OpenML
Supervised Classification on banknote-authentication

Supervised Classification on banknote-authentication

Task 10093 Supervised Classification banknote-authentication 91907 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8368, f_measure: 0.7354, kappa: 0.4739, kb_relative_information_score: 0.4009, mean_absolute_error: 0.3026, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7515, number_of_instances: 1372, precision: 0.7872, predictive_accuracy: 0.7515, prior_entropy: 0.9911, relative_absolute_error: 0.6127, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3914, root_relative_squared_error: 0.7876, unweighted_recall: 0.7267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9752, kappa: 0.9497, kb_relative_information_score: 0.9569, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9752, number_of_instances: 1372, precision: 0.9753, predictive_accuracy: 0.9752, prior_entropy: 0.9911, relative_absolute_error: 0.043, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.2666, unweighted_recall: 0.9741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9752, kappa: 0.9498, kb_relative_information_score: 0.9437, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9752, number_of_instances: 1372, precision: 0.9752, predictive_accuracy: 0.9752, prior_entropy: 0.9911, relative_absolute_error: 0.0568, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.147, root_relative_squared_error: 0.2959, unweighted_recall: 0.9744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9066, kappa: 0.8108, kb_relative_information_score: 0.7786, mean_absolute_error: 0.1127, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9067, number_of_instances: 1372, precision: 0.9066, predictive_accuracy: 0.9067, prior_entropy: 0.9911, relative_absolute_error: 0.2282, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.5013, unweighted_recall: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9258, kappa: 0.85, kb_relative_information_score: 0.8164, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9257, number_of_instances: 1372, precision: 0.9264, predictive_accuracy: 0.9257, prior_entropy: 0.9911, relative_absolute_error: 0.1911, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.4558, unweighted_recall: 0.9265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6572, f_measure: 0.5619, kappa: 0.1768, kb_relative_information_score: 0.136, mean_absolute_error: 0.4288, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6217, number_of_instances: 1372, precision: 0.6662, predictive_accuracy: 0.6217, prior_entropy: 0.9911, relative_absolute_error: 0.8683, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4628, root_relative_squared_error: 0.9313, unweighted_recall: 0.5823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9168, kappa: 0.8314, kb_relative_information_score: 0.7727, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9169, number_of_instances: 1372, precision: 0.9169, predictive_accuracy: 0.9169, prior_entropy: 0.9911, relative_absolute_error: 0.2392, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.502, unweighted_recall: 0.9149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.957, kappa: 0.913, kb_relative_information_score: 0.8972, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.4939, weighted_recall: 0.957, number_of_instances: 1372, precision: 0.9571, predictive_accuracy: 0.957, prior_entropy: 0.9911, relative_absolute_error: 0.1052, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3725, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9258, kappa: 0.85, kb_relative_information_score: 0.8351, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9257, number_of_instances: 1372, precision: 0.9264, predictive_accuracy: 0.9257, prior_entropy: 0.9911, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.4614, unweighted_recall: 0.9265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9818, kappa: 0.9631, kb_relative_information_score: 0.9581, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9818, number_of_instances: 1372, precision: 0.9818, predictive_accuracy: 0.9818, prior_entropy: 0.9911, relative_absolute_error: 0.0425, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1212, root_relative_squared_error: 0.2439, unweighted_recall: 0.9816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9273, kappa: 0.8532, kb_relative_information_score: 0.8004, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9271, number_of_instances: 1372, precision: 0.9284, predictive_accuracy: 0.9271, prior_entropy: 0.9911, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.23, root_relative_squared_error: 0.4628, unweighted_recall: 0.9288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6253, f_measure: 0.5613, kappa: 0.1969, kb_relative_information_score: 0.1257, mean_absolute_error: 0.4367, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6341, number_of_instances: 1372, precision: 0.735, predictive_accuracy: 0.6341, prior_entropy: 0.9911, relative_absolute_error: 0.8843, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4684, root_relative_squared_error: 0.9427, unweighted_recall: 0.5908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7219, kappa: 0.4432, kb_relative_information_score: 0.372, mean_absolute_error: 0.314, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7354, number_of_instances: 1372, precision: 0.7565, predictive_accuracy: 0.7354, prior_entropy: 0.9911, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.8022, unweighted_recall: 0.7133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9512, kappa: 0.9012, kb_relative_information_score: 0.8868, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9512, number_of_instances: 1372, precision: 0.9512, predictive_accuracy: 0.9512, prior_entropy: 0.9911, relative_absolute_error: 0.1166, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.3659, unweighted_recall: 0.9508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9365, kappa: 0.8713, kb_relative_information_score: 0.8358, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9366, number_of_instances: 1372, precision: 0.9366, predictive_accuracy: 0.9366, prior_entropy: 0.9911, relative_absolute_error: 0.1723, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4228, unweighted_recall: 0.9347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9672, kappa: 0.9335, kb_relative_information_score: 0.9304, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9672, number_of_instances: 1372, precision: 0.9673, predictive_accuracy: 0.9672, prior_entropy: 0.9911, relative_absolute_error: 0.0696, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3461, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9862, kappa: 0.972, kb_relative_information_score: 0.9596, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9862, number_of_instances: 1372, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.9911, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.2333, unweighted_recall: 0.9866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9562, kappa: 0.9112, kb_relative_information_score: 0.8957, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9563, number_of_instances: 1372, precision: 0.9564, predictive_accuracy: 0.9563, prior_entropy: 0.9911, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3495, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9701, kappa: 0.9395, kb_relative_information_score: 0.9348, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9701, number_of_instances: 1372, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9911, relative_absolute_error: 0.0662, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.3077, unweighted_recall: 0.9697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9475, kappa: 0.8938, kb_relative_information_score: 0.8626, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9475, number_of_instances: 1372, precision: 0.9475, predictive_accuracy: 0.9475, prior_entropy: 0.9911, relative_absolute_error: 0.1433, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.405, unweighted_recall: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9556, kappa: 0.9104, kb_relative_information_score: 0.8748, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9555, number_of_instances: 1372, precision: 0.9566, predictive_accuracy: 0.9555, prior_entropy: 0.9911, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.3931, unweighted_recall: 0.9574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.8378, kappa: 0.6706, kb_relative_information_score: 0.5539, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8397, number_of_instances: 1372, precision: 0.8432, predictive_accuracy: 0.8397, prior_entropy: 0.9911, relative_absolute_error: 0.4698, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3426, root_relative_squared_error: 0.6895, unweighted_recall: 0.8305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9621, kappa: 0.9234, kb_relative_information_score: 0.9056, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9621, number_of_instances: 1372, precision: 0.9623, predictive_accuracy: 0.9621, prior_entropy: 0.9911, relative_absolute_error: 0.0973, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.35, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9694, kappa: 0.9382, kb_relative_information_score: 0.9152, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9694, number_of_instances: 1372, precision: 0.9697, predictive_accuracy: 0.9694, prior_entropy: 0.9911, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1544, root_relative_squared_error: 0.3108, unweighted_recall: 0.9702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9745, kappa: 0.9483, kb_relative_information_score: 0.9414, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9745, number_of_instances: 1372, precision: 0.9745, predictive_accuracy: 0.9745, prior_entropy: 0.9911, relative_absolute_error: 0.0605, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.289, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9389, kappa: 0.8766, kb_relative_information_score: 0.8381, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9388, number_of_instances: 1372, precision: 0.9398, predictive_accuracy: 0.9388, prior_entropy: 0.9911, relative_absolute_error: 0.1714, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.4187, unweighted_recall: 0.9403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.601, f_measure: 0.5708, kappa: 0.1895, kb_relative_information_score: 0.098, mean_absolute_error: 0.4512, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6268, number_of_instances: 1372, precision: 0.6702, predictive_accuracy: 0.6268, prior_entropy: 0.9911, relative_absolute_error: 0.9136, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4758, root_relative_squared_error: 0.9574, unweighted_recall: 0.5883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9694, kappa: 0.9381, kb_relative_information_score: 0.9132, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9694, number_of_instances: 1372, precision: 0.9695, predictive_accuracy: 0.9694, prior_entropy: 0.9911, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.3323, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8772, kappa: 0.7538, kb_relative_information_score: 0.677, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8768, number_of_instances: 1372, precision: 0.8834, predictive_accuracy: 0.8768, prior_entropy: 0.9911, relative_absolute_error: 0.3353, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.5853, unweighted_recall: 0.8817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9774, kappa: 0.9542, kb_relative_information_score: 0.9538, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9774, number_of_instances: 1372, precision: 0.9774, predictive_accuracy: 0.9774, prior_entropy: 0.9911, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1382, root_relative_squared_error: 0.2781, unweighted_recall: 0.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 0.9748, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9876, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9911, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.224, unweighted_recall: 0.9874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9153, kappa: 0.8281, kb_relative_information_score: 0.7955, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9155, number_of_instances: 1372, precision: 0.9156, predictive_accuracy: 0.9155, prior_entropy: 0.9911, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.4704, unweighted_recall: 0.9124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.8249, kappa: 0.6614, kb_relative_information_score: 0.5546, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8265, number_of_instances: 1372, precision: 0.8712, predictive_accuracy: 0.8265, prior_entropy: 0.9911, relative_absolute_error: 0.4585, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6798, unweighted_recall: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.8723, kappa: 0.741, kb_relative_information_score: 0.6782, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8724, number_of_instances: 1372, precision: 0.8723, predictive_accuracy: 0.8724, prior_entropy: 0.9911, relative_absolute_error: 0.3325, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.5912, unweighted_recall: 0.8695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9352, kappa: 0.8689, kb_relative_information_score: 0.8151, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9351, number_of_instances: 1372, precision: 0.9354, predictive_accuracy: 0.9351, prior_entropy: 0.9911, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.4475, unweighted_recall: 0.9352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9498, kappa: 0.8986, kb_relative_information_score: 0.8539, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9497, number_of_instances: 1372, precision: 0.9508, predictive_accuracy: 0.9497, prior_entropy: 0.9911, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.3976, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9548, kappa: 0.9085, kb_relative_information_score: 0.8635, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9548, number_of_instances: 1372, precision: 0.9548, predictive_accuracy: 0.9548, prior_entropy: 0.9911, relative_absolute_error: 0.144, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.396, unweighted_recall: 0.9542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9533, kappa: 0.9055, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9534, number_of_instances: 1372, precision: 0.9533, predictive_accuracy: 0.9534, prior_entropy: 0.9911, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.3946, unweighted_recall: 0.9526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7212, f_measure: 0.664, kappa: 0.4045, kb_relative_information_score: 0.2724, mean_absolute_error: 0.3605, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6851, number_of_instances: 1372, precision: 0.8157, predictive_accuracy: 0.6851, prior_entropy: 0.9911, relative_absolute_error: 0.73, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4247, root_relative_squared_error: 0.8547, unweighted_recall: 0.7165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.973, kappa: 0.9454, kb_relative_information_score: 0.9373, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.4939, weighted_recall: 0.973, number_of_instances: 1372, precision: 0.9731, predictive_accuracy: 0.973, prior_entropy: 0.9911, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.2892, unweighted_recall: 0.9729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9716, kappa: 0.9424, kb_relative_information_score: 0.9421, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9716, number_of_instances: 1372, precision: 0.9716, predictive_accuracy: 0.9716, prior_entropy: 0.9911, relative_absolute_error: 0.0579, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3295, unweighted_recall: 0.9711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9461, f_measure: 0.8803, kappa: 0.7572, kb_relative_information_score: 0.6716, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8805, number_of_instances: 1372, precision: 0.8804, predictive_accuracy: 0.8805, prior_entropy: 0.9911, relative_absolute_error: 0.3459, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.5908, unweighted_recall: 0.8775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9628, kappa: 0.9246, kb_relative_information_score: 0.913, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9628, number_of_instances: 1372, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9911, relative_absolute_error: 0.0884, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.177, root_relative_squared_error: 0.3563, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7025, f_measure: 0.6791, kappa: 0.353, kb_relative_information_score: 0.2025, mean_absolute_error: 0.4044, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6902, number_of_instances: 1372, precision: 0.6958, predictive_accuracy: 0.6902, prior_entropy: 0.9911, relative_absolute_error: 0.8189, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.452, root_relative_squared_error: 0.9096, unweighted_recall: 0.6711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9562, kappa: 0.9114, kb_relative_information_score: 0.9038, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9563, number_of_instances: 1372, precision: 0.9563, predictive_accuracy: 0.9563, prior_entropy: 0.9911, relative_absolute_error: 0.0979, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.3594, unweighted_recall: 0.9552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9854, kappa: 0.9705, kb_relative_information_score: 0.9679, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9854, number_of_instances: 1372, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.9911, relative_absolute_error: 0.0324, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1169, root_relative_squared_error: 0.2353, unweighted_recall: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, kb_relative_information_score: 0, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, weighted_recall: 0.5554, number_of_instances: 1372, predictive_accuracy: 0.5554, prior_entropy: 0.9911, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9636, kappa: 0.9263, kb_relative_information_score: 0.9184, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9636, number_of_instances: 1372, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 0.9911, relative_absolute_error: 0.0842, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.3221, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9279, kappa: 0.8544, kb_relative_information_score: 0.8201, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9278, number_of_instances: 1372, precision: 0.9285, predictive_accuracy: 0.9278, prior_entropy: 0.9911, relative_absolute_error: 0.1874, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.4516, unweighted_recall: 0.9287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.8356, kappa: 0.6679, kb_relative_information_score: 0.5542, mean_absolute_error: 0.2304, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8353, number_of_instances: 1372, precision: 0.8365, predictive_accuracy: 0.8353, prior_entropy: 0.9911, relative_absolute_error: 0.4664, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6875, unweighted_recall: 0.8354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 0.5415, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8528, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9911, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, unweighted_recall: 0.8547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.8377, kappa: 0.6706, kb_relative_information_score: 0.628, mean_absolute_error: 0.1896, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8382, number_of_instances: 1372, precision: 0.8381, predictive_accuracy: 0.8382, prior_entropy: 0.9911, relative_absolute_error: 0.3839, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.6523, unweighted_recall: 0.8336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9745, kappa: 0.9486, kb_relative_information_score: 0.6167, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9745, number_of_instances: 1372, precision: 0.9753, predictive_accuracy: 0.9745, prior_entropy: 0.9911, relative_absolute_error: 0.4486, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.5053, unweighted_recall: 0.9764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9745, kappa: 0.9486, kb_relative_information_score: 0.6167, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9745, number_of_instances: 1372, precision: 0.9753, predictive_accuracy: 0.9745, prior_entropy: 0.9911, relative_absolute_error: 0.4486, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.5053, unweighted_recall: 0.9764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9745, kappa: 0.9486, kb_relative_information_score: 0.6167, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9745, number_of_instances: 1372, precision: 0.9753, predictive_accuracy: 0.9745, prior_entropy: 0.9911, relative_absolute_error: 0.4486, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.5053, unweighted_recall: 0.9764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9862, kappa: 0.972, kb_relative_information_score: 0.9718, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9862, number_of_instances: 1372, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.9911, relative_absolute_error: 0.028, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.2368, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7049, f_measure: 0.6521, kappa: 0.3176, kb_relative_information_score: 0.2219, mean_absolute_error: 0.3885, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6531, number_of_instances: 1372, precision: 0.6742, predictive_accuracy: 0.6531, prior_entropy: 0.9911, relative_absolute_error: 0.7866, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4657, root_relative_squared_error: 0.9372, unweighted_recall: 0.6635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 0.9748, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9876, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9911, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.224, unweighted_recall: 0.9877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9869, kappa: 0.9734, kb_relative_information_score: 0.9733, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9869, number_of_instances: 1372, precision: 0.9872, predictive_accuracy: 0.9869, prior_entropy: 0.9911, relative_absolute_error: 0.0266, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.2305, unweighted_recall: 0.9852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 0.9592, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0491, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.1536, unweighted_recall: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9516, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.4939, weighted_recall: 1, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9911, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.1423, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9694, kappa: 0.9381, kb_relative_information_score: 0.6467, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9694, number_of_instances: 1372, precision: 0.9695, predictive_accuracy: 0.9694, prior_entropy: 0.9911, relative_absolute_error: 0.4053, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.5042, unweighted_recall: 0.9698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9891, kappa: 0.9778, kb_relative_information_score: 0.9777, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9891, number_of_instances: 1372, precision: 0.9892, predictive_accuracy: 0.9891, prior_entropy: 0.9911, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1046, root_relative_squared_error: 0.2104, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9786, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0578, root_relative_squared_error: 0.1162, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.992, kappa: 0.9838, kb_relative_information_score: 0.965, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.4939, weighted_recall: 0.992, number_of_instances: 1372, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 0.9911, relative_absolute_error: 0.0401, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.1612, unweighted_recall: 0.9921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 0.9889, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9985, number_of_instances: 1372, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9911, relative_absolute_error: 0.0137, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0374, root_relative_squared_error: 0.0753, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.98, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0241, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.1069, unweighted_recall: 0.9975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 0.9897, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9993, number_of_instances: 1372, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9911, relative_absolute_error: 0.013, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0315, root_relative_squared_error: 0.0634, unweighted_recall: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9799, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0551, root_relative_squared_error: 0.1108, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9876, kappa: 0.9748, kb_relative_information_score: 0.9748, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9876, number_of_instances: 1372, precision: 0.9878, predictive_accuracy: 0.9876, prior_entropy: 0.9911, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.224, unweighted_recall: 0.9862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9913, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9911, relative_absolute_error: 0.0443, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.1699, unweighted_recall: 0.9913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9553, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0561, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.1419, unweighted_recall: 0.9977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9709, kappa: 0.9411, kb_relative_information_score: 0.6673, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9708, number_of_instances: 1372, precision: 0.9712, predictive_accuracy: 0.9708, prior_entropy: 0.9911, relative_absolute_error: 0.3814, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.4897, unweighted_recall: 0.9718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 0.9866, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9934, number_of_instances: 1372, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 0.9911, relative_absolute_error: 0.0133, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.081, root_relative_squared_error: 0.163, unweighted_recall: 0.9928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.98, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0233, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0597, root_relative_squared_error: 0.1202, unweighted_recall: 0.9967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9898, kappa: 0.9793, kb_relative_information_score: 0.9607, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9898, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9911, relative_absolute_error: 0.0452, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.1733, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9898, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.4939, weighted_recall: 1, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9911, relative_absolute_error: 0.013, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0293, root_relative_squared_error: 0.0589, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.977, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0279, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.058, root_relative_squared_error: 0.1167, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_prior_absolute_error: 0.4939, weighted_recall: 1, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9911, root_mean_prior_squared_error: 0.4969, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9869, kappa: 0.9735, kb_relative_information_score: 0.9733, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9869, number_of_instances: 1372, precision: 0.9869, predictive_accuracy: 0.9869, prior_entropy: 0.9911, relative_absolute_error: 0.0266, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.2305, unweighted_recall: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 0.9793, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.1252, unweighted_recall: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9927, kappa: 0.9852, kb_relative_information_score: 0.9621, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9927, number_of_instances: 1372, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 0.9911, relative_absolute_error: 0.044, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.1623, unweighted_recall: 0.9926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_prior_absolute_error: 0.4939, weighted_recall: 1, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9911, root_mean_prior_squared_error: 0.4969, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9869, kappa: 0.9735, kb_relative_information_score: 0.9733, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9869, number_of_instances: 1372, precision: 0.9869, predictive_accuracy: 0.9869, prior_entropy: 0.9911, relative_absolute_error: 0.0266, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.2305, unweighted_recall: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 0.9792, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0245, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0623, root_relative_squared_error: 0.1255, unweighted_recall: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 0.9601, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9913, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9911, relative_absolute_error: 0.0458, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0871, root_relative_squared_error: 0.1754, unweighted_recall: 0.9915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 0.9622, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9876, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9911, relative_absolute_error: 0.0421, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.1756, unweighted_recall: 0.9877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_prior_absolute_error: 0.4939, weighted_recall: 1, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9911, root_mean_prior_squared_error: 0.4969, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9869, kappa: 0.9735, kb_relative_information_score: 0.9733, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9869, number_of_instances: 1372, precision: 0.9869, predictive_accuracy: 0.9869, prior_entropy: 0.9911, relative_absolute_error: 0.0266, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.2305, unweighted_recall: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 0.9793, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.1252, unweighted_recall: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9703, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9949, number_of_instances: 1372, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 0.9911, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0711, root_relative_squared_error: 0.143, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, kb_relative_information_score: 0, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, weighted_recall: 0.5554, number_of_instances: 1372, predictive_accuracy: 0.5554, prior_entropy: 0.9911, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 0.9852, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9993, number_of_instances: 1372, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9911, relative_absolute_error: 0.018, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.0888, unweighted_recall: 0.9992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 0.9966, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9993, number_of_instances: 1372, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9911, relative_absolute_error: 0.0043, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0166, root_relative_squared_error: 0.0334, unweighted_recall: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9952, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.4939, weighted_recall: 1, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9911, relative_absolute_error: 0.0063, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0165, root_relative_squared_error: 0.0332, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9952, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.4939, weighted_recall: 1, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9911, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0166, root_relative_squared_error: 0.0333, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9869, kappa: 0.9735, kb_relative_information_score: 0.9624, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9869, number_of_instances: 1372, precision: 0.987, predictive_accuracy: 0.9869, prior_entropy: 0.9911, relative_absolute_error: 0.04, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.1893, unweighted_recall: 0.9874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 0.9819, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0535, root_relative_squared_error: 0.1077, unweighted_recall: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 0.9698, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9905, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9911, relative_absolute_error: 0.0331, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.1641, unweighted_recall: 0.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9901, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.4939, weighted_recall: 1, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9911, relative_absolute_error: 0.0128, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0286, root_relative_squared_error: 0.0575, unweighted_recall: 1,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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