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. 2009 Apr;37(2):133–139. doi: 10.1152/physiolgenomics.90275.2008

Table 3.

Diagnostic performance of genetic signature on patient samples

Classifier SVM, % LDA, %
Sensitivity 100 92.3
Specificity 100 100
Positive predictive value 100 100
Negative predictive value 100 95.2
Accuracy* 100 97.0
*

Accuracy refers to the rate of correct predictions and is equal to the sum of true positive and true negative observations divided by the total number of observations. SVM, Support Vector Machine; LDA, Linear Discriminant Analysis.