Table 9. Prediction results for protein subcellular location.
| Type * | Jackknife test for dataset 3 | Independent test for dataset 4 | ||||
|---|---|---|---|---|---|---|
| PseAAC (40-D) | PSSM (400-D) | CoPSSM (210-D) | PseAAC (40-D) | PSSM (400-D) | CoPSSM (210-D) | |
| Class 1 | 90.7895% | 86.8421% | 94.0790% | 90.4762 | 89.0476 | 88.5714 |
| Class 2 | 35.5263% | 53.9474% | 55.2632% | 50 | 65 | 60 |
| Class 3 | 0 | 8.3333% | 50% | 0 | 0 | 75 |
| Class 4 | 0 | 83.3333% | 83.3333% | 100 | 100 | 100 |
| Class 5 | 84.9462% | 86.0215% | 86.0215% | 77.9710 | 79.1304 | 78.5507 |
| Class 6 | 0 | 0 | 0 | 0 | 0 | 0 |
| Class 7 | 60.1942% | 54.3689% | 61.1651% | 46.1539 | 76.9231 | 84.6154 |
| Class 8 | 48.2143% | 65.1786% | 53.5714% | 61.2245 | 65.3061 | 57.1429 |
| OSR | 67.2282% (K = 5) | 71.6692% (K = 8) | 73.3538% (K = 6) |
78.6936% (K = 6) |
80.2488% (K = 12) |
79.6268% (K = 5) |
* Class 1 ~ Class 8 denote Cytoplasm, Extracell, Fimbrium, Flagellum, Inner membrane, Nucleoid, Outer membrane, Periplasm respectively.