The ANNs do not usually enable a calculation of statistical parameters and diagnostics for a detailed assessment of the model quality, with the use of for example variance of regression coefficients, F and t statistics for the testing the significance of the model, diagnostic graphs, etc., as it is in the case of parametric regression models of experimental data [47].