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Related Questions
- What are the key characteristics of uncertainty sampling that make it effective in certain scenarios?
- When is uncertainty sampling more effective than other active learning strategies?
- Can you provide examples of scenarios where uncertainty sampling is particularly effective?
- What are some common pitfalls to avoid when using uncertainty sampling?
- How does uncertainty sampling compare to other active learning methods in terms of computational efficiency?
- Are there any scenarios where uncertainty sampling might not be the best approach, and if so, what alternatives might be more suitable?
- How can uncertainty sampling be adapted or combined with other active learning strategies to improve its effectiveness?
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