Table 5.
Method | Performance metric | ||||
---|---|---|---|---|---|
Accuracy | Sensitivity | Specificity | PPV | NPV | |
Fractal analysis [40] | 88.23 | 91.18 | 88.23 | 80.88 | 92.65 |
CNN [41] | 82.35 | 83.82 | 61.76 | 66.18 | 83.82 |
Delaunay Triangulation [42] | 86.76 | 89.70 | 86.76 | 77.94 | 88.23 |
Side-by-Side method [43] | 67.64 | 83.82 | 58.82 | 58.82 | 83.82 |
Genetic Algorithm [44] | 80.88 | 79.412 | 79.41 | 75.00 | 85.29 |
Fusion method [45] | 83.82 | 82.35 | 76.47 | 70.58 | 80.88 |
SVM [46] | 83.82 | 83.82 | 76.47 | 75.00 | 89.70 |
Proposed method | 92.65 | 91.18 | 89.70 | 86.76 | 94.12 |