Structured Summary
Abstract
A machine learning process used to reduce the number of attributes or features of data (called dimensionality) thereby simplifying understanding of the dataset without a loss in data integrity.
MeSH Record
Classification
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MeSH Record
Synonyms
11 entry terms
- Dimensionality Reductions
- Reduction, Dimensionality
- Fisher's Linear Discriminant Analysis
- Linear Discriminant Analysis
- Singular Value Decomposition
- Analysis, Linear Discriminant
- Decomposition, Singular Value
- Discriminant Analysis, Linear
- Linear Discriminant Analyses
- Singular Value Decompositions
- Value Decomposition, Singular
MeSH Record
Aspects Covered
9 allowable subheadings
Indexed with the subheadings classification, economics, ethics, history, legislation & jurisprudence, standards, statistics & numerical data, supply & distribution, trends.
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History Note
2025
MeSH Record
Previous Indexing
- Algorithms (1994-2024)
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AMA Style
References
- National Library of Medicine. Dimensionality Reduction. Medical Subject Headings (MeSH). 2026. Unique ID D000098405. http://id.nlm.nih.gov/mesh/2026/D000098405
- Dimensionality Reduction. In: Wikipedia. https://en.wikipedia.org/wiki/Dimensionality_reduction
- Dimensionality Reduction. In: Wikidata. https://www.wikidata.org/wiki/Q16000077