The 2x2 matrix [Documento eletrónico] : contingency, confusion and the metrics of binary classification / by A. J. Larner
Language: eng.Country: Switzerland, Swiss Confederation.Publication: Cham : Springer, 2021Description: XVI, 166 p. : il.ISBN: 978-3-030-74920-0.Subject - Topical Name: Biometry | Neurology | Medical informatics | Machine learning Online Resources:Click here to access online| Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|---|
| E-Books | Biblioteca NOVA FCT Online | Não Ficção | QH323.5.SPR FCT (Browse shelf(Opens below)) | 1 | Available | 97230 |
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.
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