Research Article
BERT-m7G: A Transformer Architecture Based on BERT and Stacking Ensemble to Identify RNA N7-Methylguanosine Sites from Sequence Information
Table 2
Comparison of different feature extraction methods.
| Methods | SN (%) | SP (%) | ACC (%) | MCC |
| TNC | 87.32 | 83.81 | 85.56 | 0.7127 | KSNPFs | 86.37 | 83.54 | 84.95 | 0.7003 | NCP | 89.88 | 88.13 | 89.00 | 0.7814 | DNC | 87.18 | 82.32 | 84.75 | 0.6973 | ANF | 67.20 | 73.00 | 70.10 | 0.4038 | BERT (EN) | 95.68 | 95.01 | 95.34 | 0.9074 |
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