The number of data points in the training set affects the number of nodal values and constraints in a linear fashion. The results obtained at different 𝑁𝐸 are summarised in Figure and compared with the previously reported formulation . For both formulations an increase in CPU time was observed, and in all cases, our adapted formulation showed improved scalability in the number of data points.