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Vocabulary of natural language processing

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Concept information

NLP methods and tools > artificial intelligence > machine learning > machine learning approach > supervised learning

Terme préférentiel

supervised learning  

Définition

  • A machine learning approach that is defined by its use of labeled datasets designed to train or “supervise” algorithms into classifying data or predicting outcomes accurately. Using labeled inputs and outputs, the model can measure its own accuracy and learn over time. (Adapted from ScienceDirect)

Concept générique

Concepts spécifiques

Synonyme(s)

  • supervised machine learning

Exemple

  • In the case of Supervised Learning the machines are trained with a dynamic oracle. (Dary, Petit & Nasr, 2022)

Traductions

URI

http://data.loterre.fr/ark:/67375/8LP-NC68DDGT-D

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