OpenML
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 runs submitted
2 likes downloaded by 2 people , 5 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

35040 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: 0.4987, kb_relative_information_score: 36.3335, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0407, prior_entropy: 4.6998, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 71.7295, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0402, prior_entropy: 4.6998, recall: 0.0402, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.2288, kappa: 0.2301, kb_relative_information_score: 6646.0461, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.2516, predictive_accuracy: 0.26, prior_entropy: 4.6998, recall: 0.26, relative_absolute_error: 0.8966, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.9389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.7411, kappa: 0.7304, kb_relative_information_score: 14229.3244, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7467, predictive_accuracy: 0.7408, prior_entropy: 4.6998, recall: 0.7408, relative_absolute_error: 0.4897, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1214, root_relative_squared_error: 0.6313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.562, kappa: 0.5557, kb_relative_information_score: 10726.8811, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.576, predictive_accuracy: 0.5728, prior_entropy: 4.6998, recall: 0.5728, relative_absolute_error: 0.7283, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.8035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7136, kappa: 0.0643, kb_relative_information_score: 1864.8798, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.1002, prior_entropy: 4.6998, recall: 0.1002, relative_absolute_error: 0.9861, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5058, kappa: 0.0127, kb_relative_information_score: 788.5851, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0509, prior_entropy: 4.6998, recall: 0.0509, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2702, root_relative_squared_error: 1.4051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 129.4749, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0392, prior_entropy: 4.6998, recall: 0.0392, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kb_relative_information_score: 322.9265, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0403, prior_entropy: 4.6998, recall: 0.0403, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1924, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6985, kappa: 0.0643, kb_relative_information_score: 2701.7203, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.1004, prior_entropy: 4.6998, recall: 0.1004, relative_absolute_error: 0.9766, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.9876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.671, kappa: 0.6606, kb_relative_information_score: 12055.2466, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6851, predictive_accuracy: 0.6737, prior_entropy: 4.6998, recall: 0.6737, relative_absolute_error: 0.6535, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.7359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.3983, kappa: 0.3898, kb_relative_information_score: 9116.8838, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.4058, predictive_accuracy: 0.4134, prior_entropy: 4.6998, recall: 0.4134, relative_absolute_error: 0.7925, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.168, root_relative_squared_error: 0.8737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, kappa: 0.2494, kb_relative_information_score: 4202.7603, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.2786, prior_entropy: 4.6998, recall: 0.2786, relative_absolute_error: 0.9527, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kb_relative_information_score: 114.9594, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0398, prior_entropy: 4.6998, recall: 0.0398, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, kb_relative_information_score: 26.2346, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0407, prior_entropy: 4.6998, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 233.0836, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0374, prior_entropy: 4.6998, recall: 0.0374, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 85.1468, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0392, prior_entropy: 4.6998, recall: 0.0392, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 234.1754, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0398, prior_entropy: 4.6998, recall: 0.0398, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1924, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.7427, kappa: 0.7317, kb_relative_information_score: 14136.9034, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7472, predictive_accuracy: 0.742, prior_entropy: 4.6998, recall: 0.742, relative_absolute_error: 0.4704, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.121, root_relative_squared_error: 0.6295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 542.9668, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0388, prior_entropy: 4.6998, recall: 0.0388, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, kb_relative_information_score: 32.282, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0407, prior_entropy: 4.6998, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, kb_relative_information_score: 72.7995, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0403, prior_entropy: 4.6998, recall: 0.0403, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0005, kb_relative_information_score: 535.5526, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0385, prior_entropy: 4.6998, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kappa: -0.0001, kb_relative_information_score: 244.1946, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0389, prior_entropy: 4.6998, recall: 0.0389, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0002, kb_relative_information_score: 371.6999, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0387, prior_entropy: 4.6998, recall: 0.0387, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1924, root_relative_squared_error: 1.0006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 83.5779, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0393, prior_entropy: 4.6998, recall: 0.0393, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, kappa: 0.3529, kb_relative_information_score: 6708.1512, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.3781, prior_entropy: 4.6998, recall: 0.3781, relative_absolute_error: 0.8968, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.6428, kappa: 0.6286, kb_relative_information_score: 12650.0302, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6476, predictive_accuracy: 0.6429, prior_entropy: 4.6998, recall: 0.6429, relative_absolute_error: 0.5648, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.7266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 196.743, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0382, prior_entropy: 4.6998, recall: 0.0382, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7992, kappa: 0.1413, kb_relative_information_score: 3498.2016, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.1744, prior_entropy: 4.6998, recall: 0.1744, relative_absolute_error: 0.9666, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.9761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, kb_relative_information_score: 86.2992, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0395, prior_entropy: 4.6998, recall: 0.0395, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7945, kappa: 0.1329, kb_relative_information_score: 1580.2429, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.1664, prior_entropy: 4.6998, recall: 0.1664, relative_absolute_error: 0.9881, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.3457, kappa: 0.3721, kb_relative_information_score: 3779.8426, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.4065, predictive_accuracy: 0.3963, prior_entropy: 4.6998, recall: 0.3963, relative_absolute_error: 0.9565, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, kb_relative_information_score: 349.5603, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0392, prior_entropy: 4.6998, recall: 0.0392, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1924, root_relative_squared_error: 1.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kb_relative_information_score: 200.6933, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0384, prior_entropy: 4.6998, recall: 0.0384, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, kb_relative_information_score: 211.7566, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0381, prior_entropy: 4.6998, recall: 0.0381, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 83.8936, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0403, prior_entropy: 4.6998, recall: 0.0403, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.7465, kappa: 0.7355, kb_relative_information_score: 14353.6435, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7496, predictive_accuracy: 0.7457, prior_entropy: 4.6998, recall: 0.7457, relative_absolute_error: 0.4635, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.6196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, kb_relative_information_score: 122.4106, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0387, prior_entropy: 4.6998, recall: 0.0387, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 329.6764, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0381, prior_entropy: 4.6998, recall: 0.0381, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1924, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kappa: 0.0001, kb_relative_information_score: 59.2258, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0405, prior_entropy: 4.6998, recall: 0.0405, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kb_relative_information_score: 125.8788, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0407, prior_entropy: 4.6998, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, kb_relative_information_score: 61.9472, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0403, prior_entropy: 4.6998, recall: 0.0403, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 159.0462, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0403, prior_entropy: 4.6998, recall: 0.0403, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kb_relative_information_score: 472.3463, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0374, prior_entropy: 4.6998, recall: 0.0374, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1926, root_relative_squared_error: 1.0016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.584, f_measure: 0.2771, kappa: 0.2202, kb_relative_information_score: 5012.9056, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.3865, predictive_accuracy: 0.2503, prior_entropy: 4.6998, recall: 0.2503, relative_absolute_error: 0.8227, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2287, root_relative_squared_error: 1.1892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.5905, kappa: 0.5843, kb_relative_information_score: 11311.7205, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6103, predictive_accuracy: 0.6004, prior_entropy: 4.6998, recall: 0.6004, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.7756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5119, kappa: 0.0238, kb_relative_information_score: 993.7651, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0609, prior_entropy: 4.6998, recall: 0.0609, relative_absolute_error: 0.9767, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2688, root_relative_squared_error: 1.3976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6464, kappa: 0.1703, kb_relative_information_score: 1328.9558, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.2035, prior_entropy: 4.6998, recall: 0.2035, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.9851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.6195, kappa: 0.6134, kb_relative_information_score: 10887.4688, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6344, predictive_accuracy: 0.6283, prior_entropy: 4.6998, recall: 0.6283, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.7663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 554.4632, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0397, prior_entropy: 4.6998, recall: 0.0397, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2718, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kb_relative_information_score: 234.9327, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0393, prior_entropy: 4.6998, recall: 0.0393, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, kappa: 0.4115, kb_relative_information_score: 7369.0561, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.4343, prior_entropy: 4.6998, recall: 0.4343, relative_absolute_error: 0.8767, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.9057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, kb_relative_information_score: 44.1289, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0403, prior_entropy: 4.6998, recall: 0.0403, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, kb_relative_information_score: 99.226, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0407, prior_entropy: 4.6998, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9441, f_measure: 0.5595, kappa: 0.5502, kb_relative_information_score: 11284.049, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.5734, predictive_accuracy: 0.5676, prior_entropy: 4.6998, recall: 0.5676, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1514, root_relative_squared_error: 0.7873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.6466, kappa: 0.6333, kb_relative_information_score: 11954.9806, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6571, predictive_accuracy: 0.6474, prior_entropy: 4.6998, recall: 0.6474, relative_absolute_error: 0.6314, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: -0, kb_relative_information_score: 521.4236, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0374, prior_entropy: 4.6998, recall: 0.0374, relative_absolute_error: 1.0012, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2721, root_relative_squared_error: 1.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, kb_relative_information_score: 55.4999, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0407, prior_entropy: 4.6998, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.833, kappa: 0.8256, kb_relative_information_score: 16956.1523, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8345, predictive_accuracy: 0.8324, prior_entropy: 4.6998, recall: 0.8324, relative_absolute_error: 0.2672, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0942, root_relative_squared_error: 0.4899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.862, kappa: 0.8556, kb_relative_information_score: 16592.578, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8658, predictive_accuracy: 0.8612, prior_entropy: 4.6998, recall: 0.8612, relative_absolute_error: 0.3208, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.4967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.8443, kappa: 0.8376, kb_relative_information_score: 17179.8293, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8454, predictive_accuracy: 0.8439, prior_entropy: 4.6998, recall: 0.8439, relative_absolute_error: 0.2498, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.4719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9252, kappa: 0.9219, kb_relative_information_score: 16378.4886, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9275, predictive_accuracy: 0.925, prior_entropy: 4.6998, recall: 0.925, relative_absolute_error: 0.3718, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.4954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.8563, kappa: 0.8502, kb_relative_information_score: 17429.195, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8571, predictive_accuracy: 0.856, prior_entropy: 4.6998, recall: 0.856, relative_absolute_error: 0.2283, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.4533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.8421, kappa: 0.8354, kb_relative_information_score: 17161.6715, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8431, predictive_accuracy: 0.8417, prior_entropy: 4.6998, recall: 0.8417, relative_absolute_error: 0.25, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.8846, kappa: 0.8797, kb_relative_information_score: 17586.5184, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8854, predictive_accuracy: 0.8844, prior_entropy: 4.6998, recall: 0.8844, relative_absolute_error: 0.2302, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.4275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9289, kappa: 0.9258, kb_relative_information_score: 15972.3149, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.931, predictive_accuracy: 0.9287, prior_entropy: 4.6998, recall: 0.9287, relative_absolute_error: 0.4146, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.5217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.8713, kappa: 0.8656, kb_relative_information_score: 16508.4848, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8745, predictive_accuracy: 0.8708, prior_entropy: 4.6998, recall: 0.8708, relative_absolute_error: 0.331, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.4995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.8731, kappa: 0.8676, kb_relative_information_score: 16661.3078, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.876, predictive_accuracy: 0.8727, prior_entropy: 4.6998, recall: 0.8727, relative_absolute_error: 0.3168, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.4904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.8973, kappa: 0.8927, kb_relative_information_score: 16068.3949, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9012, predictive_accuracy: 0.8968, prior_entropy: 4.6998, recall: 0.8968, relative_absolute_error: 0.3874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1002, root_relative_squared_error: 0.5212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.8923, kappa: 0.8877, kb_relative_information_score: 16925.7908, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8945, predictive_accuracy: 0.892, prior_entropy: 4.6998, recall: 0.892, relative_absolute_error: 0.2999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.4695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9027, kappa: 0.8982, kb_relative_information_score: 16204.2484, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9064, predictive_accuracy: 0.9022, prior_entropy: 4.6998, recall: 0.9022, relative_absolute_error: 0.3767, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.5101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.8646, kappa: 0.8589, kb_relative_information_score: 17522.4461, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8655, predictive_accuracy: 0.8643, prior_entropy: 4.6998, recall: 0.8643, relative_absolute_error: 0.2224, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.4441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.8811, kappa: 0.876, kb_relative_information_score: 16829.1606, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8835, predictive_accuracy: 0.8808, prior_entropy: 4.6998, recall: 0.8808, relative_absolute_error: 0.3043, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.092, root_relative_squared_error: 0.4783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9053, kappa: 0.901, kb_relative_information_score: 16292.4888, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9086, predictive_accuracy: 0.9048, prior_entropy: 4.6998, recall: 0.9048, relative_absolute_error: 0.37, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.097, root_relative_squared_error: 0.5042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.936, kappa: 0.9333, kb_relative_information_score: 16226.8211, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9376, predictive_accuracy: 0.9359, prior_entropy: 4.6998, recall: 0.9359, relative_absolute_error: 0.3933, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.097, root_relative_squared_error: 0.5042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.8992, kappa: 0.8948, kb_relative_information_score: 16984.9683, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9014, predictive_accuracy: 0.8989, prior_entropy: 4.6998, recall: 0.8989, relative_absolute_error: 0.2985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.089, root_relative_squared_error: 0.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.953, kappa: 0.9511, kb_relative_information_score: 17802.7385, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9536, predictive_accuracy: 0.953, prior_entropy: 4.6998, recall: 0.953, relative_absolute_error: 0.2419, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9549, kappa: 0.953, kb_relative_information_score: 17898.9183, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9554, predictive_accuracy: 0.9549, prior_entropy: 4.6998, recall: 0.9549, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0725, root_relative_squared_error: 0.3772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9549, kappa: 0.953, kb_relative_information_score: 17728.3928, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9555, predictive_accuracy: 0.9548, prior_entropy: 4.6998, recall: 0.9548, relative_absolute_error: 0.2511, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0753, root_relative_squared_error: 0.3913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9403, kappa: 0.9378, kb_relative_information_score: 18270.9623, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9407, predictive_accuracy: 0.9402, prior_entropy: 4.6998, recall: 0.9402, relative_absolute_error: 0.1842, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0676, root_relative_squared_error: 0.3516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 18298.4962, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9543, predictive_accuracy: 0.954, prior_entropy: 4.6998, recall: 0.954, relative_absolute_error: 0.1895, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0658, root_relative_squared_error: 0.3421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9219, kappa: 0.9187, kb_relative_information_score: 18291.725, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9222, predictive_accuracy: 0.9218, prior_entropy: 4.6998, recall: 0.9218, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0699, root_relative_squared_error: 0.3633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.95, kappa: 0.9479, kb_relative_information_score: 18027.8268, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9504, predictive_accuracy: 0.95, prior_entropy: 4.6998, recall: 0.95, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0711, root_relative_squared_error: 0.3696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9204, kappa: 0.9171, kb_relative_information_score: 17860.0749, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9212, predictive_accuracy: 0.9203, prior_entropy: 4.6998, recall: 0.9203, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.3932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9262, kappa: 0.9231, kb_relative_information_score: 18020.0058, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9268, predictive_accuracy: 0.9261, prior_entropy: 4.6998, recall: 0.9261, relative_absolute_error: 0.2042, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.3781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9606, kappa: 0.959, kb_relative_information_score: 18518.3744, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9608, predictive_accuracy: 0.9606, prior_entropy: 4.6998, recall: 0.9606, relative_absolute_error: 0.1678, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.3192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9422, kappa: 0.9398, kb_relative_information_score: 18139.1234, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9426, predictive_accuracy: 0.9421, prior_entropy: 4.6998, recall: 0.9421, relative_absolute_error: 0.198, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.07, root_relative_squared_error: 0.3639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9522, kappa: 0.9502, kb_relative_information_score: 17526.8521, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9528, predictive_accuracy: 0.9521, prior_entropy: 4.6998, recall: 0.9521, relative_absolute_error: 0.2683, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.4091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9521, kappa: 0.9501, kb_relative_information_score: 17947.8064, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9526, predictive_accuracy: 0.952, prior_entropy: 4.6998, recall: 0.952, relative_absolute_error: 0.2264, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0719, root_relative_squared_error: 0.3739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.8851, kappa: 0.8802, kb_relative_information_score: 17955.2132, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8855, predictive_accuracy: 0.8849, prior_entropy: 4.6998, recall: 0.8849, relative_absolute_error: 0.1835, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9474, kappa: 0.9452, kb_relative_information_score: 18006.1887, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9479, predictive_accuracy: 0.9473, prior_entropy: 4.6998, recall: 0.9473, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0715, root_relative_squared_error: 0.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9537, kappa: 0.9518, kb_relative_information_score: 18468.4561, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9539, predictive_accuracy: 0.9537, prior_entropy: 4.6998, recall: 0.9537, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.063, root_relative_squared_error: 0.3276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9476, kappa: 0.9454, kb_relative_information_score: 17976.7328, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9482, predictive_accuracy: 0.9476, prior_entropy: 4.6998, recall: 0.9476, relative_absolute_error: 0.2201, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.072, root_relative_squared_error: 0.3747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9518, kappa: 0.9499, kb_relative_information_score: 18430.1944, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9521, predictive_accuracy: 0.9518, prior_entropy: 4.6998, recall: 0.9518, relative_absolute_error: 0.1726, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0638, root_relative_squared_error: 0.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9569, kappa: 0.9551, kb_relative_information_score: 18084.4144, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9572, predictive_accuracy: 0.9568, prior_entropy: 4.6998, recall: 0.9568, relative_absolute_error: 0.2155, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.3606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9549, kappa: 0.953, kb_relative_information_score: 18097.2371, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9553, predictive_accuracy: 0.9549, prior_entropy: 4.6998, recall: 0.9549, relative_absolute_error: 0.2125, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.3604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9294, kappa: 0.9265, kb_relative_information_score: 17702.1012, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9303, predictive_accuracy: 0.9293, prior_entropy: 4.6998, recall: 0.9293, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.4048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9171, kappa: 0.9136, kb_relative_information_score: 17891.9394, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9177, predictive_accuracy: 0.9169, prior_entropy: 4.6998, recall: 0.9169, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.3926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9083, kappa: 0.9045, kb_relative_information_score: 17419.261, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9095, predictive_accuracy: 0.9082, prior_entropy: 4.6998, recall: 0.9082, relative_absolute_error: 0.2595, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.4308,

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