The 2×2 Matrix: Contingency, Confusion and the Metrics of Binary Classification, 2nd Edition – FULL INSTANT DOWNLOAD | PDF DOCX EPUB

Name: The 2×2 Matrix: Contingency, Confusion and the Metrics of Binary Classification
Edition: 2nd Edition
ISBN-13: 9783031471933
ISBN-10: 3031471938
Addition ISBN: 3031471946, 9783031471940
Author(s): A. J. Larner, Publisher: Springer, Copyright: 2024
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 2×2 tables.