Table 4 The results of three classes classification
Classifier | features | ACC (%) | SEN (%) | SPE (%) | F1-score (%) |
|---|---|---|---|---|---|
FCnet | sFC | 50 | 50.6 | 75.3 | 46.8 |
|  | sFC + tdNCD | 53.3* | 52.0 | 76.0 | 48.9* |
SVM | sFC | 54.2 | 54.3 | 77.1 | 50.7 |
|  | sFC + tdNCD | 56.3* | 56.1 | 78.1 | 53.4* |
KNN | sFC | 51.8 | 51.8 | 75.9 | 48.8 |
|  | sFC + tdNCD | 47.9 | 47.9 | 73.9 | 45.7 |
LR | sFC | 52.4 | 52.4 | 76.2 | 50.3 |
|  | sFC + tdNCD | 55.1* | 55.1* | 77.5* | 52.5 |
LDA | sFC | 43.8 | 43.8 | 71.9 | 42.7 |
|  | sFC + tdNCD | 48.1* | 48.1* | 74.0* | 45.8* |