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Evaluating Categorisation in Real Life: An argument against simple but impractical metrics
KTH. Gavagai, Sweden.
KTH, School of Computer Science and Communication (CSC), Computational Science and Technology (CST). Gavagai, Sweden.
KTH, School of Computer Science and Communication (CSC), Theoretical Computer Science, TCS.ORCID iD: 0000-0003-4042-4919
2016 (English)In: 7th CLEF Conference and Labs of the Evaluation Forum, Springer, 2016Conference paper (Refereed)
Abstract [en]

Text categorisation in commercial application poses several limiting constraints on the technology solutions to be employed. This paper describes how a method with some potential improvements is eval- uated for practical purposes and argues for a richer and more expressive evaluation procedure. In this paper one such method is exemplified by a precision-recall matrix which sacrifices convenience for expressiveness. 

Place, publisher, year, edition, pages
Springer, 2016.
National Category
Information Systems
Identifiers
URN: urn:nbn:se:kth:diva-192480DOI: 10.1007/978-3-319-44564-9_19ScopusID: 2-s2.0-84984815370ISBN: 978-331944563-2OAI: oai:DiVA.org:kth-192480DiVA: diva2:968887
Conference
CLEF
Note

QC 20160913

Available from: 2016-09-13 Created: 2016-09-13 Last updated: 2016-09-13Bibliographically approved

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The full text will be freely available from 2017-08-23 17:06
Available from 2017-08-23 17:06

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Karlsson, VideHerman, PawelKarlgren, Jussi
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ReferencesLink to record
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