ACS Omega · 2022 · 17 citations · 30 references
Natural SciencesMaterials ScienceAnalytical ChemistryFood AnalysisMaterials CharacterizationMolecular DescriptorsMolecular Property PredictionOil Quality ImprovementPhysicochemical CharacterizationBase Oil RheologyCorrelation AnalysisOrdinary Least SquaresQuantitative Nuclear Magnetic ResonanceRidge RegressionStepwise RegressionViscosityViscosity Index
C NMR data, the ridge regression model was used to obtain regression coefficients consistent with reality, and the expected VI could be well predicted with a correlation coefficient of 0.935.
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