Classification before regression for improving the accuracy of glucose quantification using absorption spectroscopy
Heydar Khadem, Mohammad R. Eissa, Hoda Nemat, Osamah Alrezj, Mohammed Benaissa
Topics & Concepts
Principal component analysisLinear discriminant analysisChemistryPartial least squares regressionPrincipal component regressionNear-infrared spectroscopyRegression analysisPattern recognition (psychology)AbsorbanceLinear regressionRegressionChemometricsArtificial intelligenceStatisticsAnalytical Chemistry (journal)ChromatographyMathematicsComputer scienceOpticsPhysicsSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchWater Quality Monitoring and Analysis