Proceedings of the International Conference on Education, Management, Commerce and Society

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Note on Clustering Criterion

Authors
Shang Gao, Hongmei Li
Corresponding Author
Shang Gao
Available Online January 2015.
DOI
10.2991/emcs-15.2015.68How to use a DOI?
Keywords
Clustering problem; Criterion; Classification; Pattern recognition
Abstract

The principle of the sum of square errors criterion is introduced. The most common criterion is the sum of squared errors criterion, the weighted sum of square of the distance criterion and the sum of distance between-class distance criterion. The shortage of the sum of square errors criterion is point out. The sum of absolute errors criterion, maximum error criterion and the sum of power of errors criterion are proposed. The results are illustrated by numerical examples.

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 International Conference on Education, Management, Commerce and Society
Series
Advances in Social Science, Education and Humanities Research
Publication Date
January 2015
ISBN
978-94-62520-48-6
ISSN
2352-5398
DOI
10.2991/emcs-15.2015.68How 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

risenwbib
TY  - CONF
AU  - Shang Gao
AU  - Hongmei Li
PY  - 2015/01
DA  - 2015/01
TI  - Note on Clustering Criterion
BT  - Proceedings of the International Conference on Education, Management, Commerce and Society
PB  - Atlantis Press
SP  - 325
EP  - 328
SN  - 2352-5398
UR  - https://doi.org/10.2991/emcs-15.2015.68
DO  - 10.2991/emcs-15.2015.68
ID  - Gao2015/01
ER  -