Table 3 The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_Prok.
| Â | BC-approach | HensBC-approach | ||
|---|---|---|---|---|
Cellular location | Accuracy (%) | MCC | Accuracy (%) | MCC |
Cytoplasmic | 95.1 | 0.81 | 95.5 | 0.82 |
Extracellular | 74.8 | 0.75 | 72.9 | 0.75 |
Periplasmic | 75.8 | 0.69 | 76.7 | 0.70 |
Overall accuracy | 89.0 | - | 89.3 | - |