OpenML
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 9952 Supervised Classification phoneme 113807 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_218 study_50 study_7 study_98 study_99
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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: 1722.4916, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.6492, kappa: 0.1191, kb_relative_information_score: 758.0139, mean_absolute_error: 0.3582, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6702, predictive_accuracy: 0.7117, prior_entropy: 0.8733, recall: 0.7117, relative_absolute_error: 0.8637, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.409, root_relative_squared_error: 0.8983, scimark_benchmark: 1846.2342, 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: 0.7365, kappa: 0.3458, kb_relative_information_score: 1243.6163, mean_absolute_error: 0.3159, 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: 0.7616, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1843.657, 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: 0.499, 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: 1843.7091, 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: 1839.6013, 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: 0.8129, f_measure: 0.7179, kappa: 0.2939, kb_relative_information_score: 1111.3435, mean_absolute_error: 0.3283, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7164, predictive_accuracy: 0.7361, prior_entropy: 0.8733, recall: 0.7361, relative_absolute_error: 0.7916, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.8736, scimark_benchmark: 1847.8034, 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: 1843.3238, 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: 1839.5885, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7992, f_measure: 0.6052, kappa: 0.0281, kb_relative_information_score: 618.8795, mean_absolute_error: 0.369, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6296, predictive_accuracy: 0.7024, prior_entropy: 0.8733, recall: 0.7024, relative_absolute_error: 0.8897, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4162, root_relative_squared_error: 0.914, scimark_benchmark: 1858.6775, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3502, kb_relative_information_score: 1264.8357, 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: 1853.5297, 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: 1835.7155, 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: 1722.1939, 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: 0.8072, f_measure: 0.6431, kappa: 0.107, kb_relative_information_score: 731.6377, mean_absolute_error: 0.3603, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6725, predictive_accuracy: 0.7128, prior_entropy: 0.8733, recall: 0.7128, relative_absolute_error: 0.8687, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4102, root_relative_squared_error: 0.9009, scimark_benchmark: 1880.137, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8035, f_measure: 0.5863, kappa: 0.0027, kb_relative_information_score: 459.5125, mean_absolute_error: 0.3814, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7929, predictive_accuracy: 0.7071, prior_entropy: 0.8733, recall: 0.7071, relative_absolute_error: 0.9197, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4243, root_relative_squared_error: 0.9317, scimark_benchmark: 1880.137, 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: 0.499, 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: 1850.2875, 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: 0.7306, kappa: 0.3295, kb_relative_information_score: 1205.3408, mean_absolute_error: 0.3195, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.728, predictive_accuracy: 0.7437, prior_entropy: 0.8733, recall: 0.7437, relative_absolute_error: 0.7703, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1876.8796, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.04, 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: 1730.591, 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: 1847.8034, 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: 0.499, 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: 1846.3099, 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: 0.8124, f_measure: 0.7379, kappa: 0.3499, kb_relative_information_score: 1255.9727, mean_absolute_error: 0.3147, 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: 0.7588, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1850.3603, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.039, 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: 1845.7061, 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: 0.8124, f_measure: 0.7365, kappa: 0.346, kb_relative_information_score: 1247.3835, 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: 1729.7915, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7229, kappa: 0.3072, kb_relative_information_score: 1123.8729, mean_absolute_error: 0.327, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7212, predictive_accuracy: 0.7396, prior_entropy: 0.8733, recall: 0.7396, relative_absolute_error: 0.7885, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.8735, scimark_benchmark: 1720.7608, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7269, kappa: 0.319, kb_relative_information_score: 1183.8034, mean_absolute_error: 0.3216, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7244, predictive_accuracy: 0.7413, prior_entropy: 0.8733, recall: 0.7413, relative_absolute_error: 0.7754, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1838.1183, 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: 1724.3221, 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: 1720.4236, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.057,
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: 1845.7061, 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: 0.8128, f_measure: 0.72, kappa: 0.2994, kb_relative_information_score: 1111.9087, mean_absolute_error: 0.3282, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7186, predictive_accuracy: 0.7378, prior_entropy: 0.8733, recall: 0.7378, relative_absolute_error: 0.7914, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.8736, scimark_benchmark: 1850.2875, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3502, kb_relative_information_score: 1266.7607, 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: 0.7563, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1839.5885, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.042, 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: 1843.1261, 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: 1845.3208, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.793, f_measure: 0.5884, kappa: 0.0067, kb_relative_information_score: 437.5974, mean_absolute_error: 0.3834, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7607, predictive_accuracy: 0.7078, prior_entropy: 0.8733, recall: 0.7078, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4263, root_relative_squared_error: 0.9361, scimark_benchmark: 1843.657, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7261, kappa: 0.3167, kb_relative_information_score: 1167.1912, mean_absolute_error: 0.3231, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7239, predictive_accuracy: 0.7411, prior_entropy: 0.8733, recall: 0.7411, relative_absolute_error: 0.7791, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8724, scimark_benchmark: 1843.1261, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.728, kappa: 0.322, kb_relative_information_score: 1189.1592, mean_absolute_error: 0.321, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7255, predictive_accuracy: 0.742, prior_entropy: 0.8733, recall: 0.742, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1845.3208, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.07,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3502, kb_relative_information_score: 1266.2097, 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: 1850.2875, 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: 0.8126, f_measure: 0.734, kappa: 0.3387, kb_relative_information_score: 1231.7346, mean_absolute_error: 0.3171, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7311, predictive_accuracy: 0.7459, prior_entropy: 0.8733, recall: 0.7459, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1842.2127, 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: 1842.2127, 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: 1838.9815, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.061,
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: 1842.598, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.044, 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: 1846.6923, 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: 0.8122, f_measure: 0.6923, kappa: 0.2239, kb_relative_information_score: 935.0503, mean_absolute_error: 0.3437, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6972, predictive_accuracy: 0.725, prior_entropy: 0.8733, recall: 0.725, relative_absolute_error: 0.8288, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4019, root_relative_squared_error: 0.8826, scimark_benchmark: 1841.0772, 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: 0.8127, f_measure: 0.7001, kappa: 0.2449, kb_relative_information_score: 990.3389, mean_absolute_error: 0.339, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.702, predictive_accuracy: 0.7274, prior_entropy: 0.8733, recall: 0.7274, relative_absolute_error: 0.8174, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.879, scimark_benchmark: 1849.2614, 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: 0.7925, f_measure: 0.5879, kappa: 0.0059, kb_relative_information_score: 433.3782, mean_absolute_error: 0.3838, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7566, predictive_accuracy: 0.7076, prior_entropy: 0.8733, recall: 0.7076, relative_absolute_error: 0.9253, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4266, root_relative_squared_error: 0.9368, scimark_benchmark: 1845.1352, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.5884, kappa: 0.0067, kb_relative_information_score: 443.5187, mean_absolute_error: 0.383, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7607, predictive_accuracy: 0.7078, prior_entropy: 0.8733, recall: 0.7078, relative_absolute_error: 0.9236, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.426, root_relative_squared_error: 0.9356, scimark_benchmark: 1846.6923, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7377, kappa: 0.3494, kb_relative_information_score: 1259.7428, mean_absolute_error: 0.3144, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7346, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.758, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1853.9121, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.078,
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: 1845.7061, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.044, 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: 1846.7651, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.7103, kappa: 0.2728, kb_relative_information_score: 1071.6686, mean_absolute_error: 0.3319, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7096, predictive_accuracy: 0.7317, prior_entropy: 0.8733, recall: 0.7317, relative_absolute_error: 0.8003, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3984, root_relative_squared_error: 0.8749, scimark_benchmark: 1849.8294, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.044, 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: 1846.6923, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.039, 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: 1843.1261, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.041, 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: 1838.1471, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.041, 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: 1845.8517, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7386, kappa: 0.3523, kb_relative_information_score: 1274.7016, mean_absolute_error: 0.3129, 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: 0.7545, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1847.8034, usercpu_time_millis: 0.129, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7389, kappa: 0.3529, kb_relative_information_score: 1276.8576, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7358, predictive_accuracy: 0.7489, prior_entropy: 0.8733, recall: 0.7489, 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: 1846.6923, usercpu_time_millis: 0.132, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.085,
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: 1840.5827, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.057,
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: 1849.8294, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.585, kb_relative_information_score: 472.9338, mean_absolute_error: 0.3811, 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: 0.9189, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4235, root_relative_squared_error: 0.93, scimark_benchmark: 1844.149, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.043, 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: 1854.4951, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.7194, kappa: 0.2978, kb_relative_information_score: 1116.673, mean_absolute_error: 0.3278, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7179, predictive_accuracy: 0.7372, prior_entropy: 0.8733, recall: 0.7372, relative_absolute_error: 0.7904, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.8734, scimark_benchmark: 1849.9393, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.043, 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: 1847.2233, usercpu_time_millis: 0.665, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.62,
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: 1846.7651, 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: 0.499, 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: 1846.6923, 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: 0.499, 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: 1846.1643, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7374, kappa: 0.349, kb_relative_information_score: 1263.258, mean_absolute_error: 0.314, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7344, predictive_accuracy: 0.7478, prior_entropy: 0.8733, recall: 0.7478, relative_absolute_error: 0.7571, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1844.1173, usercpu_time_millis: 0.647, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.601,

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