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The 2X2 Matrix

The 2X2 Matrix Contingency, Confusion and the Metrics of Binary Classification

Paperback (07 Jan 2022)

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Publisher's Synopsis

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.

Book information

ISBN: 9783030749194
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
DEWEY: 610.285
DEWEY edition: 23
Language: English
Number of pages: 166
Weight: 358g
Height: 156mm
Width: 234mm
Spine width: 15mm