Linear SVM Regression: Primal Formula: Suppose we have a set of training data where xn is a multivariate set of N observations with observed response values yn.
To find the linear function
f(x)=x′β+b,
and ensure that it is as flat as possible.
What is the meaning of f(x) to be flat?