..., XGBoost and Gradient Boosting Machine (GBM), were developed to predict compressive strength (CS), split tensile strength (STS), flexural strength (FS), Rapid Chloride Permeability Test (RCPT) and sorptivity. Model performance was evaluated using R², RMSE, MAE and MAPE. SHAP analysis...

...Mohamed Turki; Ines Zarrad; Michéle Quéneudec; Jamel Bouaziz Purpose The purpose of this paper is to focus on compressive strength modelling of cementitious mixtures like mortar and Roller-compacted concrete (RCC) containing rubber aggregates from shredded worn tires and filler using adaptive...