Molar Heat Capacity at Constant Pressure

This example uses CPm1_6_20k.arff dataset,  derived by randomly sampling from molar heat capacity of natural gas at constant pressure relations according to ISO-20765-1.
wGMDH has been run with its standard parameters, using optimal network depth to prevent overfitting. Optimal network depth has been predetermined using 10-fold cross-validation.

You can browse through all models found suitable for building more complex ones. The model with best performance, set as wGmdh classifier output, is situated on the left of topmost layer.