From: Artificial intelligence classification model for macular degeneration images: a robust optimization framework for residual neural networks
Model
Result
Best accuracy
Mean accuracy
Standard deviation
Mean false negative rate
ResNet
0.9907
0.9848
0.0051
0.0150
AlexNet
0.9876
0.9803
0.0063
0.0188
CNN
0.9566
–
0.0430