Open access
Oct 2026
Performance enhancement of machine learning models for diabetes diagnosis through data balancing and hyperparameter optimization
The results indicate that careful preprocessing and model optimization can enhance predictive performance, highlighting the potential of ensemble-based methods for clinical decision support.
Muhammad Lais, Fazal Muhammad, Neelam Gohar et al.
· PeerJ Computer Science · 0 citations