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. 2020 Nov 6;99(45):e23154. doi: 10.1097/MD.0000000000023154

Table 3.

Hyperparameter setting of convolutional neural network model.

Hyperparameter Settings
Optimizer SGD (Stochastic Gradient Descent)
Pooling method Max-pooling
Activation function ReLU (Rectifier Linear Unit)
Loss function Cross-Entropy
Batch-size 8
Learning rate 0.001
Momentum 0.5