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. 2021 Jun 28:bbab244. doi: 10.1093/bib/bbab244

Table 3.

Evaluation indicators of different deep-learning network architectures with 5-fold cross-validation, including CNN- LSTM, CNN and LSTM, respectively

Residue type Algorithm Inline graphic(%) Inline graphic(%) Inline graphic(%) Inline graphic Inline graphic
S/T CNN-LSTM 80.45 79.70 81.19 0.6102 0.8871
CNN 80.05 76.53 83.54 0.6035 0.8773
LSTM 79.22 73.50 84.89 0.5903 0.8655
Y CNN-LSTM 75.22 74.85 76.18 0.5183 0.8414
CNN 76.05 76.36 76.18 0.5371 0.8055
LSTM 66.48 68.33 65.09 0.3630 0.6739