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Related Questions
- What are the primary advantages of using surrogate models in ensemble methods?
- How do surrogate models balance accuracy and computational cost in ensemble methods?
- Can you provide examples of scenarios where surrogate models are particularly useful in ensemble methods?
- What are some common techniques used to reduce the computational cost of surrogate models in ensemble methods?
- How does the choice of surrogate model architecture impact the trade-off between accuracy and computational cost?
- Can you discuss the role of hyperparameter tuning in optimizing the trade-off between accuracy and computational cost for surrogate models?
- What are some best practices for selecting the optimal surrogate model for a given problem in ensemble methods?
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