EBC-Estimator of Multidimensional Bayesian Threshold in Case of Two Classes

Autor: Oksana Kubaychuk
Jazyk: angličtina
Rok vydání: 2020
Předmět:
Zdroj: Journal of Statistical Theory and Applications (JSTA), Vol 19, Iss 3 (2020)
Druh dokumentu: article
ISSN: 2214-1766
DOI: 10.2991/jsta.d.200824.001
Popis: Some threshold-based classification rules in case of two classes are defined. In assumption, that a learning sample is obtained from a mixture with varying concentration, the empirical-Bayesian classification (EBC)-estimator of multidimensional Bayesian threshold is constructed. The conditions of convergence in probability of estimator are found.
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