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Quantitative analysis of heavy metals in soil by X-ray fluorescence with improved variable selection strategy and bayesian optimized support vector regression

Xin Lu, Fusheng Li, Wanqi Yang, Pengfei Zhu, Shubin Lv

2023Chemometrics and Intelligent Laboratory Systems26 citationsDOI

Topics & Concepts

Support vector machineHyperparameterFeature selectionCollinearitySensitivity (control systems)Bayesian probabilityRegression analysisLinear regressionComputer scienceMathematicsChemistryBiological systemStatisticsAlgorithmArtificial intelligenceEngineeringBiologyElectronic engineeringSpectroscopy and Chemometric AnalysesMineral Processing and GrindingGeochemistry and Geologic Mapping
Quantitative analysis of heavy metals in soil by X-ray fluorescence with improved variable selection strategy and bayesian optimized support vector regression | Litcius