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Confidence in Classification: A Bayesian Approach

โœ Scribed by Wojtek J. Krzanowski; Trevor C. Bailey; Derek Partridge; Jonathan E. Fieldsend; Richard M. Everson; Vitaly Schetinin


Book ID
106042254
Publisher
Springer
Year
2006
Tongue
English
Weight
236 KB
Volume
23
Category
Article
ISSN
0176-4268

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We address the classification problem where an item is declared to be from population ? j if certain of its characteristics v are assumed to be sampled from the distribution with pdf f j (v | % j ), where j=1, 2, ..., m. We first solve the two population classification problem and then extend the re