Open access
Aug 2026
Machine learning framework for predicting ESDD on high-voltage glass insulators with SHAP-based feature optimization
Shapley Additive exPlanations-based feature selection and hyperparameter optimization led to the development of efficient, accurate, and interpretable models for predicting contamination severity on high-voltage insulators.
Ali Ahmed Ali Salem, W. M. Hamanah, A. Algamili et al.
· PLoS ONE · 0 citations