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Related Questions
- How does class imbalance affect the performance of active learning models?
- What are the common methods to address class imbalance in active learning?
- Can you explain the concept of overfitting in active learning models and how class imbalance contributes to it?
- How does the choice of sampling strategy impact the trade-off between exploration and exploitation in active learning?
- What are some strategies to balance the exploration-exploitation trade-off in active learning when dealing with class imbalance?
- Can you discuss the role of uncertainty-based sampling in active learning and how it relates to class imbalance?
- How does the presence of noisy or irrelevant data points affect the performance of active learning models in imbalanced datasets?
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