Fully component selection: An efficient combination of feature selection and principal component analysis to increase model performance
Hossein Shafizadeh‐Moghadam
Topics & Concepts
Principal component analysisFeature selectionDimensionality reductionRandom forestComputer sciencePattern recognition (psychology)Artificial intelligenceSelection (genetic algorithm)Component (thermodynamics)Curse of dimensionalityIndependent component analysisFeature (linguistics)Model selectionData miningMachine learningLinguisticsThermodynamicsPhilosophyPhysicsSpectroscopy and Chemometric AnalysesSoil Geostatistics and MappingMetabolomics and Mass Spectrometry Studies