Table 8 The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_Apoptosis.
| Â | BC-approach | HensBC-approach | ||
|---|---|---|---|---|
Cellular location | Accuracy (%) | MCC | Accuracy (%) | MCC |
Cytoplasmic | 90.7 | 0.81 | 95.3 | 0.89 |
Plasma membrane | 90 | 0.83 | 90 | 0.83 |
Mitochondrial | 92.3 | 0.83 | 92.3 | 0.83 |
Other | 50.0 | 0.57 | 66.7 | 0.80 |
Overall accuracy | 85.7 | - | 89.8 | - |