Task
Supervised Classification on kc2

Supervised Classification on kc2

Task 3913 Supervised Classification kc2 173420 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

173420 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: 0.7253, f_measure: 0.8494, kappa: 0.5404, kb_relative_information_score: 0.2884, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8487, number_of_instances: 522, precision: 0.8503, predictive_accuracy: 0.8487, prior_entropy: 0.7318, relative_absolute_error: 0.7046, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.8456, unweighted_recall: 0.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7253, f_measure: 0.8494, kappa: 0.5404, kb_relative_information_score: 0.2884, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8487, number_of_instances: 522, precision: 0.8503, predictive_accuracy: 0.8487, prior_entropy: 0.7318, relative_absolute_error: 0.7046, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.8456, unweighted_recall: 0.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7095, f_measure: 0.6269, kappa: 0.25, kb_relative_information_score: -0.3789, mean_absolute_error: 0.3798, mean_prior_absolute_error: 0.3266, weighted_recall: 0.592, number_of_instances: 522, precision: 0.8255, predictive_accuracy: 0.592, prior_entropy: 0.7318, relative_absolute_error: 1.1629, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4586, root_relative_squared_error: 1.1359, unweighted_recall: 0.7087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, kb_relative_information_score: 0.0849, mean_absolute_error: 0.3009, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.9213, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.9335, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, kb_relative_information_score: -0.0118, mean_absolute_error: 0.3267, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4038, root_relative_squared_error: 1.0002, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6649, f_measure: 0.8102, kappa: 0.3815, kb_relative_information_score: 0.3779, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8078, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.5338, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4175, root_relative_squared_error: 1.0343, unweighted_recall: 0.6649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7532, f_measure: 0.8146, kappa: 0.4703, kb_relative_information_score: 0.21, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.8336, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7328, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3555, root_relative_squared_error: 0.8805, unweighted_recall: 0.7661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6252, f_measure: 0.7876, kappa: 0.3328, kb_relative_information_score: 0.2111, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.7834, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4475, root_relative_squared_error: 1.1085, unweighted_recall: 0.6583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7789, f_measure: 0.8163, kappa: 0.4046, kb_relative_information_score: 0.2674, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8136, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6335, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3711, root_relative_squared_error: 0.9192, unweighted_recall: 0.6778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6211, f_measure: 0.79, kappa: 0.3579, kb_relative_information_score: 0.2112, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7893, number_of_instances: 522, precision: 0.7907, predictive_accuracy: 0.7893, prior_entropy: 0.7318, relative_absolute_error: 0.6902, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4612, root_relative_squared_error: 1.1424, unweighted_recall: 0.6802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.832, f_measure: 0.8213, kappa: 0.4126, kb_relative_information_score: 0.4239, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8241, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.495, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4002, root_relative_squared_error: 0.9912, unweighted_recall: 0.6734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.603, f_measure: 0.7885, kappa: 0.3434, kb_relative_information_score: 0.2172, mean_absolute_error: 0.2239, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7912, number_of_instances: 522, precision: 0.7862, predictive_accuracy: 0.7912, prior_entropy: 0.7318, relative_absolute_error: 0.6855, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4592, root_relative_squared_error: 1.1375, unweighted_recall: 0.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8263, f_measure: 0.822, kappa: 0.4224, kb_relative_information_score: 0.2679, mean_absolute_error: 0.2206, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8203, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6754, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3358, root_relative_squared_error: 0.8317, unweighted_recall: 0.6848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.671, f_measure: 0.8181, kappa: 0.4035, kb_relative_information_score: 0.4121, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8191, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.5045, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0055, unweighted_recall: 0.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.5966, kappa: 0.0029, kb_relative_information_score: -0.585, mean_absolute_error: 0.444, mean_prior_absolute_error: 0.3266, weighted_recall: 0.5556, number_of_instances: 522, precision: 0.6753, predictive_accuracy: 0.5556, prior_entropy: 0.7318, relative_absolute_error: 1.3594, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.666, root_relative_squared_error: 1.6499, unweighted_recall: 0.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6746, f_measure: 0.8229, kappa: 0.4171, kb_relative_information_score: 0.4326, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8267, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3988, root_relative_squared_error: 0.9878, unweighted_recall: 0.6746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6022, f_measure: 0.7816, kappa: 0.3299, kb_relative_information_score: 0.1831, mean_absolute_error: 0.2334, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7816, number_of_instances: 522, precision: 0.7816, predictive_accuracy: 0.7816, prior_entropy: 0.7318, relative_absolute_error: 0.7146, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4695, root_relative_squared_error: 1.163, unweighted_recall: 0.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.8142, kappa: 0.4057, kb_relative_information_score: 0.302, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8101, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.6206, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3591, root_relative_squared_error: 0.8896, unweighted_recall: 0.6845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.8102, kappa: 0.3815, kb_relative_information_score: 0.2723, mean_absolute_error: 0.2195, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8078, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.6721, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.8661, unweighted_recall: 0.6649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8304, kappa: 0.4534, kb_relative_information_score: 0.3012, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8283, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.6317, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8603, unweighted_recall: 0.7023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.7462, kappa: 0.1709, kb_relative_information_score: 0.0307, mean_absolute_error: 0.2758, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7682, number_of_instances: 522, precision: 0.7345, predictive_accuracy: 0.7682, prior_entropy: 0.7318, relative_absolute_error: 0.8444, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.9595, unweighted_recall: 0.5733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8157, f_measure: 0.7904, kappa: 0.319, kb_relative_information_score: 0.2481, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7849, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.694, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3471, root_relative_squared_error: 0.8598, unweighted_recall: 0.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.8204, kappa: 0.418, kb_relative_information_score: 0.27, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8182, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6784, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3516, root_relative_squared_error: 0.871, unweighted_recall: 0.6836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7587, f_measure: 0.8387, kappa: 0.4934, kb_relative_information_score: 0.3351, mean_absolute_error: 0.1988, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8361, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.6088, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3645, root_relative_squared_error: 0.9029, unweighted_recall: 0.7347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.8115, kappa: 0.3917, kb_relative_information_score: 0.2623, mean_absolute_error: 0.2149, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8077, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.6579, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.8716, unweighted_recall: 0.6741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7412, f_measure: 0.7462, kappa: 0.1677, kb_relative_information_score: 0.0229, mean_absolute_error: 0.2753, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7701, number_of_instances: 522, precision: 0.7343, predictive_accuracy: 0.7701, prior_entropy: 0.7318, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3884, root_relative_squared_error: 0.9622, unweighted_recall: 0.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.7887, kappa: 0.3048, kb_relative_information_score: 0.1994, mean_absolute_error: 0.2346, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.7856, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.7183, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3637, root_relative_squared_error: 0.9008, unweighted_recall: 0.6276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6087, f_measure: 0.7854, kappa: 0.3417, kb_relative_information_score: 0.1967, mean_absolute_error: 0.2296, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7854, number_of_instances: 522, precision: 0.7854, predictive_accuracy: 0.7854, prior_entropy: 0.7318, relative_absolute_error: 0.7031, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4654, root_relative_squared_error: 1.1529, unweighted_recall: 0.6708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7995, f_measure: 0.8167, kappa: 0.4144, kb_relative_information_score: 0.2986, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8127, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.6368, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.356, root_relative_squared_error: 0.8819, unweighted_recall: 0.6892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.7033, kappa: -0.0038, kb_relative_information_score: 0.2616, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.6317, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.6335, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4549, root_relative_squared_error: 1.1268, unweighted_recall: 0.4988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.8096, kappa: 0.3821, kb_relative_information_score: 0.2225, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8063, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.6852, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.364, root_relative_squared_error: 0.9016, unweighted_recall: 0.6672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5967, f_measure: 0.7755, kappa: 0.3159, kb_relative_information_score: 0.1564, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7739, number_of_instances: 522, precision: 0.7771, predictive_accuracy: 0.7739, prior_entropy: 0.7318, relative_absolute_error: 0.7372, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4775, root_relative_squared_error: 1.1829, unweighted_recall: 0.6602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.8149, kappa: 0.4053, kb_relative_information_score: 0.2973, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8111, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.6382, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.8851, unweighted_recall: 0.6823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.7033, kappa: -0.0038, kb_relative_information_score: 0.2616, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.6317, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.6335, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4549, root_relative_squared_error: 1.1268, unweighted_recall: 0.4988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7849, f_measure: 0.8059, kappa: 0.3744, kb_relative_information_score: 0.2119, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.3266, weighted_recall: 0.818, number_of_instances: 522, precision: 0.8014, predictive_accuracy: 0.818, prior_entropy: 0.7318, relative_absolute_error: 0.6986, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.9063, unweighted_recall: 0.6671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6219, f_measure: 0.797, kappa: 0.3719, kb_relative_information_score: 0.2445, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7989, number_of_instances: 522, precision: 0.7954, predictive_accuracy: 0.7989, prior_entropy: 0.7318, relative_absolute_error: 0.662, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4508, root_relative_squared_error: 1.1166, unweighted_recall: 0.6827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7975, f_measure: 0.8118, kappa: 0.3969, kb_relative_information_score: 0.2938, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8218, number_of_instances: 522, precision: 0.8075, predictive_accuracy: 0.8218, prior_entropy: 0.7318, relative_absolute_error: 0.6392, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3582, root_relative_squared_error: 0.8872, unweighted_recall: 0.6799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.7033, kappa: -0.0038, kb_relative_information_score: 0.2616, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.6317, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.6335, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4549, root_relative_squared_error: 1.1268, unweighted_recall: 0.4988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.793, f_measure: 0.8095, kappa: 0.3932, kb_relative_information_score: 0.2154, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.3266, weighted_recall: 0.818, number_of_instances: 522, precision: 0.8051, predictive_accuracy: 0.818, prior_entropy: 0.7318, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.9012, unweighted_recall: 0.6809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.7033, kappa: -0.0038, kb_relative_information_score: 0.2616, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.6317, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.6335, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4549, root_relative_squared_error: 1.1268, unweighted_recall: 0.4988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.8163, kappa: 0.4739, kb_relative_information_score: -1.6565, mean_absolute_error: 0.3657, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.8345, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 1.1199, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.5106, root_relative_squared_error: 1.2649, unweighted_recall: 0.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.822, kappa: 0.4224, kb_relative_information_score: 0.2807, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8203, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6774, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.8528, unweighted_recall: 0.6848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.8143, kappa: 0.3951, kb_relative_information_score: 0.2562, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8126, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6953, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.8821, unweighted_recall: 0.6708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.8185, kappa: 0.4087, kb_relative_information_score: 0.2679, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8173, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8609, unweighted_recall: 0.6767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.7456, kappa: 0.1365, kb_relative_information_score: 0.1254, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.8305, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.9089, unweighted_recall: 0.5455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8053, f_measure: 0.8029, kappa: 0.3594, kb_relative_information_score: 0.2535, mean_absolute_error: 0.2277, mean_prior_absolute_error: 0.3266, weighted_recall: 0.818, number_of_instances: 522, precision: 0.799, predictive_accuracy: 0.818, prior_entropy: 0.7318, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3586, root_relative_squared_error: 0.8882, unweighted_recall: 0.6566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.822, kappa: 0.4224, kb_relative_information_score: 0.2807, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8203, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6774, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.8528, unweighted_recall: 0.6848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8162, f_measure: 0.8159, kappa: 0.3995, kb_relative_information_score: 0.2606, mean_absolute_error: 0.2262, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8147, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6926, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.8716, unweighted_recall: 0.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.8143, kappa: 0.3951, kb_relative_information_score: 0.2562, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8126, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6953, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.8821, unweighted_recall: 0.6708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.8269, kappa: 0.4564, kb_relative_information_score: -0.0464, mean_absolute_error: 0.316, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8239, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.9677, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.363, root_relative_squared_error: 0.8993, unweighted_recall: 0.7171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.8191, kappa: 0.4027, kb_relative_information_score: 0.2656, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8243, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6983, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.839, unweighted_recall: 0.6664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.8213, kappa: 0.4126, kb_relative_information_score: 0.2385, mean_absolute_error: 0.2371, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8241, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.726, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.8402, unweighted_recall: 0.6734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.806, kappa: 0.3679, kb_relative_information_score: 0.2543, mean_absolute_error: 0.2274, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8218, number_of_instances: 522, precision: 0.803, predictive_accuracy: 0.8218, prior_entropy: 0.7318, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.8851, unweighted_recall: 0.6591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2707, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6909, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.842, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.8183, kappa: 0.4186, kb_relative_information_score: 0.2856, mean_absolute_error: 0.2179, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8145, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6673, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3503, root_relative_squared_error: 0.8678, unweighted_recall: 0.6904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8107, f_measure: 0.8127, kappa: 0.3907, kb_relative_information_score: 0.2596, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8104, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6931, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3541, root_relative_squared_error: 0.8772, unweighted_recall: 0.6696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8053, f_measure: 0.8029, kappa: 0.3594, kb_relative_information_score: 0.2535, mean_absolute_error: 0.2277, mean_prior_absolute_error: 0.3266, weighted_recall: 0.818, number_of_instances: 522, precision: 0.799, predictive_accuracy: 0.818, prior_entropy: 0.7318, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3586, root_relative_squared_error: 0.8882, unweighted_recall: 0.6566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2756, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6851, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.7456, kappa: 0.1365, kb_relative_information_score: 0.1254, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.8305, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.9089, unweighted_recall: 0.5455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.8185, kappa: 0.4087, kb_relative_information_score: 0.2679, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8173, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8609, unweighted_recall: 0.6767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.8153, kappa: 0.3798, kb_relative_information_score: 0.2343, mean_absolute_error: 0.2439, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8421, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.7468, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.8454, unweighted_recall: 0.6458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8053, f_measure: 0.8029, kappa: 0.3594, kb_relative_information_score: 0.2535, mean_absolute_error: 0.2277, mean_prior_absolute_error: 0.3266, weighted_recall: 0.818, number_of_instances: 522, precision: 0.799, predictive_accuracy: 0.818, prior_entropy: 0.7318, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3586, root_relative_squared_error: 0.8882, unweighted_recall: 0.6566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.8185, kappa: 0.4087, kb_relative_information_score: 0.2679, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8173, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8609, unweighted_recall: 0.6767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2756, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6851, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.8153, kappa: 0.3798, kb_relative_information_score: 0.2343, mean_absolute_error: 0.2439, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8421, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.7468, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.8454, unweighted_recall: 0.6458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.8191, kappa: 0.4027, kb_relative_information_score: 0.2656, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8243, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6983, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.839, unweighted_recall: 0.6664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.7456, kappa: 0.1365, kb_relative_information_score: 0.1254, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.8305, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.9089, unweighted_recall: 0.5455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.8185, kappa: 0.4087, kb_relative_information_score: 0.2679, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8173, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8609, unweighted_recall: 0.6767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.8153, kappa: 0.3798, kb_relative_information_score: 0.2343, mean_absolute_error: 0.2439, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8421, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.7468, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.8454, unweighted_recall: 0.6458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8068, f_measure: 0.8143, kappa: 0.3951, kb_relative_information_score: 0.2559, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8126, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.882, unweighted_recall: 0.6708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.7456, kappa: 0.1365, kb_relative_information_score: 0.1254, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.8305, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.9089, unweighted_recall: 0.5455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.7456, kappa: 0.1365, kb_relative_information_score: 0.1254, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.8305, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.9089, unweighted_recall: 0.5455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.8191, kappa: 0.4027, kb_relative_information_score: 0.2656, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8243, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6983, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.839, unweighted_recall: 0.6664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.8117, kappa: 0.3858, kb_relative_information_score: 0.2765, mean_absolute_error: 0.2223, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8099, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.8569, unweighted_recall: 0.6661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.7456, kappa: 0.1365, kb_relative_information_score: 0.1254, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.8305, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.9089, unweighted_recall: 0.5455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.7456, kappa: 0.1365, kb_relative_information_score: 0.1254, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.8305, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.9089, unweighted_recall: 0.5455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.7456, kappa: 0.1365, kb_relative_information_score: 0.1254, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.8305, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.9089, unweighted_recall: 0.5455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.8213, kappa: 0.4126, kb_relative_information_score: 0.2385, mean_absolute_error: 0.2371, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8241, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.726, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.8402, unweighted_recall: 0.6734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8107, f_measure: 0.8127, kappa: 0.3907, kb_relative_information_score: 0.2596, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8104, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6931, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3541, root_relative_squared_error: 0.8773, unweighted_recall: 0.6696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.7456, kappa: 0.1365, kb_relative_information_score: 0.1254, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.8305, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.9089, unweighted_recall: 0.5455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.8269, kappa: 0.4564, kb_relative_information_score: -0.0464, mean_absolute_error: 0.316, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8239, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.9677, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.363, root_relative_squared_error: 0.8993, unweighted_recall: 0.7171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8055, f_measure: 0.8029, kappa: 0.3594, kb_relative_information_score: 0.2534, mean_absolute_error: 0.2277, mean_prior_absolute_error: 0.3266, weighted_recall: 0.818, number_of_instances: 522, precision: 0.799, predictive_accuracy: 0.818, prior_entropy: 0.7318, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.888, unweighted_recall: 0.6566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.8029, kappa: 0.3594, kb_relative_information_score: 0.2535, mean_absolute_error: 0.2277, mean_prior_absolute_error: 0.3266, weighted_recall: 0.818, number_of_instances: 522, precision: 0.799, predictive_accuracy: 0.818, prior_entropy: 0.7318, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.8882, unweighted_recall: 0.6566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2756, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6851, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8291, kappa: 0.4405, kb_relative_information_score: 0.2705, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8315, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.8419, unweighted_recall: 0.6874,

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