Dimensionality Reduction

Preferred Label : Dimensionality Reduction;

MeSH definition : 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 synonym : Dimensionality Reductions; Reduction, Dimensionality;

MeSH hyponym : Decomposition, Singular Value; Singular Value Decompositions; Value Decomposition, Singular; Analysis, Linear Discriminant; Discriminant Analysis, Linear; Linear Discriminant Analyses; Fisher's Linear Discriminant Analysis;

Details

Origin ID

D000098405;

UMLS CUI

C5940614;

Allowable qualifiers
- classification [MeSH Qualifier]
- economics [MeSH Qualifier]
- ethics [MeSH Qualifier]
- history [MeSH Qualifier]
- legislation and jurisprudence [MeSH Qualifier]
- standards [MeSH Qualifier]
- statistics and numerical data [MeSH Qualifier]
- supply and distribution [MeSH Qualifier]
- trends [MeSH Qualifier]
Currated CISMeF NLP mapping
- dimensionality reduction [OBI concept]
Record concept(s)
- Dimensionality Reduction [MeSH concept]
- Linear Discriminant Analysis [MeSH concept]
- Singular Value Decomposition [MeSH concept]
Semantic type(s)
- Machine Activity [UMLS semantic type]

Keyword's position in hierarchy(ies) :

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