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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.ORCID iD: 0000-0001-6553-823X
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, Published 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_19ISI: 000389808200019Scopus ID: 2-s2.0-84984815370ISBN: 9783319445632 (print)OAI: oai:DiVA.org:kth-192480DiVA: diva2:968887
Conference
CLEF
Note

QC 20160913

Available from: 2016-09-13 Created: 2016-09-13 Last updated: 2017-08-23Bibliographically approved

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fulltext(283 kB)3 downloads
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Karlsson, VideHerman, PawelKarlgren, Jussi
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CiteExportLink to record
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Citation style
  • apa
  • harvard1
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Language
  • de-DE
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  • Other locale
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