Table 11 Average AUC and AUPRC on the D128 dataset
From: SNARER: new molecular descriptors for SNARE proteins classification
| Â | AUC | AUPRC | ||||
|---|---|---|---|---|---|---|
RF | KNN | ADA | RF | KNN | ADA | |
GAAC | 0.76 | 0.64 | 0.75 | 0.76 | 0.61 | 0.74 |
GAAC.ext | 0.91 | 0.66 | 0.92 | 0.92 | 0.62 | 0.92 |
CTDT | 0.82 | 0.66 | 0.77 | 0.84 | 0.62 | 0.78 |
CTDT.ext | 0.94 | 0.69 | 0.93 | 0.95 | 0.65 | 0.94 |
CKSAAP | 0.97 | 0.72 | 0.90 | 0.98 | 0.70 | 0.91 |
CKSAAP.ext | 0.97 | 0.74 | 0.96 | 0.98 | 0.72 | 0.96 |
188D | 0.99 | 0.90 | 0.97 | 0.99 | 0.87 | 0.97 |
188D.ext | 0.99 | 0.89 | 0.97 | 0.99 | 0.85 | 0.97 |