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

Admin 1
Viewed 38501

Hi can anyone help why I am getting AttributeError: 'SMOTE' object has no attribute 'fit_sample' error? I don't think this code should cause any error? Thanks

from imblearn.over_sampling import SMOTE
smt = SMOTE(random_state=0)
X_train_SMOTE, y_train_SMOTE = smt.fit_sample(X_train, y_train)
imblearn machine-learning python-3.x python
1 Answers

If you import like this

from imblearn.over_sampling import SMOTE

you need to do fit_resample()

oversample = SMOTE()
X, y = oversample.fit_resample(X, y)
user_56028710
Related