OversamplingClassifier does not work with probability-based metrics about smote_variants HOT 3 OPEN

Thank you for raising, I look into it.

from smote_variants.

I have a version 0.7.1 installed via pip and I don't see several lines which are present in the main branch of the github repo. So, maybe you need to update pypi by the latest version of the code?

The lines are in the following file https://github.com/analyticalmindsltd/smote_variants/blob/master/smote_variants/classifiers/_oversamplingclassifier.py

line 30, OversamplingClassifier._init_():
self.classes_ = None

line 47, OversamplingClassifier.fit():
self.classes_ = self.classifier_obj.classes_

from smote_variants.

Yes, this is the issue. I have prepared the release of 0.7.2, but one of the dependencies (metric-learn) struggles with the latest version of numpy. As soon as they fix it (already done, but not released yet), I will release 0.7.2 to PyPI, until that, you should be able to use it from the repo here.

from smote_variants.