Notice something important here: in the classification problem, the goal of the learning algorithm is to minimize the error with respect to the given inputs.

请注意这里提到的一个问题：在分类问题中，学习算法的目标是把给定输入中的错误最小化。

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This section is the core of the article, mainly in four aspects, namely combat error's characteristics, classification and the position of the combat error and its criminal responsibility.

该部分是文章的核心内容，主要包括四方面内容，分别是打击错误的特征、分类、打击错误在错误论中的定位及其刑事责任。

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In this paper, firstly a technique for confusion class recognition based on classification error distribution is proposed to recognize confusion class sets existing in the pre-defined taxonomy.

首先，提出了一种基于分类错误分布的混淆类识别技术，识别预定义类别中的混淆类集合。

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