Detection of non-protein nitrogen (NPN) milk adulterants using Raman spectroscopy with machine learning
Zahra Poursorkh, Natalia Solomatova, Hooman Tavakolizadeh, Calum Cole, Sadegh Shokatian, Edward R. Grant
Topics & Concepts
MelamineSupport vector machineArtificial intelligenceGradient boostingPartial least squares regressionBoosting (machine learning)Machine learningMathematicsRandom forestExtreme learning machineChemistryChemometricsAmmoniumRegressionPattern recognition (psychology)NitrogenAmmonium sulfateBinary classificationRaman spectroscopyLinear regressionAdaBoostRegression analysisCross-validationAnalytical Chemistry (journal)Computer scienceStatisticsAlgorithmPrincipal component analysisLeast squares support vector machineGaussianMelamine detection and toxicityIdentification and Quantification in FoodDye analysis and toxicity