Table 3

The performance of SVM modules developed for discriminating class-1 and class-2 aaRSs.

S. No.

Name of Approach

Sensitivity

Specificity

Accuracy

MCC


1

Domain-based model

100

53.85

74.64

0.56


2

Amino acid composition

68

64.62

66.09

0.33


3

Dipeptide composition

85.27

92.31

88.99

0.79


4

Hybrid approach1*

81.09

83.08

82.18

0.65


5

Hybrid approach2**

94.55

92.31

93.19

0.87


* Hybrid approach1 SVM model based on amino acid composition domain features

** Hybrid approach2 SVM model based on selected dipeptide composition and domain features

Panwar and Raghava BMC Genomics 2010 11:507   doi:10.1186/1471-2164-11-507

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