Accurate prediction of glucose concentration and identification of major contributing features from hardly distinguishable near-infrared spectroscopy
Bitewulign Kassa Mekonnen, Webb Yang, Tung‐Han Hsieh, Shien‐Kuei Liaw, Fu-Liang Yang
Topics & Concepts
Partial least squares regressionPrincipal component analysisArtificial intelligenceTest setRandom forestWeightingSupport vector machineCorrelation coefficientPrincipal component regressionRobustness (evolution)AbsorbanceComputer scienceRegressionSpectroscopyArtificial neural networkCoefficient of determinationRegression analysisPattern recognition (psychology)Biological systemMachine learningMathematicsStatisticsChemistryPhysicsChromatographyAcousticsBiochemistryBiologyQuantum mechanicsGeneSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Chemical Sensor Technologies