✦ LIBER ✦

Asymptotical optimality in cluster analysis

✍ Scribed by Kharin, Yurij S. ;Zhuk, Eugene E.

Publisher: John Wiley and Sons
Year: 1999
Tongue: English
Weight: 97 KB
Volume: 15
Category: Article
ISSN: 8755-0024
DOI: 10.1002/(sici)1099-0747(199903)15:1<65::aid-asm360>3.0.co;2-q

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✦ Synopsis

The problem of optimality and performance evaluation for cluster analysis procedures is investigated. For the situations where the classes are described by known or unknown prior probabilities and regular probability density functions with unknown parameters the asymptotic expansions of classiÿcation error probability are constructed. The results are illustrated for the case of well-known Fisher classiÿcation model.

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