Since training of an ANN is not trivial and computationally expensive task one may wonder where a simpler approach such as linear of higher order method could be used more efficiently instead. Indeed, linear interpolation, when applied directly to the training dataset, is a fast and efficient method, typically at low dimensional spaces .