Table 6.
Method | Accuracy | Sensitivity | Specificity | AUC |
---|---|---|---|---|
PDF, PCA, SVM [45] | 73.1 | 67.5 | 78.7 | - |
Complex network, SVM [17] | 88 | 85 | 88 | - |
CNN(AlexNet), Transfer learning [22] | 88.9 | 89.3 | 88.4 | - |
SVM [46] | 92.3 | 90 | 94 | 97 |
GA-ELM [47] | 89.22 | 92.35 | 92.35 | - |
SVM [44] | 86.67 | - | - | - |
ResNet50 | 82 | 83.5 | 85 | 85.4 |
Proposed CNN Model | 96 | 96.8 | 95.8 | 95 |