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. 2022 Nov 3;10:958870. doi: 10.3389/fpubh.2022.958870

Table 11.

Optimal combination of parameters for CNN structure.

Parameter type Parameter setting
Kernel size of layer 1 7 × 7
Kernel size of layer 2 5 × 5
Number of kernels of layer 1 32
Number of kernels of layer 2 64
Dropout 0.5
Batch 40
Tested accuracy 72.1%