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. 2022 Mar 13;22(6):2224. doi: 10.3390/s22062224

Table 5.

Description of the convolutional neural network model.

Parameters Description
Activation Function Input layer: ReLU
Hidden layer: ReLU
Output layer: Softmax
Loss = sparse_categorical_crossentropy, optimizer = adam,
Input layer: ReLU
Epochs 10
Epoch 2 50
Batch Size 1024
Dropout ratio (Input) 0.5
Dropout ratio (Output) 0.3