Table 41.
KFold | Accuracy | Precision | Recall | Specificity | F1-score | |
---|---|---|---|---|---|---|
Without GAN | Fold1 | 0.9071 | 0.7987 | 0.9165 | 0.9032 | 0.8536 |
Fold2 | 0.9085 | 0.8041 | 0.9123 | 0.9069 | 0.8548 | |
Fold3 | 0.9016 | 0.7963 | 0.8960 | 0.9039 | 0.8432 | |
Fold4 | 0.8966 | 0.7899 | 0.8853 | 0.9013 | 0.8349 | |
Fold5 | 0.9022 | 0.8018 | 0.8885 | 0.9079 | 0.8429 | |
Overall | 0.9032 | 0.7982 | 0.8997 | 0.9046 | 0.8459 | |
With GAN | Fold1 | 0.9342 | 0.8618 | 0.9258 | 0.9378 | 0.8926 |
Fold2 | 0.9363 | 0.8664 | 0.9273 | 0.9401 | 0.8958 | |
Fold3 | 0.9306 | 0.8605 | 0.9130 | 0.9380 | 0.8860 | |
Fold4 | 0.9302 | 0.8609 | 0.9108 | 0.9383 | 0.8851 | |
Fold5 | 0.9283 | 0.8623 | 0.9013 | 0.9397 | 0.8813 | |
Overall | 0.9319 | 0.8624 | 0.9156 | 0.9388 | 0.8882 |