Combining wavelength importance ranking to the random forest classifier to analyze multiclass spectral data
Juliana de Abreu Fontes, Michel J. Anzanello, João B. G. Brito, Guilherme Brandelli Bucco, Flávio S. Fogliatto, Fábio do Prado Puglia
Topics & Concepts
Random forestClassifier (UML)Pattern recognition (psychology)Computer scienceNear-infrared spectroscopyRanking (information retrieval)Artificial intelligenceMachine learningData miningMathematicsOpticsPhysicsSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Chemical Sensor Technologies