I want to make an anti-fraud tool but the database I am using is too imbalanced. I want to avoid over-sampling or under-sampling to balance it. Is there any other option?
If it is the only option, what is the threshold so my data is not imbalanced? I want to use the minimum necessary of the aforementioned to make it work.
