Table 10 Average AUC and AUPRC on the DUNI dataset
From: SNARER: new molecular descriptors for SNARE proteins classification
| Â | AUC | AUPRC | ||||
|---|---|---|---|---|---|---|
RF | KNN | ADA | RF | KNN | ADA | |
GAAC | 0.84 | 0.81 | 0.78 | 0.93 | 0.89 | 0.89 |
GAAC.ext | 0.97 | 0.88 | 0.93 | 0.99 | 0.93 | 0.97 |
CTDT | 0.84 | 0.79 | 0.79 | 0.94 | 0.88 | 0.89 |
CTDT.ext | 0.97 | 0.91 | 0.90 | 0.99 | 0.95 | 0.96 |
CKSAAP | 0.98 | 0.84 | 0.89 | 0.99 | 0.90 | 0.96 |
CKSAAP.ext | 0.98 | 0.84 | 0.93 | 0.99 | 0.90 | 0.97 |
188D | 0.98 | 0.94 | 0.94 | 0.99 | 0.96 | 0.98 |
188D.ext | 0.98 | 0.94 | 0.95 | 0.99 | 0.96 | 0.98 |