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Table 5 Performance for average SN and SP on the DUNI dataset with oversampling

From: SNARER: new molecular descriptors for SNARE proteins classification

 

Sensitivity

Specificity

RF (%)

KNN (%)

ADA (%)

RF (%)

KNN (%)

ADA (%)

GAAC

91.9

95

74.9

97.5

97.6

71.3

GAAC.ext

96.6

97.8

88.4

99.4

99.1

81.6

CTDT

88.9

94

68.8

98.8

98.2

72

CTDT.ext

96.4

96.9

78.4

99.5

99.2

94.3

CKSAAP

99

99.2

80.8

99.2

98.2

87.2

CKSAAP.ext

98.7

99.1

86.2

99.3

98.2

92

188D

97.5

98.3

90.2

99.7

99.5

88.8

188D.ext

97.7

98.3

89.4

99.3

99.7

89.9

  1. The highest values are shown in bold