Table 12 High accuracy of models obtained by Resnet-101#3, Resnet-101#7, DenseNet-201#3, DenseNet-201#7, Inception-v3#7, Inception-ResNet-v2#3, and Inception-ResNet-v2#7
Model | Dataset | Average | SD |
|---|---|---|---|
Resnet-101#3 | Training set | 0.9810 | 0.00357 |
Validation set | 0.8788 | 0 | |
Resnet-101#7 | Training set | 0.9863 | 0.00409 |
Validation set | 0.8828 | 0.01835 | |
DenseNet-201#3 | Training set | 0.9889 | 0.00507 |
Validation set | 0.8727 | 0.01532 | |
DenseNet-201#7 | Training set | 0.9928 | 0.00469 |
Validation set | 0.8849 | 0.0291 | |
Inception-v3#7 | Training set | 0.9889 | 0.00355 |
Validation set | 0.8667 | 0.01317 | |
Inception-ResNet-v2#3 | Training set | 0.9820 | 0.00475 |
Validation set | 0.8808 | 0.01807 | |
Inception-ResNet-v2#7 | Training set | 0.9866 | 0.00647 |
Validation set | 0.9091 | 0.0101 |