Skip to main content

Table 8 The experimental results of tree neural network models (test data)

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