A stacked regression ensemble approach for the quantitative determination of biomass feedstock compositions using near infrared spectroscopy
Gerard G. Dumancas, Indra Adrianto
2022Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy33 citationsDOIOpen Access PDF
Topics & Concepts
Partial least squares regressionEnsemble learningLasso (programming language)Random forestRegressionSupport vector machineChemistryLinear regressionArtificial intelligenceRegression analysisElastic net regularizationMean squared errorCross-validationStatisticsMathematicsComputer scienceWorld Wide WebSpectroscopy and Chemometric AnalysesBiofuel production and bioconversionMeat and Animal Product Quality