Support Vector Machines is an important theory designed based on the Vapnik-Chervonenkis Dimension in statistical learning theory (SLT) and empirical risk minimization (ERM) principles.

• 支持向量机是建立在统计学习理论的VC维（Vapnik-Chervonenkis Dimension）理论和结构风险最小化原则基础上的重要理论。