OpenML
Supervised Classification on spambase

Supervised Classification on spambase

Task 43 Supervised Classification spambase 99454 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_70 study_98 study_99 under100k under1m
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99454 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.9114, kappa: 0.8147, kb_relative_information_score: 0.7902, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9113, number_of_instances: 4601, precision: 0.9116, predictive_accuracy: 0.9113, prior_entropy: 0.9674, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.5676, unweighted_recall: 0.9082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9057, kappa: 0.8023, kb_relative_information_score: 0.7719, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9059, number_of_instances: 4601, precision: 0.9057, predictive_accuracy: 0.9059, prior_entropy: 0.9674, relative_absolute_error: 0.2292, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.5696, unweighted_recall: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.9166, kappa: 0.825, kb_relative_information_score: 0.8099, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9168, number_of_instances: 4601, precision: 0.9166, predictive_accuracy: 0.9168, prior_entropy: 0.9674, relative_absolute_error: 0.1885, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.266, root_relative_squared_error: 0.5443, unweighted_recall: 0.9109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.8918, kappa: 0.773, kb_relative_information_score: 0.7065, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.4776, weighted_recall: 0.892, number_of_instances: 4601, precision: 0.8917, predictive_accuracy: 0.892, prior_entropy: 0.9674, relative_absolute_error: 0.3037, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.5798, unweighted_recall: 0.8852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.8843, kappa: 0.757, kb_relative_information_score: 0.6739, mean_absolute_error: 0.1628, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8848, number_of_instances: 4601, precision: 0.8844, predictive_accuracy: 0.8848, prior_entropy: 0.9674, relative_absolute_error: 0.3409, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.5974, unweighted_recall: 0.8757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8996, kappa: 0.7896, kb_relative_information_score: 0.7487, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8998, number_of_instances: 4601, precision: 0.8996, predictive_accuracy: 0.8998, prior_entropy: 0.9674, relative_absolute_error: 0.2556, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2786, root_relative_squared_error: 0.5702, unweighted_recall: 0.8936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.8917, kappa: 0.7719, kb_relative_information_score: 0.7166, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8924, number_of_instances: 4601, precision: 0.8923, predictive_accuracy: 0.8924, prior_entropy: 0.9674, relative_absolute_error: 0.2911, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.5839, unweighted_recall: 0.8812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8629, kappa: 0.712, kb_relative_information_score: 0.6241, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8635, number_of_instances: 4601, precision: 0.8629, predictive_accuracy: 0.8635, prior_entropy: 0.9674, relative_absolute_error: 0.3897, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3134, root_relative_squared_error: 0.6415, unweighted_recall: 0.8533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.911, kappa: 0.8134, kb_relative_information_score: 0.7634, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9111, number_of_instances: 4601, precision: 0.911, predictive_accuracy: 0.9111, prior_entropy: 0.9674, relative_absolute_error: 0.2437, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.5317, unweighted_recall: 0.9058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.898, kappa: 0.7862, kb_relative_information_score: 0.7283, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8981, number_of_instances: 4601, precision: 0.8979, predictive_accuracy: 0.8981, prior_entropy: 0.9674, relative_absolute_error: 0.2793, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.5656, unweighted_recall: 0.8924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.913, kappa: 0.8173, kb_relative_information_score: 0.7621, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9133, number_of_instances: 4601, precision: 0.9131, predictive_accuracy: 0.9133, prior_entropy: 0.9674, relative_absolute_error: 0.2455, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2623, root_relative_squared_error: 0.5369, unweighted_recall: 0.9061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.903, kappa: 0.7967, kb_relative_information_score: 0.7374, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9031, number_of_instances: 4601, precision: 0.9029, predictive_accuracy: 0.9031, prior_entropy: 0.9674, relative_absolute_error: 0.2724, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.267, root_relative_squared_error: 0.5464, unweighted_recall: 0.8977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.9172, kappa: 0.8262, kb_relative_information_score: 0.7998, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9174, number_of_instances: 4601, precision: 0.9172, predictive_accuracy: 0.9174, prior_entropy: 0.9674, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.5376, unweighted_recall: 0.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.8827, kappa: 0.7534, kb_relative_information_score: 0.6861, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8833, number_of_instances: 4601, precision: 0.8829, predictive_accuracy: 0.8833, prior_entropy: 0.9674, relative_absolute_error: 0.3245, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.592, unweighted_recall: 0.8734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.9095, kappa: 0.81, kb_relative_information_score: 0.7637, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9098, number_of_instances: 4601, precision: 0.9096, predictive_accuracy: 0.9098, prior_entropy: 0.9674, relative_absolute_error: 0.242, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.5436, unweighted_recall: 0.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.8637, kappa: 0.7136, kb_relative_information_score: 0.6324, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8644, number_of_instances: 4601, precision: 0.8638, predictive_accuracy: 0.8644, prior_entropy: 0.9674, relative_absolute_error: 0.3821, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3096, root_relative_squared_error: 0.6336, unweighted_recall: 0.8538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9506, f_measure: 0.899, kappa: 0.788, kb_relative_information_score: 0.7295, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8994, number_of_instances: 4601, precision: 0.8991, predictive_accuracy: 0.8994, prior_entropy: 0.9674, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.5676, unweighted_recall: 0.8916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8918, kappa: 0.7732, kb_relative_information_score: 0.705, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.4776, weighted_recall: 0.892, number_of_instances: 4601, precision: 0.8917, predictive_accuracy: 0.892, prior_entropy: 0.9674, relative_absolute_error: 0.3047, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.5801, unweighted_recall: 0.8855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.8896, kappa: 0.7681, kb_relative_information_score: 0.7117, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.4776, weighted_recall: 0.89, number_of_instances: 4601, precision: 0.8897, predictive_accuracy: 0.89, prior_entropy: 0.9674, relative_absolute_error: 0.2966, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.5797, unweighted_recall: 0.8814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.9059, kappa: 0.8027, kb_relative_information_score: 0.7428, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9061, number_of_instances: 4601, precision: 0.9059, predictive_accuracy: 0.9061, prior_entropy: 0.9674, relative_absolute_error: 0.2643, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5565, unweighted_recall: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8796, kappa: 0.7476, kb_relative_information_score: 0.6755, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8798, number_of_instances: 4601, precision: 0.8795, predictive_accuracy: 0.8798, prior_entropy: 0.9674, relative_absolute_error: 0.3361, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.5986, unweighted_recall: 0.8727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8415, kappa: 0.6661, kb_relative_information_score: 0.5849, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8429, number_of_instances: 4601, precision: 0.8421, predictive_accuracy: 0.8429, prior_entropy: 0.9674, relative_absolute_error: 0.4308, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6749, unweighted_recall: 0.8283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8977, kappa: 0.7855, kb_relative_information_score: 0.7387, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8978, number_of_instances: 4601, precision: 0.8976, predictive_accuracy: 0.8978, prior_entropy: 0.9674, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.5695, unweighted_recall: 0.8916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.9073, kappa: 0.8051, kb_relative_information_score: 0.7491, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9076, number_of_instances: 4601, precision: 0.9074, predictive_accuracy: 0.9076, prior_entropy: 0.9674, relative_absolute_error: 0.2597, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.5392, unweighted_recall: 0.8996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8925, kappa: 0.7742, kb_relative_information_score: 0.7187, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8928, number_of_instances: 4601, precision: 0.8925, predictive_accuracy: 0.8928, prior_entropy: 0.9674, relative_absolute_error: 0.2884, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.283, root_relative_squared_error: 0.5793, unweighted_recall: 0.8847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9119, kappa: 0.8151, kb_relative_information_score: 0.7911, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9122, number_of_instances: 4601, precision: 0.912, predictive_accuracy: 0.9122, prior_entropy: 0.9674, relative_absolute_error: 0.2104, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.261, root_relative_squared_error: 0.5342, unweighted_recall: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.8913, kappa: 0.7714, kb_relative_information_score: 0.7202, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8918, number_of_instances: 4601, precision: 0.8914, predictive_accuracy: 0.8918, prior_entropy: 0.9674, relative_absolute_error: 0.2878, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2802, root_relative_squared_error: 0.5735, unweighted_recall: 0.8824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.9033, kappa: 0.7968, kb_relative_information_score: 0.7573, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9037, number_of_instances: 4601, precision: 0.9035, predictive_accuracy: 0.9037, prior_entropy: 0.9674, relative_absolute_error: 0.247, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.5519, unweighted_recall: 0.8954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9076, kappa: 0.8059, kb_relative_information_score: 0.7561, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9078, number_of_instances: 4601, precision: 0.9076, predictive_accuracy: 0.9078, prior_entropy: 0.9674, relative_absolute_error: 0.2504, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.5543, unweighted_recall: 0.9007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.9186, kappa: 0.8292, kb_relative_information_score: 0.7972, mean_absolute_error: 0.0975, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9187, number_of_instances: 4601, precision: 0.9185, predictive_accuracy: 0.9187, prior_entropy: 0.9674, relative_absolute_error: 0.2042, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.5334, unweighted_recall: 0.9131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.9209, kappa: 0.834, kb_relative_information_score: 0.806, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9211, number_of_instances: 4601, precision: 0.9209, predictive_accuracy: 0.9211, prior_entropy: 0.9674, relative_absolute_error: 0.196, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.5098, unweighted_recall: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9098, kappa: 0.8109, kb_relative_information_score: 0.761, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9098, number_of_instances: 4601, precision: 0.9097, predictive_accuracy: 0.9098, prior_entropy: 0.9674, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.262, root_relative_squared_error: 0.5362, unweighted_recall: 0.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.8621, kappa: 0.7108, kb_relative_information_score: 0.6381, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8624, number_of_instances: 4601, precision: 0.862, predictive_accuracy: 0.8624, prior_entropy: 0.9674, relative_absolute_error: 0.3715, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3119, root_relative_squared_error: 0.6383, unweighted_recall: 0.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.7709, kappa: 0.5177, kb_relative_information_score: 0.406, mean_absolute_error: 0.2922, mean_prior_absolute_error: 0.4776, weighted_recall: 0.787, number_of_instances: 4601, precision: 0.8124, predictive_accuracy: 0.787, prior_entropy: 0.9674, relative_absolute_error: 0.6118, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3823, root_relative_squared_error: 0.7823, unweighted_recall: 0.7394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.8947, kappa: 0.7788, kb_relative_information_score: 0.7296, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.4776, weighted_recall: 0.895, number_of_instances: 4601, precision: 0.8947, predictive_accuracy: 0.895, prior_entropy: 0.9674, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2798, root_relative_squared_error: 0.5726, unweighted_recall: 0.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9121, kappa: 0.8159, kb_relative_information_score: 0.7683, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9122, number_of_instances: 4601, precision: 0.9121, predictive_accuracy: 0.9122, prior_entropy: 0.9674, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.5251, unweighted_recall: 0.9075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.8468, kappa: 0.6769, kb_relative_information_score: 0.5694, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8485, number_of_instances: 4601, precision: 0.8482, predictive_accuracy: 0.8485, prior_entropy: 0.9674, relative_absolute_error: 0.449, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.683, unweighted_recall: 0.8323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.8786, kappa: 0.7455, kb_relative_information_score: 0.6765, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8787, number_of_instances: 4601, precision: 0.8785, predictive_accuracy: 0.8787, prior_entropy: 0.9674, relative_absolute_error: 0.335, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.5972, unweighted_recall: 0.8719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.9215, kappa: 0.8357, kb_relative_information_score: 0.7994, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9215, number_of_instances: 4601, precision: 0.9215, predictive_accuracy: 0.9215, prior_entropy: 0.9674, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.5127, unweighted_recall: 0.9177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.9205, kappa: 0.8331, kb_relative_information_score: 0.7998, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9207, number_of_instances: 4601, precision: 0.9205, predictive_accuracy: 0.9207, prior_entropy: 0.9674, relative_absolute_error: 0.2018, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.533, unweighted_recall: 0.9147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9461, f_measure: 0.884, kappa: 0.7568, kb_relative_information_score: 0.6998, mean_absolute_error: 0.1476, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8842, number_of_instances: 4601, precision: 0.8839, predictive_accuracy: 0.8842, prior_entropy: 0.9674, relative_absolute_error: 0.309, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.5901, unweighted_recall: 0.8774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8927, kappa: 0.775, kb_relative_information_score: 0.7417, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8928, number_of_instances: 4601, precision: 0.8926, predictive_accuracy: 0.8928, prior_entropy: 0.9674, relative_absolute_error: 0.2612, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2864, root_relative_squared_error: 0.5862, unweighted_recall: 0.8863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.8922, kappa: 0.7734, kb_relative_information_score: 0.7088, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8926, number_of_instances: 4601, precision: 0.8923, predictive_accuracy: 0.8926, prior_entropy: 0.9674, relative_absolute_error: 0.3017, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.28, root_relative_squared_error: 0.573, unweighted_recall: 0.8837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9232, kappa: 0.8389, kb_relative_information_score: 0.8172, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9233, number_of_instances: 4601, precision: 0.9231, predictive_accuracy: 0.9233, prior_entropy: 0.9674, relative_absolute_error: 0.1813, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.5276, unweighted_recall: 0.9182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.8962, kappa: 0.782, kb_relative_information_score: 0.7241, mean_absolute_error: 0.1356, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8965, number_of_instances: 4601, precision: 0.8962, predictive_accuracy: 0.8965, prior_entropy: 0.9674, relative_absolute_error: 0.284, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2817, root_relative_squared_error: 0.5765, unweighted_recall: 0.8886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8578, f_measure: 0.8214, kappa: 0.6234, kb_relative_information_score: 0.4793, mean_absolute_error: 0.2623, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8231, number_of_instances: 4601, precision: 0.822, predictive_accuracy: 0.8231, prior_entropy: 0.9674, relative_absolute_error: 0.5492, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.7506, unweighted_recall: 0.8067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.9032, kappa: 0.7969, kb_relative_information_score: 0.7796, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9033, number_of_instances: 4601, precision: 0.9031, predictive_accuracy: 0.9033, prior_entropy: 0.9674, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2929, root_relative_squared_error: 0.5995, unweighted_recall: 0.8974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9121, kappa: 0.8155, kb_relative_information_score: 0.7657, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9124, number_of_instances: 4601, precision: 0.9122, predictive_accuracy: 0.9124, prior_entropy: 0.9674, relative_absolute_error: 0.2416, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.258, root_relative_squared_error: 0.528, unweighted_recall: 0.9053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.8798, kappa: 0.7475, kb_relative_information_score: 0.6616, mean_absolute_error: 0.1689, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8802, number_of_instances: 4601, precision: 0.8798, predictive_accuracy: 0.8802, prior_entropy: 0.9674, relative_absolute_error: 0.3537, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.6034, unweighted_recall: 0.8712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.8797, kappa: 0.7474, kb_relative_information_score: 0.6755, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.4776, weighted_recall: 0.88, number_of_instances: 4601, precision: 0.8796, predictive_accuracy: 0.88, prior_entropy: 0.9674, relative_absolute_error: 0.3345, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2965, root_relative_squared_error: 0.6069, unweighted_recall: 0.8717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.9072, kappa: 0.8054, kb_relative_information_score: 0.7621, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9074, number_of_instances: 4601, precision: 0.9072, predictive_accuracy: 0.9074, prior_entropy: 0.9674, relative_absolute_error: 0.2432, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5448, unweighted_recall: 0.9013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8657, kappa: 0.7172, kb_relative_information_score: 0.6356, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8666, number_of_instances: 4601, precision: 0.866, predictive_accuracy: 0.8666, prior_entropy: 0.9674, relative_absolute_error: 0.3781, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3097, root_relative_squared_error: 0.6338, unweighted_recall: 0.8544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8549, kappa: 0.6956, kb_relative_information_score: 0.6115, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8552, number_of_instances: 4601, precision: 0.8548, predictive_accuracy: 0.8552, prior_entropy: 0.9674, relative_absolute_error: 0.4032, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.6526, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.923, kappa: 0.8385, kb_relative_information_score: 0.7965, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9231, number_of_instances: 4601, precision: 0.9229, predictive_accuracy: 0.9231, prior_entropy: 0.9674, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2486, root_relative_squared_error: 0.5087, unweighted_recall: 0.9184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.8541, kappa: 0.6937, kb_relative_information_score: 0.6103, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8546, number_of_instances: 4601, precision: 0.854, predictive_accuracy: 0.8546, prior_entropy: 0.9674, relative_absolute_error: 0.4019, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.653, unweighted_recall: 0.8447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.9119, kappa: 0.8151, kb_relative_information_score: 0.7618, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9122, number_of_instances: 4601, precision: 0.912, predictive_accuracy: 0.9122, prior_entropy: 0.9674, relative_absolute_error: 0.2448, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5448, unweighted_recall: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.9098, kappa: 0.8109, kb_relative_information_score: 0.7732, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.4776, weighted_recall: 0.91, number_of_instances: 4601, precision: 0.9098, predictive_accuracy: 0.91, prior_entropy: 0.9674, relative_absolute_error: 0.2309, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.5296, unweighted_recall: 0.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.8971, kappa: 0.7835, kb_relative_information_score: 0.7201, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8976, number_of_instances: 4601, precision: 0.8974, predictive_accuracy: 0.8976, prior_entropy: 0.9674, relative_absolute_error: 0.2891, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2771, root_relative_squared_error: 0.567, unweighted_recall: 0.8879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.9154, kappa: 0.8225, kb_relative_information_score: 0.8016, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9157, number_of_instances: 4601, precision: 0.9155, predictive_accuracy: 0.9157, prior_entropy: 0.9674, relative_absolute_error: 0.1982, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.555, unweighted_recall: 0.9092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.918, kappa: 0.8281, kb_relative_information_score: 0.8071, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9181, number_of_instances: 4601, precision: 0.9179, predictive_accuracy: 0.9181, prior_entropy: 0.9674, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.5378, unweighted_recall: 0.9132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.9062, kappa: 0.8035, kb_relative_information_score: 0.7586, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9063, number_of_instances: 4601, precision: 0.9062, predictive_accuracy: 0.9063, prior_entropy: 0.9674, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.5455, unweighted_recall: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.8841, kappa: 0.7563, kb_relative_information_score: 0.692, mean_absolute_error: 0.1513, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8846, number_of_instances: 4601, precision: 0.8842, predictive_accuracy: 0.8846, prior_entropy: 0.9674, relative_absolute_error: 0.3169, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.6004, unweighted_recall: 0.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.9021, kappa: 0.7944, kb_relative_information_score: 0.7482, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9024, number_of_instances: 4601, precision: 0.9021, predictive_accuracy: 0.9024, prior_entropy: 0.9674, relative_absolute_error: 0.2578, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.5589, unweighted_recall: 0.8949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.9081, kappa: 0.807, kb_relative_information_score: 0.7778, mean_absolute_error: 0.1074, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9085, number_of_instances: 4601, precision: 0.9083, predictive_accuracy: 0.9085, prior_entropy: 0.9674, relative_absolute_error: 0.2248, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.5474, unweighted_recall: 0.9007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, f_measure: 0.9069, kappa: 0.8049, kb_relative_information_score: 0.7888, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.4776, weighted_recall: 0.907, number_of_instances: 4601, precision: 0.9069, predictive_accuracy: 0.907, prior_entropy: 0.9674, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2738, root_relative_squared_error: 0.5603, unweighted_recall: 0.9019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.9162, kappa: 0.8243, kb_relative_information_score: 0.7909, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9163, number_of_instances: 4601, precision: 0.9162, predictive_accuracy: 0.9163, prior_entropy: 0.9674, relative_absolute_error: 0.2113, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.265, root_relative_squared_error: 0.5423, unweighted_recall: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9049, kappa: 0.8006, kb_relative_information_score: 0.7311, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.4776, weighted_recall: 0.905, number_of_instances: 4601, precision: 0.9048, predictive_accuracy: 0.905, prior_entropy: 0.9674, relative_absolute_error: 0.2794, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.553, unweighted_recall: 0.8992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8838, kappa: 0.7561, kb_relative_information_score: 0.6873, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8842, number_of_instances: 4601, precision: 0.8838, predictive_accuracy: 0.8842, prior_entropy: 0.9674, relative_absolute_error: 0.3242, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.5949, unweighted_recall: 0.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.8737, kappa: 0.7345, kb_relative_information_score: 0.653, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8744, number_of_instances: 4601, precision: 0.8739, predictive_accuracy: 0.8744, prior_entropy: 0.9674, relative_absolute_error: 0.3594, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.6126, unweighted_recall: 0.8639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.9133, kappa: 0.8182, kb_relative_information_score: 0.7636, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9135, number_of_instances: 4601, precision: 0.9133, predictive_accuracy: 0.9135, prior_entropy: 0.9674, relative_absolute_error: 0.2437, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.5409, unweighted_recall: 0.9077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.9086, kappa: 0.8081, kb_relative_information_score: 0.759, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9089, number_of_instances: 4601, precision: 0.9087, predictive_accuracy: 0.9089, prior_entropy: 0.9674, relative_absolute_error: 0.2478, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.5434, unweighted_recall: 0.9015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.9085, kappa: 0.8082, kb_relative_information_score: 0.7997, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9085, number_of_instances: 4601, precision: 0.9084, predictive_accuracy: 0.9085, prior_entropy: 0.9674, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.5888, unweighted_recall: 0.9038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.8692, kappa: 0.7244, kb_relative_information_score: 0.6403, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8702, number_of_instances: 4601, precision: 0.87, predictive_accuracy: 0.8702, prior_entropy: 0.9674, relative_absolute_error: 0.3725, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6265, unweighted_recall: 0.8572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.9101, kappa: 0.8115, kb_relative_information_score: 0.7701, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9102, number_of_instances: 4601, precision: 0.9101, predictive_accuracy: 0.9102, prior_entropy: 0.9674, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.5287, unweighted_recall: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9132, kappa: 0.8181, kb_relative_information_score: 0.7729, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9133, number_of_instances: 4601, precision: 0.9131, predictive_accuracy: 0.9133, prior_entropy: 0.9674, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.5333, unweighted_recall: 0.9083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8297, kappa: 0.6414, kb_relative_information_score: 0.5242, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8309, number_of_instances: 4601, precision: 0.8299, predictive_accuracy: 0.8309, prior_entropy: 0.9674, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.7199, unweighted_recall: 0.8167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.9145, kappa: 0.8206, kb_relative_information_score: 0.7886, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9146, number_of_instances: 4601, precision: 0.9144, predictive_accuracy: 0.9146, prior_entropy: 0.9674, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.5282, unweighted_recall: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.9031, kappa: 0.7974, kb_relative_information_score: 0.7687, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9031, number_of_instances: 4601, precision: 0.9033, predictive_accuracy: 0.9031, prior_entropy: 0.9674, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.5775, unweighted_recall: 0.8994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.8616, kappa: 0.7088, kb_relative_information_score: 0.5989, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8624, number_of_instances: 4601, precision: 0.8618, predictive_accuracy: 0.8624, prior_entropy: 0.9674, relative_absolute_error: 0.4233, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.6621, unweighted_recall: 0.8507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.8347, kappa: 0.6505, kb_relative_information_score: 0.5256, mean_absolute_error: 0.2392, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8376, number_of_instances: 4601, precision: 0.8386, predictive_accuracy: 0.8376, prior_entropy: 0.9674, relative_absolute_error: 0.5009, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.7124, unweighted_recall: 0.8164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.8838, kappa: 0.756, kb_relative_information_score: 0.6901, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8842, number_of_instances: 4601, precision: 0.8838, predictive_accuracy: 0.8842, prior_entropy: 0.9674, relative_absolute_error: 0.3211, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2903, root_relative_squared_error: 0.5942, unweighted_recall: 0.8758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.9049, kappa: 0.8005, kb_relative_information_score: 0.7749, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.4776, weighted_recall: 0.905, number_of_instances: 4601, precision: 0.9048, predictive_accuracy: 0.905, prior_entropy: 0.9674, relative_absolute_error: 0.2262, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.5844, unweighted_recall: 0.8991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.8945, kappa: 0.7783, kb_relative_information_score: 0.7232, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.4776, weighted_recall: 0.895, number_of_instances: 4601, precision: 0.8947, predictive_accuracy: 0.895, prior_entropy: 0.9674, relative_absolute_error: 0.2849, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.5747, unweighted_recall: 0.8859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, f_measure: 0.8553, kappa: 0.6946, kb_relative_information_score: 0.5611, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.4776, weighted_recall: 0.857, number_of_instances: 4601, precision: 0.8571, predictive_accuracy: 0.857, prior_entropy: 0.9674, relative_absolute_error: 0.4692, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.338, root_relative_squared_error: 0.6917, unweighted_recall: 0.8405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.9005, kappa: 0.7913, kb_relative_information_score: 0.7367, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9007, number_of_instances: 4601, precision: 0.9004, predictive_accuracy: 0.9007, prior_entropy: 0.9674, relative_absolute_error: 0.2699, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.5721, unweighted_recall: 0.8943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8608, kappa: 0.7069, kb_relative_information_score: 0.6111, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8618, number_of_instances: 4601, precision: 0.8612, predictive_accuracy: 0.8618, prior_entropy: 0.9674, relative_absolute_error: 0.404, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.6506, unweighted_recall: 0.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.8418, kappa: 0.6678, kb_relative_information_score: 0.5615, mean_absolute_error: 0.2181, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8422, number_of_instances: 4601, precision: 0.8416, predictive_accuracy: 0.8422, prior_entropy: 0.9674, relative_absolute_error: 0.4567, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.335, root_relative_squared_error: 0.6855, unweighted_recall: 0.8322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8822, kappa: 0.7518, kb_relative_information_score: 0.6944, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8831, number_of_instances: 4601, precision: 0.883, predictive_accuracy: 0.8831, prior_entropy: 0.9674, relative_absolute_error: 0.3136, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.5962, unweighted_recall: 0.8708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.8891, kappa: 0.767, kb_relative_information_score: 0.6815, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8896, number_of_instances: 4601, precision: 0.8892, predictive_accuracy: 0.8896, prior_entropy: 0.9674, relative_absolute_error: 0.3333, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2882, root_relative_squared_error: 0.5897, unweighted_recall: 0.8805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.8945, kappa: 0.7782, kb_relative_information_score: 0.7198, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.4776, weighted_recall: 0.895, number_of_instances: 4601, precision: 0.8948, predictive_accuracy: 0.895, prior_entropy: 0.9674, relative_absolute_error: 0.2889, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.5658, unweighted_recall: 0.8856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8797, kappa: 0.7471, kb_relative_information_score: 0.68, mean_absolute_error: 0.1577, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8802, number_of_instances: 4601, precision: 0.8798, predictive_accuracy: 0.8802, prior_entropy: 0.9674, relative_absolute_error: 0.3303, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.6001, unweighted_recall: 0.8703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.8644, kappa: 0.7148, kb_relative_information_score: 0.6183, mean_absolute_error: 0.1899, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8652, number_of_instances: 4601, precision: 0.8647, predictive_accuracy: 0.8652, prior_entropy: 0.9674, relative_absolute_error: 0.3977, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3134, root_relative_squared_error: 0.6414, unweighted_recall: 0.8536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.908, kappa: 0.8074, kb_relative_information_score: 0.7508, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9081, number_of_instances: 4601, precision: 0.908, predictive_accuracy: 0.9081, prior_entropy: 0.9674, relative_absolute_error: 0.2573, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.544, unweighted_recall: 0.9035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9179, kappa: 0.8277, kb_relative_information_score: 0.7926, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9181, number_of_instances: 4601, precision: 0.9179, predictive_accuracy: 0.9181, prior_entropy: 0.9674, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.5435, unweighted_recall: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9095, kappa: 0.8103, kb_relative_information_score: 0.7954, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9096, number_of_instances: 4601, precision: 0.9094, predictive_accuracy: 0.9096, prior_entropy: 0.9674, relative_absolute_error: 0.2023, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.289, root_relative_squared_error: 0.5914, unweighted_recall: 0.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.8998, kappa: 0.7897, kb_relative_information_score: 0.7511, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9, number_of_instances: 4601, precision: 0.8997, predictive_accuracy: 0.9, prior_entropy: 0.9674, relative_absolute_error: 0.2546, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.269, root_relative_squared_error: 0.5505, unweighted_recall: 0.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.8955, kappa: 0.7808, kb_relative_information_score: 0.7398, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8957, number_of_instances: 4601, precision: 0.8954, predictive_accuracy: 0.8957, prior_entropy: 0.9674, relative_absolute_error: 0.2644, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2835, root_relative_squared_error: 0.5801, unweighted_recall: 0.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.896, kappa: 0.7816, kb_relative_information_score: 0.7421, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8963, number_of_instances: 4601, precision: 0.896, predictive_accuracy: 0.8963, prior_entropy: 0.9674, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.281, root_relative_squared_error: 0.5751, unweighted_recall: 0.8885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.878, kappa: 0.7437, kb_relative_information_score: 0.6657, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8785, number_of_instances: 4601, precision: 0.878, predictive_accuracy: 0.8785, prior_entropy: 0.9674, relative_absolute_error: 0.3474, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2969, root_relative_squared_error: 0.6076, unweighted_recall: 0.8691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.9097, kappa: 0.8105, kb_relative_information_score: 0.7926, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.4776, weighted_recall: 0.91, number_of_instances: 4601, precision: 0.9098, predictive_accuracy: 0.91, prior_entropy: 0.9674, relative_absolute_error: 0.2059, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.5718, unweighted_recall: 0.9029,

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