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Related Questions
- What are the primary differences between active learning and semi-supervised learning?
- Can you explain the concept of Bayesian uncertainty and how it relates to uncertainty sampling?
- How does entropy sampling differ from other active learning strategies, such as query-by-committee?
- What are some common applications of uncertainty sampling in real-world scenarios?
- How does the choice of uncertainty metric impact the performance of uncertainty sampling?
- Can you compare and contrast uncertainty sampling with other active learning methods, such as core-set selection?
- What are some potential limitations or challenges associated with using entropy sampling in practice?
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