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Related Questions
- What is the key difference between active learning and uncertainty sampling techniques?
- Can you explain the concept of conditional uncertainty and how it relates to entropy-based methods?
- How does conditional entropy compare to other uncertainty metrics in terms of informativeness?
- What are the advantages and limitations of using conditional entropy for uncertainty-based sampling?
- How does uncertainty sampling select the most informative samples in comparison to other methods?
- Can uncertainty sampling be used in combination with other active learning methods for improved performance?
- What are the key considerations when choosing between uncertainty sampling and conditional uncertainty methods for a particular machine learning task?
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