From: Detecting web attacks using random undersampling and ensemble learners
Sampling | AUC | SD AUC | AUPRC | SD AUPRC |
---|---|---|---|---|
None | 0.62339 | 0.01157 | 0.25387 | 0.02347 |
999:1 | 0.66539 | 0.0153 | 0.33395 | 0.02927 |
99:1 | 0.74548 | 0.01752 | 0.31875 | 0.04356 |
95:5 | 0.79409 | 0.01724 | 0.27527 | 0.04971 |
9:1 | 0.80578 | 0.0167 | 0.25587 | 0.05697 |
3:1 | 0.9312 | 0.02359 | 0.23303 | 0.06146 |
65:35 | 0.93674 | 0.0074 | 0.21731 | 0.04368 |
1:1 | 0.9344 | 0.00813 | 0.2398 | 0.06638 |