Application of the combination method based on RF and LE in near infrared spectral modeling

Xiaowen Zhang, Zhengguang Chen, Feng Jiao

2022Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy30 citationsDOI

Topics & Concepts

MulticollinearityDimensionality reductionCurse of dimensionalityPartial least squares regressionCollinearityRobustness (evolution)AlgorithmSupport vector machinePattern recognition (psychology)Artificial intelligenceLinear regressionComputer scienceMathematicsChemistryStatisticsGeneBiochemistrySpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchWater Quality Monitoring and Analysis