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Related Questions
- What are the primary differences between ensemble methods and query-by-committee in machine learning?
- Can you explain the role of committee machines in query-by-committee and how they are trained?
- What are some common types of machine learning models used in committee machines for query-by-committee?
- How does the diversity of models in a committee machine impact the performance of query-by-committee?
- What are some challenges in implementing query-by-committee with deep learning models?
- Can you discuss the trade-offs between using a single strong model versus a committee of weaker models in query-by-committee?
- What are some real-world applications of query-by-committee in industries such as finance, healthcare, and natural language processing?
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