The 2x2 matrix : contingency, confusion and the metrics of binary classification / A.J. Larner.
2021
R858 .L37 2021
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Details
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
3030749207 (electronic bk.)
9783030749194
3030749193
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.
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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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Table of Contents
Introduction
Paired measures
Paired complementary measures
Unitary measures
Reciprocal measures
Other measures, other tables
Outcome measures not directly related to the 2x2 table
Index.
Paired measures
Paired complementary measures
Unitary measures
Reciprocal measures
Other measures, other tables
Outcome measures not directly related to the 2x2 table
Index.