Terahertz spectroscopy combined with data dimensionality reduction algorithms for quantitative analysis of protein content in soybeans
Wei Xiao, Song Li, Shiping Zhu, Wanqin Zheng, Yong Xie, Shengling Zhou, Miedie Hu, Yujie Miao, Linkai Ma, Weiji Wu, Zhiyong Xie
Topics & Concepts
Partial least squares regressionLinear discriminant analysisChemistryDimensionality reductionCurse of dimensionalityData setAlgorithmSupport vector machineContent (measure theory)Terahertz spectroscopy and technologySpectroscopyChemometricsCorrelation coefficientArtificial intelligenceStatisticsMathematicsComputer scienceChromatographyPhysicsQuantum mechanicsMathematical analysisSpectroscopy and Chemometric AnalysesAdvanced Chemical Sensor TechnologiesTerahertz technology and applications