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Table 5 The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_Gram.

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 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 -