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Related Questions
- What is the primary goal of uncertainty sampling in active learning?
- How does uncertainty sampling select the most informative samples for labeling in active learning?
- What are the types of uncertainty measures used in uncertainty sampling for active learning?
- How does uncertainty sampling differ from other active learning strategies, such as committee-based sampling?
- Can you explain the trade-off between exploration and exploitation in uncertainty sampling?
- How does the choice of uncertainty measure affect the performance of uncertainty sampling in active learning?
- What are the advantages and limitations of uncertainty sampling in active learning compared to other methods?
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