The 2x2 Matrix : Contingency, Confusion and the Metrics of Binary Classification
2nd ed. 2024
by
A. J. Larner
Book Details
Format
Paperback / softback
ISBN-10
3031471938
ISBN-13
9783031471933
Edition
2nd ed. 2024
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jan 9th, 2024
Print length
252 Pages
Weight
468 grams
Dimensions
23.50 x 15.60 x 1.60 cms
Product Classification:
Epidemiology & medical statisticsEpidemiology and Medical statisticsNeurology & clinical neurophysiologyNeurology and clinical neurophysiologyComputer aided manufacture (CAM)Digital and Information technology: general topicsInformation technology: general issuesMachine learning
KSh 12,600.00
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This book describes, extends, and illustrates the metrics of binary classification through worked examples. Worked examples based on pragmatic test accuracy study data are used in chapters to illustrate relevance to day-to-day clinical practice.
This book describes, extends, and illustrates the metrics of binary classification through worked examples. 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 an 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.
Get The 2x2 Matrix by A. J. Larner at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer International Publishing AG and it has 252 pages.
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