With an overview on the statistical learning theory and the related optimization theory, we expound the basic knowledge of SVR model and point out the advantages and disadvantages of SVM.
在对统计学习理论以及相关的优化理论进行回顾的基础上，从四个方面详细描述了SVR模型的基础知识，并指出了SVM的优缺点。
The first part is the review of knowledge in basic educational Stat. which involves basic statistical variables, statistical estimation and describing Stat.
基础统计回顾基础教育统计的知识，主要涉及统计基本变量、统计推断、描述性统计。
This paper introduces the basic knowledge of common statistical datum matrix and the matrixingmethod of these data.
介绍了常用统计量矩阵的基础知识，以及日常统计工作中常用的参数进行矩阵化的方法。
Secondly, the basic knowledge of the statistical learning theory has been introduced and the SVM based on the theory has been gone deep into discussed.
接着对统计学习理论进行了介绍，深入探讨了建立在该理论基础上的SVM算法。
Secondly, the basic knowledge of the statistical learning theory has been introduced and the SVM based on the theory has been gone deep into discussed.
接着对统计学习理论进行了介绍，深入探讨了建立在该理论基础上的SVM算法。
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