Application of stacking ensemble learning model in quantitative analysis of biomaterial activity
Hao Cao, Youlin Gu, Jiajie Fang, Yihua Hu, Wanying Ding, Haihao He, Guolong Chen
Topics & Concepts
Partial least squares regressionPrincipal component analysisEnsemble learningMean squared errorBiological systemRandom forestStackingArtificial intelligenceAttenuated total reflectionLinear regressionSpectroscopyGeneralizationChemistryRegression analysisPattern recognition (psychology)Analytical Chemistry (journal)Computer scienceMathematicsInfrared spectroscopyMachine learningStatisticsChromatographyPhysicsOrganic chemistryBiologyQuantum mechanicsMathematical analysisSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Chemical Sensor Technologies