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: 0.8113, f_measure: 0.7083, kappa: 0.2668, kb_relative_information_score: 1012.5618, mean_absolute_error: 0.3369, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.709, predictive_accuracy: 0.7319, prior_entropy: 0.8733, recall: 0.7319, relative_absolute_error: 0.8123, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8785, scimark_benchmark: 1884.6657, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.067,
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: 1736.5783, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.068,
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: 1851.8567, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.039, 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: 1734.7321, 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: 1854.9533, 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: 1859.1356, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.041, 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: 1858.6775, 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: 1734.2699, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3499, kb_relative_information_score: 1257.6589, mean_absolute_error: 0.3145, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7349, predictive_accuracy: 0.7485, prior_entropy: 0.8733, recall: 0.7485, relative_absolute_error: 0.7584, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1734.3349, usercpu_time_millis: 0.151, usercpu_time_millis_testing: 0.047, 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: 1859.1356, 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: 0.8127, f_measure: 0.7216, kappa: 0.3039, kb_relative_information_score: 1126.5494, mean_absolute_error: 0.3269, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7199, predictive_accuracy: 0.7385, prior_entropy: 0.8733, recall: 0.7385, relative_absolute_error: 0.7881, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8732, scimark_benchmark: 1735.1328, usercpu_time_millis: 0.124, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.7142, kappa: 0.2832, kb_relative_information_score: 1060.867, mean_absolute_error: 0.3327, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7135, predictive_accuracy: 0.7345, prior_entropy: 0.8733, recall: 0.7345, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3988, root_relative_squared_error: 0.8758, scimark_benchmark: 1842.6679, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.068,
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: 1719.5892, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8119, f_measure: 0.7024, kappa: 0.2511, kb_relative_information_score: 994.7195, mean_absolute_error: 0.3385, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7035, predictive_accuracy: 0.7282, prior_entropy: 0.8733, recall: 0.7282, relative_absolute_error: 0.8162, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.8791, scimark_benchmark: 1722.6005, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.045, 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: 1775.4925, 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: 0.8057, f_measure: 0.6268, kappa: 0.0741, kb_relative_information_score: 680.4618, mean_absolute_error: 0.3643, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6674, predictive_accuracy: 0.7106, prior_entropy: 0.8733, recall: 0.7106, relative_absolute_error: 0.8785, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.9063, scimark_benchmark: 1854.9533, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.35, kb_relative_information_score: 1261.1344, mean_absolute_error: 0.3142, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7349, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7576, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1855.4813, 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: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1276.719, 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: 0.754, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1836.2458, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7386, kappa: 0.3523, kb_relative_information_score: 1274.1442, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7356, predictive_accuracy: 0.7487, prior_entropy: 0.8733, recall: 0.7487, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1854.568, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7935, f_measure: 0.5859, kappa: 0.0018, kb_relative_information_score: 414.2828, mean_absolute_error: 0.3852, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7928, predictive_accuracy: 0.7069, prior_entropy: 0.8733, recall: 0.7069, relative_absolute_error: 0.9287, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4276, root_relative_squared_error: 0.939, scimark_benchmark: 1857.1082, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5339, f_measure: 0.585, kb_relative_information_score: 0.4789, 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: 0.4553, root_relative_squared_error: 1, scimark_benchmark: 1761.202, 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: 0.499, 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: 1852.9259, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8115, f_measure: 0.6691, kappa: 0.1659, kb_relative_information_score: 830.7178, mean_absolute_error: 0.3525, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6849, predictive_accuracy: 0.7187, prior_entropy: 0.8733, recall: 0.7187, relative_absolute_error: 0.85, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4056, root_relative_squared_error: 0.8908, scimark_benchmark: 1734.2107, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.08,
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: 1857.1082, 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: 0.8123, f_measure: 0.7266, kappa: 0.3183, kb_relative_information_score: 1176.2094, mean_absolute_error: 0.3222, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7242, predictive_accuracy: 0.7411, prior_entropy: 0.8733, recall: 0.7411, relative_absolute_error: 0.7768, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1872.4881, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.5893, kappa: 0.0089, kb_relative_information_score: 526.3158, mean_absolute_error: 0.3771, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7936, predictive_accuracy: 0.7084, prior_entropy: 0.8733, recall: 0.7084, relative_absolute_error: 0.9092, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4204, root_relative_squared_error: 0.9232, scimark_benchmark: 1734.7321, 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: 0.8055, f_measure: 0.6302, kappa: 0.0804, kb_relative_information_score: 689.2137, mean_absolute_error: 0.3636, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6669, predictive_accuracy: 0.7106, prior_entropy: 0.8733, recall: 0.7106, relative_absolute_error: 0.8767, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.9055, scimark_benchmark: 1854.9533, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3502, kb_relative_information_score: 1264.4879, mean_absolute_error: 0.3139, 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: 0.7568, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1876.2965, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.068,
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: 1854.9533, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.04, 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: 1855.0232, 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: 0.499, 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: 1859.1356, 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: 1731.0996, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.059,
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: 0.094, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7386, kappa: 0.3523, kb_relative_information_score: 1274.1503, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7356, predictive_accuracy: 0.7487, prior_entropy: 0.8733, recall: 0.7487, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1734.6706, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.075,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7374, kappa: 0.3484, kb_relative_information_score: 1255.0474, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7344, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, 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: 1739.0884, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.076,
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: 1739.1393, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.585, kb_relative_information_score: 285.6116, mean_absolute_error: 0.3946, 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: 0.9514, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4351, root_relative_squared_error: 0.9556, scimark_benchmark: 1785.2427, 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: 0.8082, f_measure: 0.6764, kappa: 0.1832, kb_relative_information_score: 838.6173, mean_absolute_error: 0.3516, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6872, predictive_accuracy: 0.7197, prior_entropy: 0.8733, recall: 0.7197, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4059, root_relative_squared_error: 0.8913, scimark_benchmark: 1737.3387, 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: 0.71, kappa: 0.2718, kb_relative_information_score: 1043.1655, mean_absolute_error: 0.3343, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7099, predictive_accuracy: 0.7322, prior_entropy: 0.8733, recall: 0.7322, relative_absolute_error: 0.806, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3991, root_relative_squared_error: 0.8764, scimark_benchmark: 1735.1328, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.585, kb_relative_information_score: 315.2631, mean_absolute_error: 0.3931, 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: 0.9479, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4343, root_relative_squared_error: 0.9538, scimark_benchmark: 1688.6644, usercpu_time_millis: 0.19, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7187, kappa: 0.2959, kb_relative_information_score: 1105.6279, mean_absolute_error: 0.3287, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7173, predictive_accuracy: 0.7369, prior_entropy: 0.8733, recall: 0.7369, relative_absolute_error: 0.7926, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.398, root_relative_squared_error: 0.8739, scimark_benchmark: 1731.5003, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7365, kappa: 0.346, kb_relative_information_score: 1247.326, mean_absolute_error: 0.3155, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7336, predictive_accuracy: 0.7476, prior_entropy: 0.8733, recall: 0.7476, relative_absolute_error: 0.7607, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1729.9428, 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: 0.8124, f_measure: 0.738, kappa: 0.3501, kb_relative_information_score: 1258.0399, mean_absolute_error: 0.3145, 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: 0.7583, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1722.7651, usercpu_time_millis: 0.136, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.086,
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: 0.096, usercpu_time_millis_testing: 0.043, 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: 1733.8711, 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: 0.8102, f_measure: 0.6882, kappa: 0.2133, kb_relative_information_score: 904.1819, mean_absolute_error: 0.3462, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6945, predictive_accuracy: 0.7235, prior_entropy: 0.8733, recall: 0.7235, relative_absolute_error: 0.8347, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4033, root_relative_squared_error: 0.8856, scimark_benchmark: 1776.6572, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8012, f_measure: 0.6148, kappa: 0.0478, kb_relative_information_score: 642.2408, mean_absolute_error: 0.3672, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6471, predictive_accuracy: 0.7054, prior_entropy: 0.8733, recall: 0.7054, relative_absolute_error: 0.8853, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4149, root_relative_squared_error: 0.9112, scimark_benchmark: 1853.1438, 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: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1274.6722, mean_absolute_error: 0.3129, 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: 0.7545, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1741.1459, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.077,
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: 1844.6358, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7302, kappa: 0.328, kb_relative_information_score: 1203.3095, mean_absolute_error: 0.3197, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7276, predictive_accuracy: 0.7435, prior_entropy: 0.8733, recall: 0.7435, relative_absolute_error: 0.7709, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1793.1637, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.04, 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: 1791.1297, 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: 0.8024, f_measure: 0.585, kb_relative_information_score: 368.5649, mean_absolute_error: 0.3883, 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: 0.9362, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4298, root_relative_squared_error: 0.9438, scimark_benchmark: 1796.7512, 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: 0.499, 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: 1808.4911, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7376, kappa: 0.3496, kb_relative_information_score: 1265.6667, mean_absolute_error: 0.3138, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7346, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7566, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1794.7872, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7376, kappa: 0.3496, kb_relative_information_score: 1263.6546, mean_absolute_error: 0.314, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7346, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.757, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 2016.8715, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.737, kappa: 0.3474, kb_relative_information_score: 1250.9253, mean_absolute_error: 0.3152, 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: 0.7599, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 2006.1793, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.731, kappa: 0.3302, kb_relative_information_score: 1207.8918, mean_absolute_error: 0.3193, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7283, predictive_accuracy: 0.7441, prior_entropy: 0.8733, recall: 0.7441, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.872, scimark_benchmark: 1965.5656, 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: 0.8126, f_measure: 0.7358, kappa: 0.3438, kb_relative_information_score: 1239.4012, mean_absolute_error: 0.3164, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7329, predictive_accuracy: 0.7472, prior_entropy: 0.8733, recall: 0.7472, relative_absolute_error: 0.7628, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1972.161, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.037, 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: 1992.6593, usercpu_time_millis: 0.084, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.047,
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: 1737.7837, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7342, kappa: 0.3393, kb_relative_information_score: 1230.9234, mean_absolute_error: 0.3171, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7314, predictive_accuracy: 0.7461, prior_entropy: 0.8733, recall: 0.7461, relative_absolute_error: 0.7646, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1739.2591, usercpu_time_millis: 0.116, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.075,
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: 1788.5794, 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: 1734.5664, 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: 0.8124, f_measure: 0.7379, kappa: 0.3499, kb_relative_information_score: 1256.7106, mean_absolute_error: 0.3146, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7349, predictive_accuracy: 0.7485, prior_entropy: 0.8733, recall: 0.7485, relative_absolute_error: 0.7586, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1686.4447, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7384, kappa: 0.3517, kb_relative_information_score: 1270.9419, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7353, predictive_accuracy: 0.7485, prior_entropy: 0.8733, recall: 0.7485, relative_absolute_error: 0.7553, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8726, scimark_benchmark: 1735.5975, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.076,

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