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RESEARCH · CL_10172 · Apr 30 · 04:00

Data Balancing Strategies: A Systematic Survey of Resampling and Augmentation Methods

This paper presents a systematic review of data balancing strategies for machine learning, covering resampling and augmentation techniques. It categorizes methods from foundational approaches like SMOTE to advanced deep…