Thanks for working on this. The change looks reasonable to me.

The linting tests that check the formatting of the code are failing. Take a look at step 9 of https://scikit-learn.org/stable/developers/contributing.html#how-to-contribute or the section after that for the tools you need to run to have the formatting fixed automatically. The easiest way is to use pre-commit.

Thanks @betatim, I think I solved it.
Only one is failing now, so I believe that "No Changelog Needed".

Thanks for the PR @miningknowledge. It's true that array-likes are valid, not just ndarrays as the docstring says. Could you update the parameter description of y_true and y_score ?

@jeremiedbb good point, done

Interestingly we broke the documentation CI :)