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Related Questions
- What is the key distinction between uncertainty sampling and entropy sampling?
- How does uncertainty sampling handle multi-modal distributions compared to other active learning strategies?
- Can uncertainty sampling be used in scenarios where the model is already overfitting to a certain degree?
- What are the benefits and limitations of using uncertainty sampling over query-by-committee methods?
- In what scenarios does entropy sampling outperform uncertainty sampling?
- Can uncertainty sampling be modified to account for class imbalance?
- What is the relationship between uncertainty sampling and expected calibration error (ECE)?
- How does uncertainty sampling differ from conditional uncertainty methods like conditional entropy?
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