On the performance of the linear discriminant function for spherical distributions (Q1822173)
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scientific article; zbMATH DE number 4001232
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | On the performance of the linear discriminant function for spherical distributions |
scientific article; zbMATH DE number 4001232 |
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On the performance of the linear discriminant function for spherical distributions (English)
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1987
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The purpose of this paper is to examine the performance of Fisher's linear discriminant rule for general spherical distributions. The author provides upper and lower bounds for the probabilities of correct classification which improve the bounds given by \textit{R. M. Haralick} [Pattern discrimination using ellipsoidally symmetric multivariate density functions. Pattern Recognition 9, 89-94 (1977)].
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recurrence relations
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Fisher's linear discriminant rule
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spherical distributions
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upper and lower bounds
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probabilities of correct classification
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