Task
Supervised Classification on Click_prediction_small

Supervised Classification on Click_prediction_small

Task 14971 Supervised Classification Click_prediction_small 21169 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6243, f_measure: 0.7637, kappa: 0.0372, kb_relative_information_score: -3872.7147, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7621, predictive_accuracy: 0.8288, prior_entropy: 0.6541, recall: 0.8288, relative_absolute_error: 0.9303, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3731, root_relative_squared_error: 0.9969, scimark_benchmark: 1843.1261, usercpu_time_millis: 24.793, usercpu_time_millis_testing: 24.599, usercpu_time_millis_training: 0.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5722, f_measure: 0.7461, kappa: 0.0866, kb_relative_information_score: -6135.5785, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7442, predictive_accuracy: 0.7482, prior_entropy: 0.6541, recall: 0.7482, relative_absolute_error: 0.9069, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4389, root_relative_squared_error: 1.1729, scimark_benchmark: 1734.2699, usercpu_time_millis: 22.051, usercpu_time_millis_testing: 21.871, usercpu_time_millis_training: 0.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5722, f_measure: 0.7461, kappa: 0.0866, kb_relative_information_score: -6135.5785, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7442, predictive_accuracy: 0.7482, prior_entropy: 0.6541, recall: 0.7482, relative_absolute_error: 0.9069, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4389, root_relative_squared_error: 1.1729, scimark_benchmark: 1955.8046, usercpu_time_millis: 20.697, usercpu_time_millis_testing: 20.516, usercpu_time_millis_training: 0.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5722, f_measure: 0.7461, kappa: 0.0866, kb_relative_information_score: -6135.5785, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7442, predictive_accuracy: 0.7482, prior_entropy: 0.6541, recall: 0.7482, relative_absolute_error: 0.9069, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4389, root_relative_squared_error: 1.1729, scimark_benchmark: 1851.3287, usercpu_time_millis: 20.954, usercpu_time_millis_testing: 20.774, usercpu_time_millis_training: 0.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6179, f_measure: 0.7675, kappa: 0.0554, kb_relative_information_score: -4242.9756, mean_absolute_error: 0.2595, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7611, predictive_accuracy: 0.8263, prior_entropy: 0.6541, recall: 0.8263, relative_absolute_error: 0.9264, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3762, root_relative_squared_error: 1.0052, scimark_benchmark: 1733.981, usercpu_time_millis: 25.025, usercpu_time_millis_testing: 24.85, usercpu_time_millis_training: 0.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5868, f_measure: 0.768, kappa: 0.0962, kb_relative_information_score: -6221.199, mean_absolute_error: 0.2552, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7509, predictive_accuracy: 0.7961, prior_entropy: 0.6541, recall: 0.7961, relative_absolute_error: 0.9111, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4121, root_relative_squared_error: 1.1013, scimark_benchmark: 1731.5003, usercpu_time_millis: 22.489, usercpu_time_millis_testing: 22.308, usercpu_time_millis_training: 0.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.7707, kappa: 0.0898, kb_relative_information_score: -5625.5676, mean_absolute_error: 0.2567, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7534, predictive_accuracy: 0.8085, prior_entropy: 0.6541, recall: 0.8085, relative_absolute_error: 0.9165, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3913, root_relative_squared_error: 1.0455, scimark_benchmark: 1733.299, usercpu_time_millis: 23.062, usercpu_time_millis_testing: 22.88, usercpu_time_millis_training: 0.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.7707, kappa: 0.0898, kb_relative_information_score: -5625.5676, mean_absolute_error: 0.2567, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7534, predictive_accuracy: 0.8085, prior_entropy: 0.6541, recall: 0.8085, relative_absolute_error: 0.9165, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3913, root_relative_squared_error: 1.0455, scimark_benchmark: 1948.2455, usercpu_time_millis: 21.611, usercpu_time_millis_testing: 21.431, usercpu_time_millis_training: 0.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5976, f_measure: 0.7702, kappa: 0.0906, kb_relative_information_score: -5805.7797, mean_absolute_error: 0.2564, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7526, predictive_accuracy: 0.806, prior_entropy: 0.6541, recall: 0.806, relative_absolute_error: 0.9153, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3947, root_relative_squared_error: 1.0546, scimark_benchmark: 1737.5279, usercpu_time_millis: 22.895, usercpu_time_millis_testing: 22.585, usercpu_time_millis_training: 0.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5722, f_measure: 0.7461, kappa: 0.0866, kb_relative_information_score: -6135.5785, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7442, predictive_accuracy: 0.7482, prior_entropy: 0.6541, recall: 0.7482, relative_absolute_error: 0.9069, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4389, root_relative_squared_error: 1.1729, scimark_benchmark: 1851.8567, usercpu_time_millis: 21.096, usercpu_time_millis_testing: 20.903, usercpu_time_millis_training: 0.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.7685, kappa: 0.0612, kb_relative_information_score: -4492.4894, mean_absolute_error: 0.2589, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7585, predictive_accuracy: 0.824, prior_entropy: 0.6541, recall: 0.824, relative_absolute_error: 0.9243, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3783, root_relative_squared_error: 1.0109, scimark_benchmark: 1852.9259, usercpu_time_millis: 23.559, usercpu_time_millis_testing: 23.382, usercpu_time_millis_training: 0.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6121, f_measure: 0.7698, kappa: 0.0688, kb_relative_information_score: -4694.0352, mean_absolute_error: 0.2584, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7586, predictive_accuracy: 0.8226, prior_entropy: 0.6541, recall: 0.8226, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3802, root_relative_squared_error: 1.0159, scimark_benchmark: 1735.537, usercpu_time_millis: 24.247, usercpu_time_millis_testing: 24.07, usercpu_time_millis_training: 0.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.746, kappa: 0.0863, kb_relative_information_score: -3698.6247, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.748, prior_entropy: 0.6541, recall: 0.748, relative_absolute_error: 0.8996, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.502, root_relative_squared_error: 1.3414, scimark_benchmark: 1853.454, usercpu_time_millis: 20.295, usercpu_time_millis_testing: 19.981, usercpu_time_millis_training: 0.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5605, f_measure: 0.746, kappa: 0.0862, kb_relative_information_score: -4115.2802, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.7481, prior_entropy: 0.6541, recall: 0.7481, relative_absolute_error: 0.9036, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4653, root_relative_squared_error: 1.2433, scimark_benchmark: 1900.2006, usercpu_time_millis: 21.518, usercpu_time_millis_testing: 21.328, usercpu_time_millis_training: 0.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.7681, kappa: 0.059, kb_relative_information_score: -4398.0346, mean_absolute_error: 0.2591, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7594, predictive_accuracy: 0.8249, prior_entropy: 0.6541, recall: 0.8249, relative_absolute_error: 0.925, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3775, root_relative_squared_error: 1.0088, scimark_benchmark: 1736.6058, usercpu_time_millis: 25.395, usercpu_time_millis_testing: 25.217, usercpu_time_millis_training: 0.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.746, kappa: 0.0863, kb_relative_information_score: -3698.6247, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.748, prior_entropy: 0.6541, recall: 0.748, relative_absolute_error: 0.8996, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.502, root_relative_squared_error: 1.3414, scimark_benchmark: 1850.2875, usercpu_time_millis: 20.488, usercpu_time_millis_testing: 20.154, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.7681, kappa: 0.0964, kb_relative_information_score: -6102.98, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.751, predictive_accuracy: 0.7962, prior_entropy: 0.6541, recall: 0.7962, relative_absolute_error: 0.9126, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4046, root_relative_squared_error: 1.0811, scimark_benchmark: 1738.3274, usercpu_time_millis: 23.086, usercpu_time_millis_testing: 22.9, usercpu_time_millis_training: 0.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5797, f_measure: 0.746, kappa: 0.0862, kb_relative_information_score: -6230.8892, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.748, prior_entropy: 0.6541, recall: 0.748, relative_absolute_error: 0.9094, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4228, root_relative_squared_error: 1.1299, scimark_benchmark: 1855.4813, usercpu_time_millis: 21.144, usercpu_time_millis_testing: 20.963, usercpu_time_millis_training: 0.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.7685, kappa: 0.0612, kb_relative_information_score: -4492.4894, mean_absolute_error: 0.2589, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7585, predictive_accuracy: 0.824, prior_entropy: 0.6541, recall: 0.824, relative_absolute_error: 0.9243, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3783, root_relative_squared_error: 1.0109, scimark_benchmark: 1904.8932, usercpu_time_millis: 23.06, usercpu_time_millis_testing: 22.887, usercpu_time_millis_training: 0.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6179, f_measure: 0.7675, kappa: 0.0554, kb_relative_information_score: -4242.9756, mean_absolute_error: 0.2595, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7611, predictive_accuracy: 0.8263, prior_entropy: 0.6541, recall: 0.8263, relative_absolute_error: 0.9264, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3762, root_relative_squared_error: 1.0052, scimark_benchmark: 1857.5664, usercpu_time_millis: 23.864, usercpu_time_millis_testing: 23.68, usercpu_time_millis_training: 0.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.605, f_measure: 0.7715, kappa: 0.083, kb_relative_information_score: -5228.7048, mean_absolute_error: 0.2573, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7563, predictive_accuracy: 0.8164, prior_entropy: 0.6541, recall: 0.8164, relative_absolute_error: 0.9186, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3862, root_relative_squared_error: 1.032, scimark_benchmark: 1853.9121, usercpu_time_millis: 22.481, usercpu_time_millis_testing: 22.145, usercpu_time_millis_training: 0.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6105, f_measure: 0.7704, kappa: 0.0727, kb_relative_information_score: -4805.2503, mean_absolute_error: 0.2582, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7583, predictive_accuracy: 0.8214, prior_entropy: 0.6541, recall: 0.8214, relative_absolute_error: 0.9216, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3814, root_relative_squared_error: 1.0191, scimark_benchmark: 1857.6392, usercpu_time_millis: 22.921, usercpu_time_millis_testing: 22.74, usercpu_time_millis_training: 0.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.603, f_measure: 0.7712, kappa: 0.0849, kb_relative_information_score: -5425.9609, mean_absolute_error: 0.257, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.755, predictive_accuracy: 0.8139, prior_entropy: 0.6541, recall: 0.8139, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3885, root_relative_squared_error: 1.038, scimark_benchmark: 1853.454, usercpu_time_millis: 22.106, usercpu_time_millis_testing: 21.922, usercpu_time_millis_training: 0.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6105, f_measure: 0.7704, kappa: 0.0727, kb_relative_information_score: -4805.2503, mean_absolute_error: 0.2582, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7583, predictive_accuracy: 0.8214, prior_entropy: 0.6541, recall: 0.8214, relative_absolute_error: 0.9216, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3814, root_relative_squared_error: 1.0191, scimark_benchmark: 1849.3742, usercpu_time_millis: 23.092, usercpu_time_millis_testing: 22.904, usercpu_time_millis_training: 0.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6121, f_measure: 0.7698, kappa: 0.0688, kb_relative_information_score: -4694.0352, mean_absolute_error: 0.2584, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7586, predictive_accuracy: 0.8226, prior_entropy: 0.6541, recall: 0.8226, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3802, root_relative_squared_error: 1.0159, scimark_benchmark: 1842.6679, usercpu_time_millis: 23.206, usercpu_time_millis_testing: 23.015, usercpu_time_millis_training: 0.191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.7681, kappa: 0.0964, kb_relative_information_score: -6102.98, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.751, predictive_accuracy: 0.7962, prior_entropy: 0.6541, recall: 0.7962, relative_absolute_error: 0.9126, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4046, root_relative_squared_error: 1.0811, scimark_benchmark: 1736.9559, usercpu_time_millis: 22.635, usercpu_time_millis_testing: 22.444, usercpu_time_millis_training: 0.191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.7681, kappa: 0.0964, kb_relative_information_score: -6102.98, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.751, predictive_accuracy: 0.7962, prior_entropy: 0.6541, recall: 0.7962, relative_absolute_error: 0.9126, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4046, root_relative_squared_error: 1.0811, scimark_benchmark: 1738.7921, usercpu_time_millis: 22.594, usercpu_time_millis_testing: 22.415, usercpu_time_millis_training: 0.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5976, f_measure: 0.7702, kappa: 0.0906, kb_relative_information_score: -5805.7797, mean_absolute_error: 0.2564, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7526, predictive_accuracy: 0.806, prior_entropy: 0.6541, recall: 0.806, relative_absolute_error: 0.9153, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3947, root_relative_squared_error: 1.0546, scimark_benchmark: 1731.9625, usercpu_time_millis: 23.358, usercpu_time_millis_testing: 23.028, usercpu_time_millis_training: 0.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.7711, kappa: 0.077, kb_relative_information_score: -4919.9439, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7582, predictive_accuracy: 0.8203, prior_entropy: 0.6541, recall: 0.8203, relative_absolute_error: 0.9207, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3827, root_relative_squared_error: 1.0227, scimark_benchmark: 1734.6706, usercpu_time_millis: 24.501, usercpu_time_millis_testing: 24.288, usercpu_time_millis_training: 0.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.7711, kappa: 0.077, kb_relative_information_score: -4919.9439, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7582, predictive_accuracy: 0.8203, prior_entropy: 0.6541, recall: 0.8203, relative_absolute_error: 0.9207, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3827, root_relative_squared_error: 1.0227, scimark_benchmark: 1730.2561, usercpu_time_millis: 24.533, usercpu_time_millis_testing: 24.315, usercpu_time_millis_training: 0.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.746, kappa: 0.0863, kb_relative_information_score: -3698.6247, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.748, prior_entropy: 0.6541, recall: 0.748, relative_absolute_error: 0.8996, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.502, root_relative_squared_error: 1.3414, scimark_benchmark: 1733.9326, usercpu_time_millis: 21.552, usercpu_time_millis_testing: 21.23, usercpu_time_millis_training: 0.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5953, f_measure: 0.7693, kappa: 0.093, kb_relative_information_score: -5986.5547, mean_absolute_error: 0.2561, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7517, predictive_accuracy: 0.8018, prior_entropy: 0.6541, recall: 0.8018, relative_absolute_error: 0.9141, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.399, root_relative_squared_error: 1.0662, scimark_benchmark: 1734.2259, usercpu_time_millis: 23.319, usercpu_time_millis_testing: 23.256, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.625, f_measure: 0.7635, kappa: 0.0359, kb_relative_information_score: -3833.9523, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7626, predictive_accuracy: 0.8291, prior_entropy: 0.6541, recall: 0.8291, relative_absolute_error: 0.9307, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3728, root_relative_squared_error: 0.9961, scimark_benchmark: 1727.4447, usercpu_time_millis: 26.617, usercpu_time_millis_testing: 26.405, usercpu_time_millis_training: 0.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.7681, kappa: 0.059, kb_relative_information_score: -4398.0346, mean_absolute_error: 0.2591, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7594, predictive_accuracy: 0.8249, prior_entropy: 0.6541, recall: 0.8249, relative_absolute_error: 0.925, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3775, root_relative_squared_error: 1.0088, scimark_benchmark: 1731.9625, usercpu_time_millis: 25.505, usercpu_time_millis_testing: 25.317, usercpu_time_millis_training: 0.188,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5797, f_measure: 0.746, kappa: 0.0862, kb_relative_information_score: -6230.8892, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.748, prior_entropy: 0.6541, recall: 0.748, relative_absolute_error: 0.9094, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4228, root_relative_squared_error: 1.1299, scimark_benchmark: 1855.0989, usercpu_time_millis: 21.252, usercpu_time_millis_testing: 21.067, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.7685, kappa: 0.0612, kb_relative_information_score: -4492.4894, mean_absolute_error: 0.2589, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7585, predictive_accuracy: 0.824, prior_entropy: 0.6541, recall: 0.824, relative_absolute_error: 0.9243, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3783, root_relative_squared_error: 1.0109, scimark_benchmark: 1845.7061, usercpu_time_millis: 23.365, usercpu_time_millis_testing: 23.182, usercpu_time_millis_training: 0.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6133, f_measure: 0.769, kappa: 0.0645, kb_relative_information_score: -4588.4715, mean_absolute_error: 0.2587, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7582, predictive_accuracy: 0.8232, prior_entropy: 0.6541, recall: 0.8232, relative_absolute_error: 0.9234, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3792, root_relative_squared_error: 1.0132, scimark_benchmark: 1853.9121, usercpu_time_millis: 23.362, usercpu_time_millis_testing: 23.173, usercpu_time_millis_training: 0.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.603, f_measure: 0.7712, kappa: 0.0849, kb_relative_information_score: -5425.9609, mean_absolute_error: 0.257, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.755, predictive_accuracy: 0.8139, prior_entropy: 0.6541, recall: 0.8139, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3885, root_relative_squared_error: 1.038, scimark_benchmark: 1854.568, usercpu_time_millis: 22.218, usercpu_time_millis_testing: 22.021, usercpu_time_millis_training: 0.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.7681, kappa: 0.059, kb_relative_information_score: -4398.0346, mean_absolute_error: 0.2591, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7594, predictive_accuracy: 0.8249, prior_entropy: 0.6541, recall: 0.8249, relative_absolute_error: 0.925, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3775, root_relative_squared_error: 1.0088, scimark_benchmark: 1853.9121, usercpu_time_millis: 23.884, usercpu_time_millis_testing: 23.692, usercpu_time_millis_training: 0.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.7707, kappa: 0.0898, kb_relative_information_score: -5625.5676, mean_absolute_error: 0.2567, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7534, predictive_accuracy: 0.8085, prior_entropy: 0.6541, recall: 0.8085, relative_absolute_error: 0.9165, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3913, root_relative_squared_error: 1.0455, scimark_benchmark: 1853.9121, usercpu_time_millis: 22.111, usercpu_time_millis_testing: 21.893, usercpu_time_millis_training: 0.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.621, f_measure: 0.766, kappa: 0.0477, kb_relative_information_score: -4062.4378, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7617, predictive_accuracy: 0.8276, prior_entropy: 0.6541, recall: 0.8276, relative_absolute_error: 0.9282, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3746, root_relative_squared_error: 1.001, scimark_benchmark: 1853.9121, usercpu_time_millis: 24.322, usercpu_time_millis_testing: 24.135, usercpu_time_millis_training: 0.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.7711, kappa: 0.077, kb_relative_information_score: -4919.9439, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7582, predictive_accuracy: 0.8203, prior_entropy: 0.6541, recall: 0.8203, relative_absolute_error: 0.9207, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3827, root_relative_squared_error: 1.0227, scimark_benchmark: 1853.454, usercpu_time_millis: 23.09, usercpu_time_millis_testing: 22.871, usercpu_time_millis_training: 0.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5722, f_measure: 0.7461, kappa: 0.0866, kb_relative_information_score: -6135.5785, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7442, predictive_accuracy: 0.7482, prior_entropy: 0.6541, recall: 0.7482, relative_absolute_error: 0.9069, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4389, root_relative_squared_error: 1.1729, scimark_benchmark: 1825.7906, usercpu_time_millis: 20.75, usercpu_time_millis_testing: 20.565, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6243, f_measure: 0.7637, kappa: 0.0372, kb_relative_information_score: -3872.7147, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7621, predictive_accuracy: 0.8288, prior_entropy: 0.6541, recall: 0.8288, relative_absolute_error: 0.9303, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3731, root_relative_squared_error: 0.9969, scimark_benchmark: 1848.2722, usercpu_time_millis: 24.872, usercpu_time_millis_testing: 24.676, usercpu_time_millis_training: 0.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.746, kappa: 0.0863, kb_relative_information_score: -3698.6247, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.748, prior_entropy: 0.6541, recall: 0.748, relative_absolute_error: 0.8996, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.502, root_relative_squared_error: 1.3414, scimark_benchmark: 1839.1303, usercpu_time_millis: 20.028, usercpu_time_millis_testing: 19.701, usercpu_time_millis_training: 0.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.7711, kappa: 0.077, kb_relative_information_score: -4919.9439, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7582, predictive_accuracy: 0.8203, prior_entropy: 0.6541, recall: 0.8203, relative_absolute_error: 0.9207, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3827, root_relative_squared_error: 1.0227, scimark_benchmark: 1845.779, usercpu_time_millis: 22.984, usercpu_time_millis_testing: 22.799, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6243, f_measure: 0.7637, kappa: 0.0372, kb_relative_information_score: -3872.7147, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7621, predictive_accuracy: 0.8288, prior_entropy: 0.6541, recall: 0.8288, relative_absolute_error: 0.9303, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3731, root_relative_squared_error: 0.9969, scimark_benchmark: 1853.454, usercpu_time_millis: 24.949, usercpu_time_millis_testing: 24.741, usercpu_time_millis_training: 0.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6168, f_measure: 0.7681, kappa: 0.0581, kb_relative_information_score: -4312.5161, mean_absolute_error: 0.2593, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7609, predictive_accuracy: 0.8258, prior_entropy: 0.6541, recall: 0.8258, relative_absolute_error: 0.9258, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3768, root_relative_squared_error: 1.0069, scimark_benchmark: 1852.3877, usercpu_time_millis: 23.833, usercpu_time_millis_testing: 23.612, usercpu_time_millis_training: 0.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.7681, kappa: 0.059, kb_relative_information_score: -4398.0346, mean_absolute_error: 0.2591, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7594, predictive_accuracy: 0.8249, prior_entropy: 0.6541, recall: 0.8249, relative_absolute_error: 0.925, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3775, root_relative_squared_error: 1.0088, scimark_benchmark: 1850.2875, usercpu_time_millis: 24.003, usercpu_time_millis_testing: 23.817, usercpu_time_millis_training: 0.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6105, f_measure: 0.7704, kappa: 0.0727, kb_relative_information_score: -4805.2503, mean_absolute_error: 0.2582, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7583, predictive_accuracy: 0.8214, prior_entropy: 0.6541, recall: 0.8214, relative_absolute_error: 0.9216, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3814, root_relative_squared_error: 1.0191, scimark_benchmark: 1827.287, usercpu_time_millis: 22.695, usercpu_time_millis_testing: 22.512, usercpu_time_millis_training: 0.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6228, f_measure: 0.7649, kappa: 0.0426, kb_relative_information_score: -3959.6336, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7619, predictive_accuracy: 0.8282, prior_entropy: 0.6541, recall: 0.8282, relative_absolute_error: 0.9293, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3738, root_relative_squared_error: 0.9988, scimark_benchmark: 1857.1082, usercpu_time_millis: 24.571, usercpu_time_millis_testing: 24.213, usercpu_time_millis_training: 0.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.7707, kappa: 0.0898, kb_relative_information_score: -5625.5676, mean_absolute_error: 0.2567, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7534, predictive_accuracy: 0.8085, prior_entropy: 0.6541, recall: 0.8085, relative_absolute_error: 0.9165, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3913, root_relative_squared_error: 1.0455, scimark_benchmark: 1832.1397, usercpu_time_millis: 22.109, usercpu_time_millis_testing: 21.907, usercpu_time_millis_training: 0.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.625, f_measure: 0.7635, kappa: 0.0359, kb_relative_information_score: -3833.9523, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7626, predictive_accuracy: 0.8291, prior_entropy: 0.6541, recall: 0.8291, relative_absolute_error: 0.9307, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3728, root_relative_squared_error: 0.9961, scimark_benchmark: 1850.8706, usercpu_time_millis: 25.032, usercpu_time_millis_testing: 24.801, usercpu_time_millis_training: 0.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6105, f_measure: 0.7704, kappa: 0.0727, kb_relative_information_score: -4805.2503, mean_absolute_error: 0.2582, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7583, predictive_accuracy: 0.8214, prior_entropy: 0.6541, recall: 0.8214, relative_absolute_error: 0.9216, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3814, root_relative_squared_error: 1.0191, scimark_benchmark: 1737.5919, usercpu_time_millis: 24.241, usercpu_time_millis_testing: 24.056, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5976, f_measure: 0.7702, kappa: 0.0906, kb_relative_information_score: -5805.7797, mean_absolute_error: 0.2564, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7526, predictive_accuracy: 0.806, prior_entropy: 0.6541, recall: 0.806, relative_absolute_error: 0.9153, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3947, root_relative_squared_error: 1.0546, scimark_benchmark: 1836.6101, usercpu_time_millis: 21.549, usercpu_time_millis_testing: 21.232, usercpu_time_millis_training: 0.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6133, f_measure: 0.769, kappa: 0.0645, kb_relative_information_score: -4588.4715, mean_absolute_error: 0.2587, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7582, predictive_accuracy: 0.8232, prior_entropy: 0.6541, recall: 0.8232, relative_absolute_error: 0.9234, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3792, root_relative_squared_error: 1.0132, scimark_benchmark: 1819.3198, usercpu_time_millis: 23.622, usercpu_time_millis_testing: 23.411, usercpu_time_millis_training: 0.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6228, f_measure: 0.7649, kappa: 0.0426, kb_relative_information_score: -3959.6336, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7619, predictive_accuracy: 0.8282, prior_entropy: 0.6541, recall: 0.8282, relative_absolute_error: 0.9293, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3738, root_relative_squared_error: 0.9988, scimark_benchmark: 1827.1289, usercpu_time_millis: 24.548, usercpu_time_millis_testing: 24.216, usercpu_time_millis_training: 0.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6243, f_measure: 0.7637, kappa: 0.0372, kb_relative_information_score: -3872.7147, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7621, predictive_accuracy: 0.8288, prior_entropy: 0.6541, recall: 0.8288, relative_absolute_error: 0.9303, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3731, root_relative_squared_error: 0.9969, scimark_benchmark: 1833.7089, usercpu_time_millis: 24.861, usercpu_time_millis_testing: 24.666, usercpu_time_millis_training: 0.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.621, f_measure: 0.766, kappa: 0.0477, kb_relative_information_score: -4062.4378, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7617, predictive_accuracy: 0.8276, prior_entropy: 0.6541, recall: 0.8276, relative_absolute_error: 0.9282, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3746, root_relative_squared_error: 1.001, scimark_benchmark: 1733.7613, usercpu_time_millis: 25.391, usercpu_time_millis_testing: 25.212, usercpu_time_millis_training: 0.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.62, f_measure: 0.7665, kappa: 0.0502, kb_relative_information_score: -4118.9974, mean_absolute_error: 0.2599, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7619, predictive_accuracy: 0.8274, prior_entropy: 0.6541, recall: 0.8274, relative_absolute_error: 0.9276, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3751, root_relative_squared_error: 1.0023, scimark_benchmark: 1727.6106, usercpu_time_millis: 25.298, usercpu_time_millis_testing: 25.107, usercpu_time_millis_training: 0.191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6228, f_measure: 0.7649, kappa: 0.0426, kb_relative_information_score: -3959.6336, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7619, predictive_accuracy: 0.8282, prior_entropy: 0.6541, recall: 0.8282, relative_absolute_error: 0.9293, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3738, root_relative_squared_error: 0.9988, scimark_benchmark: 1843.1989, usercpu_time_millis: 24.11, usercpu_time_millis_testing: 23.794, usercpu_time_millis_training: 0.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6263, f_measure: 0.763, kappa: 0.0335, kb_relative_information_score: -3767.3343, mean_absolute_error: 0.261, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7641, predictive_accuracy: 0.8296, prior_entropy: 0.6541, recall: 0.8296, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3722, root_relative_squared_error: 0.9947, scimark_benchmark: 1833.1288, usercpu_time_millis: 25.168, usercpu_time_millis_testing: 24.968, usercpu_time_millis_training: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.7711, kappa: 0.077, kb_relative_information_score: -4919.9439, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7582, predictive_accuracy: 0.8203, prior_entropy: 0.6541, recall: 0.8203, relative_absolute_error: 0.9207, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3827, root_relative_squared_error: 1.0227, scimark_benchmark: 2133.6083, usercpu_time_millis: 19.4, usercpu_time_millis_testing: 19.24, usercpu_time_millis_training: 0.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5722, f_measure: 0.7461, kappa: 0.0866, kb_relative_information_score: -6135.5785, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7442, predictive_accuracy: 0.7482, prior_entropy: 0.6541, recall: 0.7482, relative_absolute_error: 0.9069, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4389, root_relative_squared_error: 1.1729, scimark_benchmark: 1734.6706, usercpu_time_millis: 22.199, usercpu_time_millis_testing: 22.005, usercpu_time_millis_training: 0.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.603, f_measure: 0.7712, kappa: 0.0849, kb_relative_information_score: -5425.9609, mean_absolute_error: 0.257, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.755, predictive_accuracy: 0.8139, prior_entropy: 0.6541, recall: 0.8139, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3885, root_relative_squared_error: 1.038, scimark_benchmark: 1852.9988, usercpu_time_millis: 21.707, usercpu_time_millis_testing: 21.527, usercpu_time_millis_training: 0.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5868, f_measure: 0.768, kappa: 0.0962, kb_relative_information_score: -6221.199, mean_absolute_error: 0.2552, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7509, predictive_accuracy: 0.7961, prior_entropy: 0.6541, recall: 0.7961, relative_absolute_error: 0.9111, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4121, root_relative_squared_error: 1.1013, scimark_benchmark: 1730.591, usercpu_time_millis: 22.627, usercpu_time_millis_testing: 22.435, usercpu_time_millis_training: 0.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6168, f_measure: 0.7681, kappa: 0.0581, kb_relative_information_score: -4312.5161, mean_absolute_error: 0.2593, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7609, predictive_accuracy: 0.8258, prior_entropy: 0.6541, recall: 0.8258, relative_absolute_error: 0.9258, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3768, root_relative_squared_error: 1.0069, scimark_benchmark: 1858.6076, usercpu_time_millis: 23.267, usercpu_time_millis_testing: 23.093, usercpu_time_millis_training: 0.174,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

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

OpenML APIs