Version 0.11.0 (Under development)#
Changelog#
Bug fixes#
SMOTENC
now handles mix types of data type such asbool
andpd.category
by delegating the conversion to scikit-learn encoder. #1002 by Guillaume Lemaitre.Handle sparse matrices in
SMOTEN
and raise a warning since it requires a conversion to dense matrices. #1003 by Guillaume Lemaitre.
Compatibility#
Maintenance release for being compatible with scikit-learn >= 1.3.0. #999 by Guillaume Lemaitre.
Deprecation#
The fitted attribute
ohe_
inSMOTENC
is deprecated and will be removed in version 0.13. Usecategorical_encoder_
instead. #1000 by Guillaume Lemaitre.
Enhancements#
SMOTENC
now accepts a parametercategorical_encoder
allowing to specify aOneHotEncoder
with custom parameters. #1000 by Guillaume Lemaitre.SMOTEN
now accepts a parametercategorical_encoder
allowing to specify aOrdinalEncoder
with custom parameters. A new fitted parametercategorical_encoder_
is exposed to access the fitted encoder. #1001 by Guillaume Lemaitre.