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Analysis on attribute reduction strategies of rough set
Analysis on Attribute Reduction Strategies of Rough Set

Keywords: Rough set,minimal attribute reduction
机器学习
,属性简化,粗糙集

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Abstract:

Several strategies for the minimal attribute reduction with polynomial time complexity (O(nk)) have been developed in rough set theory. Are they complete? While investigating the attribute reduction strategy based on the discernibility matrix (DM),a counterexample is constructed theoretically, which demonstrates that these strategies are all incomplete with respect to the minimal reduction.

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