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concept version space [1 record]

Record 1 1996-01-04

English

Subject field(s)
  • Artificial Intelligence
DEF

The set of alternative candidate concept descriptions that are consistent with the training data, knowledge, and assumptions of the concept learner. This set defines a partially learned concept and can be represented in terms of its maximally general and maximally specific members.

CONT

For each partially-learned heuristic, we refer to the set of all plausible descriptions of the heuristic as the version space of the partially-learned heuristic, relative to the observed instances and the language in which heuristics are described.

CONT

Any version space can be represented compactly by storing only its maximally-specific and maximally-general elements.

French

Domaine(s)
  • Intelligence artificielle
DEF

Ensemble des descriptions de concept compatibles avec les données, connaissances ou présuppositions disponibles.

CONT

On définit l'espace de versions pour un ensemble d'instances E comme étant l'ensemble de toutes les descriptions admissibles pour E. Chaque élément de cet ensemble représente une version du concept recherché.

CONT

Le contour inférieur d'un espace de versions bien formé V est l'ensemble de ses descriptions minimales; son contour supérieur est l'ensemble de ses descriptions maximales.

Spanish

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