In this paper, we have studied the concept of multiclass classification and support vector machine. After scrutinizing the problem of multiclass classification, we concluded the fact for how it is suited to describe the binary classification. Also illustrating various kernel functions associated with implementation for svm. By further proceeding, it would let you disclose the concept for fitness of support vector machine in multiclass letter recognition system.