以下为句子列表：
英文: An novel support vector regression (SVR) algorithm based on structural risk minimization inductive principle instead of empirical risk minimization principle was firstly introduced in well logs intelligent analysis.
中文: 摘要基于核学习的支持向量机，是一种采用结构风险最小化原则代替传统经验风险最小化原则的新型统计学习方法，具有完备的理论基础。
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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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