The 2x2 Matrix The 2x2 Matrix

The 2x2 Matrix

Contingency, Confusion and the Metrics of Binary Classification

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Publisher Description

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.

GENRE
Professional & Technical
RELEASED
2022
January 6
LANGUAGE
EN
English
LENGTH
182
Pages
PUBLISHER
Springer International Publishing
SELLER
Springer Nature B.V.
SIZE
6
MB
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