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Related Questions
- What are some common assumptions made when implementing uncertainty sampling?
- How does uncertainty sampling impact model performance when used with imbalanced datasets?
- Can you explain the difference between heuristic and probabilistic uncertainty sampling?
- What are some strategies for handling outliers in uncertainty sampling?
- How does the choice of uncertainty metric affect the performance of uncertainty sampling?
- What are some common pitfalls to avoid when selecting a subset of samples for active learning?
- Can you discuss the trade-off between exploration and exploitation in uncertainty sampling?
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