Phenomena and Processes

Random Forest

An algorithm used in decision analysis and MACHINE LEARNING that uses a set of trees to combine output of multiple, randomly generated DECISION TREES. The final class of each tree is aggregated and evaluated by weighted values to construct the final classifier.

National Library of MedicineMedical Subject Headings2026

Structured Summary

Abstract

An algorithm used in decision analysis and MACHINE LEARNING that uses a set of trees to combine output of multiple, randomly generated DECISION TREES. The final class of each tree is aggregated and evaluated by weighted values to construct the final classifier.

MeSH Record

Classification

Broader headings

Related Concepts

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MeSH Record

Synonyms

7 entry terms
  • Random Forest Algorithm
  • Random Forest Classification
  • Algorithm, Random Forest
  • Classification, Random Forest
  • Random Forest Algorithms
  • Random Forest Classifications
  • Random Forests

MeSH Record

History Note

2023

MeSH Record

Previous Indexing

  • Algorithms (2004-2022)

MeSH Hierarchy

Tree Numbers

  1. G17w.162w.500w.500w
  2. G17w.162w.750w

AMA Style

References

  1. National Library of Medicine. Random Forest. Medical Subject Headings (MeSH). 2026. Unique ID D000093743. http://id.nlm.nih.gov/mesh/2026/D000093743
  2. Random Forest. In: Wikipedia. https://en.wikipedia.org/wiki/Random_forest
  3. Random Forest. In: Wikidata. https://www.wikidata.org/wiki/Q245748