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 (Question 9)