Skip to main content

Table 8 Comparison from different methods on CL317 dataset by jackknife test

From: Subcellular location prediction of apoptosis proteins using two novel feature extraction methods based on evolutionary information and LDA

Methods

Jackknife test (%)

 

Sensitivity

OA

 

Cy

En

Me

Mi

Nu

Se

 

ID [5]

81.3

83.0

81.8

85.3

82.7

88.2

82.7

ID_SVM [6]

91.1

87.2

89.1

79.4

73.1

58.8

84.2

DF_SVM [7]

92.9

86.5

85.5

76.5

93.6

76.5

88.0

PSSM-AC [8]

93.8

95.7

90.9

91.2

86.5

82.4

91.5

Liang et al. [32]

92.9

93.6

89.1

82.4

84.6

76.5

89.0

Zhang et al. [44]

96.1

100

95.7

93.9

95.5

98.0

96.0

FTC-DFMCA-PSSM [11]

92.9

93.6

89.1

82.4

86.5

93.6

89.0

MACC-PSSM [35]

96.4

93.6

94.5

82.4

80.8

76.5

90.5

Chen et al. [10]

95.5

94.1

93.6

96.4

94.2

94.1

94.8

ERT-ECT-PSSM-IS [45]

93.8

94.1

100

97.9

96.2

92.7

95.0

CTM-AECA-PSSM-LDA

99.1

100

100

100

100

100

99.7