Using polynom_fit_SMOTE and documentation

user_19340094 0
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I'm trying to use polynom_fit_SMOTE in my work, but I am having trouble importing it. Is it not part of the imblearn package like SMOTE is? Or is there some other package I have to import? I'm finding limited documentation information on polynon_fit_SMOTE. Thanks!

python
2 Answers

one way to import polynom_fit_SMOTE is with the smote_variants package. Try putting this at the beginning of your file:

import smote_variants as sv

Then, later you should be able to use this:

oversample = sv.polynom_fit_SMOTE()
user_192945590

Thanks Brandon! That did it, and the way it is written now, the proportion it makes is 1.0. If you wanted a different proportion, do (with 0.5 as an example)

oversample = sv.polynom_fit_SMOTE(proportion = 0.5)
user_193400940
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