Hi Thanks for your comment.

Very good question.

SMOTE is another bad one.

I guess that these two methodologies cause a similar problem that they create a synthetic data that misrepresents the minority class distribution.

Regarding the problem of SMOTE, please check this. This is very very interesting. https://arxiv.org/abs/2201.08528