Phenomena and Processes

Representation Machine Learning

A class of machine learning approaches that allow a system to discover the representations required for feature detection or classification from raw data. The requirement for manual feature engineering is reduced by allowing a machine to learn the features and apply them to a given activity.

National Library of MedicineMedical Subject Headings2026

Structured Summary

Abstract

A class of machine learning approaches that allow a system to discover the representations required for feature detection or classification from raw data. The requirement for manual feature engineering is reduced by allowing a machine to learn the features and apply them to a given activity.

MeSH Record

Classification

Broader headings

Related Concepts

Knowledge Graph

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MeSH Record

Synonyms

6 entry terms
  • Representation Learning, Machine
  • Learning, Machine Representation
  • Machine Learning, Representation
  • Machine Representation Learning
  • Machine Representation Learnings
  • Representation Machine Learnings

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

2025

MeSH Record

Previous Indexing

  • Machine Learning (2016-2024)

MeSH Hierarchy

Tree Numbers

  1. G17w.035w.250w.500w.493w
  2. L01w.224w.050w.375w.530w.493w

AMA Style

References

  1. National Library of Medicine. Representation Machine Learning. Medical Subject Headings (MeSH). 2026. Unique ID D000098409. http://id.nlm.nih.gov/mesh/2026/D000098409
  2. Representation Machine Learning. In: Wikipedia. https://en.wikipedia.org/wiki/Feature_learning
  3. Representation Machine Learning. In: Wikidata. https://www.wikidata.org/wiki/Q17013334