Proof for VC Dimensions using Shattered Points

I was wondering in the process of counting the VC dimensions:

  1. Show that there is a set of n points that can be shattered.
  2. No set of n+1 points is shattered.

Does this mean that I don't necessarily need to ensure that all sets of n points in the space can be shattered to show VC dimension as n? And it is enough to show that there exists a set of n points that can be shattered?

Topic vc-theory

Category Data Science

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