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Related Questions
- How do variance and entropy metrics compare in terms of selecting informative samples for active learning?
- Can you explain the relationship between uncertainty metrics and the quality of the active learning process?
- How do different uncertainty metrics, such as variance and entropy, affect the balance between exploration and exploitation in active learning?
- What are the implications of using variance versus entropy as the uncertainty metric in active learning?
- How does the choice of uncertainty metric impact the convergence rate of the active learning process?
- Can you discuss the trade-offs between using variance, entropy, and other uncertainty metrics in active learning?
- How do uncertainty metrics influence the selection of samples for active learning in high-dimensional spaces?
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