... is built using eXtreme Gradient Boosting (XGBoost), which demonstrates strong performance in predicting both thermal sensation and comfort levels. To address the critical challenge of model interpretability, the SHapley Additive exPlanations ( SHAP ) technique is employed, offering both global and instance...