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The superiority of three-way decisions in probabilistic rough set models

The superiority of three-way decisions in probabilistic rough set models,10.1016/j.ins.2010.11.019,Information Sciences,Yiyu Yao

The superiority of three-way decisions in probabilistic rough set models   (Citations: 3)
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Three-way decisions provide a means for trading off different types of classification error in order to obtain a minimum cost ternary classifier. This paper compares probabilistic three-way decisions, probabilistic two-way decisions, and qualitative three-way decisions of the standard rough set model. It is shown that, under certain conditions when considering the costs of different types of miss-classifications, probabilistic three-way decisions are superior to the other two.
Journal: Information Sciences - ISCI , vol. 181, no. 6, pp. 1080-1096, 2011
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