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Table 4 Predicted performance of tools used as references in our GEN test sets

From: The discriminant power of RNA features for pre-miRNA recognition

Tool

Acc

Se

Sp

Fm

Mcc

Triple-SVM

78.8 ± 1.3

64.7 ± 2.1

92.9 ± 1.3

75.3 ± 1.7

60.1 ± 2.5

MiPred

86.8 ± 0.9

76.8 ± 1.6

96.8 ± 0.9

85.3 ± 1.1

75.1 ± 1.7

microPred

69.9 ± 1.7

72.1 ± 1.7

67.6 ± 2.7

70.6 ± 1.5

39.8 ± 3.3

G 2DE

90.6 ± 0.9

89.2 ± 1.2

93.3 ± 1.6

90.5 ± 0.9

81.4 ± 1.8

Mirident

85.5 ± 1.0

88.2 ± 1.1

82.9 ± 1.2

85.9 ± 1.0

71.2 ± 2.1

HuntMi

85.1 ± 2.1

98.7 ± 0.8

71.6 ± 4.2

86.9 ± 1.6

73.0 ± 3.5

  1. Results are presented as the mean and the standard deviation (Mean ±SD). Acc = accuracy; Se = sensitivity; Sp = specificity; Fm = F-measure; Mcc = Mathew Correlation Coefficient.