Task
Supervised Classification on cmc

Supervised Classification on cmc

Task 23 Supervised Classification cmc 21482 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:

21482 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: 0.6963, f_measure: 0.5015, kappa: 0.2238, kb_relative_information_score: 0.1758, mean_absolute_error: 0.3839, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5078, number_of_instances: 1473, precision: 0.5021, predictive_accuracy: 0.5078, prior_entropy: 1.539, relative_absolute_error: 0.891, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.9441, unweighted_recall: 0.4765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.502, kappa: 0.225, kb_relative_information_score: 0.1847, mean_absolute_error: 0.3818, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5085, number_of_instances: 1473, precision: 0.5018, predictive_accuracy: 0.5085, prior_entropy: 1.539, relative_absolute_error: 0.8863, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.9454, unweighted_recall: 0.4775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6963, f_measure: 0.5015, kappa: 0.2238, kb_relative_information_score: 0.1758, mean_absolute_error: 0.3839, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5078, number_of_instances: 1473, precision: 0.5021, predictive_accuracy: 0.5078, prior_entropy: 1.539, relative_absolute_error: 0.891, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.9441, unweighted_recall: 0.4765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6924, f_measure: 0.5008, kappa: 0.2261, kb_relative_information_score: 0.1868, mean_absolute_error: 0.3808, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5112, number_of_instances: 1473, precision: 0.5024, predictive_accuracy: 0.5112, prior_entropy: 1.539, relative_absolute_error: 0.884, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4412, root_relative_squared_error: 0.9507, unweighted_recall: 0.4791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6845, f_measure: 0.2706, kappa: 0.0061, kb_relative_information_score: 0.042, mean_absolute_error: 0.4223, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4291, number_of_instances: 1473, precision: 0.3495, predictive_accuracy: 0.4291, prior_entropy: 1.539, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4559, root_relative_squared_error: 0.9823, unweighted_recall: 0.3364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.502, kappa: 0.225, kb_relative_information_score: 0.1847, mean_absolute_error: 0.3818, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5085, number_of_instances: 1473, precision: 0.5018, predictive_accuracy: 0.5085, prior_entropy: 1.539, relative_absolute_error: 0.8863, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.9454, unweighted_recall: 0.4775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6929, f_measure: 0.4804, kappa: 0.1922, kb_relative_information_score: 0.1291, mean_absolute_error: 0.3993, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4983, number_of_instances: 1473, precision: 0.4939, predictive_accuracy: 0.4983, prior_entropy: 1.539, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4414, root_relative_squared_error: 0.9511, unweighted_recall: 0.4524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6963, f_measure: 0.5015, kappa: 0.2238, kb_relative_information_score: 0.1758, mean_absolute_error: 0.3839, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5078, number_of_instances: 1473, precision: 0.5021, predictive_accuracy: 0.5078, prior_entropy: 1.539, relative_absolute_error: 0.891, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.9441, unweighted_recall: 0.4765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.5074, kappa: 0.2337, kb_relative_information_score: 0.1859, mean_absolute_error: 0.3816, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5139, number_of_instances: 1473, precision: 0.5075, predictive_accuracy: 0.5139, prior_entropy: 1.539, relative_absolute_error: 0.8858, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4387, root_relative_squared_error: 0.9453, unweighted_recall: 0.4815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.5074, kappa: 0.2337, kb_relative_information_score: 0.1859, mean_absolute_error: 0.3816, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5139, number_of_instances: 1473, precision: 0.5075, predictive_accuracy: 0.5139, prior_entropy: 1.539, relative_absolute_error: 0.8858, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4387, root_relative_squared_error: 0.9453, unweighted_recall: 0.4815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6971, f_measure: 0.5021, kappa: 0.2255, kb_relative_information_score: 0.1884, mean_absolute_error: 0.3796, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5071, number_of_instances: 1473, precision: 0.5012, predictive_accuracy: 0.5071, prior_entropy: 1.539, relative_absolute_error: 0.8811, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9447, unweighted_recall: 0.4783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.4994, kappa: 0.2208, kb_relative_information_score: 0.1819, mean_absolute_error: 0.3828, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5064, number_of_instances: 1473, precision: 0.4997, predictive_accuracy: 0.5064, prior_entropy: 1.539, relative_absolute_error: 0.8885, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4386, root_relative_squared_error: 0.9451, unweighted_recall: 0.4744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6845, f_measure: 0.2706, kappa: 0.0061, kb_relative_information_score: 0.042, mean_absolute_error: 0.4223, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4291, number_of_instances: 1473, precision: 0.3495, predictive_accuracy: 0.4291, prior_entropy: 1.539, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4559, root_relative_squared_error: 0.9823, unweighted_recall: 0.3364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6971, f_measure: 0.5021, kappa: 0.2255, kb_relative_information_score: 0.1884, mean_absolute_error: 0.3796, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5071, number_of_instances: 1473, precision: 0.5012, predictive_accuracy: 0.5071, prior_entropy: 1.539, relative_absolute_error: 0.8811, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9447, unweighted_recall: 0.4783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6845, f_measure: 0.2706, kappa: 0.0061, kb_relative_information_score: 0.042, mean_absolute_error: 0.4223, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4291, number_of_instances: 1473, precision: 0.3495, predictive_accuracy: 0.4291, prior_entropy: 1.539, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4559, root_relative_squared_error: 0.9823, unweighted_recall: 0.3364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.4994, kappa: 0.2208, kb_relative_information_score: 0.1819, mean_absolute_error: 0.3828, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5064, number_of_instances: 1473, precision: 0.4997, predictive_accuracy: 0.5064, prior_entropy: 1.539, relative_absolute_error: 0.8885, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4386, root_relative_squared_error: 0.9451, unweighted_recall: 0.4744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.502, kappa: 0.225, kb_relative_information_score: 0.1847, mean_absolute_error: 0.3818, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5085, number_of_instances: 1473, precision: 0.5018, predictive_accuracy: 0.5085, prior_entropy: 1.539, relative_absolute_error: 0.8863, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.9454, unweighted_recall: 0.4775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6963, f_measure: 0.5015, kappa: 0.2238, kb_relative_information_score: 0.1758, mean_absolute_error: 0.3839, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5078, number_of_instances: 1473, precision: 0.5021, predictive_accuracy: 0.5078, prior_entropy: 1.539, relative_absolute_error: 0.891, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.9441, unweighted_recall: 0.4765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.697, f_measure: 0.5021, kappa: 0.2255, kb_relative_information_score: 0.1886, mean_absolute_error: 0.3795, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5071, number_of_instances: 1473, precision: 0.5012, predictive_accuracy: 0.5071, prior_entropy: 1.539, relative_absolute_error: 0.881, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9448, unweighted_recall: 0.4783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.502, kappa: 0.225, kb_relative_information_score: 0.1847, mean_absolute_error: 0.3818, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5085, number_of_instances: 1473, precision: 0.5018, predictive_accuracy: 0.5085, prior_entropy: 1.539, relative_absolute_error: 0.8863, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.9454, unweighted_recall: 0.4775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.5012, kappa: 0.2238, kb_relative_information_score: 0.1846, mean_absolute_error: 0.3819, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5078, number_of_instances: 1473, precision: 0.501, predictive_accuracy: 0.5078, prior_entropy: 1.539, relative_absolute_error: 0.8864, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.9454, unweighted_recall: 0.4765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6078, f_measure: 0.4814, kappa: 0.1983, kb_relative_information_score: 0.2621, mean_absolute_error: 0.3446, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4813, number_of_instances: 1473, precision: 0.4815, predictive_accuracy: 0.4813, prior_entropy: 1.539, relative_absolute_error: 0.7998, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5803, root_relative_squared_error: 1.2504, unweighted_recall: 0.4627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6079, f_measure: 0.4841, kappa: 0.2023, kb_relative_information_score: 0.2632, mean_absolute_error: 0.3443, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4847, number_of_instances: 1473, precision: 0.4836, predictive_accuracy: 0.4847, prior_entropy: 1.539, relative_absolute_error: 0.7991, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5795, root_relative_squared_error: 1.2486, unweighted_recall: 0.4655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7299, f_measure: 0.5347, kappa: 0.2765, kb_relative_information_score: 0.192, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5411, number_of_instances: 1473, precision: 0.5349, predictive_accuracy: 0.5411, prior_entropy: 1.539, relative_absolute_error: 0.8757, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4286, root_relative_squared_error: 0.9235, unweighted_recall: 0.5101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, f_measure: 0.5176, kappa: 0.2524, kb_relative_information_score: 0.2012, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5241, number_of_instances: 1473, precision: 0.5158, predictive_accuracy: 0.5241, prior_entropy: 1.539, relative_absolute_error: 0.8704, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4379, root_relative_squared_error: 0.9436, unweighted_recall: 0.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6964, f_measure: 0.5139, kappa: 0.2456, kb_relative_information_score: 0.185, mean_absolute_error: 0.3814, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5227, number_of_instances: 1473, precision: 0.5144, predictive_accuracy: 0.5227, prior_entropy: 1.539, relative_absolute_error: 0.8853, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.9442, unweighted_recall: 0.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7192, f_measure: 0.542, kappa: 0.2888, kb_relative_information_score: 0.2506, mean_absolute_error: 0.3521, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5465, number_of_instances: 1473, precision: 0.5409, predictive_accuracy: 0.5465, prior_entropy: 1.539, relative_absolute_error: 0.8173, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4336, root_relative_squared_error: 0.9343, unweighted_recall: 0.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7421, f_measure: 0.5571, kappa: 0.3119, kb_relative_information_score: 0.2241, mean_absolute_error: 0.3634, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5614, number_of_instances: 1473, precision: 0.56, predictive_accuracy: 0.5614, prior_entropy: 1.539, relative_absolute_error: 0.8434, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4231, root_relative_squared_error: 0.9116, unweighted_recall: 0.5304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7299, f_measure: 0.5503, kappa: 0.3022, kb_relative_information_score: 0.2393, mean_absolute_error: 0.3571, mean_prior_absolute_error: 0.4308, weighted_recall: 0.554, number_of_instances: 1473, precision: 0.5499, predictive_accuracy: 0.554, prior_entropy: 1.539, relative_absolute_error: 0.8289, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.427, root_relative_squared_error: 0.9199, unweighted_recall: 0.5244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.498, kappa: 0.2252, kb_relative_information_score: 0.1364, mean_absolute_error: 0.397, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5153, number_of_instances: 1473, precision: 0.502, predictive_accuracy: 0.5153, prior_entropy: 1.539, relative_absolute_error: 0.9214, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4378, root_relative_squared_error: 0.9434, unweighted_recall: 0.4726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6941, f_measure: 0.5027, kappa: 0.2279, kb_relative_information_score: 0.1769, mean_absolute_error: 0.3845, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5119, number_of_instances: 1473, precision: 0.5027, predictive_accuracy: 0.5119, prior_entropy: 1.539, relative_absolute_error: 0.8925, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4391, root_relative_squared_error: 0.9462, unweighted_recall: 0.4791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7285, f_measure: 0.5422, kappa: 0.289, kb_relative_information_score: 0.2327, mean_absolute_error: 0.3603, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5465, number_of_instances: 1473, precision: 0.5416, predictive_accuracy: 0.5465, prior_entropy: 1.539, relative_absolute_error: 0.8363, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4275, root_relative_squared_error: 0.921, unweighted_recall: 0.5167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7423, f_measure: 0.5631, kappa: 0.3212, kb_relative_information_score: 0.2441, mean_absolute_error: 0.3544, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5655, number_of_instances: 1473, precision: 0.5665, predictive_accuracy: 0.5655, prior_entropy: 1.539, relative_absolute_error: 0.8226, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4226, root_relative_squared_error: 0.9107, unweighted_recall: 0.5382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7372, f_measure: 0.5518, kappa: 0.3037, kb_relative_information_score: 0.2422, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5553, number_of_instances: 1473, precision: 0.5533, predictive_accuracy: 0.5553, prior_entropy: 1.539, relative_absolute_error: 0.8262, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4242, root_relative_squared_error: 0.9141, unweighted_recall: 0.5261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, f_measure: 0.556, kappa: 0.3105, kb_relative_information_score: 0.2251, mean_absolute_error: 0.363, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5601, number_of_instances: 1473, precision: 0.5576, predictive_accuracy: 0.5601, prior_entropy: 1.539, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4231, root_relative_squared_error: 0.9116, unweighted_recall: 0.5294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7277, f_measure: 0.5459, kappa: 0.2951, kb_relative_information_score: 0.2398, mean_absolute_error: 0.3568, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5499, number_of_instances: 1473, precision: 0.5454, predictive_accuracy: 0.5499, prior_entropy: 1.539, relative_absolute_error: 0.8282, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4287, root_relative_squared_error: 0.9236, unweighted_recall: 0.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7388, f_measure: 0.559, kappa: 0.315, kb_relative_information_score: 0.2304, mean_absolute_error: 0.361, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5628, number_of_instances: 1473, precision: 0.5602, predictive_accuracy: 0.5628, prior_entropy: 1.539, relative_absolute_error: 0.8379, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.424, root_relative_squared_error: 0.9135, unweighted_recall: 0.5337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7103, f_measure: 0.5332, kappa: 0.2753, kb_relative_information_score: 0.2387, mean_absolute_error: 0.3587, mean_prior_absolute_error: 0.4308, weighted_recall: 0.537, number_of_instances: 1473, precision: 0.5319, predictive_accuracy: 0.537, prior_entropy: 1.539, relative_absolute_error: 0.8325, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4373, root_relative_squared_error: 0.9423, unweighted_recall: 0.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7154, f_measure: 0.5348, kappa: 0.2771, kb_relative_information_score: 0.2568, mean_absolute_error: 0.3493, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5384, number_of_instances: 1473, precision: 0.5343, predictive_accuracy: 0.5384, prior_entropy: 1.539, relative_absolute_error: 0.8107, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4376, root_relative_squared_error: 0.9428, unweighted_recall: 0.5109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7278, f_measure: 0.5434, kappa: 0.2913, kb_relative_information_score: 0.2339, mean_absolute_error: 0.3595, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5485, number_of_instances: 1473, precision: 0.5423, predictive_accuracy: 0.5485, prior_entropy: 1.539, relative_absolute_error: 0.8345, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4282, root_relative_squared_error: 0.9227, unweighted_recall: 0.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7044, f_measure: 0.5027, kappa: 0.2281, kb_relative_information_score: 0.1675, mean_absolute_error: 0.387, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5166, number_of_instances: 1473, precision: 0.509, predictive_accuracy: 0.5166, prior_entropy: 1.539, relative_absolute_error: 0.8984, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4371, root_relative_squared_error: 0.9419, unweighted_recall: 0.4797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7055, f_measure: 0.5253, kappa: 0.2632, kb_relative_information_score: 0.2502, mean_absolute_error: 0.3528, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5289, number_of_instances: 1473, precision: 0.5242, predictive_accuracy: 0.5289, prior_entropy: 1.539, relative_absolute_error: 0.8189, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4435, root_relative_squared_error: 0.9555, unweighted_recall: 0.4997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.729, f_measure: 0.5424, kappa: 0.2898, kb_relative_information_score: 0.2272, mean_absolute_error: 0.3628, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5465, number_of_instances: 1473, precision: 0.5414, predictive_accuracy: 0.5465, prior_entropy: 1.539, relative_absolute_error: 0.8421, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.427, root_relative_squared_error: 0.9201, unweighted_recall: 0.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7114, f_measure: 0.5322, kappa: 0.2737, kb_relative_information_score: 0.262, mean_absolute_error: 0.3477, mean_prior_absolute_error: 0.4308, weighted_recall: 0.535, number_of_instances: 1473, precision: 0.5312, predictive_accuracy: 0.535, prior_entropy: 1.539, relative_absolute_error: 0.807, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4427, root_relative_squared_error: 0.954, unweighted_recall: 0.5085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7168, f_measure: 0.5279, kappa: 0.2673, kb_relative_information_score: 0.2104, mean_absolute_error: 0.3705, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5343, number_of_instances: 1473, precision: 0.5265, predictive_accuracy: 0.5343, prior_entropy: 1.539, relative_absolute_error: 0.86, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9304, unweighted_recall: 0.5029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.5171, kappa: 0.2516, kb_relative_information_score: 0.1637, mean_absolute_error: 0.3873, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5289, number_of_instances: 1473, precision: 0.518, predictive_accuracy: 0.5289, prior_entropy: 1.539, relative_absolute_error: 0.8989, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4316, root_relative_squared_error: 0.9299, unweighted_recall: 0.4898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.739, f_measure: 0.5588, kappa: 0.3144, kb_relative_information_score: 0.2432, mean_absolute_error: 0.3554, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5621, number_of_instances: 1473, precision: 0.5611, predictive_accuracy: 0.5621, prior_entropy: 1.539, relative_absolute_error: 0.8249, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4236, root_relative_squared_error: 0.9126, unweighted_recall: 0.5336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, f_measure: 0.5442, kappa: 0.2918, kb_relative_information_score: 0.2501, mean_absolute_error: 0.3523, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5485, number_of_instances: 1473, precision: 0.5437, predictive_accuracy: 0.5485, prior_entropy: 1.539, relative_absolute_error: 0.8176, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9303, unweighted_recall: 0.5196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7146, f_measure: 0.4956, kappa: 0.2256, kb_relative_information_score: 0.1262, mean_absolute_error: 0.4002, mean_prior_absolute_error: 0.4308, weighted_recall: 0.518, number_of_instances: 1473, precision: 0.506, predictive_accuracy: 0.518, prior_entropy: 1.539, relative_absolute_error: 0.9289, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9477, unweighted_recall: 0.4725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7157, f_measure: 0.4892, kappa: 0.216, kb_relative_information_score: 0.1239, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5132, number_of_instances: 1473, precision: 0.4992, predictive_accuracy: 0.5132, prior_entropy: 1.539, relative_absolute_error: 0.9303, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4402, root_relative_squared_error: 0.9484, unweighted_recall: 0.4654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7005, f_measure: 0.5192, kappa: 0.2534, kb_relative_information_score: 0.2043, mean_absolute_error: 0.3736, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5241, number_of_instances: 1473, precision: 0.5176, predictive_accuracy: 0.5241, prior_entropy: 1.539, relative_absolute_error: 0.8671, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4379, root_relative_squared_error: 0.9436, unweighted_recall: 0.4963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7134, f_measure: 0.534, kappa: 0.2768, kb_relative_information_score: 0.2327, mean_absolute_error: 0.3611, mean_prior_absolute_error: 0.4308, weighted_recall: 0.539, number_of_instances: 1473, precision: 0.5324, predictive_accuracy: 0.539, prior_entropy: 1.539, relative_absolute_error: 0.8381, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4349, root_relative_squared_error: 0.9371, unweighted_recall: 0.5085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7219, f_measure: 0.5446, kappa: 0.2935, kb_relative_information_score: 0.2174, mean_absolute_error: 0.3672, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5492, number_of_instances: 1473, precision: 0.5431, predictive_accuracy: 0.5492, prior_entropy: 1.539, relative_absolute_error: 0.8522, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4299, root_relative_squared_error: 0.9263, unweighted_recall: 0.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6787, f_measure: 0.5064, kappa: 0.2342, kb_relative_information_score: 0.2132, mean_absolute_error: 0.3707, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5139, number_of_instances: 1473, precision: 0.5059, predictive_accuracy: 0.5139, prior_entropy: 1.539, relative_absolute_error: 0.8603, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4502, root_relative_squared_error: 0.97, unweighted_recall: 0.4862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6972, f_measure: 0.5186, kappa: 0.253, kb_relative_information_score: 0.2114, mean_absolute_error: 0.3708, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5261, number_of_instances: 1473, precision: 0.5179, predictive_accuracy: 0.5261, prior_entropy: 1.539, relative_absolute_error: 0.8606, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9479, unweighted_recall: 0.4957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7076, f_measure: 0.5302, kappa: 0.2715, kb_relative_information_score: 0.2177, mean_absolute_error: 0.3683, mean_prior_absolute_error: 0.4308, weighted_recall: 0.535, number_of_instances: 1473, precision: 0.5284, predictive_accuracy: 0.535, prior_entropy: 1.539, relative_absolute_error: 0.8548, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.9397, unweighted_recall: 0.5073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6592, f_measure: 0.5032, kappa: 0.2306, kb_relative_information_score: 0.2456, mean_absolute_error: 0.3553, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5058, number_of_instances: 1473, precision: 0.5016, predictive_accuracy: 0.5058, prior_entropy: 1.539, relative_absolute_error: 0.8247, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4857, root_relative_squared_error: 1.0465, unweighted_recall: 0.4835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7022, f_measure: 0.5322, kappa: 0.2741, kb_relative_information_score: 0.242, mean_absolute_error: 0.3573, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5356, number_of_instances: 1473, precision: 0.5306, predictive_accuracy: 0.5356, prior_entropy: 1.539, relative_absolute_error: 0.8294, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.955, unweighted_recall: 0.5096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7284, f_measure: 0.521, kappa: 0.2574, kb_relative_information_score: 0.1564, mean_absolute_error: 0.3899, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5336, number_of_instances: 1473, precision: 0.5242, predictive_accuracy: 0.5336, prior_entropy: 1.539, relative_absolute_error: 0.9049, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.9337, unweighted_recall: 0.4946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.5073, kappa: 0.235, kb_relative_information_score: 0.2271, mean_absolute_error: 0.3646, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5126, number_of_instances: 1473, precision: 0.5054, predictive_accuracy: 0.5126, prior_entropy: 1.539, relative_absolute_error: 0.8462, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4491, root_relative_squared_error: 0.9677, unweighted_recall: 0.4837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7148, f_measure: 0.4874, kappa: 0.2181, kb_relative_information_score: 0.1139, mean_absolute_error: 0.4039, mean_prior_absolute_error: 0.4308, weighted_recall: 0.518, number_of_instances: 1473, precision: 0.5063, predictive_accuracy: 0.518, prior_entropy: 1.539, relative_absolute_error: 0.9376, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4421, root_relative_squared_error: 0.9525, unweighted_recall: 0.4656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7068, f_measure: 0.5061, kappa: 0.2338, kb_relative_information_score: 0.1587, mean_absolute_error: 0.3903, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5187, number_of_instances: 1473, precision: 0.5091, predictive_accuracy: 0.5187, prior_entropy: 1.539, relative_absolute_error: 0.9059, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4367, root_relative_squared_error: 0.941, unweighted_recall: 0.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7181, f_measure: 0.5376, kappa: 0.2825, kb_relative_information_score: 0.2567, mean_absolute_error: 0.3499, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5404, number_of_instances: 1473, precision: 0.5367, predictive_accuracy: 0.5404, prior_entropy: 1.539, relative_absolute_error: 0.8122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.9396, unweighted_recall: 0.5128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7038, f_measure: 0.5274, kappa: 0.2665, kb_relative_information_score: 0.2442, mean_absolute_error: 0.356, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5316, number_of_instances: 1473, precision: 0.5258, predictive_accuracy: 0.5316, prior_entropy: 1.539, relative_absolute_error: 0.8264, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4426, root_relative_squared_error: 0.9537, unweighted_recall: 0.5035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6437, f_measure: 0.4927, kappa: 0.2142, kb_relative_information_score: 0.2234, mean_absolute_error: 0.3664, mean_prior_absolute_error: 0.4308, weighted_recall: 0.4969, number_of_instances: 1473, precision: 0.4912, predictive_accuracy: 0.4969, prior_entropy: 1.539, relative_absolute_error: 0.8505, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4858, root_relative_squared_error: 1.0467, unweighted_recall: 0.4737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7097, f_measure: 0.5359, kappa: 0.2796, kb_relative_information_score: 0.2163, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5404, number_of_instances: 1473, precision: 0.5344, predictive_accuracy: 0.5404, prior_entropy: 1.539, relative_absolute_error: 0.8553, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4349, root_relative_squared_error: 0.9371, unweighted_recall: 0.5129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7102, f_measure: 0.4796, kappa: 0.2111, kb_relative_information_score: 0.1116, mean_absolute_error: 0.4047, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5139, number_of_instances: 1473, precision: 0.5001, predictive_accuracy: 0.5139, prior_entropy: 1.539, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4428, root_relative_squared_error: 0.9542, unweighted_recall: 0.4613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7388, f_measure: 0.558, kappa: 0.3135, kb_relative_information_score: 0.2335, mean_absolute_error: 0.3595, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5621, number_of_instances: 1473, precision: 0.5588, predictive_accuracy: 0.5621, prior_entropy: 1.539, relative_absolute_error: 0.8344, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.9132, unweighted_recall: 0.5322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6709, f_measure: 0.5137, kappa: 0.2466, kb_relative_information_score: 0.2416, mean_absolute_error: 0.3574, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5173, number_of_instances: 1473, precision: 0.5119, predictive_accuracy: 0.5173, prior_entropy: 1.539, relative_absolute_error: 0.8295, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4714, root_relative_squared_error: 1.0157, unweighted_recall: 0.4926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6741, f_measure: 0.5046, kappa: 0.2316, kb_relative_information_score: 0.2191, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5126, number_of_instances: 1473, precision: 0.5042, predictive_accuracy: 0.5126, prior_entropy: 1.539, relative_absolute_error: 0.855, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.454, root_relative_squared_error: 0.9783, unweighted_recall: 0.4837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7066, f_measure: 0.5323, kappa: 0.2742, kb_relative_information_score: 0.2174, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4308, weighted_recall: 0.537, number_of_instances: 1473, precision: 0.5308, predictive_accuracy: 0.537, prior_entropy: 1.539, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4362, root_relative_squared_error: 0.9398, unweighted_recall: 0.5095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6814, f_measure: 0.5101, kappa: 0.24, kb_relative_information_score: 0.2322, mean_absolute_error: 0.3621, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5139, number_of_instances: 1473, precision: 0.5081, predictive_accuracy: 0.5139, prior_entropy: 1.539, relative_absolute_error: 0.8404, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4561, root_relative_squared_error: 0.9828, unweighted_recall: 0.4875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7135, f_measure: 0.5286, kappa: 0.2675, kb_relative_information_score: 0.2523, mean_absolute_error: 0.3516, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5329, number_of_instances: 1473, precision: 0.5282, predictive_accuracy: 0.5329, prior_entropy: 1.539, relative_absolute_error: 0.8161, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4381, root_relative_squared_error: 0.9439, unweighted_recall: 0.5029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7182, f_measure: 0.5187, kappa: 0.2528, kb_relative_information_score: 0.1717, mean_absolute_error: 0.3854, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5282, number_of_instances: 1473, precision: 0.5195, predictive_accuracy: 0.5282, prior_entropy: 1.539, relative_absolute_error: 0.8945, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4332, root_relative_squared_error: 0.9334, unweighted_recall: 0.4939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7437, f_measure: 0.5568, kappa: 0.3121, kb_relative_information_score: 0.2237, mean_absolute_error: 0.3634, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5621, number_of_instances: 1473, precision: 0.5593, predictive_accuracy: 0.5621, prior_entropy: 1.539, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4227, root_relative_squared_error: 0.9108, unweighted_recall: 0.5293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7351, f_measure: 0.552, kappa: 0.3043, kb_relative_information_score: 0.2514, mean_absolute_error: 0.3519, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5547, number_of_instances: 1473, precision: 0.5524, predictive_accuracy: 0.5547, prior_entropy: 1.539, relative_absolute_error: 0.8167, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4256, root_relative_squared_error: 0.917, unweighted_recall: 0.5269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7166, f_measure: 0.5416, kappa: 0.2883, kb_relative_information_score: 0.2422, mean_absolute_error: 0.3566, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5458, number_of_instances: 1473, precision: 0.5406, predictive_accuracy: 0.5458, prior_entropy: 1.539, relative_absolute_error: 0.8276, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.434, root_relative_squared_error: 0.9351, unweighted_recall: 0.5164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7246, f_measure: 0.5456, kappa: 0.2949, kb_relative_information_score: 0.2387, mean_absolute_error: 0.358, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5499, number_of_instances: 1473, precision: 0.5445, predictive_accuracy: 0.5499, prior_entropy: 1.539, relative_absolute_error: 0.8311, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.9255, unweighted_recall: 0.5202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6629, f_measure: 0.503, kappa: 0.2296, kb_relative_information_score: 0.236, mean_absolute_error: 0.3602, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5078, number_of_instances: 1473, precision: 0.5013, predictive_accuracy: 0.5078, prior_entropy: 1.539, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4752, root_relative_squared_error: 1.0239, unweighted_recall: 0.4829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7039, f_measure: 0.5006, kappa: 0.2252, kb_relative_information_score: 0.1647, mean_absolute_error: 0.3885, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5112, number_of_instances: 1473, precision: 0.5013, predictive_accuracy: 0.5112, prior_entropy: 1.539, relative_absolute_error: 0.9019, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.437, root_relative_squared_error: 0.9416, unweighted_recall: 0.4767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7341, f_measure: 0.5365, kappa: 0.2796, kb_relative_information_score: 0.1886, mean_absolute_error: 0.3784, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5445, number_of_instances: 1473, precision: 0.5378, predictive_accuracy: 0.5445, prior_entropy: 1.539, relative_absolute_error: 0.8783, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4281, root_relative_squared_error: 0.9224, unweighted_recall: 0.5096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7086, f_measure: 0.5398, kappa: 0.286, kb_relative_information_score: 0.2279, mean_absolute_error: 0.3634, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5445, number_of_instances: 1473, precision: 0.5382, predictive_accuracy: 0.5445, prior_entropy: 1.539, relative_absolute_error: 0.8434, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4366, root_relative_squared_error: 0.9408, unweighted_recall: 0.5156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7032, f_measure: 0.5034, kappa: 0.2297, kb_relative_information_score: 0.1646, mean_absolute_error: 0.3883, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5139, number_of_instances: 1473, precision: 0.5038, predictive_accuracy: 0.5139, prior_entropy: 1.539, relative_absolute_error: 0.9014, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4371, root_relative_squared_error: 0.9417, unweighted_recall: 0.4788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6592, f_measure: 0.5032, kappa: 0.2306, kb_relative_information_score: 0.2456, mean_absolute_error: 0.3553, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5058, number_of_instances: 1473, precision: 0.5016, predictive_accuracy: 0.5058, prior_entropy: 1.539, relative_absolute_error: 0.8247, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4857, root_relative_squared_error: 1.0465, unweighted_recall: 0.4835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6985, f_measure: 0.377, kappa: 0.0942, kb_relative_information_score: 0.0804, mean_absolute_error: 0.4133, mean_prior_absolute_error: 0.4308, weighted_recall: 0.465, number_of_instances: 1473, precision: 0.4635, predictive_accuracy: 0.465, prior_entropy: 1.539, relative_absolute_error: 0.9593, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4488, root_relative_squared_error: 0.9669, unweighted_recall: 0.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.5108, kappa: 0.2411, kb_relative_information_score: 0.182, mean_absolute_error: 0.3826, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5193, number_of_instances: 1473, precision: 0.5105, predictive_accuracy: 0.5193, prior_entropy: 1.539, relative_absolute_error: 0.8879, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9447, unweighted_recall: 0.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7317, f_measure: 0.5443, kappa: 0.2919, kb_relative_information_score: 0.2256, mean_absolute_error: 0.3633, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5492, number_of_instances: 1473, precision: 0.5442, predictive_accuracy: 0.5492, prior_entropy: 1.539, relative_absolute_error: 0.8433, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4261, root_relative_squared_error: 0.9181, unweighted_recall: 0.5193,

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