Similarity for Binary Data Based on the Value of Entropy and Structure Patterns Categories

  • Kariyam Kariyam Departments of Statistics, Faculty of Mathematics and Natural Sciences Islamic University of Indonesia

Abstract

Similarity of two objects that have a form of binary data, usually calculated based on the frequencies in thecontingency table that includes all discrete random variables. In this article we will discuss the similaritymeasures for binary data based on entropy values and structural patterns of the two object categories. Measuringsimilarity based on the value of entropy and structural pattern of categories can be used as a validation measureof similarity for binary data.

Published
2010-07-01
How to Cite
KARIYAM, Kariyam. Similarity for Binary Data Based on the Value of Entropy and Structure Patterns Categories. Jurnal ILMU DASAR, [S.l.], v. 11, n. 2, p. 177-182, july 2010. ISSN 2442-5613. Available at: <https://jurnal.unej.ac.id/index.php/JID/article/view/95>. Date accessed: 27 dec. 2024.
Section
General

Keywords

Similarity; binary data; entropy; structure of patterns categories