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Table 8 The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_Apoptosis.

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 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 -