以下为句子列表：
英文: Based on analysis of the conclusions in the statistical learning theory, especially the structural risk minimization and the ε-insensitive loss function, a novel linear programming support vector regression is proposed.
中文: 摘要通过对统计学习理论中的支持向量回归问题，特别是结构风险问题和ε-不敏感函数的分析，得到了一种新的支持向量回归算法。
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英文: Continuous and categorical versions of the Generalized Association Plot, statistical learning methods and nonlinear dimension reduction techniques, and latent class models will be integrated into a platform by combining clever computational algorithms and
中文: 并将联合应用精巧的计算法则与灵活的统计模型，来整合连续型与类别型资料的两种广义相关图、机器统计学习与非线性降维法、以及潜在类别模型等于同一平台。
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英文: This class, taught by the guest speaker, is devoted to the application of statistical learning techniques to bioinformatics applications.
中文: 这堂课将由授课的特别来宾讲解统计学习技巧在生物资讯软件上的应用。
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英文: Vapnik, V. The Nature of Statistical Learning Theory. Springer, 1995.
中文: 第一章是关于统计学习理论的易读的、直接的介绍。
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英文: We present an overview of the theoretical part of the course and anticipate the connection between Regularization Theory and Statistical Learning Theory, the two cornerstone theories on which the course rests.
中文: 我们亦呈现课堂理论部份的概要，且预期课堂外正规化理论与统计学这两个基础理论之间的关联。
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