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Related Questions
- How does uncertainty sampling compare to other active learning strategies?
- Can you explain the concept of expected calibration error (ECE) in machine learning?
- What are the implications of high ECE in a machine learning model?
- How does uncertainty sampling impact the generalization performance of a model?
- What are some common methods to reduce ECE in uncertainty sampling?
- Can you provide examples of applications where uncertainty sampling is particularly useful?
- How does uncertainty sampling relate to other concepts in machine learning, such as confidence intervals and predictive distributions?
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