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计算机科学 2008
A New KNN Classification Approach
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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.