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[WIP] Allow NaN/Inf in univariate feature selectors #15434
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adpeters
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[WIP] Allow NaN/Inf in univariate feature selectors #15434
adpeters
wants to merge
43
commits into
scikit-learn:main
from
adpeters:allow-nan-inf-in-univariate-feature-selectors
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…its not true anymore
… default score_funcs do not currently allow nans
…or univariate selectors
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Related to PR #11635, this adds support for NaN/Inf values in univariate feature selectors. These feature selectors were removed from that PR due to the unresolved question: how do we properly determine the
allow_nan
tag when it depends on the underlying score function, which does not have tags to indicate its handling of NaN/Inf.