Effect of variable selection algorithms on model performance for predicting moisture content in biological materials using spectral data
Mohammed Kamruzzaman, Dipsikha Kalita, Md. Toukir Ahmed, Gamal ElMasry, Yoshio Makino
Topics & Concepts
Feature selectionHyperspectral imagingMultispectral imagePartial least squares regressionVNIRMulticollinearityVariable eliminationChemometricsAlgorithmChemistryRegression analysisRemote sensingArtificial intelligenceStatisticsMathematicsComputer scienceMachine learningGeologyInferenceSpectroscopy and Chemometric AnalysesMeat and Animal Product QualitySpectroscopy Techniques in Biomedical and Chemical Research