From: Improving feature selection performance using pairwise pre-evaluation
Forward | GDS1027 | GDS2545 | GDS2546 | GDS2547 | GDS3715 | |||||
---|---|---|---|---|---|---|---|---|---|---|
Orig | Modi | Orig | Modi | Orig | Modi | Orig | Modi | Orig | Modi | |
KNN | 0.69 | 0.66 | 0.64 | 0.61 | 0.65 | 0.63 | 0.64 | 0.55 | 0.84 | 0.87 |
SVM | 0.83 | 0.84 | 0.73 | 0.75 | 0.73 | 0.749 | 0.74 | 0.82 | 0.88 | 0.91 |
Ft number | 11 | 14 | 10 | 15 | 8 | 10 | 9 | 16 | 8 | 13 |