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Related Questions
- What is SMOTE and how does it address class imbalance in machine learning?
- How does SMOTE differ from other oversampling techniques for handling class imbalance?
- Can SMOTE be used to handle data noise, and if so, how?
- What are some common challenges when using SMOTE to handle class imbalance in real-world datasets?
- How can SMOTE be combined with other techniques, such as undersampling or ensemble methods, to improve its performance?
- What are some potential limitations of SMOTE, and how can they be addressed?
- Can SMOTE be used to handle imbalanced data in classification and regression tasks, and if so, how?
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