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Table 4 The predictive accuracy for subcellular locations of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC) for Data_SWISS.

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
Chloroplast 53.6 0.53 75.8 0.74
Cytoplasm 52.7 0.38 75.7 0.67
Cytoskeleton 58.3 0.19 66.7 0.57
Endoplasmic ret 48.9 0.31 67.2 0.67
Extracellular 71.3 0.61 86.2 0.82
Golgi apparatus 11.8 0.07 20.6 0.23
Lysosome 78.6 0.52 80.2 0.69
Mitochondria 59.8 0.43 64.1 0.61
Nuclear 66 0.55 85.3 0.76
Peroxisome 38.5 0.33 58.2 0.57
Vacuole 24.1 0.23 51.9 0.57
Overall accuracy 62.9 - 80.2 -