TERMIUM Plus®

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APPRENTISSAGE CARACTERISTIQUES [1 record]

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Record 1 2024-02-22

English

Subject field(s)
  • Artificial Intelligence
CONT

Feature learning, also known as representation learning, is a process in machine learning where a system automatically identifies the best representations or features from raw data necessary for detection or classification tasks.

French

Domaine(s)
  • Intelligence artificielle
CONT

L'apprentissage de représentations est motivé par le fait que l'apprentissage de tâches par des machines nécessite des entrées qui sont mathématiques et computationnellement pratiques à traiter. Cependant, les données du monde réel, telles que les images, les vidéos et les données de capteurs, sont difficiles à analyser telles quelles. Une alternative est de découvrir [les] caractéristiques ou représentations à travers l'entraînement de systèmes d'apprentissage, sans s'appuyer sur des algorithmes explicites.

Spanish

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© Public Services and Procurement Canada, 2024
TERMIUM Plus®, the Government of Canada's terminology and linguistic data bank
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