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Related Questions
- How does SMOTE handle class imbalance in datasets with high-dimensional features?
- Can SMOTE be used in conjunction with dimensionality reduction techniques to improve its performance?
- What are some common feature engineering techniques that can be combined with SMOTE for better results?
- How does the choice of feature engineering technique affect the performance of SMOTE in handling class imbalance?
- Can SMOTE be combined with feature selection techniques to improve its effectiveness in identifying relevant features?
- What are some best practices for combining SMOTE with feature engineering techniques for class imbalance problems?
- Can SMOTE be used in conjunction with feature transformation techniques, such as normalization or standardization, to improve its performance?
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