Open access
Aug 2026
Cardiovascular Disease Classification Using Machine Learning: A Comparative Study with SMOTE Class-Imbalance Correction
The pipeline approach ensured no data leakage in cross-validation, and the findings support ensemble ML models with SMOTE as a preprocessing step for imbalanced CVD datasets.
M. Maindarkar, M. Patil, Pratibha Jadhav et al.
· Journal of Intelligent Decis... · 0 citations