Feature selection and its combination with data over-sampling for multi-class imbalanced datasets
Chih‐Fong Tsai, Kuan-Chen Chen, Wei‐Chao Lin
Topics & Concepts
OversamplingFeature selectionComputer scienceFeature (linguistics)Artificial intelligencePattern recognition (psychology)Minimum redundancy feature selectionSampling (signal processing)Boosting (machine learning)Selection (genetic algorithm)Ensemble learningData miningFilter (signal processing)Machine learningLinguisticsComputer networkComputer visionBandwidth (computing)PhilosophyImbalanced Data Classification TechniquesText and Document Classification TechnologiesFace and Expression Recognition