Use of the GpLearn Model to identify a mathematical expression that best describes wave setup. The dataset is available in Stockdon & Holman (2011) and also can be downloaded from Coastal and Ocean Collective/Wave Runup Field Data.
The GpLearn model parameters can be changed according to its documentation.
Reference:
Dalinghaus, C., Coco, G., and Higuera, P.: A predictive equation for wave setup using genetic programming, Nat. Hazards Earth Syst. Sci. Discuss. [preprint], https://doi.org/10.5194/nhess-2022-221, in review, 2022.