Fig. 2

ROC curves with 95% confidence intervals for sensitivity and specificity at each threshold level. a Standard nested 2-stage cross validation method (optimized lambda lasso regression). b Nested 2-stage cross validation with additive penalization (one-standard-error rule). c Stabilized percentile lasso nested 3-stage cross validation method (11 miR-ratio logistic regression model)