OpenML
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 3 Supervised Classification kr-vs-kp 173956 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_218 study_41 study_50 study_7 study_70 study_73 study_98 study_99 under100k under1m
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173956 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9659, kappa: 0.9316, kb_relative_information_score: 0.9153, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.499, weighted_recall: 0.9659, number_of_instances: 3196, precision: 0.966, predictive_accuracy: 0.9659, prior_entropy: 0.9986, relative_absolute_error: 0.0882, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1521, root_relative_squared_error: 0.3044, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9712, kappa: 0.9423, kb_relative_information_score: 0.9281, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.499, weighted_recall: 0.9712, number_of_instances: 3196, precision: 0.9712, predictive_accuracy: 0.9712, prior_entropy: 0.9986, relative_absolute_error: 0.0748, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1407, root_relative_squared_error: 0.2816, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9769, kappa: 0.9536, kb_relative_information_score: 0.9415, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.499, weighted_recall: 0.9768, number_of_instances: 3196, precision: 0.9769, predictive_accuracy: 0.9768, prior_entropy: 0.9986, relative_absolute_error: 0.0606, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.2537, unweighted_recall: 0.9771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 0.9297, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.499, weighted_recall: 0.9687, number_of_instances: 3196, precision: 0.9688, predictive_accuracy: 0.9687, prior_entropy: 0.9986, relative_absolute_error: 0.0727, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1387, root_relative_squared_error: 0.2777, unweighted_recall: 0.9688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9837, kappa: 0.9674, kb_relative_information_score: 0.9598, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.499, weighted_recall: 0.9837, number_of_instances: 3196, precision: 0.9837, predictive_accuracy: 0.9837, prior_entropy: 0.9986, relative_absolute_error: 0.0415, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.108, root_relative_squared_error: 0.2162, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9709, kappa: 0.9417, kb_relative_information_score: 0.9324, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.499, weighted_recall: 0.9709, number_of_instances: 3196, precision: 0.9709, predictive_accuracy: 0.9709, prior_entropy: 0.9986, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1403, root_relative_squared_error: 0.2809, unweighted_recall: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9878, kappa: 0.9755, kb_relative_information_score: 0.971, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.499, weighted_recall: 0.9878, number_of_instances: 3196, precision: 0.9878, predictive_accuracy: 0.9878, prior_entropy: 0.9986, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.1924, unweighted_recall: 0.9876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9903, kappa: 0.9806, kb_relative_information_score: 0.9752, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.499, weighted_recall: 0.9903, number_of_instances: 3196, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 0.9986, relative_absolute_error: 0.0257, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.1736, unweighted_recall: 0.9902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9753, kappa: 0.9505, kb_relative_information_score: 0.9355, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.499, weighted_recall: 0.9753, number_of_instances: 3196, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 0.9986, relative_absolute_error: 0.0672, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.133, root_relative_squared_error: 0.2663, unweighted_recall: 0.9753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.954, kappa: 0.9077, kb_relative_information_score: 0.8869, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.499, weighted_recall: 0.954, number_of_instances: 3196, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 0.9986, relative_absolute_error: 0.1164, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.3627, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9793, kappa: 0.9586, kb_relative_information_score: 0.9538, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.499, weighted_recall: 0.9793, number_of_instances: 3196, precision: 0.9794, predictive_accuracy: 0.9793, prior_entropy: 0.9986, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.2352, unweighted_recall: 0.9792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9696, kappa: 0.9392, kb_relative_information_score: 0.9273, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.499, weighted_recall: 0.9696, number_of_instances: 3196, precision: 0.9697, predictive_accuracy: 0.9696, prior_entropy: 0.9986, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.2805, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9725, kappa: 0.9448, kb_relative_information_score: 0.9331, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.499, weighted_recall: 0.9725, number_of_instances: 3196, precision: 0.9725, predictive_accuracy: 0.9725, prior_entropy: 0.9986, relative_absolute_error: 0.0696, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.2737, unweighted_recall: 0.9726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9643, kappa: 0.9285, kb_relative_information_score: 0.9209, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.499, weighted_recall: 0.9643, number_of_instances: 3196, precision: 0.9643, predictive_accuracy: 0.9643, prior_entropy: 0.9986, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.15, root_relative_squared_error: 0.3004, unweighted_recall: 0.9643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9772, kappa: 0.9543, kb_relative_information_score: 0.937, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.499, weighted_recall: 0.9772, number_of_instances: 3196, precision: 0.9773, predictive_accuracy: 0.9772, prior_entropy: 0.9986, relative_absolute_error: 0.0662, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.132, root_relative_squared_error: 0.2644, unweighted_recall: 0.9775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.97, kappa: 0.9398, kb_relative_information_score: 0.9287, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.499, weighted_recall: 0.97, number_of_instances: 3196, precision: 0.97, predictive_accuracy: 0.97, prior_entropy: 0.9986, relative_absolute_error: 0.0737, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.2842, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9546, kappa: 0.9091, kb_relative_information_score: 0.8973, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.499, weighted_recall: 0.9546, number_of_instances: 3196, precision: 0.9546, predictive_accuracy: 0.9546, prior_entropy: 0.9986, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.3414, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.98, kappa: 0.9599, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.499, weighted_recall: 0.98, number_of_instances: 3196, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 0.9986, relative_absolute_error: 0.0486, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.2284, unweighted_recall: 0.9801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9747, kappa: 0.9492, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.499, weighted_recall: 0.9747, number_of_instances: 3196, precision: 0.9747, predictive_accuracy: 0.9747, prior_entropy: 0.9986, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.2625, unweighted_recall: 0.9747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.975, kappa: 0.9498, kb_relative_information_score: 0.9327, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.499, weighted_recall: 0.975, number_of_instances: 3196, precision: 0.975, predictive_accuracy: 0.975, prior_entropy: 0.9986, relative_absolute_error: 0.071, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.2731, unweighted_recall: 0.9749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9759, kappa: 0.9517, kb_relative_information_score: 0.9349, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.499, weighted_recall: 0.9759, number_of_instances: 3196, precision: 0.976, predictive_accuracy: 0.9759, prior_entropy: 0.9986, relative_absolute_error: 0.0681, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1328, root_relative_squared_error: 0.2658, unweighted_recall: 0.9761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9653, kappa: 0.9304, kb_relative_information_score: 0.9227, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.499, weighted_recall: 0.9653, number_of_instances: 3196, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 0.9986, relative_absolute_error: 0.0795, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.288, unweighted_recall: 0.9652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9578, kappa: 0.9154, kb_relative_information_score: 0.8914, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.499, weighted_recall: 0.9578, number_of_instances: 3196, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9986, relative_absolute_error: 0.1131, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3478, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9756, kappa: 0.9511, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.499, weighted_recall: 0.9756, number_of_instances: 3196, precision: 0.9756, predictive_accuracy: 0.9756, prior_entropy: 0.9986, relative_absolute_error: 0.0613, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.2595, unweighted_recall: 0.9757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9859, kappa: 0.9718, kb_relative_information_score: 0.9657, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.499, weighted_recall: 0.9859, number_of_instances: 3196, precision: 0.9859, predictive_accuracy: 0.9859, prior_entropy: 0.9986, relative_absolute_error: 0.0352, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.2059, unweighted_recall: 0.9858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9737, kappa: 0.9473, kb_relative_information_score: 0.9332, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.499, weighted_recall: 0.9737, number_of_instances: 3196, precision: 0.9737, predictive_accuracy: 0.9737, prior_entropy: 0.9986, relative_absolute_error: 0.0695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.2736, unweighted_recall: 0.9738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9706, kappa: 0.941, kb_relative_information_score: 0.9304, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.499, weighted_recall: 0.9706, number_of_instances: 3196, precision: 0.9706, predictive_accuracy: 0.9706, prior_entropy: 0.9986, relative_absolute_error: 0.0715, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.284, unweighted_recall: 0.9703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.964, kappa: 0.9279, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.499, weighted_recall: 0.964, number_of_instances: 3196, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 0.9986, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.3137, unweighted_recall: 0.9638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9631, kappa: 0.926, kb_relative_information_score: 0.9124, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.499, weighted_recall: 0.9631, number_of_instances: 3196, precision: 0.9632, predictive_accuracy: 0.9631, prior_entropy: 0.9986, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1564, root_relative_squared_error: 0.3132, unweighted_recall: 0.9627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 0.9178, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.499, weighted_recall: 0.9662, number_of_instances: 3196, precision: 0.9662, predictive_accuracy: 0.9662, prior_entropy: 0.9986, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1536, root_relative_squared_error: 0.3075, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9912, kappa: 0.9824, kb_relative_information_score: 0.9745, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.499, weighted_recall: 0.9912, number_of_instances: 3196, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 0.9986, relative_absolute_error: 0.0269, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.178, unweighted_recall: 0.9911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9722, kappa: 0.9442, kb_relative_information_score: 0.9279, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.499, weighted_recall: 0.9722, number_of_instances: 3196, precision: 0.9722, predictive_accuracy: 0.9722, prior_entropy: 0.9986, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.2776, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9665, kappa: 0.9329, kb_relative_information_score: 0.9291, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.499, weighted_recall: 0.9665, number_of_instances: 3196, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 0.9986, relative_absolute_error: 0.0722, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.2967, unweighted_recall: 0.9661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9581, kappa: 0.916, kb_relative_information_score: 0.9037, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.499, weighted_recall: 0.9581, number_of_instances: 3196, precision: 0.9581, predictive_accuracy: 0.9581, prior_entropy: 0.9986, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.3292, unweighted_recall: 0.9581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9675, kappa: 0.9348, kb_relative_information_score: 0.9241, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.499, weighted_recall: 0.9675, number_of_instances: 3196, precision: 0.9675, predictive_accuracy: 0.9675, prior_entropy: 0.9986, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1454, root_relative_squared_error: 0.2911, unweighted_recall: 0.9672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9806, kappa: 0.9611, kb_relative_information_score: 0.9532, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.499, weighted_recall: 0.9806, number_of_instances: 3196, precision: 0.9806, predictive_accuracy: 0.9806, prior_entropy: 0.9986, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.232, unweighted_recall: 0.9805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9362, kappa: 0.8721, kb_relative_information_score: 0.8364, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.499, weighted_recall: 0.9362, number_of_instances: 3196, precision: 0.9362, predictive_accuracy: 0.9362, prior_entropy: 0.9986, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.4253, unweighted_recall: 0.9361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9361, kappa: 0.872, kb_relative_information_score: 0.857, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.499, weighted_recall: 0.9362, number_of_instances: 3196, precision: 0.9363, predictive_accuracy: 0.9362, prior_entropy: 0.9986, relative_absolute_error: 0.147, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4061, unweighted_recall: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9844, kappa: 0.9686, kb_relative_information_score: 0.9613, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.499, weighted_recall: 0.9844, number_of_instances: 3196, precision: 0.9844, predictive_accuracy: 0.9844, prior_entropy: 0.9986, relative_absolute_error: 0.0399, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.2196, unweighted_recall: 0.9842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9709, kappa: 0.9417, kb_relative_information_score: 0.9265, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.499, weighted_recall: 0.9709, number_of_instances: 3196, precision: 0.971, predictive_accuracy: 0.9709, prior_entropy: 0.9986, relative_absolute_error: 0.0758, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1506, root_relative_squared_error: 0.3016, unweighted_recall: 0.9706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.97, kappa: 0.9398, kb_relative_information_score: 0.9245, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.499, weighted_recall: 0.97, number_of_instances: 3196, precision: 0.97, predictive_accuracy: 0.97, prior_entropy: 0.9986, relative_absolute_error: 0.0783, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.291, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9884, kappa: 0.9768, kb_relative_information_score: 0.9719, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.499, weighted_recall: 0.9884, number_of_instances: 3196, precision: 0.9885, predictive_accuracy: 0.9884, prior_entropy: 0.9986, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.1871, unweighted_recall: 0.9882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9903, kappa: 0.9806, kb_relative_information_score: 0.9725, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.499, weighted_recall: 0.9903, number_of_instances: 3196, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 0.9986, relative_absolute_error: 0.0292, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.1829, unweighted_recall: 0.9903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9668, kappa: 0.9335, kb_relative_information_score: 0.9182, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.499, weighted_recall: 0.9668, number_of_instances: 3196, precision: 0.9668, predictive_accuracy: 0.9668, prior_entropy: 0.9986, relative_absolute_error: 0.0845, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.152, root_relative_squared_error: 0.3042, unweighted_recall: 0.9667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.965, kappa: 0.9298, kb_relative_information_score: 0.9241, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.499, weighted_recall: 0.965, number_of_instances: 3196, precision: 0.965, predictive_accuracy: 0.965, prior_entropy: 0.9986, relative_absolute_error: 0.0778, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.2932, unweighted_recall: 0.9648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.97, kappa: 0.9398, kb_relative_information_score: 0.9273, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.499, weighted_recall: 0.97, number_of_instances: 3196, precision: 0.97, predictive_accuracy: 0.97, prior_entropy: 0.9986, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.2821, unweighted_recall: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9747, kappa: 0.9492, kb_relative_information_score: 0.9401, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.499, weighted_recall: 0.9747, number_of_instances: 3196, precision: 0.9747, predictive_accuracy: 0.9747, prior_entropy: 0.9986, relative_absolute_error: 0.0616, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1329, root_relative_squared_error: 0.266, unweighted_recall: 0.9748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.8726, kappa: 0.7445, kb_relative_information_score: 0.6968, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.499, weighted_recall: 0.8727, number_of_instances: 3196, precision: 0.8727, predictive_accuracy: 0.8727, prior_entropy: 0.9986, relative_absolute_error: 0.3138, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2858, root_relative_squared_error: 0.5721, unweighted_recall: 0.8719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9737, kappa: 0.9473, kb_relative_information_score: 0.941, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.499, weighted_recall: 0.9737, number_of_instances: 3196, precision: 0.9737, predictive_accuracy: 0.9737, prior_entropy: 0.9986, relative_absolute_error: 0.0608, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.2691, unweighted_recall: 0.9735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9872, kappa: 0.9743, kb_relative_information_score: 0.968, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.499, weighted_recall: 0.9872, number_of_instances: 3196, precision: 0.9872, predictive_accuracy: 0.9872, prior_entropy: 0.9986, relative_absolute_error: 0.0335, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.1977, unweighted_recall: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9712, kappa: 0.9423, kb_relative_information_score: 0.9343, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.499, weighted_recall: 0.9712, number_of_instances: 3196, precision: 0.9713, predictive_accuracy: 0.9712, prior_entropy: 0.9986, relative_absolute_error: 0.0674, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.2907, unweighted_recall: 0.9708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9659, kappa: 0.9316, kb_relative_information_score: 0.9147, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.499, weighted_recall: 0.9659, number_of_instances: 3196, precision: 0.9659, predictive_accuracy: 0.9659, prior_entropy: 0.9986, relative_absolute_error: 0.0884, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.3088, unweighted_recall: 0.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.9432, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.499, weighted_recall: 0.9772, number_of_instances: 3196, precision: 0.9772, predictive_accuracy: 0.9772, prior_entropy: 0.9986, relative_absolute_error: 0.0591, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.2533, unweighted_recall: 0.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9715, kappa: 0.943, kb_relative_information_score: 0.9263, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.499, weighted_recall: 0.9715, number_of_instances: 3196, precision: 0.9715, predictive_accuracy: 0.9715, prior_entropy: 0.9986, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.2856, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9653, kappa: 0.9304, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.499, weighted_recall: 0.9653, number_of_instances: 3196, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 0.9986, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.149, root_relative_squared_error: 0.2983, unweighted_recall: 0.9653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9853, kappa: 0.9705, kb_relative_information_score: 0.964, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.499, weighted_recall: 0.9853, number_of_instances: 3196, precision: 0.9853, predictive_accuracy: 0.9853, prior_entropy: 0.9986, relative_absolute_error: 0.0375, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.2135, unweighted_recall: 0.9851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.9024, kappa: 0.8044, kb_relative_information_score: 0.7425, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.499, weighted_recall: 0.9024, number_of_instances: 3196, precision: 0.9024, predictive_accuracy: 0.9024, prior_entropy: 0.9986, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.531, unweighted_recall: 0.9022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 0.9239, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.499, weighted_recall: 0.9687, number_of_instances: 3196, precision: 0.9688, predictive_accuracy: 0.9687, prior_entropy: 0.9986, relative_absolute_error: 0.0792, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.2875, unweighted_recall: 0.9689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9624, kappa: 0.9247, kb_relative_information_score: 0.9118, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.499, weighted_recall: 0.9625, number_of_instances: 3196, precision: 0.9625, predictive_accuracy: 0.9625, prior_entropy: 0.9986, relative_absolute_error: 0.0913, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.157, root_relative_squared_error: 0.3142, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9678, kappa: 0.9354, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.499, weighted_recall: 0.9678, number_of_instances: 3196, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.9986, relative_absolute_error: 0.0824, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.2975, unweighted_recall: 0.9678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9324, kappa: 0.8646, kb_relative_information_score: 0.8289, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.499, weighted_recall: 0.9324, number_of_instances: 3196, precision: 0.9324, predictive_accuracy: 0.9324, prior_entropy: 0.9986, relative_absolute_error: 0.1796, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.436, unweighted_recall: 0.9324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9715, kappa: 0.9429, kb_relative_information_score: 0.9319, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.499, weighted_recall: 0.9715, number_of_instances: 3196, precision: 0.9716, predictive_accuracy: 0.9715, prior_entropy: 0.9986, relative_absolute_error: 0.0705, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.284, unweighted_recall: 0.9712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9675, kappa: 0.9348, kb_relative_information_score: 0.9258, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.499, weighted_recall: 0.9675, number_of_instances: 3196, precision: 0.9675, predictive_accuracy: 0.9675, prior_entropy: 0.9986, relative_absolute_error: 0.0767, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.2838, unweighted_recall: 0.9674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 0.9753, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.499, weighted_recall: 0.9897, number_of_instances: 3196, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 0.9986, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.1811, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9784, kappa: 0.9567, kb_relative_information_score: 0.9491, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.499, weighted_recall: 0.9784, number_of_instances: 3196, precision: 0.9784, predictive_accuracy: 0.9784, prior_entropy: 0.9986, relative_absolute_error: 0.053, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.2353, unweighted_recall: 0.9784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.97, kappa: 0.9398, kb_relative_information_score: 0.9278, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.499, weighted_recall: 0.97, number_of_instances: 3196, precision: 0.97, predictive_accuracy: 0.97, prior_entropy: 0.9986, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1407, root_relative_squared_error: 0.2818, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9878, kappa: 0.9755, kb_relative_information_score: 0.9729, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.499, weighted_recall: 0.9878, number_of_instances: 3196, precision: 0.9878, predictive_accuracy: 0.9878, prior_entropy: 0.9986, relative_absolute_error: 0.0276, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.1869, unweighted_recall: 0.9875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9693, kappa: 0.9386, kb_relative_information_score: 0.9336, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.499, weighted_recall: 0.9693, number_of_instances: 3196, precision: 0.9693, predictive_accuracy: 0.9693, prior_entropy: 0.9986, relative_absolute_error: 0.0671, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.2946, unweighted_recall: 0.9693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9765, kappa: 0.953, kb_relative_information_score: 0.9362, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.499, weighted_recall: 0.9765, number_of_instances: 3196, precision: 0.9766, predictive_accuracy: 0.9765, prior_entropy: 0.9986, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.2631, unweighted_recall: 0.9768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9916, kappa: 0.9831, kb_relative_information_score: 0.9771, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.499, weighted_recall: 0.9916, number_of_instances: 3196, precision: 0.9916, predictive_accuracy: 0.9916, prior_entropy: 0.9986, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.1707, unweighted_recall: 0.9915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.98, kappa: 0.9599, kb_relative_information_score: 0.9507, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.499, weighted_recall: 0.98, number_of_instances: 3196, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 0.9986, relative_absolute_error: 0.0512, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.2499, unweighted_recall: 0.9799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9578, kappa: 0.9153, kb_relative_information_score: 0.9073, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.499, weighted_recall: 0.9578, number_of_instances: 3196, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9986, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3549, unweighted_recall: 0.9576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9797, kappa: 0.9592, kb_relative_information_score: 0.951, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.499, weighted_recall: 0.9797, number_of_instances: 3196, precision: 0.9797, predictive_accuracy: 0.9797, prior_entropy: 0.9986, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.2369, unweighted_recall: 0.9796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9565, kappa: 0.9128, kb_relative_information_score: 0.9007, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.499, weighted_recall: 0.9565, number_of_instances: 3196, precision: 0.9565, predictive_accuracy: 0.9565, prior_entropy: 0.9986, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.3418, unweighted_recall: 0.9564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9894, kappa: 0.9787, kb_relative_information_score: 0.9695, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.499, weighted_recall: 0.9894, number_of_instances: 3196, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 0.9986, relative_absolute_error: 0.0322, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.1952, unweighted_recall: 0.9894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9794, kappa: 0.9586, kb_relative_information_score: 0.9498, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.499, weighted_recall: 0.9793, number_of_instances: 3196, precision: 0.9794, predictive_accuracy: 0.9793, prior_entropy: 0.9986, relative_absolute_error: 0.0516, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1203, root_relative_squared_error: 0.2409, unweighted_recall: 0.9794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9787, kappa: 0.9574, kb_relative_information_score: 0.9483, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.499, weighted_recall: 0.9787, number_of_instances: 3196, precision: 0.9787, predictive_accuracy: 0.9787, prior_entropy: 0.9986, relative_absolute_error: 0.0537, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.2401, unweighted_recall: 0.9787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9161, kappa: 0.832, kb_relative_information_score: 0.7807, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.499, weighted_recall: 0.9161, number_of_instances: 3196, precision: 0.9161, predictive_accuracy: 0.9161, prior_entropy: 0.9986, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.488, unweighted_recall: 0.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9712, kappa: 0.9423, kb_relative_information_score: 0.9362, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.499, weighted_recall: 0.9712, number_of_instances: 3196, precision: 0.9712, predictive_accuracy: 0.9712, prior_entropy: 0.9986, relative_absolute_error: 0.0654, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.273, unweighted_recall: 0.9712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9906, kappa: 0.9812, kb_relative_information_score: 0.9734, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.499, weighted_recall: 0.9906, number_of_instances: 3196, precision: 0.9906, predictive_accuracy: 0.9906, prior_entropy: 0.9986, relative_absolute_error: 0.0281, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.1834, unweighted_recall: 0.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9678, kappa: 0.9354, kb_relative_information_score: 0.9204, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.499, weighted_recall: 0.9678, number_of_instances: 3196, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.9986, relative_absolute_error: 0.0823, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.3078, unweighted_recall: 0.9677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9837, kappa: 0.9674, kb_relative_information_score: 0.9602, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.499, weighted_recall: 0.9837, number_of_instances: 3196, precision: 0.9837, predictive_accuracy: 0.9837, prior_entropy: 0.9986, relative_absolute_error: 0.0414, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.2213, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9653, kappa: 0.9304, kb_relative_information_score: 0.9111, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.499, weighted_recall: 0.9653, number_of_instances: 3196, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 0.9986, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.3115, unweighted_recall: 0.9652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9765, kappa: 0.953, kb_relative_information_score: 0.9456, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.499, weighted_recall: 0.9765, number_of_instances: 3196, precision: 0.9765, predictive_accuracy: 0.9765, prior_entropy: 0.9986, relative_absolute_error: 0.0563, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.2492, unweighted_recall: 0.9764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9756, kappa: 0.9511, kb_relative_information_score: 0.9405, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.499, weighted_recall: 0.9756, number_of_instances: 3196, precision: 0.9756, predictive_accuracy: 0.9756, prior_entropy: 0.9986, relative_absolute_error: 0.0615, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.2587, unweighted_recall: 0.9755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9781, kappa: 0.9561, kb_relative_information_score: 0.9427, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.499, weighted_recall: 0.9781, number_of_instances: 3196, precision: 0.9781, predictive_accuracy: 0.9781, prior_entropy: 0.9986, relative_absolute_error: 0.0597, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.2532, unweighted_recall: 0.9782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9966, kappa: 0.9931, kb_relative_information_score: 0.9931, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.499, weighted_recall: 0.9966, number_of_instances: 3196, precision: 0.9966, predictive_accuracy: 0.9966, prior_entropy: 0.9986, relative_absolute_error: 0.0069, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0587, root_relative_squared_error: 0.1174, unweighted_recall: 0.9965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9656, kappa: 0.931, kb_relative_information_score: 0.9199, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.499, weighted_recall: 0.9656, number_of_instances: 3196, precision: 0.9656, predictive_accuracy: 0.9656, prior_entropy: 0.9986, relative_absolute_error: 0.0834, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.304, unweighted_recall: 0.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9753, kappa: 0.9505, kb_relative_information_score: 0.9387, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.499, weighted_recall: 0.9753, number_of_instances: 3196, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 0.9986, relative_absolute_error: 0.0632, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.2591, unweighted_recall: 0.9753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.98, kappa: 0.9599, kb_relative_information_score: 0.9572, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.499, weighted_recall: 0.98, number_of_instances: 3196, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 0.9986, relative_absolute_error: 0.0428, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.2535, unweighted_recall: 0.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9859, kappa: 0.9718, kb_relative_information_score: 0.9741, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.499, weighted_recall: 0.9859, number_of_instances: 3196, precision: 0.9859, predictive_accuracy: 0.9859, prior_entropy: 0.9986, relative_absolute_error: 0.0259, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1, root_relative_squared_error: 0.2002, unweighted_recall: 0.9858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9383, kappa: 0.8764, kb_relative_information_score: 0.8515, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.499, weighted_recall: 0.9384, number_of_instances: 3196, precision: 0.9384, predictive_accuracy: 0.9384, prior_entropy: 0.9986, relative_absolute_error: 0.154, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4008, unweighted_recall: 0.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 0.9746, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.499, weighted_recall: 0.9897, number_of_instances: 3196, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 0.9986, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.1827, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9221, kappa: 0.8439, kb_relative_information_score: 0.7975, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.499, weighted_recall: 0.9221, number_of_instances: 3196, precision: 0.9221, predictive_accuracy: 0.9221, prior_entropy: 0.9986, relative_absolute_error: 0.2112, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.4761, unweighted_recall: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.974, kappa: 0.9479, kb_relative_information_score: 0.934, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.499, weighted_recall: 0.974, number_of_instances: 3196, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 0.9986, relative_absolute_error: 0.0689, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.2685, unweighted_recall: 0.9739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9872, kappa: 0.9743, kb_relative_information_score: 0.969, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.499, weighted_recall: 0.9872, number_of_instances: 3196, precision: 0.9872, predictive_accuracy: 0.9872, prior_entropy: 0.9986, relative_absolute_error: 0.0321, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0969, root_relative_squared_error: 0.194, unweighted_recall: 0.9869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9759, kappa: 0.9517, kb_relative_information_score: 0.9365, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.499, weighted_recall: 0.9759, number_of_instances: 3196, precision: 0.9759, predictive_accuracy: 0.9759, prior_entropy: 0.9986, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.2688, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9718, kappa: 0.9436, kb_relative_information_score: 0.9282, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.499, weighted_recall: 0.9718, number_of_instances: 3196, precision: 0.9718, predictive_accuracy: 0.9718, prior_entropy: 0.9986, relative_absolute_error: 0.0749, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.141, root_relative_squared_error: 0.2823, unweighted_recall: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9718, kappa: 0.9436, kb_relative_information_score: 0.9403, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.499, weighted_recall: 0.9718, number_of_instances: 3196, precision: 0.9718, predictive_accuracy: 0.9718, prior_entropy: 0.9986, relative_absolute_error: 0.0611, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.2597, unweighted_recall: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9671, kappa: 0.9341, kb_relative_information_score: 0.9245, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.499, weighted_recall: 0.9671, number_of_instances: 3196, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9986, relative_absolute_error: 0.0783, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1435, root_relative_squared_error: 0.2872, unweighted_recall: 0.9669,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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

OpenML APIs