Support vector machines (SVM) is a new general machine-learning tool based on the structural risk minimization principle.It exhibits good generalization when fault samples are few.

• 摘要支持向量机(SVM)是一种基于统计学习理论的新型机器学习方法，对小样本决策具有较好的学习推广性。