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The 2x2 Matrix = Contingency, Confus...
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SpringerLink (Online service)
The 2x2 Matrix = Contingency, Confusion and the Metrics of Binary Classification /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
The 2x2 Matrix/ by A.J. Larner.
Reminder of title:
Contingency, Confusion and the Metrics of Binary Classification /
Author:
Larner, A.J.
Description:
XVI, 166 p. 1 illus.online resource. :
Contained By:
Springer Nature eBook
Subject:
Biometry. -
Online resource:
https://doi.org/10.1007/978-3-030-74920-0
ISBN:
9783030749200
The 2x2 Matrix = Contingency, Confusion and the Metrics of Binary Classification /
Larner, A.J.
The 2x2 Matrix
Contingency, Confusion and the Metrics of Binary Classification /[electronic resource] :by A.J. Larner. - 1st ed. 2021. - XVI, 166 p. 1 illus.online resource.
Introduction -- Paired measures -- Paired complementary measures -- Unitary measures -- Reciprocal measures -- Other measures, other tables -- Outcome measures not directly related to the 2x2 table -- Index.
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.
ISBN: 9783030749200
Standard No.: 10.1007/978-3-030-74920-0doiSubjects--Topical Terms:
598268
Biometry.
LC Class. No.: QH323.5
Dewey Class. No.: 570.15195
The 2x2 Matrix = Contingency, Confusion and the Metrics of Binary Classification /
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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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