Confused as to when to use StringIndexer vs StringIndexer+OneHotEncoder.

The OneHotEncoder docs say

For string type input data, it is common to encode categorical features using StringIndexer first.

In what situations would I want to take the extra step of transforming StringIndex'ed output to one-hot encoded features?


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