Task
Supervised Classification on splice

Supervised Classification on splice

Task 45 Supervised Classification splice 19351 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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19351 Runs

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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: 0.9931, 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: 0.9913, f_measure: 0.956, kappa: 0.9286, kb_relative_information_score: 0.896, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9558, number_of_instances: 3190, precision: 0.9567, predictive_accuracy: 0.9558, prior_entropy: 1.4802, relative_absolute_error: 0.1309, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1537, root_relative_squared_error: 0.3394, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.964, kappa: 0.9415, kb_relative_information_score: 0.7931, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9639, number_of_instances: 3190, precision: 0.9641, predictive_accuracy: 0.9639, prior_entropy: 1.4802, relative_absolute_error: 0.2807, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.176, root_relative_squared_error: 0.3887, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9489, kappa: 0.917, kb_relative_information_score: 0.8425, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9486, number_of_instances: 3190, precision: 0.9497, predictive_accuracy: 0.9486, prior_entropy: 1.4802, relative_absolute_error: 0.2062, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.3768, unweighted_recall: 0.9479,
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: 0.9942, 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: 0.9888, f_measure: 0.945, kappa: 0.9106, kb_relative_information_score: 0.8722, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9445, number_of_instances: 3190, precision: 0.9463, predictive_accuracy: 0.9445, prior_entropy: 1.4802, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.3773, unweighted_recall: 0.9441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9563, kappa: 0.9291, kb_relative_information_score: 0.8779, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9561, number_of_instances: 3190, precision: 0.957, predictive_accuracy: 0.9561, prior_entropy: 1.4802, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3473, unweighted_recall: 0.9562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.8766, mean_absolute_error: 0.0667, 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: 0.1627, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.3346, unweighted_recall: 0.9593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9587, kappa: 0.9328, kb_relative_information_score: 0.6828, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9586, number_of_instances: 3190, precision: 0.9588, predictive_accuracy: 0.9586, prior_entropy: 1.4802, relative_absolute_error: 0.4213, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.4949, unweighted_recall: 0.9543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.8824, mean_absolute_error: 0.0632, 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: 0.1542, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1514, root_relative_squared_error: 0.3345, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9584, kappa: 0.9325, kb_relative_information_score: 0.8735, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9587, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1663, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.337, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9523, kappa: 0.9225, kb_relative_information_score: 0.8828, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.4101, weighted_recall: 0.952, number_of_instances: 3190, precision: 0.9529, predictive_accuracy: 0.952, prior_entropy: 1.4802, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.3548, unweighted_recall: 0.9513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9643, kappa: 0.942, kb_relative_information_score: 0.8291, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9643, number_of_instances: 3190, precision: 0.9645, predictive_accuracy: 0.9643, prior_entropy: 1.4802, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.3611, unweighted_recall: 0.9614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9584, kappa: 0.9325, kb_relative_information_score: 0.7101, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9586, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.3867, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.4723, unweighted_recall: 0.9557,
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: 0.9897, 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: 0.989, f_measure: 0.9471, kappa: 0.9141, kb_relative_information_score: 0.8697, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9467, number_of_instances: 3190, precision: 0.9482, predictive_accuracy: 0.9467, prior_entropy: 1.4802, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.3727, unweighted_recall: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9523, kappa: 0.9225, kb_relative_information_score: 0.8881, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.4101, weighted_recall: 0.952, number_of_instances: 3190, precision: 0.9528, predictive_accuracy: 0.952, prior_entropy: 1.4802, relative_absolute_error: 0.1403, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.3557, unweighted_recall: 0.951,
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: 0.9952, 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: 0.993, 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: 0.9912, 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: 0.9928, f_measure: 0.9594, kappa: 0.9341, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0586, 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: 0.1428, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.3278, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9628, kappa: 0.9395, kb_relative_information_score: 0.8611, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9627, number_of_instances: 3190, precision: 0.9629, predictive_accuracy: 0.9627, prior_entropy: 1.4802, relative_absolute_error: 0.1852, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.3388, unweighted_recall: 0.9607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9554, kappa: 0.9276, kb_relative_information_score: 0.8723, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9552, number_of_instances: 3190, precision: 0.956, predictive_accuracy: 0.9552, prior_entropy: 1.4802, relative_absolute_error: 0.1661, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.3525, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9578, kappa: 0.9316, kb_relative_information_score: 0.8715, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.9583, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.343, unweighted_recall: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.957, kappa: 0.9301, kb_relative_information_score: 0.8868, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9567, number_of_instances: 3190, precision: 0.9576, predictive_accuracy: 0.9567, prior_entropy: 1.4802, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1524, root_relative_squared_error: 0.3366, unweighted_recall: 0.9571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9594, kappa: 0.9341, kb_relative_information_score: 0.8262, mean_absolute_error: 0.0962, 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: 0.2346, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.3717, unweighted_recall: 0.9585,
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: 0.9953, f_measure: 0.9654, kappa: 0.9436, kb_relative_information_score: 0.6257, mean_absolute_error: 0.2015, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9655, number_of_instances: 3190, precision: 0.9655, predictive_accuracy: 0.9655, prior_entropy: 1.4802, relative_absolute_error: 0.4914, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2453, root_relative_squared_error: 0.5417, unweighted_recall: 0.9571,
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: 0.9919, f_measure: 0.9569, kappa: 0.93, kb_relative_information_score: 0.8712, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9567, number_of_instances: 3190, precision: 0.9573, predictive_accuracy: 0.9567, prior_entropy: 1.4802, relative_absolute_error: 0.1686, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.158, root_relative_squared_error: 0.349, unweighted_recall: 0.9557,
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: 0.994, f_measure: 0.9637, kappa: 0.941, kb_relative_information_score: 0.6895, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9636, number_of_instances: 3190, precision: 0.9638, predictive_accuracy: 0.9636, prior_entropy: 1.4802, relative_absolute_error: 0.4159, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.4861, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.6296, kappa: 0.3785, kb_relative_information_score: 0.3017, mean_absolute_error: 0.3268, mean_prior_absolute_error: 0.4101, weighted_recall: 0.674, number_of_instances: 3190, precision: 0.7989, predictive_accuracy: 0.674, prior_entropy: 1.4802, relative_absolute_error: 0.797, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.368, root_relative_squared_error: 0.8128, unweighted_recall: 0.5485,
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: 0.9924, 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: 0.9933, f_measure: 0.9591, kappa: 0.9336, kb_relative_information_score: 0.8391, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9594, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.3611, unweighted_recall: 0.958,
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: 0.9907, f_measure: 0.9489, kappa: 0.917, kb_relative_information_score: 0.8444, mean_absolute_error: 0.0833, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9486, number_of_instances: 3190, precision: 0.9497, predictive_accuracy: 0.9486, prior_entropy: 1.4802, relative_absolute_error: 0.2032, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.3763, unweighted_recall: 0.9479,
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: 0.9933, 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: 0.9924, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.8879, mean_absolute_error: 0.06, 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: 0.1463, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.3287, unweighted_recall: 0.9596,
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: 0.9941, 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: 0.9898, 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: 0.9918, 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: 0.9934, 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: 0.9941, 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: 0.993, 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: 0.993, f_measure: 0.9582, kappa: 0.9321, kb_relative_information_score: 0.8591, mean_absolute_error: 0.077, 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: 0.1877, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1587, root_relative_squared_error: 0.3505, unweighted_recall: 0.9574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9622, kappa: 0.9386, kb_relative_information_score: 0.8669, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9621, number_of_instances: 3190, precision: 0.9624, predictive_accuracy: 0.9621, prior_entropy: 1.4802, relative_absolute_error: 0.1781, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1513, root_relative_squared_error: 0.3342, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9453, kappa: 0.9111, kb_relative_information_score: 0.8695, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9448, number_of_instances: 3190, precision: 0.9466, predictive_accuracy: 0.9448, prior_entropy: 1.4802, relative_absolute_error: 0.1641, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.3769, unweighted_recall: 0.9443,
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: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.7592, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.3253, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4296, unweighted_recall: 0.9605,
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: 0.9927, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.8905, mean_absolute_error: 0.0584, 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: 0.1425, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.3259, unweighted_recall: 0.9597,
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: 0.9915, f_measure: 0.9582, kappa: 0.9321, kb_relative_information_score: 0.7796, mean_absolute_error: 0.1215, 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: 0.2963, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.4175, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9594, kappa: 0.9341, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0688, 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: 0.1677, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.3375, unweighted_recall: 0.9582,
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: 0.989, f_measure: 0.9468, kappa: 0.9136, kb_relative_information_score: 0.8734, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9464, number_of_instances: 3190, precision: 0.9479, predictive_accuracy: 0.9464, prior_entropy: 1.4802, relative_absolute_error: 0.1594, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3704, unweighted_recall: 0.9458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9591, kappa: 0.9336, kb_relative_information_score: 0.8307, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9595, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.3678, unweighted_recall: 0.9582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.7523, kappa: 0.579, kb_relative_information_score: 0.4282, mean_absolute_error: 0.279, mean_prior_absolute_error: 0.4101, weighted_recall: 0.768, number_of_instances: 3190, precision: 0.8379, predictive_accuracy: 0.768, prior_entropy: 1.4802, relative_absolute_error: 0.6805, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.7192, unweighted_recall: 0.6788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9658, kappa: 0.9444, kb_relative_information_score: 0.7618, mean_absolute_error: 0.1321, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9658, number_of_instances: 3190, precision: 0.9658, predictive_accuracy: 0.9658, prior_entropy: 1.4802, relative_absolute_error: 0.3222, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.4201, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9498, kappa: 0.9185, kb_relative_information_score: 0.8447, mean_absolute_error: 0.0832, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9495, number_of_instances: 3190, precision: 0.9505, predictive_accuracy: 0.9495, prior_entropy: 1.4802, relative_absolute_error: 0.203, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.3752, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9622, kappa: 0.9386, kb_relative_information_score: 0.8571, mean_absolute_error: 0.0789, 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: 0.1924, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1542, root_relative_squared_error: 0.3405, unweighted_recall: 0.9614,
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: 0.9933, f_measure: 0.9612, kappa: 0.9371, kb_relative_information_score: 0.8798, mean_absolute_error: 0.0652, 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: 0.159, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.3282, unweighted_recall: 0.9606,
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: 0.9934, 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: 0.9915, f_measure: 0.9551, kappa: 0.9271, kb_relative_information_score: 0.8875, mean_absolute_error: 0.0589, 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: 0.1437, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.3447, unweighted_recall: 0.9547,
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: 0.9921, f_measure: 0.96, kappa: 0.9351, kb_relative_information_score: 0.9014, mean_absolute_error: 0.0508, 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: 0.1238, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.3331, unweighted_recall: 0.9593,
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: 0.9516, kb_relative_information_score: 0.0775, mean_absolute_error: 0.3911, mean_prior_absolute_error: 0.4101, weighted_recall: 0.5188, number_of_instances: 3190, predictive_accuracy: 0.5188, prior_entropy: 1.4802, relative_absolute_error: 0.9537, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4324, root_relative_squared_error: 0.955, unweighted_recall: 0.3333,
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: 0.9942, 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: 0.9911, 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: 0.9915, f_measure: 0.9548, kappa: 0.9266, kb_relative_information_score: 0.8913, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9545, number_of_instances: 3190, precision: 0.9555, predictive_accuracy: 0.9545, prior_entropy: 1.4802, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3429, unweighted_recall: 0.9547,
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: 0.9936, 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: 0.9922, f_measure: 0.9591, kappa: 0.9336, kb_relative_information_score: 0.9016, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9595, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.1239, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.3322, unweighted_recall: 0.9582,
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: 0.9862, kappa: 0.0017, kb_relative_information_score: 0.1206, mean_absolute_error: 0.3823, mean_prior_absolute_error: 0.4101, weighted_recall: 0.5194, number_of_instances: 3190, predictive_accuracy: 0.5194, prior_entropy: 1.4802, relative_absolute_error: 0.9323, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4226, root_relative_squared_error: 0.9334, unweighted_recall: 0.3342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9581, kappa: 0.9319, kb_relative_information_score: 0.6736, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.4101, weighted_recall: 0.958, number_of_instances: 3190, precision: 0.9582, predictive_accuracy: 0.958, prior_entropy: 1.4802, relative_absolute_error: 0.4338, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.5047, unweighted_recall: 0.9542,
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: 0.9922, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.899, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.9602, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.1286, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.3282, unweighted_recall: 0.9596,
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: 0.9925, 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: 0.9953, f_measure: 0.9677, kappa: 0.9475, kb_relative_information_score: 0.7434, mean_absolute_error: 0.1424, 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: 0.3473, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.4334, unweighted_recall: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9661, kappa: 0.9449, kb_relative_information_score: 0.7696, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9661, number_of_instances: 3190, precision: 0.9662, predictive_accuracy: 0.9661, prior_entropy: 1.4802, relative_absolute_error: 0.312, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.4126, unweighted_recall: 0.9617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.956, kappa: 0.9286, kb_relative_information_score: 0.8781, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9558, number_of_instances: 3190, precision: 0.9565, predictive_accuracy: 0.9558, prior_entropy: 1.4802, relative_absolute_error: 0.1592, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.343, unweighted_recall: 0.9551,
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: 0.9914, f_measure: 0.9542, kappa: 0.9256, kb_relative_information_score: 0.8832, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9539, number_of_instances: 3190, precision: 0.9548, predictive_accuracy: 0.9539, prior_entropy: 1.4802, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.158, root_relative_squared_error: 0.3489, unweighted_recall: 0.9536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.7692, mean_absolute_error: 0.1285, 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: 0.3133, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.414, unweighted_recall: 0.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9575, kappa: 0.931, kb_relative_information_score: 0.8667, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9574, number_of_instances: 3190, precision: 0.9579, predictive_accuracy: 0.9574, prior_entropy: 1.4802, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.3437, unweighted_recall: 0.9563,
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,

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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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