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8.Show that the VC dimension of the triangle hypothesis class is 7 in two dimensions. (Hint: For best separation, it is best to place the
8.Show that the VC dimension of the triangle hypothesis class is 7 in two dimensions. (Hint: For best separation, it is best to place the seven points equidistant on a circle.)
9. Assume as in exercise 8 that our hypothesis class is the set of lines. Write down an error function that not only minimizes the number of misclassifications but also maximizes the margin.
Reference: Introduction to Machine Learning by Ethem Alpaydin, third edition, The MIT Press (2014)
Chapter 2: Supervised Learning Please Answer (Question 9)
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