Feature Selection for Classification using Principal Component Analysis and Information Gain
Erick Odhiambo Omuya, George Okeyo, Michael Kimwele
Topics & Concepts
Computer scienceFeature selectionPrincipal component analysisArtificial intelligenceInformation gain ratioData miningNaive Bayes classifierFilter (signal processing)Machine learningFeature (linguistics)Information gainDimensionality reductionPattern recognition (psychology)Curse of dimensionalityComponent (thermodynamics)Support vector machineLinguisticsPhysicsPhilosophyThermodynamicsComputer visionText and Document Classification TechnologiesData Quality and ManagementRough Sets and Fuzzy Logic