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Keywords: Interpretability
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Journal Articles
Journal:
Anti-Corrosion Methods and Materials
Anti-Corrosion Methods and Materials (2026) 73 (4): 577–586.
Published: 16 December 2025
... XGBoost model was interpreted using SHapley Additive exPlanations ( SHAP ) and Accumulated Local Effects ( ALE ) to quantitatively assess the influence of features on corrosion. Findings The XGBoost model demonstrated the best predictive accuracy on the independent dataset and showed good...
Includes: Supplementary data
