We will incorporate the variable context length model into our system.°C onsidering more predictable bound In our experiments, we introduce new types of voting methods which stem from the theorems of SVMs -VC bound and Leave-One-Out bound.
chapelle and Vapnik introduce an alternative and more predictable bound for the risk and report their proposed bound is quite useful for selecting the kernel function and soft margin parameter (chapelle and Vapnik, 2000).