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A note on utilising binary features as ligand descriptors

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Title: A note on utilising binary features as ligand descriptors
Authors: Mussa, HY
Mitchell, JBO
Glen, RC
Item Type: Journal Article
Issue Date: 1-Dec-2015
Date of Acceptance: 11-Nov-2015
URI: http://hdl.handle.net/10044/1/28775
DOI: https://dx.doi.org/10.1186/s13321-015-0105-3
ISSN: 1758-2946
Publisher: Chemistry Central
Journal / Book Title: Journal of Cheminformatics
Volume: 7
Copyright Statement: © 2015 Mussa et al. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/ publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated
Keywords: Science & Technology
Physical Sciences
Technology
Chemistry, Multidisciplinary
Computer Science, Information Systems
Computer Science, Interdisciplinary Applications
Chemistry
Computer Science
Binary descriptors
Ligand chemical structure
Linear relationship
Bernoulli distribution
MUTUAL INFORMATION
FEATURE-SELECTION
Publication Status: Published
Article Number: 58
Appears in Collections:Department of Surgery and Cancer