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Related Questions
- What is query by committee and how does it relate to ensemble methods?
- How does query by committee mitigate overfitting compared to traditional machine learning models?
- Can you explain the difference between query by committee and random sampling in terms of handling overfitting?
- How does query by committee's use of multiple models impact its ability to generalize and avoid overfitting?
- What are some common pitfalls to avoid when implementing query by committee to prevent overfitting?
- How does the number of models in the committee affect the model's ability to generalize and handle overfitting?
- Can you provide an example of a scenario where query by committee outperforms random sampling in handling overfitting?
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