Table 5 The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_Gram.
| Â | BC-approach | HensBC-approach | ||
|---|---|---|---|---|
Cellular location | Accuracy (%) | MCC | Accuracy (%) | MCC |
Cytoplasmic | 84.6 | 0.67 | 76.9 | 0.71 |
Inner membrane | 80.7 | 0.82 | 85.8 | 0.84 |
Periplasmic | 75.9 | 0.66 | 79.1 | 0.71 |
Outer membrane | 78.2 | 0.71 | 87.1 | 0.79 |
Extracellular | 60.2 | 0.61 | 73.9 | 0.73 |
Overall accuracy | 77.2 | - | 83.2 | - |