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ARPN Journal of Science and Technology >> Volume 7, Issue 2, November 2017

ARPN Journal of Science and Technology

Rule Induction Based On Boundary Region Partition Reduction with Standards Comparisons

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Author Du Weifeng, Min Xiao
ISSN 2225-7217
On Pages 43-52
Volume No. 3
Issue No. 1
Issue Date February 01, 2013
Publishing Date February 01, 2013
Keywords Decision table; Rule induction; Rough set theory (RST); Reduction standard


Prof. Ye Dongyi has pointed out in his paper that the reduction approach proposed by Hu Xiaohua et al. will lead to wrong results under some circumstances. In this paper, we find out through analysis that Yes approach is actually positive region reduction, whereas Hus approach is to make sure that the boundary regions partition are kept unchanged. The main difference between the two approaches is that each use a different standard, thus there is no ground to judge which one is correct or wrong. What is more, we clarify the relationship among various reduction standards for decision table, and we also give the relationship between reduction results when there is a strong-week correlation between two reduction standards

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