Table 4.
Sensitivity analysis of α in the ACAFS framework on CSE-CIC-IDS2018.
| α | No. of Features | Accuracy | F1-Score | FPR | Web_Recall | Inf_Recall |
|---|---|---|---|---|---|---|
| 0.2 | 23 | 99.36 | 99.37 | 0.094 | 98.11 | 98.67 |
| 0.4 | 22 | 99.36 | 99.37 | 0.094 | 98.34 | 98.77 |
| 0.6 | 22 | 99.39 | 99.40 | 0.090 | 98.56 | 98.59 |
| 0.8 | 23 | 99.37 | 99.38 | 0.093 | 98.29 | 98.62 |
| 1.0 | 23 | 99.37 | 99.38 | 0.092 | 98.94 | 98.37 |