Modify the convergence proof to prove the convergence of the following correction procedure: starting with an arbitrary initial weight vector , correct according to

mod

not only if , i.e. , but if and only if fails to exceed a margin , where is bounded by . What happens if is negative?

Haeusler Stefan 2013-01-16