Volume 4, Issue 2, April 2011, Pages 153 - 164
Some Indexes for Comparing and Selecting Partitions
Authors
Xuezheng Zhang, Zheng Pei, Yong Liu
Corresponding Author
Xuezheng Zhang
Received 21 January 2010, Accepted 10 February 2011, Available Online 1 April 2011.
- DOI
- 10.2991/ijcis.2011.4.2.4How to use a DOI?
- Keywords
- Computational Intelligence, Partitions, Data mining, Information Granulation, Measurement
- Abstract
Based on the equivalence relation, we can partition a set U, formally, different equivalence relations correspond to different partitions of U. In this paper, based on Yager's work, we discuss how to compare the different partitions, moreover, we obtain some indexes to select a better partition from given partitions. By an illustrative example, we show that our proposed indexes can be used for selecting partitions, feature selection, and help us to gather more information to decision making.
- Copyright
- © 2011, 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 - JOUR AU - Xuezheng Zhang AU - Zheng Pei AU - Yong Liu PY - 2011 DA - 2011/04/01 TI - Some Indexes for Comparing and Selecting Partitions JO - International Journal of Computational Intelligence Systems SP - 153 EP - 164 VL - 4 IS - 2 SN - 1875-6883 UR - https://doi.org/10.2991/ijcis.2011.4.2.4 DO - 10.2991/ijcis.2011.4.2.4 ID - Zhang2011 ER -