Explainable AI using ensemble machine learning with integrated SHapley additive explanations (SHAP)-Borda approach for estimation of the safety factor against soil liquefaction - Dağdeviren, Uğur; Demir, Alparslan Serhat; Erden, Caner; Kökçam, Abdullah Hulusi; Kurnaz, Talas Fikret (Environmental earth sciences, 2025)
Keywords: Accuracy; Algorithms; Artificial intelligence; Biogeosciences; Decision making; Earth and Environmental Science; Earth Sciences; Earthquakes; Engineering; Environmental Science and Engineering; Explainable artificial intelligence; Geochemistry; Geology; Hydrology/Water Resources; Laboratories; Learning algorithms; Liquefaction; Machine learning; Methods; Original Article; Parameterization; Performance evaluation; Predictions; Safety factors; Soil; Terrestrial Pollution; Ensemble machine learning; SHapley Additive exPlanations (SHAP); Borda; Soil liquefaction; Prediction