Table 1.
Method | Fold | Number of | Number of | Number of spurious |
---|---|---|---|---|
true signal | signals identified | features selected | ||
SMuRFS | Fold 1 | 100 | 97 | 9 |
Fold 2 | 100 | 93 | 4 | |
Fold 3 | 100 | 93 | 8 | |
Fold 4 | 100 | 92 | 17 | |
Fold 5 | 100 | 100 | 7 | |
MLASSO | Fold 1 | 100 | 46 | 53 |
Fold 2 | 100 | 50 | 37 | |
Fold 3 | 100 | 48 | 10 | |
Fold 4 | 100 | 41 | 31 | |
Fold 5 | 100 | 44 | 10 | |
MEnet | Fold 1 | 100 | 99 | 281 |
Fold 2 | 100 | 100 | 323 | |
Fold 3 | 100 | 98 | 373 | |
Fold 4 | 100 | 93 | 289 | |
Fold 5 | 100 | 100 | 186 | |
RELIEFF | Fold 1 | 100 | 54 | 274 |
Fold 2 | 100 | 59 | 267 | |
Fold 3 | 100 | 49 | 267 | |
Fold 4 | 100 | 47 | 268 | |
Fold 5 | 100 | 59 | 270 |