Table 5.

The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_Gram.

	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	-