Task
Supervised Classification on musk

Supervised Classification on musk

Task 3950 Supervised Classification musk 66544 runs submitted
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  • mythbusting_1 study_1 study_15 study_20 under100k
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.7752, kb_relative_information_score: 725.9614, mean_absolute_error: 0.242, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9277, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.336, root_relative_squared_error: 0.9305, scimark_benchmark: 1231.8173, usercpu_time_millis: 2.352, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 1.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1267.9231, usercpu_time_millis: 1.922, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 1.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1287.6483, usercpu_time_millis: 2.182, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 1.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1228.63, usercpu_time_millis: 2.305, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 1.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6278.5293, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0343, root_relative_squared_error: 0.0951, scimark_benchmark: 1219.4819, usercpu_time_millis: 17.794, usercpu_time_millis_testing: 0.445, usercpu_time_millis_training: 17.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.7752, kb_relative_information_score: 734.6918, mean_absolute_error: 0.2431, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9318, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.9383, scimark_benchmark: 1231.7104, usercpu_time_millis: 2.311, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 1.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9676, kappa: 0.8708, kb_relative_information_score: 2376.2303, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9702, predictive_accuracy: 0.9691, prior_entropy: 0.6204, recall: 0.9691, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.6323, scimark_benchmark: 1215.4848, usercpu_time_millis: 536.278, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 535.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1236.532, usercpu_time_millis: 2.212, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 1.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6391.8246, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0488, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0254, root_relative_squared_error: 0.0703, scimark_benchmark: 1287.3878, usercpu_time_millis: 14.609, usercpu_time_millis_testing: 0.495, usercpu_time_millis_training: 14.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6459.0831, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0319, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0206, root_relative_squared_error: 0.0569, scimark_benchmark: 1275.0742, usercpu_time_millis: 16.522, usercpu_time_millis_testing: 0.435, usercpu_time_millis_training: 16.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1229.9855, usercpu_time_millis: 2.156, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 1.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1278.18, usercpu_time_millis: 2.256, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 1.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1261.8859, usercpu_time_millis: 2.394, usercpu_time_millis_testing: 0.475, usercpu_time_millis_training: 1.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6386.9748, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.05, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.026, root_relative_squared_error: 0.0719, scimark_benchmark: 1223.6447, usercpu_time_millis: 13.541, usercpu_time_millis_testing: 0.446, usercpu_time_millis_training: 13.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6509.1759, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0202, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0186, root_relative_squared_error: 0.0515, scimark_benchmark: 1291.5044, usercpu_time_millis: 12.411, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 12.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6528.2494, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0155, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0183, root_relative_squared_error: 0.0506, scimark_benchmark: 1274.2957, usercpu_time_millis: 11.178, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 10.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1277.9947, usercpu_time_millis: 2.055, usercpu_time_millis_testing: 0.411, usercpu_time_millis_training: 1.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6504.5738, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0213, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0192, root_relative_squared_error: 0.0533, scimark_benchmark: 1225.0435, usercpu_time_millis: 6.794, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 6.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.7752, kb_relative_information_score: 1128.1385, mean_absolute_error: 0.2275, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.872, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.8787, scimark_benchmark: 1271.5906, usercpu_time_millis: 2.256, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 1.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1226.1039, usercpu_time_millis: 2.382, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 1.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1272.1574, usercpu_time_millis: 2.066, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 1.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1229.5346, usercpu_time_millis: 2.239, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 1.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1234.7158, usercpu_time_millis: 1.916, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 1.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1232.9277, usercpu_time_millis: 2.023, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 1.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6481.2205, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.027, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0205, root_relative_squared_error: 0.0569, scimark_benchmark: 1281.4467, usercpu_time_millis: 7.976, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 7.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1279.9868, usercpu_time_millis: 2.096, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 1.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.7752, kb_relative_information_score: 608.5679, mean_absolute_error: 0.247, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9472, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3431, root_relative_squared_error: 0.9502, scimark_benchmark: 1229.6522, usercpu_time_millis: 2.078, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 1.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1274.0497, usercpu_time_millis: 2.234, usercpu_time_millis_testing: 0.475, usercpu_time_millis_training: 1.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1273.8106, usercpu_time_millis: 2.296, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 1.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1227.7579, usercpu_time_millis: 2.526, usercpu_time_millis_testing: 0.499, usercpu_time_millis_training: 2.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6305.7965, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0695, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0329, root_relative_squared_error: 0.091, scimark_benchmark: 1222.3012, usercpu_time_millis: 9.221, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 8.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6409.1377, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0442, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.024, root_relative_squared_error: 0.0664, scimark_benchmark: 1231.3793, usercpu_time_millis: 15.97, usercpu_time_millis_testing: 0.435, usercpu_time_millis_training: 15.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1282.665, usercpu_time_millis: 1.861, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 1.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6520.7258, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0173, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0186, root_relative_squared_error: 0.0515, scimark_benchmark: 1271.8787, usercpu_time_millis: 8.267, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 7.861,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6504.3828, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0214, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0193, root_relative_squared_error: 0.0534, scimark_benchmark: 1243.1201, usercpu_time_millis: 6.34, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 5.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9826, kappa: 0.9318, kb_relative_information_score: 3854.9593, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9834, predictive_accuracy: 0.983, prior_entropy: 0.6204, recall: 0.983, relative_absolute_error: 0.3812, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.4944, scimark_benchmark: 1270.9972, usercpu_time_millis: 217.103, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 216.733,
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: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1278.079, usercpu_time_millis: 2.177, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 1.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.8164, kappa: 0.1888, kb_relative_information_score: 1578.088, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8832, predictive_accuracy: 0.8645, prior_entropy: 0.6204, recall: 0.8645, relative_absolute_error: 0.832, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3063, root_relative_squared_error: 0.8482, scimark_benchmark: 1243.6201, usercpu_time_millis: 2.138, usercpu_time_millis_testing: 0.455, usercpu_time_millis_training: 1.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.7752, kb_relative_information_score: 1.8454, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1249.7502, usercpu_time_millis: 1.999, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 1.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1225.9922, usercpu_time_millis: 2.019, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 1.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1249.8787, usercpu_time_millis: 2.314, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 1.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9844, kappa: 0.9388, kb_relative_information_score: 4881.7089, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.985, predictive_accuracy: 0.9847, prior_entropy: 0.6204, recall: 0.9847, relative_absolute_error: 0.359, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1454, root_relative_squared_error: 0.4026, scimark_benchmark: 1261.0849, usercpu_time_millis: 2.973, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 2.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1228.835, usercpu_time_millis: 1.9, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 1.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9713, kappa: 0.8859, kb_relative_information_score: 3394.2062, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9733, predictive_accuracy: 0.9724, prior_entropy: 0.6204, recall: 0.9724, relative_absolute_error: 0.4664, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.5556, scimark_benchmark: 1214.4863, usercpu_time_millis: 114.905, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 114.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1215.3646, usercpu_time_millis: 2.126, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 1.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6379.6363, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0518, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0271, root_relative_squared_error: 0.075, scimark_benchmark: 1226.2908, usercpu_time_millis: 8.621, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 8.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1273.097, usercpu_time_millis: 2.079, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 1.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1268.8213, usercpu_time_millis: 2.163, usercpu_time_millis_testing: 0.494, usercpu_time_millis_training: 1.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1261.0556, usercpu_time_millis: 1.806, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 1.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1222.7438, usercpu_time_millis: 1.884, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 1.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.992, kappa: 0.9691, kb_relative_information_score: 5206.9613, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9922, predictive_accuracy: 0.9921, prior_entropy: 0.6204, recall: 0.9921, relative_absolute_error: 0.3011, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1223, root_relative_squared_error: 0.3388, scimark_benchmark: 1263.7554, usercpu_time_millis: 3.242, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 2.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, f_measure: 0.7752, kb_relative_information_score: 1403.5895, mean_absolute_error: 0.2214, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.8487, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3095, root_relative_squared_error: 0.8571, scimark_benchmark: 1216.4807, usercpu_time_millis: 2.179, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 1.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.7752, kb_relative_information_score: 1080.7543, mean_absolute_error: 0.2335, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.8953, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9036, scimark_benchmark: 1275.8903, usercpu_time_millis: 1.96, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 1.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1223.6864, usercpu_time_millis: 2.14, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 1.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6287.9343, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0737, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.035, root_relative_squared_error: 0.0968, scimark_benchmark: 1265.3002, usercpu_time_millis: 5.531, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 5.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6291.755, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0728, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0345, root_relative_squared_error: 0.0955, scimark_benchmark: 1260.7106, usercpu_time_millis: 6.025, usercpu_time_millis_testing: 0.485, usercpu_time_millis_training: 5.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6476.9572, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0281, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0206, root_relative_squared_error: 0.0571, scimark_benchmark: 1218.7834, usercpu_time_millis: 6.654, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 6.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1238.2516, usercpu_time_millis: 1.86, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 1.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6457.7267, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0326, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0207, root_relative_squared_error: 0.0574, scimark_benchmark: 1272.4579, usercpu_time_millis: 14.065, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 13.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6371.4475, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0537, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0278, root_relative_squared_error: 0.0771, scimark_benchmark: 1265.7163, usercpu_time_millis: 7.685, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 7.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6211.9968, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0917, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0405, root_relative_squared_error: 0.1123, scimark_benchmark: 1229.2842, usercpu_time_millis: 10.667, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 10.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1250.694, usercpu_time_millis: 2.156, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 1.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1272.5166, usercpu_time_millis: 1.969, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 1.569,

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