Table 39.
KFold | Accuracy | Precision | Recall | Specificity | F1-score | |
---|---|---|---|---|---|---|
Without GAN | Fold1 | 0.9001 | 0.7982 | 0.8858 | 0.9061 | 0.8397 |
Fold2 | 0.8989 | 0.7966 | 0.8830 | 0.9055 | 0.8376 | |
Fold3 | 0.8988 | 0.7894 | 0.8965 | 0.8997 | 0.8396 | |
Fold4 | 0.9035 | 0.8015 | 0.8950 | 0.9071 | 0.8457 | |
Fold5 | 0.8986 | 0.7908 | 0.8930 | 0.9010 | 0.8388 | |
Overall | 0.9000 | 0.7953 | 0.8907 | 0.9039 | 0.8403 | |
With GAN | Fold1 | 0.9341 | 0.8649 | 0.9248 | 0.9381 | 0.8938 |
Fold2 | 0.9372 | 0.8685 | 0.9278 | 0.9411 | 0.8972 | |
Fold3 | 0.9360 | 0.8713 | 0.9190 | 0.9431 | 0.8945 | |
Fold4 | 0.9314 | 0.8618 | 0.9145 | 0.9385 | 0.8874 | |
Fold5 | 0.9345 | 0.8698 | 0.9153 | 0.9426 | 0.8920 | |
Overall | 0.9346 | 0.8673 | 0.9203 | 0.9407 | 0.8930 |