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Related Questions
- What is the purpose of oversampling in synthetic sampling techniques?
- How does undersampling differ from oversampling in ensemble methods?
- What is the difference between random oversampling and synthetic minority over-sampling technique (SMOTE)?
- What are the advantages of using synthetic sampling techniques in imbalanced datasets?
- How does ensemble methods with synthetic sampling handle class imbalance problems?
- What is the role of synthetic sampling in reducing overfitting in ensemble models?
- Can you explain the concept of borderline oversampling and its application in ensemble methods?
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