Les fondements de l'analyse statistique implicative et quelques prolongements pour la fouille de données

Implicative statistical analysis allows the discovery of relevant rules from a hypothesis test on various data, and offers following classical hierarchical classification, a hierarchical representation of meta-rules and an analysis of the individual and attribute contributions to the different assoc...

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Dans:URI:https://journals.openedition.org/msh,
Auteurs principaux: Gras, Régis, Kuntz, Pascale, Briand, Henri
Format: Article ou chapitre numérique
Langue:Anglais
Publié: Mathématiques et sciences humaines 2006
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Accès en ligne:Accès Université d'Orléans et IFPM
Accès Université d'Orléans et IFPM
Description
Résumé:Implicative statistical analysis allows the discovery of relevant rules from a hypothesis test on various data, and offers following classical hierarchical classification, a hierarchical representation of meta-rules and an analysis of the individual and attribute contributions to the different associations. Moreover, a new measure takes into account both the notion of entropy and the intensity of implication, adequate to large data sets studied in data mining.