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. 2024 Nov 30;24(23):7690. doi: 10.3390/s24237690

Table 7.

CNN comparison model features.

CNN Algorithm Algorithm Details
LM-CNN CONV2D–2 layers (Tanh)
MaxPool2d–2 layers
Dense fully connected layer–100 neurons (selu)
Dense fully connected layer–3 neurons (softmax)
CNN2 CONV2D–2 layers (relu)
MaxPool2d–2 layers
Dense fully connected layer–100 neurons (selu)
Dense fully connected layer–3 neurons (softmax)
CNN3 CONV2D–1 layer (relu)
MaxPool2d–1 layer
Dense fully connected layer–256 neurons (selu)
Dense fully connected layer–3 neurons (softmax)
CNN4 CONV2D–2 layers (relu)
MaxPool2d–1 layer
Dense fully connected layer–256 neurons (selu)
Dense fully connected layer–3 neurons (softmax)