Table 3. Testing dataset 868pt predicted by REALoc and other predictors.
| Subcellular location | LocTree2 | CELLO | Hum-mPLoc 2.0 | iLoc-hum | GOASVM | mGOF-loc | REALoc_ Vote |
REALoc_ GANN |
|---|---|---|---|---|---|---|---|---|
| Cell membrane | 23.3 | 30.8 | 29.4 | 43.9 | 6.8 | 28.6 | 57.9 | 47.5 |
| Cytoplasm | 8.0 | 8.1 | 22.3 | 35.5 | 4.1 | 7.6 | 57.4 | 50.8 |
| ER/Golgi | 18.9 | 0.7 | 28.9 | 22.1 | 3.7 | 0.0 | 53.7 | 52.9 |
| Mitochondrion | 38.8 | 30.1 | 45.9 | 64.7 | 11.3 | 25.2 | 53.4 | 54.1 |
| Nucleus | 58.5 | 64.7 | 63.3 | 57.7 | 94.9 | 89.9 | 58.3 | 55.8 |
| Extracellular | 50.0 | 40.0 | 52.0 | 40.0 | 76.0 | 40.0 | 80.0 | 80.0 |
| Overall | 28.4 | 27.4 | 36.9 | 44.0 | 24.2 | 30.4 | 57.1 | 52.5 |
All results are the absolute true success rate given as % (the number of proteins correctly predicted/the number of total accepted proteins), and the bold text indicates the highest value in each row.