Bayesian Networks Improve Out-of-Distribution Calibration for Agribusiness Delinquency Risk Assessment

Author:

Teixeira Ana Clara1ORCID,Yazdanpanah Hamed1ORCID,Pezente Aline1ORCID,Ghassemi Mohammad1ORCID

Affiliation:

1. Traive Inc., US

Publisher

ACM

Reference27 articles.

1. Explainable Machine Learning in Credit Risk Management

2. Rural Micro Credit Assessment using Machine Learning in a Peruvian microfinance institution

3. Pedro G. Fonseca and Hugo D. Lopes. 2017. Calibration of machine learning classifiers for probability of default modelling. arxiv:1710.08901 Pedro G. Fonseca and Hugo D. Lopes. 2017. Calibration of machine learning classifiers for probability of default modelling. arxiv:1710.08901

4. Matthieu Garcin and Samuel Stéphan. 2021. Credit scoring using neural networks and SURE posterior probability calibration. arxiv:2107.07206 [q-fin.ST] Matthieu Garcin and Samuel Stéphan. 2021. Credit scoring using neural networks and SURE posterior probability calibration. arxiv:2107.07206 [q-fin.ST]

5. Machine learning-based farm risk management: A systematic mapping review

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3