Model | Accuracy | Error | Sensitivity | Specificity | Precision | False positive rate |
---|---|---|---|---|---|---|
Proposed CNN | 0.80 ± 0.19 | 0.20 ± 0.19 | 0.85 ± 0.13 | 0.93 ± 0.07 | 0.85 ± 0.14 | 0.07 ± 0.07 |
VGG16 | 0.80 ± 0.24 | 0.2 ± 0.24 | 0.84 ± 0.18 | 0.93 ± 0.12 | 0.85 ± 0.07 | 0.07 ± 0.11 |
ResNet50 | 0.78 ± 0.18 | 0.22 ± 0.18 | 0.77 ± 0.21 | 0.89 ± 0.09 | 0.85 ± 0.11 | 0.08 ± 0.05 |
DenseNet121 | 0.79 ± 0.09 | 0.21 ± 0.09 | 0.78 ± 0.08 | 0.90 ± 0.14 | 0.86 ± 0.09 | 0.07 ± 0.10 |