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. 2022 Mar 14;10:e12847. doi: 10.7717/peerj.12847

Table 2. Details of CNN module and prediction module.

Layers Details
Multi-layer CNN Conventional layer(+ReLU) 32 filters
Conventional layer(+ReLU) 64 filters
Conventional layer(+ReLU) 128 filters
Dropout P = 0.3
MaxPooling pool_size  = 2
Multi-layer DNN Fully connected layer(+ReLU) 128 neurons
Fully connected layer(+ReLU) 64 neurons
Fully connected layer(+ReLU) 32 neurons
Dropout P = 0.3
Output layer Fully connected layer (+softmax) 2 neurons