On Statistical Learning Theory
Wang Qing-lan · Journal of Tangshan Teachers College · 2007
After introducing the main contents of statistical learning theory,the paper has discussed such theories as VCD(Vapnik-Chervonenkis Dimension),the boundary of generalization capacity,SRM(Structural Risk Minimization),then continued to discuss the conditions the ERM Principle can be formed and the relationship between the empirical risk and expectation risk under the circumstances of the limited samples.