Figure 2From: CMA – a comprehensive Bioconductor package for supervised classification with high dimensional dataHyperparameter tuning. Schematic display of nested cross-validation. In the procedure displayed above, k-fold cross-validation is used for evaluation purposes, whereas tuning is performed within each iteration using inner (l-fold) cross-validation.Back to article page