OpenML
Supervised Classification on satimage

Supervised Classification on satimage

Task 2074 Supervised Classification satimage 21370 runs submitted
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  • at2 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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21370 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.8573, kappa: 0.8243, kb_relative_information_score: 0.8336, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8577, number_of_instances: 6430, precision: 0.8572, predictive_accuracy: 0.8577, prior_entropy: 2.4834, relative_absolute_error: 0.1909, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.5335, unweighted_recall: 0.8299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.8481, kappa: 0.8147, kb_relative_information_score: 0.8239, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8501, number_of_instances: 6430, precision: 0.8468, predictive_accuracy: 0.8501, prior_entropy: 2.4834, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.5187, unweighted_recall: 0.8198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.8527, kappa: 0.8198, kb_relative_information_score: 0.823, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8541, number_of_instances: 6430, precision: 0.8517, predictive_accuracy: 0.8541, prior_entropy: 2.4834, relative_absolute_error: 0.2156, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.5194, unweighted_recall: 0.8245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.8487, kappa: 0.8149, kb_relative_information_score: 0.8212, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8502, number_of_instances: 6430, precision: 0.8476, predictive_accuracy: 0.8502, prior_entropy: 2.4834, relative_absolute_error: 0.212, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.543, unweighted_recall: 0.8209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.8237, kappa: 0.787, kb_relative_information_score: 0.7808, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8281, number_of_instances: 6430, precision: 0.8219, predictive_accuracy: 0.8281, prior_entropy: 2.4834, relative_absolute_error: 0.2762, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.5455, unweighted_recall: 0.7891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.8626, kappa: 0.8301, kb_relative_information_score: 0.8409, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8624, number_of_instances: 6430, precision: 0.8629, predictive_accuracy: 0.8624, prior_entropy: 2.4834, relative_absolute_error: 0.182, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.5288, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.8519, kappa: 0.8204, kb_relative_information_score: 0.8202, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8547, number_of_instances: 6430, precision: 0.8501, predictive_accuracy: 0.8547, prior_entropy: 2.4834, relative_absolute_error: 0.2202, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.5132, unweighted_recall: 0.8207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8345, kappa: 0.7959, kb_relative_information_score: 0.8109, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8345, number_of_instances: 6430, precision: 0.8348, predictive_accuracy: 0.8345, prior_entropy: 2.4834, relative_absolute_error: 0.2178, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.216, root_relative_squared_error: 0.5877, unweighted_recall: 0.8102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8472, kappa: 0.8125, kb_relative_information_score: 0.8214, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8482, number_of_instances: 6430, precision: 0.8464, predictive_accuracy: 0.8482, prior_entropy: 2.4834, relative_absolute_error: 0.2149, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.197, root_relative_squared_error: 0.536, unweighted_recall: 0.8202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.8162, kappa: 0.7775, kb_relative_information_score: 0.7644, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.2701, weighted_recall: 0.821, number_of_instances: 6430, precision: 0.8164, predictive_accuracy: 0.821, prior_entropy: 2.4834, relative_absolute_error: 0.3009, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.5618, unweighted_recall: 0.7772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.8384, kappa: 0.8028, kb_relative_information_score: 0.8135, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8404, number_of_instances: 6430, precision: 0.837, predictive_accuracy: 0.8404, prior_entropy: 2.4834, relative_absolute_error: 0.2193, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.5539, unweighted_recall: 0.8084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.8548, kappa: 0.8217, kb_relative_information_score: 0.8249, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8557, number_of_instances: 6430, precision: 0.8543, predictive_accuracy: 0.8557, prior_entropy: 2.4834, relative_absolute_error: 0.2108, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.5206, unweighted_recall: 0.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.8497, kappa: 0.8143, kb_relative_information_score: 0.8208, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8495, number_of_instances: 6430, precision: 0.8502, predictive_accuracy: 0.8495, prior_entropy: 2.4834, relative_absolute_error: 0.2139, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.5346, unweighted_recall: 0.8236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.8625, kappa: 0.8304, kb_relative_information_score: 0.8369, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8627, number_of_instances: 6430, precision: 0.8626, predictive_accuracy: 0.8627, prior_entropy: 2.4834, relative_absolute_error: 0.1939, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.5165, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8544, kappa: 0.8225, kb_relative_information_score: 0.8271, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8566, number_of_instances: 6430, precision: 0.8534, predictive_accuracy: 0.8566, prior_entropy: 2.4834, relative_absolute_error: 0.2193, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.5039, unweighted_recall: 0.8237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.8672, kappa: 0.836, kb_relative_information_score: 0.84, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8672, number_of_instances: 6430, precision: 0.8672, predictive_accuracy: 0.8672, prior_entropy: 2.4834, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.5058, unweighted_recall: 0.8432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.8242, kappa: 0.7879, kb_relative_information_score: 0.7799, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8291, number_of_instances: 6430, precision: 0.8227, predictive_accuracy: 0.8291, prior_entropy: 2.4834, relative_absolute_error: 0.281, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.5514, unweighted_recall: 0.7887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8495, kappa: 0.8165, kb_relative_information_score: 0.8225, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8516, number_of_instances: 6430, precision: 0.8482, predictive_accuracy: 0.8516, prior_entropy: 2.4834, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.5223, unweighted_recall: 0.8226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.8455, kappa: 0.8113, kb_relative_information_score: 0.8155, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8473, number_of_instances: 6430, precision: 0.8445, predictive_accuracy: 0.8473, prior_entropy: 2.4834, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.5208, unweighted_recall: 0.8193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.838, kappa: 0.8042, kb_relative_information_score: 0.7948, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.2701, weighted_recall: 0.842, number_of_instances: 6430, precision: 0.8365, predictive_accuracy: 0.842, prior_entropy: 2.4834, relative_absolute_error: 0.2578, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.533, unweighted_recall: 0.8054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8358, kappa: 0.8, kb_relative_information_score: 0.792, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8384, number_of_instances: 6430, precision: 0.8342, predictive_accuracy: 0.8384, prior_entropy: 2.4834, relative_absolute_error: 0.2616, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.5358, unweighted_recall: 0.8045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8346, kappa: 0.7993, kb_relative_information_score: 0.8001, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8381, number_of_instances: 6430, precision: 0.8332, predictive_accuracy: 0.8381, prior_entropy: 2.4834, relative_absolute_error: 0.2513, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.5337, unweighted_recall: 0.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.8456, kappa: 0.812, kb_relative_information_score: 0.8104, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8481, number_of_instances: 6430, precision: 0.8445, predictive_accuracy: 0.8481, prior_entropy: 2.4834, relative_absolute_error: 0.2385, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.5202, unweighted_recall: 0.8161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.8213, kappa: 0.7814, kb_relative_information_score: 0.767, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8232, number_of_instances: 6430, precision: 0.8213, predictive_accuracy: 0.8232, prior_entropy: 2.4834, relative_absolute_error: 0.2979, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.5612, unweighted_recall: 0.7933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.8503, kappa: 0.8172, kb_relative_information_score: 0.825, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8521, number_of_instances: 6430, precision: 0.849, predictive_accuracy: 0.8521, prior_entropy: 2.4834, relative_absolute_error: 0.2104, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.5258, unweighted_recall: 0.8217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.8486, kappa: 0.8158, kb_relative_information_score: 0.8142, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8512, number_of_instances: 6430, precision: 0.8476, predictive_accuracy: 0.8512, prior_entropy: 2.4834, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.5159, unweighted_recall: 0.8204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.8585, kappa: 0.8264, kb_relative_information_score: 0.829, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8596, number_of_instances: 6430, precision: 0.8577, predictive_accuracy: 0.8596, prior_entropy: 2.4834, relative_absolute_error: 0.2046, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.5159, unweighted_recall: 0.8324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.8234, kappa: 0.7857, kb_relative_information_score: 0.7743, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8272, number_of_instances: 6430, precision: 0.8222, predictive_accuracy: 0.8272, prior_entropy: 2.4834, relative_absolute_error: 0.2865, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.5559, unweighted_recall: 0.7884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.8395, kappa: 0.8057, kb_relative_information_score: 0.8072, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8431, number_of_instances: 6430, precision: 0.8378, predictive_accuracy: 0.8431, prior_entropy: 2.4834, relative_absolute_error: 0.2393, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.194, root_relative_squared_error: 0.5278, unweighted_recall: 0.8054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.8523, kappa: 0.8208, kb_relative_information_score: 0.8192, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8552, number_of_instances: 6430, precision: 0.8512, predictive_accuracy: 0.8552, prior_entropy: 2.4834, relative_absolute_error: 0.2269, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.5137, unweighted_recall: 0.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.8492, kappa: 0.8151, kb_relative_information_score: 0.8232, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8502, number_of_instances: 6430, precision: 0.8486, predictive_accuracy: 0.8502, prior_entropy: 2.4834, relative_absolute_error: 0.2139, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.527, unweighted_recall: 0.8242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.8473, kappa: 0.8149, kb_relative_information_score: 0.8131, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8504, number_of_instances: 6430, precision: 0.8457, predictive_accuracy: 0.8504, prior_entropy: 2.4834, relative_absolute_error: 0.2352, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.523, unweighted_recall: 0.8185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.8489, kappa: 0.8168, kb_relative_information_score: 0.8167, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8521, number_of_instances: 6430, precision: 0.8475, predictive_accuracy: 0.8521, prior_entropy: 2.4834, relative_absolute_error: 0.227, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.5184, unweighted_recall: 0.8175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.8438, kappa: 0.8083, kb_relative_information_score: 0.8174, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8448, number_of_instances: 6430, precision: 0.8432, predictive_accuracy: 0.8448, prior_entropy: 2.4834, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.545, unweighted_recall: 0.8181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.8555, kappa: 0.8225, kb_relative_information_score: 0.8292, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8565, number_of_instances: 6430, precision: 0.8549, predictive_accuracy: 0.8565, prior_entropy: 2.4834, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.514, unweighted_recall: 0.8264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.8424, kappa: 0.8068, kb_relative_information_score: 0.8226, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8437, number_of_instances: 6430, precision: 0.8413, predictive_accuracy: 0.8437, prior_entropy: 2.4834, relative_absolute_error: 0.2058, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.5541, unweighted_recall: 0.8162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.8476, kappa: 0.8139, kb_relative_information_score: 0.8105, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8496, number_of_instances: 6430, precision: 0.8463, predictive_accuracy: 0.8496, prior_entropy: 2.4834, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.5223, unweighted_recall: 0.8176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.8163, kappa: 0.7782, kb_relative_information_score: 0.7672, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8213, number_of_instances: 6430, precision: 0.8147, predictive_accuracy: 0.8213, prior_entropy: 2.4834, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.5666, unweighted_recall: 0.7795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.8165, kappa: 0.778, kb_relative_information_score: 0.7679, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.2701, weighted_recall: 0.821, number_of_instances: 6430, precision: 0.8149, predictive_accuracy: 0.821, prior_entropy: 2.4834, relative_absolute_error: 0.2938, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.5568, unweighted_recall: 0.7808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.8491, kappa: 0.8163, kb_relative_information_score: 0.8168, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8515, number_of_instances: 6430, precision: 0.8479, predictive_accuracy: 0.8515, prior_entropy: 2.4834, relative_absolute_error: 0.2315, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.512, unweighted_recall: 0.8185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.8333, kappa: 0.7955, kb_relative_information_score: 0.8146, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8342, number_of_instances: 6430, precision: 0.8336, predictive_accuracy: 0.8342, prior_entropy: 2.4834, relative_absolute_error: 0.2071, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.5917, unweighted_recall: 0.8071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.8371, kappa: 0.8034, kb_relative_information_score: 0.796, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8415, number_of_instances: 6430, precision: 0.836, predictive_accuracy: 0.8415, prior_entropy: 2.4834, relative_absolute_error: 0.2602, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.5285, unweighted_recall: 0.8046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.8529, kappa: 0.8196, kb_relative_information_score: 0.8263, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.2701, weighted_recall: 0.854, number_of_instances: 6430, precision: 0.8525, predictive_accuracy: 0.854, prior_entropy: 2.4834, relative_absolute_error: 0.2133, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.5098, unweighted_recall: 0.8263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.8502, kappa: 0.8168, kb_relative_information_score: 0.8134, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8518, number_of_instances: 6430, precision: 0.8494, predictive_accuracy: 0.8518, prior_entropy: 2.4834, relative_absolute_error: 0.2322, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.5212, unweighted_recall: 0.8213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.8482, kappa: 0.8146, kb_relative_information_score: 0.8159, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8501, number_of_instances: 6430, precision: 0.847, predictive_accuracy: 0.8501, prior_entropy: 2.4834, relative_absolute_error: 0.2259, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.5162, unweighted_recall: 0.8156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.8201, kappa: 0.7826, kb_relative_information_score: 0.7794, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8249, number_of_instances: 6430, precision: 0.8185, predictive_accuracy: 0.8249, prior_entropy: 2.4834, relative_absolute_error: 0.28, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.5533, unweighted_recall: 0.7832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8494, kappa: 0.8165, kb_relative_information_score: 0.8181, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8516, number_of_instances: 6430, precision: 0.848, predictive_accuracy: 0.8516, prior_entropy: 2.4834, relative_absolute_error: 0.2238, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.5275, unweighted_recall: 0.8205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.8521, kappa: 0.818, kb_relative_information_score: 0.833, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8526, number_of_instances: 6430, precision: 0.8517, predictive_accuracy: 0.8526, prior_entropy: 2.4834, relative_absolute_error: 0.1967, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.5336, unweighted_recall: 0.8267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.8422, kappa: 0.8065, kb_relative_information_score: 0.8191, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8434, number_of_instances: 6430, precision: 0.8414, predictive_accuracy: 0.8434, prior_entropy: 2.4834, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2007, root_relative_squared_error: 0.5461, unweighted_recall: 0.8132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.8504, kappa: 0.8175, kb_relative_information_score: 0.8178, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8524, number_of_instances: 6430, precision: 0.849, predictive_accuracy: 0.8524, prior_entropy: 2.4834, relative_absolute_error: 0.2237, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.5178, unweighted_recall: 0.8213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8211, kappa: 0.7844, kb_relative_information_score: 0.7725, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8263, number_of_instances: 6430, precision: 0.8192, predictive_accuracy: 0.8263, prior_entropy: 2.4834, relative_absolute_error: 0.2885, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.5529, unweighted_recall: 0.7832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.8494, kappa: 0.8152, kb_relative_information_score: 0.8256, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8504, number_of_instances: 6430, precision: 0.8486, predictive_accuracy: 0.8504, prior_entropy: 2.4834, relative_absolute_error: 0.2029, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.5425, unweighted_recall: 0.8232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.8452, kappa: 0.8108, kb_relative_information_score: 0.8143, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.2701, weighted_recall: 0.847, number_of_instances: 6430, precision: 0.8443, predictive_accuracy: 0.847, prior_entropy: 2.4834, relative_absolute_error: 0.2308, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.5327, unweighted_recall: 0.8182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.8411, kappa: 0.8064, kb_relative_information_score: 0.7979, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8437, number_of_instances: 6430, precision: 0.8405, predictive_accuracy: 0.8437, prior_entropy: 2.4834, relative_absolute_error: 0.253, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.5303, unweighted_recall: 0.8089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8581, kappa: 0.8255, kb_relative_information_score: 0.8359, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8588, number_of_instances: 6430, precision: 0.8577, predictive_accuracy: 0.8588, prior_entropy: 2.4834, relative_absolute_error: 0.1902, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.5295, unweighted_recall: 0.8305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8486, kappa: 0.8158, kb_relative_information_score: 0.8183, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8512, number_of_instances: 6430, precision: 0.8472, predictive_accuracy: 0.8512, prior_entropy: 2.4834, relative_absolute_error: 0.2298, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.5163, unweighted_recall: 0.8184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8602, kappa: 0.8288, kb_relative_information_score: 0.8355, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8614, number_of_instances: 6430, precision: 0.8596, predictive_accuracy: 0.8614, prior_entropy: 2.4834, relative_absolute_error: 0.1954, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.514, unweighted_recall: 0.8341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.839, kappa: 0.8053, kb_relative_information_score: 0.8001, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8431, number_of_instances: 6430, precision: 0.8375, predictive_accuracy: 0.8431, prior_entropy: 2.4834, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.5264, unweighted_recall: 0.8026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8129, kappa: 0.7741, kb_relative_information_score: 0.7658, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.2701, weighted_recall: 0.818, number_of_instances: 6430, precision: 0.8114, predictive_accuracy: 0.818, prior_entropy: 2.4834, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.5636, unweighted_recall: 0.7772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8693, kappa: 0.8386, kb_relative_information_score: 0.8415, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8692, number_of_instances: 6430, precision: 0.8695, predictive_accuracy: 0.8692, prior_entropy: 2.4834, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.185, root_relative_squared_error: 0.5035, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.8383, kappa: 0.8033, kb_relative_information_score: 0.7945, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8412, number_of_instances: 6430, precision: 0.8369, predictive_accuracy: 0.8412, prior_entropy: 2.4834, relative_absolute_error: 0.2599, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.534, unweighted_recall: 0.8069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6879, kappa: 0.2525, kb_relative_information_score: 0.2491, mean_absolute_error: 0.2207, mean_prior_absolute_error: 0.2701, weighted_recall: 0.4257, number_of_instances: 6430, predictive_accuracy: 0.4257, prior_entropy: 2.4834, relative_absolute_error: 0.8171, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3327, root_relative_squared_error: 0.9052, unweighted_recall: 0.3153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.8037, kappa: 0.7502, kb_relative_information_score: 0.7692, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.2701, weighted_recall: 0.7958, number_of_instances: 6430, precision: 0.8195, predictive_accuracy: 0.7958, prior_entropy: 2.4834, relative_absolute_error: 0.2528, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.6953, unweighted_recall: 0.7853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.8583, kappa: 0.8245, kb_relative_information_score: 0.8311, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8577, number_of_instances: 6430, precision: 0.8591, predictive_accuracy: 0.8577, prior_entropy: 2.4834, relative_absolute_error: 0.1756, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.5926, unweighted_recall: 0.8355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.8361, kappa: 0.7976, kb_relative_information_score: 0.8044, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8361, number_of_instances: 6430, precision: 0.8361, predictive_accuracy: 0.8361, prior_entropy: 2.4834, relative_absolute_error: 0.2023, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2338, root_relative_squared_error: 0.6361, unweighted_recall: 0.8082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.899, kappa: 0.878, kb_relative_information_score: 0.853, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9014, number_of_instances: 6430, precision: 0.8984, predictive_accuracy: 0.9014, prior_entropy: 2.4834, relative_absolute_error: 0.2025, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.4317, unweighted_recall: 0.8758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8809, kappa: 0.8565, kb_relative_information_score: 0.8078, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8841, number_of_instances: 6430, precision: 0.8798, predictive_accuracy: 0.8841, prior_entropy: 2.4834, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.48, unweighted_recall: 0.8522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8576, kappa: 0.8232, kb_relative_information_score: 0.83, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8566, number_of_instances: 6430, precision: 0.8588, predictive_accuracy: 0.8566, prior_entropy: 2.4834, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.5949, unweighted_recall: 0.8346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8108, kappa: 0.7937, kb_relative_information_score: 0.7364, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8353, number_of_instances: 6430, precision: 0.8184, predictive_accuracy: 0.8353, prior_entropy: 2.4834, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5563, unweighted_recall: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8113, kappa: 0.7943, kb_relative_information_score: 0.7366, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8358, number_of_instances: 6430, precision: 0.8189, predictive_accuracy: 0.8358, prior_entropy: 2.4834, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5563, unweighted_recall: 0.7631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8093, kappa: 0.7936, kb_relative_information_score: 0.7352, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8353, number_of_instances: 6430, precision: 0.8184, predictive_accuracy: 0.8353, prior_entropy: 2.4834, relative_absolute_error: 0.3626, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.5558, unweighted_recall: 0.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.8204, kappa: 0.7962, kb_relative_information_score: 0.7666, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8369, number_of_instances: 6430, precision: 0.8205, predictive_accuracy: 0.8369, prior_entropy: 2.4834, relative_absolute_error: 0.3189, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.193, root_relative_squared_error: 0.5252, unweighted_recall: 0.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8111, kappa: 0.7941, kb_relative_information_score: 0.7366, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8356, number_of_instances: 6430, precision: 0.8187, predictive_accuracy: 0.8356, prior_entropy: 2.4834, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5563, unweighted_recall: 0.7629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.8081, kappa: 0.7883, kb_relative_information_score: 0.7339, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8311, number_of_instances: 6430, precision: 0.8155, predictive_accuracy: 0.8311, prior_entropy: 2.4834, relative_absolute_error: 0.3661, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.5647, unweighted_recall: 0.7563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8108, kappa: 0.7937, kb_relative_information_score: 0.7364, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8353, number_of_instances: 6430, precision: 0.8184, predictive_accuracy: 0.8353, prior_entropy: 2.4834, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5563, unweighted_recall: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8113, kappa: 0.7943, kb_relative_information_score: 0.7366, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8358, number_of_instances: 6430, precision: 0.8189, predictive_accuracy: 0.8358, prior_entropy: 2.4834, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5563, unweighted_recall: 0.7631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.7438, kappa: 0.7426, kb_relative_information_score: 0.6045, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.2701, weighted_recall: 0.7964, number_of_instances: 6430, precision: 0.8015, predictive_accuracy: 0.7964, prior_entropy: 2.4834, relative_absolute_error: 0.5417, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.6383, unweighted_recall: 0.6934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.803, kappa: 0.7913, kb_relative_information_score: 0.7264, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8337, number_of_instances: 6430, precision: 0.8146, predictive_accuracy: 0.8337, prior_entropy: 2.4834, relative_absolute_error: 0.3778, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.5586, unweighted_recall: 0.7542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7992, kappa: 0.7869, kb_relative_information_score: 0.7155, mean_absolute_error: 0.1058, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8303, number_of_instances: 6430, precision: 0.8146, predictive_accuracy: 0.8303, prior_entropy: 2.4834, relative_absolute_error: 0.3915, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.208, root_relative_squared_error: 0.5661, unweighted_recall: 0.7498,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.8079, kappa: 0.7921, kb_relative_information_score: 0.7319, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8342, number_of_instances: 6430, precision: 0.8186, predictive_accuracy: 0.8342, prior_entropy: 2.4834, relative_absolute_error: 0.367, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.5581, unweighted_recall: 0.7592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.8021, kappa: 0.7866, kb_relative_information_score: 0.7319, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.2701, weighted_recall: 0.83, number_of_instances: 6430, precision: 0.8145, predictive_accuracy: 0.83, prior_entropy: 2.4834, relative_absolute_error: 0.3576, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.5664, unweighted_recall: 0.7504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8113, kappa: 0.7943, kb_relative_information_score: 0.7366, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8358, number_of_instances: 6430, precision: 0.8189, predictive_accuracy: 0.8358, prior_entropy: 2.4834, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5563, unweighted_recall: 0.7631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8111, kappa: 0.7941, kb_relative_information_score: 0.7366, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8356, number_of_instances: 6430, precision: 0.8187, predictive_accuracy: 0.8356, prior_entropy: 2.4834, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5563, unweighted_recall: 0.7629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8093, kappa: 0.7936, kb_relative_information_score: 0.7352, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8353, number_of_instances: 6430, precision: 0.8184, predictive_accuracy: 0.8353, prior_entropy: 2.4834, relative_absolute_error: 0.3626, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.5558, unweighted_recall: 0.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, kappa: 0.7328, kb_relative_information_score: 0.5886, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.2701, weighted_recall: 0.7894, number_of_instances: 6430, predictive_accuracy: 0.7894, prior_entropy: 2.4834, relative_absolute_error: 0.5581, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.6508, unweighted_recall: 0.6803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.8113, kappa: 0.7943, kb_relative_information_score: 0.7365, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8358, number_of_instances: 6430, precision: 0.8188, predictive_accuracy: 0.8358, prior_entropy: 2.4834, relative_absolute_error: 0.3599, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5561, unweighted_recall: 0.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.7838, kappa: 0.7782, kb_relative_information_score: 0.6922, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.2701, weighted_recall: 0.824, number_of_instances: 6430, precision: 0.8123, predictive_accuracy: 0.824, prior_entropy: 2.4834, relative_absolute_error: 0.4272, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.5788, unweighted_recall: 0.7337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.8076, kappa: 0.7919, kb_relative_information_score: 0.7318, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8341, number_of_instances: 6430, precision: 0.8183, predictive_accuracy: 0.8341, prior_entropy: 2.4834, relative_absolute_error: 0.3672, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.5581, unweighted_recall: 0.7588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8111, kappa: 0.7941, kb_relative_information_score: 0.7366, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8356, number_of_instances: 6430, precision: 0.8187, predictive_accuracy: 0.8356, prior_entropy: 2.4834, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5563, unweighted_recall: 0.7629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.8524, kappa: 0.824, kb_relative_information_score: 0.8227, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8582, number_of_instances: 6430, precision: 0.8501, predictive_accuracy: 0.8582, prior_entropy: 2.4834, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4928, unweighted_recall: 0.8136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.8504, kappa: 0.8225, kb_relative_information_score: 0.8195, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8571, number_of_instances: 6430, precision: 0.8483, predictive_accuracy: 0.8571, prior_entropy: 2.4834, relative_absolute_error: 0.2399, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.4912, unweighted_recall: 0.8103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.8204, kappa: 0.7962, kb_relative_information_score: 0.7666, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8369, number_of_instances: 6430, precision: 0.8205, predictive_accuracy: 0.8369, prior_entropy: 2.4834, relative_absolute_error: 0.3189, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.193, root_relative_squared_error: 0.5252, unweighted_recall: 0.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.8429, kappa: 0.8153, kb_relative_information_score: 0.8051, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8515, number_of_instances: 6430, precision: 0.8406, predictive_accuracy: 0.8515, prior_entropy: 2.4834, relative_absolute_error: 0.2626, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1833, root_relative_squared_error: 0.4987, unweighted_recall: 0.7996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.8076, kappa: 0.7919, kb_relative_information_score: 0.7318, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8341, number_of_instances: 6430, precision: 0.8183, predictive_accuracy: 0.8341, prior_entropy: 2.4834, relative_absolute_error: 0.3672, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.5581, unweighted_recall: 0.7588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.8076, kappa: 0.7919, kb_relative_information_score: 0.7318, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8341, number_of_instances: 6430, precision: 0.8183, predictive_accuracy: 0.8341, prior_entropy: 2.4834, relative_absolute_error: 0.3672, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.5581, unweighted_recall: 0.7588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.8076, kappa: 0.7919, kb_relative_information_score: 0.7318, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8341, number_of_instances: 6430, precision: 0.8183, predictive_accuracy: 0.8341, prior_entropy: 2.4834, relative_absolute_error: 0.3672, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.5581, unweighted_recall: 0.7588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8113, kappa: 0.7943, kb_relative_information_score: 0.7366, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8358, number_of_instances: 6430, precision: 0.8189, predictive_accuracy: 0.8358, prior_entropy: 2.4834, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5563, unweighted_recall: 0.7631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.8076, kappa: 0.7919, kb_relative_information_score: 0.7318, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8341, number_of_instances: 6430, precision: 0.8183, predictive_accuracy: 0.8341, prior_entropy: 2.4834, relative_absolute_error: 0.3672, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.5581, unweighted_recall: 0.7588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.8076, kappa: 0.7919, kb_relative_information_score: 0.7318, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8341, number_of_instances: 6430, precision: 0.8183, predictive_accuracy: 0.8341, prior_entropy: 2.4834, relative_absolute_error: 0.3672, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.5581, unweighted_recall: 0.7588,

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