Please use this identifier to cite or link to this item: https://dspace.ctu.edu.vn/jspui/handle/123456789/12523
Title: Some results of classification problem by Bayesian method and application in credit operation
Authors: Võ, Văn Tài
Keywords: Bayesian method
Classification
Error
Credit operation
Prior probability
Issue Date: 2018
Series/Report no.: Statistical Theory and Related Fields;2 .- p. 150-157
Abstract: This study proposes some results in classifying by Bayesian method. There are upper and lower bounds of the Bayes error as well as its determination in case of one dimension and multidimensions. Based on the proposals for estimating of probability density functions, calculating the Bayes error and determining the prior probability, we establish an algorithm to evaluate ability of customers to pay debts at banks. This algorithm has been performed by the Matlab procedure that can be applied well with real data. The proposed algorithm is tested by the real application at a bank in Viet Nam that obtains the best results in comparing with the existing approaches.
URI: http://dspace.ctu.edu.vn/jspui/handle/123456789/12523
Appears in Collections:Tạp chí quốc tế

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