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Verfasst von:Larner, A.J. [VerfasserIn]   i
Titel:The 2x2 Matrix
Titelzusatz:Contingency, Confusion and the Metrics of Binary Classification
Verf.angabe:by A.J. Larner
Ausgabe:1st ed. 2021.
Verlagsort:Cham
 Cham
Verlag:Springer International Publishing
 Imprint: Springer
E-Jahr:2021
Jahr:2021.
 2021.
Umfang:1 Online-Ressource(XVI, 166 p. 1 illus.)
Gesamttitel/Reihe:Springer eBook Collection
ISBN:978-3-030-74920-0
Abstract:Introduction -- Paired measures -- Paired complementary measures -- Unitary measures -- Reciprocal measures -- Other measures, other tables -- Outcome measures not directly related to the 2x2 table -- Index.
 This book presents and discusses the numerous measures of test performance that can be derived from 2x2 tables. Worked examples based on pragmatic test accuracy study data are used in chapters to illustrate relevance to day-to-day clinical practice. Readers will gain a good understanding of sensitivity and specificity and predictive values along with many other parameters. The contents are highly structured and the use of worked examples facilitates understanding and interpretation. This book is a resource for clinicians in any discipline who are involved in the performance or assessment of test accuracy studies, and professionals in the disciplines of machine learning or informatics wishing to gain insight into clinical applications of 2x2 tables.
DOI:doi:10.1007/978-3-030-74920-0
URL:Resolving-System: https://doi.org/10.1007/978-3-030-74920-0
 Cover: http://swbplus.bsz-bw.de/bsz1785428446cov.jpg
 DOI: https://doi.org/10.1007/978-3-030-74920-0
Datenträger:Online-Ressource
Sprache:eng
Bibliogr. Hinweis:Erscheint auch als : Druck-Ausgabe
 Erscheint auch als : Druck-Ausgabe
K10plus-PPN:1785428446
 
 
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