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Related Questions
- What is the relationship between sample size and the effectiveness of uncertainty sampling in machine learning?
- How does the accuracy of uncertainty sampling change with the number of samples in a dataset?
- What are the potential drawbacks of increasing the sample size in uncertainty sampling?
- Can you explain the concept of epistemic uncertainty and how it relates to the accuracy of uncertainty sampling?
- How does the type of model used affect the trade-off between sample size and accuracy in uncertainty sampling?
- What is the impact of overfitting on the accuracy of uncertainty sampling as the sample size increases?
- Are there any specific techniques for selecting the optimal sample size for uncertainty sampling in a given dataset?
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