OpenML
Supervised Classification on banknote-authentication

Supervised Classification on banknote-authentication

Task 145834 Supervised Classification banknote-authentication 43620 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9106, kappa: 0.8186, kb_relative_information_score: 658.0552, mean_absolute_error: 0.2865, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9123, predictive_accuracy: 0.9111, prior_entropy: 0.9912, recall: 0.9111, relative_absolute_error: 0.5801, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3182, root_relative_squared_error: 0.6403, scimark_benchmark: 1867.725, usercpu_time_millis: 0.202, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.7547, kappa: 0.5099, kb_relative_information_score: 197.4058, mean_absolute_error: 0.4399, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.798, predictive_accuracy: 0.7675, prior_entropy: 0.9912, recall: 0.7675, relative_absolute_error: 0.8907, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4456, root_relative_squared_error: 0.8967, scimark_benchmark: 1856.4009, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1748.2025, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9782, kappa: 0.9559, kb_relative_information_score: 1200.1059, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9788, predictive_accuracy: 0.9781, prior_entropy: 0.9912, recall: 0.9781, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1334, root_relative_squared_error: 0.2685, scimark_benchmark: 1870.4728, usercpu_time_millis: 0.201, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9782, kappa: 0.9559, kb_relative_information_score: 1208.9818, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9788, predictive_accuracy: 0.9781, prior_entropy: 0.9912, recall: 0.9781, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.131, root_relative_squared_error: 0.2636, scimark_benchmark: 1834.465, usercpu_time_millis: 0.21, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1750.7876, usercpu_time_millis: 0.329, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8321, kappa: 0.659, kb_relative_information_score: 389.5397, mean_absolute_error: 0.3781, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8363, predictive_accuracy: 0.8338, prior_entropy: 0.9912, recall: 0.8338, relative_absolute_error: 0.7656, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.7963, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.19, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.7662, kappa: 0.5312, kb_relative_information_score: 210.3057, mean_absolute_error: 0.436, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8035, predictive_accuracy: 0.777, prior_entropy: 0.9912, recall: 0.777, relative_absolute_error: 0.8829, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.8899, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.189, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1746.3856, usercpu_time_millis: 0.237, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9811, kappa: 0.9618, kb_relative_information_score: 1251.1764, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9815, predictive_accuracy: 0.9811, prior_entropy: 0.9912, recall: 0.9811, relative_absolute_error: 0.1034, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.2345, scimark_benchmark: 1757.4543, usercpu_time_millis: 0.219, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9621, kappa: 0.9233, kb_relative_information_score: 976.0231, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9622, predictive_accuracy: 0.9621, prior_entropy: 0.9912, recall: 0.9621, relative_absolute_error: 0.3384, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.214, root_relative_squared_error: 0.4306, scimark_benchmark: 1775.0191, usercpu_time_millis: 0.21, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1757.7927, usercpu_time_millis: 0.203, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1748.512, usercpu_time_millis: 0.242, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9738, kappa: 0.9471, kb_relative_information_score: 1145.4903, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9743, predictive_accuracy: 0.9738, prior_entropy: 0.9912, recall: 0.9738, relative_absolute_error: 0.1976, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.3064, scimark_benchmark: 1798.3232, usercpu_time_millis: 0.209, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1747.8165, usercpu_time_millis: 0.229, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9811, kappa: 0.9618, kb_relative_information_score: 1276.8853, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9815, predictive_accuracy: 0.9811, prior_entropy: 0.9912, recall: 0.9811, relative_absolute_error: 0.0802, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.2156, scimark_benchmark: 1748.1217, usercpu_time_millis: 0.252, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1753.1596, usercpu_time_millis: 0.208, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9327, kappa: 0.8635, kb_relative_information_score: 722.9819, mean_absolute_error: 0.2643, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9337, predictive_accuracy: 0.9329, prior_entropy: 0.9912, recall: 0.9329, relative_absolute_error: 0.5352, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.296, root_relative_squared_error: 0.5956, scimark_benchmark: 1766.5291, usercpu_time_millis: 0.205, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1787.8084, usercpu_time_millis: 0.204, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9818, kappa: 0.9632, kb_relative_information_score: 1281.8367, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9822, predictive_accuracy: 0.9818, prior_entropy: 0.9912, recall: 0.9818, relative_absolute_error: 0.0758, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.2117, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.232, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1884.4592, usercpu_time_millis: 0.186, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.8109, kappa: 0.6221, kb_relative_information_score: 216.332, mean_absolute_error: 0.435, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8617, predictive_accuracy: 0.8207, prior_entropy: 0.9912, recall: 0.8207, relative_absolute_error: 0.8809, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4405, root_relative_squared_error: 0.8864, scimark_benchmark: 1750.788, usercpu_time_millis: 0.208, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1784.8974, usercpu_time_millis: 0.194, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9811, kappa: 0.9618, kb_relative_information_score: 1253.626, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9815, predictive_accuracy: 0.9811, prior_entropy: 0.9912, recall: 0.9811, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1157, root_relative_squared_error: 0.2328, scimark_benchmark: 1801.5819, usercpu_time_millis: 0.226, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9789, kappa: 0.9574, kb_relative_information_score: 1222.0228, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9795, predictive_accuracy: 0.9789, prior_entropy: 0.9912, recall: 0.9789, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.2549, scimark_benchmark: 1741.6387, usercpu_time_millis: 0.229, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1824.0783, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1760.9006, usercpu_time_millis: 0.216, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1787.2965, usercpu_time_millis: 0.197, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9811, kappa: 0.9618, kb_relative_information_score: 1272.7016, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9815, predictive_accuracy: 0.9811, prior_entropy: 0.9912, recall: 0.9811, relative_absolute_error: 0.084, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.219, scimark_benchmark: 1742.2393, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.3966, kb_relative_information_score: 22.841, mean_absolute_error: 0.4881, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 0.9883, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4911, root_relative_squared_error: 0.9884, scimark_benchmark: 1075.5527, usercpu_time_millis: 0.342, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 0.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9716, kappa: 0.9426, kb_relative_information_score: 1073.7514, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9721, predictive_accuracy: 0.9716, prior_entropy: 0.9912, recall: 0.9716, relative_absolute_error: 0.2589, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.3581, scimark_benchmark: 1092.1453, usercpu_time_millis: 0.345, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 0.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9804, kappa: 0.9603, kb_relative_information_score: 1229.6424, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9808, predictive_accuracy: 0.9803, prior_entropy: 0.9912, recall: 0.9803, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.2489, scimark_benchmark: 1810.0162, usercpu_time_millis: 0.208, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.918, kappa: 0.8335, kb_relative_information_score: 647.2972, mean_absolute_error: 0.2917, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9197, predictive_accuracy: 0.9184, prior_entropy: 0.9912, recall: 0.9184, relative_absolute_error: 0.5907, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.6425, scimark_benchmark: 1038.1969, usercpu_time_millis: 0.347, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.929, kappa: 0.856, kb_relative_information_score: 680.6318, mean_absolute_error: 0.2803, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9302, predictive_accuracy: 0.9293, prior_entropy: 0.9912, recall: 0.9293, relative_absolute_error: 0.5676, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3082, root_relative_squared_error: 0.6201, scimark_benchmark: 1034.3486, usercpu_time_millis: 0.305, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.238,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1730.8613, usercpu_time_millis: 0.256, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1729.967, usercpu_time_millis: 0.241, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1869.8223, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.7422, kappa: 0.4868, kb_relative_information_score: 189.9976, mean_absolute_error: 0.4421, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.7921, predictive_accuracy: 0.7573, prior_entropy: 0.9912, recall: 0.7573, relative_absolute_error: 0.8951, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4476, root_relative_squared_error: 0.9007, scimark_benchmark: 1752.969, usercpu_time_millis: 0.201, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1838.1597, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1872.4881, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1750.3253, usercpu_time_millis: 0.218, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1748.6032, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1877.2162, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1770.3975, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1753.1831, usercpu_time_millis: 0.216, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9738, kappa: 0.9471, kb_relative_information_score: 1140.5149, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9743, predictive_accuracy: 0.9738, prior_entropy: 0.9912, recall: 0.9738, relative_absolute_error: 0.2012, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.3128, scimark_benchmark: 1759.8674, usercpu_time_millis: 0.223, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9387, kappa: 0.8756, kb_relative_information_score: 880.8747, mean_absolute_error: 0.2011, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.939, predictive_accuracy: 0.9388, prior_entropy: 0.9912, recall: 0.9388, relative_absolute_error: 0.4072, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.5103, scimark_benchmark: 1789.8328, usercpu_time_millis: 0.206, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9083, kappa: 0.8138, kb_relative_information_score: 585.7168, mean_absolute_error: 0.3138, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9108, predictive_accuracy: 0.9089, prior_entropy: 0.9912, recall: 0.9089, relative_absolute_error: 0.6354, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3374, root_relative_squared_error: 0.6789, scimark_benchmark: 1791.6909, usercpu_time_millis: 0.204, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1795.8136, usercpu_time_millis: 0.209, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.8008, kappa: 0.6029, kb_relative_information_score: 208.809, mean_absolute_error: 0.4372, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8566, predictive_accuracy: 0.812, prior_entropy: 0.9912, recall: 0.812, relative_absolute_error: 0.8852, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4425, root_relative_squared_error: 0.8904, scimark_benchmark: 1771.1745, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9599, kappa: 0.9188, kb_relative_information_score: 928.671, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9599, predictive_accuracy: 0.9599, prior_entropy: 0.9912, recall: 0.9599, relative_absolute_error: 0.3769, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.4618, scimark_benchmark: 1741.1835, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1791.5567, usercpu_time_millis: 0.189, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9811, kappa: 0.9618, kb_relative_information_score: 1252.8211, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9815, predictive_accuracy: 0.9811, prior_entropy: 0.9912, recall: 0.9811, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.2333, scimark_benchmark: 1810.6201, usercpu_time_millis: 0.204, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1716.9447, usercpu_time_millis: 0.285, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.8784, kappa: 0.753, kb_relative_information_score: 491.9537, mean_absolute_error: 0.3457, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8844, predictive_accuracy: 0.8797, prior_entropy: 0.9912, recall: 0.8797, relative_absolute_error: 0.6999, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3654, root_relative_squared_error: 0.7354, scimark_benchmark: 1069.6607, usercpu_time_millis: 0.338, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 0.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.8534, kappa: 0.7023, kb_relative_information_score: 529.9214, mean_absolute_error: 0.3289, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8551, predictive_accuracy: 0.8542, prior_entropy: 0.9912, recall: 0.8542, relative_absolute_error: 0.666, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.7236, scimark_benchmark: 1095.0216, usercpu_time_millis: 0.329, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1805.9322, usercpu_time_millis: 0.203, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1769.1254, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9614, kappa: 0.9219, kb_relative_information_score: 950.5965, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9615, predictive_accuracy: 0.9614, prior_entropy: 0.9912, recall: 0.9614, relative_absolute_error: 0.3615, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.4416, scimark_benchmark: 1792.6164, usercpu_time_millis: 0.198, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1818.946, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.6231, kappa: 0.2971, kb_relative_information_score: 126.1637, mean_absolute_error: 0.4607, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.7936, predictive_accuracy: 0.6778, prior_entropy: 0.9912, recall: 0.6778, relative_absolute_error: 0.9329, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4645, root_relative_squared_error: 0.9347, scimark_benchmark: 1756.0402, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1757.6809, usercpu_time_millis: 0.205, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1750.3868, usercpu_time_millis: 0.199, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.154,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs