Table 4 The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_SWISS.
| Â | BC-approach | HensBC-approach | ||
|---|---|---|---|---|
Cellular location | Accuracy (%) | MCC | Accuracy (%) | MCC |
Chloroplast | 53.6 | 0.53 | 75.8 | 0.74 |
Cytoplasm | 52.7 | 0.38 | 75.7 | 0.67 |
Cytoskeleton | 58.3 | 0.19 | 66.7 | 0.57 |
Endoplasmic ret | 48.9 | 0.31 | 67.2 | 0.67 |
Extracellular | 71.3 | 0.61 | 86.2 | 0.82 |
Golgi apparatus | 11.8 | 0.07 | 20.6 | 0.23 |
Lysosome | 78.6 | 0.52 | 80.2 | 0.69 |
Mitochondria | 59.8 | 0.43 | 64.1 | 0.61 |
Nuclear | 66 | 0.55 | 85.3 | 0.76 |
Peroxisome | 38.5 | 0.33 | 58.2 | 0.57 |
Vacuole | 24.1 | 0.23 | 51.9 | 0.57 |
Overall accuracy | 62.9 | - | 80.2 | - |