Task
Supervised Classification on pc3

Supervised Classification on pc3

Task 3903 Supervised Classification pc3 141775 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

141775 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: 0.7686, f_measure: 0.8544, kappa: 0.0631, kb_relative_information_score: -0.0545, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8893, number_of_instances: 1563, precision: 0.8389, predictive_accuracy: 0.8893, prior_entropy: 0.4765, relative_absolute_error: 0.8714, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.9776, unweighted_recall: 0.5203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7608, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0506, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9719, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2978, root_relative_squared_error: 0.9825, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7392, f_measure: 0.8529, kappa: 0.0341, kb_relative_information_score: -0.0593, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8957, number_of_instances: 1563, precision: 0.8446, predictive_accuracy: 0.8957, prior_entropy: 0.4765, relative_absolute_error: 0.9733, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.9922, unweighted_recall: 0.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7267, f_measure: 0.8526, kappa: 0.0327, kb_relative_information_score: -0.0408, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8951, number_of_instances: 1563, precision: 0.8415, predictive_accuracy: 0.8951, prior_entropy: 0.4765, relative_absolute_error: 0.9686, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3017, root_relative_squared_error: 0.9952, unweighted_recall: 0.5096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7916, kb_relative_information_score: -0.0606, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9785, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2974, root_relative_squared_error: 0.9809, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7541, kb_relative_information_score: -0.0264, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9873, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.9907, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7401, kb_relative_information_score: -0.012, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3023, root_relative_squared_error: 0.9972, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.8544, kappa: 0.0631, kb_relative_information_score: -0.0545, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8893, number_of_instances: 1563, precision: 0.8389, predictive_accuracy: 0.8893, prior_entropy: 0.4765, relative_absolute_error: 0.8714, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.9776, unweighted_recall: 0.5203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8111, kb_relative_information_score: -0.0778, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9007, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.9394, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7739, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0392, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9718, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.9835, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0701, mean_absolute_error: 0.1715, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9309, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.9627, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.8544, kappa: 0.0631, kb_relative_information_score: -0.0545, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8893, number_of_instances: 1563, precision: 0.8389, predictive_accuracy: 0.8893, prior_entropy: 0.4765, relative_absolute_error: 0.8714, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.9776, unweighted_recall: 0.5203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.8544, kappa: 0.0631, kb_relative_information_score: -0.0545, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8893, number_of_instances: 1563, precision: 0.8389, predictive_accuracy: 0.8893, prior_entropy: 0.4765, relative_absolute_error: 0.8714, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.9776, unweighted_recall: 0.5203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.8544, kappa: 0.0631, kb_relative_information_score: -0.0545, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8893, number_of_instances: 1563, precision: 0.8389, predictive_accuracy: 0.8893, prior_entropy: 0.4765, relative_absolute_error: 0.8714, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.9776, unweighted_recall: 0.5203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.8544, kappa: 0.0631, kb_relative_information_score: -0.0545, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8893, number_of_instances: 1563, precision: 0.8389, predictive_accuracy: 0.8893, prior_entropy: 0.4765, relative_absolute_error: 0.8714, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.9776, unweighted_recall: 0.5203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.8544, kappa: 0.0631, kb_relative_information_score: -0.0545, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8893, number_of_instances: 1563, precision: 0.8389, predictive_accuracy: 0.8893, prior_entropy: 0.4765, relative_absolute_error: 0.8714, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.9776, unweighted_recall: 0.5203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7803, kb_relative_information_score: -0.0658, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.9763, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7624, kb_relative_information_score: -0.0529, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9686, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.976, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7662, kb_relative_information_score: -0.0063, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9847, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.9906, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7627, f_measure: 0.8645, kappa: 0.1281, kb_relative_information_score: -0.0691, mean_absolute_error: 0.1654, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8622, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.9581, unweighted_recall: 0.5412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7011, f_measure: 0.8521, kappa: 0.0262, kb_relative_information_score: -0.0087, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8964, number_of_instances: 1563, precision: 0.8454, predictive_accuracy: 0.8964, prior_entropy: 0.4765, relative_absolute_error: 0.971, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9893, unweighted_recall: 0.5076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7804, f_measure: 0.8514, kappa: 0.0235, kb_relative_information_score: -0.1726, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8951, number_of_instances: 1563, precision: 0.8376, predictive_accuracy: 0.8951, prior_entropy: 0.4765, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9556, unweighted_recall: 0.5069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6933, kb_relative_information_score: -0.012, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.9943, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7139, f_measure: 0.8504, kappa: 0.0098, kb_relative_information_score: -0.0109, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, precision: 0.8574, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.9976, unweighted_recall: 0.5028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6522, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0252, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3026, root_relative_squared_error: 0.9984, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7275, f_measure: 0.8504, kappa: 0.0098, kb_relative_information_score: -0.0407, mean_absolute_error: 0.1809, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, precision: 0.8574, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.9844, unweighted_recall: 0.5028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4785, kb_relative_information_score: -0.0037, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.9994, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.8486, kappa: -0.0025, kb_relative_information_score: -0.0252, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8964, number_of_instances: 1563, precision: 0.8056, predictive_accuracy: 0.8964, prior_entropy: 0.4765, relative_absolute_error: 0.9904, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.9977, unweighted_recall: 0.4993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7689, f_measure: 0.8518, kappa: 0.0249, kb_relative_information_score: -0.1745, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8957, number_of_instances: 1563, precision: 0.8411, predictive_accuracy: 0.8957, prior_entropy: 0.4765, relative_absolute_error: 0.9025, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.289, root_relative_squared_error: 0.9534, unweighted_recall: 0.5072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7458, f_measure: 0.8506, kappa: 0.0155, kb_relative_information_score: -0.0136, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8957, number_of_instances: 1563, precision: 0.8357, predictive_accuracy: 0.8957, prior_entropy: 0.4765, relative_absolute_error: 0.9687, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.9857, unweighted_recall: 0.5045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5813, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0066, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3043, root_relative_squared_error: 1.0038, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.8528, kappa: 0.029, kb_relative_information_score: -0.1375, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, precision: 0.8583, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.985, unweighted_recall: 0.5083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6961, f_measure: 0.8612, kappa: 0.09, kb_relative_information_score: 0.013, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.1842, weighted_recall: 0.9008, number_of_instances: 1563, precision: 0.8811, predictive_accuracy: 0.9008, prior_entropy: 0.4765, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2965, root_relative_squared_error: 0.978, unweighted_recall: 0.5267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4631, kb_relative_information_score: -0.0007, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3032, root_relative_squared_error: 1.0001, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7355, kb_relative_information_score: -0.002, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9606, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.9886, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.685, f_measure: 0.8598, kappa: 0.0799, kb_relative_information_score: 0.0183, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.1842, weighted_recall: 0.9002, number_of_instances: 1563, precision: 0.8779, predictive_accuracy: 0.9002, prior_entropy: 0.4765, relative_absolute_error: 0.9649, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2965, root_relative_squared_error: 0.978, unweighted_recall: 0.5236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.807, f_measure: 0.8665, kappa: 0.1366, kb_relative_information_score: -0.0933, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.1842, weighted_recall: 0.9002, number_of_instances: 1563, precision: 0.872, predictive_accuracy: 0.9002, prior_entropy: 0.4765, relative_absolute_error: 0.8867, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.286, root_relative_squared_error: 0.9435, unweighted_recall: 0.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7274, f_measure: 0.8498, kappa: 0.0072, kb_relative_information_score: -0.009, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8964, number_of_instances: 1563, precision: 0.8317, predictive_accuracy: 0.8964, prior_entropy: 0.4765, relative_absolute_error: 0.9862, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.9935, unweighted_recall: 0.5021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7918, f_measure: 0.8674, kappa: 0.1441, kb_relative_information_score: -0.1145, mean_absolute_error: 0.1632, mean_prior_absolute_error: 0.1842, weighted_recall: 0.9002, number_of_instances: 1563, precision: 0.8719, predictive_accuracy: 0.9002, prior_entropy: 0.4765, relative_absolute_error: 0.8859, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.9451, unweighted_recall: 0.5457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7088, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0101, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9903, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.302, root_relative_squared_error: 0.9964, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5921, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0154, mean_absolute_error: 0.1841, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3031, root_relative_squared_error: 1, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.781, f_measure: 0.8514, kappa: 0.0235, kb_relative_information_score: -0.1705, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8951, number_of_instances: 1563, precision: 0.8376, predictive_accuracy: 0.8951, prior_entropy: 0.4765, relative_absolute_error: 0.905, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.9555, unweighted_recall: 0.5069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8033, f_measure: 0.8695, kappa: 0.1569, kb_relative_information_score: -0.0761, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1842, weighted_recall: 0.9021, number_of_instances: 1563, precision: 0.8785, predictive_accuracy: 0.9021, prior_entropy: 0.4765, relative_absolute_error: 0.9058, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.9482, unweighted_recall: 0.5496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7174, f_measure: 0.8504, kappa: 0.0098, kb_relative_information_score: -0.011, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, precision: 0.8574, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.99, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.9966, unweighted_recall: 0.5028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.67, f_measure: 0.8495, kappa: 0.006, kb_relative_information_score: -0.1539, mean_absolute_error: 0.1819, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8957, number_of_instances: 1563, precision: 0.8265, predictive_accuracy: 0.8957, prior_entropy: 0.4765, relative_absolute_error: 0.9876, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2985, root_relative_squared_error: 0.9848, unweighted_recall: 0.5017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7067, f_measure: 0.8525, kappa: 0.0276, kb_relative_information_score: -0.0074, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8509, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.9908, unweighted_recall: 0.5079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6391, kb_relative_information_score: -0.0071, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9882, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.9976, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7906, f_measure: 0.8551, kappa: 0.0519, kb_relative_information_score: -0.1362, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8957, number_of_instances: 1563, precision: 0.8493, predictive_accuracy: 0.8957, prior_entropy: 0.4765, relative_absolute_error: 0.8983, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.288, root_relative_squared_error: 0.95, unweighted_recall: 0.5155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7882, f_measure: 0.8677, kappa: 0.1419, kb_relative_information_score: -0.0416, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.1842, weighted_recall: 0.9021, number_of_instances: 1563, precision: 0.8799, predictive_accuracy: 0.9021, prior_entropy: 0.4765, relative_absolute_error: 0.9285, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2915, root_relative_squared_error: 0.9615, unweighted_recall: 0.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7688, f_measure: 0.8651, kappa: 0.1228, kb_relative_information_score: -0.0202, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.1842, weighted_recall: 0.9008, number_of_instances: 1563, precision: 0.8754, predictive_accuracy: 0.9008, prior_entropy: 0.4765, relative_absolute_error: 0.9412, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.968, unweighted_recall: 0.5378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7022, f_measure: 0.8551, kappa: 0.0474, kb_relative_information_score: -0.0315, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, precision: 0.8592, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9452, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.296, root_relative_squared_error: 0.9765, unweighted_recall: 0.5138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, f_measure: 0.851, kappa: 0.0168, kb_relative_information_score: -0.182, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8964, number_of_instances: 1563, precision: 0.8407, predictive_accuracy: 0.8964, prior_entropy: 0.4765, relative_absolute_error: 0.9214, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.962, unweighted_recall: 0.5048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8041, f_measure: 0.861, kappa: 0.0936, kb_relative_information_score: -0.1001, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8989, number_of_instances: 1563, precision: 0.8674, predictive_accuracy: 0.8989, prior_entropy: 0.4765, relative_absolute_error: 0.9102, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.9531, unweighted_recall: 0.5284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7498, f_measure: 0.851, kappa: 0.0168, kb_relative_information_score: -0.0351, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8964, number_of_instances: 1563, precision: 0.8407, predictive_accuracy: 0.8964, prior_entropy: 0.4765, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.9807, unweighted_recall: 0.5048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7194, f_measure: 0.8513, kappa: 0.0182, kb_relative_information_score: -0.0647, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8475, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9691, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.9813, unweighted_recall: 0.5052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, f_measure: 0.8501, kappa: 0.0085, kb_relative_information_score: -0.0123, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8403, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9868, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3023, root_relative_squared_error: 0.9974, unweighted_recall: 0.5024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7137, f_measure: 0.8532, kappa: 0.0303, kb_relative_information_score: -0.015, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8983, number_of_instances: 1563, precision: 0.8686, predictive_accuracy: 0.8983, prior_entropy: 0.4765, relative_absolute_error: 0.9847, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3015, root_relative_squared_error: 0.9946, unweighted_recall: 0.5087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.8536, kappa: 0.0368, kb_relative_information_score: -0.1001, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.853, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2926, root_relative_squared_error: 0.9652, unweighted_recall: 0.5107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6885, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0172, mean_absolute_error: 0.1835, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9962, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.9975, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7086, kb_relative_information_score: -0.0752, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9834, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.298, root_relative_squared_error: 0.983, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6901, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0157, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.995, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3023, root_relative_squared_error: 0.9972, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6652, f_measure: 0.8523, kappa: 0.0222, kb_relative_information_score: -0.0685, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8989, number_of_instances: 1563, precision: 0.9091, predictive_accuracy: 0.8989, prior_entropy: 0.4765, relative_absolute_error: 1.0048, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.9906, unweighted_recall: 0.5063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7729, f_measure: 0.8514, kappa: 0.0235, kb_relative_information_score: -0.1732, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8951, number_of_instances: 1563, precision: 0.8376, predictive_accuracy: 0.8951, prior_entropy: 0.4765, relative_absolute_error: 0.8988, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2886, root_relative_squared_error: 0.9519, unweighted_recall: 0.5069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8045, f_measure: 0.8691, kappa: 0.1551, kb_relative_information_score: -0.0827, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.1842, weighted_recall: 0.9015, number_of_instances: 1563, precision: 0.8762, predictive_accuracy: 0.9015, prior_entropy: 0.4765, relative_absolute_error: 0.8999, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2863, root_relative_squared_error: 0.9444, unweighted_recall: 0.5492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7066, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0106, mean_absolute_error: 0.1832, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9947, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.9988, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.8506, kappa: 0.0155, kb_relative_information_score: -0.0379, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8957, number_of_instances: 1563, precision: 0.8357, predictive_accuracy: 0.8957, prior_entropy: 0.4765, relative_absolute_error: 0.9569, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.977, unweighted_recall: 0.5045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4756, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0018, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3039, root_relative_squared_error: 1.0024, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5729, kb_relative_information_score: -0.1189, mean_absolute_error: 0.1845, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 1.0019, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.9965, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7285, f_measure: 0.8508, kappa: 0.0112, kb_relative_information_score: -0.0477, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8983, number_of_instances: 1563, precision: 0.9086, predictive_accuracy: 0.8983, prior_entropy: 0.4765, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.9851, unweighted_recall: 0.5031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6069, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0161, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.989, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3038, root_relative_squared_error: 1.0022, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7103, f_measure: 0.8504, kappa: 0.0098, kb_relative_information_score: -0.0126, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, precision: 0.8574, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9899, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.302, root_relative_squared_error: 0.9962, unweighted_recall: 0.5028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7019, f_measure: 0.8525, kappa: 0.0276, kb_relative_information_score: -0.0082, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8509, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3, root_relative_squared_error: 0.9898, unweighted_recall: 0.5079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.807, f_measure: 0.8691, kappa: 0.1551, kb_relative_information_score: -0.0917, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.1842, weighted_recall: 0.9015, number_of_instances: 1563, precision: 0.8762, predictive_accuracy: 0.9015, prior_entropy: 0.4765, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.285, root_relative_squared_error: 0.94, unweighted_recall: 0.5492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7482, f_measure: 0.8491, kappa: 0.0047, kb_relative_information_score: -0.0131, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8951, number_of_instances: 1563, precision: 0.823, predictive_accuracy: 0.8951, prior_entropy: 0.4765, relative_absolute_error: 0.9678, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.9838, unweighted_recall: 0.5013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.642, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.039, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9899, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.9992, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7045, f_measure: 0.8525, kappa: 0.0276, kb_relative_information_score: -0.0078, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8509, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9723, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3001, root_relative_squared_error: 0.9899, unweighted_recall: 0.5079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6764, f_measure: 0.8501, kappa: 0.0085, kb_relative_information_score: -0.1089, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8403, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.984, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2991, root_relative_squared_error: 0.9867, unweighted_recall: 0.5024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7016, f_measure: 0.8508, kappa: 0.0112, kb_relative_information_score: -0.0618, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8983, number_of_instances: 1563, precision: 0.9086, predictive_accuracy: 0.8983, prior_entropy: 0.4765, relative_absolute_error: 0.9925, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.9875, unweighted_recall: 0.5031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0197, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.9977, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7361, f_measure: 0.8501, kappa: 0.0085, kb_relative_information_score: -0.0097, mean_absolute_error: 0.1809, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8403, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9821, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.992, unweighted_recall: 0.5024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5761, kb_relative_information_score: -0.1262, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 1.0081, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.303, root_relative_squared_error: 0.9995, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6726, f_measure: 0.8508, kappa: 0.0112, kb_relative_information_score: -0.0928, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8983, number_of_instances: 1563, precision: 0.9086, predictive_accuracy: 0.8983, prior_entropy: 0.4765, relative_absolute_error: 0.9939, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9895, unweighted_recall: 0.5031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7109, f_measure: 0.8525, kappa: 0.0276, kb_relative_information_score: -0.0058, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8509, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.9922, unweighted_recall: 0.5079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7223, f_measure: 0.8516, kappa: 0.0195, kb_relative_information_score: -0.0631, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, precision: 0.8578, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9695, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.9803, unweighted_recall: 0.5055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4377, kb_relative_information_score: 0.0011, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.303, root_relative_squared_error: 0.9996, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6888, f_measure: 0.8504, kappa: 0.0098, kb_relative_information_score: -0.0648, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, precision: 0.8574, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9936, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2996, root_relative_squared_error: 0.9885, unweighted_recall: 0.5028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7229, f_measure: 0.8498, kappa: 0.0072, kb_relative_information_score: -0.0068, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8964, number_of_instances: 1563, precision: 0.8317, predictive_accuracy: 0.8964, prior_entropy: 0.4765, relative_absolute_error: 0.9841, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.9925, unweighted_recall: 0.5021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6142, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: -0.0028, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3039, root_relative_squared_error: 1.0024, unweighted_recall: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.716, f_measure: 0.8522, kappa: 0.0313, kb_relative_information_score: -0.1364, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8944, number_of_instances: 1563, precision: 0.8388, predictive_accuracy: 0.8944, prior_entropy: 0.4765, relative_absolute_error: 0.9275, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.959, unweighted_recall: 0.5093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6205, f_measure: 0.8486, kappa: -0.0025, kb_relative_information_score: -0.0133, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8964, number_of_instances: 1563, precision: 0.8056, predictive_accuracy: 0.8964, prior_entropy: 0.4765, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3045, root_relative_squared_error: 1.0045, unweighted_recall: 0.4993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.458, f_measure: 0.8486, kappa: -0.0025, kb_relative_information_score: -0.1638, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8964, number_of_instances: 1563, precision: 0.8056, predictive_accuracy: 0.8964, prior_entropy: 0.4765, relative_absolute_error: 1.0194, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3056, root_relative_squared_error: 1.0081, unweighted_recall: 0.4993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6737, f_measure: 0.8523, kappa: 0.0222, kb_relative_information_score: -0.059, mean_absolute_error: 0.1845, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8989, number_of_instances: 1563, precision: 0.9091, predictive_accuracy: 0.8989, prior_entropy: 0.4765, relative_absolute_error: 1.002, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3, root_relative_squared_error: 0.9896, unweighted_recall: 0.5063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4406, kb_relative_information_score: 0.0012, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.303, root_relative_squared_error: 0.9996, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.8486, kappa: -0.0025, kb_relative_information_score: -0.0204, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8964, number_of_instances: 1563, precision: 0.8056, predictive_accuracy: 0.8964, prior_entropy: 0.4765, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3035, root_relative_squared_error: 1.0011, unweighted_recall: 0.4993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7866, f_measure: 0.8664, kappa: 0.1324, kb_relative_information_score: -0.0323, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.1842, weighted_recall: 0.9015, number_of_instances: 1563, precision: 0.8777, predictive_accuracy: 0.9015, prior_entropy: 0.4765, relative_absolute_error: 0.9322, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.9642, unweighted_recall: 0.5409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.712, f_measure: 0.8583, kappa: 0.0696, kb_relative_information_score: -0.0582, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8996, number_of_instances: 1563, precision: 0.8743, predictive_accuracy: 0.8996, prior_entropy: 0.4765, relative_absolute_error: 0.9515, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.295, root_relative_squared_error: 0.9733, unweighted_recall: 0.5204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7821, f_measure: 0.8616, kappa: 0.1002, kb_relative_information_score: -0.1275, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8983, number_of_instances: 1563, precision: 0.8645, predictive_accuracy: 0.8983, prior_entropy: 0.4765, relative_absolute_error: 0.8927, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.9462, unweighted_recall: 0.5308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4624, kb_relative_information_score: -0.0352, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8976, number_of_instances: 1563, predictive_accuracy: 0.8976, prior_entropy: 0.4765, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3035, root_relative_squared_error: 1.0013, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7045, f_measure: 0.8597, kappa: 0.0923, kb_relative_information_score: -0.0443, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.1842, weighted_recall: 0.8951, number_of_instances: 1563, precision: 0.8539, predictive_accuracy: 0.8951, prior_entropy: 0.4765, relative_absolute_error: 0.9136, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.9641, unweighted_recall: 0.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7151, f_measure: 0.8547, kappa: 0.0459, kb_relative_information_score: -0.1437, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.1842, weighted_recall: 0.897, number_of_instances: 1563, precision: 0.8545, predictive_accuracy: 0.897, prior_entropy: 0.4765, relative_absolute_error: 0.9301, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.9598, unweighted_recall: 0.5135,

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