U.S. flag

An official website of the United States government

NCBI Bookshelf. A service of the National Library of Medicine, National Institutes of Health.

Colliot O, editor. Machine Learning for Brain Disorders [Internet]. New York, NY: Humana; 2023. doi: 10.1007/978-1-0716-3195-9_20

Cover of Machine Learning for Brain Disorders

Machine Learning for Brain Disorders [Internet].

Show details
A line graph plots prevalence on the horizontal axis for P P V and N P V. P P V has an increasing trend and N P V has a decreasing trend. The sensitivity is equal to 0.99 and the specificity is equal to 0.9.

Fig. 2

NPV and PPV as functions of prevalence when the sensitivity and the specificity are fixed (image courtesy of Johann Faouzi)

From: Chapter 20, Evaluating Machine Learning Models and Their Diagnostic Value

Copyright 2023, The Author(s)

Open Access This chapter is licensed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

The images or other third party material in this chapter are included in the chapter's Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the chapter's Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.

Views

  • Cite this Page
  • PDF version of this page (14M)

Related information

  • PMC
    PubMed Central citations
  • PubMed
    Links to PubMed

Recent Activity

Your browsing activity is empty.

Activity recording is turned off.

Turn recording back on

See more...