The 2x2 Matrix Contingency, Confusion and the Metrics of Binary Classification

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  • Engels
  • Paperback
  • 9783031471933
  • 09 januari 2024
  • 252 pagina's
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Samenvatting

This book describes, extends, and illustrates the metrics of binary classification through worked examples.
Worked examples based on pragmatic test accuracy study data are used in chapters to illustrate relevance to day-to-day clinical practice.

This book describes, extends, and illustrates the metrics of binary classification through worked examples.
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 an 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.

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Inhoud

Taal
en
Bindwijze
Paperback
Oorspronkelijke releasedatum
09 januari 2024
Aantal pagina's
252

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Hoofdauteur
A. J. Larner

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Editie
2
Product breedte
155 mm
Product lengte
235 mm
Studieboek
Nee
Verpakking breedte
155 mm
Verpakking hoogte
14 mm
Verpakking lengte
235 mm
Verpakkingsgewicht
515 g

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9783031471933
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