OpenML
Supervised Classification on splice

Supervised Classification on splice

Task 45 Supervised Classification splice 20618 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_70 study_98 study_99 under100k under1m
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20618 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9529, kappa: 0.9235, kb_relative_information_score: 0.8892, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9527, number_of_instances: 3190, precision: 0.9534, predictive_accuracy: 0.9527, prior_entropy: 1.4802, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.3562, unweighted_recall: 0.9514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9584, kappa: 0.9325, kb_relative_information_score: 0.8722, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9588, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.153, root_relative_squared_error: 0.338, unweighted_recall: 0.9571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9594, kappa: 0.934, kb_relative_information_score: 0.7955, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9592, number_of_instances: 3190, precision: 0.9597, predictive_accuracy: 0.9592, prior_entropy: 1.4802, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3964, unweighted_recall: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9677, kappa: 0.9475, kb_relative_information_score: 0.7595, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9677, number_of_instances: 3190, precision: 0.9677, predictive_accuracy: 0.9677, prior_entropy: 1.4802, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.4186, unweighted_recall: 0.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9642, kappa: 0.9416, kb_relative_information_score: 0.6881, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9643, number_of_instances: 3190, precision: 0.9643, predictive_accuracy: 0.9643, prior_entropy: 1.4802, relative_absolute_error: 0.415, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.4872, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9609, kappa: 0.9366, kb_relative_information_score: 0.8545, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9612, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.1961, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3428, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9622, kappa: 0.9384, kb_relative_information_score: 0.6528, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9624, number_of_instances: 3190, precision: 0.9625, predictive_accuracy: 0.9624, prior_entropy: 1.4802, relative_absolute_error: 0.4565, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2352, root_relative_squared_error: 0.5194, unweighted_recall: 0.9528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9591, kappa: 0.9335, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9593, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.328, unweighted_recall: 0.9573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9656, kappa: 0.9441, kb_relative_information_score: 0.807, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9655, number_of_instances: 3190, precision: 0.9657, predictive_accuracy: 0.9655, prior_entropy: 1.4802, relative_absolute_error: 0.2629, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.3769, unweighted_recall: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9618, kappa: 0.938, kb_relative_information_score: 0.8471, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.962, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.2047, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.3515, unweighted_recall: 0.9594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.96, kappa: 0.9349, kb_relative_information_score: 0.7384, mean_absolute_error: 0.1437, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9602, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.202, root_relative_squared_error: 0.4462, unweighted_recall: 0.9568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9581, kappa: 0.9321, kb_relative_information_score: 0.8968, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4101, weighted_recall: 0.958, number_of_instances: 3190, precision: 0.9585, predictive_accuracy: 0.958, prior_entropy: 1.4802, relative_absolute_error: 0.132, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.3296, unweighted_recall: 0.9574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9596, kappa: 0.9341, kb_relative_information_score: 0.6337, mean_absolute_error: 0.1961, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9603, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.4783, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.5376, unweighted_recall: 0.9484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9067, kappa: 0.8453, kb_relative_information_score: 0.4389, mean_absolute_error: 0.2822, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9082, number_of_instances: 3190, precision: 0.9162, predictive_accuracy: 0.9082, prior_entropy: 1.4802, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.7072, unweighted_recall: 0.8755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.888, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.961, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.148, root_relative_squared_error: 0.3269, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9631, kappa: 0.94, kb_relative_information_score: 0.8352, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.2228, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1622, root_relative_squared_error: 0.3582, unweighted_recall: 0.9613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9146, kappa: 0.8582, kb_relative_information_score: 0.5648, mean_absolute_error: 0.2226, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9157, number_of_instances: 3190, precision: 0.9238, predictive_accuracy: 0.9157, prior_entropy: 1.4802, relative_absolute_error: 0.5428, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2768, root_relative_squared_error: 0.6113, unweighted_recall: 0.8853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9538, kappa: 0.9251, kb_relative_information_score: 0.8871, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9536, number_of_instances: 3190, precision: 0.9545, predictive_accuracy: 0.9536, prior_entropy: 1.4802, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.3399, unweighted_recall: 0.9534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9661, kappa: 0.9448, kb_relative_information_score: 0.6625, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9661, number_of_instances: 3190, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 1.4802, relative_absolute_error: 0.4492, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.5069, unweighted_recall: 0.9594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9622, kappa: 0.9386, kb_relative_information_score: 0.8461, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9621, number_of_instances: 3190, precision: 0.9625, predictive_accuracy: 0.9621, prior_entropy: 1.4802, relative_absolute_error: 0.2071, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.3518, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9604, kappa: 0.9356, kb_relative_information_score: 0.6156, mean_absolute_error: 0.2061, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.9604, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.5537, unweighted_recall: 0.9534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9609, kappa: 0.9366, kb_relative_information_score: 0.818, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9612, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.373, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9613, kappa: 0.9371, kb_relative_information_score: 0.8616, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9616, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.3388, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.8836, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.961, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.3264, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9563, kappa: 0.9291, kb_relative_information_score: 0.8752, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9561, number_of_instances: 3190, precision: 0.9568, predictive_accuracy: 0.9561, prior_entropy: 1.4802, relative_absolute_error: 0.1635, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.3443, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9554, kappa: 0.9275, kb_relative_information_score: 0.8934, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9552, number_of_instances: 3190, precision: 0.9559, predictive_accuracy: 0.9552, prior_entropy: 1.4802, relative_absolute_error: 0.1337, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.3485, unweighted_recall: 0.9542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.8551, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.1954, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.3412, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9532, kappa: 0.924, kb_relative_information_score: 0.8878, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4101, weighted_recall: 0.953, number_of_instances: 3190, precision: 0.9538, predictive_accuracy: 0.953, prior_entropy: 1.4802, relative_absolute_error: 0.1413, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.353, unweighted_recall: 0.9519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9612, kappa: 0.937, kb_relative_information_score: 0.7477, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9615, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.3418, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.4348, unweighted_recall: 0.9583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9653, kappa: 0.9435, kb_relative_information_score: 0.8327, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9652, number_of_instances: 3190, precision: 0.9654, predictive_accuracy: 0.9652, prior_entropy: 1.4802, relative_absolute_error: 0.2256, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.3571, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9621, kappa: 0.9385, kb_relative_information_score: 0.8494, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9621, number_of_instances: 3190, precision: 0.9623, predictive_accuracy: 0.9621, prior_entropy: 1.4802, relative_absolute_error: 0.202, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.3452, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9588, kappa: 0.9331, kb_relative_information_score: 0.8279, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9586, number_of_instances: 3190, precision: 0.9591, predictive_accuracy: 0.9586, prior_entropy: 1.4802, relative_absolute_error: 0.2321, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.3716, unweighted_recall: 0.9573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9584, kappa: 0.9325, kb_relative_information_score: 0.88, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9588, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1574, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.3352, unweighted_recall: 0.9574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9616, kappa: 0.9375, kb_relative_information_score: 0.8239, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9618, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.2396, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.3642, unweighted_recall: 0.9601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9625, kappa: 0.939, kb_relative_information_score: 0.8467, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9624, number_of_instances: 3190, precision: 0.9627, predictive_accuracy: 0.9624, prior_entropy: 1.4802, relative_absolute_error: 0.2059, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.3479, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.8942, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.9601, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1487, root_relative_squared_error: 0.3283, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9615, kappa: 0.9375, kb_relative_information_score: 0.8688, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9617, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.174, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.3329, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9625, kappa: 0.939, kb_relative_information_score: 0.8426, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9624, number_of_instances: 3190, precision: 0.9626, predictive_accuracy: 0.9624, prior_entropy: 1.4802, relative_absolute_error: 0.2126, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.353, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9563, kappa: 0.929, kb_relative_information_score: 0.8645, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9561, number_of_instances: 3190, precision: 0.9567, predictive_accuracy: 0.9561, prior_entropy: 1.4802, relative_absolute_error: 0.1795, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.158, root_relative_squared_error: 0.3489, unweighted_recall: 0.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.7692, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.3139, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.187, root_relative_squared_error: 0.413, unweighted_recall: 0.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9597, kappa: 0.9345, kb_relative_information_score: 0.763, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.9601, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.3201, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.4257, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9686, kappa: 0.949, kb_relative_information_score: 0.7534, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9687, number_of_instances: 3190, precision: 0.9686, predictive_accuracy: 0.9687, prior_entropy: 1.4802, relative_absolute_error: 0.3329, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.4248, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.8913, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.961, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.3255, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.8807, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.9601, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.3333, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9594, kappa: 0.9341, kb_relative_information_score: 0.888, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9592, number_of_instances: 3190, precision: 0.9597, predictive_accuracy: 0.9592, prior_entropy: 1.4802, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.3298, unweighted_recall: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9683, kappa: 0.9485, kb_relative_information_score: 0.7405, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9683, number_of_instances: 3190, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 1.4802, relative_absolute_error: 0.3501, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4354, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9585, kappa: 0.9326, kb_relative_information_score: 0.9023, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9589, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.3377, unweighted_recall: 0.9576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9498, kappa: 0.9186, kb_relative_information_score: 0.878, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9495, number_of_instances: 3190, precision: 0.9506, predictive_accuracy: 0.9495, prior_entropy: 1.4802, relative_absolute_error: 0.1541, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.3641, unweighted_recall: 0.9496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.814, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9634, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.2534, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.169, root_relative_squared_error: 0.3733, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9631, kappa: 0.94, kb_relative_information_score: 0.8463, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.2069, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.3465, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9557, kappa: 0.928, kb_relative_information_score: 0.8627, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9555, number_of_instances: 3190, precision: 0.9561, predictive_accuracy: 0.9555, prior_entropy: 1.4802, relative_absolute_error: 0.1791, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.3558, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.8436, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.2115, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3496, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8891, kappa: 0.8149, kb_relative_information_score: 0.4206, mean_absolute_error: 0.289, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8912, number_of_instances: 3190, precision: 0.905, predictive_accuracy: 0.8912, prior_entropy: 1.4802, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.7212, unweighted_recall: 0.8507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.5848, kappa: 0.3098, kb_relative_information_score: 0.2614, mean_absolute_error: 0.3415, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6439, number_of_instances: 3190, precision: 0.7888, predictive_accuracy: 0.6439, prior_entropy: 1.4802, relative_absolute_error: 0.8329, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3811, root_relative_squared_error: 0.8416, unweighted_recall: 0.5066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.9601, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1524, root_relative_squared_error: 0.3366, unweighted_recall: 0.9593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9677, kappa: 0.9475, kb_relative_information_score: 0.7738, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9677, number_of_instances: 3190, precision: 0.9677, predictive_accuracy: 0.9677, prior_entropy: 1.4802, relative_absolute_error: 0.3064, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4062, unweighted_recall: 0.9637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.8852, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.961, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.1509, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.3271, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9551, kappa: 0.9271, kb_relative_information_score: 0.8847, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9549, number_of_instances: 3190, precision: 0.9558, predictive_accuracy: 0.9549, prior_entropy: 1.4802, relative_absolute_error: 0.1471, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.158, root_relative_squared_error: 0.3488, unweighted_recall: 0.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9613, kappa: 0.9371, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9616, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.143, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.3255, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9667, kappa: 0.9459, kb_relative_information_score: 0.7101, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9667, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.3878, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.4651, unweighted_recall: 0.9614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9615, kappa: 0.9375, kb_relative_information_score: 0.8365, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9618, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.2216, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.3569, unweighted_recall: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9578, kappa: 0.9315, kb_relative_information_score: 0.8564, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.9582, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.1917, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.3507, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9541, kappa: 0.9255, kb_relative_information_score: 0.8915, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9539, number_of_instances: 3190, precision: 0.9547, predictive_accuracy: 0.9539, prior_entropy: 1.4802, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.16, root_relative_squared_error: 0.3533, unweighted_recall: 0.9527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9603, kappa: 0.9355, kb_relative_information_score: 0.8709, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9602, number_of_instances: 3190, precision: 0.9606, predictive_accuracy: 0.9602, prior_entropy: 1.4802, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.3337, unweighted_recall: 0.9586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9609, kappa: 0.9365, kb_relative_information_score: 0.8672, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9612, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.3345, unweighted_recall: 0.9592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9649, kappa: 0.9429, kb_relative_information_score: 0.673, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9649, number_of_instances: 3190, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 1.4802, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.4965, unweighted_recall: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.8774, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.96, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.1601, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.337, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9634, kappa: 0.9405, kb_relative_information_score: 0.8449, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9633, number_of_instances: 3190, precision: 0.9636, predictive_accuracy: 0.9633, prior_entropy: 1.4802, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.159, root_relative_squared_error: 0.3511, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.6755, kappa: 0.4515, kb_relative_information_score: 0.3915, mean_absolute_error: 0.2874, mean_prior_absolute_error: 0.4101, weighted_recall: 0.7072, number_of_instances: 3190, precision: 0.8121, predictive_accuracy: 0.7072, prior_entropy: 1.4802, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.341, root_relative_squared_error: 0.7531, unweighted_recall: 0.5946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.8928, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.961, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.3255, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9594, kappa: 0.9341, kb_relative_information_score: 0.8958, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9592, number_of_instances: 3190, precision: 0.9598, predictive_accuracy: 0.9592, prior_entropy: 1.4802, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1489, root_relative_squared_error: 0.3288, unweighted_recall: 0.9589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.8609, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.187, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.3376, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9674, kappa: 0.9471, kb_relative_information_score: 0.8014, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9674, number_of_instances: 3190, precision: 0.9675, predictive_accuracy: 0.9674, prior_entropy: 1.4802, relative_absolute_error: 0.2702, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.3823, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9671, kappa: 0.9466, kb_relative_information_score: 0.8063, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9671, number_of_instances: 3190, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 1.4802, relative_absolute_error: 0.2635, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3779, unweighted_recall: 0.9642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9566, kappa: 0.9296, kb_relative_information_score: 0.8817, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.9572, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.3414, unweighted_recall: 0.9559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.963, kappa: 0.9399, kb_relative_information_score: 0.6513, mean_absolute_error: 0.1893, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.963, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.4616, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.5222, unweighted_recall: 0.9581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.8872, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.1476, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1487, root_relative_squared_error: 0.3284, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9619, kappa: 0.938, kb_relative_information_score: 0.8538, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9621, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.155, root_relative_squared_error: 0.3423, unweighted_recall: 0.9601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9588, kappa: 0.933, kb_relative_information_score: 0.7549, mean_absolute_error: 0.1356, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9586, number_of_instances: 3190, precision: 0.9592, predictive_accuracy: 0.9586, prior_entropy: 1.4802, relative_absolute_error: 0.3307, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.4339, unweighted_recall: 0.9571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9529, kappa: 0.9235, kb_relative_information_score: 0.8485, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9527, number_of_instances: 3190, precision: 0.9534, predictive_accuracy: 0.9527, prior_entropy: 1.4802, relative_absolute_error: 0.1986, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.3681, unweighted_recall: 0.9519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9557, kappa: 0.9281, kb_relative_information_score: 0.8717, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9555, number_of_instances: 3190, precision: 0.9563, predictive_accuracy: 0.9555, prior_entropy: 1.4802, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.3509, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9477, kappa: 0.915, kb_relative_information_score: 0.8632, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9473, number_of_instances: 3190, precision: 0.9486, predictive_accuracy: 0.9473, prior_entropy: 1.4802, relative_absolute_error: 0.175, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.3717, unweighted_recall: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.8901, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.96, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.1434, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.326, unweighted_recall: 0.9589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9594, kappa: 0.934, kb_relative_information_score: 0.869, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9592, number_of_instances: 3190, precision: 0.9597, predictive_accuracy: 0.9592, prior_entropy: 1.4802, relative_absolute_error: 0.1729, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.153, root_relative_squared_error: 0.338, unweighted_recall: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9668, kappa: 0.946, kb_relative_information_score: 0.7404, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9668, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.3501, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4357, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9551, kappa: 0.9271, kb_relative_information_score: 0.8827, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9549, number_of_instances: 3190, precision: 0.9558, predictive_accuracy: 0.9549, prior_entropy: 1.4802, relative_absolute_error: 0.1509, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.3449, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9686, kappa: 0.949, kb_relative_information_score: 0.7452, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9687, number_of_instances: 3190, precision: 0.9686, predictive_accuracy: 0.9687, prior_entropy: 1.4802, relative_absolute_error: 0.3438, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.4319, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9628, kappa: 0.9395, kb_relative_information_score: 0.73, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9627, number_of_instances: 3190, precision: 0.963, predictive_accuracy: 0.9627, prior_entropy: 1.4802, relative_absolute_error: 0.3629, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.4508, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.96, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.1569, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.3348, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.8786, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.1608, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.3283, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9575, kappa: 0.9311, kb_relative_information_score: 0.8588, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9574, number_of_instances: 3190, precision: 0.958, predictive_accuracy: 0.9574, prior_entropy: 1.4802, relative_absolute_error: 0.1881, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.3502, unweighted_recall: 0.9568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9548, kappa: 0.9265, kb_relative_information_score: 0.8914, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9545, number_of_instances: 3190, precision: 0.9554, predictive_accuracy: 0.9545, prior_entropy: 1.4802, relative_absolute_error: 0.1359, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.3532, unweighted_recall: 0.9536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9609, kappa: 0.9366, kb_relative_information_score: 0.8398, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9612, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.2173, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.16, root_relative_squared_error: 0.3534, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9683, kappa: 0.9485, kb_relative_information_score: 0.7413, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9683, number_of_instances: 3190, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 1.4802, relative_absolute_error: 0.3493, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.4346, unweighted_recall: 0.9638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9634, kappa: 0.9406, kb_relative_information_score: 0.8618, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9633, number_of_instances: 3190, precision: 0.9637, predictive_accuracy: 0.9633, prior_entropy: 1.4802, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.3372, unweighted_recall: 0.9627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9578, kappa: 0.9315, kb_relative_information_score: 0.9034, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.9582, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.1191, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.3413, unweighted_recall: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9582, kappa: 0.9321, kb_relative_information_score: 0.8767, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.4101, weighted_recall: 0.958, number_of_instances: 3190, precision: 0.9586, predictive_accuracy: 0.958, prior_entropy: 1.4802, relative_absolute_error: 0.1617, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.3398, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9544, kappa: 0.926, kb_relative_information_score: 0.9018, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9542, number_of_instances: 3190, precision: 0.9549, predictive_accuracy: 0.9542, prior_entropy: 1.4802, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.348, unweighted_recall: 0.9527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.8343, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.961, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.2236, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3625, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.96, kappa: 0.9351, kb_relative_information_score: 0.8912, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9604, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.1413, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.3277, unweighted_recall: 0.9593,

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

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Use one of our APIs to download data from OpenML and upload your results

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