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Table 1 The prediction performance of the Parepro attribute sets when applied alone or in combination

From: Predicting the phenotypic effects of non-synonymous single nucleotide polymorphisms based on support vector machines

Attribute set

Sensitivity

Specificity

Q2

MCC

RD

0.78

0.68

0.75

0.46

MI

0.79

0.66

0.74

0.46

IE

0.75

0.56

0.67

0.32

RD+MI

0.81

0.67

0.75

0.49

RD+IE

0.80

0.68

0.75

0.47

MI+IE

0.80

0.66

0.75

0.47

Parepro

0.82

0.67

0.76

0.50

  1. Q2: the overall accuracy
  2. MCC: Matthews correlation coefficient