Table 2. Performance of REALoc with five-fold cross-validation and other predictors for the 5939p dataset.
Subcellular location | LocTree2 | CELLO | Hum-mPLoc 2.0 | iLoc-hum | REALoc_ Vote |
REALoc_ GANN |
---|---|---|---|---|---|---|
Cell membrane | 57.5 | 58.9 | 61.8 | 69.7 | 79.6 | 80.6 |
Cytoplasm | 30.0 | 25.2 | 45.3 | 66.6 | 63.5 | 65.6 |
ER/Golgi | 38.1 | 2.1 | 53.9 | 32.4 | 74.4 | 81.1 |
Mitochondrion | 51.8 | 57.1 | 66.7 | 84.3 | 76.0 | 75.3 |
Nucleus | 57.3 | 58.8 | 71.1 | 71.6 | 72.7 | 74.8 |
Extracellular | 78.7 | 62.1 | 74.8 | 80.1 | 76.5 | 80.9 |
Overall | 60.0 | 54.3 | 67.2 | 72.7 | 72.8 | 75.3 |
All results are the absolute true success rate given as %, and the bold text indicates the highest value in each row.