Study on evolution methods for the optimization of machine learning models based on FT-NIR spectroscopy
Lina Mo, Huazhou Chen, Weihao Chen, Quanxi Feng, Lili Xu
Topics & Concepts
Hyperparameter optimizationGenetic algorithmMean squared errorComputer scienceSupport vector machineDifferential evolutionCalibrationCorrelation coefficientConvergence (economics)Standard deviationBiological systemApproximation errorNear-infrared spectroscopyAlgorithmMathematicsArtificial intelligenceStatisticsMachine learningOpticsPhysicsBiologyEconomic growthEconomicsSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchWater Quality Monitoring and Analysis