In this paper, the problem of statistic pattern recognition converted into the problem of the best hypothesis test of risk which can be used to judge whether the machine is in normal operation or not.
本文将统计图形识别问题转化为风险的最佳假设检验问题，并用之于对机器运行是否正常的判断。
2
Support vector machine is a kind of machine study algorithm based on statistic theory, it has special advantage in solving small sample, non-linear and high dimension mode recognition.
支持向量机是一种基于统计理论的机器学习算法，在解决小样本、非线性及高维模式识别中有独特的优势。
3
Absrtact: SVM (support vector machine) algorithm is the newest branch of statistic learning theory.