Task
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 9967 Supervised Classification steel-plates-fault 142878 runs submitted
1 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • OpenML100 study_123 study_14 study_50 study_7
Issue #Downvotes for this reason By


Metric:

142878 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: 0.9609, f_measure: 0.9015, kappa: 0.7826, kb_relative_information_score: 0.7006, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9016, number_of_instances: 1941, precision: 0.9015, predictive_accuracy: 0.9016, prior_entropy: 0.9311, relative_absolute_error: 0.3107, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.5662, unweighted_recall: 0.8909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9789, kappa: 0.9535, kb_relative_information_score: 0.9433, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9789, number_of_instances: 1941, precision: 0.9789, predictive_accuracy: 0.9789, prior_entropy: 0.9311, relative_absolute_error: 0.0575, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.272, unweighted_recall: 0.9776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 0.9286, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9835, number_of_instances: 1941, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 0.9311, relative_absolute_error: 0.0806, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.2517, unweighted_recall: 0.9825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.8717, kappa: 0.7178, kb_relative_information_score: 0.5477, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8712, number_of_instances: 1941, precision: 0.8724, predictive_accuracy: 0.8712, prior_entropy: 0.9311, relative_absolute_error: 0.4771, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.6447, unweighted_recall: 0.8617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 0.9533, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9835, number_of_instances: 1941, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 0.9311, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.2387, unweighted_recall: 0.9825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9856, kappa: 0.9682, kb_relative_information_score: 0.9426, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9856, number_of_instances: 1941, precision: 0.9857, predictive_accuracy: 0.9856, prior_entropy: 0.9311, relative_absolute_error: 0.0634, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.2335, unweighted_recall: 0.9855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9815, kappa: 0.9591, kb_relative_information_score: 0.9453, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9815, number_of_instances: 1941, precision: 0.9815, predictive_accuracy: 0.9815, prior_entropy: 0.9311, relative_absolute_error: 0.0569, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.2509, unweighted_recall: 0.9806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9984, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0023, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0011, root_relative_squared_error: 0.0024, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9998, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0003, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9804, kappa: 0.9568, kb_relative_information_score: 0.9475, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9804, number_of_instances: 1941, precision: 0.9804, predictive_accuracy: 0.9804, prior_entropy: 0.9311, relative_absolute_error: 0.0541, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.2571, unweighted_recall: 0.9784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.8903, kappa: 0.759, kb_relative_information_score: 0.6109, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8897, number_of_instances: 1941, precision: 0.8912, predictive_accuracy: 0.8897, prior_entropy: 0.9311, relative_absolute_error: 0.4127, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.5993, unweighted_recall: 0.8832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 0.9719, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9882, number_of_instances: 1941, precision: 0.9883, predictive_accuracy: 0.9882, prior_entropy: 0.9311, relative_absolute_error: 0.028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.1972, unweighted_recall: 0.9888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9866, kappa: 0.9706, kb_relative_information_score: 0.9409, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9866, number_of_instances: 1941, precision: 0.9869, predictive_accuracy: 0.9866, prior_entropy: 0.9311, relative_absolute_error: 0.0674, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1031, root_relative_squared_error: 0.2167, unweighted_recall: 0.9884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9982, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0013, root_relative_squared_error: 0.0027, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.929, kappa: 0.8434, kb_relative_information_score: 0.7947, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9289, number_of_instances: 1941, precision: 0.9291, predictive_accuracy: 0.9289, prior_entropy: 0.9311, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.4765, unweighted_recall: 0.9226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.8977, kappa: 0.7749, kb_relative_information_score: 0.6616, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8975, number_of_instances: 1941, precision: 0.8981, predictive_accuracy: 0.8975, prior_entropy: 0.9311, relative_absolute_error: 0.3558, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.5752, unweighted_recall: 0.8895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9136, kappa: 0.8108, kb_relative_information_score: 0.6228, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9129, number_of_instances: 1941, precision: 0.9152, predictive_accuracy: 0.9129, prior_entropy: 0.9311, relative_absolute_error: 0.4109, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.264, root_relative_squared_error: 0.5547, unweighted_recall: 0.9117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9182, kappa: 0.8209, kb_relative_information_score: 0.6568, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9176, number_of_instances: 1941, precision: 0.9199, predictive_accuracy: 0.9176, prior_entropy: 0.9311, relative_absolute_error: 0.373, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.5349, unweighted_recall: 0.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8893, kappa: 0.7556, kb_relative_information_score: 0.6376, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8892, number_of_instances: 1941, precision: 0.8893, predictive_accuracy: 0.8892, prior_entropy: 0.9311, relative_absolute_error: 0.3791, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.6048, unweighted_recall: 0.8779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.899, kappa: 0.7771, kb_relative_information_score: 0.6752, mean_absolute_error: 0.1541, mean_prior_absolute_error: 0.4531, weighted_recall: 0.899, number_of_instances: 1941, precision: 0.899, predictive_accuracy: 0.899, prior_entropy: 0.9311, relative_absolute_error: 0.3402, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2716, root_relative_squared_error: 0.5706, unweighted_recall: 0.8885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9999, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0002, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9794, kappa: 0.9547, kb_relative_information_score: 0.9236, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9794, number_of_instances: 1941, precision: 0.9796, predictive_accuracy: 0.9794, prior_entropy: 0.9311, relative_absolute_error: 0.0857, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.2523, unweighted_recall: 0.9797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.8781, kappa: 0.7301, kb_relative_information_score: 0.661, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8784, number_of_instances: 1941, precision: 0.8778, predictive_accuracy: 0.8784, prior_entropy: 0.9311, relative_absolute_error: 0.3462, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.6095, unweighted_recall: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9999, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0001, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.983, kappa: 0.9625, kb_relative_information_score: 0.9542, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.4531, weighted_recall: 0.983, number_of_instances: 1941, precision: 0.983, predictive_accuracy: 0.983, prior_entropy: 0.9311, relative_absolute_error: 0.0465, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.2439, unweighted_recall: 0.9818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9998, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0002, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.8912, kappa: 0.7607, kb_relative_information_score: 0.5624, mean_absolute_error: 0.2115, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8908, number_of_instances: 1941, precision: 0.8918, predictive_accuracy: 0.8908, prior_entropy: 0.9311, relative_absolute_error: 0.4669, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.6217, unweighted_recall: 0.8833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.9026, kappa: 0.785, kb_relative_information_score: 0.6664, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9026, number_of_instances: 1941, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 0.9311, relative_absolute_error: 0.353, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.566, unweighted_recall: 0.8924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9856, kappa: 0.9682, kb_relative_information_score: 0.9489, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9856, number_of_instances: 1941, precision: 0.9857, predictive_accuracy: 0.9856, prior_entropy: 0.9311, relative_absolute_error: 0.0557, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.224, unweighted_recall: 0.9855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9815, kappa: 0.9592, kb_relative_information_score: 0.9246, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9815, number_of_instances: 1941, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 0.9311, relative_absolute_error: 0.0857, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.249, unweighted_recall: 0.9813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9997, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0005, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9744, kappa: 0.9439, kb_relative_information_score: 0.7996, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9742, number_of_instances: 1941, precision: 0.9754, predictive_accuracy: 0.9742, prior_entropy: 0.9311, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3505, unweighted_recall: 0.9782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9337, kappa: 0.854, kb_relative_information_score: 0.799, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9335, number_of_instances: 1941, precision: 0.9339, predictive_accuracy: 0.9335, prior_entropy: 0.9311, relative_absolute_error: 0.2106, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.4468, unweighted_recall: 0.9289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.9096, kappa: 0.8011, kb_relative_information_score: 0.7028, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9093, number_of_instances: 1941, precision: 0.91, predictive_accuracy: 0.9093, prior_entropy: 0.9311, relative_absolute_error: 0.3115, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.5515, unweighted_recall: 0.9031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.8908, kappa: 0.76, kb_relative_information_score: 0.5976, mean_absolute_error: 0.1935, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8903, number_of_instances: 1941, precision: 0.8916, predictive_accuracy: 0.8903, prior_entropy: 0.9311, relative_absolute_error: 0.4272, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.289, root_relative_squared_error: 0.6072, unweighted_recall: 0.8836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.8987, kappa: 0.7767, kb_relative_information_score: 0.6779, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8985, number_of_instances: 1941, precision: 0.8989, predictive_accuracy: 0.8985, prior_entropy: 0.9311, relative_absolute_error: 0.3352, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.5764, unweighted_recall: 0.8895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.983, kappa: 0.9626, kb_relative_information_score: 0.9469, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.4531, weighted_recall: 0.983, number_of_instances: 1941, precision: 0.9832, predictive_accuracy: 0.983, prior_entropy: 0.9311, relative_absolute_error: 0.0558, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1169, root_relative_squared_error: 0.2457, unweighted_recall: 0.9835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.8926, kappa: 0.7634, kb_relative_information_score: 0.6679, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8923, number_of_instances: 1941, precision: 0.8929, predictive_accuracy: 0.8923, prior_entropy: 0.9311, relative_absolute_error: 0.3442, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.5871, unweighted_recall: 0.8834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9033, kappa: 0.7868, kb_relative_information_score: 0.6946, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9031, number_of_instances: 1941, precision: 0.9034, predictive_accuracy: 0.9031, prior_entropy: 0.9311, relative_absolute_error: 0.319, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.552, unweighted_recall: 0.8945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9825, kappa: 0.9614, kb_relative_information_score: 0.9276, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9825, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9311, relative_absolute_error: 0.0819, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.2472, unweighted_recall: 0.9821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9871, kappa: 0.9717, kb_relative_information_score: 0.9658, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9871, number_of_instances: 1941, precision: 0.9873, predictive_accuracy: 0.9871, prior_entropy: 0.9311, relative_absolute_error: 0.0351, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.2099, unweighted_recall: 0.9881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9871, kappa: 0.9717, kb_relative_information_score: 0.943, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9871, number_of_instances: 1941, precision: 0.9872, predictive_accuracy: 0.9871, prior_entropy: 0.9311, relative_absolute_error: 0.0641, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.2321, unweighted_recall: 0.9877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9841, kappa: 0.965, kb_relative_information_score: 0.9229, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.4531, weighted_recall: 0.984, number_of_instances: 1941, precision: 0.9844, predictive_accuracy: 0.984, prior_entropy: 0.9311, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2293, unweighted_recall: 0.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9907, kappa: 0.9796, kb_relative_information_score: 0.9735, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9907, number_of_instances: 1941, precision: 0.9908, predictive_accuracy: 0.9907, prior_entropy: 0.9311, relative_absolute_error: 0.0277, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.178, unweighted_recall: 0.9912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9949, kappa: 0.9886, kb_relative_information_score: 0.9787, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9948, number_of_instances: 1941, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9311, relative_absolute_error: 0.0236, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0662, root_relative_squared_error: 0.139, unweighted_recall: 0.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 0.9948, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9985, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9311, relative_absolute_error: 0.0056, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.0793, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8876, kappa: 0.7519, kb_relative_information_score: 0.6634, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8877, number_of_instances: 1941, precision: 0.8876, predictive_accuracy: 0.8877, prior_entropy: 0.9311, relative_absolute_error: 0.3511, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2789, root_relative_squared_error: 0.586, unweighted_recall: 0.8757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.8857, kappa: 0.7493, kb_relative_information_score: 0.6275, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8851, number_of_instances: 1941, precision: 0.8869, predictive_accuracy: 0.8851, prior_entropy: 0.9311, relative_absolute_error: 0.3911, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.6098, unweighted_recall: 0.8789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9851, kappa: 0.9671, kb_relative_information_score: 0.9555, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9851, number_of_instances: 1941, precision: 0.9852, predictive_accuracy: 0.9851, prior_entropy: 0.9311, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.228, unweighted_recall: 0.9851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9722, kappa: 0.9389, kb_relative_information_score: 0.88, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9722, number_of_instances: 1941, precision: 0.9724, predictive_accuracy: 0.9722, prior_entropy: 0.9311, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.3039, unweighted_recall: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.905, kappa: 0.791, kb_relative_information_score: 0.6629, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9047, number_of_instances: 1941, precision: 0.9055, predictive_accuracy: 0.9047, prior_entropy: 0.9311, relative_absolute_error: 0.3568, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2709, root_relative_squared_error: 0.5692, unweighted_recall: 0.8981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.876, kappa: 0.7268, kb_relative_information_score: 0.6046, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8758, number_of_instances: 1941, precision: 0.8763, predictive_accuracy: 0.8758, prior_entropy: 0.9311, relative_absolute_error: 0.4108, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.303, root_relative_squared_error: 0.6367, unweighted_recall: 0.8645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9784, kappa: 0.9524, kb_relative_information_score: 0.8862, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9784, number_of_instances: 1941, precision: 0.9785, predictive_accuracy: 0.9784, prior_entropy: 0.9311, relative_absolute_error: 0.1322, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1388, root_relative_squared_error: 0.2917, unweighted_recall: 0.9782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9394, kappa: 0.8667, kb_relative_information_score: 0.816, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9392, number_of_instances: 1941, precision: 0.9398, predictive_accuracy: 0.9392, prior_entropy: 0.9311, relative_absolute_error: 0.1939, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.421, unweighted_recall: 0.9364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9789, kappa: 0.9535, kb_relative_information_score: 0.924, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9789, number_of_instances: 1941, precision: 0.979, predictive_accuracy: 0.9789, prior_entropy: 0.9311, relative_absolute_error: 0.0838, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1279, root_relative_squared_error: 0.2687, unweighted_recall: 0.9783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9799, kappa: 0.9558, kb_relative_information_score: 0.9201, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9799, number_of_instances: 1941, precision: 0.98, predictive_accuracy: 0.9799, prior_entropy: 0.9311, relative_absolute_error: 0.0889, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.266, unweighted_recall: 0.9794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.983, kappa: 0.9625, kb_relative_information_score: 0.949, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.4531, weighted_recall: 0.983, number_of_instances: 1941, precision: 0.983, predictive_accuracy: 0.983, prior_entropy: 0.9311, relative_absolute_error: 0.053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.2442, unweighted_recall: 0.9811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.8683, kappa: 0.7087, kb_relative_information_score: 0.5997, mean_absolute_error: 0.1875, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8686, number_of_instances: 1941, precision: 0.8681, predictive_accuracy: 0.8686, prior_entropy: 0.9311, relative_absolute_error: 0.4139, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.647, unweighted_recall: 0.8527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9979, kappa: 0.9955, kb_relative_information_score: 0.994, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9979, number_of_instances: 1941, precision: 0.998, predictive_accuracy: 0.9979, prior_entropy: 0.9311, relative_absolute_error: 0.0061, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0417, root_relative_squared_error: 0.0875, unweighted_recall: 0.9984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.887, kappa: 0.7515, kb_relative_information_score: 0.5139, mean_absolute_error: 0.2351, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8867, number_of_instances: 1941, precision: 0.8876, predictive_accuracy: 0.8867, prior_entropy: 0.9311, relative_absolute_error: 0.5189, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.6501, unweighted_recall: 0.8784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.8973, kappa: 0.7741, kb_relative_information_score: 0.6471, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4531, weighted_recall: 0.897, number_of_instances: 1941, precision: 0.8979, predictive_accuracy: 0.897, prior_entropy: 0.9311, relative_absolute_error: 0.3717, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.5873, unweighted_recall: 0.8898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 0.9856, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9943, number_of_instances: 1941, precision: 0.9944, predictive_accuracy: 0.9943, prior_entropy: 0.9311, relative_absolute_error: 0.0149, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0609, root_relative_squared_error: 0.1279, unweighted_recall: 0.9946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.982, kappa: 0.9604, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.4531, weighted_recall: 0.982, number_of_instances: 1941, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 0.9311, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.117, root_relative_squared_error: 0.2458, unweighted_recall: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.924, kappa: 0.8329, kb_relative_information_score: 0.7723, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9238, number_of_instances: 1941, precision: 0.9245, predictive_accuracy: 0.9238, prior_entropy: 0.9311, relative_absolute_error: 0.2405, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.221, root_relative_squared_error: 0.4644, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9978, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0031, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0015, root_relative_squared_error: 0.0032, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.981, kappa: 0.9581, kb_relative_information_score: 0.9328, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9809, number_of_instances: 1941, precision: 0.981, predictive_accuracy: 0.9809, prior_entropy: 0.9311, relative_absolute_error: 0.0733, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1182, root_relative_squared_error: 0.2483, unweighted_recall: 0.9805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.923, kappa: 0.8307, kb_relative_information_score: 0.7825, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9227, number_of_instances: 1941, precision: 0.9235, predictive_accuracy: 0.9227, prior_entropy: 0.9311, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.237, root_relative_squared_error: 0.4981, unweighted_recall: 0.9185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.8814, kappa: 0.7379, kb_relative_information_score: 0.6653, mean_absolute_error: 0.1547, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8815, number_of_instances: 1941, precision: 0.8813, predictive_accuracy: 0.8815, prior_entropy: 0.9311, relative_absolute_error: 0.3414, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.6118, unweighted_recall: 0.8682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.8953, kappa: 0.7699, kb_relative_information_score: 0.6462, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8949, number_of_instances: 1941, precision: 0.896, predictive_accuracy: 0.8949, prior_entropy: 0.9311, relative_absolute_error: 0.3734, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.5795, unweighted_recall: 0.8882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9754, kappa: 0.9459, kb_relative_information_score: 0.8183, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9753, number_of_instances: 1941, precision: 0.9759, predictive_accuracy: 0.9753, prior_entropy: 0.9311, relative_absolute_error: 0.2165, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3429, unweighted_recall: 0.9772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.8977, kappa: 0.7749, kb_relative_information_score: 0.6703, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8975, number_of_instances: 1941, precision: 0.8981, predictive_accuracy: 0.8975, prior_entropy: 0.9311, relative_absolute_error: 0.3461, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.5696, unweighted_recall: 0.8895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.8961, kappa: 0.7712, kb_relative_information_score: 0.6858, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8959, number_of_instances: 1941, precision: 0.8964, predictive_accuracy: 0.8959, prior_entropy: 0.9311, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.5803, unweighted_recall: 0.8872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9774, kappa: 0.9501, kb_relative_information_score: 0.8963, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9773, number_of_instances: 1941, precision: 0.9774, predictive_accuracy: 0.9773, prior_entropy: 0.9311, relative_absolute_error: 0.1164, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.2936, unweighted_recall: 0.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9923, kappa: 0.983, kb_relative_information_score: 0.9748, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9923, number_of_instances: 1941, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.9311, relative_absolute_error: 0.0268, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.1651, unweighted_recall: 0.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 0.9632, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9882, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9311, relative_absolute_error: 0.0389, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.2048, unweighted_recall: 0.9885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.8945, kappa: 0.7676, kb_relative_information_score: 0.6614, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8944, number_of_instances: 1941, precision: 0.8948, predictive_accuracy: 0.8944, prior_entropy: 0.9311, relative_absolute_error: 0.3549, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.5776, unweighted_recall: 0.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9805, kappa: 0.9569, kb_relative_information_score: 0.9294, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9804, number_of_instances: 1941, precision: 0.9805, predictive_accuracy: 0.9804, prior_entropy: 0.9311, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1166, root_relative_squared_error: 0.2449, unweighted_recall: 0.9801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 0.955, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.4531, weighted_recall: 0.984, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9311, relative_absolute_error: 0.046, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.2389, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.88, kappa: 0.7363, kb_relative_information_score: 0.5664, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8794, number_of_instances: 1941, precision: 0.8808, predictive_accuracy: 0.8794, prior_entropy: 0.9311, relative_absolute_error: 0.4609, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.628, unweighted_recall: 0.8715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.8969, kappa: 0.7722, kb_relative_information_score: 0.6885, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.4531, weighted_recall: 0.897, number_of_instances: 1941, precision: 0.8968, predictive_accuracy: 0.897, prior_entropy: 0.9311, relative_absolute_error: 0.3253, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.5635, unweighted_recall: 0.8856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.887, kappa: 0.7515, kb_relative_information_score: 0.578, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8867, number_of_instances: 1941, precision: 0.8876, predictive_accuracy: 0.8867, prior_entropy: 0.9311, relative_absolute_error: 0.4494, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.6173, unweighted_recall: 0.8784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9753, kappa: 0.9457, kb_relative_information_score: 0.8772, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9753, number_of_instances: 1941, precision: 0.9755, predictive_accuracy: 0.9753, prior_entropy: 0.9311, relative_absolute_error: 0.1403, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.147, root_relative_squared_error: 0.3088, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9287, kappa: 0.8434, kb_relative_information_score: 0.7757, mean_absolute_error: 0.106, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9284, number_of_instances: 1941, precision: 0.9294, predictive_accuracy: 0.9284, prior_entropy: 0.9311, relative_absolute_error: 0.234, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.4821, unweighted_recall: 0.9257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9997, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0004, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9841, kappa: 0.965, kb_relative_information_score: 0.9196, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.4531, weighted_recall: 0.984, number_of_instances: 1941, precision: 0.9843, predictive_accuracy: 0.984, prior_entropy: 0.9311, relative_absolute_error: 0.0941, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.2372, unweighted_recall: 0.9853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9048, kappa: 0.7915, kb_relative_information_score: 0.637, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9042, number_of_instances: 1941, precision: 0.9064, predictive_accuracy: 0.9042, prior_entropy: 0.9311, relative_absolute_error: 0.3887, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.5635, unweighted_recall: 0.9016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9861, kappa: 0.9694, kb_relative_information_score: 0.9512, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9861, number_of_instances: 1941, precision: 0.9862, predictive_accuracy: 0.9861, prior_entropy: 0.9311, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1034, root_relative_squared_error: 0.2173, unweighted_recall: 0.9862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.8878, kappa: 0.7524, kb_relative_information_score: 0.6907, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8877, number_of_instances: 1941, precision: 0.8879, predictive_accuracy: 0.8877, prior_entropy: 0.9311, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2838, root_relative_squared_error: 0.5963, unweighted_recall: 0.8767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.4531, weighted_recall: 0.984, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9311, relative_absolute_error: 0.0491, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.238, unweighted_recall: 0.9829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9866, kappa: 0.9706, kb_relative_information_score: 0.9547, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9866, number_of_instances: 1941, precision: 0.9868, predictive_accuracy: 0.9866, prior_entropy: 0.9311, relative_absolute_error: 0.0489, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1057, root_relative_squared_error: 0.2221, unweighted_recall: 0.9877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.8873, kappa: 0.7517, kb_relative_information_score: 0.5925, mean_absolute_error: 0.1955, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8872, number_of_instances: 1941, precision: 0.8876, predictive_accuracy: 0.8872, prior_entropy: 0.9311, relative_absolute_error: 0.4314, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.612, unweighted_recall: 0.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.8926, kappa: 0.7625, kb_relative_information_score: 0.6782, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8928, number_of_instances: 1941, precision: 0.8925, predictive_accuracy: 0.8928, prior_entropy: 0.9311, relative_absolute_error: 0.331, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.5943, unweighted_recall: 0.8796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9981, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0013, root_relative_squared_error: 0.0028, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.982, kappa: 0.9604, kb_relative_information_score: 0.9028, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.4531, weighted_recall: 0.982, number_of_instances: 1941, precision: 0.9822, predictive_accuracy: 0.982, prior_entropy: 0.9311, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1189, root_relative_squared_error: 0.2499, unweighted_recall: 0.9827,

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