Consider the primal and dual forms of the soft-margin SVM for binary classification. Suppose they are used on a training set of n points, where each point is d-dimensional. a) How many real-valued variables are there in the primal optimization problem? (Don't use spaces in your expression.) b) How many real-valued variables are there in the dual optimization