Table 24 The comparison between the PFBS-RFS-RFE and other RFE hybrid methods
Algorithm | ACC% | NO.F | Pre | Rec | F1-score | AUC | Var. |
|---|---|---|---|---|---|---|---|
MIFS and RFE | 99.501 | 4500 | 0.794 | 0.715 | 0.723 | 1.000 | 0.000041 |
GA and RFE | 99.750 | 3123 | 0.999 | 0.997 | 0.998 | 1.000 | 0.000028 |
Ridge regression and RFE | 99.627 | 10,265 | 0.998 | 0.830 | 0.831 | 1.000 | 0.000036 |
Proposed method (PFBS-RFS-RFE) | 100.000 | 10.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.0 |