{"product_id":"9783031471933","title":"The 2x2 Matrix: Contingency, Confusion and the Metrics of Binary Classification","description":"\u003ch1\u003eThe 2x2 Matrix: Contingency, Confusion and the Metrics of Binary Classification\u003c\/h1\u003e \u003ch2\u003eLarner, A. J.\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003eThis book describes, extends, and illustrates the metrics of binary classification through worked examples.\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eWorked 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.\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eThe contents are highly structured, and the use of worked examples facilitates understanding and interpretation.\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eThis 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.\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2024-01-09\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783031471933\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-031-47194-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 252\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44810072096908,"sku":"9783031471933","price":80.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783031471933.jpg?v=1776870366","url":"https:\/\/lateknightbooks.com\/products\/9783031471933","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}