Table 4.
Performance comparison of Gneg-ECC-mPLoc with the state-of-the-art predictors on the gram-negative bacterial benchmark dataset by the jackknife test.
| Order | Subcellular location | Success rate by jackknife test | ||
|---|---|---|---|---|
| Gneg-ECC-mPLoc | Gneg-mPLoc | iLoc-Gneg | ||
| 1 | Cell inner membrane | 95.5% | 94.3% | 96.8% |
| 2 | Cell outer membrane | 94.4% | 84.7% | 83.1% |
| 3 | Cytoplasm | 92.2% | 87.1% | 89.5% |
| 4 | Extracellular | 93.2% | 59.4% | 86.5% |
| 5 | Fimbrium | 93.8% | 87.5% | 93.8% |
| 6 | Flagellum | 100% | 0.0% | 100% |
| 7 | Nucleoid | 87.5% | 0.0% | 50% |
| 8 | Periplasm | 94.4% | 85.6% | 89.4% |
| Overall locative accuracy | 94.1% | 85.7% | 91.4% | |
| Overall absolute accuracy | 92.4% | - | 89.9% | |