OpenML
Supervised Classification on electricity

Supervised Classification on electricity

Task 146012 Supervised Classification electricity 25374 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6683, f_measure: 0.5355, kappa: 0.1765, kb_relative_information_score: 5305.7305, mean_absolute_error: 0.4331, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.6425, predictive_accuracy: 0.5586, prior_entropy: 0.9835, recall: 0.5586, relative_absolute_error: 0.8863, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4648, root_relative_squared_error: 0.9404, scimark_benchmark: 1249.1783, usercpu_time_millis: 1024.739, usercpu_time_millis_testing: -0.041, usercpu_time_millis_training: 1024.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8095, f_measure: 0.7392, kappa: 0.4655, kb_relative_information_score: 10090.7677, mean_absolute_error: 0.3961, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7596, predictive_accuracy: 0.7498, prior_entropy: 0.9835, recall: 0.7498, relative_absolute_error: 0.8106, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4268, root_relative_squared_error: 0.8635, scimark_benchmark: 1270.6968, usercpu_time_millis: 1.812, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 1.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1273.1477, usercpu_time_millis: 1.467, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 1.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8243, f_measure: 0.7504, kappa: 0.4867, kb_relative_information_score: 13935.9794, mean_absolute_error: 0.354, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7602, predictive_accuracy: 0.7569, prior_entropy: 0.9835, recall: 0.7569, relative_absolute_error: 0.7245, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4093, root_relative_squared_error: 0.8281, scimark_benchmark: 1251.4974, usercpu_time_millis: 2.523, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 2.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1269.6448, usercpu_time_millis: 1.777, usercpu_time_millis_testing: 0.432, usercpu_time_millis_training: 1.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1261.3492, usercpu_time_millis: 1.483, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 1.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1265.7852, usercpu_time_millis: 1.973, usercpu_time_millis_testing: 0.453, usercpu_time_millis_training: 1.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8229, f_measure: 0.7529, kappa: 0.4918, kb_relative_information_score: 14523.6202, mean_absolute_error: 0.3474, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7622, predictive_accuracy: 0.7591, prior_entropy: 0.9835, recall: 0.7591, relative_absolute_error: 0.711, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.8258, scimark_benchmark: 1260.7526, usercpu_time_millis: 2.754, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 2.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.7534, kappa: 0.4926, kb_relative_information_score: 15196.0553, mean_absolute_error: 0.3393, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7608, predictive_accuracy: 0.7589, prior_entropy: 0.9835, recall: 0.7589, relative_absolute_error: 0.6943, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4063, root_relative_squared_error: 0.8221, scimark_benchmark: 1249.5284, usercpu_time_millis: 2.703, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 2.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7683, f_measure: 0.4872, kappa: 0.0807, kb_relative_information_score: 2363.3097, mean_absolute_error: 0.4696, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7334, predictive_accuracy: 0.6049, prior_entropy: 0.9835, recall: 0.6049, relative_absolute_error: 0.961, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4766, root_relative_squared_error: 0.9643, scimark_benchmark: 1249.646, usercpu_time_millis: 1.958, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 1.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1236.0963, usercpu_time_millis: 1.522, usercpu_time_millis_testing: 0.332, usercpu_time_millis_training: 1.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1250.7327, usercpu_time_millis: 1.621, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 1.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, f_measure: 0.6615, kappa: 0.3282, kb_relative_information_score: 10574.1932, mean_absolute_error: 0.3824, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.6805, predictive_accuracy: 0.6601, prior_entropy: 0.9835, recall: 0.6601, relative_absolute_error: 0.7826, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4359, root_relative_squared_error: 0.8819, scimark_benchmark: 1251.2888, usercpu_time_millis: 474.248, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 474.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7997, f_measure: 0.7239, kappa: 0.4386, kb_relative_information_score: 7723.0746, mean_absolute_error: 0.4207, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7624, predictive_accuracy: 0.7407, prior_entropy: 0.9835, recall: 0.7407, relative_absolute_error: 0.861, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4405, root_relative_squared_error: 0.8912, scimark_benchmark: 1272.486, usercpu_time_millis: 1.116, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 1.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1273.6723, usercpu_time_millis: 1.022, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 0.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1270.3386, usercpu_time_millis: 1.303, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 1.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8271, f_measure: 0.7553, kappa: 0.4963, kb_relative_information_score: 15677.3395, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7617, predictive_accuracy: 0.7603, prior_entropy: 0.9835, recall: 0.7603, relative_absolute_error: 0.6826, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8207, scimark_benchmark: 1263.4771, usercpu_time_millis: 2.353, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 2.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1264.2651, usercpu_time_millis: 1.23, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8267, f_measure: 0.7535, kappa: 0.4928, kb_relative_information_score: 15211.205, mean_absolute_error: 0.339, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7608, predictive_accuracy: 0.7589, prior_entropy: 0.9835, recall: 0.7589, relative_absolute_error: 0.6939, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4063, root_relative_squared_error: 0.8219, scimark_benchmark: 1235.1306, usercpu_time_millis: 2.535, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 2.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1255.1476, usercpu_time_millis: 1.251, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1256.4582, usercpu_time_millis: 1.216, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1266.7222, usercpu_time_millis: 1.777, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 1.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8245, f_measure: 0.7508, kappa: 0.4874, kb_relative_information_score: 14172.3358, mean_absolute_error: 0.3513, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7602, predictive_accuracy: 0.7572, prior_entropy: 0.9835, recall: 0.7572, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4086, root_relative_squared_error: 0.8267, scimark_benchmark: 1239.3596, usercpu_time_millis: 2.54, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 2.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8208, f_measure: 0.7509, kappa: 0.4879, kb_relative_information_score: 13291.5352, mean_absolute_error: 0.3615, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7624, predictive_accuracy: 0.758, prior_entropy: 0.9835, recall: 0.758, relative_absolute_error: 0.7399, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4117, root_relative_squared_error: 0.833, scimark_benchmark: 1241.2982, usercpu_time_millis: 2.337, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 2.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1234.8673, usercpu_time_millis: 1.651, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 1.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1245.6257, usercpu_time_millis: 1.569, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 1.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7938, f_measure: 0.7124, kappa: 0.4157, kb_relative_information_score: 7216.4045, mean_absolute_error: 0.425, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7507, predictive_accuracy: 0.7303, prior_entropy: 0.9835, recall: 0.7303, relative_absolute_error: 0.8698, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4438, root_relative_squared_error: 0.898, scimark_benchmark: 1269.883, usercpu_time_millis: 1.414, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 1.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1260.5432, usercpu_time_millis: 1.311, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 1.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8014, f_measure: 0.7344, kappa: 0.4576, kb_relative_information_score: 8780.1612, mean_absolute_error: 0.4101, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7637, predictive_accuracy: 0.7478, prior_entropy: 0.9835, recall: 0.7478, relative_absolute_error: 0.8394, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4344, root_relative_squared_error: 0.8789, scimark_benchmark: 1271.5807, usercpu_time_millis: 1.753, usercpu_time_millis_testing: 0.002, usercpu_time_millis_training: 1.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1268.9083, usercpu_time_millis: 1.137, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 1.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1264.3965, usercpu_time_millis: 1.147, usercpu_time_millis_testing: 0.145, usercpu_time_millis_training: 1.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1250.6607, usercpu_time_millis: 1.15, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 0.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1259.3409, usercpu_time_millis: 1.997, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 1.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, f_measure: 0.7518, kappa: 0.4896, kb_relative_information_score: 13856.6936, mean_absolute_error: 0.3552, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7621, predictive_accuracy: 0.7584, prior_entropy: 0.9835, recall: 0.7584, relative_absolute_error: 0.7269, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4106, root_relative_squared_error: 0.8307, scimark_benchmark: 1266.0161, usercpu_time_millis: 2.453, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 2.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1274.8388, usercpu_time_millis: 2.238, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 1.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1243.1056, usercpu_time_millis: 1.564, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 1.281,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7779, f_measure: 0.5997, kappa: 0.2324, kb_relative_information_score: 3900.6459, mean_absolute_error: 0.4562, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7333, predictive_accuracy: 0.6607, prior_entropy: 0.9835, recall: 0.6607, relative_absolute_error: 0.9337, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4657, root_relative_squared_error: 0.9423, scimark_benchmark: 1236.6138, usercpu_time_millis: 1.79, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 1.682,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1259.1224, usercpu_time_millis: 1.217, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 0.935,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1265.1761, usercpu_time_millis: 1.402, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 1.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8208, f_measure: 0.7522, kappa: 0.4903, kb_relative_information_score: 14123.8944, mean_absolute_error: 0.3521, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7621, predictive_accuracy: 0.7586, prior_entropy: 0.9835, recall: 0.7586, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4095, root_relative_squared_error: 0.8284, scimark_benchmark: 1266.9815, usercpu_time_millis: 2.024, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 1.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.7532, kappa: 0.4922, kb_relative_information_score: 15038.5326, mean_absolute_error: 0.3413, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7613, predictive_accuracy: 0.7589, prior_entropy: 0.9835, recall: 0.7589, relative_absolute_error: 0.6984, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.823, scimark_benchmark: 1261.0017, usercpu_time_millis: 3.665, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 3.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1265.865, usercpu_time_millis: 1.281, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 0.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8257, f_measure: 0.7526, kappa: 0.491, kb_relative_information_score: 14929.9326, mean_absolute_error: 0.3425, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7607, predictive_accuracy: 0.7584, prior_entropy: 0.9835, recall: 0.7584, relative_absolute_error: 0.7009, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.8231, scimark_benchmark: 1249.6953, usercpu_time_millis: 2.395, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 2.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8258, f_measure: 0.7522, kappa: 0.4902, kb_relative_information_score: 14908.3084, mean_absolute_error: 0.3427, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7603, predictive_accuracy: 0.758, prior_entropy: 0.9835, recall: 0.758, relative_absolute_error: 0.7014, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4069, root_relative_squared_error: 0.8232, scimark_benchmark: 1262.0188, usercpu_time_millis: 2.438, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 2.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8224, f_measure: 0.7504, kappa: 0.4868, kb_relative_information_score: 13286.7844, mean_absolute_error: 0.3615, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7615, predictive_accuracy: 0.7573, prior_entropy: 0.9835, recall: 0.7573, relative_absolute_error: 0.7398, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.8326, scimark_benchmark: 1264.2592, usercpu_time_millis: 2.168, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 2.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.7534, kappa: 0.4927, kb_relative_information_score: 14785.0356, mean_absolute_error: 0.3443, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7621, predictive_accuracy: 0.7594, prior_entropy: 0.9835, recall: 0.7594, relative_absolute_error: 0.7047, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4074, root_relative_squared_error: 0.8243, scimark_benchmark: 1241.4136, usercpu_time_millis: 2.492, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 2.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.6829, kappa: 0.3652, kb_relative_information_score: 5656.5704, mean_absolute_error: 0.4402, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7483, predictive_accuracy: 0.7115, prior_entropy: 0.9835, recall: 0.7115, relative_absolute_error: 0.9008, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4538, root_relative_squared_error: 0.9182, scimark_benchmark: 1264.426, usercpu_time_millis: 1.784, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 1.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1255.1021, usercpu_time_millis: 1.603, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 1.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1259.9924, usercpu_time_millis: 1.637, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 1.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.7201, kappa: 0.4321, kb_relative_information_score: 7424.0113, mean_absolute_error: 0.4237, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7623, predictive_accuracy: 0.7382, prior_entropy: 0.9835, recall: 0.7382, relative_absolute_error: 0.8672, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4423, root_relative_squared_error: 0.8948, scimark_benchmark: 1270.8135, usercpu_time_millis: 1.287, usercpu_time_millis_testing: 0.115, usercpu_time_millis_training: 1.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1254.9105, usercpu_time_millis: 0.965, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.7527, kappa: 0.4911, kb_relative_information_score: 14744.2678, mean_absolute_error: 0.3447, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7612, predictive_accuracy: 0.7586, prior_entropy: 0.9835, recall: 0.7586, relative_absolute_error: 0.7055, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4072, root_relative_squared_error: 0.8239, scimark_benchmark: 1264.0876, usercpu_time_millis: 1.939, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 1.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1265.761, usercpu_time_millis: 1.305, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 1.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1259.2843, usercpu_time_millis: 1.43, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 1.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1266.7004, usercpu_time_millis: 1.483, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 1.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1269.5271, usercpu_time_millis: 1.314, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1263.6797, usercpu_time_millis: 1.556, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 1.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1274.7686, usercpu_time_millis: 1.563, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 1.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.7511, kappa: 0.4879, kb_relative_information_score: 14298.9184, mean_absolute_error: 0.3497, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.76, predictive_accuracy: 0.7572, prior_entropy: 0.9835, recall: 0.7572, relative_absolute_error: 0.7157, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4083, root_relative_squared_error: 0.8261, scimark_benchmark: 1249.0496, usercpu_time_millis: 2.36, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 2.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1261.5722, usercpu_time_millis: 1.673, usercpu_time_millis_testing: 0.379, usercpu_time_millis_training: 1.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7997, f_measure: 0.4772, kappa: 0.0698, kb_relative_information_score: 2279.796, mean_absolute_error: 0.4707, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7512, predictive_accuracy: 0.6012, prior_entropy: 0.9835, recall: 0.6012, relative_absolute_error: 0.9634, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4774, root_relative_squared_error: 0.9659, scimark_benchmark: 1255.7899, usercpu_time_millis: 2.204, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 2.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1251.8642, usercpu_time_millis: 2.037, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 1.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8248, f_measure: 0.7531, kappa: 0.492, kb_relative_information_score: 14973.6532, mean_absolute_error: 0.3421, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7613, predictive_accuracy: 0.7589, prior_entropy: 0.9835, recall: 0.7589, relative_absolute_error: 0.7, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4069, root_relative_squared_error: 0.8233, scimark_benchmark: 1268.4157, usercpu_time_millis: 2.421, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 2.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.7525, kappa: 0.4911, kb_relative_information_score: 14046.5885, mean_absolute_error: 0.3529, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7627, predictive_accuracy: 0.7591, prior_entropy: 0.9835, recall: 0.7591, relative_absolute_error: 0.7223, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4093, root_relative_squared_error: 0.8281, scimark_benchmark: 1252.2236, usercpu_time_millis: 3.226, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 3.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1249.5502, usercpu_time_millis: 1.536, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 1.267,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1270.8609, usercpu_time_millis: 1.29, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 1.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1261.0109, usercpu_time_millis: 1.491, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 1.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1265.2692, usercpu_time_millis: 1.366, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 1.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1270.7226, usercpu_time_millis: 1.156, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 0.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7996, f_measure: 0.7177, kappa: 0.4281, kb_relative_information_score: 7195.5269, mean_absolute_error: 0.426, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7631, predictive_accuracy: 0.7369, prior_entropy: 0.9835, recall: 0.7369, relative_absolute_error: 0.8718, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4437, root_relative_squared_error: 0.8976, scimark_benchmark: 1251.394, usercpu_time_millis: 1.713, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 1.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1277.6473, usercpu_time_millis: 1.171, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 0.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8269, f_measure: 0.7542, kappa: 0.4942, kb_relative_information_score: 15432.2561, mean_absolute_error: 0.3364, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7611, predictive_accuracy: 0.7594, prior_entropy: 0.9835, recall: 0.7594, relative_absolute_error: 0.6886, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4059, root_relative_squared_error: 0.8213, scimark_benchmark: 1240.9678, usercpu_time_millis: 2.604, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 2.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1269.8455, usercpu_time_millis: 1.497, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 1.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8202, f_measure: 0.7518, kappa: 0.4896, kb_relative_information_score: 13695.4506, mean_absolute_error: 0.357, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7627, predictive_accuracy: 0.7586, prior_entropy: 0.9835, recall: 0.7586, relative_absolute_error: 0.7306, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4107, root_relative_squared_error: 0.8309, scimark_benchmark: 1269.12, usercpu_time_millis: 2.018, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 1.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6128, f_measure: 0.4204, kb_relative_information_score: 16.4881, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9998, scimark_benchmark: 1263.0548, usercpu_time_millis: 1.476, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 1.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1258.2154, usercpu_time_millis: 1.465, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 1.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1258.629, usercpu_time_millis: 1.563, usercpu_time_millis_testing: 0.318, usercpu_time_millis_training: 1.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8082, f_measure: 0.7251, kappa: 0.436, kb_relative_information_score: 13821.8848, mean_absolute_error: 0.3516, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7247, predictive_accuracy: 0.726, prior_entropy: 0.9835, recall: 0.726, relative_absolute_error: 0.7196, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4162, root_relative_squared_error: 0.8421, scimark_benchmark: 1270.2206, usercpu_time_millis: 190.175, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 190.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6684, f_measure: 0.5355, kappa: 0.1766, kb_relative_information_score: 5317.6669, mean_absolute_error: 0.4329, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.6426, predictive_accuracy: 0.5587, prior_entropy: 0.9835, recall: 0.5587, relative_absolute_error: 0.886, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4648, root_relative_squared_error: 0.9403, scimark_benchmark: 1271.1743, usercpu_time_millis: 992.651, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 992.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1248.2237, usercpu_time_millis: 1.223, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1244.8976, usercpu_time_millis: 1.134, usercpu_time_millis_testing: 0.247, usercpu_time_millis_training: 0.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1255.0713, usercpu_time_millis: 1.231, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8217, f_measure: 0.7506, kappa: 0.4873, kb_relative_information_score: 13296.1399, mean_absolute_error: 0.3614, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.762, predictive_accuracy: 0.7577, prior_entropy: 0.9835, recall: 0.7577, relative_absolute_error: 0.7397, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8327, scimark_benchmark: 1250.0193, usercpu_time_millis: 2.168, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 2.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7862, f_measure: 0.6889, kappa: 0.3739, kb_relative_information_score: 5956.9329, mean_absolute_error: 0.437, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7438, predictive_accuracy: 0.714, prior_entropy: 0.9835, recall: 0.714, relative_absolute_error: 0.8944, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4519, root_relative_squared_error: 0.9142, scimark_benchmark: 1248.3467, usercpu_time_millis: 1.727, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 1.621,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.4204, kb_relative_information_score: 98.4628, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4935, root_relative_squared_error: 0.9985, scimark_benchmark: 1264.3269, usercpu_time_millis: 2.634, usercpu_time_millis_testing: 0.584, usercpu_time_millis_training: 2.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.7499, kappa: 0.4861, kb_relative_information_score: 12248.1608, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7631, predictive_accuracy: 0.7576, prior_entropy: 0.9835, recall: 0.7576, relative_absolute_error: 0.764, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4176, root_relative_squared_error: 0.8449, scimark_benchmark: 1271.8911, usercpu_time_millis: 2.156, usercpu_time_millis_testing: 0.141, usercpu_time_millis_training: 2.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.7531, kappa: 0.492, kb_relative_information_score: 15079.2688, mean_absolute_error: 0.3406, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7606, predictive_accuracy: 0.7587, prior_entropy: 0.9835, recall: 0.7587, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4065, root_relative_squared_error: 0.8224, scimark_benchmark: 1262.1098, usercpu_time_millis: 2.796, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 2.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8255, f_measure: 0.7522, kappa: 0.4902, kb_relative_information_score: 14759.8441, mean_absolute_error: 0.3445, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7606, predictive_accuracy: 0.7581, prior_entropy: 0.9835, recall: 0.7581, relative_absolute_error: 0.705, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4072, root_relative_squared_error: 0.8238, scimark_benchmark: 1269.158, usercpu_time_millis: 2.777, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 2.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1250.8187, usercpu_time_millis: 1.366, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 1.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8263, f_measure: 0.7537, kappa: 0.4931, kb_relative_information_score: 15279.1136, mean_absolute_error: 0.3383, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.761, predictive_accuracy: 0.7591, prior_entropy: 0.9835, recall: 0.7591, relative_absolute_error: 0.6924, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8219, scimark_benchmark: 1265.3336, usercpu_time_millis: 2.758, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 2.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1240.314, usercpu_time_millis: 1.476, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 1.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.695, kappa: 0.3819, kb_relative_information_score: 12267.9849, mean_absolute_error: 0.3662, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.6998, predictive_accuracy: 0.6934, prior_entropy: 0.9835, recall: 0.6934, relative_absolute_error: 0.7494, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.426, root_relative_squared_error: 0.8619, scimark_benchmark: 1269.4206, usercpu_time_millis: 330.093, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 329.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7329, f_measure: 0.6233, kappa: 0.2739, kb_relative_information_score: 8809.9576, mean_absolute_error: 0.3992, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.664, predictive_accuracy: 0.6254, prior_entropy: 0.9835, recall: 0.6254, relative_absolute_error: 0.817, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4462, root_relative_squared_error: 0.9027, scimark_benchmark: 1261.6037, usercpu_time_millis: 696.666, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 696.571,

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