Using Matlab code answer the question:

Consider a Support Vector Machine and the following training data from two categories:

a) Plot these six training points, and construct by inspection the weight vector for the optimal hyperplane, and the optimal margin.

b) What are the support vectors?

c) Construct the solution in the dual space by finding the Lagrange undetermined multipliers ?. Compare your result to that in part (a).

category | r1 | r2 Pa 1 2 0-0 01 71 1 2 2010 g-11 1222 e 3 3 313 33