Non-linear regression is capable of producing a more accurate prediction by learning the variations in the data and their dependencies. ... This code plots the data points and the regressor on a 2 ...

The curve estimation procedure can be used to identify the nature of the functional relationships at play in your data, so you can choose the correct regression model, whether linear or nonlinear ...