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Related Questions
- What are the common consequences of class imbalance in machine learning models?
- How does SMOTE generate new synthetic instances to balance the classes?
- What are the advantages of using SMOTE over other oversampling techniques?
- Can SMOTE be used with undersampling techniques to further balance the classes?
- How does SMOTE handle multi-class classification problems with class imbalance?
- What are some limitations of SMOTE and its potential drawbacks in certain scenarios?
- Can SMOTE be used in combination with other ensemble methods to improve classification performance?
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