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Related Questions
- What are the key differences between uncertainty-based sampling and other active learning strategies?
- How does uncertainty-based sampling help reduce the need for labeling in active learning?
- Can you explain the concept of epistemic uncertainty in the context of active learning?
- What are some common algorithms used for uncertainty-based sampling in active learning?
- How does uncertainty-based sampling impact the overall efficiency of the active learning process?
- Can you discuss the trade-offs between exploration and exploitation in uncertainty-based sampling?
- In what scenarios is uncertainty-based sampling particularly beneficial in active learning, and why?
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