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. 2024 Oct 16;24(20):6656. doi: 10.3390/s24206656

Table 6.

MLP and CNN hyperparameter values.

Hyperparameter MLP CNN
Number of fully connected layers 1, 2, 3 1
Number of convolution blocks - 1, 2
Kernel size - 3, 5, 7
Filter number - 16, 32, 64
Stride - 1
Pooling size - 2
Hidden units 16, 32, 64
Dropout rate 0.1, 0.3, 0.5
Learning rate 0.001, 0.0005, 0.0001