The 2x2 matrix : contingency, confusion and the metrics of binary classification / A.J. Larner.
Larner, A. J., author.
2021
R858 .L37 2021
Available Online

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Title The 2x2 matrix : contingency, confusion and the metrics of binary classification / A.J. Larner.
Author Larner, A. J., author.
ISBN 9783030749200 (electronic bk.)
3030749207 (electronic bk.)
9783030749194
3030749193
DOI https://doi.org/10.1007/978-3-030-74920-0
Published Cham : Springer, [2021]
Copyright ©2021
Language English
Description 1 online resource
Item Number 10.1007/978-3-030-74920-0 doi
Call Number R858 .L37 2021
Dewey Decimal Classification 610.1/51
Summary 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.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Digital File Characteristics text file PDF
Source of Description Online resource; title from PDF title page (SpringerLink, viewed January 12, 2022).
Available in Other Form Print version: 9783030749194
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Introduction
Paired measures
Paired complementary measures
Unitary measures
Reciprocal measures
Other measures, other tables
Outcome measures not directly related to the 2x2 table
Index.

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