Some Indexes for Comparing and Selecting Partitions

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/).

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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  -