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PLS regression, model selection, and validation. Predictive modelling of liver steatosis using PLS regression and assessment of the statistical significance of the CV error by permutation testing in the initial model with 10 miRNAs (A) and after 5 feature selection (B). (C) Results predicted in an external validation set using the PLS model built after 5 feature selection.
