A density-based oversampling approach for class imbalance and data overlap
Ruizhi Zhang, Shaowu Lu, Baokang Yan, Puliang Yu, Xiaoqi Tang
Topics & Concepts
OversamplingKernel density estimationStability (learning theory)Selection (genetic algorithm)Kernel (algebra)Class (philosophy)Pattern recognition (psychology)Computer scienceData miningSample (material)Artificial intelligenceMathematicsk-nearest neighbors algorithmDegree (music)AlgorithmMachine learningStatisticsBandwidth (computing)AcousticsCombinatoricsEstimatorChromatographyComputer networkPhysicsChemistryImbalanced Data Classification TechniquesElectricity Theft Detection TechniquesAnomaly Detection Techniques and Applications