From: Detecting web attacks using random undersampling and ensemble learners
Sampling | AUC | SD AUC | AUPRC | SD AUPRC |
---|---|---|---|---|
None | 0.64003 | 0.01826 | 0.37562 | 0.05405 |
999:1 | 0.65047 | 0.0163 | 0.35197 | 0.0348 |
99:1 | 0.72736 | 0.02866 | 0.32367 | 0.03301 |
95:5 | 0.79801 | 0.02154 | 0.26788 | 0.0775 |
9:1 | 0.81982 | 0.02427 | 0.26089 | 0.06329 |
3:1 | 0.92439 | 0.02171 | 0.25407 | 0.07858 |
65:35 | 0.9413 | 0.0065 | 0.2426 | 0.10392 |
1:1 | 0.94345 | 0.00653 | 0.1624 | 0.08754 |