Table 3 The results of two classes classification
Classifier | Features | ACC (%) | SEN (%) | SPE (%) | F1-score (%) |
|---|---|---|---|---|---|
FCnet | sFC | 78.2 | 76.2 | 80.6 | 77.5 |
|  | sFC + tdNCD | 81* | 83.4 | 76.5* | 79.4* |
SVM | sFC | 82.3 | 85.6 | 76.6 | 83.2 |
|  | sFC + tdNCD | 84.2 | 86.2 | 81.5* | 85.2* |
KNN | sFC | 77.9 | 69.6 | 85.8 | 76.2 |
|  | sFC + tdNCD | 78.4 | 73.5* | 83.9 | 78.4 |
LR | sFC | 82.3 | 82.5 | 81.8 | 82.9 |
|  | sFC + tdNCD | 82.1 | 81.1 | 81.5 | 82.1 |
LDA | sFC | 77.0 | 79.6 | 72.7 | 78.6 |
|  | sFC + tdNCD | 80.2* | 84.4* | 73.8 | 81.9* |