AttributeError: 'SMOTE' 对象没有属性 'fit_sample'

问题描述

嗨，谁能帮助我为什么会出现 AttributeError: 'SMOTE' object has no attribute 'fit_sample' 错误？我不认为这段代码应该导致任何错误？谢谢

from imblearn.over_sampling import SMOTE
smt = SMOTE(random_state=0)
X_train_SMOTE,y_train_SMOTE = smt.fit_sample(X_train,y_train)

解决方法

如果你这样导入

from imblearn.over_sampling import SMOTE

你需要做fit_resample()

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