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What does this PR do?
Includes example of common error source
Where should the reviewer start?
n/a
How should this PR be tested?
n/a
Any background context you want to provide?
I came across this when first using TPOT with binary classes, binary-only evaluation metrics and nans that were treated as a third class. This is likely a common use-case and error for beginners.
(my first contribution : )
What are the relevant issues?
[you can link directly to issues by entering # then the number of the issue, for example, #3 links to issue 3]
Screenshots (if appropriate)
Questions: