Table 13.
Comparison of ACAFS with representative feature selection methods.
| Method | Feature | Accuracy | F1-score | FPR | Web_Recall | Inf_Recall |
|---|---|---|---|---|---|---|
| All features | 74 | 98.62 | 98.79 | 0.19 | 93.84 | 95.62 |
| mRMR | 30 | 98.91 | 98.96 | 0.16 | 95.41 | 96.38 |
| RFECV | 26 | 99.01 | 99.04 | 0.14 | 96.21 | 97.13 |
| ACAFS | 22 | 99.39 | 99.40 | 0.09 | 98.56 | 98.59 |