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Related Questions
- How does query by committee address the problem of overfitting in high-dimensional spaces?
- Can you explain the relationship between query by committee and regularization techniques?
- How does query by committee compare to other ensemble methods in terms of handling overfitting?
- What are some common pitfalls to avoid when implementing query by committee to prevent overfitting?
- Can you discuss the role of committee size and diversity in query by committee's ability to handle overfitting?
- How does query by committee's performance degrade in high-dimensional spaces, and what can be done to mitigate this?
- Are there any known heuristics or modifications to query by committee that can improve its performance in high-dimensional spaces?
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