Task
Supervised Classification on cjs

Supervised Classification on cjs

Task 14967 Supervised Classification cjs 10925 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML100 study_107 study_123 study_14
Issue #Downvotes for this reason By


Metric:

10925 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: 0.4318, f_measure: 0.0828, kappa: -0.0898, kb_relative_information_score: 0.0064, mean_absolute_error: 0.3017, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0826, number_of_instances: 2796, precision: 0.0984, predictive_accuracy: 0.0826, prior_entropy: 2.5204, relative_absolute_error: 1.1055, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4789, root_relative_squared_error: 1.2965, unweighted_recall: 0.0924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4475, f_measure: 0.0887, kappa: -0.0604, kb_relative_information_score: 0.0396, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.2729, weighted_recall: 0.103, number_of_instances: 2796, precision: 0.1185, predictive_accuracy: 0.103, prior_entropy: 2.5204, relative_absolute_error: 1.0715, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4224, root_relative_squared_error: 1.1434, unweighted_recall: 0.1226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4464, f_measure: 0.0822, kappa: -0.0695, kb_relative_information_score: 0.0424, mean_absolute_error: 0.2905, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0948, number_of_instances: 2796, precision: 0.1196, predictive_accuracy: 0.0948, prior_entropy: 2.5204, relative_absolute_error: 1.0644, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4121, root_relative_squared_error: 1.1156, unweighted_recall: 0.1129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4319, f_measure: 0.1055, kappa: -0.0498, kb_relative_information_score: 0.0314, mean_absolute_error: 0.2939, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1162, number_of_instances: 2796, precision: 0.1294, predictive_accuracy: 0.1162, prior_entropy: 2.5204, relative_absolute_error: 1.0772, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4369, root_relative_squared_error: 1.1828, unweighted_recall: 0.1296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4423, f_measure: 0.0845, kappa: -0.0661, kb_relative_information_score: 0.0425, mean_absolute_error: 0.2908, mean_prior_absolute_error: 0.2729, weighted_recall: 0.098, number_of_instances: 2796, precision: 0.1199, predictive_accuracy: 0.098, prior_entropy: 2.5204, relative_absolute_error: 1.0657, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.1179, unweighted_recall: 0.1178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4243, f_measure: 0.0787, kappa: -0.0885, kb_relative_information_score: 0.0015, mean_absolute_error: 0.3031, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0815, number_of_instances: 2796, precision: 0.0946, predictive_accuracy: 0.0815, prior_entropy: 2.5204, relative_absolute_error: 1.1106, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4776, root_relative_squared_error: 1.293, unweighted_recall: 0.0955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4503, f_measure: 0.0903, kappa: -0.0547, kb_relative_information_score: 0.0462, mean_absolute_error: 0.2907, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1084, number_of_instances: 2796, precision: 0.1259, predictive_accuracy: 0.1084, prior_entropy: 2.5204, relative_absolute_error: 1.0653, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4164, root_relative_squared_error: 1.1273, unweighted_recall: 0.1283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4435, f_measure: 0.0977, kappa: -0.0601, kb_relative_information_score: 0.0387, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1037, number_of_instances: 2796, precision: 0.126, predictive_accuracy: 0.1037, prior_entropy: 2.5204, relative_absolute_error: 1.0739, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4325, root_relative_squared_error: 1.1708, unweighted_recall: 0.1194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4106, f_measure: 0.0023, kappa: -0.1839, kb_relative_information_score: -0.1123, mean_absolute_error: 0.3324, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0021, number_of_instances: 2796, precision: 0.0029, predictive_accuracy: 0.0021, prior_entropy: 2.5204, relative_absolute_error: 1.2182, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5753, root_relative_squared_error: 1.5574, unweighted_recall: 0.0023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4083, f_measure: 0.019, kappa: -0.1655, kb_relative_information_score: -0.0888, mean_absolute_error: 0.3263, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0179, number_of_instances: 2796, precision: 0.0232, predictive_accuracy: 0.0179, prior_entropy: 2.5204, relative_absolute_error: 1.1957, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5594, root_relative_squared_error: 1.5146, unweighted_recall: 0.0204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4418, f_measure: 0.099, kappa: -0.053, kb_relative_information_score: 0.0386, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1112, number_of_instances: 2796, precision: 0.1239, predictive_accuracy: 0.1112, prior_entropy: 2.5204, relative_absolute_error: 1.0731, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4336, root_relative_squared_error: 1.1739, unweighted_recall: 0.1299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4465, f_measure: 0.088, kappa: -0.0606, kb_relative_information_score: 0.0431, mean_absolute_error: 0.2912, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1023, number_of_instances: 2796, precision: 0.1291, predictive_accuracy: 0.1023, prior_entropy: 2.5204, relative_absolute_error: 1.0672, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4157, root_relative_squared_error: 1.1255, unweighted_recall: 0.1222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4039, f_measure: 0.005, kappa: -0.1795, kb_relative_information_score: -0.0948, mean_absolute_error: 0.3253, mean_prior_absolute_error: 0.2729, weighted_recall: 0.005, number_of_instances: 2796, precision: 0.0061, predictive_accuracy: 0.005, prior_entropy: 2.5204, relative_absolute_error: 1.1921, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.54, root_relative_squared_error: 1.4619, unweighted_recall: 0.0062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4067, f_measure: 0.0175, kappa: -0.1673, kb_relative_information_score: -0.0904, mean_absolute_error: 0.3268, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0165, number_of_instances: 2796, precision: 0.0216, predictive_accuracy: 0.0165, prior_entropy: 2.5204, relative_absolute_error: 1.1976, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.561, root_relative_squared_error: 1.5187, unweighted_recall: 0.0193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4501, f_measure: 0.0868, kappa: -0.0615, kb_relative_information_score: 0.0434, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1012, number_of_instances: 2796, precision: 0.1181, predictive_accuracy: 0.1012, prior_entropy: 2.5204, relative_absolute_error: 1.0673, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4186, root_relative_squared_error: 1.1333, unweighted_recall: 0.1214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4455, f_measure: 0.0965, kappa: -0.0576, kb_relative_information_score: 0.0388, mean_absolute_error: 0.2934, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1069, number_of_instances: 2796, precision: 0.1277, predictive_accuracy: 0.1069, prior_entropy: 2.5204, relative_absolute_error: 1.0753, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.442, root_relative_squared_error: 1.1967, unweighted_recall: 0.1252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.445, f_measure: 0.0951, kappa: -0.0497, kb_relative_information_score: 0.0402, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1102, number_of_instances: 2796, precision: 0.1216, predictive_accuracy: 0.1102, prior_entropy: 2.5204, relative_absolute_error: 1.0726, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.433, root_relative_squared_error: 1.1723, unweighted_recall: 0.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4095, f_measure: 0.014, kappa: -0.1701, kb_relative_information_score: -0.0925, mean_absolute_error: 0.3273, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0136, number_of_instances: 2796, precision: 0.0169, predictive_accuracy: 0.0136, prior_entropy: 2.5204, relative_absolute_error: 1.1994, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5605, root_relative_squared_error: 1.5175, unweighted_recall: 0.0165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4452, f_measure: 0.0939, kappa: -0.0608, kb_relative_information_score: 0.0419, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1041, number_of_instances: 2796, precision: 0.1232, predictive_accuracy: 0.1041, prior_entropy: 2.5204, relative_absolute_error: 1.0717, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4237, root_relative_squared_error: 1.147, unweighted_recall: 0.1233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4428, f_measure: 0.0856, kappa: -0.054, kb_relative_information_score: 0.0431, mean_absolute_error: 0.2909, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1077, number_of_instances: 2796, precision: 0.1399, predictive_accuracy: 0.1077, prior_entropy: 2.5204, relative_absolute_error: 1.0661, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4133, root_relative_squared_error: 1.1189, unweighted_recall: 0.1286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4475, f_measure: 0.0936, kappa: -0.0598, kb_relative_information_score: 0.044, mean_absolute_error: 0.2915, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1044, number_of_instances: 2796, precision: 0.1344, predictive_accuracy: 0.1044, prior_entropy: 2.5204, relative_absolute_error: 1.0682, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.419, root_relative_squared_error: 1.1343, unweighted_recall: 0.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4468, f_measure: 0.0963, kappa: -0.0534, kb_relative_information_score: 0.0394, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1087, number_of_instances: 2796, precision: 0.1282, predictive_accuracy: 0.1087, prior_entropy: 2.5204, relative_absolute_error: 1.075, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4394, root_relative_squared_error: 1.1895, unweighted_recall: 0.1286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4431, f_measure: 0.0888, kappa: -0.0578, kb_relative_information_score: 0.0448, mean_absolute_error: 0.2897, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1055, number_of_instances: 2796, precision: 0.1235, predictive_accuracy: 0.1055, prior_entropy: 2.5204, relative_absolute_error: 1.0616, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4089, root_relative_squared_error: 1.1069, unweighted_recall: 0.1255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4475, f_measure: 0.0907, kappa: -0.0562, kb_relative_information_score: 0.0414, mean_absolute_error: 0.2922, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1048, number_of_instances: 2796, precision: 0.1248, predictive_accuracy: 0.1048, prior_entropy: 2.5204, relative_absolute_error: 1.0707, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4218, root_relative_squared_error: 1.1418, unweighted_recall: 0.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4436, f_measure: 0.0829, kappa: -0.0646, kb_relative_information_score: 0.0378, mean_absolute_error: 0.2934, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0984, number_of_instances: 2796, precision: 0.1107, predictive_accuracy: 0.0984, prior_entropy: 2.5204, relative_absolute_error: 1.0753, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4254, root_relative_squared_error: 1.1516, unweighted_recall: 0.1203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4168, f_measure: 0.0781, kappa: -0.1056, kb_relative_information_score: -0.0104, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0776, number_of_instances: 2796, precision: 0.0865, predictive_accuracy: 0.0776, prior_entropy: 2.5204, relative_absolute_error: 1.1139, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4747, root_relative_squared_error: 1.2851, unweighted_recall: 0.0783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4478, f_measure: 0.0906, kappa: -0.0591, kb_relative_information_score: 0.0433, mean_absolute_error: 0.2905, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1037, number_of_instances: 2796, precision: 0.1351, predictive_accuracy: 0.1037, prior_entropy: 2.5204, relative_absolute_error: 1.0645, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4127, root_relative_squared_error: 1.1174, unweighted_recall: 0.1223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.448, f_measure: 0.0903, kappa: -0.0587, kb_relative_information_score: 0.0435, mean_absolute_error: 0.2915, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1041, number_of_instances: 2796, precision: 0.1272, predictive_accuracy: 0.1041, prior_entropy: 2.5204, relative_absolute_error: 1.0684, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4196, root_relative_squared_error: 1.1361, unweighted_recall: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4505, f_measure: 0.0929, kappa: -0.0572, kb_relative_information_score: 0.0431, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1052, number_of_instances: 2796, precision: 0.1326, predictive_accuracy: 0.1052, prior_entropy: 2.5204, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4234, root_relative_squared_error: 1.1462, unweighted_recall: 0.1242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4084, f_measure: 0.0132, kappa: -0.1709, kb_relative_information_score: -0.0919, mean_absolute_error: 0.3272, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0129, number_of_instances: 2796, precision: 0.0158, predictive_accuracy: 0.0129, prior_entropy: 2.5204, relative_absolute_error: 1.1989, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5601, root_relative_squared_error: 1.5163, unweighted_recall: 0.0157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4311, f_measure: 0.0885, kappa: -0.0807, kb_relative_information_score: 0.0196, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0912, number_of_instances: 2796, precision: 0.1011, predictive_accuracy: 0.0912, prior_entropy: 2.5204, relative_absolute_error: 1.0965, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4664, root_relative_squared_error: 1.2627, unweighted_recall: 0.1037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4345, f_measure: 0.0913, kappa: -0.0605, kb_relative_information_score: 0.0298, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1052, number_of_instances: 2796, precision: 0.1118, predictive_accuracy: 0.1052, prior_entropy: 2.5204, relative_absolute_error: 1.0847, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.45, root_relative_squared_error: 1.2182, unweighted_recall: 0.1257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4446, f_measure: 0.084, kappa: -0.0827, kb_relative_information_score: 0.044, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0898, number_of_instances: 2796, precision: 0.1313, predictive_accuracy: 0.0898, prior_entropy: 2.5204, relative_absolute_error: 1.0673, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4144, root_relative_squared_error: 1.1219, unweighted_recall: 0.1005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.407, f_measure: 0.0382, kappa: -0.1454, kb_relative_information_score: -0.0591, mean_absolute_error: 0.3183, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0358, number_of_instances: 2796, precision: 0.0456, predictive_accuracy: 0.0358, prior_entropy: 2.5204, relative_absolute_error: 1.1664, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.533, root_relative_squared_error: 1.4429, unweighted_recall: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4294, f_measure: 0.0007, kappa: -0.185, kb_relative_information_score: -0.1142, mean_absolute_error: 0.333, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0011, number_of_instances: 2796, precision: 0.0005, predictive_accuracy: 0.0011, prior_entropy: 2.5204, relative_absolute_error: 1.2203, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5768, root_relative_squared_error: 1.5616, unweighted_recall: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4572, f_measure: 0.0982, kappa: -0.0513, kb_relative_information_score: 0.0477, mean_absolute_error: 0.2904, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1105, number_of_instances: 2796, precision: 0.1304, predictive_accuracy: 0.1105, prior_entropy: 2.5204, relative_absolute_error: 1.0641, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4234, root_relative_squared_error: 1.1462, unweighted_recall: 0.1313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4435, f_measure: 0.0881, kappa: -0.0625, kb_relative_information_score: 0.0411, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1009, number_of_instances: 2796, precision: 0.1234, predictive_accuracy: 0.1009, prior_entropy: 2.5204, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4193, root_relative_squared_error: 1.1351, unweighted_recall: 0.1201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4464, f_measure: 0.0868, kappa: -0.0628, kb_relative_information_score: 0.0387, mean_absolute_error: 0.2925, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1009, number_of_instances: 2796, precision: 0.1127, predictive_accuracy: 0.1009, prior_entropy: 2.5204, relative_absolute_error: 1.0721, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4248, root_relative_squared_error: 1.15, unweighted_recall: 0.1217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4287, f_measure: 0.0883, kappa: -0.0656, kb_relative_information_score: 0.0206, mean_absolute_error: 0.2997, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1009, number_of_instances: 2796, precision: 0.1008, predictive_accuracy: 0.1009, prior_entropy: 2.5204, relative_absolute_error: 1.0984, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4737, root_relative_squared_error: 1.2825, unweighted_recall: 0.1227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.452, f_measure: 0.0918, kappa: -0.0483, kb_relative_information_score: 0.0468, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1119, number_of_instances: 2796, precision: 0.1298, predictive_accuracy: 0.1119, prior_entropy: 2.5204, relative_absolute_error: 1.0676, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4192, root_relative_squared_error: 1.135, unweighted_recall: 0.1353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4413, f_measure: 0.0928, kappa: -0.0626, kb_relative_information_score: 0.0408, mean_absolute_error: 0.2925, mean_prior_absolute_error: 0.2729, weighted_recall: 0.103, number_of_instances: 2796, precision: 0.1296, predictive_accuracy: 0.103, prior_entropy: 2.5204, relative_absolute_error: 1.0719, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4224, root_relative_squared_error: 1.1436, unweighted_recall: 0.1205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4493, f_measure: 0.0897, kappa: -0.055, kb_relative_information_score: 0.0449, mean_absolute_error: 0.2916, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1048, number_of_instances: 2796, precision: 0.1318, predictive_accuracy: 0.1048, prior_entropy: 2.5204, relative_absolute_error: 1.0685, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4205, root_relative_squared_error: 1.1384, unweighted_recall: 0.1265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4419, f_measure: 0.0872, kappa: -0.0616, kb_relative_information_score: 0.0354, mean_absolute_error: 0.2948, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1019, number_of_instances: 2796, precision: 0.1066, predictive_accuracy: 0.1019, prior_entropy: 2.5204, relative_absolute_error: 1.0803, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4439, root_relative_squared_error: 1.2017, unweighted_recall: 0.1235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4409, f_measure: 0.0895, kappa: -0.0606, kb_relative_information_score: 0.0392, mean_absolute_error: 0.2921, mean_prior_absolute_error: 0.2729, weighted_recall: 0.103, number_of_instances: 2796, precision: 0.127, predictive_accuracy: 0.103, prior_entropy: 2.5204, relative_absolute_error: 1.0704, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4182, root_relative_squared_error: 1.1323, unweighted_recall: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4451, f_measure: 0.0899, kappa: -0.0563, kb_relative_information_score: 0.0447, mean_absolute_error: 0.2905, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1073, number_of_instances: 2796, precision: 0.1294, predictive_accuracy: 0.1073, prior_entropy: 2.5204, relative_absolute_error: 1.0646, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.1179, unweighted_recall: 0.1262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4058, f_measure: 0.0106, kappa: -0.174, kb_relative_information_score: -0.0929, mean_absolute_error: 0.3271, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0111, number_of_instances: 2796, precision: 0.0121, predictive_accuracy: 0.0111, prior_entropy: 2.5204, relative_absolute_error: 1.1988, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5593, root_relative_squared_error: 1.5141, unweighted_recall: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4476, f_measure: 0.0896, kappa: -0.062, kb_relative_information_score: 0.0417, mean_absolute_error: 0.2922, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1016, number_of_instances: 2796, precision: 0.1237, predictive_accuracy: 0.1016, prior_entropy: 2.5204, relative_absolute_error: 1.0709, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4224, root_relative_squared_error: 1.1437, unweighted_recall: 0.1201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4171, f_measure: 0.0466, kappa: -0.132, kb_relative_information_score: -0.0487, mean_absolute_error: 0.3165, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0458, number_of_instances: 2796, precision: 0.056, predictive_accuracy: 0.0458, prior_entropy: 2.5204, relative_absolute_error: 1.1599, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5357, root_relative_squared_error: 1.4502, unweighted_recall: 0.0547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.44, f_measure: 0.0974, kappa: -0.0463, kb_relative_information_score: 0.0408, mean_absolute_error: 0.2905, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1141, number_of_instances: 2796, precision: 0.1296, predictive_accuracy: 0.1141, prior_entropy: 2.5204, relative_absolute_error: 1.0645, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4213, root_relative_squared_error: 1.1405, unweighted_recall: 0.1316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4401, f_measure: 0.086, kappa: -0.0568, kb_relative_information_score: 0.0419, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1034, number_of_instances: 2796, precision: 0.11, predictive_accuracy: 0.1034, prior_entropy: 2.5204, relative_absolute_error: 1.0729, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4292, root_relative_squared_error: 1.162, unweighted_recall: 0.1262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4008, f_measure: 0.013, kappa: -0.1726, kb_relative_information_score: -0.0932, mean_absolute_error: 0.3274, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0122, number_of_instances: 2796, precision: 0.0159, predictive_accuracy: 0.0122, prior_entropy: 2.5204, relative_absolute_error: 1.1998, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5599, root_relative_squared_error: 1.5157, unweighted_recall: 0.0145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4467, f_measure: 0.094, kappa: -0.0582, kb_relative_information_score: 0.0419, mean_absolute_error: 0.2917, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1041, number_of_instances: 2796, precision: 0.1318, predictive_accuracy: 0.1041, prior_entropy: 2.5204, relative_absolute_error: 1.069, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4204, root_relative_squared_error: 1.1383, unweighted_recall: 0.1215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4328, f_measure: 0.0907, kappa: -0.0531, kb_relative_information_score: 0.034, mean_absolute_error: 0.2917, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1105, number_of_instances: 2796, precision: 0.1205, predictive_accuracy: 0.1105, prior_entropy: 2.5204, relative_absolute_error: 1.0688, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4258, root_relative_squared_error: 1.1527, unweighted_recall: 0.1295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4429, f_measure: 0.1, kappa: -0.038, kb_relative_information_score: 0.0434, mean_absolute_error: 0.2917, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1205, number_of_instances: 2796, precision: 0.1343, predictive_accuracy: 0.1205, prior_entropy: 2.5204, relative_absolute_error: 1.069, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4291, root_relative_squared_error: 1.1618, unweighted_recall: 0.1446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4449, f_measure: 0.0934, kappa: -0.0612, kb_relative_information_score: 0.0346, mean_absolute_error: 0.2938, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1034, number_of_instances: 2796, precision: 0.1179, predictive_accuracy: 0.1034, prior_entropy: 2.5204, relative_absolute_error: 1.0768, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4431, root_relative_squared_error: 1.1995, unweighted_recall: 0.1219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.446, f_measure: 0.0903, kappa: -0.0591, kb_relative_information_score: 0.0408, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1026, number_of_instances: 2796, precision: 0.1231, predictive_accuracy: 0.1026, prior_entropy: 2.5204, relative_absolute_error: 1.0701, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4235, root_relative_squared_error: 1.1467, unweighted_recall: 0.1224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4357, f_measure: 0.0859, kappa: -0.068, kb_relative_information_score: 0.0298, mean_absolute_error: 0.2957, mean_prior_absolute_error: 0.2729, weighted_recall: 0.098, number_of_instances: 2796, precision: 0.1055, predictive_accuracy: 0.098, prior_entropy: 2.5204, relative_absolute_error: 1.0835, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4493, root_relative_squared_error: 1.2163, unweighted_recall: 0.1169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4497, f_measure: 0.086, kappa: -0.0633, kb_relative_information_score: 0.0389, mean_absolute_error: 0.2926, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0998, number_of_instances: 2796, precision: 0.1175, predictive_accuracy: 0.0998, prior_entropy: 2.5204, relative_absolute_error: 1.0722, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4256, root_relative_squared_error: 1.1521, unweighted_recall: 0.1205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4481, f_measure: 0.0911, kappa: -0.0535, kb_relative_information_score: 0.0441, mean_absolute_error: 0.2915, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1077, number_of_instances: 2796, precision: 0.1244, predictive_accuracy: 0.1077, prior_entropy: 2.5204, relative_absolute_error: 1.0681, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4218, root_relative_squared_error: 1.142, unweighted_recall: 0.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4486, f_measure: 0.0906, kappa: -0.0538, kb_relative_information_score: 0.0428, mean_absolute_error: 0.2912, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1073, number_of_instances: 2796, precision: 0.1304, predictive_accuracy: 0.1073, prior_entropy: 2.5204, relative_absolute_error: 1.0672, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4177, root_relative_squared_error: 1.1308, unweighted_recall: 0.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4489, f_measure: 0.082, kappa: -0.0692, kb_relative_information_score: 0.0434, mean_absolute_error: 0.2911, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0959, number_of_instances: 2796, precision: 0.1354, predictive_accuracy: 0.0959, prior_entropy: 2.5204, relative_absolute_error: 1.0667, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4141, root_relative_squared_error: 1.1212, unweighted_recall: 0.1134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.44, f_measure: 0.0966, kappa: -0.0345, kb_relative_information_score: 0.0489, mean_absolute_error: 0.2891, mean_prior_absolute_error: 0.2729, weighted_recall: 0.123, number_of_instances: 2796, precision: 0.1335, predictive_accuracy: 0.123, prior_entropy: 2.5204, relative_absolute_error: 1.0594, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4106, root_relative_squared_error: 1.1117, unweighted_recall: 0.1464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4507, f_measure: 0.093, kappa: -0.0545, kb_relative_information_score: 0.0486, mean_absolute_error: 0.2906, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1087, number_of_instances: 2796, precision: 0.1435, predictive_accuracy: 0.1087, prior_entropy: 2.5204, relative_absolute_error: 1.065, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4149, root_relative_squared_error: 1.1232, unweighted_recall: 0.1281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4476, f_measure: 0.0796, kappa: -0.0654, kb_relative_information_score: 0.043, mean_absolute_error: 0.2912, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0984, number_of_instances: 2796, precision: 0.1106, predictive_accuracy: 0.0984, prior_entropy: 2.5204, relative_absolute_error: 1.0673, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4156, root_relative_squared_error: 1.1253, unweighted_recall: 0.1178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4394, f_measure: 0.0957, kappa: -0.0522, kb_relative_information_score: 0.0422, mean_absolute_error: 0.2929, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1087, number_of_instances: 2796, precision: 0.1199, predictive_accuracy: 0.1087, prior_entropy: 2.5204, relative_absolute_error: 1.0735, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4309, root_relative_squared_error: 1.1667, unweighted_recall: 0.1319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.44, f_measure: 0.0763, kappa: -0.0747, kb_relative_information_score: 0.0348, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0894, number_of_instances: 2796, precision: 0.1006, predictive_accuracy: 0.0894, prior_entropy: 2.5204, relative_absolute_error: 1.0716, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4223, root_relative_squared_error: 1.1432, unweighted_recall: 0.1084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4248, f_measure: 0.0005, kappa: -0.1855, kb_relative_information_score: -0.1146, mean_absolute_error: 0.3331, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0007, number_of_instances: 2796, precision: 0.0004, predictive_accuracy: 0.0007, prior_entropy: 2.5204, relative_absolute_error: 1.2206, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5768, root_relative_squared_error: 1.5617, unweighted_recall: 0.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.433, f_measure: 0.0881, kappa: -0.0727, kb_relative_information_score: 0.028, mean_absolute_error: 0.2959, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0948, number_of_instances: 2796, precision: 0.1105, predictive_accuracy: 0.0948, prior_entropy: 2.5204, relative_absolute_error: 1.0843, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4478, root_relative_squared_error: 1.2123, unweighted_recall: 0.1095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4351, f_measure: 0.0915, kappa: -0.0601, kb_relative_information_score: 0.0315, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1062, number_of_instances: 2796, precision: 0.1183, predictive_accuracy: 0.1062, prior_entropy: 2.5204, relative_absolute_error: 1.0813, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4443, root_relative_squared_error: 1.2028, unweighted_recall: 0.1231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4101, f_measure: 0.0028, kappa: -0.1836, kb_relative_information_score: -0.1118, mean_absolute_error: 0.3323, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0025, number_of_instances: 2796, precision: 0.0036, predictive_accuracy: 0.0025, prior_entropy: 2.5204, relative_absolute_error: 1.2177, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5752, root_relative_squared_error: 1.5572, unweighted_recall: 0.0027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4402, f_measure: 0.0866, kappa: -0.0707, kb_relative_information_score: 0.0319, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0955, number_of_instances: 2796, precision: 0.1153, predictive_accuracy: 0.0955, prior_entropy: 2.5204, relative_absolute_error: 1.0795, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.443, root_relative_squared_error: 1.1995, unweighted_recall: 0.1124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4082, f_measure: 0.0421, kappa: -0.1405, kb_relative_information_score: -0.0542, mean_absolute_error: 0.3171, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0397, number_of_instances: 2796, precision: 0.0507, predictive_accuracy: 0.0397, prior_entropy: 2.5204, relative_absolute_error: 1.1619, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5271, root_relative_squared_error: 1.427, unweighted_recall: 0.0443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4456, f_measure: 0.0855, kappa: -0.0645, kb_relative_information_score: 0.0382, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0984, number_of_instances: 2796, precision: 0.1192, predictive_accuracy: 0.0984, prior_entropy: 2.5204, relative_absolute_error: 1.0714, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4225, root_relative_squared_error: 1.1439, unweighted_recall: 0.1195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4487, f_measure: 0.0975, kappa: -0.056, kb_relative_information_score: 0.0469, mean_absolute_error: 0.2909, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1069, number_of_instances: 2796, precision: 0.1356, predictive_accuracy: 0.1069, prior_entropy: 2.5204, relative_absolute_error: 1.066, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4183, root_relative_squared_error: 1.1324, unweighted_recall: 0.1247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4487, f_measure: 0.0916, kappa: -0.0563, kb_relative_information_score: 0.0431, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1052, number_of_instances: 2796, precision: 0.1257, predictive_accuracy: 0.1052, prior_entropy: 2.5204, relative_absolute_error: 1.0665, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4189, root_relative_squared_error: 1.134, unweighted_recall: 0.1259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4458, f_measure: 0.0903, kappa: -0.0595, kb_relative_information_score: 0.0406, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1037, number_of_instances: 2796, precision: 0.1243, predictive_accuracy: 0.1037, prior_entropy: 2.5204, relative_absolute_error: 1.0702, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4196, root_relative_squared_error: 1.1359, unweighted_recall: 0.1245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4457, f_measure: 0.0909, kappa: -0.0553, kb_relative_information_score: 0.0439, mean_absolute_error: 0.2919, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1069, number_of_instances: 2796, precision: 0.123, predictive_accuracy: 0.1069, prior_entropy: 2.5204, relative_absolute_error: 1.0695, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4191, root_relative_squared_error: 1.1346, unweighted_recall: 0.1266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4295, f_measure: 0.0766, kappa: -0.091, kb_relative_information_score: 0.0158, mean_absolute_error: 0.299, mean_prior_absolute_error: 0.2729, weighted_recall: 0.079, number_of_instances: 2796, precision: 0.096, predictive_accuracy: 0.079, prior_entropy: 2.5204, relative_absolute_error: 1.0956, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4612, root_relative_squared_error: 1.2486, unweighted_recall: 0.0914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4542, f_measure: 0.0889, kappa: -0.0529, kb_relative_information_score: 0.0511, mean_absolute_error: 0.2889, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1091, number_of_instances: 2796, precision: 0.1439, predictive_accuracy: 0.1091, prior_entropy: 2.5204, relative_absolute_error: 1.0587, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4072, root_relative_squared_error: 1.1025, unweighted_recall: 0.1307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4003, f_measure: 0.012, kappa: -0.1737, kb_relative_information_score: -0.0923, mean_absolute_error: 0.3266, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0111, number_of_instances: 2796, precision: 0.0148, predictive_accuracy: 0.0111, prior_entropy: 2.5204, relative_absolute_error: 1.197, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5555, root_relative_squared_error: 1.5038, unweighted_recall: 0.0127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4157, f_measure: 0.0936, kappa: -0.0655, kb_relative_information_score: 0.0059, mean_absolute_error: 0.2986, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1041, number_of_instances: 2796, precision: 0.1115, predictive_accuracy: 0.1041, prior_entropy: 2.5204, relative_absolute_error: 1.0942, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4518, root_relative_squared_error: 1.2231, unweighted_recall: 0.1143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4513, f_measure: 0.0988, kappa: -0.0379, kb_relative_information_score: 0.0469, mean_absolute_error: 0.2916, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1195, number_of_instances: 2796, precision: 0.1468, predictive_accuracy: 0.1195, prior_entropy: 2.5204, relative_absolute_error: 1.0685, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4206, root_relative_squared_error: 1.1387, unweighted_recall: 0.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4467, f_measure: 0.0933, kappa: -0.0545, kb_relative_information_score: 0.0413, mean_absolute_error: 0.2918, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1069, number_of_instances: 2796, precision: 0.1381, predictive_accuracy: 0.1069, prior_entropy: 2.5204, relative_absolute_error: 1.0692, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4189, root_relative_squared_error: 1.134, unweighted_recall: 0.1258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4435, f_measure: 0.0884, kappa: -0.0585, kb_relative_information_score: 0.0437, mean_absolute_error: 0.2904, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1041, number_of_instances: 2796, precision: 0.1317, predictive_accuracy: 0.1041, prior_entropy: 2.5204, relative_absolute_error: 1.064, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4126, root_relative_squared_error: 1.117, unweighted_recall: 0.1243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4341, f_measure: 0.0832, kappa: -0.0834, kb_relative_information_score: 0.0237, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0869, number_of_instances: 2796, precision: 0.0998, predictive_accuracy: 0.0869, prior_entropy: 2.5204, relative_absolute_error: 1.0914, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4592, root_relative_squared_error: 1.2432, unweighted_recall: 0.1008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4063, f_measure: 0.0118, kappa: -0.1732, kb_relative_information_score: -0.0966, mean_absolute_error: 0.3279, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0114, number_of_instances: 2796, precision: 0.0141, predictive_accuracy: 0.0114, prior_entropy: 2.5204, relative_absolute_error: 1.2016, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.5191, unweighted_recall: 0.0139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.436, f_measure: 0.0878, kappa: -0.0673, kb_relative_information_score: 0.0322, mean_absolute_error: 0.2954, mean_prior_absolute_error: 0.2729, weighted_recall: 0.098, number_of_instances: 2796, precision: 0.1099, predictive_accuracy: 0.098, prior_entropy: 2.5204, relative_absolute_error: 1.0824, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.2108, unweighted_recall: 0.1156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4426, f_measure: 0.0964, kappa: -0.0454, kb_relative_information_score: 0.0419, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.2729, weighted_recall: 0.113, number_of_instances: 2796, precision: 0.1213, predictive_accuracy: 0.113, prior_entropy: 2.5204, relative_absolute_error: 1.0737, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4329, root_relative_squared_error: 1.172, unweighted_recall: 0.1385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4437, f_measure: 0.1, kappa: -0.0519, kb_relative_information_score: 0.0436, mean_absolute_error: 0.2909, mean_prior_absolute_error: 0.2729, weighted_recall: 0.113, number_of_instances: 2796, precision: 0.1441, predictive_accuracy: 0.113, prior_entropy: 2.5204, relative_absolute_error: 1.0661, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4146, root_relative_squared_error: 1.1225, unweighted_recall: 0.1293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4439, f_measure: 0.0961, kappa: -0.0471, kb_relative_information_score: 0.0443, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1137, number_of_instances: 2796, precision: 0.1327, predictive_accuracy: 0.1137, prior_entropy: 2.5204, relative_absolute_error: 1.0663, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4167, root_relative_squared_error: 1.1282, unweighted_recall: 0.1362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4478, f_measure: 0.0934, kappa: -0.0537, kb_relative_information_score: 0.0444, mean_absolute_error: 0.2905, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1091, number_of_instances: 2796, precision: 0.1328, predictive_accuracy: 0.1091, prior_entropy: 2.5204, relative_absolute_error: 1.0645, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.1204, unweighted_recall: 0.1306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4376, f_measure: 0.0976, kappa: -0.0448, kb_relative_information_score: 0.0426, mean_absolute_error: 0.2912, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1148, number_of_instances: 2796, precision: 0.1307, predictive_accuracy: 0.1148, prior_entropy: 2.5204, relative_absolute_error: 1.0671, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4237, root_relative_squared_error: 1.1472, unweighted_recall: 0.1356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4351, f_measure: 0.0956, kappa: -0.0633, kb_relative_information_score: 0.0309, mean_absolute_error: 0.2956, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1005, number_of_instances: 2796, precision: 0.1229, predictive_accuracy: 0.1005, prior_entropy: 2.5204, relative_absolute_error: 1.0834, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4536, root_relative_squared_error: 1.228, unweighted_recall: 0.1172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4404, f_measure: 0.0942, kappa: -0.0498, kb_relative_information_score: 0.0415, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.2729, weighted_recall: 0.1094, number_of_instances: 2796, precision: 0.1195, predictive_accuracy: 0.1094, prior_entropy: 2.5204, relative_absolute_error: 1.0738, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4338, root_relative_squared_error: 1.1744, unweighted_recall: 0.1323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4108, f_measure: 0.0353, kappa: -0.1452, kb_relative_information_score: -0.0672, mean_absolute_error: 0.3213, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0343, number_of_instances: 2796, precision: 0.042, predictive_accuracy: 0.0343, prior_entropy: 2.5204, relative_absolute_error: 1.1774, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5485, root_relative_squared_error: 1.485, unweighted_recall: 0.0417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4183, f_measure: 0.0675, kappa: -0.117, kb_relative_information_score: -0.0228, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0651, number_of_instances: 2796, precision: 0.0762, predictive_accuracy: 0.0651, prior_entropy: 2.5204, relative_absolute_error: 1.1317, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4974, root_relative_squared_error: 1.3467, unweighted_recall: 0.0676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4059, f_measure: 0.0005, kappa: -0.1854, kb_relative_information_score: -0.1139, mean_absolute_error: 0.3329, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0007, number_of_instances: 2796, precision: 0.0004, predictive_accuracy: 0.0007, prior_entropy: 2.5204, relative_absolute_error: 1.2201, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5763, root_relative_squared_error: 1.5603, unweighted_recall: 0.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.446, f_measure: 0.082, kappa: -0.069, kb_relative_information_score: 0.0402, mean_absolute_error: 0.2923, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0948, number_of_instances: 2796, precision: 0.1151, predictive_accuracy: 0.0948, prior_entropy: 2.5204, relative_absolute_error: 1.0713, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4202, root_relative_squared_error: 1.1376, unweighted_recall: 0.1129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3945, f_measure: 0.0136, kappa: -0.172, kb_relative_information_score: -0.09, mean_absolute_error: 0.3252, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0125, number_of_instances: 2796, precision: 0.0168, predictive_accuracy: 0.0125, prior_entropy: 2.5204, relative_absolute_error: 1.1917, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5471, root_relative_squared_error: 1.4811, unweighted_recall: 0.0139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.426, f_measure: 0.0716, kappa: -0.1006, kb_relative_information_score: -0.0052, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.2729, weighted_recall: 0.0722, number_of_instances: 2796, precision: 0.0876, predictive_accuracy: 0.0722, prior_entropy: 2.5204, relative_absolute_error: 1.114, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4838, root_relative_squared_error: 1.3097, unweighted_recall: 0.0826,

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