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Hyperparameter Tuning
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Grid vs random search
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351.
Grid Search Mechanism
easy
How does grid search explore the hyperparameter space?
A
It partitions the hyperparameter space into equal-sized regions and evaluates the center of each
B
It samples hyperparameter configurations randomly from a predefined distribution for each dimension
C
It evaluates configurations sequentially, using previous results to guide the next selection
D
It evaluates every combination of predefined discrete values for each hyperparameter
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