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Related Questions
- What is the primary difference between grid search and random search in hyperparameter tuning?
- How does grid search compare to random search in terms of computational efficiency?
- What are the advantages of using random search over grid search in hyperparameter optimization?
- Can you explain the concept of 'combinatorial explosion' and how it affects grid search?
- How does the number of hyperparameters and their ranges impact the efficiency of grid search versus random search?
- What is the role of the 'budget' parameter in random search and how does it affect model performance?
- Can you provide a real-world example of when random search might be more suitable than grid search for hyperparameter tuning?
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