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Grid vs random search
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352.
Grid Search Scalability
medium
What is the primary disadvantage of grid search when the number of hyperparameters grows?
A
It requires continuous hyperparameter spaces which become discretized incorrectly when more parameters are added
B
It produces correlated evaluations across dimensions making it harder to identify which parameter drives performance
C
It assigns equal importance to all parameters making it inefficient when some parameters matter more than others
D
It requires exponentially more evaluations as each new hyperparameter multiplies the total grid size
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