It applies the concept and association expansion to text feature vectors in order to reduce the relevant degree of terms and enhance the ability to represent the text theme.
其基本思想是:对于文本特征向量进行概念扩充,减少特征项之间的相关性,增强特征项的表现能力。
Reducing the high dimension of feature vectors is an essential part of text categorization.
对高维的特征集进行降维是文本分类过程中的一个重要环节。
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