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Table 2 The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_Euk.

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 78.8 0.53 76.3 0.63
Extracellular 61.5 0.59 78.8 0.76
Mitochondrial 52.3 0.41 53.0 0.53
Nuclear 74.0 0.64 87.7 0.73
Overall accuracy 70.8 - 78.7 -