Handling Imbalanced Data | Oversampling | Undersampling | SMOTE | Machine Learning | Data Science

[@mahmoudramadan9193]

really helpful, Thanks!

[@abdolrahimtooraanian5615]

Thanks!!!

[@hossain9410]

Should I do oversampling or undersampling on test data? As my test data is imbalanced

[@prosmartanalytics]

Imbalance treatment is only applied to train data. Test data is supposed to be treated like future data, therefore, we don't perform any over/under sampling there.