Skip to main content

Table 11 Prediction results of different methods on ZW225 dataset by jackknife test

From: Prediction of subcellular location of apoptosis proteins by incorporating PsePSSM and DCCA coefficient based on LFDA dimensionality reduction

 

Jackknife test (%)

Methods

Sensitivity for each class (%)

OA (%)

Cy

Me

Mi

Nu

EBGW_SVM [15]

90.0

93.3

60.0

63.4

83.1

ID_SVM [39]

92.9

91.0

68.0

73.2

85.8

DF_SVM [21]

87.1

92.1

64.0

73.2

84.0

FKNN [40]

84.3

93.3

72

85.5

85.8

EN_FKNN [96]

94.3

94.4

60.0

80.5

88.0

DWT_SVM [41]

87.1

93.2

64

90.2

87.6

Liu et al. [43]

97.1

98.9

96.0

97.6

97.8

PSSM_AC [98]

82.9

92.1

68.0

78.0

84.0

Auto_Cova [42]

81.3

93.3

85.7

84.6

87.1

PsePSSM-DCCA-LFDA

100

98.9

100

100

99.6