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Related Questions
- What is the difference between SMOTE and Borderline SMOTE for handling imbalanced datasets?
- Can you explain how to use SMOTE with Principal Component Analysis (PCA) for dimensionality reduction?
- How does SMOTE differ from Random Over-Sampling (ROS) in terms of oversampling the minority class?
- What is the effect of using SMOTE with polynomial and radial basis function (RBF) kernels in kernel-based methods?
- How can SMOTE be combined with synthetic minority over-sampling technique (SMOTE) with the edited nearest neighbors (ENN) algorithm?
- What are the common pitfalls to avoid when combining SMOTE with other feature engineering techniques?
- Can you provide an example of using SMOTE with feature scaling (e.g., standardization or normalization) for better results?
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