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I propose we make a minor adjustment to SLEP010 and have only two states:
n_feature_in_
is an int.n_feature_in_
is not set.
Dummy*
is the only estimator that sets n_features_in_
to None
. I propose we not set the attribute or set it and not use it for validation.
For reference, I was thinking about this for feature_names_in_
and what to do with it in Dummy*
.
CC @scikit-learn/core-devs