The 2x2 matrix : contingency, confusion and the metrics of binary classification / A.J. Larner.

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The 2x2 matrix : contingency, confusion and the metrics of binary classification / A.J. Larner.

9783030749200 (electronic bk.)
3030749207 (electronic bk.)
9783030749194
3030749193

Cham : Springer, [2021]

©2021

English

1 online resource

10.1007/978-3-030-74920-0 doi

R858 .L37 2021

610.1/51

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.

Includes bibliographical references and index.

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Online resource; title from PDF title page (SpringerLink, viewed January 12, 2022).

Print version: 9783030749194

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