OpenML
Supervised Classification on electricity

Supervised Classification on electricity

Task 219 Supervised Classification electricity 77734 runs submitted
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  • at2 mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_70 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.8559, kappa: 0.7044, kb_relative_information_score: 0.5584, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8564, number_of_instances: 45312, precision: 0.8561, predictive_accuracy: 0.8564, prior_entropy: 0.9835, relative_absolute_error: 0.472, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.652, unweighted_recall: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.7855, kappa: 0.5588, kb_relative_information_score: 0.3887, mean_absolute_error: 0.3171, mean_prior_absolute_error: 0.4886, weighted_recall: 0.791, number_of_instances: 45312, precision: 0.7967, predictive_accuracy: 0.791, prior_entropy: 0.9835, relative_absolute_error: 0.6489, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3767, root_relative_squared_error: 0.7622, unweighted_recall: 0.7709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8756, kappa: 0.7451, kb_relative_information_score: 0.6348, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8758, number_of_instances: 45312, precision: 0.8756, predictive_accuracy: 0.8758, prior_entropy: 0.9835, relative_absolute_error: 0.3888, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.6047, unweighted_recall: 0.8714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.8186, kappa: 0.6268, kb_relative_information_score: 0.4597, mean_absolute_error: 0.2806, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8203, number_of_instances: 45312, precision: 0.8206, predictive_accuracy: 0.8203, prior_entropy: 0.9835, relative_absolute_error: 0.5742, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3571, root_relative_squared_error: 0.7225, unweighted_recall: 0.8089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8811, kappa: 0.7562, kb_relative_information_score: 0.6395, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8812, number_of_instances: 45312, precision: 0.881, predictive_accuracy: 0.8812, prior_entropy: 0.9835, relative_absolute_error: 0.3854, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.294, root_relative_squared_error: 0.5947, unweighted_recall: 0.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.8786, kappa: 0.7512, kb_relative_information_score: 0.6334, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8787, number_of_instances: 45312, precision: 0.8785, predictive_accuracy: 0.8787, prior_entropy: 0.9835, relative_absolute_error: 0.3917, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.6003, unweighted_recall: 0.8747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8845, kappa: 0.7634, kb_relative_information_score: 0.6631, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8846, number_of_instances: 45312, precision: 0.8844, predictive_accuracy: 0.8846, prior_entropy: 0.9835, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2882, root_relative_squared_error: 0.5831, unweighted_recall: 0.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.8773, kappa: 0.7485, kb_relative_information_score: 0.6282, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8775, number_of_instances: 45312, precision: 0.8773, predictive_accuracy: 0.8775, prior_entropy: 0.9835, relative_absolute_error: 0.3974, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.6032, unweighted_recall: 0.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.862, kappa: 0.7168, kb_relative_information_score: 0.5796, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8624, number_of_instances: 45312, precision: 0.8621, predictive_accuracy: 0.8624, prior_entropy: 0.9835, relative_absolute_error: 0.4496, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3145, root_relative_squared_error: 0.6362, unweighted_recall: 0.8565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8785, kappa: 0.751, kb_relative_information_score: 0.649, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8787, number_of_instances: 45312, precision: 0.8785, predictive_accuracy: 0.8787, prior_entropy: 0.9835, relative_absolute_error: 0.373, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.5962, unweighted_recall: 0.8743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.8641, kappa: 0.7216, kb_relative_information_score: 0.6106, mean_absolute_error: 0.2015, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8642, number_of_instances: 45312, precision: 0.864, predictive_accuracy: 0.8642, prior_entropy: 0.9835, relative_absolute_error: 0.4125, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3122, root_relative_squared_error: 0.6316, unweighted_recall: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8642, kappa: 0.7215, kb_relative_information_score: 0.594, mean_absolute_error: 0.2115, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8645, number_of_instances: 45312, precision: 0.8642, predictive_accuracy: 0.8645, prior_entropy: 0.9835, relative_absolute_error: 0.4328, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3119, root_relative_squared_error: 0.6311, unweighted_recall: 0.8594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.8593, kappa: 0.7112, kb_relative_information_score: 0.5687, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8597, number_of_instances: 45312, precision: 0.8594, predictive_accuracy: 0.8597, prior_entropy: 0.9835, relative_absolute_error: 0.4613, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.318, root_relative_squared_error: 0.6433, unweighted_recall: 0.8535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.88, kappa: 0.7542, kb_relative_information_score: 0.6596, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8801, number_of_instances: 45312, precision: 0.8799, predictive_accuracy: 0.8801, prior_entropy: 0.9835, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.597, unweighted_recall: 0.8765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8693, kappa: 0.732, kb_relative_information_score: 0.5948, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8697, number_of_instances: 45312, precision: 0.8694, predictive_accuracy: 0.8697, prior_entropy: 0.9835, relative_absolute_error: 0.4336, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3086, root_relative_squared_error: 0.6243, unweighted_recall: 0.8642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.8541, kappa: 0.7007, kb_relative_information_score: 0.5576, mean_absolute_error: 0.2308, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8546, number_of_instances: 45312, precision: 0.8543, predictive_accuracy: 0.8546, prior_entropy: 0.9835, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.323, root_relative_squared_error: 0.6536, unweighted_recall: 0.8482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.8743, kappa: 0.7423, kb_relative_information_score: 0.6225, mean_absolute_error: 0.197, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8745, number_of_instances: 45312, precision: 0.8743, predictive_accuracy: 0.8745, prior_entropy: 0.9835, relative_absolute_error: 0.4031, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.6087, unweighted_recall: 0.8699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.8719, kappa: 0.7375, kb_relative_information_score: 0.6232, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8721, number_of_instances: 45312, precision: 0.8719, predictive_accuracy: 0.8721, prior_entropy: 0.9835, relative_absolute_error: 0.4011, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6118, unweighted_recall: 0.8677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.8786, kappa: 0.7513, kb_relative_information_score: 0.6411, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8788, number_of_instances: 45312, precision: 0.8786, predictive_accuracy: 0.8788, prior_entropy: 0.9835, relative_absolute_error: 0.3824, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.5977, unweighted_recall: 0.8746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.8825, kappa: 0.7594, kb_relative_information_score: 0.6696, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8827, number_of_instances: 45312, precision: 0.8825, predictive_accuracy: 0.8827, prior_entropy: 0.9835, relative_absolute_error: 0.3498, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.5905, unweighted_recall: 0.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8682, kappa: 0.7297, kb_relative_information_score: 0.6035, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8685, number_of_instances: 45312, precision: 0.8682, predictive_accuracy: 0.8685, prior_entropy: 0.9835, relative_absolute_error: 0.4232, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3078, root_relative_squared_error: 0.6226, unweighted_recall: 0.8633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.764, kappa: 0.5157, kb_relative_information_score: 0.3154, mean_absolute_error: 0.3544, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7726, number_of_instances: 45312, precision: 0.7829, predictive_accuracy: 0.7726, prior_entropy: 0.9835, relative_absolute_error: 0.7253, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.8015, unweighted_recall: 0.7478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8476, kappa: 0.6871, kb_relative_information_score: 0.535, mean_absolute_error: 0.2426, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8482, number_of_instances: 45312, precision: 0.8478, predictive_accuracy: 0.8482, prior_entropy: 0.9835, relative_absolute_error: 0.4965, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.331, root_relative_squared_error: 0.6696, unweighted_recall: 0.8412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.8715, kappa: 0.7366, kb_relative_information_score: 0.6117, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8718, number_of_instances: 45312, precision: 0.8715, predictive_accuracy: 0.8718, prior_entropy: 0.9835, relative_absolute_error: 0.4153, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.6133, unweighted_recall: 0.8669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.8621, kappa: 0.7172, kb_relative_information_score: 0.5909, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8624, number_of_instances: 45312, precision: 0.8621, predictive_accuracy: 0.8624, prior_entropy: 0.9835, relative_absolute_error: 0.4356, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3146, root_relative_squared_error: 0.6366, unweighted_recall: 0.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.8597, kappa: 0.7123, kb_relative_information_score: 0.5941, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8599, number_of_instances: 45312, precision: 0.8596, predictive_accuracy: 0.8599, prior_entropy: 0.9835, relative_absolute_error: 0.4307, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3168, root_relative_squared_error: 0.6409, unweighted_recall: 0.8548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.8818, kappa: 0.7579, kb_relative_information_score: 0.6516, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.4886, weighted_recall: 0.882, number_of_instances: 45312, precision: 0.8818, predictive_accuracy: 0.882, prior_entropy: 0.9835, relative_absolute_error: 0.371, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.5905, unweighted_recall: 0.8781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8811, kappa: 0.7564, kb_relative_information_score: 0.6354, mean_absolute_error: 0.1907, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8813, number_of_instances: 45312, precision: 0.8811, predictive_accuracy: 0.8813, prior_entropy: 0.9835, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2946, root_relative_squared_error: 0.596, unweighted_recall: 0.8772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.8839, kappa: 0.7621, kb_relative_information_score: 0.6643, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.4886, weighted_recall: 0.884, number_of_instances: 45312, precision: 0.8838, predictive_accuracy: 0.884, prior_entropy: 0.9835, relative_absolute_error: 0.3571, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2886, root_relative_squared_error: 0.584, unweighted_recall: 0.8801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8808, kappa: 0.7559, kb_relative_information_score: 0.6488, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.4886, weighted_recall: 0.881, number_of_instances: 45312, precision: 0.8808, predictive_accuracy: 0.881, prior_entropy: 0.9835, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.5937, unweighted_recall: 0.8771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.8784, kappa: 0.7507, kb_relative_information_score: 0.6331, mean_absolute_error: 0.1918, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8786, number_of_instances: 45312, precision: 0.8784, predictive_accuracy: 0.8786, prior_entropy: 0.9835, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.5976, unweighted_recall: 0.8741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8703, kappa: 0.7341, kb_relative_information_score: 0.6167, mean_absolute_error: 0.1996, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8705, number_of_instances: 45312, precision: 0.8703, predictive_accuracy: 0.8705, prior_entropy: 0.9835, relative_absolute_error: 0.4086, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.6148, unweighted_recall: 0.8658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.8555, kappa: 0.7035, kb_relative_information_score: 0.5585, mean_absolute_error: 0.2304, mean_prior_absolute_error: 0.4886, weighted_recall: 0.856, number_of_instances: 45312, precision: 0.8557, predictive_accuracy: 0.856, prior_entropy: 0.9835, relative_absolute_error: 0.4716, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.6537, unweighted_recall: 0.8497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.865, kappa: 0.7231, kb_relative_information_score: 0.5907, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8654, number_of_instances: 45312, precision: 0.8651, predictive_accuracy: 0.8654, prior_entropy: 0.9835, relative_absolute_error: 0.4375, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.311, root_relative_squared_error: 0.6292, unweighted_recall: 0.8598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8674, kappa: 0.728, kb_relative_information_score: 0.5976, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8677, number_of_instances: 45312, precision: 0.8675, predictive_accuracy: 0.8677, prior_entropy: 0.9835, relative_absolute_error: 0.4303, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3085, root_relative_squared_error: 0.6241, unweighted_recall: 0.8622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8797, kappa: 0.7536, kb_relative_information_score: 0.6512, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8799, number_of_instances: 45312, precision: 0.8797, predictive_accuracy: 0.8799, prior_entropy: 0.9835, relative_absolute_error: 0.3705, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2946, root_relative_squared_error: 0.596, unweighted_recall: 0.8761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.8777, kappa: 0.7494, kb_relative_information_score: 0.6524, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8778, number_of_instances: 45312, precision: 0.8777, predictive_accuracy: 0.8778, prior_entropy: 0.9835, relative_absolute_error: 0.3687, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.5964, unweighted_recall: 0.8739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.8835, kappa: 0.7612, kb_relative_information_score: 0.6599, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8837, number_of_instances: 45312, precision: 0.8835, predictive_accuracy: 0.8837, prior_entropy: 0.9835, relative_absolute_error: 0.362, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.5859, unweighted_recall: 0.8796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8446, kappa: 0.6809, kb_relative_information_score: 0.5247, mean_absolute_error: 0.2478, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8453, number_of_instances: 45312, precision: 0.845, predictive_accuracy: 0.8453, prior_entropy: 0.9835, relative_absolute_error: 0.5071, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.6774, unweighted_recall: 0.8378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8684, kappa: 0.7301, kb_relative_information_score: 0.6027, mean_absolute_error: 0.2075, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8688, number_of_instances: 45312, precision: 0.8685, predictive_accuracy: 0.8688, prior_entropy: 0.9835, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3072, root_relative_squared_error: 0.6214, unweighted_recall: 0.8633,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.8277, kappa: 0.6459, kb_relative_information_score: 0.4819, mean_absolute_error: 0.2694, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8289, number_of_instances: 45312, precision: 0.8288, predictive_accuracy: 0.8289, prior_entropy: 0.9835, relative_absolute_error: 0.5513, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.708, unweighted_recall: 0.8193,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8721, kappa: 0.738, kb_relative_information_score: 0.6375, mean_absolute_error: 0.1876, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8723, number_of_instances: 45312, precision: 0.8721, predictive_accuracy: 0.8723, prior_entropy: 0.9835, relative_absolute_error: 0.384, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.6112, unweighted_recall: 0.868,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9527, f_measure: 0.8821, kappa: 0.7584, kb_relative_information_score: 0.6481, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8822, number_of_instances: 45312, precision: 0.882, predictive_accuracy: 0.8822, prior_entropy: 0.9835, relative_absolute_error: 0.3752, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.292, root_relative_squared_error: 0.5907, unweighted_recall: 0.8783,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8906, f_measure: 0.8097, kappa: 0.6107, kb_relative_information_score: 0.5325, mean_absolute_error: 0.2343, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8097, number_of_instances: 45312, precision: 0.8098, predictive_accuracy: 0.8097, prior_entropy: 0.9835, relative_absolute_error: 0.4795, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3637, root_relative_squared_error: 0.7358, unweighted_recall: 0.8055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7013, f_measure: 0.631, kappa: 0.2514, kb_relative_information_score: 0.156, mean_absolute_error: 0.4177, mean_prior_absolute_error: 0.4886, weighted_recall: 0.6551, number_of_instances: 45312, precision: 0.6579, predictive_accuracy: 0.6551, prior_entropy: 0.9835, relative_absolute_error: 0.8548, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4583, root_relative_squared_error: 0.9271, unweighted_recall: 0.6185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.8419, kappa: 0.6765, kb_relative_information_score: 0.6228, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8418, number_of_instances: 45312, precision: 0.8419, predictive_accuracy: 0.8418, prior_entropy: 0.9835, relative_absolute_error: 0.3848, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.679, unweighted_recall: 0.8385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.7826, kappa: 0.5543, kb_relative_information_score: 0.4451, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.4886, weighted_recall: 0.783, number_of_instances: 45312, precision: 0.7824, predictive_accuracy: 0.783, prior_entropy: 0.9835, relative_absolute_error: 0.5731, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3829, root_relative_squared_error: 0.7746, unweighted_recall: 0.7762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8514, kappa: 0.696, kb_relative_information_score: 0.6316, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8513, number_of_instances: 45312, precision: 0.8515, predictive_accuracy: 0.8513, prior_entropy: 0.9835, relative_absolute_error: 0.3784, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.6589, unweighted_recall: 0.8484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6986, f_measure: 0.6611, kappa: 0.3243, kb_relative_information_score: 0.2029, mean_absolute_error: 0.3993, mean_prior_absolute_error: 0.4886, weighted_recall: 0.6939, number_of_instances: 45312, precision: 0.7287, predictive_accuracy: 0.6939, prior_entropy: 0.9835, relative_absolute_error: 0.8173, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4475, root_relative_squared_error: 0.9054, unweighted_recall: 0.6503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.8731, kappa: 0.7405, kb_relative_information_score: 0.6927, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.4886, weighted_recall: 0.873, number_of_instances: 45312, precision: 0.8732, predictive_accuracy: 0.873, prior_entropy: 0.9835, relative_absolute_error: 0.3141, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3047, root_relative_squared_error: 0.6164, unweighted_recall: 0.8707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.8083, kappa: 0.6069, kb_relative_information_score: 0.5106, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8088, number_of_instances: 45312, precision: 0.8082, predictive_accuracy: 0.8088, prior_entropy: 0.9835, relative_absolute_error: 0.5062, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3678, root_relative_squared_error: 0.7442, unweighted_recall: 0.8021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.8635, kappa: 0.7209, kb_relative_information_score: 0.6802, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8635, number_of_instances: 45312, precision: 0.8636, predictive_accuracy: 0.8635, prior_entropy: 0.9835, relative_absolute_error: 0.3253, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3155, root_relative_squared_error: 0.6384, unweighted_recall: 0.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.7995, kappa: 0.589, kb_relative_information_score: 0.4814, mean_absolute_error: 0.2622, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7998, number_of_instances: 45312, precision: 0.7993, predictive_accuracy: 0.7998, prior_entropy: 0.9835, relative_absolute_error: 0.5367, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3707, root_relative_squared_error: 0.75, unweighted_recall: 0.7937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8729, f_measure: 0.79, kappa: 0.5695, kb_relative_information_score: 0.4624, mean_absolute_error: 0.2716, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7903, number_of_instances: 45312, precision: 0.7898, predictive_accuracy: 0.7903, prior_entropy: 0.9835, relative_absolute_error: 0.5558, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3782, root_relative_squared_error: 0.7652, unweighted_recall: 0.7838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.8028, kappa: 0.596, kb_relative_information_score: 0.5018, mean_absolute_error: 0.251, mean_prior_absolute_error: 0.4886, weighted_recall: 0.803, number_of_instances: 45312, precision: 0.8027, predictive_accuracy: 0.803, prior_entropy: 0.9835, relative_absolute_error: 0.5137, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3685, root_relative_squared_error: 0.7456, unweighted_recall: 0.7975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.8824, kappa: 0.76, kb_relative_information_score: 0.7479, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8822, number_of_instances: 45312, precision: 0.8831, predictive_accuracy: 0.8822, prior_entropy: 0.9835, relative_absolute_error: 0.2516, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3108, root_relative_squared_error: 0.6288, unweighted_recall: 0.8817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8858, f_measure: 0.8261, kappa: 0.645, kb_relative_information_score: 0.6101, mean_absolute_error: 0.192, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8258, number_of_instances: 45312, precision: 0.8268, predictive_accuracy: 0.8258, prior_entropy: 0.9835, relative_absolute_error: 0.393, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3636, root_relative_squared_error: 0.7356, unweighted_recall: 0.8239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.843, f_measure: 0.7599, kappa: 0.5075, kb_relative_information_score: 0.3894, mean_absolute_error: 0.3074, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7607, number_of_instances: 45312, precision: 0.7597, predictive_accuracy: 0.7607, prior_entropy: 0.9835, relative_absolute_error: 0.6291, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.8071, unweighted_recall: 0.7523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8008, f_measure: 0.7179, kappa: 0.4195, kb_relative_information_score: 0.2993, mean_absolute_error: 0.351, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7212, number_of_instances: 45312, precision: 0.7192, predictive_accuracy: 0.7212, prior_entropy: 0.9835, relative_absolute_error: 0.7183, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.422, root_relative_squared_error: 0.8538, unweighted_recall: 0.7062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.868, kappa: 0.7299, kb_relative_information_score: 0.6836, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8679, number_of_instances: 45312, precision: 0.8681, predictive_accuracy: 0.8679, prior_entropy: 0.9835, relative_absolute_error: 0.3223, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3143, root_relative_squared_error: 0.6358, unweighted_recall: 0.8654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8544, f_measure: 0.7708, kappa: 0.5301, kb_relative_information_score: 0.4144, mean_absolute_error: 0.2954, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7714, number_of_instances: 45312, precision: 0.7706, predictive_accuracy: 0.7714, prior_entropy: 0.9835, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3916, root_relative_squared_error: 0.7924, unweighted_recall: 0.7639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8551, kappa: 0.7035, kb_relative_information_score: 0.6443, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.4886, weighted_recall: 0.855, number_of_instances: 45312, precision: 0.8551, predictive_accuracy: 0.855, prior_entropy: 0.9835, relative_absolute_error: 0.3647, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.323, root_relative_squared_error: 0.6536, unweighted_recall: 0.8519,

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

OpenML APIs