It's important to note that we know the limitations of SVMs because of the theory. That's usually what a theory provides. There are also a few methods, like bo

It's important to note that we know the limitations of SVMs because of the theory. That's usually what a theory provides. There are also a few methods, like boosting, that are purely the result of theory.