A Decision Analysis Method Based on Rough Set

DOI

10.2991/tlicsc-18.2018.8How to use a DOI?

Keywords

rough set; rules, rule set; evaluation metrics; decision analysis.

Abstract

Rough sets theory provides a good method for getting excellent decision rules set with the conduct of reduction from the decision table. This paper describes many evaluation metrics of decision rules, analyzes the properties for these evaluation metrics. Then it presents the evaluation metrics for rule set, which globally shows the properties of a rule set. And the evaluation system plays an important role for one try to choose the right decision rules in the research of rough set theory.

Copyright

© 2018, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Shenghai Chen
AU  - Zongyan Jiang
AU  - Chao Duan
AU  - Xuejing Dai
AU  - Xianwu Mi
PY  - 2018/12
DA  - 2018/12
TI  - A Decision Analysis Method Based on Rough Set
BT  - Proceedings of the 2018 International Conference on Transportation & Logistics, Information & Communication, Smart City (TLICSC 2018)
PB  - Atlantis Press
SP  - 50
EP  - 56
SN  - 1951-6851
UR  - https://doi.org/10.2991/tlicsc-18.2018.8
DO  - 10.2991/tlicsc-18.2018.8
ID  - Chen2018/12
ER  -