Two-stage credit scoring using Bayesian approach

Abstract Commercial banks are required to explain the credit evaluation results to their customers. Therefore, banks attempt to improve the performance of their credit scoring models while ensuring the interpretability of the results. However, there is a tradeoff between the logistic regression mode...

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Bibliographic Details
Main Authors: Sunghyon Kyeong, Jinho Shin
Format: Article
Language:English
Published: SpringerOpen 2022-11-01
Series:Journal of Big Data
Subjects:
Online Access:https://doi.org/10.1186/s40537-022-00665-5