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It seems
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In the introduction to the
set_output
API, it is written thatWith transformers by themselves, this seems to work well. However, I was recently testing pipelines and noticed that setting the output type after the fact did not work quite as well. A simple example that produces the issue:
Calling
fit
, thenset_output
, thentransform
produces the following warning:Is this expected behavior? For pipelines, if we want pandas output with proper feature names, is it necessary to set this before fitting?
Thanks in advance for your help! My apologies if I missed a previous discussion on this topic.
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