TABLE 11.
Comparison of the performance of different models on the independent test dataset 1.
| Predictor | Sn | SP | Acc | MCC | AUC |
|---|---|---|---|---|---|
| iPromoter-5mC | 0.878 | 0.904 | 0.902 | 0.577 | 0.957 |
| 5 mC_Pred | 0.895 | 0.920 | 0.918 | 0.625 | 0.962 |
| BiLSTM-5mC | 0.866 | 0.937 | 0.930 | 0.638 | 0.964 |
| DGA-5mC | 0.902 | 0.927 | 0.925 | 0.646 | 0.964 |
| BERT-5mC | 0.872 | 0.938 | 0.933 | 0.656 | 0.966 |
| TCN-5mC | 0.740 | 0.952 | 0.936 | 0.660 | 0.967 |
The highest value for each evaluation metric is highlighted in bold.