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Table 3 Performance of ensemble-based classifier versus the other adopted classifiers

From: Ensemble-based classification approach for micro-RNA mining applied on diverse metagenomic sequences

Classifier

Accuracy

F-measure

Specificity

Precision

Sensitivity

NPV

Triplet-SVM

78.5%

63.9%

89.2%

72.6%

57.2%

80.7%

Mipred

89%

81.7%

96.7%

91.8%

73.6%

87.9%

Virgo

74.3%

66.4%

73.4%

58.9%

76.2%

80.1%

EumiR

74.1%

66.7%

72.2%

58.3%

77.8%

86.7%

Ensemble-based Classifier

89.3%

82.2%

97%

92.5%

74%

88.2%