OpenML
Supervised Classification on first-order-theorem-proving

Supervised Classification on first-order-theorem-proving

Task 9985 Supervised Classification first-order-theorem-proving 18740 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7052, f_measure: 0.3454, kappa: 0.1196, kb_relative_information_score: 727.4647, mean_absolute_error: 0.2366, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4335, predictive_accuracy: 0.4555, prior_entropy: 2.3005, recall: 0.4555, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.3822, kappa: 0.1983, kb_relative_information_score: 1051.0687, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4087, predictive_accuracy: 0.4884, prior_entropy: 2.3005, recall: 0.4884, relative_absolute_error: 0.9061, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.329, root_relative_squared_error: 0.9291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8, f_measure: 0.5336, kappa: 0.3802, kb_relative_information_score: 2373.4873, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5294, predictive_accuracy: 0.542, prior_entropy: 2.3005, recall: 0.542, relative_absolute_error: 0.7015, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.9055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7698, f_measure: 0.5449, kappa: 0.3947, kb_relative_information_score: 2631.9925, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5476, predictive_accuracy: 0.5435, prior_entropy: 2.3005, recall: 0.5435, relative_absolute_error: 0.6324, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3423, root_relative_squared_error: 0.9667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.3469, kappa: 0.1227, kb_relative_information_score: 804.0467, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4535, predictive_accuracy: 0.4552, prior_entropy: 2.3005, recall: 0.4552, relative_absolute_error: 0.936, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.9621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7655, f_measure: 0.4857, kappa: 0.3104, kb_relative_information_score: 1368.9534, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5014, predictive_accuracy: 0.5253, prior_entropy: 2.3005, recall: 0.5253, relative_absolute_error: 0.873, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.9175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.5361, kappa: 0.3834, kb_relative_information_score: 2458.9816, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5336, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6786, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.9261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5621, kappa: -0.001, kb_relative_information_score: 57.5686, mean_absolute_error: 0.2502, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4166, prior_entropy: 2.3005, recall: 0.4166, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3539, root_relative_squared_error: 0.9996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7907, f_measure: 0.5333, kappa: 0.3799, kb_relative_information_score: 2372.3285, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5285, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5394, kappa: 0.3875, kb_relative_information_score: 2467.7547, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5374, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.332, root_relative_squared_error: 0.9376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7731, f_measure: 0.5413, kappa: 0.39, kb_relative_information_score: 2521.7185, mean_absolute_error: 0.1632, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5417, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.6509, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.34, root_relative_squared_error: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7995, f_measure: 0.5334, kappa: 0.38, kb_relative_information_score: 2368.5163, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5289, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.7021, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6805, f_measure: 0.332, kappa: 0.102, kb_relative_information_score: 772.3402, mean_absolute_error: 0.2321, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3898, predictive_accuracy: 0.4488, prior_entropy: 2.3005, recall: 0.4488, relative_absolute_error: 0.9256, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.9685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.525, kb_relative_information_score: 129.8458, mean_absolute_error: 0.2511, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0013, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5572, kb_relative_information_score: 169.3621, mean_absolute_error: 0.2503, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.353, root_relative_squared_error: 0.9969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6049, kappa: -0.0034, kb_relative_information_score: 121.4366, mean_absolute_error: 0.2493, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4145, prior_entropy: 2.3005, recall: 0.4145, relative_absolute_error: 0.9942, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3535, root_relative_squared_error: 0.9983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5431, kappa: -0.0008, kb_relative_information_score: 141.1625, mean_absolute_error: 0.2495, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4161, prior_entropy: 2.3005, recall: 0.4161, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3536, root_relative_squared_error: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.528, kb_relative_information_score: 105.066, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3536, root_relative_squared_error: 0.9986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8281, f_measure: 0.551, kappa: 0.4012, kb_relative_information_score: 1738.0205, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5614, predictive_accuracy: 0.5817, prior_entropy: 2.3005, recall: 0.5817, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.8757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6853, kappa: 0.101, kb_relative_information_score: 712.008, mean_absolute_error: 0.2374, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4475, prior_entropy: 2.3005, recall: 0.4475, relative_absolute_error: 0.9466, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.5314, kappa: 0.3776, kb_relative_information_score: 2315.0615, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5259, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.6978, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.9152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6379, f_measure: 0.2459, kb_relative_information_score: 406.998, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.1743, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.9805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6608, kappa: 0.0325, kb_relative_information_score: 519.869, mean_absolute_error: 0.2425, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4245, prior_entropy: 2.3005, recall: 0.4245, relative_absolute_error: 0.9669, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7002, f_measure: 0.3683, kappa: 0.1536, kb_relative_information_score: 815.2671, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4133, predictive_accuracy: 0.468, prior_entropy: 2.3005, recall: 0.468, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5872, kappa: -0.0029, kb_relative_information_score: 75.714, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.415, prior_entropy: 2.3005, recall: 0.415, relative_absolute_error: 0.9966, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6847, kappa: 0.0978, kb_relative_information_score: 716.6916, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4464, prior_entropy: 2.3005, recall: 0.4464, relative_absolute_error: 0.945, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.9664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6969, kappa: 0.1222, kb_relative_information_score: 813.6102, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4565, prior_entropy: 2.3005, recall: 0.4565, relative_absolute_error: 0.9338, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6299, kappa: 0.0145, kb_relative_information_score: 190.2631, mean_absolute_error: 0.2473, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4217, prior_entropy: 2.3005, recall: 0.4217, relative_absolute_error: 0.9863, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.9901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.5305, kappa: 0.3763, kb_relative_information_score: 2284.8447, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5252, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.9129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, f_measure: 0.5261, kappa: 0.3716, kb_relative_information_score: 2160.2614, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5187, predictive_accuracy: 0.5414, prior_entropy: 2.3005, recall: 0.5414, relative_absolute_error: 0.7287, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.9182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8027, f_measure: 0.5256, kappa: 0.3697, kb_relative_information_score: 2280.1706, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5194, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.319, root_relative_squared_error: 0.9009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.524, kappa: 0.3676, kb_relative_information_score: 2221.6678, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5177, predictive_accuracy: 0.5366, prior_entropy: 2.3005, recall: 0.5366, relative_absolute_error: 0.7291, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.9005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.5204, kappa: 0.3627, kb_relative_information_score: 2202.0007, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5141, predictive_accuracy: 0.5338, prior_entropy: 2.3005, recall: 0.5338, relative_absolute_error: 0.7329, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7634, f_measure: 0.5475, kappa: 0.3982, kb_relative_information_score: 2664.7039, mean_absolute_error: 0.1553, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5519, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 0.6192, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.9843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.804, f_measure: 0.5276, kappa: 0.3723, kb_relative_information_score: 2311.9362, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5213, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.7128, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.8998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7899, f_measure: 0.5407, kappa: 0.3898, kb_relative_information_score: 2419.3991, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.536, predictive_accuracy: 0.5476, prior_entropy: 2.3005, recall: 0.5476, relative_absolute_error: 0.6755, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.9254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.5979, kappa: 0.4672, kb_relative_information_score: 2630.537, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5923, predictive_accuracy: 0.6098, prior_entropy: 2.3005, recall: 0.6098, relative_absolute_error: 0.6607, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.8379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.5669, kappa: 0.4273, kb_relative_information_score: 2115.7189, mean_absolute_error: 0.1885, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5706, predictive_accuracy: 0.5945, prior_entropy: 2.3005, recall: 0.5945, relative_absolute_error: 0.7518, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.8467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.5225, kappa: 0.3659, kb_relative_information_score: 2192.7198, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5157, predictive_accuracy: 0.534, prior_entropy: 2.3005, recall: 0.534, relative_absolute_error: 0.7238, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7947, f_measure: 0.5175, kappa: 0.3597, kb_relative_information_score: 2127.3806, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5107, predictive_accuracy: 0.532, prior_entropy: 2.3005, recall: 0.532, relative_absolute_error: 0.7374, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5238, kappa: 0.3675, kb_relative_information_score: 2203.8986, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5172, predictive_accuracy: 0.5353, prior_entropy: 2.3005, recall: 0.5353, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.5297, kappa: 0.3752, kb_relative_information_score: 2355.9975, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5247, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.7058, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.9029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.5646, kappa: 0.424, kb_relative_information_score: 2177.3548, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5662, predictive_accuracy: 0.5915, prior_entropy: 2.3005, recall: 0.5915, relative_absolute_error: 0.7451, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2992, root_relative_squared_error: 0.8451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6524, kb_relative_information_score: 177.7229, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.1051, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7951, f_measure: 0.535, kappa: 0.3828, kb_relative_information_score: 2266.0149, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5289, predictive_accuracy: 0.5451, prior_entropy: 2.3005, recall: 0.5451, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7466, f_measure: 0.56, kappa: 0.4146, kb_relative_information_score: 2711.8478, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5641, predictive_accuracy: 0.5567, prior_entropy: 2.3005, recall: 0.5567, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3624, root_relative_squared_error: 1.0234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7751, f_measure: 0.5399, kappa: 0.388, kb_relative_information_score: 2484.2113, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.539, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.658, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3385, root_relative_squared_error: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7997, f_measure: 0.5335, kappa: 0.38, kb_relative_information_score: 2371.8348, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.529, predictive_accuracy: 0.542, prior_entropy: 2.3005, recall: 0.542, relative_absolute_error: 0.7017, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3208, root_relative_squared_error: 0.9059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8578, f_measure: 0.5695, kappa: 0.4297, kb_relative_information_score: 2144.1561, mean_absolute_error: 0.1875, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5734, predictive_accuracy: 0.5956, prior_entropy: 2.3005, recall: 0.5956, relative_absolute_error: 0.7476, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.299, root_relative_squared_error: 0.8444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.56, kappa: 0.4178, kb_relative_information_score: 2129.6121, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5636, predictive_accuracy: 0.5892, prior_entropy: 2.3005, recall: 0.5892, relative_absolute_error: 0.7542, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.8481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.5172, kappa: 0.3593, kb_relative_information_score: 2125.87, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5105, predictive_accuracy: 0.5317, prior_entropy: 2.3005, recall: 0.5317, relative_absolute_error: 0.7376, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9097,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7814, f_measure: 0.5425, kappa: 0.3918, kb_relative_information_score: 2500.7796, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5396, predictive_accuracy: 0.5472, prior_entropy: 2.3005, recall: 0.5472, relative_absolute_error: 0.6589, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3328, root_relative_squared_error: 0.9399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4873, kb_relative_information_score: 60.9414, mean_absolute_error: 0.2504, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3544, root_relative_squared_error: 1.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.5912, kappa: 0.4598, kb_relative_information_score: 2376.898, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5894, predictive_accuracy: 0.6129, prior_entropy: 2.3005, recall: 0.6129, relative_absolute_error: 0.7125, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.8282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7902, f_measure: 0.5372, kappa: 0.3851, kb_relative_information_score: 2402.6081, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5331, predictive_accuracy: 0.5432, prior_entropy: 2.3005, recall: 0.5432, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.9239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8537, f_measure: 0.5497, kappa: 0.4043, kb_relative_information_score: 2075.2671, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5546, predictive_accuracy: 0.5811, prior_entropy: 2.3005, recall: 0.5811, relative_absolute_error: 0.7626, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.8527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7889, f_measure: 0.4873, kappa: 0.3226, kb_relative_information_score: 1382.3639, mean_absolute_error: 0.2179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.51, predictive_accuracy: 0.5415, prior_entropy: 2.3005, recall: 0.5415, relative_absolute_error: 0.8688, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.9103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7408, f_measure: 0.4593, kappa: 0.2795, kb_relative_information_score: 1439.6278, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4584, predictive_accuracy: 0.4931, prior_entropy: 2.3005, recall: 0.4931, relative_absolute_error: 0.8556, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, f_measure: 0.5508, kappa: 0.4025, kb_relative_information_score: 2653.77, mean_absolute_error: 0.1515, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5577, predictive_accuracy: 0.5466, prior_entropy: 2.3005, recall: 0.5466, relative_absolute_error: 0.604, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3633, root_relative_squared_error: 1.0259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.5403, kappa: 0.3891, kb_relative_information_score: 2481.3111, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5377, predictive_accuracy: 0.5449, prior_entropy: 2.3005, recall: 0.5449, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.9227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8432, f_measure: 0.6106, kappa: 0.4834, kb_relative_information_score: 197.7709, mean_absolute_error: 0.2769, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.607, predictive_accuracy: 0.6195, prior_entropy: 2.3005, recall: 0.6195, relative_absolute_error: 1.1042, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3715, root_relative_squared_error: 1.0492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.5404, kappa: 0.389, kb_relative_information_score: 2488.3923, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5375, predictive_accuracy: 0.5448, prior_entropy: 2.3005, recall: 0.5448, relative_absolute_error: 0.6613, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3335, root_relative_squared_error: 0.9419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8003, f_measure: 0.5206, kappa: 0.363, kb_relative_information_score: 2201.5954, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5143, predictive_accuracy: 0.5342, prior_entropy: 2.3005, recall: 0.5342, relative_absolute_error: 0.733, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8053, f_measure: 0.5277, kappa: 0.3727, kb_relative_information_score: 2263.7051, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5214, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.7223, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.8978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8538, f_measure: 0.5563, kappa: 0.4122, kb_relative_information_score: 2048.2928, mean_absolute_error: 0.1915, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.564, predictive_accuracy: 0.587, prior_entropy: 2.3005, recall: 0.587, relative_absolute_error: 0.7635, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.8524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.751, f_measure: 0.4122, kappa: 0.2354, kb_relative_information_score: 177.986, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4833, predictive_accuracy: 0.4825, prior_entropy: 2.3005, recall: 0.4825, relative_absolute_error: 1.1069, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3724, root_relative_squared_error: 1.0518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.5351, kappa: 0.383, kb_relative_information_score: 2263.8761, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.529, predictive_accuracy: 0.5453, prior_entropy: 2.3005, recall: 0.5453, relative_absolute_error: 0.7094, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.9106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.6045, kappa: 0.4761, kb_relative_information_score: 2606.6608, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5992, predictive_accuracy: 0.6159, prior_entropy: 2.3005, recall: 0.6159, relative_absolute_error: 0.6624, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.8277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, f_measure: 0.5933, kappa: 0.4621, kb_relative_information_score: 2399.0346, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5921, predictive_accuracy: 0.6147, prior_entropy: 2.3005, recall: 0.6147, relative_absolute_error: 0.7124, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.775, f_measure: 0.4622, kappa: 0.293, kb_relative_information_score: 186.1055, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4965, predictive_accuracy: 0.5234, prior_entropy: 2.3005, recall: 0.5234, relative_absolute_error: 1.1052, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.5215, kappa: 0.3647, kb_relative_information_score: 2183.2787, mean_absolute_error: 0.1819, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5147, predictive_accuracy: 0.533, prior_entropy: 2.3005, recall: 0.533, relative_absolute_error: 0.7253, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.5967, kappa: 0.4641, kb_relative_information_score: 191.3955, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.595, predictive_accuracy: 0.5994, prior_entropy: 2.3005, recall: 0.5994, relative_absolute_error: 1.1053, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3719, root_relative_squared_error: 1.0503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.5709, kappa: 0.4308, kb_relative_information_score: 1169.2279, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5783, predictive_accuracy: 0.5914, prior_entropy: 2.3005, recall: 0.5914, relative_absolute_error: 0.9553, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.334, root_relative_squared_error: 0.9432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.6088, kappa: 0.4815, kb_relative_information_score: 213.9776, mean_absolute_error: 0.276, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6051, predictive_accuracy: 0.6219, prior_entropy: 2.3005, recall: 0.6219, relative_absolute_error: 1.1008, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3703, root_relative_squared_error: 1.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.608, kappa: 0.4817, kb_relative_information_score: 2498.9409, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6044, predictive_accuracy: 0.6257, prior_entropy: 2.3005, recall: 0.6257, relative_absolute_error: 0.6934, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.8211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.848, f_measure: 0.602, kappa: 0.4728, kb_relative_information_score: 202.2191, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5976, predictive_accuracy: 0.6151, prior_entropy: 2.3005, recall: 0.6151, relative_absolute_error: 1.1031, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3711, root_relative_squared_error: 1.0482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.5676, kappa: 0.4284, kb_relative_information_score: 2151.2729, mean_absolute_error: 0.1871, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.569, predictive_accuracy: 0.5945, prior_entropy: 2.3005, recall: 0.5945, relative_absolute_error: 0.746, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.8438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.5259, kappa: 0.37, kb_relative_information_score: 2305.1536, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5195, predictive_accuracy: 0.5378, prior_entropy: 2.3005, recall: 0.5378, relative_absolute_error: 0.7142, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.319, root_relative_squared_error: 0.9009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8643, f_measure: 0.585, kappa: 0.4507, kb_relative_information_score: 2316.5046, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5848, predictive_accuracy: 0.6079, prior_entropy: 2.3005, recall: 0.6079, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.8344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.5972, kappa: 0.4676, kb_relative_information_score: 2463.319, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5937, predictive_accuracy: 0.6162, prior_entropy: 2.3005, recall: 0.6162, relative_absolute_error: 0.6938, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.8228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.6007, kappa: 0.4711, kb_relative_information_score: 2900.9941, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6003, predictive_accuracy: 0.6152, prior_entropy: 2.3005, recall: 0.6152, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3072, root_relative_squared_error: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7909, f_measure: 0.5317, kappa: 0.3778, kb_relative_information_score: 2334.4556, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.527, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.6938, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.5191, kappa: 0.3616, kb_relative_information_score: 2171.7197, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5117, predictive_accuracy: 0.5317, prior_entropy: 2.3005, recall: 0.5317, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9091,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, kappa: 0.096, kb_relative_information_score: 226.2188, mean_absolute_error: 0.2738, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4493, prior_entropy: 2.3005, recall: 0.4493, relative_absolute_error: 1.0918, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3675, root_relative_squared_error: 1.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.5692, kappa: 0.4302, kb_relative_information_score: 2218.9507, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5698, predictive_accuracy: 0.5955, prior_entropy: 2.3005, recall: 0.5955, relative_absolute_error: 0.7407, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.298, root_relative_squared_error: 0.8417,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7947, f_measure: 0.517, kappa: 0.3591, kb_relative_information_score: 2124.7684, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5102, predictive_accuracy: 0.5317, prior_entropy: 2.3005, recall: 0.5317, relative_absolute_error: 0.7379, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7538, f_measure: 0.5466, kappa: 0.3967, kb_relative_information_score: 2627.2375, mean_absolute_error: 0.1567, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5483, predictive_accuracy: 0.5466, prior_entropy: 2.3005, recall: 0.5466, relative_absolute_error: 0.6247, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.9928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8711, f_measure: 0.6048, kappa: 0.4776, kb_relative_information_score: 2535.2531, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6009, predictive_accuracy: 0.6218, prior_entropy: 2.3005, recall: 0.6218, relative_absolute_error: 0.6785, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.8195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.5302, kappa: 0.3762, kb_relative_information_score: 2236.5019, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5246, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.7145, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.799, f_measure: 0.534, kappa: 0.3807, kb_relative_information_score: 2364.7582, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5297, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.7029, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.321, root_relative_squared_error: 0.9066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, f_measure: 0.5309, kappa: 0.3771, kb_relative_information_score: 2237.4164, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5254, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.7143, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.9103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, f_measure: 0.5806, kappa: 0.4452, kb_relative_information_score: 2299.4848, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5797, predictive_accuracy: 0.6035, prior_entropy: 2.3005, recall: 0.6035, relative_absolute_error: 0.7257, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.8366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.5899, kappa: 0.458, kb_relative_information_score: 2390.2435, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5872, predictive_accuracy: 0.6107, prior_entropy: 2.3005, recall: 0.6107, relative_absolute_error: 0.711, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.294, root_relative_squared_error: 0.8302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8383, f_measure: 0.6127, kappa: 0.4861, kb_relative_information_score: 203.1181, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6085, predictive_accuracy: 0.6218, prior_entropy: 2.3005, recall: 0.6218, relative_absolute_error: 1.1034, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3712, root_relative_squared_error: 1.0484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.5303, kappa: 0.3762, kb_relative_information_score: 2238.637, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5248, predictive_accuracy: 0.5405, prior_entropy: 2.3005, recall: 0.5405, relative_absolute_error: 0.714, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.9103,

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