Table 6 Performance for average SN and SP on the DUNI dataset with subsampling
From: SNARER: new molecular descriptors for SNARE proteins classification
| Â | Sensitivity | Specificity | ||||
|---|---|---|---|---|---|---|
RF (%) | KNN (%) | ADA (%) | RF (%) | KNN (%) | ADA (%) | |
GAAC | 75.7 | 76.1 | 73.6 | 74.6 | 82.2 | 71.7 |
GAAC.ext | 88.8 | 85.5 | 80.8 | 94.9 | 87.3 | 84.4 |
CTDT | 78.3 | 76.4 | 73.9 | 71 | 79.7 | 69.6 |
CTDT.ext | 86.6 | 88.4 | 81.9 | 94.6 | 90.9 | 90.9 |
CKSAAP | 90.9 | 98.6 | 83.3 | 95.3 | 70.3 | 83.7 |
CKSAAP.ext | 76.4 | 98.2 | 83.7 | 81.5 | 70.3 | 90.9 |
188D | 90.9 | 95.3 | 88 | 95.3 | 94.6 | 85.1 |
188D.ext | 92 | 93.1 | 88.8 | 94.9 | 94.9 | 89.9 |