The notebook mentions randomized search alleviate regularity in grid search, but I don’t quite understand what that mean. Could someone clarify this term? Thank you.
In this case the word regularity refers to the intrinsically predictable structure of a grid, as the spacing in the grid follows a regular pattern provided by the user’s choice, and that may not necessarily coincide with the optimal points.
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Thanks!