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Erschienen in:
2004 | OriginalPaper | Buchkapitel
Combining Models in Discrete Discriminant Analysis Through a Committee of Methods
verfasst von : Ana Sousa Ferreira
Erschienen in: Classification, Clustering, and Data Mining Applications
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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In this paper we are concerned with combining models in discrete discriminant analysis in the small sample setting. Our approach consists of an adaptation to discriminant analysis of a method for combining models introduced in the neural computing literature (Bishop, 1995). For combining models we consider a single coefficient obtained in a fuzzy classification rule context and we evaluate its performance through numerical experiments (Sousa Ferreira, 2000).