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

Journal of Statistical Theory and Applications (JSTA)

卷:19

关键词: Estimator;    Multidimensional Bayesian threshold;    Mixture with varying concentrations;   

DOI  :  10.2991/jsta.d.200824.001

来源: DOAJ

【 摘 要 】

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.

【 授权许可】

Unknown