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Related Questions
- How does class imbalance affect the performance of active learning algorithms?
- Can you explain the concept of uncertainty in active learning and how it relates to class imbalance?
- What are the implications of class imbalance on the uncertainty of the model's predictions?
- How does the presence of imbalance affect the selection of informative samples in active learning?
- Can you discuss the relationship between class imbalance and the expected error reduction in active learning?
- How does class imbalance impact the overall performance of active learning algorithms in terms of accuracy and precision?
- What strategies can be employed to mitigate the effects of class imbalance on uncertainty in active learning?
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