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Table 4 Performance of the average ACC on the DUNI dataset with oversampling and subsampling

From: SNARER: new molecular descriptors for SNARE proteins classification

 

Oversampling

Subsampling

RF

KNN (%)

ADA (%)

RF (%)

KNN (%)

ADA (%)

GAAC

94.7

96.3

73.12

75.2

79.2

72.6

GAAC.ext

98.03

98.44

85.02

91.8

86.4

82.6

CTDT

93.9

96.1

70.4

74.6

78.1

71.7

CTDT.ext

98

98

86.3

90.6

89.7

86.4

CKSAAP

99.07

98.67

84

93.1

84.4

83.5

CKSAAP.ext

99.01

98.6

89.1

79

84.2

87.3

188D

98.5

98.90

89.5

93.1

95

86.6

188D.ext

98.5

98.95

89.6

93.5

94

89.3

  1. The highest values are shown in bold