Table 3 Ablation studies of the feature encoding ways on test set
From: EMDL_m6Am: identifying N6,2′-O-dimethyladenosine sites based on stacking ensemble deep learning
Encoding methods | Sn (%) | Sp (%) | ACC (%) | MCC | AUC | AUR |
|---|---|---|---|---|---|---|
One hot | 82.25 | 79.72 | 80.98 | 0.6199 | 0.8211 | 0.7626 |
NCP and ND | 81.13 | 78.31 | 79.72 | 0.5946 | 0.8191 | 0.7621 |
One-hot, NCP and ND | 80.28 | 79.44 | 79.86 | 0.5972 | 0.8230 | 0.7716 |