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Table 6 Cross-validation performance of the proposed model

From: TooT-T: discrimination of transport proteins from non-transport proteins

 

name

Sensitivity (%)

Specificity (%)

Accuracy (%)

MCC

SVM

     
 

psiAAC

82.69 ±00.21

90.64 ±00.41

86.13 ±00.15

0.7278 ±0.0036

 

psiPAAC

86.73 ±00.29

87.99 ±00.54

87.29 ±00.11

0.7448 ±0.0027

 

psiPseAAC

80.43 ±00.43

91.47 ±00.46

85.23 ±00.34

0.7142 ±0.0069

ATH

     
 

TCDB_exact

56.92

95.17

73.55

0.5440

 

TCDB_high

85.90

85.50

85.72

0.7112

 

TCDB_med

90.38

64.17

78.98

0.5737

Proposed_Ensemble*

90.15 ±00.24

89.97 ±00.34

90.07 ±00.07

0.7995 ±0.001

  1. The table lists the mean±sd performance of ten different runs of the 10-CV of the proposed ensemble. It also shows the performance of each of its constituent classifiers
  2. *The proposed model; ATH = Annotation Transfer by Homology