| The 2x2 Matrix: Contingency, Confusion and the Metrics of Binary Classification 2021 Edition Contributor(s): Larner, Andrew (Author) |
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ISBN: 3030749193 ISBN-13: 9783030749194 Publisher: Springer OUR PRICE: $75.99 Product Type: Paperback Published: January 2022 * Not available - Not in print at this time * |
| Additional Information |
| BISAC Categories: - Medical | Biostatistics - Medical | Neurology - Computers | Intelligence (ai) & Semantics |
| Physical Information: 0.33" H x 6.1" W x 9.3" (0.70 lbs) 166 pages |
| Descriptions, Reviews, Etc. |
| 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. |