Table 23.
KFold | Accuracy | Precision | Recall (Sensitivity) | Specificity | F1-score | |
---|---|---|---|---|---|---|
Without GAN | Fold1 | 0.9939 | 1.0000 | 0.9875 | 1.0000 | 0.9937 |
Fold2 | 0.9924 | 0.9938 | 0.9907 | 0.9940 | 0.9922 | |
Fold3 | 0.9924 | 0.9969 | 0.9875 | 0.9970 | 0.9922 | |
Fold4 | 0.9893 | 0.9906 | 0.9875 | 0.9910 | 0.9891 | |
Fold5 | 0.9878 | 0.9906 | 0.9844 | 0.9910 | 0.9875 | |
Overall | 0.9911 | 0.9944 | 0.9875 | 0.9946 | 0.9909 | |
With GAN | Fold1 | 0.9939 | 1.000 | 0.9875 | 1.000 | 0.9937 |
Fold2 | 0.9939 | 0.9938 | 0.9938 | 0.9940 | 0.9938 | |
Fold3 | 0.9939 | 0.9969 | 0.9907 | 0.9970 | 0.9938 | |
Fold4 | 0.9939 | 0.9969 | 0.9907 | 0.9970 | 0.9938 | |
Fold5 | 0.9908 | 0.9937 | 0.9875 | 0.9940 | 0.9906 | |
Overall | 0.9933 | 0.9962 | 0.9900 | 0.9964 | 0.9931 |