Proceedings of the 2015 International conference on Applied Science and Engineering Innovation

Feature Selection of Combining Relieff and Rough Set for Syndrome Classification of Chronic Gastritis in Traditional Chinese Medicine

Authors
Jianjun Yan, Qiyue Chen, Guoping Liu, Xiong Lu, Yiqin Wang, Rui Guo
Corresponding Author
Jianjun Yan
Available Online May 2015.
DOI
10.2991/asei-15.2015.242How to use a DOI?
Keywords
Relieff; Rough Set; Multi-Label Learning; Syndrome Classification; TCM
Abstract

Typically, the main form of Chinese medicine is based on interrogation of the patient's condition and artificial judgement by asking related patient symptom information; which is strongly subjective and prone to errors of judgment, leading to the wrong treatment outcome. The development in computer greatly improved the level of research in medicine, and also allowed the gradually objective and systematic improvement of experience knowledge. By analyzing TCM inquiry chronic gastritis data, the Relieff & Rough Set feature selection method was presented by combining different classification algorithms with experiments and analysis; the experimental results showed that efficient feature selection method can greatly enhance the effect of the classification; therefore, Relieff & Rough Set can be used as an efficient tool for feature selection and applied in the syndrome classification of TCM.

Copyright
© 2015, 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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Volume Title
Proceedings of the 2015 International conference on Applied Science and Engineering Innovation
Series
Advances in Engineering Research
Publication Date
May 2015
ISBN
978-94-62520-94-3
ISSN
2352-5401
DOI
10.2991/asei-15.2015.242How to use a DOI?
Copyright
© 2015, 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/).

Cite this article

TY  - CONF
AU  - Jianjun Yan
AU  - Qiyue Chen
AU  - Guoping Liu
AU  - Xiong Lu
AU  - Yiqin Wang
AU  - Rui Guo
PY  - 2015/05
DA  - 2015/05
TI  - Feature Selection of Combining Relieff and Rough Set for Syndrome Classification of Chronic Gastritis in Traditional Chinese Medicine
BT  - Proceedings of the 2015 International conference on Applied Science and Engineering Innovation
PB  - Atlantis Press
SP  - 1233
EP  - 1237
SN  - 2352-5401
UR  - https://doi.org/10.2991/asei-15.2015.242
DO  - 10.2991/asei-15.2015.242
ID  - Yan2015/05
ER  -