Table VI. 10-Fold cross-validation for 6 multivariate classification algorithms and 33 biomarkers.

NPV: Negative predictive value; PPV: positive predictive value; CI: 95% confidence interval; SVM: support vector machine; RF: random forest; RR: ridge regression; GA: genetic algorithms. All values for model performance are calculated using a 10-fold cross validation and are by subject results.