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The maximum number of points that can be shattered by H is called the Vapnik-Chervonenkis (VC) dimension of H , is denoted as VC(H ), and measures the capacity of H
In real life, the world is smoothly changing, instances close by most of the time have the same labels, and we need not worry about all possible labelings.