【structural_risk_minimization】什么意思_英语structural_risk_minimization的翻译_音标_读音_用法_例句_在线翻译

structural risk minimization 添加释义

abstract: Structural risk minimization (SRM) is an inductive principle of use in machine learning. Commonly in machine learning, a generalized model must be selected from a finite data set, with the consequent problem of overfitting – the model becoming too strongly tailored to the particularities of the training set and generalizing poorly to new data.

以上来源于: WordNet

The SVM (support vector machines) is a classification technique based on the structural risk minimization principle.

是一种基于结构风险最小化原理的分类技术。

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SVM can solve small sample problems and has good generalization ability using the principles of structural risk minimization.

支持向量机基于结构风险最小化原则，解决了小样本数据分类和泛化问题。

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Secondly, on the basis of these bounds, the idea of the structural risk minimization principle based on birandom samples is presented.

以这些界为基础，给出基于双重随机样本的结构风险最小化原则。

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