OpenML
Supervised Classification on eeg-eye-state

Supervised Classification on eeg-eye-state

Task 9983 Supervised Classification eeg-eye-state 97291 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8732, f_measure: 0.7864, kappa: 0.5673, kb_relative_information_score: 0.3378, mean_absolute_error: 0.3475, mean_prior_absolute_error: 0.4948, weighted_recall: 0.7888, number_of_instances: 14980, precision: 0.791, predictive_accuracy: 0.7888, prior_entropy: 0.9924, relative_absolute_error: 0.7024, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3907, root_relative_squared_error: 0.7856, unweighted_recall: 0.7798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.8747, kappa: 0.7464, kb_relative_information_score: 0.6163, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8749, number_of_instances: 14980, precision: 0.8748, predictive_accuracy: 0.8749, prior_entropy: 0.9924, relative_absolute_error: 0.4121, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3035, root_relative_squared_error: 0.6103, unweighted_recall: 0.8721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.8699, kappa: 0.7367, kb_relative_information_score: 0.6023, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8702, number_of_instances: 14980, precision: 0.8702, predictive_accuracy: 0.8702, prior_entropy: 0.9924, relative_absolute_error: 0.4272, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.62, unweighted_recall: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.8807, kappa: 0.7586, kb_relative_information_score: 0.6708, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8808, number_of_instances: 14980, precision: 0.8808, predictive_accuracy: 0.8808, prior_entropy: 0.9924, relative_absolute_error: 0.349, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2953, root_relative_squared_error: 0.5937, unweighted_recall: 0.8784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8475, kappa: 0.691, kb_relative_information_score: 0.4961, mean_absolute_error: 0.2684, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8481, number_of_instances: 14980, precision: 0.8486, predictive_accuracy: 0.8481, prior_entropy: 0.9924, relative_absolute_error: 0.5425, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3374, root_relative_squared_error: 0.6785, unweighted_recall: 0.8432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.8362, kappa: 0.6682, kb_relative_information_score: 0.4713, mean_absolute_error: 0.2808, mean_prior_absolute_error: 0.4948, weighted_recall: 0.837, number_of_instances: 14980, precision: 0.8376, predictive_accuracy: 0.837, prior_entropy: 0.9924, relative_absolute_error: 0.5676, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.347, root_relative_squared_error: 0.6977, unweighted_recall: 0.8316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.8777, kappa: 0.7525, kb_relative_information_score: 0.6141, mean_absolute_error: 0.2058, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8779, number_of_instances: 14980, precision: 0.8778, predictive_accuracy: 0.8779, prior_entropy: 0.9924, relative_absolute_error: 0.4159, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3017, root_relative_squared_error: 0.6066, unweighted_recall: 0.8752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.8718, kappa: 0.7405, kb_relative_information_score: 0.6133, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8721, number_of_instances: 14980, precision: 0.8721, predictive_accuracy: 0.8721, prior_entropy: 0.9924, relative_absolute_error: 0.4152, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.6107, unweighted_recall: 0.8689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.8553, kappa: 0.7069, kb_relative_information_score: 0.5523, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8557, number_of_instances: 14980, precision: 0.8559, predictive_accuracy: 0.8557, prior_entropy: 0.9924, relative_absolute_error: 0.4811, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.65, unweighted_recall: 0.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.8828, kappa: 0.763, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.4948, weighted_recall: 0.883, number_of_instances: 14980, precision: 0.8829, predictive_accuracy: 0.883, prior_entropy: 0.9924, relative_absolute_error: 0.326, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.29, root_relative_squared_error: 0.5831, unweighted_recall: 0.8807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8451, kappa: 0.6862, kb_relative_information_score: 0.5042, mean_absolute_error: 0.2635, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8458, number_of_instances: 14980, precision: 0.8463, predictive_accuracy: 0.8458, prior_entropy: 0.9924, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.679, unweighted_recall: 0.8407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.8763, kappa: 0.7497, kb_relative_information_score: 0.6324, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8765, number_of_instances: 14980, precision: 0.8764, predictive_accuracy: 0.8765, prior_entropy: 0.9924, relative_absolute_error: 0.3944, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.6003, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8855, kappa: 0.7683, kb_relative_information_score: 0.6454, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.4948, weighted_recall: 0.8856, number_of_instances: 14980, precision: 0.8856, predictive_accuracy: 0.8856, prior_entropy: 0.9924, relative_absolute_error: 0.3818, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.5839, unweighted_recall: 0.8832,
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,
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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,
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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,
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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,
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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,
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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,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs