Phenomena and Processes

Multiple-Instance Learning Algorithms

Weakly supervised learning algorithms where training set is arranged in a labeled bag of instances, and a single class label is assigned to a bag.

National Library of MedicineMedical Subject Headings2026

Structured Summary

Abstract

Weakly supervised learning algorithms where training set is arranged in a labeled bag of instances, and a single class label is assigned to a bag.

MeSH Record

Classification

Broader headings

Related Concepts

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MeSH Record

Synonyms

10 entry terms
  • Multiple Instance Learning
  • Multiple Instance Learning Algorithms
  • Multiple-Instance Learning
  • Algorithm, Multiple-Instance Learning
  • Learning Algorithm, Multiple-Instance
  • Learning, Multiple Instance
  • Learning, Multiple-Instance
  • Multiple Instance Learnings
  • Multiple-Instance Learning Algorithm
  • Multiple-Instance Learnings

MeSH Record

History Note

2025

MeSH Record

Previous Indexing

  • Algorithms (2006-2024)
  • Artificial Intelligence (2006-2024)

MeSH Hierarchy

Tree Numbers

  1. G17w.035w.250w.500w.500w.250w
  2. G17w.035w.684w
  3. J01.897w.104w.625w
  4. L01w.224w.050w.375w.530w.500w.250w
  5. L01w.224w.050w.736w

AMA Style

References

  1. National Library of Medicine. Multiple-Instance Learning Algorithms. Medical Subject Headings (MeSH). 2026. Unique ID D000098451. http://id.nlm.nih.gov/mesh/2026/D000098451
  2. Multiple-Instance Learning Algorithms. In: Wikipedia. https://en.wikipedia.org/wiki/Multiple-instance_learning
  3. Multiple-Instance Learning Algorithms. In: Wikidata. https://www.wikidata.org/wiki/Q6934870