From: SNARER: new molecular descriptors for SNARE proteins classification
 | Oversampling | Subsampling | ||||
---|---|---|---|---|---|---|
RF | KNN (%) | ADA (%) | RF (%) | KNN (%) | ADA (%) | |
GAAC | 94.7 | 96.3 | 73.12 | 75.2 | 79.2 | 72.6 |
GAAC.ext | 98.03 | 98.44 | 85.02 | 91.8 | 86.4 | 82.6 |
CTDT | 93.9 | 96.1 | 70.4 | 74.6 | 78.1 | 71.7 |
CTDT.ext | 98 | 98 | 86.3 | 90.6 | 89.7 | 86.4 |
CKSAAP | 99.07 | 98.67 | 84 | 93.1 | 84.4 | 83.5 |
CKSAAP.ext | 99.01 | 98.6 | 89.1 | 79 | 84.2 | 87.3 |
188D | 98.5 | 98.90 | 89.5 | 93.1 | 95 | 86.6 |
188D.ext | 98.5 | 98.95 | 89.6 | 93.5 | 94 | 89.3 |