The 2×2 Matrix: Contingency, Confusion and the Metrics of Binary Classification, 2nd Edition (Original PDF from Publisher)

By A. J. Larner
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.

Product Details

• Publisher ‏ : ‎ Springer; 2nd ed. 2024 edition (January 9, 2024)
• Language ‏ : ‎ English
• Paperback ‏ : ‎ 270 pages
• ISBN-10 ‏ : ‎ 3031471938
• ISBN-13 ‏ : ‎ 978-3031471933