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

Mathématiques et sciences humaines. Mathematics and social sciences

Briand, Henri¹  Gras, Régis¹  Kuntz, Pascale¹ 

关键词: rule;    meta-rules;    intensity of implication;    hierarchy;    entropy;    contribution;    quasi-implication;   

DOI  :  10.4000/msh.2849

学科分类：数学（综合）

来源: College de France * Ecole des Hautes Etudes en Sciences Sociales (E H E S S)

【 摘 要 】

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.

【 授权许可】

Unknown