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Vocabulary of natural language processing

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Concept information

Preferred term

machine learning  

Definition

  • A field of study in artificial intelligence concerned with the development and study of algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions. (Wikipedia)

Broader concept

Synonym(s)

  • ML

Example

  • Usually machine learning (ML) systems rely on algorithms that take as input a set of labelled examples for the target task and produce as output a model (which may take different forms depending on the used algorithm) that can be applied to new examples to obtain a prediction. (Carreras, Màrquez & Padró, 2003)

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-CJQ73GWH-5

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