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Table 3 The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_Prok.

From: Predicting protein subcellular locations using hierarchical ensemble of Bayesian classifiers based on Markov chains

  BC-approach HensBC-approach
Cellular location Accuracy (%) MCC Accuracy (%) MCC
Cytoplasmic 95.1 0.81 95.5 0.82
Extracellular 74.8 0.75 72.9 0.75
Periplasmic 75.8 0.69 76.7 0.70
Overall accuracy 89.0 - 89.3 -