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Variable precision rough set based decision tree classifier

Published in Journal of Intelligent & Fuzzy Systems • Jan 1, 2012
NobleIDNI6P47W70R21S41
Authors:
Weiguo Yi
,
Mingyu Lu
,
Zhi Liu

Abstract

This paper analyzes the existing decision tree classification algorithms and finds that these algorithms based on variable precision rough set (VPRS) have better classification accuracy and can tolerate the noise data. But when constructing decision tree based on variable precision rough set, these ...

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