Task
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 14965 Supervised Classification bank-marketing 39727 runs submitted
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  • OpenML-CC18 OpenML100 study_123 study_14 study_218 study_50 study_99
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39727 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.865, kappa: 0.2505, kb_relative_information_score: 0.0846, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8908, number_of_instances: 45211, precision: 0.867, predictive_accuracy: 0.8908, prior_entropy: 0.5206, relative_absolute_error: 0.7811, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.8843, unweighted_recall: 0.5884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.8654, kappa: 0.2577, kb_relative_information_score: 0.0595, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8891, number_of_instances: 45211, precision: 0.8644, predictive_accuracy: 0.8891, prior_entropy: 0.5206, relative_absolute_error: 0.7966, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.8977, unweighted_recall: 0.5932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6972, f_measure: 0.8835, kappa: 0.4192, kb_relative_information_score: 0.29, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8871, number_of_instances: 45211, precision: 0.8806, predictive_accuracy: 0.8871, prior_entropy: 0.5206, relative_absolute_error: 0.5463, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.336, root_relative_squared_error: 1.0453, unweighted_recall: 0.6972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6401, f_measure: 0.8831, kappa: 0.3668, kb_relative_information_score: 0.3715, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9001, number_of_instances: 45211, precision: 0.884, predictive_accuracy: 0.9001, prior_entropy: 0.5206, relative_absolute_error: 0.4836, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.9835, unweighted_recall: 0.6401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6716, f_measure: 0.893, kappa: 0.4295, kb_relative_information_score: 0.4076, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9058, number_of_instances: 45211, precision: 0.8929, predictive_accuracy: 0.9058, prior_entropy: 0.5206, relative_absolute_error: 0.4558, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3069, root_relative_squared_error: 0.9548, unweighted_recall: 0.6716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6548, f_measure: 0.8882, kappa: 0.398, kb_relative_information_score: 0.3917, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9033, number_of_instances: 45211, precision: 0.889, predictive_accuracy: 0.9033, prior_entropy: 0.5206, relative_absolute_error: 0.468, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.311, root_relative_squared_error: 0.9675, unweighted_recall: 0.6548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6781, f_measure: 0.8789, kappa: 0.3889, kb_relative_information_score: 0.2726, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8844, number_of_instances: 45211, precision: 0.8749, predictive_accuracy: 0.8844, prior_entropy: 0.5206, relative_absolute_error: 0.5597, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3401, root_relative_squared_error: 1.058, unweighted_recall: 0.6781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.8784, kappa: 0.3966, kb_relative_information_score: 0.2555, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8816, number_of_instances: 45211, precision: 0.8757, predictive_accuracy: 0.8816, prior_entropy: 0.5206, relative_absolute_error: 0.5728, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.344, root_relative_squared_error: 1.0704, unweighted_recall: 0.6883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6541, f_measure: 0.877, kappa: 0.3606, kb_relative_information_score: 0.29, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8871, number_of_instances: 45211, precision: 0.8718, predictive_accuracy: 0.8871, prior_entropy: 0.5206, relative_absolute_error: 0.5463, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.336, root_relative_squared_error: 1.0453, unweighted_recall: 0.6541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6094, f_measure: 0.8652, kappa: 0.2777, kb_relative_information_score: 0.2604, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8824, number_of_instances: 45211, precision: 0.8588, predictive_accuracy: 0.8824, prior_entropy: 0.5206, relative_absolute_error: 0.5691, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3429, root_relative_squared_error: 1.0669, unweighted_recall: 0.6094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5745, f_measure: 0.8547, kappa: 0.2029, kb_relative_information_score: 0.2395, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8791, number_of_instances: 45211, precision: 0.8474, predictive_accuracy: 0.8791, prior_entropy: 0.5206, relative_absolute_error: 0.5852, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3477, root_relative_squared_error: 1.0818, unweighted_recall: 0.5745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6784, f_measure: 0.8944, kappa: 0.4399, kb_relative_information_score: 0.4098, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9062, number_of_instances: 45211, precision: 0.8936, predictive_accuracy: 0.9062, prior_entropy: 0.5206, relative_absolute_error: 0.4541, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3063, root_relative_squared_error: 0.953, unweighted_recall: 0.6784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6125, f_measure: 0.8744, kappa: 0.309, kb_relative_information_score: 0.3461, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.2066, weighted_recall: 0.896, number_of_instances: 45211, precision: 0.8771, predictive_accuracy: 0.896, prior_entropy: 0.5206, relative_absolute_error: 0.5032, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3224, root_relative_squared_error: 1.0032, unweighted_recall: 0.6125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.902, kappa: 0.4973, kb_relative_information_score: 0.2534, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9084, number_of_instances: 45211, precision: 0.8994, predictive_accuracy: 0.9084, prior_entropy: 0.5206, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.7755, unweighted_recall: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8662, kappa: 0.2561, kb_relative_information_score: 0.1025, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.2066, weighted_recall: 0.892, number_of_instances: 45211, precision: 0.8696, predictive_accuracy: 0.892, prior_entropy: 0.5206, relative_absolute_error: 0.8244, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.9078, unweighted_recall: 0.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9007, kappa: 0.4875, kb_relative_information_score: 0.2434, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9081, number_of_instances: 45211, precision: 0.8982, predictive_accuracy: 0.9081, prior_entropy: 0.5206, relative_absolute_error: 0.6139, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2497, root_relative_squared_error: 0.7768, unweighted_recall: 0.7116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8981, kappa: 0.4834, kb_relative_information_score: 0.2755, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9033, number_of_instances: 45211, precision: 0.8951, predictive_accuracy: 0.9033, prior_entropy: 0.5206, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.8045, unweighted_recall: 0.7189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8981, kappa: 0.4834, kb_relative_information_score: 0.2755, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9033, number_of_instances: 45211, precision: 0.8951, predictive_accuracy: 0.9033, prior_entropy: 0.5206, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.8045, unweighted_recall: 0.7189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9011, kappa: 0.4902, kb_relative_information_score: 0.2462, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9083, number_of_instances: 45211, precision: 0.8986, predictive_accuracy: 0.9083, prior_entropy: 0.5206, relative_absolute_error: 0.6108, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.7764, unweighted_recall: 0.7134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8818, f_measure: 0.86, kappa: 0.2093, kb_relative_information_score: 0.1063, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8919, number_of_instances: 45211, precision: 0.8714, predictive_accuracy: 0.8919, prior_entropy: 0.5206, relative_absolute_error: 0.8257, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.287, root_relative_squared_error: 0.8931, unweighted_recall: 0.5692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.902, kappa: 0.4973, kb_relative_information_score: 0.2534, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9084, number_of_instances: 45211, precision: 0.8994, predictive_accuracy: 0.9084, prior_entropy: 0.5206, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.7755, unweighted_recall: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5858, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 0.326, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8929, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5206, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3273, root_relative_squared_error: 1.0184, unweighted_recall: 0.5858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6487, f_measure: 0.8862, kappa: 0.3855, kb_relative_information_score: 0.3839, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9021, number_of_instances: 45211, precision: 0.8871, predictive_accuracy: 0.9021, prior_entropy: 0.5206, relative_absolute_error: 0.474, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.313, root_relative_squared_error: 0.9737, unweighted_recall: 0.6487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6241, f_measure: 0.8797, kappa: 0.339, kb_relative_information_score: 0.3714, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9001, number_of_instances: 45211, precision: 0.8842, predictive_accuracy: 0.9001, prior_entropy: 0.5206, relative_absolute_error: 0.4837, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.9836, unweighted_recall: 0.6241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6251, f_measure: 0.8786, kappa: 0.3366, kb_relative_information_score: 0.3589, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8981, number_of_instances: 45211, precision: 0.8806, predictive_accuracy: 0.8981, prior_entropy: 0.5206, relative_absolute_error: 0.4933, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.9933, unweighted_recall: 0.6251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6005, f_measure: 0.8703, kappa: 0.2821, kb_relative_information_score: 0.335, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8943, number_of_instances: 45211, precision: 0.874, predictive_accuracy: 0.8943, prior_entropy: 0.5206, relative_absolute_error: 0.5117, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3252, root_relative_squared_error: 1.0117, unweighted_recall: 0.6005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6918, f_measure: 0.8967, kappa: 0.4584, kb_relative_information_score: 0.4109, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9064, number_of_instances: 45211, precision: 0.8947, predictive_accuracy: 0.9064, prior_entropy: 0.5206, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.306, root_relative_squared_error: 0.9521, unweighted_recall: 0.6918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6839, f_measure: 0.8956, kappa: 0.4485, kb_relative_information_score: 0.4122, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9065, number_of_instances: 45211, precision: 0.8943, predictive_accuracy: 0.9065, prior_entropy: 0.5206, relative_absolute_error: 0.4523, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.9511, unweighted_recall: 0.6839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.8698, kappa: 0.2786, kb_relative_information_score: 0.3337, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8941, number_of_instances: 45211, precision: 0.8736, predictive_accuracy: 0.8941, prior_entropy: 0.5206, relative_absolute_error: 0.5127, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3255, root_relative_squared_error: 1.0126, unweighted_recall: 0.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6571, f_measure: 0.889, kappa: 0.4028, kb_relative_information_score: 0.3946, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9038, number_of_instances: 45211, precision: 0.8897, predictive_accuracy: 0.9038, prior_entropy: 0.5206, relative_absolute_error: 0.4658, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.9652, unweighted_recall: 0.6571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5947, f_measure: 0.8684, kappa: 0.2688, kb_relative_information_score: 0.3304, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8935, number_of_instances: 45211, precision: 0.8726, predictive_accuracy: 0.8935, prior_entropy: 0.5206, relative_absolute_error: 0.5152, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3263, root_relative_squared_error: 1.0152, unweighted_recall: 0.5947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5964, f_measure: 0.8689, kappa: 0.2726, kb_relative_information_score: 0.3312, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8937, number_of_instances: 45211, precision: 0.8729, predictive_accuracy: 0.8937, prior_entropy: 0.5206, relative_absolute_error: 0.5146, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3261, root_relative_squared_error: 1.0145, unweighted_recall: 0.5964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6671, f_measure: 0.8917, kappa: 0.4211, kb_relative_information_score: 0.403, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9051, number_of_instances: 45211, precision: 0.8917, predictive_accuracy: 0.9051, prior_entropy: 0.5206, relative_absolute_error: 0.4594, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.9585, unweighted_recall: 0.6671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.647, f_measure: 0.8855, kappa: 0.3816, kb_relative_information_score: 0.3809, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9016, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9016, prior_entropy: 0.5206, relative_absolute_error: 0.4764, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3137, root_relative_squared_error: 0.9761, unweighted_recall: 0.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5881, f_measure: 0.8662, kappa: 0.2537, kb_relative_information_score: 0.3259, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8928, number_of_instances: 45211, precision: 0.8714, predictive_accuracy: 0.8928, prior_entropy: 0.5206, relative_absolute_error: 0.5187, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3274, root_relative_squared_error: 1.0185, unweighted_recall: 0.5881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6185, f_measure: 0.8758, kappa: 0.3203, kb_relative_information_score: 0.3465, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8961, number_of_instances: 45211, precision: 0.8772, predictive_accuracy: 0.8961, prior_entropy: 0.5206, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3223, root_relative_squared_error: 1.0029, unweighted_recall: 0.6185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6018, f_measure: 0.8707, kappa: 0.2848, kb_relative_information_score: 0.3359, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8944, number_of_instances: 45211, precision: 0.8742, predictive_accuracy: 0.8944, prior_entropy: 0.5206, relative_absolute_error: 0.511, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3249, root_relative_squared_error: 1.0109, unweighted_recall: 0.6018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8981, kappa: 0.4834, kb_relative_information_score: 0.2755, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9033, number_of_instances: 45211, precision: 0.8951, predictive_accuracy: 0.9033, prior_entropy: 0.5206, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.8045, unweighted_recall: 0.7189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6531, f_measure: 0.8877, kappa: 0.3946, kb_relative_information_score: 0.3895, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9029, number_of_instances: 45211, precision: 0.8884, predictive_accuracy: 0.9029, prior_entropy: 0.5206, relative_absolute_error: 0.4698, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3115, root_relative_squared_error: 0.9693, unweighted_recall: 0.6531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6657, f_measure: 0.8915, kappa: 0.4192, kb_relative_information_score: 0.4034, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9052, number_of_instances: 45211, precision: 0.8918, predictive_accuracy: 0.9052, prior_entropy: 0.5206, relative_absolute_error: 0.459, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.308, root_relative_squared_error: 0.9582, unweighted_recall: 0.6657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9011, kappa: 0.4897, kb_relative_information_score: 0.2463, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9082, number_of_instances: 45211, precision: 0.8985, predictive_accuracy: 0.9082, prior_entropy: 0.5206, relative_absolute_error: 0.6108, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.7763, unweighted_recall: 0.7132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8809, f_measure: 0.8579, kappa: 0.1949, kb_relative_information_score: 0.0778, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8913, number_of_instances: 45211, precision: 0.8706, predictive_accuracy: 0.8913, prior_entropy: 0.5206, relative_absolute_error: 0.8796, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9331, unweighted_recall: 0.5637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6796, f_measure: 0.8946, kappa: 0.4416, kb_relative_information_score: 0.4098, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9062, number_of_instances: 45211, precision: 0.8936, predictive_accuracy: 0.9062, prior_entropy: 0.5206, relative_absolute_error: 0.4541, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3063, root_relative_squared_error: 0.953, unweighted_recall: 0.6796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7052, f_measure: 0.896, kappa: 0.4662, kb_relative_information_score: 0.3892, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9029, number_of_instances: 45211, precision: 0.8928, predictive_accuracy: 0.9029, prior_entropy: 0.5206, relative_absolute_error: 0.47, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3116, root_relative_squared_error: 0.9695, unweighted_recall: 0.7052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6417, f_measure: 0.8841, kappa: 0.3718, kb_relative_information_score: 0.3778, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9011, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.9011, prior_entropy: 0.5206, relative_absolute_error: 0.4787, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3145, root_relative_squared_error: 0.9785, unweighted_recall: 0.6417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6801, f_measure: 0.8946, kappa: 0.4419, kb_relative_information_score: 0.4088, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.2066, weighted_recall: 0.906, number_of_instances: 45211, precision: 0.8935, predictive_accuracy: 0.906, prior_entropy: 0.5206, relative_absolute_error: 0.4549, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3066, root_relative_squared_error: 0.9538, unweighted_recall: 0.6801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6606, f_measure: 0.8901, kappa: 0.4097, kb_relative_information_score: 0.3985, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9044, number_of_instances: 45211, precision: 0.8906, predictive_accuracy: 0.9044, prior_entropy: 0.5206, relative_absolute_error: 0.4628, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3092, root_relative_squared_error: 0.9621, unweighted_recall: 0.6606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5962, f_measure: 0.8689, kappa: 0.2722, kb_relative_information_score: 0.3315, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8937, number_of_instances: 45211, precision: 0.873, predictive_accuracy: 0.8937, prior_entropy: 0.5206, relative_absolute_error: 0.5144, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.326, root_relative_squared_error: 1.0143, unweighted_recall: 0.5962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7031, f_measure: 0.8978, kappa: 0.4711, kb_relative_information_score: 0.4072, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9058, number_of_instances: 45211, precision: 0.8951, predictive_accuracy: 0.9058, prior_entropy: 0.5206, relative_absolute_error: 0.4562, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.307, root_relative_squared_error: 0.9552, unweighted_recall: 0.7031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5885, f_measure: 0.8663, kappa: 0.2544, kb_relative_information_score: 0.326, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8929, number_of_instances: 45211, precision: 0.8714, predictive_accuracy: 0.8929, prior_entropy: 0.5206, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3273, root_relative_squared_error: 1.0184, unweighted_recall: 0.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6714, f_measure: 0.8926, kappa: 0.4278, kb_relative_information_score: 0.404, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9052, number_of_instances: 45211, precision: 0.8921, predictive_accuracy: 0.9052, prior_entropy: 0.5206, relative_absolute_error: 0.4586, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3078, root_relative_squared_error: 0.9578, unweighted_recall: 0.6714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5938, f_measure: 0.8326, kappa: 0.1883, kb_relative_information_score: -0.0517, mean_absolute_error: 0.1672, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8328, number_of_instances: 45211, precision: 0.8323, predictive_accuracy: 0.8328, prior_entropy: 0.5206, relative_absolute_error: 0.8092, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.4089, root_relative_squared_error: 1.2722, unweighted_recall: 0.5938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.902, kappa: 0.4973, kb_relative_information_score: 0.2534, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9084, number_of_instances: 45211, precision: 0.8994, predictive_accuracy: 0.9084, prior_entropy: 0.5206, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.7755, unweighted_recall: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.902, kappa: 0.4973, kb_relative_information_score: 0.2534, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9084, number_of_instances: 45211, precision: 0.8994, predictive_accuracy: 0.9084, prior_entropy: 0.5206, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.7755, unweighted_recall: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2641, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.2066, weighted_recall: 0.883, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5206, relative_absolute_error: 0.5662, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.342, root_relative_squared_error: 1.0642, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5068, f_measure: 0.8312, kappa: 0.023, kb_relative_information_score: 0.2545, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8815, number_of_instances: 45211, precision: 0.8236, predictive_accuracy: 0.8815, prior_entropy: 0.5206, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3443, root_relative_squared_error: 1.0711, unweighted_recall: 0.5068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6342, f_measure: 0.8811, kappa: 0.3542, kb_relative_information_score: 0.3639, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8989, number_of_instances: 45211, precision: 0.882, predictive_accuracy: 0.8989, prior_entropy: 0.5206, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.318, root_relative_squared_error: 0.9894, unweighted_recall: 0.6342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6613, f_measure: 0.8903, kappa: 0.411, kb_relative_information_score: 0.3992, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9045, number_of_instances: 45211, precision: 0.8908, predictive_accuracy: 0.9045, prior_entropy: 0.5206, relative_absolute_error: 0.4623, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9615, unweighted_recall: 0.6613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7084, f_measure: 0.8948, kappa: 0.4645, kb_relative_information_score: 0.3754, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9007, number_of_instances: 45211, precision: 0.8915, predictive_accuracy: 0.9007, prior_entropy: 0.5206, relative_absolute_error: 0.4806, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.9804, unweighted_recall: 0.7084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.902, kappa: 0.4973, kb_relative_information_score: 0.2534, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9084, number_of_instances: 45211, precision: 0.8994, predictive_accuracy: 0.9084, prior_entropy: 0.5206, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.7755, unweighted_recall: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6091, f_measure: 0.873, kappa: 0.3007, kb_relative_information_score: 0.3407, mean_absolute_error: 0.1048, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8952, number_of_instances: 45211, precision: 0.8756, predictive_accuracy: 0.8952, prior_entropy: 0.5206, relative_absolute_error: 0.5073, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3238, root_relative_squared_error: 1.0073, unweighted_recall: 0.6091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5893, f_measure: 0.8665, kappa: 0.2563, kb_relative_information_score: 0.3263, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8929, number_of_instances: 45211, precision: 0.8715, predictive_accuracy: 0.8929, prior_entropy: 0.5206, relative_absolute_error: 0.5184, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3273, root_relative_squared_error: 1.0182, unweighted_recall: 0.5893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.8829, kappa: 0.3635, kb_relative_information_score: 0.3745, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9006, number_of_instances: 45211, precision: 0.8847, predictive_accuracy: 0.9006, prior_entropy: 0.5206, relative_absolute_error: 0.4813, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.9812, unweighted_recall: 0.6375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6402, f_measure: 0.8833, kappa: 0.3674, kb_relative_information_score: 0.3724, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9002, number_of_instances: 45211, precision: 0.8842, predictive_accuracy: 0.9002, prior_entropy: 0.5206, relative_absolute_error: 0.4829, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3159, root_relative_squared_error: 0.9828, unweighted_recall: 0.6402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6098, f_measure: 0.8733, kappa: 0.3022, kb_relative_information_score: 0.3412, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8953, number_of_instances: 45211, precision: 0.8757, predictive_accuracy: 0.8953, prior_entropy: 0.5206, relative_absolute_error: 0.5069, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3236, root_relative_squared_error: 1.0069, unweighted_recall: 0.6098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5871, f_measure: 0.8658, kappa: 0.2513, kb_relative_information_score: 0.3254, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8927, number_of_instances: 45211, precision: 0.8713, predictive_accuracy: 0.8927, prior_entropy: 0.5206, relative_absolute_error: 0.5191, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3275, root_relative_squared_error: 1.019, unweighted_recall: 0.5871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5881, f_measure: 0.8662, kappa: 0.2537, kb_relative_information_score: 0.3259, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8928, number_of_instances: 45211, precision: 0.8714, predictive_accuracy: 0.8928, prior_entropy: 0.5206, relative_absolute_error: 0.5187, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3274, root_relative_squared_error: 1.0185, unweighted_recall: 0.5881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5959, f_measure: 0.8688, kappa: 0.2717, kb_relative_information_score: 0.3319, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8938, number_of_instances: 45211, precision: 0.8731, predictive_accuracy: 0.8938, prior_entropy: 0.5206, relative_absolute_error: 0.5141, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3259, root_relative_squared_error: 1.014, unweighted_recall: 0.5959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8281, kappa: -0, kb_relative_information_score: 0.264, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.2066, weighted_recall: 0.883, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5206, relative_absolute_error: 0.5663, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3421, root_relative_squared_error: 1.0643, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2641, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.2066, weighted_recall: 0.883, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5206, relative_absolute_error: 0.5662, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.342, root_relative_squared_error: 1.0642, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5227, f_measure: 0.8402, kappa: 0.0767, kb_relative_information_score: 0.2888, mean_absolute_error: 0.1131, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8869, number_of_instances: 45211, precision: 0.8744, predictive_accuracy: 0.8869, prior_entropy: 0.5206, relative_absolute_error: 0.5473, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3363, root_relative_squared_error: 1.0462, unweighted_recall: 0.5227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6106, f_measure: 0.8739, kappa: 0.3053, kb_relative_information_score: 0.3458, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.2066, weighted_recall: 0.896, number_of_instances: 45211, precision: 0.8771, predictive_accuracy: 0.896, prior_entropy: 0.5206, relative_absolute_error: 0.5034, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3225, root_relative_squared_error: 1.0034, unweighted_recall: 0.6106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6442, f_measure: 0.8846, kappa: 0.3759, kb_relative_information_score: 0.3777, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9011, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.9011, prior_entropy: 0.5206, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3145, root_relative_squared_error: 0.9787, unweighted_recall: 0.6442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5883, f_measure: 0.8662, kappa: 0.2541, kb_relative_information_score: 0.3262, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8929, number_of_instances: 45211, precision: 0.8715, predictive_accuracy: 0.8929, prior_entropy: 0.5206, relative_absolute_error: 0.5185, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3273, root_relative_squared_error: 1.0183, unweighted_recall: 0.5883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.665, f_measure: 0.8912, kappa: 0.4175, kb_relative_information_score: 0.4017, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9049, number_of_instances: 45211, precision: 0.8914, predictive_accuracy: 0.9049, prior_entropy: 0.5206, relative_absolute_error: 0.4603, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.9595, unweighted_recall: 0.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5976, f_measure: 0.8694, kappa: 0.2756, kb_relative_information_score: 0.3329, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8939, number_of_instances: 45211, precision: 0.8734, predictive_accuracy: 0.8939, prior_entropy: 0.5206, relative_absolute_error: 0.5133, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3257, root_relative_squared_error: 1.0133, unweighted_recall: 0.5976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6068, f_measure: 0.8723, kappa: 0.2959, kb_relative_information_score: 0.3393, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.2066, weighted_recall: 0.895, number_of_instances: 45211, precision: 0.8752, predictive_accuracy: 0.895, prior_entropy: 0.5206, relative_absolute_error: 0.5084, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3241, root_relative_squared_error: 1.0084, unweighted_recall: 0.6068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6748, f_measure: 0.8936, kappa: 0.4342, kb_relative_information_score: 0.4081, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9059, number_of_instances: 45211, precision: 0.8931, predictive_accuracy: 0.9059, prior_entropy: 0.5206, relative_absolute_error: 0.4554, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.9544, unweighted_recall: 0.6748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6864, f_measure: 0.8956, kappa: 0.4506, kb_relative_information_score: 0.4092, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9061, number_of_instances: 45211, precision: 0.894, predictive_accuracy: 0.9061, prior_entropy: 0.5206, relative_absolute_error: 0.4545, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.9535, unweighted_recall: 0.6864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6876, f_measure: 0.8952, kappa: 0.4498, kb_relative_information_score: 0.4037, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9052, number_of_instances: 45211, precision: 0.8931, predictive_accuracy: 0.9052, prior_entropy: 0.5206, relative_absolute_error: 0.4588, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.958, unweighted_recall: 0.6876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6578, f_measure: 0.8887, kappa: 0.4025, kb_relative_information_score: 0.3913, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9032, number_of_instances: 45211, precision: 0.8889, predictive_accuracy: 0.9032, prior_entropy: 0.5206, relative_absolute_error: 0.4684, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3111, root_relative_squared_error: 0.9679, unweighted_recall: 0.6578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5873, f_measure: 0.866, kappa: 0.252, kb_relative_information_score: 0.3266, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8929, number_of_instances: 45211, precision: 0.8717, predictive_accuracy: 0.8929, prior_entropy: 0.5206, relative_absolute_error: 0.5181, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3272, root_relative_squared_error: 1.018, unweighted_recall: 0.5873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5978, f_measure: 0.8694, kappa: 0.2759, kb_relative_information_score: 0.3324, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8939, number_of_instances: 45211, precision: 0.8732, predictive_accuracy: 0.8939, prior_entropy: 0.5206, relative_absolute_error: 0.5136, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3258, root_relative_squared_error: 1.0136, unweighted_recall: 0.5978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5858, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 0.326, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8929, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5206, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3273, root_relative_squared_error: 1.0184, unweighted_recall: 0.5858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6815, f_measure: 0.8952, kappa: 0.4453, kb_relative_information_score: 0.4123, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9066, number_of_instances: 45211, precision: 0.8942, predictive_accuracy: 0.9066, prior_entropy: 0.5206, relative_absolute_error: 0.4522, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.951, unweighted_recall: 0.6815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5937, f_measure: 0.868, kappa: 0.2664, kb_relative_information_score: 0.3294, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8934, number_of_instances: 45211, precision: 0.8724, predictive_accuracy: 0.8934, prior_entropy: 0.5206, relative_absolute_error: 0.516, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3265, root_relative_squared_error: 1.0159, unweighted_recall: 0.5937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.687, f_measure: 0.8959, kappa: 0.4521, kb_relative_information_score: 0.4109, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9064, number_of_instances: 45211, precision: 0.8943, predictive_accuracy: 0.9064, prior_entropy: 0.5206, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.306, root_relative_squared_error: 0.9521, unweighted_recall: 0.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8281, kappa: -0, kb_relative_information_score: 0.264, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.2066, weighted_recall: 0.883, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5206, relative_absolute_error: 0.5663, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3421, root_relative_squared_error: 1.0643, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5868, f_measure: 0.8658, kappa: 0.2509, kb_relative_information_score: 0.326, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8929, number_of_instances: 45211, precision: 0.8715, predictive_accuracy: 0.8929, prior_entropy: 0.5206, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3273, root_relative_squared_error: 1.0184, unweighted_recall: 0.5868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6201, f_measure: 0.8769, kappa: 0.3255, kb_relative_information_score: 0.3535, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8972, number_of_instances: 45211, precision: 0.8791, predictive_accuracy: 0.8972, prior_entropy: 0.5206, relative_absolute_error: 0.4975, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.9975, unweighted_recall: 0.6201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5858, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 0.326, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8929, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5206, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3273, root_relative_squared_error: 1.0184, unweighted_recall: 0.5858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5858, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 0.326, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8929, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5206, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3273, root_relative_squared_error: 1.0184, unweighted_recall: 0.5858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6564, f_measure: 0.8888, kappa: 0.4014, kb_relative_information_score: 0.3938, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9036, number_of_instances: 45211, precision: 0.8895, predictive_accuracy: 0.9036, prior_entropy: 0.5206, relative_absolute_error: 0.4664, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3104, root_relative_squared_error: 0.9659, unweighted_recall: 0.6564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5889, f_measure: 0.8664, kappa: 0.2553, kb_relative_information_score: 0.3256, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8928, number_of_instances: 45211, precision: 0.8713, predictive_accuracy: 0.8928, prior_entropy: 0.5206, relative_absolute_error: 0.5189, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3274, root_relative_squared_error: 1.0187, unweighted_recall: 0.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5039, f_measure: 0.8302, kappa: 0.0137, kb_relative_information_score: 0.265, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8831, number_of_instances: 45211, precision: 0.8429, predictive_accuracy: 0.8831, prior_entropy: 0.5206, relative_absolute_error: 0.5656, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3418, root_relative_squared_error: 1.0636, unweighted_recall: 0.5039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.902, kappa: 0.4973, kb_relative_information_score: 0.2534, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9084, number_of_instances: 45211, precision: 0.8994, predictive_accuracy: 0.9084, prior_entropy: 0.5206, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.7755, unweighted_recall: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6735, f_measure: 0.8933, kappa: 0.4322, kb_relative_information_score: 0.4073, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9058, number_of_instances: 45211, precision: 0.8929, predictive_accuracy: 0.9058, prior_entropy: 0.5206, relative_absolute_error: 0.456, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.307, root_relative_squared_error: 0.9551, unweighted_recall: 0.6735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5368, f_measure: 0.8469, kappa: 0.1203, kb_relative_information_score: 0.3004, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8888, number_of_instances: 45211, precision: 0.8724, predictive_accuracy: 0.8888, prior_entropy: 0.5206, relative_absolute_error: 0.5383, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3335, root_relative_squared_error: 1.0376, unweighted_recall: 0.5368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.8747, kappa: 0.3119, kb_relative_information_score: 0.3441, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8957, number_of_instances: 45211, precision: 0.8766, predictive_accuracy: 0.8957, prior_entropy: 0.5206, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3229, root_relative_squared_error: 1.0047, unweighted_recall: 0.6144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5881, f_measure: 0.8662, kappa: 0.2536, kb_relative_information_score: 0.3258, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8928, number_of_instances: 45211, precision: 0.8714, predictive_accuracy: 0.8928, prior_entropy: 0.5206, relative_absolute_error: 0.5188, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3274, root_relative_squared_error: 1.0186, unweighted_recall: 0.5881,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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

OpenML APIs