7498, number_of_instances: 5000, precision: 0.7502, predictive_accuracy: 0.7498, prior_entropy: 1.5849, relative_absolute_error: 0.4144, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.7565, unweighted_recall: 0.7499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.7303, kappa: 0.5959, kb_relative_information_score: 0.5837, mean_absolute_error: 0.2151, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7306, number_of_instances: 5000, precision: 0.7304, predictive_accuracy: 0.7306, prior_entropy: 1.5849, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3486, root_relative_squared_error: 0.7395, unweighted_recall: 0.7309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.7163, kappa: 0.5743, kb_relative_information_score: 0.5785, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7162, number_of_instances: 5000, precision: 0.7166, predictive_accuracy: 0.7162, prior_entropy: 1.5849, relative_absolute_error: 0.4831, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.7669, unweighted_recall: 0.7164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.881, f_measure: 0.7167, kappa: 0.5752, kb_relative_information_score: 0.5597, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7168, number_of_instances: 5000, precision: 0.7166, predictive_accuracy: 0.7168, prior_entropy: 1.5849, relative_absolute_error: 0.508, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.7681, unweighted_recall: 0.7171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.7082, kappa: 0.5626, kb_relative_information_score: 0.5219, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7084, number_of_instances: 5000, precision: 0.7082, predictive_accuracy: 0.7084, prior_entropy: 1.5849, relative_absolute_error: 0.5594, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.7707, unweighted_recall: 0.7087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.7426, kappa: 0.6135, kb_relative_information_score: 0.6387, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7424, number_of_instances: 5000, precision: 0.743, predictive_accuracy: 0.7424, prior_entropy: 1.5849, relative_absolute_error: 0.4032, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3707, root_relative_squared_error: 0.7865, unweighted_recall: 0.7425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9141, f_measure: 0.7657, kappa: 0.6484, kb_relative_information_score: 0.6303, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7656, number_of_instances: 5000, precision: 0.7658, predictive_accuracy: 0.7656, prior_entropy: 1.5849, relative_absolute_error: 0.4299, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.702, unweighted_recall: 0.7658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.7579, kappa: 0.6363, kb_relative_information_score: 0.6547, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7576, number_of_instances: 5000, precision: 0.7587, predictive_accuracy: 0.7576, prior_entropy: 1.5849, relative_absolute_error: 0.3882, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3603, root_relative_squared_error: 0.7643, unweighted_recall: 0.7576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.7524, kappa: 0.6286, kb_relative_information_score: 0.6164, mean_absolute_error: 0.1964, 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: 0.442, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.7301, unweighted_recall: 0.7526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.7022, kappa: 0.5542, kb_relative_information_score: 0.5465, mean_absolute_error: 0.2323, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7028, number_of_instances: 5000, precision: 0.702, predictive_accuracy: 0.7028, prior_entropy: 1.5849, relative_absolute_error: 0.5227, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3678, root_relative_squared_error: 0.7803, unweighted_recall: 0.7033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.734, kappa: 0.6013, kb_relative_information_score: 0.5757, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7342, number_of_instances: 5000, precision: 0.7339, predictive_accuracy: 0.7342, prior_entropy: 1.5849, relative_absolute_error: 0.4949, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.35, root_relative_squared_error: 0.7425, unweighted_recall: 0.7345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.736, kappa: 0.604, kb_relative_information_score: 0.6031, mean_absolute_error: 0.2022, mean_prior_absolute_error: 0.4444, weighted_recall: 0.736, number_of_instances: 5000, precision: 0.7361, predictive_accuracy: 0.736, prior_entropy: 1.5849, relative_absolute_error: 0.4549, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3537, root_relative_squared_error: 0.7504, unweighted_recall: 0.7362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.7353, kappa: 0.6024, kb_relative_information_score: 0.6229, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.4444, weighted_recall: 0.735, number_of_instances: 5000, precision: 0.7363, predictive_accuracy: 0.735, prior_entropy: 1.5849, relative_absolute_error: 0.4269, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.7682, unweighted_recall: 0.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.7481, kappa: 0.6219, kb_relative_information_score: 0.6478, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.4444, weighted_recall: 0.748, number_of_instances: 5000, precision: 0.7487, predictive_accuracy: 0.748, prior_entropy: 1.5849, relative_absolute_error: 0.3928, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.369, root_relative_squared_error: 0.7828, unweighted_recall: 0.7481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.7397, kappa: 0.6094, kb_relative_information_score: 0.6091, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7396, number_of_instances: 5000, precision: 0.7398, predictive_accuracy: 0.7396, prior_entropy: 1.5849, relative_absolute_error: 0.4503, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7427, unweighted_recall: 0.7398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.7661, kappa: 0.6493, kb_relative_information_score: 0.6479, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7662, number_of_instances: 5000, precision: 0.7663, predictive_accuracy: 0.7662, prior_entropy: 1.5849, relative_absolute_error: 0.4064, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.7012, unweighted_recall: 0.7664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.7425, kappa: 0.6139, kb_relative_information_score: 0.6008, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7426, number_of_instances: 5000, precision: 0.7425, predictive_accuracy: 0.7426, prior_entropy: 1.5849, relative_absolute_error: 0.4614, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.7351, unweighted_recall: 0.7429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8887, f_measure: 0.747, kappa: 0.6205, kb_relative_information_score: 0.6426, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.4444, weighted_recall: 0.747, number_of_instances: 5000, precision: 0.7472, predictive_accuracy: 0.747, prior_entropy: 1.5849, relative_absolute_error: 0.4013, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.7623, unweighted_recall: 0.7472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.7462, kappa: 0.6199, kb_relative_information_score: 0.6093, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7466, number_of_instances: 5000, precision: 0.7461, predictive_accuracy: 0.7466, prior_entropy: 1.5849, relative_absolute_error: 0.4512, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3426, root_relative_squared_error: 0.7268, unweighted_recall: 0.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.7218, kappa: 0.5826, kb_relative_information_score: 0.5956, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7218, number_of_instances: 5000, precision: 0.7222, predictive_accuracy: 0.7218, prior_entropy: 1.5849, relative_absolute_error: 0.4606, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.7707, unweighted_recall: 0.7219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.7496, kappa: 0.6247, kb_relative_information_score: 0.6241, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7498, number_of_instances: 5000, precision: 0.7495, predictive_accuracy: 0.7498, prior_entropy: 1.5849, relative_absolute_error: 0.4317, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.7292, unweighted_recall: 0.7501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.7385, kappa: 0.6072, kb_relative_information_score: 0.6204, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7382, number_of_instances: 5000, precision: 0.739, predictive_accuracy: 0.7382, prior_entropy: 1.5849, relative_absolute_error: 0.43, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.7666, unweighted_recall: 0.7383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.7564, kappa: 0.6346, kb_relative_information_score: 0.6371, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7564, number_of_instances: 5000, precision: 0.7564, predictive_accuracy: 0.7564, prior_entropy: 1.5849, relative_absolute_error: 0.4148, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3425, root_relative_squared_error: 0.7267, unweighted_recall: 0.7566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.7377, kappa: 0.6067, kb_relative_information_score: 0.5936, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7378, number_of_instances: 5000, precision: 0.7378, predictive_accuracy: 0.7378, prior_entropy: 1.5849, relative_absolute_error: 0.4708, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3474, root_relative_squared_error: 0.7369, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.7342, kappa: 0.6013, kb_relative_information_score: 0.5959, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7342, number_of_instances: 5000, precision: 0.7341, predictive_accuracy: 0.7342, prior_entropy: 1.5849, relative_absolute_error: 0.4656, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.352, root_relative_squared_error: 0.7467, unweighted_recall: 0.7345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.7385, kappa: 0.6085, kb_relative_information_score: 0.5817, mean_absolute_error: 0.2171, mean_prior_absolute_error: 0.4444, weighted_recall: 0.739, number_of_instances: 5000, precision: 0.7388, predictive_accuracy: 0.739, prior_entropy: 1.5849, relative_absolute_error: 0.4884, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.7334, unweighted_recall: 0.7394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.7452, kappa: 0.6178, kb_relative_information_score: 0.6166, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7452, number_of_instances: 5000, precision: 0.7453, predictive_accuracy: 0.7452, prior_entropy: 1.5849, relative_absolute_error: 0.4403, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3454, root_relative_squared_error: 0.7327, unweighted_recall: 0.7453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.7548, kappa: 0.6322, kb_relative_information_score: 0.6631, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7548, number_of_instances: 5000, precision: 0.7553, predictive_accuracy: 0.7548, prior_entropy: 1.5849, relative_absolute_error: 0.3757, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.368, root_relative_squared_error: 0.7808, unweighted_recall: 0.7548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.7325, kappa: 0.5989, kb_relative_information_score: 0.6133, mean_absolute_error: 0.195, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7326, number_of_instances: 5000, precision: 0.7325, predictive_accuracy: 0.7326, prior_entropy: 1.5849, relative_absolute_error: 0.4387, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3631, root_relative_squared_error: 0.7702, unweighted_recall: 0.7329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.7463, kappa: 0.6193, kb_relative_information_score: 0.6325, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7462, number_of_instances: 5000, precision: 0.7465, predictive_accuracy: 0.7462, prior_entropy: 1.5849, relative_absolute_error: 0.4188, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3487, root_relative_squared_error: 0.7398, unweighted_recall: 0.7463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.7632, kappa: 0.6451, kb_relative_information_score: 0.6494, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7634, number_of_instances: 5000, precision: 0.7632, predictive_accuracy: 0.7634, prior_entropy: 1.5849, relative_absolute_error: 0.3995, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.7301, unweighted_recall: 0.7637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8879, f_measure: 0.7447, kappa: 0.6172, kb_relative_information_score: 0.6292, mean_absolute_error: 0.1867, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7448, number_of_instances: 5000, precision: 0.7446, predictive_accuracy: 0.7448, prior_entropy: 1.5849, relative_absolute_error: 0.4201, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.356, root_relative_squared_error: 0.7553, unweighted_recall: 0.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.7507, kappa: 0.6262, kb_relative_information_score: 0.6366, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7508, number_of_instances: 5000, precision: 0.7506, predictive_accuracy: 0.7508, prior_entropy: 1.5849, relative_absolute_error: 0.4136, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.7366, unweighted_recall: 0.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, f_measure: 0.7619, kappa: 0.6433, kb_relative_information_score: 0.6393, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7622, number_of_instances: 5000, precision: 0.762, predictive_accuracy: 0.7622, prior_entropy: 1.5849, relative_absolute_error: 0.4137, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.7138, unweighted_recall: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.7533, kappa: 0.6301, kb_relative_information_score: 0.6267, mean_absolute_error: 0.1913, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7534, number_of_instances: 5000, precision: 0.7533, predictive_accuracy: 0.7534, prior_entropy: 1.5849, relative_absolute_error: 0.4305, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.7206, unweighted_recall: 0.7536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8906, f_measure: 0.7286, kappa: 0.5942, kb_relative_information_score: 0.5582, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7294, number_of_instances: 5000, precision: 0.7288, predictive_accuracy: 0.7294, prior_entropy: 1.5849, relative_absolute_error: 0.5174, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.7483, unweighted_recall: 0.7299,

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