Cross project defect prediction using class distribution estimation and oversampling

CDE-SMOTE mitigates the class imbalance and distribution mismatch problems and also helps prevents excessive oversampling that results in performance degradation of prediction models. This approach is thus recommended for CPDP studies in software engineering.