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Related Questions
- What is the difference between entropy-based and margin-based sampling methods?
- How can uncertainty-based sampling methods be used to improve the performance of machine learning models?
- Can you provide an example of a scenario where margin-based sampling would be more effective than entropy-based sampling?
- What are the advantages of using uncertainty-based sampling methods over other sampling techniques?
- How can the choice of sampling method depend on the specific problem being addressed?
- What are some common applications of uncertainty-based sampling methods in machine learning?
- Can you explain how to implement uncertainty-based sampling methods using popular machine learning libraries?
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