Machine learning methods in near infrared spectroscopy for predicting sensory traits in sweetpotatoes
Judith Ssali Nantongo, Edwin Serunkuma, Gabriela Burgos, Mariam Nakitto, Fabrice Davrieux, Reuben Ssali
Topics & Concepts
Partial least squares regressionSupport vector machineCalibrationChemistryPrincipal component analysisLinear regressionArtificial intelligenceNear-infrared spectroscopyChemometricsBiological systemPattern recognition (psychology)Random forestSpectroscopyStatisticsMathematicsComputer scienceOpticsChromatographyQuantum mechanicsPhysicsBiologySpectroscopy and Chemometric AnalysesWater Quality Monitoring and AnalysisAdvanced Chemical Sensor Technologies