Question: Given a hypothesis class H , the VC dimension, V C ( H ) is defined to be the size of the largest set that
Given a hypothesis class H the VC dimension, is defined to be the size of the largest set that is shattered by H If H can shatter arbitrarily large sets, then we say that
It is sometimes useful to think of VC dimension as being related to the number of parameters needed to specify an element of For example, what is the VC dimension of the set of hypotheses of the following form?
Please justify your answer.
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