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Les défis du partitionnement optimal

L’objectif principal est de trouver la partition de l’espace des caractéristiques qui offre les meilleures prédictions possibles. Cependant, cet objectif se heurte à plusieurs difficultés, et la complexité du problème augmente rapidement avec le nombre de caractéristiques et la taille de l’échantillon:

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Les solutions apportées par les arbres de décision

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