Task
Supervised Classification on credit-g

Supervised Classification on credit-g

Task 31 Supervised Classification credit-g 415884 runs submitted
4 likes downloaded by 64 people , 119 total downloads 0 issues
Visibility: Public
  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 python study_1 study_107 study_123 study_130 study_14 study_15 study_20 study_218 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

415884 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: 0.7829, f_measure: 0.7456, kappa: 0.3744, kb_relative_information_score: 0.1974, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4202, weighted_recall: 0.759, number_of_instances: 1000, precision: 0.7457, predictive_accuracy: 0.759, prior_entropy: 0.8813, relative_absolute_error: 0.7886, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4063, root_relative_squared_error: 0.8865, unweighted_recall: 0.6717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.6619, kappa: 0.1729, kb_relative_information_score: 0.1352, mean_absolute_error: 0.3651, mean_prior_absolute_error: 0.4202, weighted_recall: 0.733, number_of_instances: 1000, precision: 0.7476, predictive_accuracy: 0.733, prior_entropy: 0.8813, relative_absolute_error: 0.869, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.9022, unweighted_recall: 0.5664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.7517, kappa: 0.3863, kb_relative_information_score: 0.1994, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.4202, weighted_recall: 0.769, number_of_instances: 1000, precision: 0.7571, predictive_accuracy: 0.769, prior_entropy: 0.8813, relative_absolute_error: 0.7937, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4029, root_relative_squared_error: 0.8792, unweighted_recall: 0.6731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7803, f_measure: 0.6112, kappa: 0.069, kb_relative_information_score: 0.1005, mean_absolute_error: 0.3795, mean_prior_absolute_error: 0.4202, weighted_recall: 0.714, number_of_instances: 1000, precision: 0.7642, predictive_accuracy: 0.714, prior_entropy: 0.8813, relative_absolute_error: 0.9031, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4236, root_relative_squared_error: 0.9243, unweighted_recall: 0.5252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7916, f_measure: 0.7485, kappa: 0.377, kb_relative_information_score: 0.1929, mean_absolute_error: 0.3368, mean_prior_absolute_error: 0.4202, weighted_recall: 0.769, number_of_instances: 1000, precision: 0.7579, predictive_accuracy: 0.769, prior_entropy: 0.8813, relative_absolute_error: 0.8016, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8817, unweighted_recall: 0.6664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7811, f_measure: 0.7414, kappa: 0.3618, kb_relative_information_score: 0.2004, mean_absolute_error: 0.3316, mean_prior_absolute_error: 0.4202, weighted_recall: 0.758, number_of_instances: 1000, precision: 0.7438, predictive_accuracy: 0.758, prior_entropy: 0.8813, relative_absolute_error: 0.7893, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8864, unweighted_recall: 0.6633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, f_measure: 0.741, kappa: 0.3571, kb_relative_information_score: 0.1826, mean_absolute_error: 0.3426, mean_prior_absolute_error: 0.4202, weighted_recall: 0.766, number_of_instances: 1000, precision: 0.756, predictive_accuracy: 0.766, prior_entropy: 0.8813, relative_absolute_error: 0.8153, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4043, root_relative_squared_error: 0.8822, unweighted_recall: 0.6548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7701, f_measure: 0.7372, kappa: 0.3579, kb_relative_information_score: 0.212, mean_absolute_error: 0.3216, mean_prior_absolute_error: 0.4202, weighted_recall: 0.747, number_of_instances: 1000, precision: 0.7345, predictive_accuracy: 0.747, prior_entropy: 0.8813, relative_absolute_error: 0.7653, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4151, root_relative_squared_error: 0.9059, unweighted_recall: 0.6679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.7141, kappa: 0.2911, kb_relative_information_score: 0.1574, mean_absolute_error: 0.3545, mean_prior_absolute_error: 0.4202, weighted_recall: 0.757, number_of_instances: 1000, precision: 0.759, predictive_accuracy: 0.757, prior_entropy: 0.8813, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.41, root_relative_squared_error: 0.8948, unweighted_recall: 0.6188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, f_measure: 0.6608, kappa: 0.1646, kb_relative_information_score: 0.1342, mean_absolute_error: 0.3635, mean_prior_absolute_error: 0.4202, weighted_recall: 0.724, number_of_instances: 1000, precision: 0.708, predictive_accuracy: 0.724, prior_entropy: 0.8813, relative_absolute_error: 0.8651, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4143, root_relative_squared_error: 0.9042, unweighted_recall: 0.5648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.782, f_measure: 0.6433, kappa: 0.133, kb_relative_information_score: 0.1173, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.4202, weighted_recall: 0.725, number_of_instances: 1000, precision: 0.7426, predictive_accuracy: 0.725, prior_entropy: 0.8813, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.418, root_relative_squared_error: 0.9122, unweighted_recall: 0.5502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7828, f_measure: 0.7391, kappa: 0.3542, kb_relative_information_score: 0.1879, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.4202, weighted_recall: 0.759, number_of_instances: 1000, precision: 0.745, predictive_accuracy: 0.759, prior_entropy: 0.8813, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4067, root_relative_squared_error: 0.8876, unweighted_recall: 0.6574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7925, f_measure: 0.753, kappa: 0.3896, kb_relative_information_score: 0.2042, mean_absolute_error: 0.3314, mean_prior_absolute_error: 0.4202, weighted_recall: 0.77, number_of_instances: 1000, precision: 0.7583, predictive_accuracy: 0.77, prior_entropy: 0.8813, relative_absolute_error: 0.7887, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4021, root_relative_squared_error: 0.8775, unweighted_recall: 0.6748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7908, f_measure: 0.7256, kappa: 0.3182, kb_relative_information_score: 0.1702, mean_absolute_error: 0.3481, mean_prior_absolute_error: 0.4202, weighted_recall: 0.757, number_of_instances: 1000, precision: 0.7468, predictive_accuracy: 0.757, prior_entropy: 0.8813, relative_absolute_error: 0.8286, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4069, root_relative_squared_error: 0.8879, unweighted_recall: 0.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7831, f_measure: 0.744, kappa: 0.367, kb_relative_information_score: 0.2042, mean_absolute_error: 0.3305, mean_prior_absolute_error: 0.4202, weighted_recall: 0.762, number_of_instances: 1000, precision: 0.7486, predictive_accuracy: 0.762, prior_entropy: 0.8813, relative_absolute_error: 0.7866, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.8844, unweighted_recall: 0.6643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, kb_relative_information_score: 0.0833, mean_absolute_error: 0.3868, mean_prior_absolute_error: 0.4202, weighted_recall: 0.7, number_of_instances: 1000, predictive_accuracy: 0.7, prior_entropy: 0.8813, relative_absolute_error: 0.9205, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.428, root_relative_squared_error: 0.9339, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7878, f_measure: 0.74, kappa: 0.357, kb_relative_information_score: 0.203, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4202, weighted_recall: 0.759, number_of_instances: 1000, precision: 0.7449, predictive_accuracy: 0.759, prior_entropy: 0.8813, relative_absolute_error: 0.7884, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4041, root_relative_squared_error: 0.8817, unweighted_recall: 0.6593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7821, f_measure: 0.7402, kappa: 0.36, kb_relative_information_score: 0.2137, mean_absolute_error: 0.325, mean_prior_absolute_error: 0.4202, weighted_recall: 0.755, number_of_instances: 1000, precision: 0.7407, predictive_accuracy: 0.755, prior_entropy: 0.8813, relative_absolute_error: 0.7734, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4059, root_relative_squared_error: 0.8857, unweighted_recall: 0.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7902, f_measure: 0.7508, kappa: 0.383, kb_relative_information_score: 0.201, mean_absolute_error: 0.3338, mean_prior_absolute_error: 0.4202, weighted_recall: 0.77, number_of_instances: 1000, precision: 0.7588, predictive_accuracy: 0.77, prior_entropy: 0.8813, relative_absolute_error: 0.7944, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8786, unweighted_recall: 0.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, f_measure: 0.744, kappa: 0.367, kb_relative_information_score: 0.2082, mean_absolute_error: 0.3294, mean_prior_absolute_error: 0.4202, weighted_recall: 0.762, number_of_instances: 1000, precision: 0.7486, predictive_accuracy: 0.762, prior_entropy: 0.8813, relative_absolute_error: 0.7841, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8764, unweighted_recall: 0.6643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7945, f_measure: 0.6673, kappa: 0.1874, kb_relative_information_score: 0.1324, mean_absolute_error: 0.3669, mean_prior_absolute_error: 0.4202, weighted_recall: 0.739, number_of_instances: 1000, precision: 0.7726, predictive_accuracy: 0.739, prior_entropy: 0.8813, relative_absolute_error: 0.8732, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.9045, unweighted_recall: 0.5717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7853, f_measure: 0.747, kappa: 0.3743, kb_relative_information_score: 0.1889, mean_absolute_error: 0.337, mean_prior_absolute_error: 0.4202, weighted_recall: 0.765, number_of_instances: 1000, precision: 0.7523, predictive_accuracy: 0.765, prior_entropy: 0.8813, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4059, root_relative_squared_error: 0.8857, unweighted_recall: 0.6674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7593, f_measure: 0.7187, kappa: 0.3195, kb_relative_information_score: 0.2083, mean_absolute_error: 0.3202, mean_prior_absolute_error: 0.4202, weighted_recall: 0.724, number_of_instances: 1000, precision: 0.7153, predictive_accuracy: 0.724, prior_entropy: 0.8813, relative_absolute_error: 0.762, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4246, root_relative_squared_error: 0.9265, unweighted_recall: 0.6543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7871, f_measure: 0.689, kappa: 0.2288, kb_relative_information_score: 0.1502, mean_absolute_error: 0.3567, mean_prior_absolute_error: 0.4202, weighted_recall: 0.735, number_of_instances: 1000, precision: 0.719, predictive_accuracy: 0.735, prior_entropy: 0.8813, relative_absolute_error: 0.849, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.411, root_relative_squared_error: 0.8968, unweighted_recall: 0.5936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.741, kappa: 0.3619, kb_relative_information_score: 0.2054, mean_absolute_error: 0.3299, mean_prior_absolute_error: 0.4202, weighted_recall: 0.756, number_of_instances: 1000, precision: 0.7418, predictive_accuracy: 0.756, prior_entropy: 0.8813, relative_absolute_error: 0.7853, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4046, root_relative_squared_error: 0.883, unweighted_recall: 0.6648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7852, f_measure: 0.7491, kappa: 0.379, kb_relative_information_score: 0.1912, mean_absolute_error: 0.338, mean_prior_absolute_error: 0.4202, weighted_recall: 0.768, number_of_instances: 1000, precision: 0.7562, predictive_accuracy: 0.768, prior_entropy: 0.8813, relative_absolute_error: 0.8044, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4047, root_relative_squared_error: 0.8831, unweighted_recall: 0.6686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7944, f_measure: 0.7313, kappa: 0.3324, kb_relative_information_score: 0.1797, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.4202, weighted_recall: 0.761, number_of_instances: 1000, precision: 0.7518, predictive_accuracy: 0.761, prior_entropy: 0.8813, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4048, root_relative_squared_error: 0.8833, unweighted_recall: 0.6417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7888, kb_relative_information_score: 0.0443, mean_absolute_error: 0.4034, mean_prior_absolute_error: 0.4202, weighted_recall: 0.7, number_of_instances: 1000, predictive_accuracy: 0.7, prior_entropy: 0.8813, relative_absolute_error: 0.96, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4412, root_relative_squared_error: 0.9628, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7621, f_measure: 0.7294, kappa: 0.3418, kb_relative_information_score: 0.2072, mean_absolute_error: 0.322, mean_prior_absolute_error: 0.4202, weighted_recall: 0.737, number_of_instances: 1000, precision: 0.726, predictive_accuracy: 0.737, prior_entropy: 0.8813, relative_absolute_error: 0.7665, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.9183, unweighted_recall: 0.6626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.699, kappa: 0.256, kb_relative_information_score: 0.1496, mean_absolute_error: 0.3587, mean_prior_absolute_error: 0.4202, weighted_recall: 0.75, number_of_instances: 1000, precision: 0.7564, predictive_accuracy: 0.75, prior_entropy: 0.8813, relative_absolute_error: 0.8537, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.8949, unweighted_recall: 0.6024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7875, f_measure: 0.7435, kappa: 0.3664, kb_relative_information_score: 0.1967, mean_absolute_error: 0.3341, mean_prior_absolute_error: 0.4202, weighted_recall: 0.761, number_of_instances: 1000, precision: 0.7473, predictive_accuracy: 0.761, prior_entropy: 0.8813, relative_absolute_error: 0.7951, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4047, root_relative_squared_error: 0.8832, unweighted_recall: 0.6645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.7196, kappa: 0.3034, kb_relative_information_score: 0.174, mean_absolute_error: 0.3468, mean_prior_absolute_error: 0.4202, weighted_recall: 0.752, number_of_instances: 1000, precision: 0.7397, predictive_accuracy: 0.752, prior_entropy: 0.8813, relative_absolute_error: 0.8254, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4054, root_relative_squared_error: 0.8847, unweighted_recall: 0.6286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, f_measure: 0.7368, kappa: 0.3481, kb_relative_information_score: 0.1967, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.4202, weighted_recall: 0.758, number_of_instances: 1000, precision: 0.7439, predictive_accuracy: 0.758, prior_entropy: 0.8813, relative_absolute_error: 0.7969, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.8812, unweighted_recall: 0.6538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7899, f_measure: 0.7465, kappa: 0.3723, kb_relative_information_score: 0.2061, mean_absolute_error: 0.3314, mean_prior_absolute_error: 0.4202, weighted_recall: 0.766, number_of_instances: 1000, precision: 0.7538, predictive_accuracy: 0.766, prior_entropy: 0.8813, relative_absolute_error: 0.7887, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.879, unweighted_recall: 0.6652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7884, f_measure: 0.5987, kappa: 0.044, kb_relative_information_score: 0.101, mean_absolute_error: 0.3792, mean_prior_absolute_error: 0.4202, weighted_recall: 0.709, number_of_instances: 1000, precision: 0.7675, predictive_accuracy: 0.709, prior_entropy: 0.8813, relative_absolute_error: 0.9026, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4223, root_relative_squared_error: 0.9216, unweighted_recall: 0.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.7458, kappa: 0.3696, kb_relative_information_score: 0.2034, mean_absolute_error: 0.3337, mean_prior_absolute_error: 0.4202, weighted_recall: 0.768, number_of_instances: 1000, precision: 0.7573, predictive_accuracy: 0.768, prior_entropy: 0.8813, relative_absolute_error: 0.7941, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4021, root_relative_squared_error: 0.8774, unweighted_recall: 0.6619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7645, f_measure: 0.7387, kappa: 0.3596, kb_relative_information_score: 0.196, mean_absolute_error: 0.3282, mean_prior_absolute_error: 0.4202, weighted_recall: 0.75, number_of_instances: 1000, precision: 0.7367, predictive_accuracy: 0.75, prior_entropy: 0.8813, relative_absolute_error: 0.7812, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4157, root_relative_squared_error: 0.9071, unweighted_recall: 0.6671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.679, kappa: 0.2115, kb_relative_information_score: 0.135, mean_absolute_error: 0.3652, mean_prior_absolute_error: 0.4202, weighted_recall: 0.742, number_of_instances: 1000, precision: 0.7586, predictive_accuracy: 0.742, prior_entropy: 0.8813, relative_absolute_error: 0.8691, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4134, root_relative_squared_error: 0.9022, unweighted_recall: 0.5824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7909, f_measure: 0.7442, kappa: 0.3662, kb_relative_information_score: 0.1904, mean_absolute_error: 0.3377, mean_prior_absolute_error: 0.4202, weighted_recall: 0.765, number_of_instances: 1000, precision: 0.7528, predictive_accuracy: 0.765, prior_entropy: 0.8813, relative_absolute_error: 0.8037, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.882, unweighted_recall: 0.6617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.749, kappa: 0.3822, kb_relative_information_score: 0.208, mean_absolute_error: 0.3278, mean_prior_absolute_error: 0.4202, weighted_recall: 0.763, number_of_instances: 1000, precision: 0.7501, predictive_accuracy: 0.763, prior_entropy: 0.8813, relative_absolute_error: 0.7802, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4054, root_relative_squared_error: 0.8847, unweighted_recall: 0.6745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.6199, kappa: 0.0851, kb_relative_information_score: 0.1167, mean_absolute_error: 0.3727, mean_prior_absolute_error: 0.4202, weighted_recall: 0.716, number_of_instances: 1000, precision: 0.7418, predictive_accuracy: 0.716, prior_entropy: 0.8813, relative_absolute_error: 0.887, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4181, root_relative_squared_error: 0.9123, unweighted_recall: 0.5314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7773, f_measure: 0.737, kappa: 0.3497, kb_relative_information_score: 0.178, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4202, weighted_recall: 0.756, number_of_instances: 1000, precision: 0.7412, predictive_accuracy: 0.756, prior_entropy: 0.8813, relative_absolute_error: 0.8091, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4093, root_relative_squared_error: 0.8932, unweighted_recall: 0.6562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.6439, kappa: 0.1332, kb_relative_information_score: 0.1233, mean_absolute_error: 0.3686, mean_prior_absolute_error: 0.4202, weighted_recall: 0.724, number_of_instances: 1000, precision: 0.7338, predictive_accuracy: 0.724, prior_entropy: 0.8813, relative_absolute_error: 0.8773, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4168, root_relative_squared_error: 0.9095, unweighted_recall: 0.5505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7918, f_measure: 0.6953, kappa: 0.2447, kb_relative_information_score: 0.1508, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4202, weighted_recall: 0.742, number_of_instances: 1000, precision: 0.7332, predictive_accuracy: 0.742, prior_entropy: 0.8813, relative_absolute_error: 0.85, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.8954, unweighted_recall: 0.5995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7938, f_measure: 0.7316, kappa: 0.3337, kb_relative_information_score: 0.1843, mean_absolute_error: 0.3413, mean_prior_absolute_error: 0.4202, weighted_recall: 0.758, number_of_instances: 1000, precision: 0.7454, predictive_accuracy: 0.758, prior_entropy: 0.8813, relative_absolute_error: 0.8122, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8815, unweighted_recall: 0.6443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7968, f_measure: 0.7304, kappa: 0.3315, kb_relative_information_score: 0.1985, mean_absolute_error: 0.3358, mean_prior_absolute_error: 0.4202, weighted_recall: 0.754, number_of_instances: 1000, precision: 0.7391, predictive_accuracy: 0.754, prior_entropy: 0.8813, relative_absolute_error: 0.7993, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4021, root_relative_squared_error: 0.8775, unweighted_recall: 0.6452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7567, f_measure: 0.7231, kappa: 0.3277, kb_relative_information_score: 0.2081, mean_absolute_error: 0.3212, mean_prior_absolute_error: 0.4202, weighted_recall: 0.73, number_of_instances: 1000, precision: 0.7195, predictive_accuracy: 0.73, prior_entropy: 0.8813, relative_absolute_error: 0.7646, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4254, root_relative_squared_error: 0.9283, unweighted_recall: 0.6567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.744, kappa: 0.3684, kb_relative_information_score: 0.198, mean_absolute_error: 0.3319, mean_prior_absolute_error: 0.4202, weighted_recall: 0.76, number_of_instances: 1000, precision: 0.7463, predictive_accuracy: 0.76, prior_entropy: 0.8813, relative_absolute_error: 0.79, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4063, root_relative_squared_error: 0.8867, unweighted_recall: 0.6667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7932, f_measure: 0.7372, kappa: 0.3473, kb_relative_information_score: 0.1811, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.4202, weighted_recall: 0.764, number_of_instances: 1000, precision: 0.7543, predictive_accuracy: 0.764, prior_entropy: 0.8813, relative_absolute_error: 0.8168, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8815, unweighted_recall: 0.6495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.7023, kappa: 0.263, kb_relative_information_score: 0.1485, mean_absolute_error: 0.3581, mean_prior_absolute_error: 0.4202, weighted_recall: 0.75, number_of_instances: 1000, precision: 0.7511, predictive_accuracy: 0.75, prior_entropy: 0.8813, relative_absolute_error: 0.8523, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4105, root_relative_squared_error: 0.8958, unweighted_recall: 0.6062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.7449, kappa: 0.3704, kb_relative_information_score: 0.1979, mean_absolute_error: 0.3336, mean_prior_absolute_error: 0.4202, weighted_recall: 0.761, number_of_instances: 1000, precision: 0.7474, predictive_accuracy: 0.761, prior_entropy: 0.8813, relative_absolute_error: 0.7941, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.405, root_relative_squared_error: 0.8838, unweighted_recall: 0.6674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7908, kb_relative_information_score: 0.0445, mean_absolute_error: 0.4033, mean_prior_absolute_error: 0.4202, weighted_recall: 0.7, number_of_instances: 1000, predictive_accuracy: 0.7, prior_entropy: 0.8813, relative_absolute_error: 0.9599, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4415, root_relative_squared_error: 0.9635, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7668, f_measure: 0.7228, kappa: 0.3143, kb_relative_information_score: 0.165, mean_absolute_error: 0.3445, mean_prior_absolute_error: 0.4202, weighted_recall: 0.743, number_of_instances: 1000, precision: 0.7252, predictive_accuracy: 0.743, prior_entropy: 0.8813, relative_absolute_error: 0.8199, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4134, root_relative_squared_error: 0.9022, unweighted_recall: 0.6402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, f_measure: 0.6827, kappa: 0.2193, kb_relative_information_score: 0.1288, mean_absolute_error: 0.3672, mean_prior_absolute_error: 0.4202, weighted_recall: 0.743, number_of_instances: 1000, precision: 0.7556, predictive_accuracy: 0.743, prior_entropy: 0.8813, relative_absolute_error: 0.874, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4154, root_relative_squared_error: 0.9065, unweighted_recall: 0.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7867, f_measure: 0.6987, kappa: 0.2569, kb_relative_information_score: 0.1522, mean_absolute_error: 0.3574, mean_prior_absolute_error: 0.4202, weighted_recall: 0.753, number_of_instances: 1000, precision: 0.7707, predictive_accuracy: 0.753, prior_entropy: 0.8813, relative_absolute_error: 0.8507, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.411, root_relative_squared_error: 0.8969, unweighted_recall: 0.6017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.778, f_measure: 0.7341, kappa: 0.348, kb_relative_information_score: 0.2109, mean_absolute_error: 0.3245, mean_prior_absolute_error: 0.4202, weighted_recall: 0.746, number_of_instances: 1000, precision: 0.732, predictive_accuracy: 0.746, prior_entropy: 0.8813, relative_absolute_error: 0.7722, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.409, root_relative_squared_error: 0.8925, unweighted_recall: 0.6614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, f_measure: 0.7337, kappa: 0.3475, kb_relative_information_score: 0.2102, mean_absolute_error: 0.3236, mean_prior_absolute_error: 0.4202, weighted_recall: 0.745, number_of_instances: 1000, precision: 0.7312, predictive_accuracy: 0.745, prior_entropy: 0.8813, relative_absolute_error: 0.7703, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.411, root_relative_squared_error: 0.8969, unweighted_recall: 0.6617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7824, f_measure: 0.741, kappa: 0.3597, kb_relative_information_score: 0.2021, mean_absolute_error: 0.3319, mean_prior_absolute_error: 0.4202, weighted_recall: 0.759, number_of_instances: 1000, precision: 0.7449, predictive_accuracy: 0.759, prior_entropy: 0.8813, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.8843, unweighted_recall: 0.6612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.779, f_measure: 0.7367, kappa: 0.353, kb_relative_information_score: 0.2106, mean_absolute_error: 0.3255, mean_prior_absolute_error: 0.4202, weighted_recall: 0.75, number_of_instances: 1000, precision: 0.7356, predictive_accuracy: 0.75, prior_entropy: 0.8813, relative_absolute_error: 0.7746, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4086, root_relative_squared_error: 0.8917, unweighted_recall: 0.6624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7887, f_measure: 0.716, kappa: 0.2947, kb_relative_information_score: 0.1631, mean_absolute_error: 0.3518, mean_prior_absolute_error: 0.4202, weighted_recall: 0.754, number_of_instances: 1000, precision: 0.7474, predictive_accuracy: 0.754, prior_entropy: 0.8813, relative_absolute_error: 0.8372, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4081, root_relative_squared_error: 0.8906, unweighted_recall: 0.6224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.7504, kappa: 0.383, kb_relative_information_score: 0.2085, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.4202, weighted_recall: 0.768, number_of_instances: 1000, precision: 0.7559, predictive_accuracy: 0.768, prior_entropy: 0.8813, relative_absolute_error: 0.7855, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4021, root_relative_squared_error: 0.8775, unweighted_recall: 0.6714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.6466, kappa: 0.1434, kb_relative_information_score: 0.1239, mean_absolute_error: 0.37, mean_prior_absolute_error: 0.4202, weighted_recall: 0.73, number_of_instances: 1000, precision: 0.7749, predictive_accuracy: 0.73, prior_entropy: 0.8813, relative_absolute_error: 0.8807, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4164, root_relative_squared_error: 0.9086, unweighted_recall: 0.5538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.7346, kappa: 0.3446, kb_relative_information_score: 0.2149, mean_absolute_error: 0.3253, mean_prior_absolute_error: 0.4202, weighted_recall: 0.752, number_of_instances: 1000, precision: 0.7366, predictive_accuracy: 0.752, prior_entropy: 0.8813, relative_absolute_error: 0.7741, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.405, root_relative_squared_error: 0.8838, unweighted_recall: 0.6552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7911, f_measure: 0.7272, kappa: 0.3223, kb_relative_information_score: 0.1709, mean_absolute_error: 0.3483, mean_prior_absolute_error: 0.4202, weighted_recall: 0.759, number_of_instances: 1000, precision: 0.7503, predictive_accuracy: 0.759, prior_entropy: 0.8813, relative_absolute_error: 0.8291, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4065, root_relative_squared_error: 0.887, unweighted_recall: 0.6364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7862, f_measure: 0.7465, kappa: 0.3723, kb_relative_information_score: 0.2033, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4202, weighted_recall: 0.766, number_of_instances: 1000, precision: 0.7538, predictive_accuracy: 0.766, prior_entropy: 0.8813, relative_absolute_error: 0.7884, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4044, root_relative_squared_error: 0.8824, unweighted_recall: 0.6652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7807, f_measure: 0.7406, kappa: 0.3606, kb_relative_information_score: 0.2092, mean_absolute_error: 0.3268, mean_prior_absolute_error: 0.4202, weighted_recall: 0.756, number_of_instances: 1000, precision: 0.7417, predictive_accuracy: 0.756, prior_entropy: 0.8813, relative_absolute_error: 0.7777, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8872, unweighted_recall: 0.6638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.781, f_measure: 0.7487, kappa: 0.3796, kb_relative_information_score: 0.2023, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4202, weighted_recall: 0.765, number_of_instances: 1000, precision: 0.7522, predictive_accuracy: 0.765, prior_entropy: 0.8813, relative_absolute_error: 0.7848, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4072, root_relative_squared_error: 0.8886, unweighted_recall: 0.6712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7933, f_measure: 0.7319, kappa: 0.3343, kb_relative_information_score: 0.1805, mean_absolute_error: 0.3437, mean_prior_absolute_error: 0.4202, weighted_recall: 0.759, number_of_instances: 1000, precision: 0.7472, predictive_accuracy: 0.759, prior_entropy: 0.8813, relative_absolute_error: 0.8181, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4049, root_relative_squared_error: 0.8836, unweighted_recall: 0.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, f_measure: 0.7477, kappa: 0.375, kb_relative_information_score: 0.2008, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.4202, weighted_recall: 0.768, number_of_instances: 1000, precision: 0.7566, predictive_accuracy: 0.768, prior_entropy: 0.8813, relative_absolute_error: 0.7917, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4049, root_relative_squared_error: 0.8836, unweighted_recall: 0.6657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.779, f_measure: 0.7367, kappa: 0.353, kb_relative_information_score: 0.2106, mean_absolute_error: 0.3255, mean_prior_absolute_error: 0.4202, weighted_recall: 0.75, number_of_instances: 1000, precision: 0.7356, predictive_accuracy: 0.75, prior_entropy: 0.8813, relative_absolute_error: 0.7746, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4086, root_relative_squared_error: 0.8917, unweighted_recall: 0.6624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7882, f_measure: 0.7457, kappa: 0.371, kb_relative_information_score: 0.1979, mean_absolute_error: 0.3343, mean_prior_absolute_error: 0.4202, weighted_recall: 0.764, number_of_instances: 1000, precision: 0.7511, predictive_accuracy: 0.764, prior_entropy: 0.8813, relative_absolute_error: 0.7956, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4039, root_relative_squared_error: 0.8815, unweighted_recall: 0.6657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.7465, kappa: 0.3737, kb_relative_information_score: 0.2061, mean_absolute_error: 0.331, mean_prior_absolute_error: 0.4202, weighted_recall: 0.764, number_of_instances: 1000, precision: 0.751, predictive_accuracy: 0.764, prior_entropy: 0.8813, relative_absolute_error: 0.7878, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4024, root_relative_squared_error: 0.8782, unweighted_recall: 0.6676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, f_measure: 0.7474, kappa: 0.3776, kb_relative_information_score: 0.1989, mean_absolute_error: 0.3318, mean_prior_absolute_error: 0.4202, weighted_recall: 0.762, number_of_instances: 1000, precision: 0.7488, predictive_accuracy: 0.762, prior_entropy: 0.8813, relative_absolute_error: 0.7896, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4047, root_relative_squared_error: 0.8832, unweighted_recall: 0.6719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.7444, kappa: 0.3704, kb_relative_information_score: 0.1945, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.4202, weighted_recall: 0.759, number_of_instances: 1000, precision: 0.7453, predictive_accuracy: 0.759, prior_entropy: 0.8813, relative_absolute_error: 0.7933, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4056, root_relative_squared_error: 0.8851, unweighted_recall: 0.6688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7918, f_measure: 0.7407, kappa: 0.3565, kb_relative_information_score: 0.1868, mean_absolute_error: 0.3403, mean_prior_absolute_error: 0.4202, weighted_recall: 0.765, number_of_instances: 1000, precision: 0.7543, predictive_accuracy: 0.765, prior_entropy: 0.8813, relative_absolute_error: 0.8099, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.8811, unweighted_recall: 0.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7772, f_measure: 0.7418, kappa: 0.3646, kb_relative_information_score: 0.209, mean_absolute_error: 0.3257, mean_prior_absolute_error: 0.4202, weighted_recall: 0.756, number_of_instances: 1000, precision: 0.742, predictive_accuracy: 0.756, prior_entropy: 0.8813, relative_absolute_error: 0.7752, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4085, root_relative_squared_error: 0.8915, unweighted_recall: 0.6667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.7447, kappa: 0.3676, kb_relative_information_score: 0.2009, mean_absolute_error: 0.3337, mean_prior_absolute_error: 0.4202, weighted_recall: 0.765, number_of_instances: 1000, precision: 0.7527, predictive_accuracy: 0.765, prior_entropy: 0.8813, relative_absolute_error: 0.7942, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8787, unweighted_recall: 0.6626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, kb_relative_information_score: 0.0833, mean_absolute_error: 0.3868, mean_prior_absolute_error: 0.4202, weighted_recall: 0.7, number_of_instances: 1000, predictive_accuracy: 0.7, prior_entropy: 0.8813, relative_absolute_error: 0.9205, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.428, root_relative_squared_error: 0.9339, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7798, f_measure: 0.7457, kappa: 0.373, kb_relative_information_score: 0.1999, mean_absolute_error: 0.3307, mean_prior_absolute_error: 0.4202, weighted_recall: 0.761, number_of_instances: 1000, precision: 0.7475, predictive_accuracy: 0.761, prior_entropy: 0.8813, relative_absolute_error: 0.787, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.408, root_relative_squared_error: 0.8904, unweighted_recall: 0.6693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7789, f_measure: 0.741, kappa: 0.3612, kb_relative_information_score: 0.1999, mean_absolute_error: 0.331, mean_prior_absolute_error: 0.4202, weighted_recall: 0.757, number_of_instances: 1000, precision: 0.7427, predictive_accuracy: 0.757, prior_entropy: 0.8813, relative_absolute_error: 0.7877, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4071, root_relative_squared_error: 0.8883, unweighted_recall: 0.6636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.7551, kappa: 0.3943, kb_relative_information_score: 0.1939, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.4202, weighted_recall: 0.773, number_of_instances: 1000, precision: 0.7622, predictive_accuracy: 0.773, prior_entropy: 0.8813, relative_absolute_error: 0.7996, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4039, root_relative_squared_error: 0.8813, unweighted_recall: 0.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7849, f_measure: 0.741, kappa: 0.3597, kb_relative_information_score: 0.2067, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4202, weighted_recall: 0.759, number_of_instances: 1000, precision: 0.7449, predictive_accuracy: 0.759, prior_entropy: 0.8813, relative_absolute_error: 0.7846, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4049, root_relative_squared_error: 0.8835, unweighted_recall: 0.6612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7852, f_measure: 0.7419, kappa: 0.3639, kb_relative_information_score: 0.2105, mean_absolute_error: 0.3268, mean_prior_absolute_error: 0.4202, weighted_recall: 0.757, number_of_instances: 1000, precision: 0.7429, predictive_accuracy: 0.757, prior_entropy: 0.8813, relative_absolute_error: 0.7779, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4048, root_relative_squared_error: 0.8833, unweighted_recall: 0.6655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7915, f_measure: 0.7338, kappa: 0.3389, kb_relative_information_score: 0.1818, mean_absolute_error: 0.3426, mean_prior_absolute_error: 0.4202, weighted_recall: 0.762, number_of_instances: 1000, precision: 0.7522, predictive_accuracy: 0.762, prior_entropy: 0.8813, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.8839, unweighted_recall: 0.6452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7659, f_measure: 0.7263, kappa: 0.3358, kb_relative_information_score: 0.2156, mean_absolute_error: 0.3193, mean_prior_absolute_error: 0.4202, weighted_recall: 0.733, number_of_instances: 1000, precision: 0.7228, predictive_accuracy: 0.733, prior_entropy: 0.8813, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4187, root_relative_squared_error: 0.9136, unweighted_recall: 0.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7869, f_measure: 0.7348, kappa: 0.3424, kb_relative_information_score: 0.1892, mean_absolute_error: 0.3388, mean_prior_absolute_error: 0.4202, weighted_recall: 0.758, number_of_instances: 1000, precision: 0.7443, predictive_accuracy: 0.758, prior_entropy: 0.8813, relative_absolute_error: 0.8063, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.8839, unweighted_recall: 0.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7932, f_measure: 0.7372, kappa: 0.3473, kb_relative_information_score: 0.1811, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.4202, weighted_recall: 0.764, number_of_instances: 1000, precision: 0.7543, predictive_accuracy: 0.764, prior_entropy: 0.8813, relative_absolute_error: 0.8168, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8815, unweighted_recall: 0.6495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, f_measure: 0.7296, kappa: 0.3308, kb_relative_information_score: 0.1625, mean_absolute_error: 0.3471, mean_prior_absolute_error: 0.4202, weighted_recall: 0.75, number_of_instances: 1000, precision: 0.7338, predictive_accuracy: 0.75, prior_entropy: 0.8813, relative_absolute_error: 0.8261, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8982, unweighted_recall: 0.6471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7915, f_measure: 0.7521, kappa: 0.3882, kb_relative_information_score: 0.2027, mean_absolute_error: 0.3317, mean_prior_absolute_error: 0.4202, weighted_recall: 0.768, number_of_instances: 1000, precision: 0.7558, predictive_accuracy: 0.768, prior_entropy: 0.8813, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8785, unweighted_recall: 0.6752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.787, f_measure: 0.7461, kappa: 0.3723, kb_relative_information_score: 0.2012, mean_absolute_error: 0.3312, mean_prior_absolute_error: 0.4202, weighted_recall: 0.764, number_of_instances: 1000, precision: 0.751, predictive_accuracy: 0.764, prior_entropy: 0.8813, relative_absolute_error: 0.7884, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4046, root_relative_squared_error: 0.8829, unweighted_recall: 0.6667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.7424, kappa: 0.3606, kb_relative_information_score: 0.1949, mean_absolute_error: 0.3371, mean_prior_absolute_error: 0.4202, weighted_recall: 0.767, number_of_instances: 1000, precision: 0.7572, predictive_accuracy: 0.767, prior_entropy: 0.8813, relative_absolute_error: 0.8023, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8799, unweighted_recall: 0.6564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.7201, kappa: 0.3075, kb_relative_information_score: 0.1605, mean_absolute_error: 0.3461, mean_prior_absolute_error: 0.4202, weighted_recall: 0.741, number_of_instances: 1000, precision: 0.7226, predictive_accuracy: 0.741, prior_entropy: 0.8813, relative_absolute_error: 0.8238, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4146, root_relative_squared_error: 0.9048, unweighted_recall: 0.6369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.7364, kappa: 0.3453, kb_relative_information_score: 0.174, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4202, weighted_recall: 0.763, number_of_instances: 1000, precision: 0.7527, predictive_accuracy: 0.763, prior_entropy: 0.8813, relative_absolute_error: 0.8243, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4059, root_relative_squared_error: 0.8858, unweighted_recall: 0.6488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, f_measure: 0.7517, kappa: 0.3875, kb_relative_information_score: 0.1972, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.4202, weighted_recall: 0.767, number_of_instances: 1000, precision: 0.7546, predictive_accuracy: 0.767, prior_entropy: 0.8813, relative_absolute_error: 0.7917, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4056, root_relative_squared_error: 0.8852, unweighted_recall: 0.6755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7894, f_measure: 0.7512, kappa: 0.3868, kb_relative_information_score: 0.2148, mean_absolute_error: 0.3264, mean_prior_absolute_error: 0.4202, weighted_recall: 0.766, number_of_instances: 1000, precision: 0.7534, predictive_accuracy: 0.766, prior_entropy: 0.8813, relative_absolute_error: 0.7768, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8786, unweighted_recall: 0.6757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7974, f_measure: 0.7299, kappa: 0.329, kb_relative_information_score: 0.1728, mean_absolute_error: 0.3492, mean_prior_absolute_error: 0.4202, weighted_recall: 0.763, number_of_instances: 1000, precision: 0.758, predictive_accuracy: 0.763, prior_entropy: 0.8813, relative_absolute_error: 0.8312, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4058, root_relative_squared_error: 0.8854, unweighted_recall: 0.6383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7826, f_measure: 0.7427, kappa: 0.3665, kb_relative_information_score: 0.2022, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.4202, weighted_recall: 0.757, number_of_instances: 1000, precision: 0.7431, predictive_accuracy: 0.757, prior_entropy: 0.8813, relative_absolute_error: 0.7856, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4067, root_relative_squared_error: 0.8874, unweighted_recall: 0.6674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.794, f_measure: 0.7534, kappa: 0.3897, kb_relative_information_score: 0.1926, mean_absolute_error: 0.3376, mean_prior_absolute_error: 0.4202, weighted_recall: 0.772, number_of_instances: 1000, precision: 0.7611, predictive_accuracy: 0.772, prior_entropy: 0.8813, relative_absolute_error: 0.8034, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8788, unweighted_recall: 0.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.789, f_measure: 0.7495, kappa: 0.3822, kb_relative_information_score: 0.2096, mean_absolute_error: 0.3278, mean_prior_absolute_error: 0.4202, weighted_recall: 0.765, number_of_instances: 1000, precision: 0.7522, predictive_accuracy: 0.765, prior_entropy: 0.8813, relative_absolute_error: 0.7802, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4034, root_relative_squared_error: 0.8803, unweighted_recall: 0.6731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7847, f_measure: 0.738, kappa: 0.3524, kb_relative_information_score: 0.2041, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.4202, weighted_recall: 0.756, number_of_instances: 1000, precision: 0.7413, predictive_accuracy: 0.756, prior_entropy: 0.8813, relative_absolute_error: 0.7857, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8852, unweighted_recall: 0.6581,

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