The new system is flexible and adjustable. The experimental results show that the application of this model improves the classification accuracy and generalization capability of the system.

该系统具有很好的灵活性和可调性，实验表明该模型的应用提高了系统的分类精度，增强了系统的泛化能力。

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This approach greatly improves the generalization ability of SVM classification and its application area is extended.

这一方法大大提高了支持向量机分类的泛化能力，从而大大提高了支持向量机的应用范围。

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And the accuracy rate of a classification network is explained as the maximum likelihood estimation of the generalization ability.

证明了一个分类网络的测试集正确率是该网络推广能力的极大似然估计；

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