Phenomena and Processes

Support Vector Machine

SUPERVISED MACHINE LEARNING algorithm which learns to assign labels to objects from a set of training examples. Examples are learning to recognize fraudulent credit card activity by examining hundreds or thousands of fraudulent and non-fraudulent credit card activity, or learning to make disease diagnosis or prognosis based on automatic classification of microarray gene expression profiles drawn from hundreds or thousands of samples.

National Library of MedicineMedical Subject Headings2026

Structured Summary

Abstract

SUPERVISED MACHINE LEARNING algorithm which learns to assign labels to objects from a set of training examples. Examples are learning to recognize fraudulent credit card activity by examining hundreds or thousands of fraudulent and non-fraudulent credit card activity, or learning to make disease diagnosis or prognosis based on automatic classification of microarray gene expression profiles drawn from hundreds or thousands of samples.

MeSH Record

Classification

Broader headings

Related Concepts

Knowledge Graph

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MeSH Record

Synonyms

7 entry terms
  • Machine, Support Vector
  • Support Vector Machines
  • Vector Machine, Support
  • Support Vector Network
  • Network, Support Vector
  • Support Vector Networks
  • Vector Network, Support

MeSH Record

Aspects Covered

9 allowable subheadings

Indexed with the subheadings classification, economics, ethics, history, legislation & jurisprudence, standards, statistics & numerical data, supply & distribution, trends.

MeSH Record

History Note

2012

MeSH Record

Previous Indexing

  • Pattern Recognition, Automated (1998-2011)

MeSH Hierarchy

Tree Numbers

  1. G17w.035w.250w.500w.500w.500w
  2. L01w.224w.050w.375w.530w.500w.500w

AMA Style

References

  1. National Library of Medicine. Support Vector Machine. Medical Subject Headings (MeSH). 2026. Unique ID D060388. http://id.nlm.nih.gov/mesh/2026/D060388
  2. Support Vector Machine. In: Wikipedia. https://en.wikipedia.org/wiki/Support_vector_machine
  3. Support Vector Machine. In: Wikidata. https://www.wikidata.org/wiki/Q282453