Table 20. Result of 10-Fold cross-validation on the dataset before applying augmentation.
Accuracy | Fold 1 | Fold 2 | Fold 3 | Fold 4 | Fold 5 | Fold 6 | Fold 7 | Fold 8 | Fold 9 | Fold 10 | Average Val_acc |
---|---|---|---|---|---|---|---|---|---|---|---|
Training | 97.34 | 99.86 | 96.40 | 99.88 | 99.51 | 99.74 | 98.86 | 99.07 | 98.47 | 99.61 | |
Validation | 97.58 | 98.42 | 99.02 | 96.95 | 98.37 | 97.86 | 98.75 | 99.10 | 98.42 | 98.21 | 98.26 |