Research Article
BERT-m7G: A Transformer Architecture Based on BERT and Stacking Ensemble to Identify RNA N7-Methylguanosine Sites from Sequence Information
Table 5
The result comparison of different prediction methods.
| | Methods | SN (%) | SP (%) | ACC (%) | MCC |
| | iRNA-m7G (fusion) | 89.1 | 90.7 | 89.9 | 0.798 | | iRNA-m7G (PseDNC) | 80.3 | 88.5 | 84.4 | 0.691 | | iRNA-m7G (NPF) | 89.1 | 90.7 | 89.9 | 0.798 | | iRNA-m7G (SSC) | 73.8 | 75.7 | 74.8 | 0.495 | | m7GFinder | 90.8 | 89.1 | 89.9 | 0.799 | | m7G-IFL | 92.4 | 92.6 | 92.5 | 0.850 | | BERT-m7G | 95.8 | 95.1 | 95.5 | 0.910 |
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Results excerpt from [ 4]. |
