OpenML
Supervised Classification on electricity

Supervised Classification on electricity

Task 219 Supervised Classification electricity 77734 runs submitted
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  • at2 mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_70 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9016, kappa: 0.7983, kb_relative_information_score: 0.65, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9017, number_of_instances: 45312, precision: 0.9016, predictive_accuracy: 0.9017, prior_entropy: 0.9835, relative_absolute_error: 0.3806, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2757, root_relative_squared_error: 0.5578, unweighted_recall: 0.8978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9069, kappa: 0.809, kb_relative_information_score: 0.6702, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9072, number_of_instances: 45312, precision: 0.9071, predictive_accuracy: 0.9072, prior_entropy: 0.9835, relative_absolute_error: 0.3602, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2664, root_relative_squared_error: 0.539, unweighted_recall: 0.9025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8079, kappa: 0.6046, kb_relative_information_score: 0.4365, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8114, number_of_instances: 45312, precision: 0.8146, predictive_accuracy: 0.8114, prior_entropy: 0.9835, relative_absolute_error: 0.5993, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3592, root_relative_squared_error: 0.7268, unweighted_recall: 0.7952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.8439, kappa: 0.679, kb_relative_information_score: 0.4808, mean_absolute_error: 0.2734, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8452, number_of_instances: 45312, precision: 0.8457, predictive_accuracy: 0.8452, prior_entropy: 0.9835, relative_absolute_error: 0.5596, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3385, root_relative_squared_error: 0.6849, unweighted_recall: 0.8351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.9145, kappa: 0.8248, kb_relative_information_score: 0.6989, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9145, number_of_instances: 45312, precision: 0.9144, predictive_accuracy: 0.9145, prior_entropy: 0.9835, relative_absolute_error: 0.3277, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.5191, unweighted_recall: 0.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.916, kappa: 0.8278, kb_relative_information_score: 0.7018, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9161, number_of_instances: 45312, precision: 0.916, predictive_accuracy: 0.9161, prior_entropy: 0.9835, relative_absolute_error: 0.3262, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.5114, unweighted_recall: 0.9127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9228, kappa: 0.8418, kb_relative_information_score: 0.7254, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9228, number_of_instances: 45312, precision: 0.9228, predictive_accuracy: 0.9228, prior_entropy: 0.9835, relative_absolute_error: 0.3004, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.4915, unweighted_recall: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.8877, kappa: 0.7699, kb_relative_information_score: 0.6367, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8878, number_of_instances: 45312, precision: 0.8876, predictive_accuracy: 0.8878, prior_entropy: 0.9835, relative_absolute_error: 0.391, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.5817, unweighted_recall: 0.8841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.8883, kappa: 0.7706, kb_relative_information_score: 0.599, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8887, number_of_instances: 45312, precision: 0.8887, predictive_accuracy: 0.8887, prior_entropy: 0.9835, relative_absolute_error: 0.4378, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.591, unweighted_recall: 0.8826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9058, kappa: 0.8068, kb_relative_information_score: 0.6664, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9061, number_of_instances: 45312, precision: 0.9061, predictive_accuracy: 0.9061, prior_entropy: 0.9835, relative_absolute_error: 0.3642, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.542, unweighted_recall: 0.9014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.9035, kappa: 0.8022, kb_relative_information_score: 0.6555, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9036, number_of_instances: 45312, precision: 0.9035, predictive_accuracy: 0.9036, prior_entropy: 0.9835, relative_absolute_error: 0.3751, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.551, unweighted_recall: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8511, kappa: 0.6939, kb_relative_information_score: 0.5128, mean_absolute_error: 0.2563, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8521, number_of_instances: 45312, precision: 0.8523, predictive_accuracy: 0.8521, prior_entropy: 0.9835, relative_absolute_error: 0.5245, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.6655, unweighted_recall: 0.8431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9245, kappa: 0.8452, kb_relative_information_score: 0.7301, mean_absolute_error: 0.1443, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9245, number_of_instances: 45312, precision: 0.9244, predictive_accuracy: 0.9245, prior_entropy: 0.9835, relative_absolute_error: 0.2952, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.4872, unweighted_recall: 0.9219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9007, kappa: 0.7962, kb_relative_information_score: 0.6388, mean_absolute_error: 0.1936, mean_prior_absolute_error: 0.4886, weighted_recall: 0.901, number_of_instances: 45312, precision: 0.9011, predictive_accuracy: 0.901, prior_entropy: 0.9835, relative_absolute_error: 0.3962, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.5592, unweighted_recall: 0.8957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.901, kappa: 0.7968, kb_relative_information_score: 0.6444, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9012, number_of_instances: 45312, precision: 0.9012, predictive_accuracy: 0.9012, prior_entropy: 0.9835, relative_absolute_error: 0.3892, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2746, root_relative_squared_error: 0.5555, unweighted_recall: 0.8964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.8995, kappa: 0.794, kb_relative_information_score: 0.6414, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8998, number_of_instances: 45312, precision: 0.8996, predictive_accuracy: 0.8998, prior_entropy: 0.9835, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.5631, unweighted_recall: 0.8955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.8768, kappa: 0.7469, kb_relative_information_score: 0.5632, mean_absolute_error: 0.2322, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8774, number_of_instances: 45312, precision: 0.8776, predictive_accuracy: 0.8774, prior_entropy: 0.9835, relative_absolute_error: 0.4753, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6193, unweighted_recall: 0.8702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.8825, kappa: 0.7588, kb_relative_information_score: 0.5901, mean_absolute_error: 0.2176, mean_prior_absolute_error: 0.4886, weighted_recall: 0.883, number_of_instances: 45312, precision: 0.8831, predictive_accuracy: 0.883, prior_entropy: 0.9835, relative_absolute_error: 0.4454, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2974, root_relative_squared_error: 0.6018, unweighted_recall: 0.8766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.9074, kappa: 0.81, kb_relative_information_score: 0.6699, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9076, number_of_instances: 45312, precision: 0.9075, predictive_accuracy: 0.9076, prior_entropy: 0.9835, relative_absolute_error: 0.3608, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.5374, unweighted_recall: 0.9031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.916, kappa: 0.8278, kb_relative_information_score: 0.7018, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9161, number_of_instances: 45312, precision: 0.916, predictive_accuracy: 0.9161, prior_entropy: 0.9835, relative_absolute_error: 0.3262, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.5114, unweighted_recall: 0.9127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9611, f_measure: 0.8904, kappa: 0.7751, kb_relative_information_score: 0.6112, mean_absolute_error: 0.207, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8909, number_of_instances: 45312, precision: 0.891, predictive_accuracy: 0.8909, prior_entropy: 0.9835, relative_absolute_error: 0.4236, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2887, root_relative_squared_error: 0.584, unweighted_recall: 0.8848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.8651, kappa: 0.7228, kb_relative_information_score: 0.5334, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.4886, weighted_recall: 0.866, number_of_instances: 45312, precision: 0.8663, predictive_accuracy: 0.866, prior_entropy: 0.9835, relative_absolute_error: 0.506, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.6433, unweighted_recall: 0.8577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9115, kappa: 0.8187, kb_relative_information_score: 0.6871, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9116, number_of_instances: 45312, precision: 0.9115, predictive_accuracy: 0.9116, prior_entropy: 0.9835, relative_absolute_error: 0.3408, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.5272, unweighted_recall: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.9068, kappa: 0.8088, kb_relative_information_score: 0.6713, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.4886, weighted_recall: 0.907, number_of_instances: 45312, precision: 0.9069, predictive_accuracy: 0.907, prior_entropy: 0.9835, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.5367, unweighted_recall: 0.9028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9046, kappa: 0.8044, kb_relative_information_score: 0.6609, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9047, number_of_instances: 45312, precision: 0.9046, predictive_accuracy: 0.9047, prior_entropy: 0.9835, relative_absolute_error: 0.3692, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.5477, unweighted_recall: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9372, kappa: 0.8714, kb_relative_information_score: 0.7823, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9372, number_of_instances: 45312, precision: 0.9372, predictive_accuracy: 0.9372, prior_entropy: 0.9835, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.447, unweighted_recall: 0.9352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9367, kappa: 0.8705, kb_relative_information_score: 0.7842, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9368, number_of_instances: 45312, precision: 0.9367, predictive_accuracy: 0.9368, prior_entropy: 0.9835, relative_absolute_error: 0.2352, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.4444, unweighted_recall: 0.9347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9052, kappa: 0.8056, kb_relative_information_score: 0.6611, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9055, number_of_instances: 45312, precision: 0.9055, predictive_accuracy: 0.9055, prior_entropy: 0.9835, relative_absolute_error: 0.3705, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.5441, unweighted_recall: 0.9008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.8444, kappa: 0.6802, kb_relative_information_score: 0.4878, mean_absolute_error: 0.2708, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8454, number_of_instances: 45312, precision: 0.8454, predictive_accuracy: 0.8454, prior_entropy: 0.9835, relative_absolute_error: 0.5542, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.685, unweighted_recall: 0.8366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.8526, kappa: 0.697, kb_relative_information_score: 0.5013, mean_absolute_error: 0.2636, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8537, number_of_instances: 45312, precision: 0.8541, predictive_accuracy: 0.8537, prior_entropy: 0.9835, relative_absolute_error: 0.5394, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.6682, unweighted_recall: 0.8443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.9022, kappa: 0.7997, kb_relative_information_score: 0.6682, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9023, number_of_instances: 45312, precision: 0.9021, predictive_accuracy: 0.9023, prior_entropy: 0.9835, relative_absolute_error: 0.3593, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.5488, unweighted_recall: 0.8993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8768, kappa: 0.7474, kb_relative_information_score: 0.5964, mean_absolute_error: 0.2123, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8771, number_of_instances: 45312, precision: 0.8769, predictive_accuracy: 0.8771, prior_entropy: 0.9835, relative_absolute_error: 0.4346, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.6091, unweighted_recall: 0.8721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8876, kappa: 0.7693, kb_relative_information_score: 0.6038, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.4886, weighted_recall: 0.888, number_of_instances: 45312, precision: 0.888, predictive_accuracy: 0.888, prior_entropy: 0.9835, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5893, unweighted_recall: 0.8822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9034, kappa: 0.8019, kb_relative_information_score: 0.6559, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9036, number_of_instances: 45312, precision: 0.9035, predictive_accuracy: 0.9036, prior_entropy: 0.9835, relative_absolute_error: 0.3757, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.5485, unweighted_recall: 0.8993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.8829, kappa: 0.76, kb_relative_information_score: 0.6195, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4886, weighted_recall: 0.883, number_of_instances: 45312, precision: 0.8828, predictive_accuracy: 0.883, prior_entropy: 0.9835, relative_absolute_error: 0.4093, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.294, root_relative_squared_error: 0.5948, unweighted_recall: 0.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9007, kappa: 0.7965, kb_relative_information_score: 0.6511, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9009, number_of_instances: 45312, precision: 0.9007, predictive_accuracy: 0.9009, prior_entropy: 0.9835, relative_absolute_error: 0.3793, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2754, root_relative_squared_error: 0.5572, unweighted_recall: 0.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9067, kappa: 0.8087, kb_relative_information_score: 0.664, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9069, number_of_instances: 45312, precision: 0.9068, predictive_accuracy: 0.9069, prior_entropy: 0.9835, relative_absolute_error: 0.3672, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.5411, unweighted_recall: 0.9028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.908, kappa: 0.8114, kb_relative_information_score: 0.6754, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9081, number_of_instances: 45312, precision: 0.908, predictive_accuracy: 0.9081, prior_entropy: 0.9835, relative_absolute_error: 0.3538, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5355, unweighted_recall: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7324, kb_relative_information_score: 0.0678, mean_absolute_error: 0.465, mean_prior_absolute_error: 0.4886, weighted_recall: 0.5755, number_of_instances: 45312, predictive_accuracy: 0.5755, prior_entropy: 0.9835, relative_absolute_error: 0.9518, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9554, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.9224, kappa: 0.841, kb_relative_information_score: 0.7221, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9224, number_of_instances: 45312, precision: 0.9223, predictive_accuracy: 0.9224, prior_entropy: 0.9835, relative_absolute_error: 0.304, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.4941, unweighted_recall: 0.9198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9063, kappa: 0.8079, kb_relative_information_score: 0.6611, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9065, number_of_instances: 45312, precision: 0.9064, predictive_accuracy: 0.9065, prior_entropy: 0.9835, relative_absolute_error: 0.3706, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.5434, unweighted_recall: 0.9024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.8936, kappa: 0.7818, kb_relative_information_score: 0.6333, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8938, number_of_instances: 45312, precision: 0.8936, predictive_accuracy: 0.8938, prior_entropy: 0.9835, relative_absolute_error: 0.3978, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2837, root_relative_squared_error: 0.5739, unweighted_recall: 0.8895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.8389, kappa: 0.6687, kb_relative_information_score: 0.4665, mean_absolute_error: 0.2806, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8404, number_of_instances: 45312, precision: 0.841, predictive_accuracy: 0.8404, prior_entropy: 0.9835, relative_absolute_error: 0.5743, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3439, root_relative_squared_error: 0.6957, unweighted_recall: 0.8296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.9145, kappa: 0.825, kb_relative_information_score: 0.7006, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9146, number_of_instances: 45312, precision: 0.9145, predictive_accuracy: 0.9146, prior_entropy: 0.9835, relative_absolute_error: 0.326, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.5175, unweighted_recall: 0.9121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.9089, kappa: 0.8132, kb_relative_information_score: 0.6848, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9091, number_of_instances: 45312, precision: 0.9091, predictive_accuracy: 0.9091, prior_entropy: 0.9835, relative_absolute_error: 0.3436, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.5305, unweighted_recall: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9342, kappa: 0.8653, kb_relative_information_score: 0.7739, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9343, number_of_instances: 45312, precision: 0.9342, predictive_accuracy: 0.9343, prior_entropy: 0.9835, relative_absolute_error: 0.2467, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.4528, unweighted_recall: 0.9321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.8533, kappa: 0.6983, kb_relative_information_score: 0.5103, mean_absolute_error: 0.2583, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8544, number_of_instances: 45312, precision: 0.8548, predictive_accuracy: 0.8544, prior_entropy: 0.9835, relative_absolute_error: 0.5286, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.6644, unweighted_recall: 0.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9019, kappa: 0.7988, kb_relative_information_score: 0.6476, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9022, number_of_instances: 45312, precision: 0.9022, predictive_accuracy: 0.9022, prior_entropy: 0.9835, relative_absolute_error: 0.3855, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.274, root_relative_squared_error: 0.5543, unweighted_recall: 0.8971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.84, kappa: 0.6709, kb_relative_information_score: 0.4713, mean_absolute_error: 0.2781, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8414, number_of_instances: 45312, precision: 0.8419, predictive_accuracy: 0.8414, prior_entropy: 0.9835, relative_absolute_error: 0.5692, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3423, root_relative_squared_error: 0.6926, unweighted_recall: 0.8309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9017, kappa: 0.7984, kb_relative_information_score: 0.6527, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.4886, weighted_recall: 0.902, number_of_instances: 45312, precision: 0.902, predictive_accuracy: 0.902, prior_entropy: 0.9835, relative_absolute_error: 0.3793, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.5527, unweighted_recall: 0.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9382, kappa: 0.8735, kb_relative_information_score: 0.7915, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9383, number_of_instances: 45312, precision: 0.9382, predictive_accuracy: 0.9383, prior_entropy: 0.9835, relative_absolute_error: 0.2267, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2182, root_relative_squared_error: 0.4414, unweighted_recall: 0.9363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.8982, kappa: 0.791, kb_relative_information_score: 0.6338, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8985, number_of_instances: 45312, precision: 0.8985, predictive_accuracy: 0.8985, prior_entropy: 0.9835, relative_absolute_error: 0.4005, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2791, root_relative_squared_error: 0.5647, unweighted_recall: 0.8932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9015, kappa: 0.7979, kb_relative_information_score: 0.6473, mean_absolute_error: 0.1885, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9018, number_of_instances: 45312, precision: 0.9018, predictive_accuracy: 0.9018, prior_entropy: 0.9835, relative_absolute_error: 0.3858, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2742, root_relative_squared_error: 0.5548, unweighted_recall: 0.8967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9366, kappa: 0.8701, kb_relative_information_score: 0.7824, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9366, number_of_instances: 45312, precision: 0.9366, predictive_accuracy: 0.9366, prior_entropy: 0.9835, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.4482, unweighted_recall: 0.9346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8872, kappa: 0.7684, kb_relative_information_score: 0.5955, mean_absolute_error: 0.2157, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8876, number_of_instances: 45312, precision: 0.8877, predictive_accuracy: 0.8876, prior_entropy: 0.9835, relative_absolute_error: 0.4414, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.5938, unweighted_recall: 0.8814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.8805, kappa: 0.7546, kb_relative_information_score: 0.5752, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8811, number_of_instances: 45312, precision: 0.8812, predictive_accuracy: 0.8811, prior_entropy: 0.9835, relative_absolute_error: 0.4627, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.6101, unweighted_recall: 0.8742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.8574, kappa: 0.7068, kb_relative_information_score: 0.5133, mean_absolute_error: 0.2572, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8584, number_of_instances: 45312, precision: 0.8588, predictive_accuracy: 0.8584, prior_entropy: 0.9835, relative_absolute_error: 0.5263, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.6602, unweighted_recall: 0.8493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.9069, kappa: 0.8092, kb_relative_information_score: 0.664, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9071, number_of_instances: 45312, precision: 0.907, predictive_accuracy: 0.9071, prior_entropy: 0.9835, relative_absolute_error: 0.3668, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.268, root_relative_squared_error: 0.5423, unweighted_recall: 0.9032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9095, kappa: 0.8144, kb_relative_information_score: 0.6855, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9097, number_of_instances: 45312, precision: 0.9096, predictive_accuracy: 0.9097, prior_entropy: 0.9835, relative_absolute_error: 0.3428, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.262, root_relative_squared_error: 0.5301, unweighted_recall: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9084, kappa: 0.8122, kb_relative_information_score: 0.68, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9086, number_of_instances: 45312, precision: 0.9086, predictive_accuracy: 0.9086, prior_entropy: 0.9835, relative_absolute_error: 0.349, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.5334, unweighted_recall: 0.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9019, kappa: 0.7987, kb_relative_information_score: 0.6482, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9022, number_of_instances: 45312, precision: 0.9021, predictive_accuracy: 0.9022, prior_entropy: 0.9835, relative_absolute_error: 0.3851, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2736, root_relative_squared_error: 0.5536, unweighted_recall: 0.8972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.912, kappa: 0.8196, kb_relative_information_score: 0.6806, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9122, number_of_instances: 45312, precision: 0.9121, predictive_accuracy: 0.9122, prior_entropy: 0.9835, relative_absolute_error: 0.3499, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2603, root_relative_squared_error: 0.5266, unweighted_recall: 0.9083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9209, kappa: 0.8379, kb_relative_information_score: 0.7225, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.4886, weighted_recall: 0.921, number_of_instances: 45312, precision: 0.9209, predictive_accuracy: 0.921, prior_entropy: 0.9835, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.4966, unweighted_recall: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9137, kappa: 0.8231, kb_relative_information_score: 0.6898, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9138, number_of_instances: 45312, precision: 0.9137, predictive_accuracy: 0.9138, prior_entropy: 0.9835, relative_absolute_error: 0.3395, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2568, root_relative_squared_error: 0.5196, unweighted_recall: 0.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9019, kappa: 0.7987, kb_relative_information_score: 0.6482, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9022, number_of_instances: 45312, precision: 0.9021, predictive_accuracy: 0.9022, prior_entropy: 0.9835, relative_absolute_error: 0.3851, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2736, root_relative_squared_error: 0.5536, unweighted_recall: 0.8972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.915, kappa: 0.8258, kb_relative_information_score: 0.702, mean_absolute_error: 0.1591, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9151, number_of_instances: 45312, precision: 0.915, predictive_accuracy: 0.9151, prior_entropy: 0.9835, relative_absolute_error: 0.3256, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.5129, unweighted_recall: 0.9117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9103, kappa: 0.8162, kb_relative_information_score: 0.6747, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9105, number_of_instances: 45312, precision: 0.9104, predictive_accuracy: 0.9105, prior_entropy: 0.9835, relative_absolute_error: 0.3559, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2633, root_relative_squared_error: 0.5327, unweighted_recall: 0.9068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9209, kappa: 0.8379, kb_relative_information_score: 0.7225, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.4886, weighted_recall: 0.921, number_of_instances: 45312, precision: 0.9209, predictive_accuracy: 0.921, prior_entropy: 0.9835, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.4966, unweighted_recall: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, f_measure: 0.9116, kappa: 0.8187, kb_relative_information_score: 0.6809, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9117, number_of_instances: 45312, precision: 0.9116, predictive_accuracy: 0.9117, prior_entropy: 0.9835, relative_absolute_error: 0.3488, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.261, root_relative_squared_error: 0.528, unweighted_recall: 0.9081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9239, kappa: 0.8443, kb_relative_information_score: 0.7354, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9239, number_of_instances: 45312, precision: 0.9239, predictive_accuracy: 0.9239, prior_entropy: 0.9835, relative_absolute_error: 0.2883, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4887, unweighted_recall: 0.9219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9209, kappa: 0.8379, kb_relative_information_score: 0.7225, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.4886, weighted_recall: 0.921, number_of_instances: 45312, precision: 0.9209, predictive_accuracy: 0.921, prior_entropy: 0.9835, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.4966, unweighted_recall: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8828, kappa: 0.7595, kb_relative_information_score: 0.5902, mean_absolute_error: 0.2178, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8833, number_of_instances: 45312, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 0.9835, relative_absolute_error: 0.4457, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.6005, unweighted_recall: 0.877,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.915, kappa: 0.826, kb_relative_information_score: 0.7095, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.4886, weighted_recall: 0.915, number_of_instances: 45312, precision: 0.915, predictive_accuracy: 0.915, prior_entropy: 0.9835, relative_absolute_error: 0.3158, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.253, root_relative_squared_error: 0.5118, unweighted_recall: 0.9128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9033, kappa: 0.8017, kb_relative_information_score: 0.653, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9036, number_of_instances: 45312, precision: 0.9035, predictive_accuracy: 0.9036, prior_entropy: 0.9835, relative_absolute_error: 0.3797, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2713, root_relative_squared_error: 0.5488, unweighted_recall: 0.8988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.923, kappa: 0.8424, kb_relative_information_score: 0.7233, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9231, number_of_instances: 45312, precision: 0.923, predictive_accuracy: 0.9231, prior_entropy: 0.9835, relative_absolute_error: 0.3022, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.4951, unweighted_recall: 0.9206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.9089, kappa: 0.8131, kb_relative_information_score: 0.6806, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9091, number_of_instances: 45312, precision: 0.9091, predictive_accuracy: 0.9091, prior_entropy: 0.9835, relative_absolute_error: 0.3484, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2632, root_relative_squared_error: 0.5324, unweighted_recall: 0.9046,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9128, kappa: 0.8212, kb_relative_information_score: 0.6901, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9129, number_of_instances: 45312, precision: 0.9128, predictive_accuracy: 0.9129, prior_entropy: 0.9835, relative_absolute_error: 0.3388, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.5213, unweighted_recall: 0.9092,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.936, kappa: 0.8689, kb_relative_information_score: 0.7777, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.4886, weighted_recall: 0.936, number_of_instances: 45312, precision: 0.936, predictive_accuracy: 0.936, prior_entropy: 0.9835, relative_absolute_error: 0.2427, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.222, root_relative_squared_error: 0.4492, unweighted_recall: 0.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.9051, kappa: 0.8052, kb_relative_information_score: 0.6644, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9053, number_of_instances: 45312, precision: 0.9053, predictive_accuracy: 0.9053, prior_entropy: 0.9835, relative_absolute_error: 0.3667, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2683, root_relative_squared_error: 0.5429, unweighted_recall: 0.9006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.878, kappa: 0.7494, kb_relative_information_score: 0.5796, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8785, number_of_instances: 45312, precision: 0.8785, predictive_accuracy: 0.8785, prior_entropy: 0.9835, relative_absolute_error: 0.4562, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.6107, unweighted_recall: 0.8719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.8914, kappa: 0.7771, kb_relative_information_score: 0.6095, mean_absolute_error: 0.2085, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8918, number_of_instances: 45312, precision: 0.8919, predictive_accuracy: 0.8918, prior_entropy: 0.9835, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2881, root_relative_squared_error: 0.5829, unweighted_recall: 0.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.8831, kappa: 0.76, kb_relative_information_score: 0.5884, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8836, number_of_instances: 45312, precision: 0.8837, predictive_accuracy: 0.8836, prior_entropy: 0.9835, relative_absolute_error: 0.4478, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2976, root_relative_squared_error: 0.6021, unweighted_recall: 0.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.7676, kappa: 0.5227, kb_relative_information_score: 0.2899, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7752, number_of_instances: 45312, precision: 0.7834, predictive_accuracy: 0.7752, prior_entropy: 0.9835, relative_absolute_error: 0.7532, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.814, unweighted_recall: 0.7519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8639, kappa: 0.7203, kb_relative_information_score: 0.5299, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8648, number_of_instances: 45312, precision: 0.865, predictive_accuracy: 0.8648, prior_entropy: 0.9835, relative_absolute_error: 0.5095, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.6467, unweighted_recall: 0.8565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9124, kappa: 0.8203, kb_relative_information_score: 0.6801, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9125, number_of_instances: 45312, precision: 0.9125, predictive_accuracy: 0.9125, prior_entropy: 0.9835, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.5268, unweighted_recall: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.914, kappa: 0.8237, kb_relative_information_score: 0.7005, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9142, number_of_instances: 45312, precision: 0.9141, predictive_accuracy: 0.9142, prior_entropy: 0.9835, relative_absolute_error: 0.327, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2547, root_relative_squared_error: 0.5152, unweighted_recall: 0.9103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8914, kappa: 0.7771, kb_relative_information_score: 0.6122, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8918, number_of_instances: 45312, precision: 0.8918, predictive_accuracy: 0.8918, prior_entropy: 0.9835, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.5822, unweighted_recall: 0.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8078, kappa: 0.6044, kb_relative_information_score: 0.4363, mean_absolute_error: 0.2929, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8113, number_of_instances: 45312, precision: 0.8144, predictive_accuracy: 0.8113, prior_entropy: 0.9835, relative_absolute_error: 0.5994, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.7269, unweighted_recall: 0.7951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9227, kappa: 0.8417, kb_relative_information_score: 0.719, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9227, number_of_instances: 45312, precision: 0.9227, predictive_accuracy: 0.9227, prior_entropy: 0.9835, relative_absolute_error: 0.3075, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.4967, unweighted_recall: 0.9203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.91, kappa: 0.8157, kb_relative_information_score: 0.6877, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9101, number_of_instances: 45312, precision: 0.91, predictive_accuracy: 0.9101, prior_entropy: 0.9835, relative_absolute_error: 0.3394, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.5312, unweighted_recall: 0.9073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9161, kappa: 0.828, kb_relative_information_score: 0.7032, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9162, number_of_instances: 45312, precision: 0.9161, predictive_accuracy: 0.9162, prior_entropy: 0.9835, relative_absolute_error: 0.3244, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.5112, unweighted_recall: 0.9128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9188, kappa: 0.8338, kb_relative_information_score: 0.7176, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9188, number_of_instances: 45312, precision: 0.9188, predictive_accuracy: 0.9188, prior_entropy: 0.9835, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.504, unweighted_recall: 0.9167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.8895, kappa: 0.7737, kb_relative_information_score: 0.6334, mean_absolute_error: 0.1932, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8897, number_of_instances: 45312, precision: 0.8895, predictive_accuracy: 0.8897, prior_entropy: 0.9835, relative_absolute_error: 0.3953, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.5816, unweighted_recall: 0.8859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8177, f_measure: 0.7503, kappa: 0.4885, kb_relative_information_score: 0.1767, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7608, number_of_instances: 45312, precision: 0.773, predictive_accuracy: 0.7608, prior_entropy: 0.9835, relative_absolute_error: 0.8596, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4375, root_relative_squared_error: 0.8852, unweighted_recall: 0.7338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9116, kappa: 0.8188, kb_relative_information_score: 0.686, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9117, number_of_instances: 45312, precision: 0.9115, predictive_accuracy: 0.9117, prior_entropy: 0.9835, relative_absolute_error: 0.3426, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.26, root_relative_squared_error: 0.526, unweighted_recall: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9154, kappa: 0.8266, kb_relative_information_score: 0.6979, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9155, number_of_instances: 45312, precision: 0.9154, predictive_accuracy: 0.9155, prior_entropy: 0.9835, relative_absolute_error: 0.3301, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.5149, unweighted_recall: 0.9126,

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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