What is the VC Dimension of Centered Circle

A circle (r,c) is defined by its center “c” and its radius r. You are given the following set of classifiers: for 2d inputs points x, f(r,c,x) = 1 if x is inside the circle (r,c), and -1 otherwise. What is the VC dimension of this hypothesis class?

Topic vc-theory classification machine-learning

Category Data Science

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