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Related Questions
- What are the benefits and challenges of using class weighting in conjunction with data augmentation for handling imbalanced datasets?
- Can you explain how to calculate the optimal class weights for a specific dataset using the Platt scaling method?
- How does the choice of class weighting method affect the performance of a model when combined with data augmentation?
- What are some common techniques for evaluating the effectiveness of class weighting and data augmentation in improving model performance on imbalanced datasets?
- Can you provide an example of a scenario where class weighting and data augmentation are used together to improve model performance on a specific dataset?
- How does the use of class weighting and data augmentation impact the interpretability of model predictions on imbalanced datasets?
- What are some common pitfalls to avoid when combining class weighting and data augmentation techniques for handling imbalanced datasets?
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