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Table 1 Performance comparison of single Bayesian classifier (BC) and hierarchical ensemble of Bayesian classifiers (HensBC).

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

Dataset

BC-approach Accuracy (%)

HensBC-approach Accuracy (%)

Data_Euk

70.8

78.7

Data_Prok

89.0

89.3

Data_SWISS

62.9

80.2

Data_Gram

77.2

83.2

Data_OMP

89.9

91.2

Data_Apoptosis

85.7

89.8

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BMC Bioinformatics

ISSN: 1471-2105

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