Skip to main content

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