Table 2 Ablation studies of the feature encoding ways on train set
From: EMDL_m6Am: identifying N6,2′-O-dimethyladenosine sites based on stacking ensemble deep learning
Encoding methods | Sn ± SD (%) | Sp ± SD (%) | ACC ± SD (%) | MCC ± SD | AUC ± SD | AUR ± SD |
|---|---|---|---|---|---|---|
One hot | 86.62 ± 0.11 | 88.94 ± 0.09 | 87.78 ± 0.09 | 0.7590 ± 0.1725 | 0.8778 ± 0.0878 | 0.8428 ± 0.1078 |
NCP and ND | 84.64 ± 0.08 | 84.29 ± 0.07 | 84.47 ± 0.07 | 0.6908 ± 0.1294 | 0.8447 ± 0.0654 | 0.7948 ± 0.0756 |
One-hot, NCP and ND | 84.08 ± 0.07 | 85.06 ± 0.07 | 84.57 ± 0.06 | 0.6928 ± 0.1209 | 0.8457 ± 0.0609 | 0.7977 ± 0.0738 |