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Related Questions
- How do different uncertainty metrics, such as variance and entropy, impact the selection of samples for active learning?
- Can you explain the trade-off between using variance and entropy as uncertainty metrics in active learning algorithms?
- How does the choice of uncertainty metric influence the performance of active learning algorithms in high-dimensional spaces?
- What is the impact of using a combination of uncertainty metrics on the performance of active learning algorithms?
- How do different uncertainty metrics affect the number of samples required for effective active learning?
- Can you discuss the relationship between uncertainty metrics and the concept of informativeness in active learning?
- How does the choice of uncertainty metric affect the sample selection process in active learning for imbalanced datasets?
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