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Related Questions
- What are the assumptions required for k-fold cross-validation to be effective?
- How can overfitting occur when using k-fold cross-validation, and what are some methods to mitigate it?
- What is the difference between stratified and non-stratified k-fold cross-validation?
- Can k-fold cross-validation be used for hyperparameter tuning, and what are its limitations?
- How does k-fold cross-validation handle class imbalance, and what are some strategies to address it?
- What is the impact of k-fold cross-validation on the model's generalizability and how can it be improved?
- Can k-fold cross-validation be used for model selection, and what are its advantages and disadvantages?
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