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Related Questions
- How does SMOTE handle instances with missing values?
- Can SMOTE be combined with feature engineering techniques to improve its effectiveness?
- In what scenarios is SMOTE more effective than other over-sampling techniques?
- How does the choice of k-nearest neighbors (k-NN) impact the performance of SMOTE?
- Can SMOTE be used in conjunction with other ensemble methods to improve performance?
- How does SMOTE handle data with class imbalance and data noise?
- What are some common metrics used to evaluate the performance of SMOTE in imbalance datasets?
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