OpenML
Supervised Classification on eeg-eye-state

Supervised Classification on eeg-eye-state

Task 9983 Supervised Classification eeg-eye-state 97277 runs submitted
0 likes downloaded by 2 people , 2 total downloads 0 issues
Visibility: Public
  • OpenML100 study_107 study_123 study_14 study_7
Issue #Downvotes for this reason By


Metric:

97277 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: 0.8706, f_measure: 0.828, kappa: 0.6519, kb_relative_information_score: 0.6319, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8282, number_of_instances: 14980, precision: 0.8279, predictive_accuracy: 0.8282, prior_entropy: 0.9924, relative_absolute_error: 0.3698, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3795, root_relative_squared_error: 0.7629, unweighted_recall: 0.8252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0002, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.8152, kappa: 0.6259, kb_relative_information_score: 0.5672, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8157, number_of_instances: 14980, precision: 0.8154, predictive_accuracy: 0.8157, prior_entropy: 0.9924, relative_absolute_error: 0.4426, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3684, root_relative_squared_error: 0.7408, unweighted_recall: 0.8117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.7934, kappa: 0.5819, kb_relative_information_score: 0.5164, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7937, number_of_instances: 14980, precision: 0.7934, predictive_accuracy: 0.7937, prior_entropy: 0.9924, relative_absolute_error: 0.4955, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3814, root_relative_squared_error: 0.7668, unweighted_recall: 0.7901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5899, f_measure: 0.501, kappa: 0.1046, kb_relative_information_score: 0.0759, mean_absolute_error: 0.4591, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5905, number_of_instances: 14980, precision: 0.6478, predictive_accuracy: 0.5905, prior_entropy: 0.9924, relative_absolute_error: 0.928, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.481, root_relative_squared_error: 0.967, unweighted_recall: 0.5483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.8051, kappa: 0.6055, kb_relative_information_score: 0.5415, mean_absolute_error: 0.2322, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8054, number_of_instances: 14980, precision: 0.8051, predictive_accuracy: 0.8054, prior_entropy: 0.9924, relative_absolute_error: 0.4694, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.7484, unweighted_recall: 0.8018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.8203, kappa: 0.6363, kb_relative_information_score: 0.6011, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8206, number_of_instances: 14980, precision: 0.8203, predictive_accuracy: 0.8206, prior_entropy: 0.9924, relative_absolute_error: 0.4045, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.7405, unweighted_recall: 0.8172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.504, f_measure: 0.3918, kappa: -0.0002, kb_relative_information_score: 0.001, mean_absolute_error: 0.4943, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5511, number_of_instances: 14980, precision: 0.416, predictive_accuracy: 0.5511, prior_entropy: 0.9924, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9994, unweighted_recall: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.8169, kappa: 0.6297, kb_relative_information_score: 0.5685, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.4948, weighted_recall: 0.817, number_of_instances: 14980, precision: 0.8168, predictive_accuracy: 0.817, prior_entropy: 0.9924, relative_absolute_error: 0.4411, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3695, root_relative_squared_error: 0.7428, unweighted_recall: 0.8144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8923, f_measure: 0.831, kappa: 0.658, kb_relative_information_score: 0.625, mean_absolute_error: 0.1881, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8313, number_of_instances: 14980, precision: 0.8311, predictive_accuracy: 0.8313, prior_entropy: 0.9924, relative_absolute_error: 0.3802, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3607, root_relative_squared_error: 0.7251, unweighted_recall: 0.8281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8897, f_measure: 0.8108, kappa: 0.6172, kb_relative_information_score: 0.555, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8111, number_of_instances: 14980, precision: 0.8108, predictive_accuracy: 0.8111, prior_entropy: 0.9924, relative_absolute_error: 0.4559, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.7391, unweighted_recall: 0.8078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.8379, kappa: 0.6717, kb_relative_information_score: 0.6554, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8383, number_of_instances: 14980, precision: 0.8381, predictive_accuracy: 0.8383, prior_entropy: 0.9924, relative_absolute_error: 0.3452, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3701, root_relative_squared_error: 0.7441, unweighted_recall: 0.8345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.7755, kappa: 0.5456, kb_relative_information_score: 0.4765, mean_absolute_error: 0.2651, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7758, number_of_instances: 14980, precision: 0.7754, predictive_accuracy: 0.7758, prior_entropy: 0.9924, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.7969, unweighted_recall: 0.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, f_measure: 0.8246, kappa: 0.6449, kb_relative_information_score: 0.6319, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8249, number_of_instances: 14980, precision: 0.8247, predictive_accuracy: 0.8249, prior_entropy: 0.9924, relative_absolute_error: 0.3682, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3887, root_relative_squared_error: 0.7814, unweighted_recall: 0.8214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8618, f_measure: 0.7775, kappa: 0.55, kb_relative_information_score: 0.4796, mean_absolute_error: 0.2638, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7777, number_of_instances: 14980, precision: 0.7774, predictive_accuracy: 0.7777, prior_entropy: 0.9924, relative_absolute_error: 0.5332, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3919, root_relative_squared_error: 0.788, unweighted_recall: 0.7746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.8321, kappa: 0.6604, kb_relative_information_score: 0.6406, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8323, number_of_instances: 14980, precision: 0.8321, predictive_accuracy: 0.8323, prior_entropy: 0.9924, relative_absolute_error: 0.3615, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7367, unweighted_recall: 0.8296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.8139, kappa: 0.6235, kb_relative_information_score: 0.5626, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8142, number_of_instances: 14980, precision: 0.8139, predictive_accuracy: 0.8142, prior_entropy: 0.9924, relative_absolute_error: 0.4478, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.7375, unweighted_recall: 0.8109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7542, kappa: 0.5021, kb_relative_information_score: 0.4155, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7551, number_of_instances: 14980, precision: 0.7545, predictive_accuracy: 0.7551, prior_entropy: 0.9924, relative_absolute_error: 0.6006, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4094, root_relative_squared_error: 0.8231, unweighted_recall: 0.7495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.8285, kappa: 0.6527, kb_relative_information_score: 0.6277, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.4948, weighted_recall: 0.829, number_of_instances: 14980, precision: 0.8288, predictive_accuracy: 0.829, prior_entropy: 0.9924, relative_absolute_error: 0.3753, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3705, root_relative_squared_error: 0.7449, unweighted_recall: 0.8249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, f_measure: 0.8323, kappa: 0.6604, kb_relative_information_score: 0.6413, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8328, number_of_instances: 14980, precision: 0.8327, predictive_accuracy: 0.8328, prior_entropy: 0.9924, relative_absolute_error: 0.3601, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.373, root_relative_squared_error: 0.75, unweighted_recall: 0.8286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.8202, kappa: 0.6363, kb_relative_information_score: 0.6008, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8204, number_of_instances: 14980, precision: 0.8202, predictive_accuracy: 0.8204, prior_entropy: 0.9924, relative_absolute_error: 0.4041, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.7469, unweighted_recall: 0.8175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.8045, kappa: 0.6041, kb_relative_information_score: 0.5411, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.4948, weighted_recall: 0.805, number_of_instances: 14980, precision: 0.8047, predictive_accuracy: 0.805, prior_entropy: 0.9924, relative_absolute_error: 0.4701, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7525, unweighted_recall: 0.8007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5443, f_measure: 0.4312, kappa: 0.0355, kb_relative_information_score: 0.0336, mean_absolute_error: 0.4784, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5646, number_of_instances: 14980, precision: 0.6472, predictive_accuracy: 0.5646, prior_entropy: 0.9924, relative_absolute_error: 0.967, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4905, root_relative_squared_error: 0.9861, unweighted_recall: 0.5162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.7839, kappa: 0.5626, kb_relative_information_score: 0.5081, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7845, number_of_instances: 14980, precision: 0.7841, predictive_accuracy: 0.7845, prior_entropy: 0.9924, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3914, root_relative_squared_error: 0.7869, unweighted_recall: 0.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8899, f_measure: 0.8175, kappa: 0.6308, kb_relative_information_score: 0.5717, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8178, number_of_instances: 14980, precision: 0.8175, predictive_accuracy: 0.8178, prior_entropy: 0.9924, relative_absolute_error: 0.4387, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.365, root_relative_squared_error: 0.7338, unweighted_recall: 0.8145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.7794, kappa: 0.5533, kb_relative_information_score: 0.485, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.4948, weighted_recall: 0.78, number_of_instances: 14980, precision: 0.7796, predictive_accuracy: 0.78, prior_entropy: 0.9924, relative_absolute_error: 0.5271, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3916, root_relative_squared_error: 0.7873, unweighted_recall: 0.7753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.506, f_measure: 0.399, kappa: 0.007, kb_relative_information_score: 0.005, mean_absolute_error: 0.4924, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5539, number_of_instances: 14980, precision: 0.6799, predictive_accuracy: 0.5539, prior_entropy: 0.9924, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9979, unweighted_recall: 0.5032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8841, f_measure: 0.8124, kappa: 0.6201, kb_relative_information_score: 0.5752, mean_absolute_error: 0.2136, mean_prior_absolute_error: 0.4948, weighted_recall: 0.813, number_of_instances: 14980, precision: 0.8127, predictive_accuracy: 0.813, prior_entropy: 0.9924, relative_absolute_error: 0.4317, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3716, root_relative_squared_error: 0.747, unweighted_recall: 0.8086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.8246, kappa: 0.6451, kb_relative_information_score: 0.6121, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8249, number_of_instances: 14980, precision: 0.8246, predictive_accuracy: 0.8249, prior_entropy: 0.9924, relative_absolute_error: 0.3921, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3701, root_relative_squared_error: 0.744, unweighted_recall: 0.8216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.8124, kappa: 0.6203, kb_relative_information_score: 0.572, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8127, number_of_instances: 14980, precision: 0.8124, predictive_accuracy: 0.8127, prior_entropy: 0.9924, relative_absolute_error: 0.4363, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3693, root_relative_squared_error: 0.7426, unweighted_recall: 0.8093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5577, f_measure: 0.4579, kappa: 0.0648, kb_relative_information_score: 0.0501, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5762, number_of_instances: 14980, precision: 0.6696, predictive_accuracy: 0.5762, prior_entropy: 0.9924, relative_absolute_error: 0.9516, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4866, root_relative_squared_error: 0.9783, unweighted_recall: 0.5297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.8165, kappa: 0.6285, kb_relative_information_score: 0.5843, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8169, number_of_instances: 14980, precision: 0.8166, predictive_accuracy: 0.8169, prior_entropy: 0.9924, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.368, root_relative_squared_error: 0.7399, unweighted_recall: 0.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.835, kappa: 0.666, kb_relative_information_score: 0.6448, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8352, number_of_instances: 14980, precision: 0.835, predictive_accuracy: 0.8352, prior_entropy: 0.9924, relative_absolute_error: 0.3578, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3644, root_relative_squared_error: 0.7326, unweighted_recall: 0.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8209, kappa: 0.6377, kb_relative_information_score: 0.5971, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8211, number_of_instances: 14980, precision: 0.8209, predictive_accuracy: 0.8211, prior_entropy: 0.9924, relative_absolute_error: 0.4086, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3707, root_relative_squared_error: 0.7453, unweighted_recall: 0.8182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8619, f_measure: 0.7903, kappa: 0.5754, kb_relative_information_score: 0.5168, mean_absolute_error: 0.2436, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7909, number_of_instances: 14980, precision: 0.7905, predictive_accuracy: 0.7909, prior_entropy: 0.9924, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3927, root_relative_squared_error: 0.7895, unweighted_recall: 0.7864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5541, f_measure: 0.4533, kappa: 0.0591, kb_relative_information_score: 0.0474, mean_absolute_error: 0.4721, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5739, number_of_instances: 14980, precision: 0.6635, predictive_accuracy: 0.5739, prior_entropy: 0.9924, relative_absolute_error: 0.9541, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.488, root_relative_squared_error: 0.9811, unweighted_recall: 0.5271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.8124, kappa: 0.6205, kb_relative_information_score: 0.568, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8127, number_of_instances: 14980, precision: 0.8124, predictive_accuracy: 0.8127, prior_entropy: 0.9924, relative_absolute_error: 0.4407, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3727, root_relative_squared_error: 0.7493, unweighted_recall: 0.8095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.8275, kappa: 0.6509, kb_relative_information_score: 0.6231, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8277, number_of_instances: 14980, precision: 0.8275, predictive_accuracy: 0.8277, prior_entropy: 0.9924, relative_absolute_error: 0.3803, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.7445, unweighted_recall: 0.8246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.831, f_measure: 0.747, kappa: 0.4919, kb_relative_information_score: 0.444, mean_absolute_error: 0.2773, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7463, number_of_instances: 14980, precision: 0.7505, predictive_accuracy: 0.7463, prior_entropy: 0.9924, relative_absolute_error: 0.5604, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4108, root_relative_squared_error: 0.826, unweighted_recall: 0.7482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.8023, kappa: 0.5999, kb_relative_information_score: 0.5293, mean_absolute_error: 0.2392, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8026, number_of_instances: 14980, precision: 0.8023, predictive_accuracy: 0.8026, prior_entropy: 0.9924, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.375, root_relative_squared_error: 0.7539, unweighted_recall: 0.7991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5471, f_measure: 0.4489, kappa: 0.0506, kb_relative_information_score: 0.0344, mean_absolute_error: 0.4789, mean_prior_absolute_error: 0.4948, weighted_recall: 0.57, number_of_instances: 14980, precision: 0.638, predictive_accuracy: 0.57, prior_entropy: 0.9924, relative_absolute_error: 0.9679, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4898, root_relative_squared_error: 0.9848, unweighted_recall: 0.5232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5532, f_measure: 0.455, kappa: 0.0602, kb_relative_information_score: 0.043, mean_absolute_error: 0.4746, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5742, number_of_instances: 14980, precision: 0.659, predictive_accuracy: 0.5742, prior_entropy: 0.9924, relative_absolute_error: 0.9593, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4877, root_relative_squared_error: 0.9806, unweighted_recall: 0.5275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.8371, kappa: 0.6706, kb_relative_information_score: 0.6682, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8372, number_of_instances: 14980, precision: 0.8371, predictive_accuracy: 0.8372, prior_entropy: 0.9924, relative_absolute_error: 0.3305, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3818, root_relative_squared_error: 0.7677, unweighted_recall: 0.8349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.8129, kappa: 0.6213, kb_relative_information_score: 0.5887, mean_absolute_error: 0.2058, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8132, number_of_instances: 14980, precision: 0.8129, predictive_accuracy: 0.8132, prior_entropy: 0.9924, relative_absolute_error: 0.4159, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3829, root_relative_squared_error: 0.7698, unweighted_recall: 0.8098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8257, kappa: 0.6473, kb_relative_information_score: 0.6079, mean_absolute_error: 0.197, mean_prior_absolute_error: 0.4948, weighted_recall: 0.826, number_of_instances: 14980, precision: 0.8257, predictive_accuracy: 0.826, prior_entropy: 0.9924, relative_absolute_error: 0.3982, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.7332, unweighted_recall: 0.8228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.7944, kappa: 0.5835, kb_relative_information_score: 0.5704, mean_absolute_error: 0.2121, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7969, number_of_instances: 14980, precision: 0.7997, predictive_accuracy: 0.7969, prior_entropy: 0.9924, relative_absolute_error: 0.4286, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4054, root_relative_squared_error: 0.8151, unweighted_recall: 0.7876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9693, kappa: 0.9378, kb_relative_information_score: 0.936, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.4948, weighted_recall: 0.9694, number_of_instances: 14980, precision: 0.9703, predictive_accuracy: 0.9694, prior_entropy: 0.9924, relative_absolute_error: 0.0637, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1387, root_relative_squared_error: 0.2788, unweighted_recall: 0.9666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8417, f_measure: 0.8435, kappa: 0.6836, kb_relative_information_score: 0.6823, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8435, number_of_instances: 14980, precision: 0.8435, predictive_accuracy: 0.8435, prior_entropy: 0.9924, relative_absolute_error: 0.3163, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.7953, unweighted_recall: 0.8417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 0.0155, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9875, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0076, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0887, mean_absolute_error: 0.4488, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9071, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.6699, root_relative_squared_error: 1.3469, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0887, mean_absolute_error: 0.4488, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9071, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.6699, root_relative_squared_error: 1.3469, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6324, f_measure: 0.5758, kappa: 0.1566, kb_relative_information_score: 0.0369, mean_absolute_error: 0.4807, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5985, number_of_instances: 14980, precision: 0.596, predictive_accuracy: 0.5985, prior_entropy: 0.9924, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4922, root_relative_squared_error: 0.9896, unweighted_recall: 0.5754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5291, kb_relative_information_score: -0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: -0.0147, mean_absolute_error: 0.4995, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1.0096, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4995, root_relative_squared_error: 1.0044, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -0.0161, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1.0106, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0053, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5201, f_measure: 0.4352, kappa: 0.0442, kb_relative_information_score: 0.1241, mean_absolute_error: 0.4314, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5686, number_of_instances: 14980, precision: 0.6934, predictive_accuracy: 0.5686, prior_entropy: 0.9924, relative_absolute_error: 0.8719, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.6568, root_relative_squared_error: 1.3205, unweighted_recall: 0.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.0001, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7122, f_measure: 0.6558, kappa: 0.304, kb_relative_information_score: 0.1519, mean_absolute_error: 0.4297, mean_prior_absolute_error: 0.4948, weighted_recall: 0.6626, number_of_instances: 14980, precision: 0.6619, predictive_accuracy: 0.6626, prior_entropy: 0.9924, relative_absolute_error: 0.8686, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9306, unweighted_recall: 0.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.0027, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4975, root_relative_squared_error: 1.0002, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.0027, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4975, root_relative_squared_error: 1.0002, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.0027, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4975, root_relative_squared_error: 1.0002, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.0027, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4975, root_relative_squared_error: 1.0002, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.0027, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4975, root_relative_squared_error: 1.0002, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.0027, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4975, root_relative_squared_error: 1.0002, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.0027, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4975, root_relative_squared_error: 1.0002, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.0027, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4975, root_relative_squared_error: 1.0002, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6124, f_measure: 0.3918, kappa: -0.0001, kb_relative_information_score: 0.0002, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5511, number_of_instances: 14980, precision: 0.4534, predictive_accuracy: 0.5511, prior_entropy: 0.9924, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7474, f_measure: 0.6536, kappa: 0.3184, kb_relative_information_score: 0.0767, mean_absolute_error: 0.4658, mean_prior_absolute_error: 0.4948, weighted_recall: 0.6776, number_of_instances: 14980, precision: 0.7029, predictive_accuracy: 0.6776, prior_entropy: 0.9924, relative_absolute_error: 0.9415, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9494, unweighted_recall: 0.6522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4932, kb_relative_information_score: -0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6726, f_measure: 0.6328, kappa: 0.2583, kb_relative_information_score: 0.1041, mean_absolute_error: 0.4514, mean_prior_absolute_error: 0.4948, weighted_recall: 0.6411, number_of_instances: 14980, precision: 0.6394, predictive_accuracy: 0.6411, prior_entropy: 0.9924, relative_absolute_error: 0.9123, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9541, unweighted_recall: 0.6263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6556, f_measure: 0.494, kappa: 0.0818, kb_relative_information_score: 0.0693, mean_absolute_error: 0.466, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5788, number_of_instances: 14980, precision: 0.6035, predictive_accuracy: 0.5788, prior_entropy: 0.9924, relative_absolute_error: 0.9418, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4855, root_relative_squared_error: 0.9762, unweighted_recall: 0.5379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4198, kappa: -0.0001, kb_relative_information_score: -0.0187, mean_absolute_error: 0.5009, mean_prior_absolute_error: 0.4948, weighted_recall: 0.4692, number_of_instances: 14980, precision: 0.5052, predictive_accuracy: 0.4692, prior_entropy: 0.9924, relative_absolute_error: 1.0125, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0076, unweighted_recall: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5043, kb_relative_information_score: 0.0021, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9996, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5684, f_measure: 0.3918, kappa: -0.0001, kb_relative_information_score: -0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5511, number_of_instances: 14980, precision: 0.4534, predictive_accuracy: 0.5511, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1.0001, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2783, kappa: 0.0001, kb_relative_information_score: -0.1191, mean_absolute_error: 0.5511, mean_prior_absolute_error: 0.4948, weighted_recall: 0.4489, number_of_instances: 14980, precision: 0.5689, predictive_accuracy: 0.4489, prior_entropy: 0.9924, relative_absolute_error: 1.1139, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.7424, root_relative_squared_error: 1.4926, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kb_relative_information_score: -0.0007, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4975, root_relative_squared_error: 1.0003, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, f_measure: 0.2914, kappa: 0.0054, kb_relative_information_score: -0.0692, mean_absolute_error: 0.5226, mean_prior_absolute_error: 0.4948, weighted_recall: 0.4527, number_of_instances: 14980, precision: 0.5914, predictive_accuracy: 0.4527, prior_entropy: 0.9924, relative_absolute_error: 1.0563, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.6084, root_relative_squared_error: 1.2233, unweighted_recall: 0.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0887, mean_absolute_error: 0.4488, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9071, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.6699, root_relative_squared_error: 1.3469, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4974, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0887, mean_absolute_error: 0.4488, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5512, number_of_instances: 14980, predictive_accuracy: 0.5512, prior_entropy: 0.9924, relative_absolute_error: 0.9071, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.6699, root_relative_squared_error: 1.3469, unweighted_recall: 0.5,

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