Automated Data Preprocessing

Automatic Class Balancing

Technique automatically adjusting class distribution in imbalanced classification problems via oversampling, undersampling, or hybrid methods. The algorithm optimizes the bias-variance tradeoff to improve performance on minority classes.

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