OpenML
Supervised Classification on PhishingWebsites

Supervised Classification on PhishingWebsites

Task 14952 Supervised Classification PhishingWebsites 19725 runs submitted
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  • OpenML-CC18 study_107 study_98 study_99
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19725 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9504, kappa: 0.8995, kb_relative_information_score: 0.8508, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9504, number_of_instances: 11055, precision: 0.9504, predictive_accuracy: 0.9504, prior_entropy: 0.9906, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.3776, unweighted_recall: 0.9494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9601, kappa: 0.9191, kb_relative_information_score: 0.8518, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9601, number_of_instances: 11055, precision: 0.9601, predictive_accuracy: 0.9601, prior_entropy: 0.9906, relative_absolute_error: 0.1636, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.176, root_relative_squared_error: 0.3544, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9475, kappa: 0.8936, kb_relative_information_score: 0.8369, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9475, number_of_instances: 11055, precision: 0.9475, predictive_accuracy: 0.9475, prior_entropy: 0.9906, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.3953, unweighted_recall: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9729, kappa: 0.9452, kb_relative_information_score: 0.9238, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.4935, weighted_recall: 0.973, number_of_instances: 11055, precision: 0.973, predictive_accuracy: 0.973, prior_entropy: 0.9906, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.2763, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9666, kappa: 0.9323, kb_relative_information_score: 0.8899, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9666, number_of_instances: 11055, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9906, relative_absolute_error: 0.1204, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.156, root_relative_squared_error: 0.3141, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.949, kappa: 0.8966, kb_relative_information_score: 0.7733, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9491, number_of_instances: 11055, precision: 0.9491, predictive_accuracy: 0.9491, prior_entropy: 0.9906, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.4181, unweighted_recall: 0.9472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9615, kappa: 0.922, kb_relative_information_score: 0.8843, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9616, number_of_instances: 11055, precision: 0.9616, predictive_accuracy: 0.9616, prior_entropy: 0.9906, relative_absolute_error: 0.1245, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.3296, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9636, kappa: 0.9262, kb_relative_information_score: 0.8849, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9636, number_of_instances: 11055, precision: 0.9637, predictive_accuracy: 0.9636, prior_entropy: 0.9906, relative_absolute_error: 0.1253, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.3207, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9558, kappa: 0.9105, kb_relative_information_score: 0.8689, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9559, number_of_instances: 11055, precision: 0.9558, predictive_accuracy: 0.9559, prior_entropy: 0.9906, relative_absolute_error: 0.1408, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.3513, unweighted_recall: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9676, kappa: 0.9343, kb_relative_information_score: 0.7753, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9676, number_of_instances: 11055, precision: 0.9677, predictive_accuracy: 0.9676, prior_entropy: 0.9906, relative_absolute_error: 0.2643, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.3798, unweighted_recall: 0.9664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9695, kappa: 0.9381, kb_relative_information_score: 0.8687, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9695, number_of_instances: 11055, precision: 0.9695, predictive_accuracy: 0.9695, prior_entropy: 0.9906, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.3138, unweighted_recall: 0.9684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9441, kappa: 0.8864, kb_relative_information_score: 0.4868, mean_absolute_error: 0.2873, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9443, number_of_instances: 11055, precision: 0.9454, predictive_accuracy: 0.9443, prior_entropy: 0.9906, relative_absolute_error: 0.5822, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.6229, unweighted_recall: 0.9403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9691, kappa: 0.9374, kb_relative_information_score: 0.9191, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9692, number_of_instances: 11055, precision: 0.9692, predictive_accuracy: 0.9692, prior_entropy: 0.9906, relative_absolute_error: 0.085, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.2975, unweighted_recall: 0.9681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9409, kappa: 0.88, kb_relative_information_score: 0.6898, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.4935, weighted_recall: 0.941, number_of_instances: 11055, precision: 0.9413, predictive_accuracy: 0.941, prior_entropy: 0.9906, relative_absolute_error: 0.3549, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.4746, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.97, kappa: 0.9392, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9701, number_of_instances: 11055, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9906, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.152, root_relative_squared_error: 0.3059, unweighted_recall: 0.9689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9631, kappa: 0.9251, kb_relative_information_score: 0.8765, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9631, number_of_instances: 11055, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9906, relative_absolute_error: 0.1348, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.3328, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9733, kappa: 0.9459, kb_relative_information_score: 0.9339, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9733, number_of_instances: 11055, precision: 0.9733, predictive_accuracy: 0.9733, prior_entropy: 0.9906, relative_absolute_error: 0.0688, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.2768, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9492, kappa: 0.897, kb_relative_information_score: 0.8341, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9493, number_of_instances: 11055, precision: 0.9492, predictive_accuracy: 0.9493, prior_entropy: 0.9906, relative_absolute_error: 0.1789, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.3941, unweighted_recall: 0.9479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9726, kappa: 0.9444, kb_relative_information_score: 0.9197, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9726, number_of_instances: 11055, precision: 0.9726, predictive_accuracy: 0.9726, prior_entropy: 0.9906, relative_absolute_error: 0.0862, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.284, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9432, kappa: 0.8847, kb_relative_information_score: 0.7613, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9433, number_of_instances: 11055, precision: 0.9434, predictive_accuracy: 0.9433, prior_entropy: 0.9906, relative_absolute_error: 0.2683, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.433, unweighted_recall: 0.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9718, kappa: 0.9427, kb_relative_information_score: 0.915, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9718, number_of_instances: 11055, precision: 0.9718, predictive_accuracy: 0.9718, prior_entropy: 0.9906, relative_absolute_error: 0.0921, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.2871, unweighted_recall: 0.9707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9656, kappa: 0.9302, kb_relative_information_score: 0.7942, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9656, number_of_instances: 11055, precision: 0.9657, predictive_accuracy: 0.9656, prior_entropy: 0.9906, relative_absolute_error: 0.2396, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.3715, unweighted_recall: 0.9642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9726, kappa: 0.9444, kb_relative_information_score: 0.9163, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9726, number_of_instances: 11055, precision: 0.9726, predictive_accuracy: 0.9726, prior_entropy: 0.9906, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.141, root_relative_squared_error: 0.2838, unweighted_recall: 0.9715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9347, kappa: 0.8673, kb_relative_information_score: 0.4169, mean_absolute_error: 0.3217, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9351, number_of_instances: 11055, precision: 0.9369, predictive_accuracy: 0.9351, prior_entropy: 0.9906, relative_absolute_error: 0.6519, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6811, unweighted_recall: 0.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9507, kappa: 0.9001, kb_relative_information_score: 0.8082, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9508, number_of_instances: 11055, precision: 0.9508, predictive_accuracy: 0.9508, prior_entropy: 0.9906, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.3984, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9665, kappa: 0.9321, kb_relative_information_score: 0.8928, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9665, number_of_instances: 11055, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 0.9906, relative_absolute_error: 0.117, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1544, root_relative_squared_error: 0.3108, unweighted_recall: 0.9652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9479, kappa: 0.8943, kb_relative_information_score: 0.8325, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9479, number_of_instances: 11055, precision: 0.9479, predictive_accuracy: 0.9479, prior_entropy: 0.9906, relative_absolute_error: 0.1803, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.3969, unweighted_recall: 0.9467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.967, kappa: 0.9332, kb_relative_information_score: 0.9174, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9671, number_of_instances: 11055, precision: 0.9671, predictive_accuracy: 0.9671, prior_entropy: 0.9906, relative_absolute_error: 0.0859, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.3052, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9687, kappa: 0.9365, kb_relative_information_score: 0.9256, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9687, number_of_instances: 11055, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9906, relative_absolute_error: 0.0765, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.3009, unweighted_recall: 0.9676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9715, kappa: 0.9422, kb_relative_information_score: 0.9, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9715, number_of_instances: 11055, precision: 0.9715, predictive_accuracy: 0.9715, prior_entropy: 0.9906, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.2923, unweighted_recall: 0.9704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9702, kappa: 0.9396, kb_relative_information_score: 0.8676, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9702, number_of_instances: 11055, precision: 0.9703, predictive_accuracy: 0.9702, prior_entropy: 0.9906, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.156, root_relative_squared_error: 0.314, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9463, kappa: 0.8912, kb_relative_information_score: 0.8377, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9464, number_of_instances: 11055, precision: 0.9463, predictive_accuracy: 0.9464, prior_entropy: 0.9906, relative_absolute_error: 0.1735, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.3958, unweighted_recall: 0.9453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9721, kappa: 0.9435, kb_relative_information_score: 0.9138, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9721, number_of_instances: 11055, precision: 0.9722, predictive_accuracy: 0.9721, prior_entropy: 0.9906, relative_absolute_error: 0.0938, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.2869, unweighted_recall: 0.9711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9521, kappa: 0.9029, kb_relative_information_score: 0.8476, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9521, number_of_instances: 11055, precision: 0.9521, predictive_accuracy: 0.9521, prior_entropy: 0.9906, relative_absolute_error: 0.1641, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.3768, unweighted_recall: 0.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.971, kappa: 0.9413, kb_relative_information_score: 0.9271, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9711, number_of_instances: 11055, precision: 0.9711, predictive_accuracy: 0.9711, prior_entropy: 0.9906, relative_absolute_error: 0.0758, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.145, root_relative_squared_error: 0.292, unweighted_recall: 0.9702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9476, kappa: 0.8937, kb_relative_information_score: 0.8067, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9476, number_of_instances: 11055, precision: 0.9476, predictive_accuracy: 0.9476, prior_entropy: 0.9906, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.4058, unweighted_recall: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9523, kappa: 0.9033, kb_relative_information_score: 0.842, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9523, number_of_instances: 11055, precision: 0.9523, predictive_accuracy: 0.9523, prior_entropy: 0.9906, relative_absolute_error: 0.171, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.3819, unweighted_recall: 0.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9662, kappa: 0.9315, kb_relative_information_score: 0.8481, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9663, number_of_instances: 11055, precision: 0.9663, predictive_accuracy: 0.9663, prior_entropy: 0.9906, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1662, root_relative_squared_error: 0.3346, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9712, kappa: 0.9416, kb_relative_information_score: 0.917, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9712, number_of_instances: 11055, precision: 0.9713, predictive_accuracy: 0.9712, prior_entropy: 0.9906, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.2861, unweighted_recall: 0.9702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9586, kappa: 0.9161, kb_relative_information_score: 0.873, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9587, number_of_instances: 11055, precision: 0.9587, predictive_accuracy: 0.9587, prior_entropy: 0.9906, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3466, unweighted_recall: 0.9574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.957, kappa: 0.9127, kb_relative_information_score: 0.7953, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.4935, weighted_recall: 0.957, number_of_instances: 11055, precision: 0.9571, predictive_accuracy: 0.957, prior_entropy: 0.9906, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.3907, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9629, kappa: 0.9247, kb_relative_information_score: 0.8352, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9629, number_of_instances: 11055, precision: 0.9629, predictive_accuracy: 0.9629, prior_entropy: 0.9906, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.3555, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9581, kappa: 0.915, kb_relative_information_score: 0.8155, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9581, number_of_instances: 11055, precision: 0.9582, predictive_accuracy: 0.9581, prior_entropy: 0.9906, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.3779, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9622, kappa: 0.9233, kb_relative_information_score: 0.6384, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9623, number_of_instances: 11055, precision: 0.9625, predictive_accuracy: 0.9623, prior_entropy: 0.9906, relative_absolute_error: 0.4223, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2445, root_relative_squared_error: 0.4923, unweighted_recall: 0.9601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9564, kappa: 0.9116, kb_relative_information_score: 0.8683, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9564, number_of_instances: 11055, precision: 0.9564, predictive_accuracy: 0.9564, prior_entropy: 0.9906, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.3526, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9645, kappa: 0.928, kb_relative_information_score: 0.7424, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9645, number_of_instances: 11055, precision: 0.9646, predictive_accuracy: 0.9645, prior_entropy: 0.9906, relative_absolute_error: 0.3017, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.4112, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9582, kappa: 0.9152, kb_relative_information_score: 0.8709, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9582, number_of_instances: 11055, precision: 0.9582, predictive_accuracy: 0.9582, prior_entropy: 0.9906, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.3425, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9681, kappa: 0.9354, kb_relative_information_score: 0.8909, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9682, number_of_instances: 11055, precision: 0.9682, predictive_accuracy: 0.9682, prior_entropy: 0.9906, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.3058, unweighted_recall: 0.9668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9714, kappa: 0.942, kb_relative_information_score: 0.9029, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9714, number_of_instances: 11055, precision: 0.9715, predictive_accuracy: 0.9714, prior_entropy: 0.9906, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.2934, unweighted_recall: 0.9703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9661, kappa: 0.9313, kb_relative_information_score: 0.8872, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9662, number_of_instances: 11055, precision: 0.9662, predictive_accuracy: 0.9662, prior_entropy: 0.9906, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.317, unweighted_recall: 0.9649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9615, kappa: 0.922, kb_relative_information_score: 0.8581, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9616, number_of_instances: 11055, precision: 0.9615, predictive_accuracy: 0.9616, prior_entropy: 0.9906, relative_absolute_error: 0.1569, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3462, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9729, kappa: 0.945, kb_relative_information_score: 0.9265, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9729, number_of_instances: 11055, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 0.9906, relative_absolute_error: 0.0787, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.275, unweighted_recall: 0.9722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9489, kappa: 0.8964, kb_relative_information_score: 0.8422, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9489, number_of_instances: 11055, precision: 0.9489, predictive_accuracy: 0.9489, prior_entropy: 0.9906, relative_absolute_error: 0.169, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.3891, unweighted_recall: 0.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9737, kappa: 0.9466, kb_relative_information_score: 0.9101, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9737, number_of_instances: 11055, precision: 0.9737, predictive_accuracy: 0.9737, prior_entropy: 0.9906, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1402, root_relative_squared_error: 0.2821, unweighted_recall: 0.9731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9728, kappa: 0.9449, kb_relative_information_score: 0.9179, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9729, number_of_instances: 11055, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 0.9906, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.282, unweighted_recall: 0.9719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.956, kappa: 0.9108, kb_relative_information_score: 0.8681, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.4935, weighted_recall: 0.956, number_of_instances: 11055, precision: 0.956, predictive_accuracy: 0.956, prior_entropy: 0.9906, relative_absolute_error: 0.1424, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.3513, unweighted_recall: 0.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9635, kappa: 0.926, kb_relative_information_score: 0.884, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9635, number_of_instances: 11055, precision: 0.9636, predictive_accuracy: 0.9635, prior_entropy: 0.9906, relative_absolute_error: 0.126, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.3238, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.944, kappa: 0.8865, kb_relative_information_score: 0.8356, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.4935, weighted_recall: 0.944, number_of_instances: 11055, precision: 0.944, predictive_accuracy: 0.944, prior_entropy: 0.9906, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4008, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.971, kappa: 0.9413, kb_relative_information_score: 0.9085, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9711, number_of_instances: 11055, precision: 0.9711, predictive_accuracy: 0.9711, prior_entropy: 0.9906, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.2921, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9499, kappa: 0.8984, kb_relative_information_score: 0.7859, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.4935, weighted_recall: 0.95, number_of_instances: 11055, precision: 0.95, predictive_accuracy: 0.95, prior_entropy: 0.9906, relative_absolute_error: 0.2402, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.4115, unweighted_recall: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9709, kappa: 0.9411, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.4935, weighted_recall: 0.971, number_of_instances: 11055, precision: 0.971, predictive_accuracy: 0.971, prior_entropy: 0.9906, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.2932, unweighted_recall: 0.9698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9703, kappa: 0.9398, kb_relative_information_score: 0.9165, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9703, number_of_instances: 11055, precision: 0.9704, predictive_accuracy: 0.9703, prior_entropy: 0.9906, relative_absolute_error: 0.0896, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.2886, unweighted_recall: 0.9693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9731, kappa: 0.9455, kb_relative_information_score: 0.9309, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9731, number_of_instances: 11055, precision: 0.9731, predictive_accuracy: 0.9731, prior_entropy: 0.9906, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.2746, unweighted_recall: 0.9725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9677, kappa: 0.9344, kb_relative_information_score: 0.8923, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9677, number_of_instances: 11055, precision: 0.9678, predictive_accuracy: 0.9677, prior_entropy: 0.9906, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.3065, unweighted_recall: 0.9663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9614, kappa: 0.9218, kb_relative_information_score: 0.8796, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9615, number_of_instances: 11055, precision: 0.9615, predictive_accuracy: 0.9615, prior_entropy: 0.9906, relative_absolute_error: 0.1306, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.3329, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9671, kappa: 0.9332, kb_relative_information_score: 0.9306, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9671, number_of_instances: 11055, precision: 0.9671, predictive_accuracy: 0.9671, prior_entropy: 0.9906, relative_absolute_error: 0.0699, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1532, root_relative_squared_error: 0.3084, unweighted_recall: 0.9661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9708, kappa: 0.9409, kb_relative_information_score: 0.8974, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9709, number_of_instances: 11055, precision: 0.9709, predictive_accuracy: 0.9709, prior_entropy: 0.9906, relative_absolute_error: 0.1137, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.2949, unweighted_recall: 0.9697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9729, kappa: 0.945, kb_relative_information_score: 0.929, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9729, number_of_instances: 11055, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 0.9906, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.2765, unweighted_recall: 0.9722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9742, kappa: 0.9477, kb_relative_information_score: 0.8936, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9742, number_of_instances: 11055, precision: 0.9742, predictive_accuracy: 0.9742, prior_entropy: 0.9906, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.2944, unweighted_recall: 0.9736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.962, kappa: 0.923, kb_relative_information_score: 0.8792, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.4935, weighted_recall: 0.962, number_of_instances: 11055, precision: 0.962, predictive_accuracy: 0.962, prior_entropy: 0.9906, relative_absolute_error: 0.1313, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.3329, unweighted_recall: 0.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9697, kappa: 0.9385, kb_relative_information_score: 0.8869, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9697, number_of_instances: 11055, precision: 0.9697, predictive_accuracy: 0.9697, prior_entropy: 0.9906, relative_absolute_error: 0.1267, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1496, root_relative_squared_error: 0.3012, unweighted_recall: 0.9685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9698, kappa: 0.9387, kb_relative_information_score: 0.8714, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9698, number_of_instances: 11055, precision: 0.9698, predictive_accuracy: 0.9698, prior_entropy: 0.9906, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.3103, unweighted_recall: 0.9686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9604, kappa: 0.9197, kb_relative_information_score: 0.7931, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9605, number_of_instances: 11055, precision: 0.9606, predictive_accuracy: 0.9605, prior_entropy: 0.9906, relative_absolute_error: 0.2378, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.3841, unweighted_recall: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.961, kappa: 0.9209, kb_relative_information_score: 0.8352, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.4935, weighted_recall: 0.961, number_of_instances: 11055, precision: 0.961, predictive_accuracy: 0.961, prior_entropy: 0.9906, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.3612, unweighted_recall: 0.9598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9648, kappa: 0.9286, kb_relative_information_score: 0.715, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9648, number_of_instances: 11055, precision: 0.9649, predictive_accuracy: 0.9648, prior_entropy: 0.9906, relative_absolute_error: 0.3334, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.435, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9732, kappa: 0.9457, kb_relative_information_score: 0.9222, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9732, number_of_instances: 11055, precision: 0.9732, predictive_accuracy: 0.9732, prior_entropy: 0.9906, relative_absolute_error: 0.0842, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.2769, unweighted_recall: 0.9725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9669, kappa: 0.9328, kb_relative_information_score: 0.7199, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9669, number_of_instances: 11055, precision: 0.967, predictive_accuracy: 0.9669, prior_entropy: 0.9906, relative_absolute_error: 0.331, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4204, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.959, kappa: 0.9169, kb_relative_information_score: 0.8717, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.4935, weighted_recall: 0.959, number_of_instances: 11055, precision: 0.959, predictive_accuracy: 0.959, prior_entropy: 0.9906, relative_absolute_error: 0.1393, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.3413, unweighted_recall: 0.9581,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8742, kappa: 0.7443, kb_relative_information_score: 0.213, mean_absolute_error: 0.4135, mean_prior_absolute_error: 0.4935, weighted_recall: 0.8748, number_of_instances: 11055, precision: 0.8756, predictive_accuracy: 0.8748, prior_entropy: 0.9906, relative_absolute_error: 0.8378, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.4201, root_relative_squared_error: 0.8456, unweighted_recall: 0.8693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.957, kappa: 0.9127, kb_relative_information_score: 0.7953, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.4935, weighted_recall: 0.957, number_of_instances: 11055, precision: 0.9571, predictive_accuracy: 0.957, prior_entropy: 0.9906, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.3907, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9695, kappa: 0.9381, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9695, number_of_instances: 11055, precision: 0.9696, predictive_accuracy: 0.9695, prior_entropy: 0.9906, relative_absolute_error: 0.1036, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.2984, unweighted_recall: 0.9682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9731, kappa: 0.9455, kb_relative_information_score: 0.925, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9731, number_of_instances: 11055, precision: 0.9732, predictive_accuracy: 0.9731, prior_entropy: 0.9906, relative_absolute_error: 0.0801, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.2786, unweighted_recall: 0.9722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.959, kappa: 0.9169, kb_relative_information_score: 0.8626, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.4935, weighted_recall: 0.959, number_of_instances: 11055, precision: 0.959, predictive_accuracy: 0.959, prior_entropy: 0.9906, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.351, unweighted_recall: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9718, kappa: 0.9429, kb_relative_information_score: 0.8962, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9719, number_of_instances: 11055, precision: 0.9719, predictive_accuracy: 0.9719, prior_entropy: 0.9906, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.2957, unweighted_recall: 0.9708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.955, kappa: 0.9088, kb_relative_information_score: 0.8673, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.4935, weighted_recall: 0.955, number_of_instances: 11055, precision: 0.955, predictive_accuracy: 0.955, prior_entropy: 0.9906, relative_absolute_error: 0.1424, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.3548, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9699, kappa: 0.9391, kb_relative_information_score: 0.8301, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.4935, weighted_recall: 0.97, number_of_instances: 11055, precision: 0.97, predictive_accuracy: 0.97, prior_entropy: 0.9906, relative_absolute_error: 0.1981, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.3369, unweighted_recall: 0.9688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9691, kappa: 0.9374, kb_relative_information_score: 0.9036, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9692, number_of_instances: 11055, precision: 0.9692, predictive_accuracy: 0.9692, prior_entropy: 0.9906, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1506, root_relative_squared_error: 0.3032, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9737, kappa: 0.9466, kb_relative_information_score: 0.9278, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9737, number_of_instances: 11055, precision: 0.9737, predictive_accuracy: 0.9737, prior_entropy: 0.9906, relative_absolute_error: 0.0769, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.137, root_relative_squared_error: 0.2758, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9607, kappa: 0.9204, kb_relative_information_score: 0.8563, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9607, number_of_instances: 11055, precision: 0.9607, predictive_accuracy: 0.9607, prior_entropy: 0.9906, relative_absolute_error: 0.1583, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.174, root_relative_squared_error: 0.3502, unweighted_recall: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9506, kappa: 0.8997, kb_relative_information_score: 0.7906, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9506, number_of_instances: 11055, precision: 0.9507, predictive_accuracy: 0.9506, prior_entropy: 0.9906, relative_absolute_error: 0.2347, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4076, unweighted_recall: 0.9489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.973, kappa: 0.9453, kb_relative_information_score: 0.9133, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.4935, weighted_recall: 0.973, number_of_instances: 11055, precision: 0.9731, predictive_accuracy: 0.973, prior_entropy: 0.9906, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.2812, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9729, kappa: 0.945, kb_relative_information_score: 0.9286, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9729, number_of_instances: 11055, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 0.9906, relative_absolute_error: 0.0759, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.2751, unweighted_recall: 0.9722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9743, kappa: 0.9479, kb_relative_information_score: 0.8925, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9743, number_of_instances: 11055, precision: 0.9743, predictive_accuracy: 0.9743, prior_entropy: 0.9906, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1454, root_relative_squared_error: 0.2928, unweighted_recall: 0.9732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.972, kappa: 0.9433, kb_relative_information_score: 0.8014, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.4935, weighted_recall: 0.972, number_of_instances: 11055, precision: 0.9721, predictive_accuracy: 0.972, prior_entropy: 0.9906, relative_absolute_error: 0.2343, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.3572, unweighted_recall: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9706, kappa: 0.9403, kb_relative_information_score: 0.9084, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9706, number_of_instances: 11055, precision: 0.9706, predictive_accuracy: 0.9706, prior_entropy: 0.9906, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.2937, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9714, kappa: 0.942, kb_relative_information_score: 0.9274, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9714, number_of_instances: 11055, precision: 0.9714, predictive_accuracy: 0.9714, prior_entropy: 0.9906, relative_absolute_error: 0.0759, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.143, root_relative_squared_error: 0.2878, unweighted_recall: 0.9706,

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