Skip to main content
. 2021 Jul 29;33(24):17589–17609. doi: 10.1007/s00521-021-06344-5

Table 19.

Performance results of InceptionResNetV2 on internal dataset

KFold Accuracy Precision Recall (Sensitivity) Specificity F1-score
Without GAN Fold1 0.9878 1.0000 0.9751 1.0000 0.9874
Fold2 0.9908 0.9907 0.9907 0.9910 0.9907
Fold3 0.9908 0.9937 0.9875 0.9940 0.9906
Fold4 0.9878 0.9906 0.9844 0.9910 0.9875
Fold5 0.9893 0.9906 0.9875 0.9910 0.9891
Overall 0.9893 0.9931 0.9850 0.9934 0.9890
With GAN Fold1 0.9939 0.9938 0.9938 0.9940 0.9938
Fold2 0.9939 0.9969 0.9907 0.9970 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 0.9939 0.9969 0.9907 0.9970 0.9938
Overall 0.9893 0.9962 0.9913 0.9964 0.9938