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ISSN: 2333-9721
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A New KNN Classification Approach
一个高效的KNN分类算法

Keywords: Data mining,KNN classification,Rough set,Attributes induction
数据挖掘
,KNN分类,粗糙集,属性约简

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Abstract:

KNN algorithm has been widely used in many data mining areas due to its simplicity. When the samples become more and more large and characteristic attributes become more and more numerous,KNN algorithm becomes much lower. A new KNN algorithm based rough set theory is proposed in the paper,in order to improve the effectiveness.

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