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: 0.5425, f_measure: 0.6234, kappa: 0.2845, kb_relative_information_score: 200.1975, mean_absolute_error: 0.4284, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.7408, predictive_accuracy: 0.6698, prior_entropy: 0.9912, recall: 0.6698, relative_absolute_error: 0.8674, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4633, root_relative_squared_error: 0.9324, scimark_benchmark: 1755.0788, usercpu_time_millis: 2.26, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 2.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1325.4502, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.1768, scimark_benchmark: 1865.8853, usercpu_time_millis: 0.502, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1357.6939, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0128, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0362, root_relative_squared_error: 0.0729, scimark_benchmark: 1872.9496, usercpu_time_millis: 3.385, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 3.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 1367.7416, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9912, recall: 0.9993, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0174, root_relative_squared_error: 0.0351, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.553, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5142, f_measure: 0.52, kappa: 0.0576, kb_relative_information_score: 66.7816, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.5433, predictive_accuracy: 0.5583, prior_entropy: 0.9912, recall: 0.5583, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4874, root_relative_squared_error: 0.9808, scimark_benchmark: 1877.7472, usercpu_time_millis: 2.031, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 1.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9818, kappa: 0.9632, kb_relative_information_score: 1311.8446, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9819, predictive_accuracy: 0.9818, prior_entropy: 0.9912, recall: 0.9818, relative_absolute_error: 0.0466, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1024, root_relative_squared_error: 0.206, scimark_benchmark: 1764.5599, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9272, f_measure: 0.7328, kappa: 0.5075, kb_relative_information_score: 652.1401, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.837, predictive_accuracy: 0.7427, prior_entropy: 0.9912, recall: 0.7427, relative_absolute_error: 0.5286, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.385, root_relative_squared_error: 0.7747, scimark_benchmark: 1880.1734, usercpu_time_millis: 4.908, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 4.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9346, kappa: 0.8691, kb_relative_information_score: 1032.8861, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9428, predictive_accuracy: 0.9344, prior_entropy: 0.9912, recall: 0.9344, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4688, scimark_benchmark: 1873.6255, usercpu_time_millis: 1.413, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 1.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1364.3203, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0071, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.023, root_relative_squared_error: 0.0463, scimark_benchmark: 1850.8173, usercpu_time_millis: 3.674, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 3.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1294.963, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.0633, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1094, root_relative_squared_error: 0.2202, scimark_benchmark: 1860.8137, usercpu_time_millis: 0.674, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9751, kappa: 0.9496, kb_relative_information_score: 1163.9704, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9761, predictive_accuracy: 0.9752, prior_entropy: 0.9912, recall: 0.9752, relative_absolute_error: 0.1737, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.3327, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.734, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9265, kappa: 0.8513, kb_relative_information_score: 1113.5041, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9267, predictive_accuracy: 0.9264, prior_entropy: 0.9912, recall: 0.9264, relative_absolute_error: 0.1992, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.4449, scimark_benchmark: 1861.2508, usercpu_time_millis: 1.415, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1325.2717, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0375, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0881, root_relative_squared_error: 0.1774, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.494, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1366.1688, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0054, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0195, root_relative_squared_error: 0.0392, scimark_benchmark: 1871.9676, usercpu_time_millis: 2.588, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 2.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 1316.7867, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 0.9912, recall: 0.9883, relative_absolute_error: 0.0444, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.183, scimark_benchmark: 1874.5188, usercpu_time_millis: 2.228, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 2.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 1358.2566, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9912, recall: 0.9985, relative_absolute_error: 0.0116, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0389, root_relative_squared_error: 0.0782, scimark_benchmark: 1872.4956, usercpu_time_millis: 1.305, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 1.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1368.3352, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0036, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0104, root_relative_squared_error: 0.0209, scimark_benchmark: 1880.2455, usercpu_time_millis: 2.026, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 2.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1325.1638, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0378, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.1766, scimark_benchmark: 1768.5427, usercpu_time_millis: 0.536, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9357, f_measure: 0.8528, kappa: 0.7013, kb_relative_information_score: 792.6595, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8539, predictive_accuracy: 0.8535, prior_entropy: 0.9912, recall: 0.8535, relative_absolute_error: 0.4472, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.6535, scimark_benchmark: 1873.4078, usercpu_time_millis: 2.016, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.79, kappa: 0.5739, kb_relative_information_score: 426.09, mean_absolute_error: 0.3618, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.7993, predictive_accuracy: 0.7937, prior_entropy: 0.9912, recall: 0.7937, relative_absolute_error: 0.7326, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4158, root_relative_squared_error: 0.8367, scimark_benchmark: 1873.9527, usercpu_time_millis: 5.071, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 5.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 1321.1045, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 0.9912, recall: 0.9883, relative_absolute_error: 0.0409, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.088, root_relative_squared_error: 0.1772, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.929, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9556, kappa: 0.91, kb_relative_information_score: 1220.6924, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9556, predictive_accuracy: 0.9555, prior_entropy: 0.9912, recall: 0.9555, relative_absolute_error: 0.116, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.17, root_relative_squared_error: 0.3421, scimark_benchmark: 1873.4078, usercpu_time_millis: 1.222, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 1.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9847, kappa: 0.9691, kb_relative_information_score: 1318.4484, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9848, predictive_accuracy: 0.9847, prior_entropy: 0.9912, recall: 0.9847, relative_absolute_error: 0.0416, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.1922, scimark_benchmark: 1865.4271, usercpu_time_millis: 0.531, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9586, kappa: 0.9165, kb_relative_information_score: 1227.703, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9611, predictive_accuracy: 0.9585, prior_entropy: 0.9912, recall: 0.9585, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.3697, scimark_benchmark: 1727.6475, usercpu_time_millis: 2.756, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 2.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9811, kappa: 0.9617, kb_relative_information_score: 1309.6512, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9812, predictive_accuracy: 0.9811, prior_entropy: 0.9912, recall: 0.9811, relative_absolute_error: 0.0481, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.2115, scimark_benchmark: 1876.6882, usercpu_time_millis: 0.731, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8316, f_measure: 0.7906, kappa: 0.5752, kb_relative_information_score: 426.4897, mean_absolute_error: 0.3616, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8005, predictive_accuracy: 0.7945, prior_entropy: 0.9912, recall: 0.7945, relative_absolute_error: 0.7323, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4155, root_relative_squared_error: 0.8362, scimark_benchmark: 1737.4665, usercpu_time_millis: 12.188, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 12.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 1361.0499, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9912, recall: 0.9985, relative_absolute_error: 0.0095, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0329, root_relative_squared_error: 0.0663, scimark_benchmark: 1869.1727, usercpu_time_millis: 1.136, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 1.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8305, kappa: 0.6567, kb_relative_information_score: 735.5275, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8473, predictive_accuracy: 0.8345, prior_entropy: 0.9912, recall: 0.8345, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.327, root_relative_squared_error: 0.658, scimark_benchmark: 1869.1029, usercpu_time_millis: 1.766, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1368.682, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0094, root_relative_squared_error: 0.0189, scimark_benchmark: 1873.3742, usercpu_time_millis: 1.677, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 1.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8807, kappa: 0.758, kb_relative_information_score: 918.732, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8816, predictive_accuracy: 0.8812, prior_entropy: 0.9912, recall: 0.8812, relative_absolute_error: 0.352, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2886, root_relative_squared_error: 0.5809, scimark_benchmark: 1873.3476, usercpu_time_millis: 8.588, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 8.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9803, kappa: 0.9603, kb_relative_information_score: 1263.2798, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9806, predictive_accuracy: 0.9803, prior_entropy: 0.9912, recall: 0.9803, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.269, scimark_benchmark: 1867.6284, usercpu_time_millis: 1.071, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 1.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 1341.5183, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9912, recall: 0.9993, relative_absolute_error: 0.0283, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.049, root_relative_squared_error: 0.0987, scimark_benchmark: 1849.7379, usercpu_time_millis: 0.67, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.6667, kappa: 0.3925, kb_relative_information_score: 447.6979, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.7734, predictive_accuracy: 0.6815, prior_entropy: 0.9912, recall: 0.6815, relative_absolute_error: 0.6782, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8129, scimark_benchmark: 1769.1254, usercpu_time_millis: 4.822, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 4.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 1367.7766, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9912, recall: 0.9993, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0169, root_relative_squared_error: 0.034, scimark_benchmark: 1868.2531, usercpu_time_millis: 0.641, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.8499, kappa: 0.6953, kb_relative_information_score: 791.8055, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8509, predictive_accuracy: 0.8506, prior_entropy: 0.9912, recall: 0.8506, relative_absolute_error: 0.4476, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.6543, scimark_benchmark: 1865.8101, usercpu_time_millis: 2.041, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 2.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9186, kappa: 0.8377, kb_relative_information_score: 980.1372, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.931, predictive_accuracy: 0.9184, prior_entropy: 0.9912, recall: 0.9184, relative_absolute_error: 0.3054, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.5104, scimark_benchmark: 1877.6143, usercpu_time_millis: 1.462, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9664, kappa: 0.9319, kb_relative_information_score: 1096.7143, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 0.9912, recall: 0.9665, relative_absolute_error: 0.223, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.4046, scimark_benchmark: 1876.7581, usercpu_time_millis: 0.906, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.886,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.8542, kappa: 0.7156, kb_relative_information_score: 955.4544, mean_absolute_error: 0.1516, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8906, predictive_accuracy: 0.855, prior_entropy: 0.9912, recall: 0.855, relative_absolute_error: 0.3069, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.5913, scimark_benchmark: 1856.0168, usercpu_time_millis: 5.066, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 4.988,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 1323.6074, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0385, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.1826, scimark_benchmark: 1864.8991, usercpu_time_millis: 0.489, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.8407, kappa: 0.6833, kb_relative_information_score: 726.0498, mean_absolute_error: 0.2403, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.855, predictive_accuracy: 0.8404, prior_entropy: 0.9912, recall: 0.8404, relative_absolute_error: 0.4866, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.328, root_relative_squared_error: 0.6601, scimark_benchmark: 1868.6447, usercpu_time_millis: 5.132, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 5.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9723, kappa: 0.9441, kb_relative_information_score: 1283.0634, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9728, predictive_accuracy: 0.9723, prior_entropy: 0.9912, recall: 0.9723, relative_absolute_error: 0.0684, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.2601, scimark_benchmark: 1868.269, usercpu_time_millis: 1.681, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9317, kappa: 0.8628, kb_relative_information_score: 1123.253, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9365, predictive_accuracy: 0.9315, prior_entropy: 0.9912, recall: 0.9315, relative_absolute_error: 0.1888, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.236, root_relative_squared_error: 0.475, scimark_benchmark: 1876.7581, usercpu_time_millis: 2.484, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 2.442,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6029, f_measure: 0.6414, kappa: 0.3125, kb_relative_information_score: 233.8231, mean_absolute_error: 0.4175, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.7456, predictive_accuracy: 0.6815, prior_entropy: 0.9912, recall: 0.6815, relative_absolute_error: 0.8453, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4564, root_relative_squared_error: 0.9184, scimark_benchmark: 1875.903, usercpu_time_millis: 2.003, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 1.967,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1325.5272, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.1763, scimark_benchmark: 1873.6255, usercpu_time_millis: 0.511, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 1327.8803, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0353, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0845, root_relative_squared_error: 0.1701, scimark_benchmark: 1866.2641, usercpu_time_millis: 0.536, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9672, kappa: 0.9334, kb_relative_information_score: 1138.1215, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9673, predictive_accuracy: 0.9672, prior_entropy: 0.9912, recall: 0.9672, relative_absolute_error: 0.1915, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.3655, scimark_benchmark: 1866.9963, usercpu_time_millis: 0.826, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1327.2661, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0362, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.1661, scimark_benchmark: 1814.7575, usercpu_time_millis: 0.538, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9818, kappa: 0.9633, kb_relative_information_score: 1241.3955, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9825, predictive_accuracy: 0.9818, prior_entropy: 0.9912, recall: 0.9818, relative_absolute_error: 0.1061, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.2986, scimark_benchmark: 1876.7581, usercpu_time_millis: 1.246, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 1.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 1325.5935, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0373, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.1756, scimark_benchmark: 1756.6647, usercpu_time_millis: 0.547, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9731, kappa: 0.9455, kb_relative_information_score: 1271.6198, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9734, predictive_accuracy: 0.973, prior_entropy: 0.9912, recall: 0.973, relative_absolute_error: 0.0781, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1334, root_relative_squared_error: 0.2684, scimark_benchmark: 1873.4805, usercpu_time_millis: 1.833, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 1324.0428, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.1726, scimark_benchmark: 1754.5573, usercpu_time_millis: 0.629, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9731, kappa: 0.9457, kb_relative_information_score: 1225.3189, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9746, predictive_accuracy: 0.973, prior_entropy: 0.9912, recall: 0.973, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.16, root_relative_squared_error: 0.3219, scimark_benchmark: 1873.8757, usercpu_time_millis: 1.339, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 1.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 1317.4717, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 0.9912, recall: 0.9883, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.1826, scimark_benchmark: 1877.8071, usercpu_time_millis: 1.76, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 1.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 1316.8631, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 0.9912, recall: 0.9883, relative_absolute_error: 0.0443, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.091, root_relative_squared_error: 0.1831, scimark_benchmark: 1872.4216, usercpu_time_millis: 1.994, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 1.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1368.0997, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0112, root_relative_squared_error: 0.0226, scimark_benchmark: 1849.8236, usercpu_time_millis: 2.22, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 2.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 1354.8046, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9912, recall: 0.9971, relative_absolute_error: 0.014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0476, root_relative_squared_error: 0.0958, scimark_benchmark: 1863.9124, usercpu_time_millis: 2.825, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 2.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1359.3135, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.012, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.027, root_relative_squared_error: 0.0543, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.518, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6256, f_measure: 0.6439, kappa: 0.3139, kb_relative_information_score: 248.7427, mean_absolute_error: 0.4124, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.7382, predictive_accuracy: 0.6815, prior_entropy: 0.9912, recall: 0.6815, relative_absolute_error: 0.835, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4534, root_relative_squared_error: 0.9123, scimark_benchmark: 1872.9496, usercpu_time_millis: 1.961, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 1.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.8466, kappa: 0.6938, kb_relative_information_score: 866.7112, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8566, predictive_accuracy: 0.8462, prior_entropy: 0.9912, recall: 0.8462, relative_absolute_error: 0.381, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.328, root_relative_squared_error: 0.6601, scimark_benchmark: 1859.3596, usercpu_time_millis: 2.58, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 2.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 1327.9011, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0353, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.1695, scimark_benchmark: 1880.1857, usercpu_time_millis: 0.521, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 1331.2438, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9957, predictive_accuracy: 0.9956, prior_entropy: 0.9912, recall: 0.9956, relative_absolute_error: 0.0348, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.1379, scimark_benchmark: 1878.7253, usercpu_time_millis: 4.759, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 4.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.8474, kappa: 0.6952, kb_relative_information_score: 869.8118, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8571, predictive_accuracy: 0.8469, prior_entropy: 0.9912, recall: 0.8469, relative_absolute_error: 0.3786, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.6586, scimark_benchmark: 1870.742, usercpu_time_millis: 2.468, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 2.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 1324.0669, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.1814, scimark_benchmark: 1856.9289, usercpu_time_millis: 0.495, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1353.1832, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0406, root_relative_squared_error: 0.0818, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.484, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1362.1309, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0095, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0203, root_relative_squared_error: 0.0408, scimark_benchmark: 1872.4216, usercpu_time_millis: 0.33, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9803, kappa: 0.9602, kb_relative_information_score: 1304.2079, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9805, predictive_accuracy: 0.9803, prior_entropy: 0.9912, recall: 0.9803, relative_absolute_error: 0.0522, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.2223, scimark_benchmark: 1868.3139, usercpu_time_millis: 0.804, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9722, kappa: 0.9436, kb_relative_information_score: 1152.4306, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9731, predictive_accuracy: 0.9723, prior_entropy: 0.9912, recall: 0.9723, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.3474, scimark_benchmark: 1874.3338, usercpu_time_millis: 0.692, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 1324.2485, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0385, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.1735, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.574, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8454, kappa: 0.6861, kb_relative_information_score: 769.0482, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8468, predictive_accuracy: 0.8462, prior_entropy: 0.9912, recall: 0.8462, relative_absolute_error: 0.4635, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.6684, scimark_benchmark: 1755.3672, usercpu_time_millis: 2.099, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 2.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9642, kappa: 0.9275, kb_relative_information_score: 1099.8661, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9645, predictive_accuracy: 0.9643, prior_entropy: 0.9912, recall: 0.9643, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.199, root_relative_squared_error: 0.4004, scimark_benchmark: 1873.1257, usercpu_time_millis: 0.9, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9693, kappa: 0.9378, kb_relative_information_score: 1151.2836, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9697, predictive_accuracy: 0.9694, prior_entropy: 0.9912, recall: 0.9694, relative_absolute_error: 0.1817, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.3512, scimark_benchmark: 1754.6045, usercpu_time_millis: 0.803, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9832, kappa: 0.9661, kb_relative_information_score: 1317.6521, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9833, predictive_accuracy: 0.9832, prior_entropy: 0.9912, recall: 0.9832, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.096, root_relative_squared_error: 0.1931, scimark_benchmark: 1747.8971, usercpu_time_millis: 0.609, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 1322.5409, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 0.9912, recall: 0.9883, relative_absolute_error: 0.0398, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.1735, scimark_benchmark: 1873.8757, usercpu_time_millis: 0.84, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5141, f_measure: 0.52, kappa: 0.0576, kb_relative_information_score: 66.8131, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.5433, predictive_accuracy: 0.5583, prior_entropy: 0.9912, recall: 0.5583, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4874, root_relative_squared_error: 0.9808, scimark_benchmark: 1872.4216, usercpu_time_millis: 2.043, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 2.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9147, kappa: 0.8271, kb_relative_information_score: 1030.1979, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9147, predictive_accuracy: 0.9147, prior_entropy: 0.9912, recall: 0.9147, relative_absolute_error: 0.2666, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2483, root_relative_squared_error: 0.4996, scimark_benchmark: 1754.4555, usercpu_time_millis: 16.833, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 16.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9186, kappa: 0.8375, kb_relative_information_score: 868.4081, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9298, predictive_accuracy: 0.9184, prior_entropy: 0.9912, recall: 0.9184, relative_absolute_error: 0.3927, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2881, root_relative_squared_error: 0.5797, scimark_benchmark: 1877.6841, usercpu_time_millis: 1.66, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 1318.0048, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 0.9912, recall: 0.9883, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.1826, scimark_benchmark: 1848.7304, usercpu_time_millis: 1.516, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 1.499,

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