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Related Questions
- What are the common methods used for oversampling minority classes in class imbalance problems?
- How does oversampling minority classes affect the performance of a classification model?
- What are the potential biases introduced by oversampling minority classes and how can they be mitigated?
- Can oversampling minority classes lead to overfitting in classification models?
- How does the choice of oversampling method impact the overall performance of a classification model?
- What are the trade-offs between oversampling minority classes and undersampling majority classes in class imbalance problems?
- Can oversampling minority classes be used in conjunction with other techniques, such as ensemble methods, to improve classification performance?
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