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: 0.9493, f_measure: 0.8775, kappa: 0.7521, kb_relative_information_score: 0.6232, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8778, number_of_instances: 14980, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 0.9924, relative_absolute_error: 0.4053, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.6019, unweighted_recall: 0.8747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8286, kappa: 0.6527, kb_relative_information_score: 0.4518, mean_absolute_error: 0.2906, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8296, number_of_instances: 14980, precision: 0.8305, predictive_accuracy: 0.8296, prior_entropy: 0.9924, relative_absolute_error: 0.5874, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3539, root_relative_squared_error: 0.7116, unweighted_recall: 0.8236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9365, f_measure: 0.8612, kappa: 0.719, kb_relative_information_score: 0.5514, mean_absolute_error: 0.2392, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8616, number_of_instances: 14980, precision: 0.8617, predictive_accuracy: 0.8616, prior_entropy: 0.9924, relative_absolute_error: 0.4836, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6462, unweighted_recall: 0.8578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.8848, kappa: 0.7667, kb_relative_information_score: 0.6437, mean_absolute_error: 0.1899, mean_prior_absolute_error: 0.4948, weighted_recall: 0.885, number_of_instances: 14980, precision: 0.885, predictive_accuracy: 0.885, prior_entropy: 0.9924, relative_absolute_error: 0.3838, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5853, unweighted_recall: 0.8821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.8079, kappa: 0.6106, kb_relative_information_score: 0.3856, mean_absolute_error: 0.324, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8095, number_of_instances: 14980, precision: 0.811, predictive_accuracy: 0.8095, prior_entropy: 0.9924, relative_absolute_error: 0.6548, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3751, root_relative_squared_error: 0.7541, unweighted_recall: 0.8019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8676, kappa: 0.7319, kb_relative_information_score: 0.598, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8679, number_of_instances: 14980, precision: 0.868, predictive_accuracy: 0.8679, prior_entropy: 0.9924, relative_absolute_error: 0.4321, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3095, root_relative_squared_error: 0.6222, unweighted_recall: 0.8644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8529, kappa: 0.702, kb_relative_information_score: 0.5271, mean_absolute_error: 0.2519, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8534, number_of_instances: 14980, precision: 0.8537, predictive_accuracy: 0.8534, prior_entropy: 0.9924, relative_absolute_error: 0.5092, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.6617, unweighted_recall: 0.8489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8851, kappa: 0.7675, kb_relative_information_score: 0.6464, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8853, number_of_instances: 14980, precision: 0.8853, predictive_accuracy: 0.8853, prior_entropy: 0.9924, relative_absolute_error: 0.3808, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.291, root_relative_squared_error: 0.5852, unweighted_recall: 0.8825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.8194, kappa: 0.6343, kb_relative_information_score: 0.5163, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8199, number_of_instances: 14980, precision: 0.8197, predictive_accuracy: 0.8199, prior_entropy: 0.9924, relative_absolute_error: 0.5094, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3524, root_relative_squared_error: 0.7086, unweighted_recall: 0.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.8711, kappa: 0.739, kb_relative_information_score: 0.6055, mean_absolute_error: 0.2098, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8714, number_of_instances: 14980, precision: 0.8714, predictive_accuracy: 0.8714, prior_entropy: 0.9924, relative_absolute_error: 0.424, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.616, unweighted_recall: 0.8682,
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: 0.4997, 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: 0.8827, f_measure: 0.8101, kappa: 0.6158, kb_relative_information_score: 0.5651, mean_absolute_error: 0.2194, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8103, number_of_instances: 14980, precision: 0.8101, predictive_accuracy: 0.8103, prior_entropy: 0.9924, relative_absolute_error: 0.4434, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3729, root_relative_squared_error: 0.7497, unweighted_recall: 0.8071,
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: 0.8724, f_measure: 0.806, kappa: 0.6074, kb_relative_information_score: 0.5689, mean_absolute_error: 0.2163, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8063, number_of_instances: 14980, precision: 0.806, predictive_accuracy: 0.8063, prior_entropy: 0.9924, relative_absolute_error: 0.4371, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.382, root_relative_squared_error: 0.7681, unweighted_recall: 0.8029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.8056, kappa: 0.6067, kb_relative_information_score: 0.5602, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8059, number_of_instances: 14980, precision: 0.8056, predictive_accuracy: 0.8059, prior_entropy: 0.9924, relative_absolute_error: 0.4469, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.381, root_relative_squared_error: 0.766, unweighted_recall: 0.8025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.774, f_measure: 0.6762, kappa: 0.357, kb_relative_information_score: 0.2986, mean_absolute_error: 0.3512, mean_prior_absolute_error: 0.4948, weighted_recall: 0.6941, number_of_instances: 14980, precision: 0.7138, predictive_accuracy: 0.6941, prior_entropy: 0.9924, relative_absolute_error: 0.7097, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.868, unweighted_recall: 0.6716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8879, f_measure: 0.8202, kappa: 0.6362, kb_relative_information_score: 0.5902, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8205, number_of_instances: 14980, precision: 0.8202, predictive_accuracy: 0.8205, prior_entropy: 0.9924, relative_absolute_error: 0.4172, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.7375, unweighted_recall: 0.8172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.8119, kappa: 0.619, kb_relative_information_score: 0.5593, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8124, number_of_instances: 14980, precision: 0.8122, predictive_accuracy: 0.8124, prior_entropy: 0.9924, relative_absolute_error: 0.4504, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.7451, unweighted_recall: 0.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.4541, kappa: 0.0582, kb_relative_information_score: 0.0438, mean_absolute_error: 0.4739, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5732, number_of_instances: 14980, precision: 0.6526, predictive_accuracy: 0.5732, prior_entropy: 0.9924, relative_absolute_error: 0.9579, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4883, root_relative_squared_error: 0.9818, unweighted_recall: 0.5266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8548, f_measure: 0.7889, kappa: 0.5726, kb_relative_information_score: 0.5084, mean_absolute_error: 0.2482, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7895, number_of_instances: 14980, precision: 0.7891, predictive_accuracy: 0.7895, prior_entropy: 0.9924, relative_absolute_error: 0.5017, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.7969, unweighted_recall: 0.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.8251, kappa: 0.6461, kb_relative_information_score: 0.6137, mean_absolute_error: 0.1934, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8254, number_of_instances: 14980, precision: 0.8251, predictive_accuracy: 0.8254, prior_entropy: 0.9924, relative_absolute_error: 0.391, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3666, root_relative_squared_error: 0.7371, unweighted_recall: 0.8222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5582, f_measure: 0.4588, kappa: 0.0674, kb_relative_information_score: 0.0582, mean_absolute_error: 0.4662, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5775, number_of_instances: 14980, precision: 0.6801, predictive_accuracy: 0.5775, prior_entropy: 0.9924, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4861, root_relative_squared_error: 0.9774, unweighted_recall: 0.5308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, f_measure: 0.7796, kappa: 0.5541, kb_relative_information_score: 0.5025, mean_absolute_error: 0.2503, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7799, number_of_instances: 14980, precision: 0.7795, predictive_accuracy: 0.7799, prior_entropy: 0.9924, relative_absolute_error: 0.5059, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.399, root_relative_squared_error: 0.8021, unweighted_recall: 0.7764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.8024, kappa: 0.6, kb_relative_information_score: 0.5372, mean_absolute_error: 0.2345, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8028, number_of_instances: 14980, precision: 0.8025, predictive_accuracy: 0.8028, prior_entropy: 0.9924, relative_absolute_error: 0.474, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.374, root_relative_squared_error: 0.7519, unweighted_recall: 0.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.819, kappa: 0.6338, kb_relative_information_score: 0.61, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8192, number_of_instances: 14980, precision: 0.819, predictive_accuracy: 0.8192, prior_entropy: 0.9924, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3797, root_relative_squared_error: 0.7635, unweighted_recall: 0.8162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.8049, kappa: 0.6053, kb_relative_information_score: 0.5573, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8051, number_of_instances: 14980, precision: 0.8048, predictive_accuracy: 0.8051, prior_entropy: 0.9924, relative_absolute_error: 0.4503, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3767, root_relative_squared_error: 0.7575, unweighted_recall: 0.8019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.8223, kappa: 0.6404, kb_relative_information_score: 0.5909, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8225, number_of_instances: 14980, precision: 0.8223, predictive_accuracy: 0.8225, prior_entropy: 0.9924, relative_absolute_error: 0.417, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.7314, unweighted_recall: 0.8195,
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: 0.5004, kb_relative_information_score: 0.0003, mean_absolute_error: 0.4946, 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: 0.9997, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9999, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6507, f_measure: 0.5473, kappa: 0.1672, kb_relative_information_score: 0.1442, mean_absolute_error: 0.4247, mean_prior_absolute_error: 0.4948, weighted_recall: 0.6165, number_of_instances: 14980, precision: 0.6801, predictive_accuracy: 0.6165, prior_entropy: 0.9924, relative_absolute_error: 0.8584, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4684, root_relative_squared_error: 0.9418, unweighted_recall: 0.5778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8246, kappa: 0.6449, kb_relative_information_score: 0.6121, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.4948, weighted_recall: 0.825, number_of_instances: 14980, precision: 0.8247, predictive_accuracy: 0.825, prior_entropy: 0.9924, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.7398, unweighted_recall: 0.8213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5438, f_measure: 0.4486, kappa: 0.0485, kb_relative_information_score: 0.0355, mean_absolute_error: 0.478, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5688, number_of_instances: 14980, precision: 0.6277, predictive_accuracy: 0.5688, prior_entropy: 0.9924, relative_absolute_error: 0.9662, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4903, root_relative_squared_error: 0.9858, unweighted_recall: 0.5222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8246, kappa: 0.6451, kb_relative_information_score: 0.5997, mean_absolute_error: 0.2016, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8248, number_of_instances: 14980, precision: 0.8246, predictive_accuracy: 0.8248, prior_entropy: 0.9924, relative_absolute_error: 0.4075, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.7295, unweighted_recall: 0.8217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.852, f_measure: 0.8304, kappa: 0.6567, kb_relative_information_score: 0.6543, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8309, number_of_instances: 14980, precision: 0.8308, predictive_accuracy: 0.8309, prior_entropy: 0.9924, relative_absolute_error: 0.3442, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3919, root_relative_squared_error: 0.7879, unweighted_recall: 0.8268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8859, f_measure: 0.8224, kappa: 0.6405, kb_relative_information_score: 0.6005, mean_absolute_error: 0.2002, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8227, number_of_instances: 14980, precision: 0.8224, predictive_accuracy: 0.8227, prior_entropy: 0.9924, relative_absolute_error: 0.4047, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.37, root_relative_squared_error: 0.744, unweighted_recall: 0.8193,
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: 0.8856, f_measure: 0.8204, kappa: 0.6366, kb_relative_information_score: 0.6035, mean_absolute_error: 0.1986, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8207, number_of_instances: 14980, precision: 0.8204, predictive_accuracy: 0.8207, prior_entropy: 0.9924, relative_absolute_error: 0.4014, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.7422, unweighted_recall: 0.8174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8031, f_measure: 0.7064, kappa: 0.4147, kb_relative_information_score: 0.3644, mean_absolute_error: 0.3176, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7208, number_of_instances: 14980, precision: 0.7416, predictive_accuracy: 0.7208, prior_entropy: 0.9924, relative_absolute_error: 0.642, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4198, root_relative_squared_error: 0.8441, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.7806, kappa: 0.5558, kb_relative_information_score: 0.4875, mean_absolute_error: 0.259, mean_prior_absolute_error: 0.4948, weighted_recall: 0.781, number_of_instances: 14980, precision: 0.7806, predictive_accuracy: 0.781, prior_entropy: 0.9924, relative_absolute_error: 0.5236, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3966, root_relative_squared_error: 0.7974, unweighted_recall: 0.7769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.803, kappa: 0.6017, kb_relative_information_score: 0.5682, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8031, number_of_instances: 14980, precision: 0.803, predictive_accuracy: 0.8031, prior_entropy: 0.9924, relative_absolute_error: 0.4361, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3908, root_relative_squared_error: 0.7858, unweighted_recall: 0.8005,
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: 0.8458, f_measure: 0.765, kappa: 0.524, kb_relative_information_score: 0.4426, mean_absolute_error: 0.283, mean_prior_absolute_error: 0.4948, weighted_recall: 0.766, number_of_instances: 14980, precision: 0.7655, predictive_accuracy: 0.766, prior_entropy: 0.9924, relative_absolute_error: 0.5719, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8094, unweighted_recall: 0.7604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5541, f_measure: 0.4589, kappa: 0.0616, kb_relative_information_score: 0.0458, mean_absolute_error: 0.473, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5743, number_of_instances: 14980, precision: 0.6457, predictive_accuracy: 0.5743, prior_entropy: 0.9924, relative_absolute_error: 0.956, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4873, root_relative_squared_error: 0.9797, unweighted_recall: 0.5282,
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: 0.8863, f_measure: 0.8277, kappa: 0.6514, kb_relative_information_score: 0.6186, mean_absolute_error: 0.1909, mean_prior_absolute_error: 0.4948, weighted_recall: 0.828, number_of_instances: 14980, precision: 0.8277, predictive_accuracy: 0.828, prior_entropy: 0.9924, relative_absolute_error: 0.3858, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.739, unweighted_recall: 0.8248,
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: 0.8136, kappa: 0.6229, kb_relative_information_score: 0.5702, mean_absolute_error: 0.2172, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8138, number_of_instances: 14980, precision: 0.8135, predictive_accuracy: 0.8138, prior_entropy: 0.9924, relative_absolute_error: 0.439, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3682, root_relative_squared_error: 0.7402, unweighted_recall: 0.8109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8533, f_measure: 0.8353, kappa: 0.6667, kb_relative_information_score: 0.6652, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8355, number_of_instances: 14980, precision: 0.8353, predictive_accuracy: 0.8355, prior_entropy: 0.9924, relative_absolute_error: 0.3335, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3896, root_relative_squared_error: 0.7832, unweighted_recall: 0.8326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.8192, kappa: 0.6342, kb_relative_information_score: 0.5747, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8195, number_of_instances: 14980, precision: 0.8192, predictive_accuracy: 0.8195, prior_entropy: 0.9924, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3651, root_relative_squared_error: 0.7341, unweighted_recall: 0.8163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5586, f_measure: 0.4581, kappa: 0.0645, kb_relative_information_score: 0.0547, mean_absolute_error: 0.4682, mean_prior_absolute_error: 0.4948, weighted_recall: 0.576, number_of_instances: 14980, precision: 0.6667, predictive_accuracy: 0.576, prior_entropy: 0.9924, relative_absolute_error: 0.9462, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4863, root_relative_squared_error: 0.9778, unweighted_recall: 0.5295,
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: 0.892, f_measure: 0.8137, kappa: 0.6231, kb_relative_information_score: 0.5655, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.4948, weighted_recall: 0.814, number_of_instances: 14980, precision: 0.8137, predictive_accuracy: 0.814, prior_entropy: 0.9924, relative_absolute_error: 0.4448, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.7321, unweighted_recall: 0.8108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5504, f_measure: 0.4522, kappa: 0.056, kb_relative_information_score: 0.0404, mean_absolute_error: 0.4758, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5724, number_of_instances: 14980, precision: 0.6508, predictive_accuracy: 0.5724, prior_entropy: 0.9924, relative_absolute_error: 0.9616, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4883, root_relative_squared_error: 0.9817, unweighted_recall: 0.5256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5974, f_measure: 0.5048, kappa: 0.1123, kb_relative_information_score: 0.0864, mean_absolute_error: 0.4537, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5941, number_of_instances: 14980, precision: 0.6605, predictive_accuracy: 0.5941, prior_entropy: 0.9924, relative_absolute_error: 0.9171, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.479, root_relative_squared_error: 0.9631, unweighted_recall: 0.5519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.8126, kappa: 0.6207, kb_relative_information_score: 0.5547, mean_absolute_error: 0.2259, 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: 0.4566, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.7404, unweighted_recall: 0.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.8031, kappa: 0.6017, kb_relative_information_score: 0.5647, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8033, number_of_instances: 14980, precision: 0.8031, predictive_accuracy: 0.8033, prior_entropy: 0.9924, relative_absolute_error: 0.4411, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3844, root_relative_squared_error: 0.7728, unweighted_recall: 0.8003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.8016, kappa: 0.5984, kb_relative_information_score: 0.5341, mean_absolute_error: 0.2358, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8021, number_of_instances: 14980, precision: 0.8018, predictive_accuracy: 0.8021, prior_entropy: 0.9924, relative_absolute_error: 0.4766, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.379, root_relative_squared_error: 0.762, unweighted_recall: 0.798,
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: 0.8848, f_measure: 0.8155, kappa: 0.6266, kb_relative_information_score: 0.5772, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8158, number_of_instances: 14980, precision: 0.8155, predictive_accuracy: 0.8158, prior_entropy: 0.9924, relative_absolute_error: 0.4304, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3714, root_relative_squared_error: 0.7468, unweighted_recall: 0.8124,
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: 0.8895, f_measure: 0.837, kappa: 0.6704, kb_relative_information_score: 0.6454, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8371, number_of_instances: 14980, precision: 0.837, predictive_accuracy: 0.8371, prior_entropy: 0.9924, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3613, root_relative_squared_error: 0.7264, unweighted_recall: 0.8349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8636, f_measure: 0.7841, kappa: 0.5629, kb_relative_information_score: 0.4929, mean_absolute_error: 0.257, 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: 0.5195, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3903, root_relative_squared_error: 0.7847, unweighted_recall: 0.7804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8443, f_measure: 0.8387, kappa: 0.6738, kb_relative_information_score: 0.6716, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8387, number_of_instances: 14980, precision: 0.8386, predictive_accuracy: 0.8387, prior_entropy: 0.9924, relative_absolute_error: 0.327, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.7951, unweighted_recall: 0.8367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.8185, kappa: 0.6327, kb_relative_information_score: 0.5767, mean_absolute_error: 0.214, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8188, number_of_instances: 14980, precision: 0.8186, predictive_accuracy: 0.8188, prior_entropy: 0.9924, relative_absolute_error: 0.4326, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.7314, unweighted_recall: 0.8153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8721, f_measure: 0.8283, kappa: 0.6525, kb_relative_information_score: 0.6415, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8286, number_of_instances: 14980, precision: 0.8283, predictive_accuracy: 0.8286, prior_entropy: 0.9924, relative_absolute_error: 0.3587, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.378, root_relative_squared_error: 0.76, unweighted_recall: 0.8253,
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: 0.823, f_measure: 0.7529, kappa: 0.4997, kb_relative_information_score: 0.435, mean_absolute_error: 0.2843, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7534, number_of_instances: 14980, precision: 0.7528, predictive_accuracy: 0.7534, prior_entropy: 0.9924, relative_absolute_error: 0.5746, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4224, root_relative_squared_error: 0.8493, unweighted_recall: 0.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.8131, kappa: 0.6217, kb_relative_information_score: 0.5695, mean_absolute_error: 0.2177, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8134, number_of_instances: 14980, precision: 0.8131, predictive_accuracy: 0.8134, prior_entropy: 0.9924, relative_absolute_error: 0.44, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.7393, unweighted_recall: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8862, f_measure: 0.8105, kappa: 0.6165, kb_relative_information_score: 0.56, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8108, number_of_instances: 14980, precision: 0.8105, predictive_accuracy: 0.8108, prior_entropy: 0.9924, relative_absolute_error: 0.4498, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3708, root_relative_squared_error: 0.7455, unweighted_recall: 0.8074,
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: 0.8883, f_measure: 0.8339, kappa: 0.664, kb_relative_information_score: 0.6393, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.4948, weighted_recall: 0.834, number_of_instances: 14980, precision: 0.8338, predictive_accuracy: 0.834, prior_entropy: 0.9924, relative_absolute_error: 0.3636, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3634, root_relative_squared_error: 0.7307, unweighted_recall: 0.8314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.8351, kappa: 0.6663, kb_relative_information_score: 0.646, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8354, number_of_instances: 14980, precision: 0.8352, predictive_accuracy: 0.8354, prior_entropy: 0.9924, relative_absolute_error: 0.356, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3658, root_relative_squared_error: 0.7355, unweighted_recall: 0.8322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.8342, kappa: 0.6646, kb_relative_information_score: 0.6402, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8344, number_of_instances: 14980, precision: 0.8342, predictive_accuracy: 0.8344, prior_entropy: 0.9924, relative_absolute_error: 0.3622, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.7388, unweighted_recall: 0.8316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5579, f_measure: 0.4591, kappa: 0.0662, kb_relative_information_score: 0.0543, mean_absolute_error: 0.4685, mean_prior_absolute_error: 0.4948, weighted_recall: 0.5768, number_of_instances: 14980, precision: 0.6711, predictive_accuracy: 0.5768, prior_entropy: 0.9924, relative_absolute_error: 0.9469, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.486, root_relative_squared_error: 0.977, unweighted_recall: 0.5303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kb_relative_information_score: 0.0002, mean_absolute_error: 0.4946, 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: 0.8902, f_measure: 0.8223, kappa: 0.6404, kb_relative_information_score: 0.602, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8224, number_of_instances: 14980, precision: 0.8222, predictive_accuracy: 0.8224, prior_entropy: 0.9924, relative_absolute_error: 0.4043, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3653, root_relative_squared_error: 0.7345, unweighted_recall: 0.8196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.8176, kappa: 0.6306, kb_relative_information_score: 0.5914, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.4948, weighted_recall: 0.818, number_of_instances: 14980, precision: 0.8178, predictive_accuracy: 0.818, prior_entropy: 0.9924, relative_absolute_error: 0.4151, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.7391, unweighted_recall: 0.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.7314, kappa: 0.456, kb_relative_information_score: 0.3669, mean_absolute_error: 0.3207, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7321, number_of_instances: 14980, precision: 0.7313, predictive_accuracy: 0.7321, prior_entropy: 0.9924, relative_absolute_error: 0.6482, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4263, root_relative_squared_error: 0.8572, unweighted_recall: 0.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.8273, kappa: 0.6504, kb_relative_information_score: 0.6412, mean_absolute_error: 0.1774, 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: 0.3585, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3891, root_relative_squared_error: 0.7823, unweighted_recall: 0.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.8274, kappa: 0.6506, kb_relative_information_score: 0.6234, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8278, number_of_instances: 14980, precision: 0.8276, predictive_accuracy: 0.8278, prior_entropy: 0.9924, relative_absolute_error: 0.3798, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3717, root_relative_squared_error: 0.7473, unweighted_recall: 0.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.8211, kappa: 0.638, kb_relative_information_score: 0.5994, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8214, number_of_instances: 14980, precision: 0.8212, predictive_accuracy: 0.8214, prior_entropy: 0.9924, relative_absolute_error: 0.4062, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3705, root_relative_squared_error: 0.7449, unweighted_recall: 0.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.8322, kappa: 0.6606, kb_relative_information_score: 0.6334, mean_absolute_error: 0.1827, 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: 0.3693, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3662, root_relative_squared_error: 0.7363, unweighted_recall: 0.8298,
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: 0.8461, f_measure: 0.8404, kappa: 0.6771, kb_relative_information_score: 0.6744, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8405, number_of_instances: 14980, precision: 0.8403, predictive_accuracy: 0.8405, prior_entropy: 0.9924, relative_absolute_error: 0.3242, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.393, root_relative_squared_error: 0.7902, unweighted_recall: 0.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.8321, kappa: 0.6603, kb_relative_information_score: 0.6568, mean_absolute_error: 0.1693, 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: 0.3421, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.388, root_relative_squared_error: 0.7802, unweighted_recall: 0.8294,
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: 0.8745, f_measure: 0.8142, kappa: 0.6239, kb_relative_information_score: 0.5885, mean_absolute_error: 0.2059, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8145, number_of_instances: 14980, precision: 0.8142, predictive_accuracy: 0.8145, prior_entropy: 0.9924, relative_absolute_error: 0.4162, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.38, root_relative_squared_error: 0.7641, unweighted_recall: 0.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8234, kappa: 0.6425, kb_relative_information_score: 0.5915, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8237, number_of_instances: 14980, precision: 0.8234, predictive_accuracy: 0.8237, prior_entropy: 0.9924, relative_absolute_error: 0.4175, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3591, root_relative_squared_error: 0.722, unweighted_recall: 0.8202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8179, kappa: 0.6316, kb_relative_information_score: 0.5777, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8181, number_of_instances: 14980, precision: 0.8178, predictive_accuracy: 0.8181, prior_entropy: 0.9924, relative_absolute_error: 0.4314, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.363, root_relative_squared_error: 0.7298, unweighted_recall: 0.8151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8874, f_measure: 0.8084, kappa: 0.6121, kb_relative_information_score: 0.5538, mean_absolute_error: 0.226, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8087, number_of_instances: 14980, precision: 0.8084, predictive_accuracy: 0.8087, prior_entropy: 0.9924, relative_absolute_error: 0.4567, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.7422, unweighted_recall: 0.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8504, f_measure: 0.7806, kappa: 0.5556, kb_relative_information_score: 0.4944, mean_absolute_error: 0.2555, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7813, number_of_instances: 14980, precision: 0.7809, predictive_accuracy: 0.7813, prior_entropy: 0.9924, relative_absolute_error: 0.5164, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3997, root_relative_squared_error: 0.8037, unweighted_recall: 0.7763,
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: 0.8854, f_measure: 0.8383, kappa: 0.6728, kb_relative_information_score: 0.6543, mean_absolute_error: 0.1719, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8387, number_of_instances: 14980, precision: 0.8385, predictive_accuracy: 0.8387, prior_entropy: 0.9924, relative_absolute_error: 0.3475, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.7296, unweighted_recall: 0.8353,
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,

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