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Table 4 Validation accuracy of different pool size for MaxPool1D(\(S_1\)) and MaxPool1D(\(S_2\)) layers

From: New proposal of viral genome representation applied in the classification of SARS-CoV-2 with deep learning

Input size layer (M)

\(S_1=S_2=2\) (%)

\(S_1=S_2=4\) (%)

\(S_1=S_2=8\) (%)

64

93.25

97.00

97.50

128

89.00

90.62

96.88

256

87.75

96.75

92.25

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BMC Bioinformatics

ISSN: 1471-2105

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