Category "imblearn"

Cannot import name 'available_if' from 'sklearn.utils.metaestimators'

While importing "from imblearn.over_sampling import SMOTE", getting import error. Please check and help. I tried upgrading sklearn, but the upgrade was undone w

AttributeError: 'RandomOverSampler' object has no attribute 'fit_sample'

I am trying to use RandomOverSampler from imblearn but I'm getting error. Looking at other posts, there seems to be a problem with older versions, but I checked

Having issues to import imblearn python package on Jupyter notebook on Anaconda

I wanted to install imbalanced-learn using pip install imbalanced-learn. Then I have tried import from imblearn.ensemble import EasyEnsembleClassifier This imp

Upsampling using SMOTE in python

I am trying to use SMOTE in python to handle highly imbalanced data set. After splitting the data set into train and test I generate synthetic samples using SMO

The difference between smote.fit_sample() and smote.fit_resample()

What exactly is the difference between smote.fit_sample() and smote.fit_resample()? When shall we use smote.fit_sample() and when to use smote.fit_resample()?