Preliminary study on the application of near infrared spectroscopy and pattern recognition methods to classify different types of apple samples

► Three chemical pattern recognition methods are used for fruit classification. ► Pattern recognition methods coupled with near-infrared fibre-optic technology. ► Classify apple samples of different geographical origins, grades and varieties. ► MWPLSDA is simple, rapid, non-destructive and without any spectral pretreatment.