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

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 co...

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Bibliographic Details
Main Author: Oksana Kubaychuk
Format: Article
Language:English
Published: Atlantis Press 2020-09-01
Series:Journal of Statistical Theory and Applications (JSTA)
Subjects:
Online Access:https://www.atlantis-press.com/article/125944507/view