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• Marketing Analytics and Data
• July 12, 2026
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Advanced Techniques for Managing Class Imbalance in Machine Learning Beyond SMOTE

Class imbalance remains one of the most persistent challenges in contemporary machine learning, where the disparity between majority and minority classes often renders standard predictive models ineffective. In real-world applications…