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version-space method [1 record]

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Record 1 1992-10-01

English

Subject field(s)
  • Artificial Intelligence
CONT

Mitchell's version-space method ... retains two sets of hypotheses - the most specific set of descriptions that cover the data (S) and the most general set of such descriptions (G). ... the learning task has been completed ... when the S and G sets converge on a single-concept description.

French

Domaine(s)
  • Intelligence artificielle
OBS

(Le) désir de symétrie entre le traitement des instances positives et celui des instances négatives, mène à (...) l'algorithme classique de Mitchell. L'idée consiste à prendre comme sous-ensemble représentatif de l'espace de versions (à adapter à chaque itération) son contour inférieur et supérieur.

Spanish

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