.... This study seeks to predict the compressive strength of concrete exposed to marine environments using optimised and cost-effective machine learning models: support vector regression ( SVR ), gene expression programming ( GEP ), and extreme gradient boosting (XGBoost). A data set of 144 specimens with six...