Task
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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18740 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7305, f_measure: 0.5819, kappa: 0.4458, kb_relative_information_score: 0.4566, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5762, predictive_accuracy: 0.5955, prior_entropy: 2.3, recall: 0.5955, relative_absolute_error: 0.5377, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3672, root_relative_squared_error: 1.0371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6923, f_measure: 0.532, kappa: 0.3782, kb_relative_information_score: 0.4011, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5309, predictive_accuracy: 0.5557, prior_entropy: 2.3, recall: 0.5557, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3848, root_relative_squared_error: 1.0868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7255, f_measure: 0.576, kappa: 0.438, kb_relative_information_score: 0.4498, mean_absolute_error: 0.1359, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5705, predictive_accuracy: 0.5922, prior_entropy: 2.3, recall: 0.5922, relative_absolute_error: 0.5421, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3687, root_relative_squared_error: 1.0413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, f_measure: 0.5289, kappa: 0.3753, kb_relative_information_score: 0.3976, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5275, predictive_accuracy: 0.5548, prior_entropy: 2.3, recall: 0.5548, relative_absolute_error: 0.5918, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3852, root_relative_squared_error: 1.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7301, f_measure: 0.5807, kappa: 0.4449, kb_relative_information_score: 0.4545, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.575, predictive_accuracy: 0.5956, prior_entropy: 2.3, recall: 0.5956, relative_absolute_error: 0.5375, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3671, root_relative_squared_error: 1.0369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7289, f_measure: 0.5797, kappa: 0.4439, kb_relative_information_score: 0.4538, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5744, predictive_accuracy: 0.5964, prior_entropy: 2.3, recall: 0.5964, relative_absolute_error: 0.5364, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3668, root_relative_squared_error: 1.0359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6829, f_measure: 0.5159, kappa: 0.3545, kb_relative_information_score: 0.3792, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5117, predictive_accuracy: 0.5288, prior_entropy: 2.3, recall: 0.5288, relative_absolute_error: 0.6264, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3963, root_relative_squared_error: 1.1193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6271, f_measure: 0.4167, kappa: 0.226, kb_relative_information_score: 0.2391, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5054, predictive_accuracy: 0.3802, prior_entropy: 2.3, recall: 0.3802, relative_absolute_error: 0.8239, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4545, root_relative_squared_error: 1.2837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6931, f_measure: 0.5324, kappa: 0.3793, kb_relative_information_score: 0.4009, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5322, predictive_accuracy: 0.5566, prior_entropy: 2.3, recall: 0.5566, relative_absolute_error: 0.5895, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3845, root_relative_squared_error: 1.0858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.5354, kappa: 0.3837, kb_relative_information_score: 0.4042, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5341, predictive_accuracy: 0.5584, prior_entropy: 2.3, recall: 0.5584, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3837, root_relative_squared_error: 1.0836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6922, f_measure: 0.53, kappa: 0.3763, kb_relative_information_score: 0.3979, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5286, predictive_accuracy: 0.5531, prior_entropy: 2.3, recall: 0.5531, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.386, root_relative_squared_error: 1.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7308, f_measure: 0.5844, kappa: 0.4493, kb_relative_information_score: 0.4606, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5799, predictive_accuracy: 0.6, prior_entropy: 2.3, recall: 0.6, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3651, root_relative_squared_error: 1.0312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7305, f_measure: 0.5837, kappa: 0.4482, kb_relative_information_score: 0.4597, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5782, predictive_accuracy: 0.5992, prior_entropy: 2.3, recall: 0.5992, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3655, root_relative_squared_error: 1.0323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6907, f_measure: 0.5275, kappa: 0.3729, kb_relative_information_score: 0.3949, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5255, predictive_accuracy: 0.5503, prior_entropy: 2.3, recall: 0.5503, relative_absolute_error: 0.5977, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3872, root_relative_squared_error: 1.0934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7315, f_measure: 0.5835, kappa: 0.4481, kb_relative_information_score: 0.4589, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5779, predictive_accuracy: 0.5973, prior_entropy: 2.3, recall: 0.5973, relative_absolute_error: 0.5354, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3664, root_relative_squared_error: 1.0348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.5356, kappa: 0.383, kb_relative_information_score: 0.4045, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5353, predictive_accuracy: 0.558, prior_entropy: 2.3, recall: 0.558, relative_absolute_error: 0.5875, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3838, root_relative_squared_error: 1.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6905, f_measure: 0.5293, kappa: 0.3751, kb_relative_information_score: 0.3978, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5285, predictive_accuracy: 0.5549, prior_entropy: 2.3, recall: 0.5549, relative_absolute_error: 0.5916, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3852, root_relative_squared_error: 1.0878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, f_measure: 0.5293, kappa: 0.3744, kb_relative_information_score: 0.3982, mean_absolute_error: 0.1483, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5276, predictive_accuracy: 0.5551, prior_entropy: 2.3, recall: 0.5551, relative_absolute_error: 0.5914, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3851, root_relative_squared_error: 1.0876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7314, f_measure: 0.5836, kappa: 0.4481, kb_relative_information_score: 0.4584, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5783, predictive_accuracy: 0.5977, prior_entropy: 2.3, recall: 0.5977, relative_absolute_error: 0.5347, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3662, root_relative_squared_error: 1.0342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7336, f_measure: 0.5875, kappa: 0.4538, kb_relative_information_score: 0.4635, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5831, predictive_accuracy: 0.6031, prior_entropy: 2.3, recall: 0.6031, relative_absolute_error: 0.5275, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3637, root_relative_squared_error: 1.0272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7303, f_measure: 0.5827, kappa: 0.4468, kb_relative_information_score: 0.4581, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5781, predictive_accuracy: 0.5973, prior_entropy: 2.3, recall: 0.5973, relative_absolute_error: 0.5354, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3664, root_relative_squared_error: 1.0348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6964, f_measure: 0.5355, kappa: 0.3836, kb_relative_information_score: 0.4039, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5343, predictive_accuracy: 0.5562, prior_entropy: 2.3, recall: 0.5562, relative_absolute_error: 0.5899, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3846, root_relative_squared_error: 1.0862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6921, f_measure: 0.5317, kappa: 0.3777, kb_relative_information_score: 0.4002, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5311, predictive_accuracy: 0.5557, prior_entropy: 2.3, recall: 0.5557, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3848, root_relative_squared_error: 1.0868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6902, f_measure: 0.5275, kappa: 0.3733, kb_relative_information_score: 0.3956, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5256, predictive_accuracy: 0.5531, prior_entropy: 2.3, recall: 0.5531, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.386, root_relative_squared_error: 1.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6931, f_measure: 0.5321, kappa: 0.3789, kb_relative_information_score: 0.4008, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5298, predictive_accuracy: 0.5556, prior_entropy: 2.3, recall: 0.5556, relative_absolute_error: 0.5908, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3849, root_relative_squared_error: 1.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, f_measure: 0.53, kappa: 0.3757, kb_relative_information_score: 0.3981, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5271, predictive_accuracy: 0.5538, prior_entropy: 2.3, recall: 0.5538, relative_absolute_error: 0.5932, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3857, root_relative_squared_error: 1.0892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6926, f_measure: 0.532, kappa: 0.3788, kb_relative_information_score: 0.4009, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5304, predictive_accuracy: 0.5562, prior_entropy: 2.3, recall: 0.5562, relative_absolute_error: 0.5899, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3846, root_relative_squared_error: 1.0862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6943, f_measure: 0.5327, kappa: 0.3805, kb_relative_information_score: 0.4011, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5329, predictive_accuracy: 0.5566, prior_entropy: 2.3, recall: 0.5566, relative_absolute_error: 0.5895, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3845, root_relative_squared_error: 1.0858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6887, f_measure: 0.5277, kappa: 0.3721, kb_relative_information_score: 0.3966, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5263, predictive_accuracy: 0.5526, prior_entropy: 2.3, recall: 0.5526, relative_absolute_error: 0.5947, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3862, root_relative_squared_error: 1.0906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.5261, kappa: 0.3712, kb_relative_information_score: 0.3941, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5246, predictive_accuracy: 0.5507, prior_entropy: 2.3, recall: 0.5507, relative_absolute_error: 0.5973, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.387, root_relative_squared_error: 1.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7308, f_measure: 0.5822, kappa: 0.4465, kb_relative_information_score: 0.4568, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5765, predictive_accuracy: 0.5959, prior_entropy: 2.3, recall: 0.5959, relative_absolute_error: 0.5371, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.367, root_relative_squared_error: 1.0365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7341, f_measure: 0.5877, kappa: 0.454, kb_relative_information_score: 0.4641, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.583, predictive_accuracy: 0.6018, prior_entropy: 2.3, recall: 0.6018, relative_absolute_error: 0.5293, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3643, root_relative_squared_error: 1.0289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7269, f_measure: 0.5762, kappa: 0.4388, kb_relative_information_score: 0.4496, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5703, predictive_accuracy: 0.5915, prior_entropy: 2.3, recall: 0.5915, relative_absolute_error: 0.543, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.369, root_relative_squared_error: 1.0421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6557, f_measure: 0.4638, kappa: 0.2788, kb_relative_information_score: 0.2909, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5451, predictive_accuracy: 0.4291, prior_entropy: 2.3, recall: 0.4291, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4362, root_relative_squared_error: 1.2321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6938, f_measure: 0.5327, kappa: 0.3798, kb_relative_information_score: 0.4013, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5334, predictive_accuracy: 0.5559, prior_entropy: 2.3, recall: 0.5559, relative_absolute_error: 0.5903, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3848, root_relative_squared_error: 1.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6939, f_measure: 0.5324, kappa: 0.3789, kb_relative_information_score: 0.4003, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5299, predictive_accuracy: 0.5526, prior_entropy: 2.3, recall: 0.5526, relative_absolute_error: 0.5947, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3862, root_relative_squared_error: 1.0906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.499, kappa: 0.3266, kb_relative_information_score: 0.3405, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5456, predictive_accuracy: 0.4755, prior_entropy: 2.3, recall: 0.4755, relative_absolute_error: 0.6972, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4181, root_relative_squared_error: 1.1809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6927, f_measure: 0.5306, kappa: 0.377, kb_relative_information_score: 0.3986, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5291, predictive_accuracy: 0.5531, prior_entropy: 2.3, recall: 0.5531, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.386, root_relative_squared_error: 1.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6924, f_measure: 0.5319, kappa: 0.3785, kb_relative_information_score: 0.4011, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5306, predictive_accuracy: 0.5564, prior_entropy: 2.3, recall: 0.5564, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3845, root_relative_squared_error: 1.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7303, f_measure: 0.5832, kappa: 0.4477, kb_relative_information_score: 0.459, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5781, predictive_accuracy: 0.5984, prior_entropy: 2.3, recall: 0.5984, relative_absolute_error: 0.5338, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3659, root_relative_squared_error: 1.0333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6907, f_measure: 0.5287, kappa: 0.3745, kb_relative_information_score: 0.3969, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5274, predictive_accuracy: 0.5534, prior_entropy: 2.3, recall: 0.5534, relative_absolute_error: 0.5936, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3858, root_relative_squared_error: 1.0896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6931, f_measure: 0.5327, kappa: 0.3793, kb_relative_information_score: 0.4011, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.533, predictive_accuracy: 0.5561, prior_entropy: 2.3, recall: 0.5561, relative_absolute_error: 0.5901, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3847, root_relative_squared_error: 1.0864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6931, f_measure: 0.5331, kappa: 0.38, kb_relative_information_score: 0.4022, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5319, predictive_accuracy: 0.5569, prior_entropy: 2.3, recall: 0.5569, relative_absolute_error: 0.589, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3843, root_relative_squared_error: 1.0854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, f_measure: 0.5795, kappa: 0.4433, kb_relative_information_score: 0.455, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5745, predictive_accuracy: 0.5968, prior_entropy: 2.3, recall: 0.5968, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3666, root_relative_squared_error: 1.0354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7291, f_measure: 0.5809, kappa: 0.4445, kb_relative_information_score: 0.4562, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5754, predictive_accuracy: 0.5958, prior_entropy: 2.3, recall: 0.5958, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3671, root_relative_squared_error: 1.0367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7285, f_measure: 0.5803, kappa: 0.4443, kb_relative_information_score: 0.4551, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5756, predictive_accuracy: 0.5969, prior_entropy: 2.3, recall: 0.5969, relative_absolute_error: 0.5358, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3665, root_relative_squared_error: 1.0352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7321, f_measure: 0.5854, kappa: 0.4505, kb_relative_information_score: 0.4615, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5807, predictive_accuracy: 0.5997, prior_entropy: 2.3, recall: 0.5997, relative_absolute_error: 0.5321, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3653, root_relative_squared_error: 1.0317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7287, f_measure: 0.5803, kappa: 0.4444, kb_relative_information_score: 0.4549, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5761, predictive_accuracy: 0.5974, prior_entropy: 2.3, recall: 0.5974, relative_absolute_error: 0.5351, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3663, root_relative_squared_error: 1.0346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7289, f_measure: 0.5806, kappa: 0.4446, kb_relative_information_score: 0.4555, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5754, predictive_accuracy: 0.5968, prior_entropy: 2.3, recall: 0.5968, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3666, root_relative_squared_error: 1.0354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7295, f_measure: 0.5807, kappa: 0.4449, kb_relative_information_score: 0.4551, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5753, predictive_accuracy: 0.5966, prior_entropy: 2.3, recall: 0.5966, relative_absolute_error: 0.5362, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3667, root_relative_squared_error: 1.0356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7272, f_measure: 0.5774, kappa: 0.4402, kb_relative_information_score: 0.4511, mean_absolute_error: 0.1356, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5722, predictive_accuracy: 0.5932, prior_entropy: 2.3, recall: 0.5932, relative_absolute_error: 0.5408, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3683, root_relative_squared_error: 1.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6889, f_measure: 0.5283, kappa: 0.3731, kb_relative_information_score: 0.398, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5274, predictive_accuracy: 0.5536, prior_entropy: 2.3, recall: 0.5536, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3857, root_relative_squared_error: 1.0894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.732, f_measure: 0.5851, kappa: 0.4502, kb_relative_information_score: 0.4607, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5803, predictive_accuracy: 0.5997, prior_entropy: 2.3, recall: 0.5997, relative_absolute_error: 0.5321, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3653, root_relative_squared_error: 1.0317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7306, f_measure: 0.5842, kappa: 0.449, kb_relative_information_score: 0.4601, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5793, predictive_accuracy: 0.6004, prior_entropy: 2.3, recall: 0.6004, relative_absolute_error: 0.5312, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.365, root_relative_squared_error: 1.0308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7337, f_measure: 0.5874, kappa: 0.454, kb_relative_information_score: 0.4632, mean_absolute_error: 0.1321, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5818, predictive_accuracy: 0.6036, prior_entropy: 2.3, recall: 0.6036, relative_absolute_error: 0.5269, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3635, root_relative_squared_error: 1.0266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7297, f_measure: 0.5827, kappa: 0.4468, kb_relative_information_score: 0.4583, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5778, predictive_accuracy: 0.5982, prior_entropy: 2.3, recall: 0.5982, relative_absolute_error: 0.5341, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.366, root_relative_squared_error: 1.0335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7316, f_measure: 0.584, kappa: 0.4495, kb_relative_information_score: 0.4597, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5783, predictive_accuracy: 0.5989, prior_entropy: 2.3, recall: 0.5989, relative_absolute_error: 0.5332, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3657, root_relative_squared_error: 1.0327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7287, f_measure: 0.5807, kappa: 0.4446, kb_relative_information_score: 0.4561, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5755, predictive_accuracy: 0.5966, prior_entropy: 2.3, recall: 0.5966, relative_absolute_error: 0.5362, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3667, root_relative_squared_error: 1.0356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6932, f_measure: 0.5336, kappa: 0.3799, kb_relative_information_score: 0.4029, mean_absolute_error: 0.1482, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5312, predictive_accuracy: 0.5554, prior_entropy: 2.3, recall: 0.5554, relative_absolute_error: 0.591, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.385, root_relative_squared_error: 1.0872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.5817, kappa: 0.4457, kb_relative_information_score: 0.4572, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5757, predictive_accuracy: 0.5968, prior_entropy: 2.3, recall: 0.5968, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3666, root_relative_squared_error: 1.0354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7297, f_measure: 0.5816, kappa: 0.4461, kb_relative_information_score: 0.4564, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5764, predictive_accuracy: 0.5981, prior_entropy: 2.3, recall: 0.5981, relative_absolute_error: 0.5343, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.366, root_relative_squared_error: 1.0338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.728, f_measure: 0.5795, kappa: 0.443, kb_relative_information_score: 0.4543, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.574, predictive_accuracy: 0.5956, prior_entropy: 2.3, recall: 0.5956, relative_absolute_error: 0.5375, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3671, root_relative_squared_error: 1.0369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7283, f_measure: 0.5792, kappa: 0.4429, kb_relative_information_score: 0.4534, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5738, predictive_accuracy: 0.5956, prior_entropy: 2.3, recall: 0.5956, relative_absolute_error: 0.5375, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3671, root_relative_squared_error: 1.0369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7309, f_measure: 0.5846, kappa: 0.4497, kb_relative_information_score: 0.4607, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.58, predictive_accuracy: 0.601, prior_entropy: 2.3, recall: 0.601, relative_absolute_error: 0.5304, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3647, root_relative_squared_error: 1.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7298, f_measure: 0.5817, kappa: 0.446, kb_relative_information_score: 0.4563, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.578, predictive_accuracy: 0.5974, prior_entropy: 2.3, recall: 0.5974, relative_absolute_error: 0.5351, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3663, root_relative_squared_error: 1.0346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7289, f_measure: 0.5812, kappa: 0.4452, kb_relative_information_score: 0.4568, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5759, predictive_accuracy: 0.5974, prior_entropy: 2.3, recall: 0.5974, relative_absolute_error: 0.5351, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3663, root_relative_squared_error: 1.0346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.5823, kappa: 0.4467, kb_relative_information_score: 0.4577, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5776, predictive_accuracy: 0.5989, prior_entropy: 2.3, recall: 0.5989, relative_absolute_error: 0.5332, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3657, root_relative_squared_error: 1.0327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6926, f_measure: 0.5328, kappa: 0.3794, kb_relative_information_score: 0.4018, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.532, predictive_accuracy: 0.5577, prior_entropy: 2.3, recall: 0.5577, relative_absolute_error: 0.5879, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.384, root_relative_squared_error: 1.0844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6475, f_measure: 0.4479, kappa: 0.2606, kb_relative_information_score: 0.27, mean_absolute_error: 0.1978, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5523, predictive_accuracy: 0.4065, prior_entropy: 2.3, recall: 0.4065, relative_absolute_error: 0.7889, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4448, root_relative_squared_error: 1.2562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6496, f_measure: 0.4617, kappa: 0.2767, kb_relative_information_score: 0.2983, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4985, predictive_accuracy: 0.4451, prior_entropy: 2.3, recall: 0.4451, relative_absolute_error: 0.7376, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4301, root_relative_squared_error: 1.2147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7297, f_measure: 0.5834, kappa: 0.4478, kb_relative_information_score: 0.4595, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5786, predictive_accuracy: 0.5992, prior_entropy: 2.3, recall: 0.5992, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3655, root_relative_squared_error: 1.0323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7061, f_measure: 0.5424, kappa: 0.3883, kb_relative_information_score: 0.4021, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5516, predictive_accuracy: 0.5425, prior_entropy: 2.3, recall: 0.5425, relative_absolute_error: 0.6081, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3905, root_relative_squared_error: 1.1029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6896, f_measure: 0.5283, kappa: 0.3736, kb_relative_information_score: 0.3975, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5272, predictive_accuracy: 0.5531, prior_entropy: 2.3, recall: 0.5531, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.386, root_relative_squared_error: 1.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7315, f_measure: 0.5831, kappa: 0.4481, kb_relative_information_score: 0.4581, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5776, predictive_accuracy: 0.5979, prior_entropy: 2.3, recall: 0.5979, relative_absolute_error: 0.5345, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3661, root_relative_squared_error: 1.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6919, f_measure: 0.5302, kappa: 0.3768, kb_relative_information_score: 0.3991, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5282, predictive_accuracy: 0.5539, prior_entropy: 2.3, recall: 0.5539, relative_absolute_error: 0.5929, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3856, root_relative_squared_error: 1.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, f_measure: 0.5321, kappa: 0.3788, kb_relative_information_score: 0.4016, mean_absolute_error: 0.1475, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5314, predictive_accuracy: 0.5574, prior_entropy: 2.3, recall: 0.5574, relative_absolute_error: 0.5884, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3841, root_relative_squared_error: 1.0848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7301, f_measure: 0.5828, kappa: 0.4478, kb_relative_information_score: 0.4588, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5778, predictive_accuracy: 0.5991, prior_entropy: 2.3, recall: 0.5991, relative_absolute_error: 0.533, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3656, root_relative_squared_error: 1.0325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7316, f_measure: 0.585, kappa: 0.4502, kb_relative_information_score: 0.4609, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.58, predictive_accuracy: 0.6004, prior_entropy: 2.3, recall: 0.6004, relative_absolute_error: 0.5312, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.365, root_relative_squared_error: 1.0308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7311, f_measure: 0.5828, kappa: 0.4473, kb_relative_information_score: 0.4576, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5767, predictive_accuracy: 0.5973, prior_entropy: 2.3, recall: 0.5973, relative_absolute_error: 0.5354, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3664, root_relative_squared_error: 1.0348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7322, f_measure: 0.5848, kappa: 0.4503, kb_relative_information_score: 0.4603, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5791, predictive_accuracy: 0.6005, prior_entropy: 2.3, recall: 0.6005, relative_absolute_error: 0.531, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3649, root_relative_squared_error: 1.0306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.5818, kappa: 0.4463, kb_relative_information_score: 0.4565, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5765, predictive_accuracy: 0.5973, prior_entropy: 2.3, recall: 0.5973, relative_absolute_error: 0.5354, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3664, root_relative_squared_error: 1.0348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6906, f_measure: 0.5273, kappa: 0.3728, kb_relative_information_score: 0.3946, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5251, predictive_accuracy: 0.5507, prior_entropy: 2.3, recall: 0.5507, relative_absolute_error: 0.5973, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.387, root_relative_squared_error: 1.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.5351, kappa: 0.3823, kb_relative_information_score: 0.4047, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5346, predictive_accuracy: 0.5579, prior_entropy: 2.3, recall: 0.5579, relative_absolute_error: 0.5877, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3839, root_relative_squared_error: 1.0842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6936, f_measure: 0.5326, kappa: 0.3801, kb_relative_information_score: 0.4014, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5305, predictive_accuracy: 0.5566, prior_entropy: 2.3, recall: 0.5566, relative_absolute_error: 0.5895, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3845, root_relative_squared_error: 1.0858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.5834, kappa: 0.4481, kb_relative_information_score: 0.4589, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5791, predictive_accuracy: 0.5997, prior_entropy: 2.3, recall: 0.5997, relative_absolute_error: 0.5321, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3653, root_relative_squared_error: 1.0317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7321, f_measure: 0.5841, kappa: 0.4494, kb_relative_information_score: 0.4588, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.579, predictive_accuracy: 0.5991, prior_entropy: 2.3, recall: 0.5991, relative_absolute_error: 0.533, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3656, root_relative_squared_error: 1.0325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.73, f_measure: 0.5818, kappa: 0.4461, kb_relative_information_score: 0.4562, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5769, predictive_accuracy: 0.5979, prior_entropy: 2.3, recall: 0.5979, relative_absolute_error: 0.5345, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3661, root_relative_squared_error: 1.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7316, f_measure: 0.5834, kappa: 0.4488, kb_relative_information_score: 0.458, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5776, predictive_accuracy: 0.5997, prior_entropy: 2.3, recall: 0.5997, relative_absolute_error: 0.5321, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3653, root_relative_squared_error: 1.0317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7307, f_measure: 0.5823, kappa: 0.4466, kb_relative_information_score: 0.457, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5768, predictive_accuracy: 0.5968, prior_entropy: 2.3, recall: 0.5968, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3666, root_relative_squared_error: 1.0354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6927, f_measure: 0.5313, kappa: 0.3773, kb_relative_information_score: 0.3994, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5284, predictive_accuracy: 0.5526, prior_entropy: 2.3, recall: 0.5526, relative_absolute_error: 0.5947, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3862, root_relative_squared_error: 1.0906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.73, f_measure: 0.5834, kappa: 0.448, kb_relative_information_score: 0.4596, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5777, predictive_accuracy: 0.5994, prior_entropy: 2.3, recall: 0.5994, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3654, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.5825, kappa: 0.4463, kb_relative_information_score: 0.4577, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.577, predictive_accuracy: 0.5966, prior_entropy: 2.3, recall: 0.5966, relative_absolute_error: 0.5362, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3667, root_relative_squared_error: 1.0356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7336, f_measure: 0.5868, kappa: 0.4526, kb_relative_information_score: 0.4622, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5825, predictive_accuracy: 0.601, prior_entropy: 2.3, recall: 0.601, relative_absolute_error: 0.5304, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3647, root_relative_squared_error: 1.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7306, f_measure: 0.5826, kappa: 0.4474, kb_relative_information_score: 0.4577, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5767, predictive_accuracy: 0.5984, prior_entropy: 2.3, recall: 0.5984, relative_absolute_error: 0.5338, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3659, root_relative_squared_error: 1.0333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.734, f_measure: 0.5878, kappa: 0.4543, kb_relative_information_score: 0.464, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5825, predictive_accuracy: 0.603, prior_entropy: 2.3, recall: 0.603, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3638, root_relative_squared_error: 1.0274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, f_measure: 0.5798, kappa: 0.443, kb_relative_information_score: 0.4549, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5748, predictive_accuracy: 0.5959, prior_entropy: 2.3, recall: 0.5959, relative_absolute_error: 0.5371, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.367, root_relative_squared_error: 1.0365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6932, f_measure: 0.5325, kappa: 0.3789, kb_relative_information_score: 0.401, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5323, predictive_accuracy: 0.5549, prior_entropy: 2.3, recall: 0.5549, relative_absolute_error: 0.5916, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3852, root_relative_squared_error: 1.0878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7306, f_measure: 0.5832, kappa: 0.4478, kb_relative_information_score: 0.4586, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5783, predictive_accuracy: 0.5986, prior_entropy: 2.3, recall: 0.5986, relative_absolute_error: 0.5336, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3658, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6926, f_measure: 0.5308, kappa: 0.3776, kb_relative_information_score: 0.3989, mean_absolute_error: 0.1483, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5296, predictive_accuracy: 0.5551, prior_entropy: 2.3, recall: 0.5551, relative_absolute_error: 0.5914, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3851, root_relative_squared_error: 1.0876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7311, f_measure: 0.5842, kappa: 0.4493, kb_relative_information_score: 0.46, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5784, predictive_accuracy: 0.6, prior_entropy: 2.3, recall: 0.6, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3651, root_relative_squared_error: 1.0312,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

OpenML APIs