Classifier | Feature set | Accuracy (%) | Sensitivity (%) | Specificity (%) |
---|---|---|---|---|
k-NN | Texture features (T) | 73.9 | 83.1 | 62.0 |
Geometry features (G) | 77.4 | 76.0 | 78.0 | |
Combined (T&G) | 85.2 | 88.0 | 82.0 | |
SVM | Texture features (T) | 71.3 | 73.8 | 68.0 |
Geometry features (G) | 72.2 | 73.8 | 70.0 | |
Combined (T&G) | 81.7 | 84.6 | 78.0 | |
DT | Texture features (T) | 68.9 | 69.2 | 68.0 |
Geometry features (G) | 71.2 | 67.6 | 76.0 | |
Combined (T&G) | 71.5 | 73.8 | 68.0 | |
NB | Texture features (T) | 67.9 | 64.6 | 72.0 |
Geometry features (G) | 70.4 | 72.3 | 68.0 | |
Combined (T&G) | 77.4 | 75.4 | 80.0 | |
RF | Texture features (T) | 73.9 | 84.6 | 60.0 |
Geometry features (G) | 74.1 | 75.4 | 72.0 | |
Combined (T&G) | 80.6 | 86.1 | 74.0 | |
ET | Texture features (T) | 74.4 | 83.0 | 64.0 |
Geometry features (G) | 76.3 | 81.5 | 70.0 | |
Combined (T&G) | 81.1 | 83.0 | 78.0 |