so it takes all your data in r1 and maps it to r infinity, and then you run a support vector machine in this infinite dimensional space and also exponentially high dimensional space, and you'll find the optimal margin classifier " in other words, the classifier that separates your data in this very high dimensional space with the largest possible geometric margin.