TERMIUM Plus®

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nearest neighbour classifier [1 record]

Record 1 2022-08-25

English

Subject field(s)
  • Artificial Intelligence
CONT

Perhaps the most straightforward classifier in the arsenal of machine learning techniques is the nearest neighbour classifier—classification is achieved by identifying the nearest neighbours to a query example and using those neighbours to determine the class of the query.

Key term(s)
  • k-nearest-neighbor classifier

French

Domaine(s)
  • Intelligence artificielle
CONT

Le classificateur des plus proches voisins est non paramétrique. Ce classificateur calcule la distance à partir de l'élément à classer, vers tous les éléments de la base de données d'entrainement. L'élément sera associé à la même classe que l'élément de la base de données d'entrainement le plus rapproché […]

Spanish

Campo(s) temático(s)
  • Inteligencia artificial
CONT

El algoritmo básico para el clasificador de vecindad más próxima es el que selecciona la clase o caso basándose en la proximidad de una muestra "fingerprint" al centro de masa de esa concreta localización "fingerprint".

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