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: 0.9902, f_measure: 0.9487, kappa: 0.9166, kb_relative_information_score: 0.8879, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9486, number_of_instances: 3190, precision: 0.9489, predictive_accuracy: 0.9486, prior_entropy: 1.4802, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3592, unweighted_recall: 0.9444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9627, kappa: 0.9395, kb_relative_information_score: 0.9187, mean_absolute_error: 0.0411, 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: 0.1002, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1393, root_relative_squared_error: 0.3076, unweighted_recall: 0.9607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9668, kappa: 0.946, kb_relative_information_score: 0.9262, mean_absolute_error: 0.0372, 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: 0.0907, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1329, root_relative_squared_error: 0.2935, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9674, kappa: 0.9471, kb_relative_information_score: 0.9285, mean_absolute_error: 0.036, 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: 0.0878, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.2895, unweighted_recall: 0.9653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9699, kappa: 0.9511, kb_relative_information_score: 0.9305, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9699, number_of_instances: 3190, precision: 0.9699, predictive_accuracy: 0.9699, prior_entropy: 1.4802, relative_absolute_error: 0.085, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.2857, unweighted_recall: 0.9669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7808, f_measure: 0.6336, kappa: 0.3848, kb_relative_information_score: 0.3207, mean_absolute_error: 0.2943, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6768, number_of_instances: 3190, precision: 0.7999, predictive_accuracy: 0.6768, prior_entropy: 1.4802, relative_absolute_error: 0.7177, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3901, root_relative_squared_error: 0.8616, unweighted_recall: 0.5525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9471, kappa: 0.9141, kb_relative_information_score: 0.8808, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.4101, weighted_recall: 0.947, number_of_instances: 3190, precision: 0.9473, predictive_accuracy: 0.947, prior_entropy: 1.4802, relative_absolute_error: 0.1463, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.3712, unweighted_recall: 0.9427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9677, kappa: 0.9476, kb_relative_information_score: 0.9283, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9677, number_of_instances: 3190, precision: 0.9678, predictive_accuracy: 0.9677, prior_entropy: 1.4802, relative_absolute_error: 0.088, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.2902, unweighted_recall: 0.9653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.711, f_measure: 0.5955, kappa: 0.3259, kb_relative_information_score: 0.2524, mean_absolute_error: 0.3211, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6508, number_of_instances: 3190, precision: 0.7902, predictive_accuracy: 0.6508, prior_entropy: 1.4802, relative_absolute_error: 0.7831, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.403, root_relative_squared_error: 0.89, unweighted_recall: 0.5164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.7301, kappa: 0.5431, kb_relative_information_score: 0.6099, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.4101, weighted_recall: 0.7505, number_of_instances: 3190, precision: 0.8295, predictive_accuracy: 0.7505, prior_entropy: 1.4802, relative_absolute_error: 0.402, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.317, root_relative_squared_error: 0.7002, unweighted_recall: 0.6548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9687, kappa: 0.9491, kb_relative_information_score: 0.93, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9687, number_of_instances: 3190, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 1.4802, relative_absolute_error: 0.0856, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.2865, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9624, kappa: 0.939, kb_relative_information_score: 0.9195, mean_absolute_error: 0.0405, 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: 0.0988, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1393, root_relative_squared_error: 0.3076, unweighted_recall: 0.9612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9364, kappa: 0.897, kb_relative_information_score: 0.8038, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9357, number_of_instances: 3190, precision: 0.9396, predictive_accuracy: 0.9357, prior_entropy: 1.4802, relative_absolute_error: 0.2554, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.4429, unweighted_recall: 0.9396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9346, kappa: 0.8938, kb_relative_information_score: 0.8585, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9345, number_of_instances: 3190, precision: 0.9349, predictive_accuracy: 0.9345, prior_entropy: 1.4802, relative_absolute_error: 0.1724, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1836, root_relative_squared_error: 0.4055, unweighted_recall: 0.9293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9366, kappa: 0.8978, kb_relative_information_score: 0.8836, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9361, number_of_instances: 3190, precision: 0.9399, predictive_accuracy: 0.9361, prior_entropy: 1.4802, relative_absolute_error: 0.1419, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.3987, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.964, kappa: 0.9415, kb_relative_information_score: 0.9235, mean_absolute_error: 0.0386, 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: 0.094, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.136, root_relative_squared_error: 0.3003, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6369, f_measure: 0.5386, kappa: 0.2417, kb_relative_information_score: 0.1772, mean_absolute_error: 0.3482, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6147, number_of_instances: 3190, precision: 0.7774, predictive_accuracy: 0.6147, prior_entropy: 1.4802, relative_absolute_error: 0.8491, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.418, root_relative_squared_error: 0.9233, unweighted_recall: 0.4665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9659, kappa: 0.9446, kb_relative_information_score: 0.9207, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9658, number_of_instances: 3190, precision: 0.966, predictive_accuracy: 0.9658, prior_entropy: 1.4802, relative_absolute_error: 0.0973, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.3039, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9659, kappa: 0.9446, kb_relative_information_score: 0.9198, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9658, number_of_instances: 3190, precision: 0.966, predictive_accuracy: 0.9658, prior_entropy: 1.4802, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1381, root_relative_squared_error: 0.3051, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9668, kappa: 0.9461, kb_relative_information_score: 0.9256, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1334, root_relative_squared_error: 0.2947, unweighted_recall: 0.9642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9687, kappa: 0.9491, kb_relative_information_score: 0.93, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9687, number_of_instances: 3190, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 1.4802, relative_absolute_error: 0.0857, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.2865, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.964, kappa: 0.9416, kb_relative_information_score: 0.922, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9639, number_of_instances: 3190, precision: 0.9642, predictive_accuracy: 0.9639, prior_entropy: 1.4802, relative_absolute_error: 0.0958, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.3033, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9668, kappa: 0.9461, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.0982, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.3036, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9671, kappa: 0.9466, kb_relative_information_score: 0.9274, mean_absolute_error: 0.0366, 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: 0.0892, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1323, root_relative_squared_error: 0.2922, unweighted_recall: 0.9653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5275, kappa: 0.2259, kb_relative_information_score: 0.106, mean_absolute_error: 0.3808, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6082, number_of_instances: 3190, precision: 0.7752, predictive_accuracy: 0.6082, prior_entropy: 1.4802, relative_absolute_error: 0.9285, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.431, root_relative_squared_error: 0.9518, unweighted_recall: 0.4573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7138, f_measure: 0.6007, kappa: 0.3338, kb_relative_information_score: 0.2577, mean_absolute_error: 0.3191, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6542, number_of_instances: 3190, precision: 0.7914, predictive_accuracy: 0.6542, prior_entropy: 1.4802, relative_absolute_error: 0.7782, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4018, root_relative_squared_error: 0.8875, unweighted_recall: 0.5212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.5555, kappa: 0.2662, kb_relative_information_score: 0.1978, mean_absolute_error: 0.3411, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6251, number_of_instances: 3190, precision: 0.781, predictive_accuracy: 0.6251, prior_entropy: 1.4802, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4141, root_relative_squared_error: 0.9146, unweighted_recall: 0.4808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7138, f_measure: 0.6007, kappa: 0.3338, kb_relative_information_score: 0.2577, mean_absolute_error: 0.3191, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6542, number_of_instances: 3190, precision: 0.7914, predictive_accuracy: 0.6542, prior_entropy: 1.4802, relative_absolute_error: 0.7782, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4018, root_relative_squared_error: 0.8875, unweighted_recall: 0.5212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9618, kappa: 0.938, kb_relative_information_score: 0.9143, mean_absolute_error: 0.0433, 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: 0.1056, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.3154, unweighted_recall: 0.9594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9656, kappa: 0.9441, kb_relative_information_score: 0.9206, mean_absolute_error: 0.04, 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: 0.0975, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1378, root_relative_squared_error: 0.3043, unweighted_recall: 0.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9615, kappa: 0.9375, kb_relative_information_score: 0.9155, mean_absolute_error: 0.0432, 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: 0.1053, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.3112, unweighted_recall: 0.9592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9668, kappa: 0.9461, kb_relative_information_score: 0.9279, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1315, root_relative_squared_error: 0.2905, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9618, kappa: 0.938, kb_relative_information_score: 0.9153, mean_absolute_error: 0.0428, 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: 0.1043, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.3134, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9462, kappa: 0.9127, kb_relative_information_score: 0.8837, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9461, number_of_instances: 3190, precision: 0.9465, predictive_accuracy: 0.9461, prior_entropy: 1.4802, relative_absolute_error: 0.1425, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.3664, unweighted_recall: 0.9425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9618, kappa: 0.938, kb_relative_information_score: 0.9128, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.1077, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.3171, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9246, kappa: 0.8776, kb_relative_information_score: 0.8516, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9245, number_of_instances: 3190, precision: 0.9249, predictive_accuracy: 0.9245, prior_entropy: 1.4802, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.438, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9671, kappa: 0.9466, kb_relative_information_score: 0.9243, mean_absolute_error: 0.0382, 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: 0.0932, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.2968, unweighted_recall: 0.9649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9668, kappa: 0.9461, kb_relative_information_score: 0.9223, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.0959, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.3006, unweighted_recall: 0.9647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.969, kappa: 0.9496, kb_relative_information_score: 0.9292, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.4101, weighted_recall: 0.969, number_of_instances: 3190, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 1.4802, relative_absolute_error: 0.0868, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1304, root_relative_squared_error: 0.2881, unweighted_recall: 0.9666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9665, kappa: 0.9456, kb_relative_information_score: 0.9201, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9665, number_of_instances: 3190, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 1.4802, relative_absolute_error: 0.0989, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.3041, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9668, kappa: 0.9461, kb_relative_information_score: 0.9279, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1315, root_relative_squared_error: 0.2903, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7135, f_measure: 0.6007, kappa: 0.3338, kb_relative_information_score: 0.2571, mean_absolute_error: 0.3193, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6542, number_of_instances: 3190, precision: 0.7914, predictive_accuracy: 0.6542, prior_entropy: 1.4802, relative_absolute_error: 0.7788, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.402, root_relative_squared_error: 0.8878, unweighted_recall: 0.5212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9628, kappa: 0.9395, kb_relative_information_score: 0.9137, mean_absolute_error: 0.0437, 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: 0.1066, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.143, root_relative_squared_error: 0.3159, unweighted_recall: 0.9609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.8988, kappa: 0.836, kb_relative_information_score: 0.6819, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8978, number_of_instances: 3190, precision: 0.912, predictive_accuracy: 0.8978, prior_entropy: 1.4802, relative_absolute_error: 0.4018, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2522, root_relative_squared_error: 0.5571, unweighted_recall: 0.8849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9625, kappa: 0.939, kb_relative_information_score: 0.9142, mean_absolute_error: 0.0435, 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: 0.1061, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.3146, unweighted_recall: 0.9607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9659, kappa: 0.9446, kb_relative_information_score: 0.9214, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9658, number_of_instances: 3190, precision: 0.966, predictive_accuracy: 0.9658, prior_entropy: 1.4802, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.3028, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9157, kappa: 0.8628, kb_relative_information_score: 0.6742, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9144, number_of_instances: 3190, precision: 0.9204, predictive_accuracy: 0.9144, prior_entropy: 1.4802, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.566, unweighted_recall: 0.9089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9421, kappa: 0.9066, kb_relative_information_score: 0.8897, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9417, number_of_instances: 3190, precision: 0.9447, predictive_accuracy: 0.9417, prior_entropy: 1.4802, relative_absolute_error: 0.1352, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.3853, unweighted_recall: 0.9488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6204, f_measure: 0.5275, kappa: 0.2259, kb_relative_information_score: 0.1605, mean_absolute_error: 0.3536, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6082, number_of_instances: 3190, precision: 0.7752, predictive_accuracy: 0.6082, prior_entropy: 1.4802, relative_absolute_error: 0.8622, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4205, root_relative_squared_error: 0.9287, unweighted_recall: 0.4573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9569, kappa: 0.93, kb_relative_information_score: 0.9053, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9567, number_of_instances: 3190, precision: 0.9572, predictive_accuracy: 0.9567, prior_entropy: 1.4802, relative_absolute_error: 0.117, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.3354, unweighted_recall: 0.9554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9562, kappa: 0.9288, kb_relative_information_score: 0.9058, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9561, number_of_instances: 3190, precision: 0.9564, predictive_accuracy: 0.9561, prior_entropy: 1.4802, relative_absolute_error: 0.1161, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1489, root_relative_squared_error: 0.3289, unweighted_recall: 0.9529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9618, kappa: 0.938, kb_relative_information_score: 0.9153, mean_absolute_error: 0.0428, 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: 0.1043, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.3134, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9553, kappa: 0.9274, kb_relative_information_score: 0.8956, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9552, number_of_instances: 3190, precision: 0.9555, predictive_accuracy: 0.9552, prior_entropy: 1.4802, relative_absolute_error: 0.1287, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1564, root_relative_squared_error: 0.3455, unweighted_recall: 0.9519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9662, kappa: 0.9451, kb_relative_information_score: 0.9232, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9661, number_of_instances: 3190, precision: 0.9663, predictive_accuracy: 0.9661, prior_entropy: 1.4802, relative_absolute_error: 0.0947, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1354, root_relative_squared_error: 0.299, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9246, kappa: 0.8776, kb_relative_information_score: 0.8516, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9245, number_of_instances: 3190, precision: 0.9249, predictive_accuracy: 0.9245, prior_entropy: 1.4802, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.438, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9574, kappa: 0.9309, kb_relative_information_score: 0.9078, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9574, number_of_instances: 3190, precision: 0.9576, predictive_accuracy: 0.9574, prior_entropy: 1.4802, relative_absolute_error: 0.1136, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.3254, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.5275, kappa: 0.2259, kb_relative_information_score: 0.1518, mean_absolute_error: 0.3583, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6082, number_of_instances: 3190, precision: 0.7752, predictive_accuracy: 0.6082, prior_entropy: 1.4802, relative_absolute_error: 0.8738, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4211, root_relative_squared_error: 0.93, unweighted_recall: 0.4573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9665, kappa: 0.9456, kb_relative_information_score: 0.9278, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9665, number_of_instances: 3190, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 1.4802, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2907, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9621, kappa: 0.9385, kb_relative_information_score: 0.9133, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9621, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9621, prior_entropy: 1.4802, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.3157, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9284, kappa: 0.8837, kb_relative_information_score: 0.8528, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9282, number_of_instances: 3190, precision: 0.9287, predictive_accuracy: 0.9282, prior_entropy: 1.4802, relative_absolute_error: 0.1753, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4306, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9462, kappa: 0.9126, kb_relative_information_score: 0.8812, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9461, number_of_instances: 3190, precision: 0.9464, predictive_accuracy: 0.9461, prior_entropy: 1.4802, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.3706, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6881, f_measure: 0.5689, kappa: 0.2861, kb_relative_information_score: 0.2151, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6335, number_of_instances: 3190, precision: 0.784, predictive_accuracy: 0.6335, prior_entropy: 1.4802, relative_absolute_error: 0.8164, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4104, root_relative_squared_error: 0.9065, unweighted_recall: 0.4925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9294, kappa: 0.8853, kb_relative_information_score: 0.8526, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9292, number_of_instances: 3190, precision: 0.9298, predictive_accuracy: 0.9292, prior_entropy: 1.4802, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.4239, unweighted_recall: 0.9249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9359, kappa: 0.8958, kb_relative_information_score: 0.8601, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9357, number_of_instances: 3190, precision: 0.936, predictive_accuracy: 0.9357, prior_entropy: 1.4802, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.4015, unweighted_recall: 0.9301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9681, kappa: 0.9481, kb_relative_information_score: 0.9284, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.4101, weighted_recall: 0.968, number_of_instances: 3190, precision: 0.9681, predictive_accuracy: 0.968, prior_entropy: 1.4802, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1313, root_relative_squared_error: 0.29, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9699, kappa: 0.9511, kb_relative_information_score: 0.9305, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9699, number_of_instances: 3190, precision: 0.9699, predictive_accuracy: 0.9699, prior_entropy: 1.4802, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1295, root_relative_squared_error: 0.2861, unweighted_recall: 0.9672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9668, kappa: 0.9461, kb_relative_information_score: 0.9211, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.137, root_relative_squared_error: 0.3025, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7103, f_measure: 0.5946, kappa: 0.3245, kb_relative_information_score: 0.2511, mean_absolute_error: 0.3216, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6502, number_of_instances: 3190, precision: 0.7899, predictive_accuracy: 0.6502, prior_entropy: 1.4802, relative_absolute_error: 0.7842, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8906, unweighted_recall: 0.5155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9671, kappa: 0.9466, kb_relative_information_score: 0.9262, mean_absolute_error: 0.0372, 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: 0.0907, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1329, root_relative_squared_error: 0.2936, unweighted_recall: 0.9646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6476, f_measure: 0.5488, kappa: 0.2566, kb_relative_information_score: 0.1915, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.4101, weighted_recall: 0.621, number_of_instances: 3190, precision: 0.7796, predictive_accuracy: 0.621, prior_entropy: 1.4802, relative_absolute_error: 0.837, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4153, root_relative_squared_error: 0.9172, unweighted_recall: 0.4751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.733, f_measure: 0.6242, kappa: 0.37, kb_relative_information_score: 0.2924, mean_absolute_error: 0.3059, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6702, number_of_instances: 3190, precision: 0.7974, predictive_accuracy: 0.6702, prior_entropy: 1.4802, relative_absolute_error: 0.7461, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3945, root_relative_squared_error: 0.8713, unweighted_recall: 0.5433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6674, f_measure: 0.562, kappa: 0.2758, kb_relative_information_score: 0.2047, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6292, number_of_instances: 3190, precision: 0.7824, predictive_accuracy: 0.6292, prior_entropy: 1.4802, relative_absolute_error: 0.8259, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.9115, unweighted_recall: 0.4864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9653, kappa: 0.9435, kb_relative_information_score: 0.9177, mean_absolute_error: 0.0418, 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: 0.1019, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.3085, unweighted_recall: 0.9627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9615, kappa: 0.9375, kb_relative_information_score: 0.9128, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9616, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.1077, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.3171, unweighted_recall: 0.9589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7101, f_measure: 0.5936, kappa: 0.3231, kb_relative_information_score: 0.2509, mean_absolute_error: 0.3217, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6495, number_of_instances: 3190, precision: 0.7897, predictive_accuracy: 0.6495, prior_entropy: 1.4802, relative_absolute_error: 0.7844, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4033, root_relative_squared_error: 0.8907, unweighted_recall: 0.5147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6546, f_measure: 0.557, kappa: 0.2684, kb_relative_information_score: 0.1999, mean_absolute_error: 0.3404, mean_prior_absolute_error: 0.4101, weighted_recall: 0.626, number_of_instances: 3190, precision: 0.7813, predictive_accuracy: 0.626, prior_entropy: 1.4802, relative_absolute_error: 0.83, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4137, root_relative_squared_error: 0.9137, unweighted_recall: 0.4821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9297, kappa: 0.8858, kb_relative_information_score: 0.8528, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9295, number_of_instances: 3190, precision: 0.93, predictive_accuracy: 0.9295, prior_entropy: 1.4802, relative_absolute_error: 0.176, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4283, unweighted_recall: 0.9249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9634, kappa: 0.9405, kb_relative_information_score: 0.9138, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9633, number_of_instances: 3190, precision: 0.9635, predictive_accuracy: 0.9633, prior_entropy: 1.4802, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.3153, unweighted_recall: 0.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.9181, kappa: 0.8668, kb_relative_information_score: 0.8729, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9181, predictive_accuracy: 0.9182, prior_entropy: 1.4802, recall: 0.9182, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.5158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.9603, kappa: 0.9356, kb_relative_information_score: 0.94, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9607, predictive_accuracy: 0.9602, prior_entropy: 1.4802, recall: 0.9602, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.96, kappa: 0.9351, kb_relative_information_score: 0.924, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9605, predictive_accuracy: 0.9599, prior_entropy: 1.4802, recall: 0.9599, relative_absolute_error: 0.0912, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.3271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9641, kappa: 0.9417, kb_relative_information_score: 0.9413, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9645, predictive_accuracy: 0.9639, prior_entropy: 1.4802, recall: 0.9639, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.3149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9531, kappa: 0.9238, kb_relative_information_score: 0.9241, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9533, predictive_accuracy: 0.953, prior_entropy: 1.4802, recall: 0.953, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.3576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.949, kappa: 0.9171, kb_relative_information_score: 0.9213, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.949, predictive_accuracy: 0.9489, prior_entropy: 1.4802, recall: 0.9489, relative_absolute_error: 0.0831, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.4076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9373, kappa: 0.8981, kb_relative_information_score: 0.7256, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9374, predictive_accuracy: 0.9373, prior_entropy: 1.4802, recall: 0.9373, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.223, root_relative_squared_error: 0.4925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9556, kappa: 0.9279, kb_relative_information_score: 0.9302, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9559, predictive_accuracy: 0.9555, prior_entropy: 1.4802, recall: 0.9555, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9556, kappa: 0.9279, kb_relative_information_score: 0.9302, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9559, predictive_accuracy: 0.9555, prior_entropy: 1.4802, recall: 0.9555, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9556, kappa: 0.9279, kb_relative_information_score: 0.9302, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9559, predictive_accuracy: 0.9555, prior_entropy: 1.4802, recall: 0.9555, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9641, kappa: 0.9417, kb_relative_information_score: 0.9164, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9645, predictive_accuracy: 0.9639, prior_entropy: 1.4802, recall: 0.9639, relative_absolute_error: 0.1054, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.3042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9556, kappa: 0.9279, kb_relative_information_score: 0.9302, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9559, predictive_accuracy: 0.9555, prior_entropy: 1.4802, recall: 0.9555, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9571, kappa: 0.9304, kb_relative_information_score: 0.9312, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9573, predictive_accuracy: 0.9571, prior_entropy: 1.4802, recall: 0.9571, relative_absolute_error: 0.0769, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1512, root_relative_squared_error: 0.3338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.7859, kappa: 0.6774, kb_relative_information_score: 0.6152, mean_absolute_error: 0.1935, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.8365, predictive_accuracy: 0.7862, prior_entropy: 1.4802, recall: 0.7862, relative_absolute_error: 0.4718, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.6803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9299, kappa: 0.8861, kb_relative_information_score: 0.8912, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.93, predictive_accuracy: 0.9298, prior_entropy: 1.4802, recall: 0.9298, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.4784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.942, kappa: 0.9057, kb_relative_information_score: 0.7618, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.942, predictive_accuracy: 0.942, prior_entropy: 1.4802, recall: 0.942, relative_absolute_error: 0.3073, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.4587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9641, kappa: 0.9417, kb_relative_information_score: 0.9164, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9645, predictive_accuracy: 0.9639, prior_entropy: 1.4802, recall: 0.9639, relative_absolute_error: 0.1054, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.3042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9556, kappa: 0.9279, kb_relative_information_score: 0.9302, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9559, predictive_accuracy: 0.9555, prior_entropy: 1.4802, recall: 0.9555, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9299, kappa: 0.8861, kb_relative_information_score: 0.8912, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.93, predictive_accuracy: 0.9298, prior_entropy: 1.4802, recall: 0.9298, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.4784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9556, kappa: 0.9279, kb_relative_information_score: 0.9302, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9559, predictive_accuracy: 0.9555, prior_entropy: 1.4802, recall: 0.9555, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.942, kappa: 0.9057, kb_relative_information_score: 0.7618, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.942, predictive_accuracy: 0.942, prior_entropy: 1.4802, recall: 0.942, relative_absolute_error: 0.3073, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.4587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9571, kappa: 0.9304, kb_relative_information_score: 0.9312, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9573, predictive_accuracy: 0.9571, prior_entropy: 1.4802, recall: 0.9571, relative_absolute_error: 0.0769, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1512, root_relative_squared_error: 0.3338,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs