Statistical Learning

Question 1

What differentiates a parametric approach from a non-parametric approach?

Answer 1

A parametric approach makes an assumption on the form of the function and then subsequently fit the model using the training data. A non-parametric approach does not make any explicit assumptions on the form of the function.