The 2x2 matrix : contingency, confusion and the metrics of binary classification

著者

• Larner, Robert J.

書誌事項

The 2x2 matrix : contingency, confusion and the metrics of binary classification

A.J. Larner

Springer, 2021

• pbk.

内容説明・目次

内容説明

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.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BC12299920
• ISBN:
  • 9783030749194
• 出版国コード: sz
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Cham
• ページ数/冊数: xvi, 166 p.
• 大きさ: 24 cm
• 分類:
  • DC23 : 610.285
• 件名:
  • LCSH : Medical informatics -- Data processing
  • LCSH : Diagnosis -- Data processing