Table 2 The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_Euk.
| Â | BC-approach | HensBC-approach | ||
|---|---|---|---|---|
Cellular location | Accuracy (%) | MCC | Accuracy (%) | MCC |
Cytoplasmic | 78.8 | 0.53 | 76.3 | 0.63 |
Extracellular | 61.5 | 0.59 | 78.8 | 0.76 |
Mitochondrial | 52.3 | 0.41 | 53.0 | 0.53 |
Nuclear | 74.0 | 0.64 | 87.7 | 0.73 |
Overall accuracy | 70.8 | - | 78.7 | - |