1H NMR variable selection approaches for classification. A case study: The determination of adulterated foodstuffs

► NMR data usually requires a proper selection of relevant variables. ► X-diff, GAs and i-PLS are applied and compared in such data. ► Their performance is evaluated by using PLS-DA. ► A food adulteration problem is addressed.