Variable selection with genetic algorithms using repeated cross-validation of PLS regression models as fitness measure

David Kepplinger, Peter Filzmoser, Kurt Varmuza

Genetic algorithms are a widely used method in chemometrics for extracting variable subsets with high prediction power. Most fitness measures used by these genetic algorithms are b…