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Table 2 Levels of a ResNet’s hyperparameters

From: Artificial intelligence classification model for macular degeneration images: a robust optimization framework for residual neural networks

Hyperparameter

Level

1

2

3

4

Number of Kernel (X1)

8

16

  

Kernel size (X2)

3

5

  

Pooling size (X3)

4

8

16

32

Layer (X4)

14

20

  

Activation function (X5)

Tanh

SELU

Leaky ReLU

ReLU

Optimizer (X6)

SGD

Adam