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

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)


Solution 1:[1]

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)

Sources

This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.

Source: Stack Overflow

Solution Source
Solution 1 Subbu VidyaSekar