Robustness in discriminant analysis

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Abstract

A theorem is proved for the risk value formula in the case of Bayes solving function (SF). Robust randomized SF is obtained. Explicit expressions for SF are found too for distortions in the metrics of a priori probability and randomized solving function.

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Kharin, Y. S. (1993). Robustness in discriminant analysis. Vestnik Moskovskogo Universiteta. Ser. 1 Matematika Mekhanika, (6), 80. https://doi.org/10.1007/978-1-4612-2380-1_15

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