Performance comparison of nonlinear and linear regression algorithms coupled with different attribute selection methods for quantitative structure - retention relationships modelling in micellar liquid chromatography
Jovana Krmar, Milan Vukičević, Ana Kovačević, Ana Protić, Mira Zečević, Biljana Otašević
Topics & Concepts
ChemistryFeature selectionLasso (programming language)Linear regressionChromatographySupport vector machineAnalytePrincipal component analysisBayesian multivariate linear regressionArtificial neural networkChemometricsArtificial intelligenceMachine learningComputer scienceWorld Wide WebAnalytical Chemistry and ChromatographyComputational Drug Discovery MethodsSpectroscopy and Chemometric Analyses