Task
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 145857 Supervised Classification phoneme 102354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1740.1736, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1766.9259, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1737.9267, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.6943, kappa: 0.2293, kb_relative_information_score: 959.7273, mean_absolute_error: 0.3417, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6984, predictive_accuracy: 0.7256, prior_entropy: 0.8733, recall: 0.7256, relative_absolute_error: 0.8239, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8808, scimark_benchmark: 1857.0384, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7167, kappa: 0.2903, kb_relative_information_score: 1093.3829, mean_absolute_error: 0.3298, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7154, predictive_accuracy: 0.7356, prior_entropy: 0.8733, recall: 0.7356, relative_absolute_error: 0.7953, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3981, root_relative_squared_error: 0.8743, scimark_benchmark: 1857.6392, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.7157, kappa: 0.2874, kb_relative_information_score: 1057.7194, mean_absolute_error: 0.3329, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.715, predictive_accuracy: 0.7356, prior_entropy: 0.8733, recall: 0.7356, relative_absolute_error: 0.8027, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.399, root_relative_squared_error: 0.8762, scimark_benchmark: 1857.3152, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1734.2107, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.738, kappa: 0.3501, kb_relative_information_score: 1259.6754, mean_absolute_error: 0.3143, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.735, predictive_accuracy: 0.7485, prior_entropy: 0.8733, recall: 0.7485, relative_absolute_error: 0.7579, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1804.1519, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.735, kappa: 0.3419, kb_relative_information_score: 1236.8737, mean_absolute_error: 0.3165, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7321, predictive_accuracy: 0.7465, prior_entropy: 0.8733, recall: 0.7465, relative_absolute_error: 0.7632, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1855.5541, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1854.0399, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7388, kappa: 0.3526, kb_relative_information_score: 1272.9566, mean_absolute_error: 0.3131, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7357, predictive_accuracy: 0.7489, prior_entropy: 0.8733, recall: 0.7489, relative_absolute_error: 0.7549, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8726, scimark_benchmark: 1842.9158, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1737.4645, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1733.4112, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1853.5297, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7367, kappa: 0.3464, kb_relative_information_score: 1244.4031, mean_absolute_error: 0.3158, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7338, predictive_accuracy: 0.7478, prior_entropy: 0.8733, recall: 0.7478, relative_absolute_error: 0.7615, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1735.1328, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1855.4813, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7233, kappa: 0.3084, kb_relative_information_score: 1131.7273, mean_absolute_error: 0.3263, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7216, predictive_accuracy: 0.7398, prior_entropy: 0.8733, recall: 0.7398, relative_absolute_error: 0.7868, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8733, scimark_benchmark: 1712.0762, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1733.8711, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7665, f_measure: 0.585, kb_relative_information_score: 57.2898, mean_absolute_error: 0.411, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.991, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4514, root_relative_squared_error: 0.9913, scimark_benchmark: 1857.1082, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7271, kappa: 0.3196, kb_relative_information_score: 1184.7788, mean_absolute_error: 0.3215, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7247, predictive_accuracy: 0.7415, prior_entropy: 0.8733, recall: 0.7415, relative_absolute_error: 0.7752, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1737.8876, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1729.7479, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1855.4813, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1755.7309, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7283, kappa: 0.3227, kb_relative_information_score: 1178.6804, mean_absolute_error: 0.3219, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7259, predictive_accuracy: 0.7424, prior_entropy: 0.8733, recall: 0.7424, relative_absolute_error: 0.7763, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1881.7062, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5451, f_measure: 0.585, kb_relative_information_score: 1.0768, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4553, root_relative_squared_error: 0.9999, scimark_benchmark: 1806.2177, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7248, kappa: 0.3127, kb_relative_information_score: 1146.8962, mean_absolute_error: 0.325, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7229, predictive_accuracy: 0.7407, prior_entropy: 0.8733, recall: 0.7407, relative_absolute_error: 0.7836, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1766.981, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1793.0369, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1811.7757, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1857.5664, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1732.0823, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1853.454, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7374, kappa: 0.3486, kb_relative_information_score: 1257.4386, mean_absolute_error: 0.3146, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7344, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7585, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1858.1494, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7321, kappa: 0.3334, kb_relative_information_score: 1211.7177, mean_absolute_error: 0.3189, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7294, predictive_accuracy: 0.7448, prior_entropy: 0.8733, recall: 0.7448, relative_absolute_error: 0.7689, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1864.0522, usercpu_time_millis: 0.109, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.734, kappa: 0.339, kb_relative_information_score: 1230.367, mean_absolute_error: 0.3171, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7312, predictive_accuracy: 0.7459, prior_entropy: 0.8733, recall: 0.7459, relative_absolute_error: 0.7646, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1845.5696, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.073,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1857.5664, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.052,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.6734, kappa: 0.1768, kb_relative_information_score: 841.8302, mean_absolute_error: 0.3518, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6933, predictive_accuracy: 0.7234, prior_entropy: 0.8733, recall: 0.7234, relative_absolute_error: 0.8483, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.405, root_relative_squared_error: 0.8895, scimark_benchmark: 1739.709, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7371, kappa: 0.3477, kb_relative_information_score: 1255.5139, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7341, predictive_accuracy: 0.7478, prior_entropy: 0.8733, recall: 0.7478, relative_absolute_error: 0.759, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1747.5638, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.691, kappa: 0.2205, kb_relative_information_score: 937.8293, mean_absolute_error: 0.3435, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6958, predictive_accuracy: 0.7241, prior_entropy: 0.8733, recall: 0.7241, relative_absolute_error: 0.8283, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4018, root_relative_squared_error: 0.8823, scimark_benchmark: 1800.77, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.7096, kappa: 0.2703, kb_relative_information_score: 1021.8715, mean_absolute_error: 0.3361, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7099, predictive_accuracy: 0.7324, prior_entropy: 0.8733, recall: 0.7324, relative_absolute_error: 0.8103, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.878, scimark_benchmark: 1886.861, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1790.4245, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1730.591, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1814.1682, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1734.6706, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1739.2591, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7844, f_measure: 0.585, kb_relative_information_score: 66.0245, mean_absolute_error: 0.4104, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9895, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4507, root_relative_squared_error: 0.9898, scimark_benchmark: 1733.299, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3502, kb_relative_information_score: 1266.1748, mean_absolute_error: 0.3137, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7348, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7565, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1824.1106, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7244, kappa: 0.3115, kb_relative_information_score: 1137.9758, mean_absolute_error: 0.3258, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7226, predictive_accuracy: 0.7406, prior_entropy: 0.8733, recall: 0.7406, relative_absolute_error: 0.7854, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8731, scimark_benchmark: 1808.7981, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1739.942, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1736.8011, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7368, kappa: 0.3469, kb_relative_information_score: 1249.9306, mean_absolute_error: 0.3153, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7339, predictive_accuracy: 0.7478, prior_entropy: 0.8733, recall: 0.7478, relative_absolute_error: 0.7603, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1739.3023, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7381, kappa: 0.3508, kb_relative_information_score: 1266.3157, mean_absolute_error: 0.3137, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.735, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7564, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1741.7379, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.6617, kappa: 0.1498, kb_relative_information_score: 793.0134, mean_absolute_error: 0.3557, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6883, predictive_accuracy: 0.7202, prior_entropy: 0.8733, recall: 0.7202, relative_absolute_error: 0.8577, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4071, root_relative_squared_error: 0.8939, scimark_benchmark: 1928.3199, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1735.5922, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7043, kappa: 0.256, kb_relative_information_score: 1010.5343, mean_absolute_error: 0.3372, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7053, predictive_accuracy: 0.7295, prior_entropy: 0.8733, recall: 0.7295, relative_absolute_error: 0.8131, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.878, scimark_benchmark: 1735.2022, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.5981, kappa: 0.027, kb_relative_information_score: 572.87, mean_absolute_error: 0.3735, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7863, predictive_accuracy: 0.7121, prior_entropy: 0.8733, recall: 0.7121, relative_absolute_error: 0.9005, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4178, root_relative_squared_error: 0.9175, scimark_benchmark: 1766.3996, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8119, f_measure: 0.6906, kappa: 0.2192, kb_relative_information_score: 915.3857, mean_absolute_error: 0.3454, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.697, predictive_accuracy: 0.7252, prior_entropy: 0.8733, recall: 0.7252, relative_absolute_error: 0.8328, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8841, scimark_benchmark: 1780.2169, usercpu_time_millis: 0.116, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1769.1138, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1787.0851, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.585, kb_relative_information_score: 295.0054, mean_absolute_error: 0.3938, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9494, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4345, root_relative_squared_error: 0.9542, scimark_benchmark: 1791.5664, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.737, kappa: 0.3474, kb_relative_information_score: 1252.7495, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.734, predictive_accuracy: 0.7478, prior_entropy: 0.8733, recall: 0.7478, relative_absolute_error: 0.7595, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1736.9477, usercpu_time_millis: 0.144, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1793.9109, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7316, kappa: 0.3319, kb_relative_information_score: 1214.6121, mean_absolute_error: 0.3187, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7289, predictive_accuracy: 0.7444, prior_entropy: 0.8733, recall: 0.7444, relative_absolute_error: 0.7684, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.872, scimark_benchmark: 1786.5523, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1276.4337, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7491, prior_entropy: 0.8733, recall: 0.7491, relative_absolute_error: 0.7541, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1935.5164, usercpu_time_millis: 0.109, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8084, f_measure: 0.6565, kappa: 0.1357, kb_relative_information_score: 776.7599, mean_absolute_error: 0.3567, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6743, predictive_accuracy: 0.7134, prior_entropy: 0.8733, recall: 0.7134, relative_absolute_error: 0.8601, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.8964, scimark_benchmark: 1730.0855, usercpu_time_millis: 0.125, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7364, kappa: 0.3455, kb_relative_information_score: 1240.1764, mean_absolute_error: 0.3162, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7335, predictive_accuracy: 0.7476, prior_entropy: 0.8733, recall: 0.7476, relative_absolute_error: 0.7624, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1935.6459, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.065,

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