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Related Questions
- What are some common techniques used to handle class imbalance in active learning?
- Can you provide examples of datasets where class imbalance is a significant challenge in active learning?
- How does class imbalance affect the performance of machine learning models in active learning?
- What are some strategies for sampling minority classes in active learning to address class imbalance?
- How does the choice of sampling strategy impact the performance of active learning algorithms in imbalanced datasets?
- Can you discuss the trade-offs between oversampling, undersampling, and synthetic minority over-sampling technique (SMOTE) in active learning?
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