OpenML
Supervised Classification on isolet

Supervised Classification on isolet

Task 3481 Supervised Classification isolet 14672 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_99 under100k
Issue #Downvotes for this reason By


Metric:

14672 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: 0.9406, kappa: 0.1882, kb_relative_information_score: 2274.8706, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.2194, prior_entropy: 4.7004, recall: 0.2194, relative_absolute_error: 0.9302, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.9521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.7449, kappa: 0.7574, kb_relative_information_score: 5697.8909, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8123, predictive_accuracy: 0.7667, prior_entropy: 4.7004, recall: 0.7667, relative_absolute_error: 0.5038, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.6596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9069, kappa: 0.903, kb_relative_information_score: 7069.4897, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.909, predictive_accuracy: 0.9068, prior_entropy: 4.7004, recall: 0.9068, relative_absolute_error: 0.1859, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0773, root_relative_squared_error: 0.4018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, kappa: 0.6028, kb_relative_information_score: 3649.5564, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.6181, prior_entropy: 4.7004, recall: 0.6181, relative_absolute_error: 0.8149, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1633, root_relative_squared_error: 0.8493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9768, kappa: 0.9759, kb_relative_information_score: 7517.8002, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9768, predictive_accuracy: 0.9768, prior_entropy: 4.7004, recall: 0.9768, relative_absolute_error: 0.0843, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.2145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9309, kappa: 0.928, kb_relative_information_score: 7316.8501, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9317, predictive_accuracy: 0.9307, prior_entropy: 4.7004, recall: 0.9307, relative_absolute_error: 0.0959, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.3377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.8701, kappa: 0.8645, kb_relative_information_score: 6921.9973, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8712, predictive_accuracy: 0.8697, prior_entropy: 4.7004, recall: 0.8697, relative_absolute_error: 0.2017, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.4331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3323, kappa: -0.0104, kb_relative_information_score: 0.2199, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0285, prior_entropy: 4.7004, recall: 0.0285, 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: 0.9283, kappa: 0.4277, kb_relative_information_score: 2917.3672, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.4497, prior_entropy: 4.7004, recall: 0.4497, relative_absolute_error: 0.8724, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.9015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9672, kappa: 0.9659, kb_relative_information_score: 7449.5843, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9675, predictive_accuracy: 0.9672, prior_entropy: 4.7004, recall: 0.9672, relative_absolute_error: 0.0976, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0473, root_relative_squared_error: 0.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9689, kappa: 0.9676, kb_relative_information_score: 7464.0744, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9689, predictive_accuracy: 0.9688, prior_entropy: 4.7004, recall: 0.9688, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9743, kappa: 0.9732, kb_relative_information_score: 7495.6773, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9745, predictive_accuracy: 0.9742, prior_entropy: 4.7004, recall: 0.9742, relative_absolute_error: 0.0874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.043, root_relative_squared_error: 0.2238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.8305, kappa: 0.8222, kb_relative_information_score: 6176.3147, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.834, predictive_accuracy: 0.829, prior_entropy: 4.7004, recall: 0.829, relative_absolute_error: 0.3717, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8125, kappa: 0.8149, kb_relative_information_score: 6079.898, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8504, predictive_accuracy: 0.822, prior_entropy: 4.7004, recall: 0.822, relative_absolute_error: 0.4732, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.6071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, kappa: 0.5881, kb_relative_information_score: 4324.2521, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.604, prior_entropy: 4.7004, recall: 0.604, relative_absolute_error: 0.7369, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.8066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9235, kappa: 0.9205, kb_relative_information_score: 6830.7233, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9239, predictive_accuracy: 0.9236, prior_entropy: 4.7004, recall: 0.9236, relative_absolute_error: 0.2761, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.4166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7181, f_measure: 0.5769, kappa: 0.4362, kb_relative_information_score: 3518.9116, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.929, predictive_accuracy: 0.4579, prior_entropy: 4.7004, recall: 0.4579, relative_absolute_error: 0.5638, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2042, root_relative_squared_error: 1.0619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3231, kappa: -0.0031, kb_relative_information_score: 31.3138, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0355, prior_entropy: 4.7004, recall: 0.0355, relative_absolute_error: 1.0001, 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: 0.997, f_measure: 0.9301, kappa: 0.9262, kb_relative_information_score: 7173.4264, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9321, predictive_accuracy: 0.9291, prior_entropy: 4.7004, recall: 0.9291, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0668, root_relative_squared_error: 0.3473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9532, kappa: 0.9513, kb_relative_information_score: 23.6941, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9537, predictive_accuracy: 0.9532, prior_entropy: 4.7004, recall: 0.9532, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9307, kappa: 0.9281, kb_relative_information_score: 7227.2713, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.931, predictive_accuracy: 0.9309, prior_entropy: 4.7004, recall: 0.9309, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0654, root_relative_squared_error: 0.3398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9115, kappa: 0.9077, kb_relative_information_score: 6663.0022, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9197, predictive_accuracy: 0.9112, prior_entropy: 4.7004, recall: 0.9112, relative_absolute_error: 0.3347, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.091, root_relative_squared_error: 0.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kappa: 0.0002, kb_relative_information_score: 25.186, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, 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: 0.5004, kb_relative_information_score: 44.1022, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0382, prior_entropy: 4.7004, 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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9619, kappa: 0.9604, kb_relative_information_score: 34.7211, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9621, predictive_accuracy: 0.9619, prior_entropy: 4.7004, recall: 0.9619, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.911, kappa: 0.9077, kb_relative_information_score: 7141.6044, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9115, predictive_accuracy: 0.9112, prior_entropy: 4.7004, recall: 0.9112, relative_absolute_error: 0.1754, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0708, root_relative_squared_error: 0.3682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kb_relative_information_score: 24.6804, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0382, prior_entropy: 4.7004, 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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9425, kappa: 0.9402, kb_relative_information_score: 6858.6776, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9428, predictive_accuracy: 0.9425, prior_entropy: 4.7004, recall: 0.9425, relative_absolute_error: 0.2806, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0777, root_relative_squared_error: 0.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kb_relative_information_score: 31.72, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0382, prior_entropy: 4.7004, recall: 0.0382, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.969, kappa: 0.9677, kb_relative_information_score: 7461.916, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 4.7004, recall: 0.969, relative_absolute_error: 0.0998, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0462, root_relative_squared_error: 0.2405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9074, kappa: 0.9037, kb_relative_information_score: 6868.1974, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.908, predictive_accuracy: 0.9074, prior_entropy: 4.7004, recall: 0.9074, relative_absolute_error: 0.2523, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.4175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9624, kappa: 0.9609, kb_relative_information_score: 54.3971, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9625, predictive_accuracy: 0.9624, prior_entropy: 4.7004, recall: 0.9624, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.9991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9361, kappa: 0.9333, kb_relative_information_score: 7122.4471, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9386, predictive_accuracy: 0.9359, prior_entropy: 4.7004, recall: 0.9359, relative_absolute_error: 0.1935, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.071, root_relative_squared_error: 0.3695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.1911, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, 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: 0.9993, f_measure: 0.9657, kappa: 0.9644, kb_relative_information_score: 7443.7064, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9658, predictive_accuracy: 0.9658, prior_entropy: 4.7004, recall: 0.9658, relative_absolute_error: 0.1034, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.048, root_relative_squared_error: 0.2498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0001, kb_relative_information_score: 33.5221, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0382, prior_entropy: 4.7004, recall: 0.0382, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.935, kappa: 0.9325, kb_relative_information_score: 6911.4461, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9353, predictive_accuracy: 0.9351, prior_entropy: 4.7004, recall: 0.9351, relative_absolute_error: 0.2603, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9385, kappa: 0.9361, kb_relative_information_score: 7051.2072, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9388, predictive_accuracy: 0.9386, prior_entropy: 4.7004, recall: 0.9386, relative_absolute_error: 0.2157, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.3665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9699, kappa: 0.9687, kb_relative_information_score: 7470.3641, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9699, predictive_accuracy: 0.9699, prior_entropy: 4.7004, recall: 0.9699, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0455, root_relative_squared_error: 0.2365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9726, kappa: 0.9715, kb_relative_information_score: 7486.1044, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9726, predictive_accuracy: 0.9726, prior_entropy: 4.7004, recall: 0.9726, relative_absolute_error: 0.0931, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.2292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9703, kappa: 0.9691, kb_relative_information_score: 7479.0515, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9703, predictive_accuracy: 0.9702, prior_entropy: 4.7004, recall: 0.9702, relative_absolute_error: 0.095, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.2325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9447, kappa: 0.9425, kb_relative_information_score: 7329.6765, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9448, predictive_accuracy: 0.9447, prior_entropy: 4.7004, recall: 0.9447, relative_absolute_error: 0.1292, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0578, root_relative_squared_error: 0.3006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9045, kappa: 0.9006, kb_relative_information_score: 6929.861, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.905, predictive_accuracy: 0.9045, prior_entropy: 4.7004, recall: 0.9045, relative_absolute_error: 0.2298, 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: 0.9961, f_measure: 0.8998, kappa: 0.8956, kb_relative_information_score: 6985.4836, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9006, predictive_accuracy: 0.8996, prior_entropy: 4.7004, recall: 0.8996, relative_absolute_error: 0.2019, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.4046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.97, kappa: 0.9688, kb_relative_information_score: 7468.158, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 4.7004, recall: 0.97, relative_absolute_error: 0.0979, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0456, root_relative_squared_error: 0.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9751, kappa: 0.9741, kb_relative_information_score: 7513.5837, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9752, predictive_accuracy: 0.9751, prior_entropy: 4.7004, recall: 0.9751, relative_absolute_error: 0.0849, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0417, root_relative_squared_error: 0.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kb_relative_information_score: 16.4954, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0382, prior_entropy: 4.7004, 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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9252, kappa: 0.9222, kb_relative_information_score: 6973.7145, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9255, predictive_accuracy: 0.9252, prior_entropy: 4.7004, recall: 0.9252, relative_absolute_error: 0.2283, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.3897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.8071, kappa: 0.7935, kb_relative_information_score: 5793.5521, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.82, predictive_accuracy: 0.8015, prior_entropy: 4.7004, recall: 0.8015, relative_absolute_error: 0.4787, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.12, root_relative_squared_error: 0.6239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, kappa: 0.1867, kb_relative_information_score: 2282.9323, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.218, prior_entropy: 4.7004, recall: 0.218, relative_absolute_error: 0.9307, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.183, root_relative_squared_error: 0.9518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9574, kappa: 0.9557, kb_relative_information_score: 36.4416, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9578, predictive_accuracy: 0.9574, prior_entropy: 4.7004, recall: 0.9574, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6189, kappa: 0.0112, kb_relative_information_score: 99.0576, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0491, prior_entropy: 4.7004, recall: 0.0491, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4937, kappa: 0.0002, kb_relative_information_score: 32.6085, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, 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: 0.5897, kappa: 0.0137, kb_relative_information_score: 54.1422, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0516, prior_entropy: 4.7004, recall: 0.0516, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9509, kappa: 0.9489, kb_relative_information_score: 7374.2457, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.951, predictive_accuracy: 0.9509, prior_entropy: 4.7004, recall: 0.9509, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.2833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9718, kappa: 0.9707, kb_relative_information_score: 7480.9728, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9718, predictive_accuracy: 0.9718, prior_entropy: 4.7004, recall: 0.9718, relative_absolute_error: 0.0948, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0444, root_relative_squared_error: 0.2309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, kappa: 0.3549, kb_relative_information_score: 1457.8253, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.3798, prior_entropy: 4.7004, recall: 0.3798, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.9706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.7607, kappa: 0.7492, kb_relative_information_score: 4464.0373, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7698, predictive_accuracy: 0.7589, prior_entropy: 4.7004, recall: 0.7589, relative_absolute_error: 0.697, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.7773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9719, kappa: 0.9708, kb_relative_information_score: 7493.8594, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.972, predictive_accuracy: 0.9719, prior_entropy: 4.7004, recall: 0.9719, relative_absolute_error: 0.0908, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0434, root_relative_squared_error: 0.2257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6296, f_measure: 0.3752, kappa: 0.2592, kb_relative_information_score: 2175.9179, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.896, predictive_accuracy: 0.2877, prior_entropy: 4.7004, recall: 0.2877, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2341, root_relative_squared_error: 1.2172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9733, kappa: 0.9723, kb_relative_information_score: 7481.7662, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9734, predictive_accuracy: 0.9733, prior_entropy: 4.7004, recall: 0.9733, relative_absolute_error: 0.0927, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0442, root_relative_squared_error: 0.2298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9713, kappa: 0.9701, kb_relative_information_score: 7475.7543, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9713, predictive_accuracy: 0.9713, prior_entropy: 4.7004, recall: 0.9713, relative_absolute_error: 0.0958, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0449, root_relative_squared_error: 0.2336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9405, kappa: 0.9382, kb_relative_information_score: 16.1759, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9411, predictive_accuracy: 0.9406, prior_entropy: 4.7004, recall: 0.9406, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.9997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9731, kappa: 0.972, kb_relative_information_score: 7487.1228, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9731, predictive_accuracy: 0.9731, prior_entropy: 4.7004, recall: 0.9731, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0439, root_relative_squared_error: 0.2282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9765, kappa: 0.9756, kb_relative_information_score: 7517.89, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9766, predictive_accuracy: 0.9765, prior_entropy: 4.7004, recall: 0.9765, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0412, root_relative_squared_error: 0.2143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5549, kappa: 0.0032, kb_relative_information_score: 29.0736, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0413, prior_entropy: 4.7004, recall: 0.0413, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9344, kappa: 0.9314, kb_relative_information_score: 7242.4732, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9359, predictive_accuracy: 0.9341, prior_entropy: 4.7004, recall: 0.9341, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.3311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, kappa: 0.401, kb_relative_information_score: 2316.4173, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.424, prior_entropy: 4.7004, recall: 0.424, relative_absolute_error: 0.919, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.9326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9694, kappa: 0.968, kb_relative_information_score: 7457.4534, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.97, predictive_accuracy: 0.9692, prior_entropy: 4.7004, recall: 0.9692, relative_absolute_error: 0.095, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9405, kappa: 0.9382, kb_relative_information_score: 7320.5988, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9409, predictive_accuracy: 0.9406, prior_entropy: 4.7004, recall: 0.9406, relative_absolute_error: 0.1284, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.059, root_relative_squared_error: 0.3067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.49, kappa: 0.4873, kb_relative_information_score: 2.6571, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.561, predictive_accuracy: 0.507, prior_entropy: 4.7004, recall: 0.507, 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: 0.5516, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, 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: 0.9995, f_measure: 0.9746, kappa: 0.9736, kb_relative_information_score: 7495.1306, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9747, predictive_accuracy: 0.9746, prior_entropy: 4.7004, recall: 0.9746, relative_absolute_error: 0.0904, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.2249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.7699, kappa: 0.7606, kb_relative_information_score: 4233.3533, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7782, predictive_accuracy: 0.7698, prior_entropy: 4.7004, recall: 0.7698, relative_absolute_error: 0.7284, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9712, kappa: 0.97, kb_relative_information_score: 7484.8614, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9712, predictive_accuracy: 0.9711, prior_entropy: 4.7004, recall: 0.9711, relative_absolute_error: 0.0936, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0442, root_relative_squared_error: 0.2297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6457, kappa: 0.0036, kb_relative_information_score: 164.9011, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0419, prior_entropy: 4.7004, recall: 0.0419, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9088, kappa: 0.905, kb_relative_information_score: 6848.4519, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9095, predictive_accuracy: 0.9087, prior_entropy: 4.7004, recall: 0.9087, relative_absolute_error: 0.2597, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.4192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5836, kappa: 0.0071, kb_relative_information_score: 64.8577, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0451, prior_entropy: 4.7004, recall: 0.0451, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9393, kappa: 0.9369, kb_relative_information_score: 6967.6508, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9395, predictive_accuracy: 0.9393, prior_entropy: 4.7004, recall: 0.9393, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0735, root_relative_squared_error: 0.3821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9176, kappa: 0.9142, kb_relative_information_score: 7232.2156, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9186, predictive_accuracy: 0.9175, prior_entropy: 4.7004, recall: 0.9175, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.3722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9683, kappa: 0.9671, kb_relative_information_score: 7471.3474, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9684, predictive_accuracy: 0.9683, prior_entropy: 4.7004, recall: 0.9683, relative_absolute_error: 0.0968, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0458, root_relative_squared_error: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, kappa: 0.2182, kb_relative_information_score: 3.2084, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.2483, prior_entropy: 4.7004, recall: 0.2483, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9597, kappa: 0.958, kb_relative_information_score: 27.5591, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9598, predictive_accuracy: 0.9596, prior_entropy: 4.7004, recall: 0.9596, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.96, kappa: 0.958, kb_relative_information_score: 7366.4246, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9614, predictive_accuracy: 0.9596, prior_entropy: 4.7004, recall: 0.9596, relative_absolute_error: 0.1128, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.053, root_relative_squared_error: 0.2755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, kappa: 0.0001, kb_relative_information_score: 27.6194, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, 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: 0.9954, f_measure: 0.8778, kappa: 0.8729, kb_relative_information_score: 6915.8264, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8783, predictive_accuracy: 0.8778, prior_entropy: 4.7004, recall: 0.8778, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.4276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9178, kappa: 0.9145, kb_relative_information_score: 6958.9733, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9183, predictive_accuracy: 0.9178, prior_entropy: 4.7004, recall: 0.9178, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.076, root_relative_squared_error: 0.3953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 0.1683, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, 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, kappa: 0.0001, kb_relative_information_score: 31.0562, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, 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: 0.9996, f_measure: 0.9727, kappa: 0.9716, kb_relative_information_score: 7482.0704, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9728, predictive_accuracy: 0.9727, prior_entropy: 4.7004, recall: 0.9727, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0442, root_relative_squared_error: 0.2298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8611, kappa: 0.8577, kb_relative_information_score: 5625.5094, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8774, predictive_accuracy: 0.8632, prior_entropy: 4.7004, recall: 0.8632, relative_absolute_error: 0.5439, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1279, root_relative_squared_error: 0.6652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.7705, kappa: 0.7835, kb_relative_information_score: 6153.7882, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8294, predictive_accuracy: 0.7918, prior_entropy: 4.7004, recall: 0.7918, relative_absolute_error: 0.2165, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9126, kappa: 0.9089, kb_relative_information_score: 7173.7115, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.914, predictive_accuracy: 0.9124, prior_entropy: 4.7004, recall: 0.9124, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0767, root_relative_squared_error: 0.3989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.8486, kappa: 0.8391, kb_relative_information_score: 5482.5329, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8646, predictive_accuracy: 0.8453, prior_entropy: 4.7004, recall: 0.8453, relative_absolute_error: 0.5789, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1269, root_relative_squared_error: 0.6601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.7289, kappa: 0.6291, kb_relative_information_score: 1805.4705, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9026, predictive_accuracy: 0.6433, prior_entropy: 4.7004, recall: 0.6433, relative_absolute_error: 0.9004, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.178, root_relative_squared_error: 0.9257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9741, kappa: 0.9731, kb_relative_information_score: 7491.2437, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9742, predictive_accuracy: 0.9741, prior_entropy: 4.7004, recall: 0.9741, relative_absolute_error: 0.0904, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0436, root_relative_squared_error: 0.2266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.97, kappa: 0.9688, kb_relative_information_score: 7476.2701, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 4.7004, recall: 0.97, relative_absolute_error: 0.0957, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0449, root_relative_squared_error: 0.2334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, kappa: 0.218, kb_relative_information_score: 3.2062, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.248, prior_entropy: 4.7004, recall: 0.248, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.7299, kappa: 0.7371, kb_relative_information_score: 6.2002, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7733, predictive_accuracy: 0.7472, prior_entropy: 4.7004, recall: 0.7472, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9351, kappa: 0.9325, kb_relative_information_score: 24.8243, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9364, predictive_accuracy: 0.9351, prior_entropy: 4.7004, recall: 0.9351, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9996,

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