  In this paper, we study the support vector machine and introduced the notion
of generalized support vector machine for classification of data. We show that
the problem of generalized support vector machine is equivalent to the problem
of generalized variational inequality and establish various results for the
existence of solutions. Moreover, we provide various examples to support our
results.
