The learning discipline of SVM is to minimize the structural risk instead of empirical risk, hence the better extensibility is guaranteed.

同时，由于该方法建立在结构风险最小化准则上，而不是仅仅使经验风险最小，所以，它具有好的推广能力。

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It operates on a principle, called structural risk minimization, which aims to minimize the upper bound on the expected generalization error.

它基于结构风险最小化准则，目的是最小化泛化误差上界。

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It operates on a principle, called structural risk minimization, which aims to minimize the upper bound on the expected generalization error.

它基于结构风险最小化准则，目的是最小化泛化误差上界。

youdao