OpenML
Supervised Classification on cmc

Supervised Classification on cmc

Task 23 Supervised Classification cmc 19084 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

19084 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6707, f_measure: 0.4496, kappa: 0.1679, kb_relative_information_score: 0.1139, mean_absolute_error: 0.4035, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4861, number_of_instances: 1473, precision: 0.4689, predictive_accuracy: 0.4861, prior_entropy: 1.539, relative_absolute_error: 0.9365, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4458, root_relative_squared_error: 0.9606, unweighted_recall: 0.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6839, f_measure: 0.493, kappa: 0.2129, kb_relative_information_score: 0.1506, mean_absolute_error: 0.395, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4936, number_of_instances: 1473, precision: 0.4932, predictive_accuracy: 0.4936, prior_entropy: 1.539, relative_absolute_error: 0.9168, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.9529, unweighted_recall: 0.4746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7274, f_measure: 0.5416, kappa: 0.2894, kb_relative_information_score: 0.2012, mean_absolute_error: 0.3736, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5506, number_of_instances: 1473, precision: 0.5424, predictive_accuracy: 0.5506, prior_entropy: 1.539, relative_absolute_error: 0.8672, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4297, root_relative_squared_error: 0.9258, unweighted_recall: 0.5125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, f_measure: 0.5085, kappa: 0.2375, kb_relative_information_score: 0.164, mean_absolute_error: 0.3867, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5153, number_of_instances: 1473, precision: 0.5064, predictive_accuracy: 0.5153, prior_entropy: 1.539, relative_absolute_error: 0.8977, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.9441, unweighted_recall: 0.4828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7352, f_measure: 0.5445, kappa: 0.2938, kb_relative_information_score: 0.2148, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5526, number_of_instances: 1473, precision: 0.5442, predictive_accuracy: 0.5526, prior_entropy: 1.539, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.427, root_relative_squared_error: 0.9201, unweighted_recall: 0.5158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6739, f_measure: 0.4513, kappa: 0.1707, kb_relative_information_score: 0.1124, mean_absolute_error: 0.4034, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4895, number_of_instances: 1473, precision: 0.4772, predictive_accuracy: 0.4895, prior_entropy: 1.539, relative_absolute_error: 0.9363, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4459, root_relative_squared_error: 0.9608, unweighted_recall: 0.4279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6829, f_measure: 0.4907, kappa: 0.2093, kb_relative_information_score: 0.1536, mean_absolute_error: 0.3916, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4969, number_of_instances: 1473, precision: 0.4886, predictive_accuracy: 0.4969, prior_entropy: 1.539, relative_absolute_error: 0.9088, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4419, root_relative_squared_error: 0.9521, unweighted_recall: 0.4662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7085, f_measure: 0.5141, kappa: 0.2503, kb_relative_information_score: 0.172, mean_absolute_error: 0.3838, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5289, number_of_instances: 1473, precision: 0.5201, predictive_accuracy: 0.5289, prior_entropy: 1.539, relative_absolute_error: 0.8909, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4347, root_relative_squared_error: 0.9367, unweighted_recall: 0.4836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7206, f_measure: 0.5251, kappa: 0.2639, kb_relative_information_score: 0.1914, mean_absolute_error: 0.3772, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5356, number_of_instances: 1473, precision: 0.5281, predictive_accuracy: 0.5356, prior_entropy: 1.539, relative_absolute_error: 0.8756, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4314, root_relative_squared_error: 0.9294, unweighted_recall: 0.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6349, f_measure: 0.4333, kappa: 0.145, kb_relative_information_score: 0.0891, mean_absolute_error: 0.4115, mean_prior_absolute_error: 0.4308, weighted_recall: 0.482, number_of_instances: 1473, precision: 0.4651, predictive_accuracy: 0.482, prior_entropy: 1.539, relative_absolute_error: 0.9551, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.453, root_relative_squared_error: 0.976, unweighted_recall: 0.4125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7085, f_measure: 0.5134, kappa: 0.254, kb_relative_information_score: 0.1623, mean_absolute_error: 0.387, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5336, number_of_instances: 1473, precision: 0.5221, predictive_accuracy: 0.5336, prior_entropy: 1.539, relative_absolute_error: 0.8982, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4358, root_relative_squared_error: 0.9391, unweighted_recall: 0.4827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7301, f_measure: 0.5353, kappa: 0.2796, kb_relative_information_score: 0.2044, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5431, number_of_instances: 1473, precision: 0.5347, predictive_accuracy: 0.5431, prior_entropy: 1.539, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.429, root_relative_squared_error: 0.9243, unweighted_recall: 0.5068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6923, f_measure: 0.4866, kappa: 0.2129, kb_relative_information_score: 0.1492, mean_absolute_error: 0.3917, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5071, number_of_instances: 1473, precision: 0.4957, predictive_accuracy: 0.5071, prior_entropy: 1.539, relative_absolute_error: 0.9092, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4393, root_relative_squared_error: 0.9466, unweighted_recall: 0.4574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6759, f_measure: 0.4878, kappa: 0.2091, kb_relative_information_score: 0.131, mean_absolute_error: 0.3987, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5078, number_of_instances: 1473, precision: 0.4967, predictive_accuracy: 0.5078, prior_entropy: 1.539, relative_absolute_error: 0.9254, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4438, root_relative_squared_error: 0.9561, unweighted_recall: 0.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6902, f_measure: 0.4983, kappa: 0.2214, kb_relative_information_score: 0.16, mean_absolute_error: 0.3888, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5044, number_of_instances: 1473, precision: 0.4961, predictive_accuracy: 0.5044, prior_entropy: 1.539, relative_absolute_error: 0.9023, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4402, root_relative_squared_error: 0.9484, unweighted_recall: 0.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6846, f_measure: 0.4914, kappa: 0.2107, kb_relative_information_score: 0.1503, mean_absolute_error: 0.3917, mean_prior_absolute_error: 0.4308, weighted_recall: 0.501, number_of_instances: 1473, precision: 0.4904, predictive_accuracy: 0.501, prior_entropy: 1.539, relative_absolute_error: 0.9092, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4414, root_relative_squared_error: 0.9511, unweighted_recall: 0.4665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.5262, kappa: 0.2645, kb_relative_information_score: 0.1757, mean_absolute_error: 0.3834, mean_prior_absolute_error: 0.4308, weighted_recall: 0.537, number_of_instances: 1473, precision: 0.5311, predictive_accuracy: 0.537, prior_entropy: 1.539, relative_absolute_error: 0.8899, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.435, root_relative_squared_error: 0.9372, unweighted_recall: 0.4976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, f_measure: 0.4762, kappa: 0.2087, kb_relative_information_score: 0.1407, mean_absolute_error: 0.3941, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5078, number_of_instances: 1473, precision: 0.4904, predictive_accuracy: 0.5078, prior_entropy: 1.539, relative_absolute_error: 0.9149, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4403, root_relative_squared_error: 0.9487, unweighted_recall: 0.4508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.736, f_measure: 0.5414, kappa: 0.2898, kb_relative_information_score: 0.2139, mean_absolute_error: 0.3687, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5492, number_of_instances: 1473, precision: 0.54, predictive_accuracy: 0.5492, prior_entropy: 1.539, relative_absolute_error: 0.8559, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4269, root_relative_squared_error: 0.9198, unweighted_recall: 0.5121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6261, f_measure: 0.4145, kappa: 0.1225, kb_relative_information_score: 0.0744, mean_absolute_error: 0.4156, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4739, number_of_instances: 1473, precision: 0.4785, predictive_accuracy: 0.4739, prior_entropy: 1.539, relative_absolute_error: 0.9645, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4552, root_relative_squared_error: 0.9808, unweighted_recall: 0.4002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5759, kappa: 0.0181, kb_relative_information_score: 0.041, mean_absolute_error: 0.4226, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4162, number_of_instances: 1473, predictive_accuracy: 0.4162, prior_entropy: 1.539, relative_absolute_error: 0.9808, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4597, root_relative_squared_error: 0.9904, unweighted_recall: 0.3437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6671, f_measure: 0.4831, kappa: 0.199, kb_relative_information_score: 0.1265, mean_absolute_error: 0.4009, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5017, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.5017, prior_entropy: 1.539, relative_absolute_error: 0.9305, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4459, root_relative_squared_error: 0.9607, unweighted_recall: 0.4556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6475, f_measure: 0.4407, kappa: 0.1534, kb_relative_information_score: 0.1006, mean_absolute_error: 0.4077, mean_prior_absolute_error: 0.4308, weighted_recall: 0.484, number_of_instances: 1473, precision: 0.4675, predictive_accuracy: 0.484, prior_entropy: 1.539, relative_absolute_error: 0.9464, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4502, root_relative_squared_error: 0.97, unweighted_recall: 0.4175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7374, f_measure: 0.5531, kappa: 0.3077, kb_relative_information_score: 0.217, mean_absolute_error: 0.3675, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5614, number_of_instances: 1473, precision: 0.5529, predictive_accuracy: 0.5614, prior_entropy: 1.539, relative_absolute_error: 0.8531, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4264, root_relative_squared_error: 0.9188, unweighted_recall: 0.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7305, f_measure: 0.5369, kappa: 0.282, kb_relative_information_score: 0.2076, mean_absolute_error: 0.3715, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5451, number_of_instances: 1473, precision: 0.5366, predictive_accuracy: 0.5451, prior_entropy: 1.539, relative_absolute_error: 0.8623, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4285, root_relative_squared_error: 0.9232, unweighted_recall: 0.5084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7038, f_measure: 0.5153, kappa: 0.2484, kb_relative_information_score: 0.17, mean_absolute_error: 0.3846, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5214, number_of_instances: 1473, precision: 0.513, predictive_accuracy: 0.5214, prior_entropy: 1.539, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4367, root_relative_squared_error: 0.9409, unweighted_recall: 0.4892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7367, f_measure: 0.5392, kappa: 0.2865, kb_relative_information_score: 0.2144, mean_absolute_error: 0.3683, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5472, number_of_instances: 1473, precision: 0.5377, predictive_accuracy: 0.5472, prior_entropy: 1.539, relative_absolute_error: 0.8549, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.9194, unweighted_recall: 0.5099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6976, f_measure: 0.4812, kappa: 0.2132, kb_relative_information_score: 0.141, mean_absolute_error: 0.3941, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5119, number_of_instances: 1473, precision: 0.4961, predictive_accuracy: 0.5119, prior_entropy: 1.539, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9477, unweighted_recall: 0.4539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5776, f_measure: 0.3748, kappa: 0.0768, kb_relative_information_score: 0.0437, mean_absolute_error: 0.4241, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4528, number_of_instances: 1473, precision: 0.4535, predictive_accuracy: 0.4528, prior_entropy: 1.539, relative_absolute_error: 0.9845, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4602, root_relative_squared_error: 0.9917, unweighted_recall: 0.3777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7353, f_measure: 0.5404, kappa: 0.2873, kb_relative_information_score: 0.2134, mean_absolute_error: 0.3693, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5492, number_of_instances: 1473, precision: 0.5408, predictive_accuracy: 0.5492, prior_entropy: 1.539, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4271, root_relative_squared_error: 0.9203, unweighted_recall: 0.5117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7284, f_measure: 0.5365, kappa: 0.282, kb_relative_information_score: 0.2029, mean_absolute_error: 0.3738, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5485, number_of_instances: 1473, precision: 0.5395, predictive_accuracy: 0.5485, prior_entropy: 1.539, relative_absolute_error: 0.8677, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4299, root_relative_squared_error: 0.9262, unweighted_recall: 0.5066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7363, f_measure: 0.5401, kappa: 0.2877, kb_relative_information_score: 0.2133, mean_absolute_error: 0.3688, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5479, number_of_instances: 1473, precision: 0.5386, predictive_accuracy: 0.5479, prior_entropy: 1.539, relative_absolute_error: 0.8561, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4269, root_relative_squared_error: 0.9198, unweighted_recall: 0.5109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6979, f_measure: 0.5067, kappa: 0.2344, kb_relative_information_score: 0.1694, mean_absolute_error: 0.3877, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5078, number_of_instances: 1473, precision: 0.5064, predictive_accuracy: 0.5078, prior_entropy: 1.539, relative_absolute_error: 0.8998, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4386, root_relative_squared_error: 0.9449, unweighted_recall: 0.4854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, f_measure: 0.5082, kappa: 0.2373, kb_relative_information_score: 0.1629, mean_absolute_error: 0.3871, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5153, number_of_instances: 1473, precision: 0.5061, predictive_accuracy: 0.5153, prior_entropy: 1.539, relative_absolute_error: 0.8985, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4387, root_relative_squared_error: 0.9453, unweighted_recall: 0.4828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7171, f_measure: 0.5317, kappa: 0.2738, kb_relative_information_score: 0.1916, mean_absolute_error: 0.3776, mean_prior_absolute_error: 0.4308, weighted_recall: 0.537, number_of_instances: 1473, precision: 0.5299, predictive_accuracy: 0.537, prior_entropy: 1.539, relative_absolute_error: 0.8763, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4329, root_relative_squared_error: 0.9327, unweighted_recall: 0.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5586, f_measure: 0.3671, kappa: 0.0588, kb_relative_information_score: 0.0395, mean_absolute_error: 0.4253, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4386, number_of_instances: 1473, precision: 0.4184, predictive_accuracy: 0.4386, prior_entropy: 1.539, relative_absolute_error: 0.9871, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4613, root_relative_squared_error: 0.9939, unweighted_recall: 0.3698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.5163, kappa: 0.2499, kb_relative_information_score: 0.1739, mean_absolute_error: 0.3861, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5166, number_of_instances: 1473, precision: 0.5168, predictive_accuracy: 0.5166, prior_entropy: 1.539, relative_absolute_error: 0.8961, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4375, root_relative_squared_error: 0.9427, unweighted_recall: 0.4948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5767, f_measure: 0.3808, kappa: 0.0798, kb_relative_information_score: 0.0468, mean_absolute_error: 0.4236, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4521, number_of_instances: 1473, precision: 0.4452, predictive_accuracy: 0.4521, prior_entropy: 1.539, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.46, root_relative_squared_error: 0.9912, unweighted_recall: 0.3794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, f_measure: 0.5047, kappa: 0.2425, kb_relative_information_score: 0.1515, mean_absolute_error: 0.397, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5044, number_of_instances: 1473, precision: 0.5314, predictive_accuracy: 0.5044, prior_entropy: 1.539, relative_absolute_error: 0.9215, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.444, root_relative_squared_error: 0.9567, unweighted_recall: 0.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7084, f_measure: 0.5222, kappa: 0.2622, kb_relative_information_score: 0.1732, mean_absolute_error: 0.3878, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5207, number_of_instances: 1473, precision: 0.5317, predictive_accuracy: 0.5207, prior_entropy: 1.539, relative_absolute_error: 0.9, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4375, root_relative_squared_error: 0.9427, unweighted_recall: 0.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7051, f_measure: 0.5146, kappa: 0.2525, kb_relative_information_score: 0.1687, mean_absolute_error: 0.3849, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5302, number_of_instances: 1473, precision: 0.5207, predictive_accuracy: 0.5302, prior_entropy: 1.539, relative_absolute_error: 0.8934, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4355, root_relative_squared_error: 0.9385, unweighted_recall: 0.4841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7344, f_measure: 0.5369, kappa: 0.2823, kb_relative_information_score: 0.2108, mean_absolute_error: 0.3699, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5445, number_of_instances: 1473, precision: 0.5357, predictive_accuracy: 0.5445, prior_entropy: 1.539, relative_absolute_error: 0.8586, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4275, root_relative_squared_error: 0.9211, unweighted_recall: 0.5082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6358, f_measure: 0.3786, kappa: 0.0651, kb_relative_information_score: 0.078, mean_absolute_error: 0.4129, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4392, number_of_instances: 1473, precision: 0.3867, predictive_accuracy: 0.4392, prior_entropy: 1.539, relative_absolute_error: 0.9585, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4523, root_relative_squared_error: 0.9745, unweighted_recall: 0.3671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6808, f_measure: 0.4911, kappa: 0.2103, kb_relative_information_score: 0.1507, mean_absolute_error: 0.3922, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4983, number_of_instances: 1473, precision: 0.4891, predictive_accuracy: 0.4983, prior_entropy: 1.539, relative_absolute_error: 0.9102, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9533, unweighted_recall: 0.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7032, f_measure: 0.494, kappa: 0.2319, kb_relative_information_score: 0.1468, mean_absolute_error: 0.3921, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5234, number_of_instances: 1473, precision: 0.5097, predictive_accuracy: 0.5234, prior_entropy: 1.539, relative_absolute_error: 0.9102, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9448, unweighted_recall: 0.4658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.497, kappa: 0.2268, kb_relative_information_score: 0.1314, mean_absolute_error: 0.3983, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5255, number_of_instances: 1473, precision: 0.5242, predictive_accuracy: 0.5255, prior_entropy: 1.539, relative_absolute_error: 0.9246, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.445, root_relative_squared_error: 0.9588, unweighted_recall: 0.4708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7346, f_measure: 0.5471, kappa: 0.2977, kb_relative_information_score: 0.2151, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5547, number_of_instances: 1473, precision: 0.5467, predictive_accuracy: 0.5547, prior_entropy: 1.539, relative_absolute_error: 0.8553, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4275, root_relative_squared_error: 0.9212, unweighted_recall: 0.5188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6954, f_measure: 0.4728, kappa: 0.2012, kb_relative_information_score: 0.142, mean_absolute_error: 0.3936, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5037, number_of_instances: 1473, precision: 0.4856, predictive_accuracy: 0.5037, prior_entropy: 1.539, relative_absolute_error: 0.9136, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4398, root_relative_squared_error: 0.9476, unweighted_recall: 0.4468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7158, f_measure: 0.5236, kappa: 0.2614, kb_relative_information_score: 0.1879, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5295, number_of_instances: 1473, precision: 0.5214, predictive_accuracy: 0.5295, prior_entropy: 1.539, relative_absolute_error: 0.8772, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.9336, unweighted_recall: 0.4966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6844, f_measure: 0.4828, kappa: 0.2, kb_relative_information_score: 0.1416, mean_absolute_error: 0.3951, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4983, number_of_instances: 1473, precision: 0.4886, predictive_accuracy: 0.4983, prior_entropy: 1.539, relative_absolute_error: 0.917, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4414, root_relative_squared_error: 0.951, unweighted_recall: 0.4532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6926, f_measure: 0.5075, kappa: 0.2371, kb_relative_information_score: 0.1562, mean_absolute_error: 0.3933, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5064, number_of_instances: 1473, precision: 0.512, predictive_accuracy: 0.5064, prior_entropy: 1.539, relative_absolute_error: 0.913, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4405, root_relative_squared_error: 0.9492, unweighted_recall: 0.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.564, f_measure: 0.3789, kappa: 0.0795, kb_relative_information_score: 0.0451, mean_absolute_error: 0.4233, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4521, number_of_instances: 1473, precision: 0.4508, predictive_accuracy: 0.4521, prior_entropy: 1.539, relative_absolute_error: 0.9826, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.46, root_relative_squared_error: 0.9911, unweighted_recall: 0.3838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6146, f_measure: 0.4298, kappa: 0.1332, kb_relative_information_score: 0.0759, mean_absolute_error: 0.416, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4752, number_of_instances: 1473, precision: 0.4666, predictive_accuracy: 0.4752, prior_entropy: 1.539, relative_absolute_error: 0.9656, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4558, root_relative_squared_error: 0.9822, unweighted_recall: 0.4095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7265, f_measure: 0.5347, kappa: 0.2791, kb_relative_information_score: 0.2024, mean_absolute_error: 0.3732, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5445, number_of_instances: 1473, precision: 0.5358, predictive_accuracy: 0.5445, prior_entropy: 1.539, relative_absolute_error: 0.8663, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4297, root_relative_squared_error: 0.9259, unweighted_recall: 0.5054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6874, f_measure: 0.4948, kappa: 0.216, kb_relative_information_score: 0.1543, mean_absolute_error: 0.3905, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5037, number_of_instances: 1473, precision: 0.4933, predictive_accuracy: 0.5037, prior_entropy: 1.539, relative_absolute_error: 0.9063, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4408, root_relative_squared_error: 0.9498, unweighted_recall: 0.469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5841, f_measure: 0.3862, kappa: 0.0873, kb_relative_information_score: 0.0484, mean_absolute_error: 0.4231, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4569, number_of_instances: 1473, precision: 0.4557, predictive_accuracy: 0.4569, prior_entropy: 1.539, relative_absolute_error: 0.9821, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4597, root_relative_squared_error: 0.9906, unweighted_recall: 0.3829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7309, f_measure: 0.5356, kappa: 0.28, kb_relative_information_score: 0.2077, mean_absolute_error: 0.3712, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5438, number_of_instances: 1473, precision: 0.5355, predictive_accuracy: 0.5438, prior_entropy: 1.539, relative_absolute_error: 0.8616, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4284, root_relative_squared_error: 0.923, unweighted_recall: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7099, f_measure: 0.522, kappa: 0.2597, kb_relative_information_score: 0.1752, mean_absolute_error: 0.3862, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5214, number_of_instances: 1473, precision: 0.5273, predictive_accuracy: 0.5214, prior_entropy: 1.539, relative_absolute_error: 0.8964, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4364, root_relative_squared_error: 0.9403, unweighted_recall: 0.5002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6854, f_measure: 0.4923, kappa: 0.2123, kb_relative_information_score: 0.15, mean_absolute_error: 0.3918, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5017, number_of_instances: 1473, precision: 0.4911, predictive_accuracy: 0.5017, prior_entropy: 1.539, relative_absolute_error: 0.9094, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4412, root_relative_squared_error: 0.9507, unweighted_recall: 0.4675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7306, f_measure: 0.5374, kappa: 0.2837, kb_relative_information_score: 0.2095, mean_absolute_error: 0.37, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5458, number_of_instances: 1473, precision: 0.5359, predictive_accuracy: 0.5458, prior_entropy: 1.539, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4286, root_relative_squared_error: 0.9235, unweighted_recall: 0.5076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6934, f_measure: 0.5094, kappa: 0.2397, kb_relative_information_score: 0.159, mean_absolute_error: 0.3922, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5085, number_of_instances: 1473, precision: 0.5137, predictive_accuracy: 0.5085, prior_entropy: 1.539, relative_absolute_error: 0.9103, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4402, root_relative_squared_error: 0.9484, unweighted_recall: 0.4906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7085, f_measure: 0.5147, kappa: 0.2519, kb_relative_information_score: 0.1736, mean_absolute_error: 0.3833, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5295, number_of_instances: 1473, precision: 0.5189, predictive_accuracy: 0.5295, prior_entropy: 1.539, relative_absolute_error: 0.8897, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4346, root_relative_squared_error: 0.9364, unweighted_recall: 0.4838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.5052, kappa: 0.2332, kb_relative_information_score: 0.1542, mean_absolute_error: 0.394, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5044, number_of_instances: 1473, precision: 0.5088, predictive_accuracy: 0.5044, prior_entropy: 1.539, relative_absolute_error: 0.9145, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4409, root_relative_squared_error: 0.95, unweighted_recall: 0.4868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7068, f_measure: 0.5091, kappa: 0.2437, kb_relative_information_score: 0.1689, mean_absolute_error: 0.3848, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5255, number_of_instances: 1473, precision: 0.5159, predictive_accuracy: 0.5255, prior_entropy: 1.539, relative_absolute_error: 0.8932, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4352, root_relative_squared_error: 0.9378, unweighted_recall: 0.4786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6938, f_measure: 0.5171, kappa: 0.2489, kb_relative_information_score: 0.1612, mean_absolute_error: 0.3893, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5275, number_of_instances: 1473, precision: 0.5213, predictive_accuracy: 0.5275, prior_entropy: 1.539, relative_absolute_error: 0.9036, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4392, root_relative_squared_error: 0.9463, unweighted_recall: 0.4895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7077, f_measure: 0.5233, kappa: 0.2619, kb_relative_information_score: 0.172, mean_absolute_error: 0.3874, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5227, number_of_instances: 1473, precision: 0.5287, predictive_accuracy: 0.5227, prior_entropy: 1.539, relative_absolute_error: 0.8992, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.437, root_relative_squared_error: 0.9416, unweighted_recall: 0.5019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6399, f_measure: 0.402, kappa: 0.1032, kb_relative_information_score: 0.0884, mean_absolute_error: 0.4104, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4589, number_of_instances: 1473, precision: 0.4119, predictive_accuracy: 0.4589, prior_entropy: 1.539, relative_absolute_error: 0.9527, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4513, root_relative_squared_error: 0.9724, unweighted_recall: 0.3866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6523, f_measure: 0.4224, kappa: 0.1266, kb_relative_information_score: 0.098, mean_absolute_error: 0.4077, mean_prior_absolute_error: 0.4308, weighted_recall: 0.465, number_of_instances: 1473, precision: 0.439, predictive_accuracy: 0.465, prior_entropy: 1.539, relative_absolute_error: 0.9463, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4487, root_relative_squared_error: 0.9668, unweighted_recall: 0.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.638, f_measure: 0.392, kappa: 0.0822, kb_relative_information_score: 0.0875, mean_absolute_error: 0.4107, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4453, number_of_instances: 1473, precision: 0.4026, predictive_accuracy: 0.4453, prior_entropy: 1.539, relative_absolute_error: 0.9533, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4515, root_relative_squared_error: 0.9728, unweighted_recall: 0.3761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6422, f_measure: 0.436, kappa: 0.1425, kb_relative_information_score: 0.0977, mean_absolute_error: 0.409, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4779, number_of_instances: 1473, precision: 0.4606, predictive_accuracy: 0.4779, prior_entropy: 1.539, relative_absolute_error: 0.9494, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4511, root_relative_squared_error: 0.972, unweighted_recall: 0.4128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7219, f_measure: 0.5339, kappa: 0.2781, kb_relative_information_score: 0.1888, mean_absolute_error: 0.3781, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5451, number_of_instances: 1473, precision: 0.5366, predictive_accuracy: 0.5451, prior_entropy: 1.539, relative_absolute_error: 0.8777, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9303, unweighted_recall: 0.5042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7156, f_measure: 0.5255, kappa: 0.2648, kb_relative_information_score: 0.1861, mean_absolute_error: 0.3784, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5322, number_of_instances: 1473, precision: 0.5231, predictive_accuracy: 0.5322, prior_entropy: 1.539, relative_absolute_error: 0.8784, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4334, root_relative_squared_error: 0.9339, unweighted_recall: 0.4975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7339, f_measure: 0.5414, kappa: 0.2901, kb_relative_information_score: 0.2114, mean_absolute_error: 0.369, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5499, number_of_instances: 1473, precision: 0.54, predictive_accuracy: 0.5499, prior_entropy: 1.539, relative_absolute_error: 0.8565, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4276, root_relative_squared_error: 0.9214, unweighted_recall: 0.5116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6852, f_measure: 0.492, kappa: 0.2116, kb_relative_information_score: 0.1496, mean_absolute_error: 0.3919, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5017, number_of_instances: 1473, precision: 0.4911, predictive_accuracy: 0.5017, prior_entropy: 1.539, relative_absolute_error: 0.9096, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4413, root_relative_squared_error: 0.9508, unweighted_recall: 0.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, f_measure: 0.4674, kappa: 0.1879, kb_relative_information_score: 0.1274, mean_absolute_error: 0.3994, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4956, number_of_instances: 1473, precision: 0.4822, predictive_accuracy: 0.4956, prior_entropy: 1.539, relative_absolute_error: 0.9271, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4436, root_relative_squared_error: 0.9558, unweighted_recall: 0.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7231, f_measure: 0.5295, kappa: 0.2708, kb_relative_information_score: 0.1972, mean_absolute_error: 0.3755, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5411, number_of_instances: 1473, precision: 0.5337, predictive_accuracy: 0.5411, prior_entropy: 1.539, relative_absolute_error: 0.8716, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4307, root_relative_squared_error: 0.9279, unweighted_recall: 0.4998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6989, f_measure: 0.5097, kappa: 0.2397, kb_relative_information_score: 0.1669, mean_absolute_error: 0.3857, mean_prior_absolute_error: 0.4308, weighted_recall: 0.516, number_of_instances: 1473, precision: 0.5074, predictive_accuracy: 0.516, prior_entropy: 1.539, relative_absolute_error: 0.8953, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.438, root_relative_squared_error: 0.9438, unweighted_recall: 0.4838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7286, f_measure: 0.5343, kappa: 0.2782, kb_relative_information_score: 0.2046, mean_absolute_error: 0.3727, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5438, number_of_instances: 1473, precision: 0.5349, predictive_accuracy: 0.5438, prior_entropy: 1.539, relative_absolute_error: 0.8651, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4291, root_relative_squared_error: 0.9245, unweighted_recall: 0.5051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6974, f_measure: 0.4976, kappa: 0.2195, kb_relative_information_score: 0.17, mean_absolute_error: 0.3863, mean_prior_absolute_error: 0.4308, weighted_recall: 0.501, number_of_instances: 1473, precision: 0.4962, predictive_accuracy: 0.501, prior_entropy: 1.539, relative_absolute_error: 0.8966, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4384, root_relative_squared_error: 0.9446, unweighted_recall: 0.4744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6467, f_measure: 0.4393, kappa: 0.1519, kb_relative_information_score: 0.0995, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4834, number_of_instances: 1473, precision: 0.4651, predictive_accuracy: 0.4834, prior_entropy: 1.539, relative_absolute_error: 0.9471, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4504, root_relative_squared_error: 0.9705, unweighted_recall: 0.4164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, f_measure: 0.4901, kappa: 0.208, kb_relative_information_score: 0.1425, mean_absolute_error: 0.398, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4908, number_of_instances: 1473, precision: 0.4905, predictive_accuracy: 0.4908, prior_entropy: 1.539, relative_absolute_error: 0.9239, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4433, root_relative_squared_error: 0.9552, unweighted_recall: 0.4715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6647, f_measure: 0.4277, kappa: 0.1348, kb_relative_information_score: 0.1026, mean_absolute_error: 0.4065, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4684, number_of_instances: 1473, precision: 0.4436, predictive_accuracy: 0.4684, prior_entropy: 1.539, relative_absolute_error: 0.9436, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4474, root_relative_squared_error: 0.964, unweighted_recall: 0.4061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7324, f_measure: 0.5379, kappa: 0.2836, kb_relative_information_score: 0.2102, mean_absolute_error: 0.3704, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5458, number_of_instances: 1473, precision: 0.5376, predictive_accuracy: 0.5458, prior_entropy: 1.539, relative_absolute_error: 0.8597, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4279, root_relative_squared_error: 0.9219, unweighted_recall: 0.5093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7312, f_measure: 0.5367, kappa: 0.2825, kb_relative_information_score: 0.209, mean_absolute_error: 0.37, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5451, number_of_instances: 1473, precision: 0.5352, predictive_accuracy: 0.5451, prior_entropy: 1.539, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4285, root_relative_squared_error: 0.9232, unweighted_recall: 0.5071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6702, f_measure: 0.4612, kappa: 0.1766, kb_relative_information_score: 0.1229, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4902, number_of_instances: 1473, precision: 0.4762, predictive_accuracy: 0.4902, prior_entropy: 1.539, relative_absolute_error: 0.9302, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4446, root_relative_squared_error: 0.958, unweighted_recall: 0.4334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7366, f_measure: 0.5436, kappa: 0.2934, kb_relative_information_score: 0.2148, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5519, number_of_instances: 1473, precision: 0.5424, predictive_accuracy: 0.5519, prior_entropy: 1.539, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.9195, unweighted_recall: 0.5138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6626, f_measure: 0.4433, kappa: 0.1601, kb_relative_information_score: 0.1093, mean_absolute_error: 0.4045, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4827, number_of_instances: 1473, precision: 0.4606, predictive_accuracy: 0.4827, prior_entropy: 1.539, relative_absolute_error: 0.9389, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4465, root_relative_squared_error: 0.9621, unweighted_recall: 0.4201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7358, f_measure: 0.5454, kappa: 0.2951, kb_relative_information_score: 0.2154, mean_absolute_error: 0.3677, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5533, number_of_instances: 1473, precision: 0.5452, predictive_accuracy: 0.5533, prior_entropy: 1.539, relative_absolute_error: 0.8535, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4269, root_relative_squared_error: 0.9198, unweighted_recall: 0.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6856, f_measure: 0.4743, kappa: 0.2053, kb_relative_information_score: 0.1337, mean_absolute_error: 0.3968, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5058, number_of_instances: 1473, precision: 0.4832, predictive_accuracy: 0.5058, prior_entropy: 1.539, relative_absolute_error: 0.921, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.442, root_relative_squared_error: 0.9524, unweighted_recall: 0.4474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6612, f_measure: 0.4444, kappa: 0.1572, kb_relative_information_score: 0.1125, mean_absolute_error: 0.4038, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4834, number_of_instances: 1473, precision: 0.465, predictive_accuracy: 0.4834, prior_entropy: 1.539, relative_absolute_error: 0.9374, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.9628, unweighted_recall: 0.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.4705, kappa: 0.2025, kb_relative_information_score: 0.1369, mean_absolute_error: 0.3954, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5051, number_of_instances: 1473, precision: 0.4846, predictive_accuracy: 0.5051, prior_entropy: 1.539, relative_absolute_error: 0.9177, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4409, root_relative_squared_error: 0.95, unweighted_recall: 0.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5452, f_measure: 0.2926, kappa: 0.0159, kb_relative_information_score: 0.0217, mean_absolute_error: 0.4279, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4297, number_of_instances: 1473, precision: 0.4059, predictive_accuracy: 0.4297, prior_entropy: 1.539, relative_absolute_error: 0.9932, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4624, root_relative_squared_error: 0.9962, unweighted_recall: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6874, f_measure: 0.5063, kappa: 0.2369, kb_relative_information_score: 0.1502, mean_absolute_error: 0.396, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5051, number_of_instances: 1473, precision: 0.5162, predictive_accuracy: 0.5051, prior_entropy: 1.539, relative_absolute_error: 0.9191, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4423, root_relative_squared_error: 0.9529, unweighted_recall: 0.4888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7347, f_measure: 0.5378, kappa: 0.284, kb_relative_information_score: 0.2116, mean_absolute_error: 0.3696, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5458, number_of_instances: 1473, precision: 0.5366, predictive_accuracy: 0.5458, prior_entropy: 1.539, relative_absolute_error: 0.858, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4274, root_relative_squared_error: 0.9208, unweighted_recall: 0.5086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.665, f_measure: 0.4348, kappa: 0.1426, kb_relative_information_score: 0.108, mean_absolute_error: 0.4051, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4725, number_of_instances: 1473, precision: 0.4567, predictive_accuracy: 0.4725, prior_entropy: 1.539, relative_absolute_error: 0.9403, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.9627, unweighted_recall: 0.4116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, f_measure: 0.5081, kappa: 0.2369, kb_relative_information_score: 0.1652, mean_absolute_error: 0.3863, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5146, number_of_instances: 1473, precision: 0.5059, predictive_accuracy: 0.5146, prior_entropy: 1.539, relative_absolute_error: 0.8966, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.9442, unweighted_recall: 0.4825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7325, f_measure: 0.5389, kappa: 0.2853, kb_relative_information_score: 0.2101, mean_absolute_error: 0.3704, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5472, number_of_instances: 1473, precision: 0.5388, predictive_accuracy: 0.5472, prior_entropy: 1.539, relative_absolute_error: 0.8598, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4279, root_relative_squared_error: 0.922, unweighted_recall: 0.5101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, f_measure: 0.5027, kappa: 0.2295, kb_relative_information_score: 0.1516, mean_absolute_error: 0.395, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5017, number_of_instances: 1473, precision: 0.5062, predictive_accuracy: 0.5017, prior_entropy: 1.539, relative_absolute_error: 0.9169, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4416, root_relative_squared_error: 0.9514, unweighted_recall: 0.4852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6129, f_measure: 0.3034, kappa: -0.0003, kb_relative_information_score: 0.0407, mean_absolute_error: 0.4214, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4175, number_of_instances: 1473, precision: 0.3682, predictive_accuracy: 0.4175, prior_entropy: 1.539, relative_absolute_error: 0.9781, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4578, root_relative_squared_error: 0.9864, unweighted_recall: 0.3334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7377, f_measure: 0.5465, kappa: 0.2975, kb_relative_information_score: 0.2166, mean_absolute_error: 0.3676, mean_prior_absolute_error: 0.4308, weighted_recall: 0.554, number_of_instances: 1473, precision: 0.5449, predictive_accuracy: 0.554, prior_entropy: 1.539, relative_absolute_error: 0.8533, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4263, root_relative_squared_error: 0.9186, unweighted_recall: 0.5176,

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

OpenML bootcamp

From your own software

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

OpenML APIs