Comparison of optimization algorithms for variable selection to enhance the predictive performance of PLS regression model in determining the concentration of heavy metal Cd in peanut oil
Ziyu Wang, Jihong Deng, Zhidong Ding, Hui Jiang
Topics & Concepts
Feature selectionLasso (programming language)Elastic net regularizationPartial least squares regressionCoefficient of determinationLinear regressionRobustness (evolution)AlgorithmMathematicsRegression analysisMean squared errorComputer scienceRegressionPredictive modellingStatisticsArtificial intelligenceMachine learningChemistryGeneBiochemistryWorld Wide WebSpectroscopy and Chemometric AnalysesAdvanced Chemical Sensor TechnologiesWater Quality Monitoring and Analysis