Investigating the need for preprocessing of near-infrared spectroscopic data as a function of sample size
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DOI: 10.1016/j.chemolab.2020.104105
Abstract: Abstract Preprocessing of near-infrared (NIR) spectra is an essential part of multivariate calibration. It mainly aims to remove artefacts caused during measurement to improve prediction performance or interpretation. However, preprocessing can have undesired side-effects. Additionally,… read more here.
Keywords: prediction performance; size; preprocessing near; calibration ... See more keywords