Towards hybrid over- and under-sampling combination methods for class imbalanced datasets: an experimental study
Cian Lin, Chih‐Fong Tsai, Wei‐Chao Lin
Topics & Concepts
Computer scienceSampling (signal processing)Stratified samplingMachine learningArtificial intelligenceOversamplingClassifier (UML)Class (philosophy)Selection (genetic algorithm)Simple random sampleData miningStatisticsMathematicsBandwidth (computing)Computer visionFilter (signal processing)SociologyPopulationComputer networkDemographyImbalanced Data Classification TechniquesText and Document Classification TechnologiesMachine Learning and Data Classification