Machine Learning

Preferred Label : Machine Learning;

MeSH definition : A type of ARTIFICIAL INTELLIGENCE that enable COMPUTERS to independently initiate and execute LEARNING when exposed to new data.;

Définition CISMeF : A set of techniques that can be used to train AI algorithms to improve performance at a task based on data. Source: From Executive Order 14110. (October 30, 2023). Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence. https://www.federalregister.gov/documents/2023/11/01/2023-24283/safe-secure-and-trustworthy-development-and-use-of-artificial-intelligence;

MeSH synonym : Learning, Machine;

CISMeF acronym : ML;

MeSH hyponym : Learning, Transfer;

Wikipedia link : https://en.wikipedia.org/wiki/Machine learning;

Details

Origin ID

D000069550;

UMLS CUI

C0376284;

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]
Automatic exact mappings (from CISMeF team)
- Amino Acid Measurement [NCIt concept]
- Aplastic anaemia [ICD-11 Category]
- Associate Degree [NCIt concept]
- Automated analysis of data to generate new information or predictions on future events [DHI Digital Functionality]
- Cytarabine/Doxorubicin Regimen [NCIt concept]
- Maximum Likelihood Estimation [NCIt concept]
- Meal Data Domain [NCIt concept]
- Milliliter [NCIt concept]
- Milliliter (qualifier value) [SNOMED CT concept]
- Mulao Chinese [NCIt concept]
- NDC ML (Milliliter) [NCIt concept]
- Rare lymphatic malformation [ORDO Disease]
- Sveinsson chorioretinal atrophy [OMIM Phenotype]
- THPO wt Allele [NCIt concept]
- Thrombopoietin [NCIt concept]
- surrounding air [SYNODOS term]
CISMeF manual mappings
- Machine Learning [EFMI term]
Currated CISMeF NLP mapping
- Machine Learning [NCIt concept]
- Machine learning [EDAM topic]
False automatic mappings
- Amino acid [FMA entity]
- Amino acids panel [LOINC component]
- Mali [NCIt concept]
- acide icosa-5,8,11,14-tetraenoique [nom iupac français], icosa-5,8,11,14-tetraenoic acid [Substance BNPC]
- amino acid, nos [SNOMED Notion]
- amino acids [ATC Code]
- amino acids [ATC Code]
- amino acids [ATC Code]
- amok [SNOMED Notion]
- arachidonic acid [SNOMED Notion]
Record concept(s)
- Machine Learning [MeSH concept]
- Transfer Learning [MeSH concept]
Semantic type(s)
- Machine Activity [UMLS semantic type]

Keyword's position in hierarchy(ies) :

Main resources

You can consult :

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