Support vector machine regression

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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?

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