XGBoost algorithm assisted multi-component quantitative analysis with Raman spectroscopy
Qiaoyun Wang, Xin Zou, Yinji Chen, Ziheng Zhu, Chongyue Yan, Peng Shan, Shuyu Wang, Yongqing Fu
Topics & Concepts
PreprocessorChemistryRaman spectroscopyHyperparameterArtificial intelligencePrincipal component analysisRobustness (evolution)Multilayer perceptronPattern recognition (psychology)AlgorithmBiological systemAnalytical Chemistry (journal)Artificial neural networkComputer scienceChromatographyPhysicsBiochemistryOpticsBiologyGeneSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchWater Quality Monitoring and Analysis