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. 2010 Sep 22;11:507. doi: 10.1186/1471-2164-11-507

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