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Related Questions
- What is the primary function of SMOTE in handling class imbalance?
- How does SMOTE adapt to datasets with high-dimensional features?
- Can SMOTE be used in conjunction with other ensemble methods to improve performance?
- What are the key advantages of SMOTE over other oversampling techniques?
- How does SMOTE balance the trade-off between minority class representation and model generalizability?
- Can SMOTE be used for multi-class imbalanced datasets, and if so, how?
- What are the potential drawbacks or limitations of using SMOTE in high-dimensional feature spaces?
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