Adam Hassan

Comparative Performance Analysis of Synthetic Minority Oversampling Techniques (SMOTE) on Medical Datasets Based on Extreme Gradient Boosting Estimator

2026 · Zenodo (CERN European Organization for Nuclear Research)

Medical datasets frequently face issues with class imbalance and redundant features, which can undermine the accuracy and reliability of predictive diagnostic models. This research conducts a performance comparison of four variants of the Synthetic Minority …