Coastal structures are often designed to a maximum allowable wave overtopping discharge, hence accurate prediction of the amount is an important issue. Both empirical formulae and neural networks among commonly used tools. In this work, new model for mean discharge presented using innovative machine learning technique XGBoost. The selection features train on carefully substantiated, including r...