Comparative study of support vector machines and random forests machine learning algorithms on credit operation
Author:
Affiliation:
1. Instituto de Telecomunicações Universidade da Beira Interior Covilhã Portugal
2. Federal University of Piauí (UFPI) Teresina Brazil
3. ITMO University St. Petersburg Russia
Funder
Conselho Nacional de Desenvolvimento Científico e Tecnológico
Fundação para a Ciência e a Tecnologia
Publisher
Wiley
Subject
Software
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/spe.2842
Reference31 articles.
1. Machine Learning in Financial Crisis Prediction: A Survey
2. Top 10 algorithms in data mining
3. Instance sampling in credit scoring: An empirical study of sample size and balancing
4. Rule Extraction from Support Vector Machines
Cited by 36 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Advancing credit risk modelling with Machine Learning: A comprehensive review of the state-of-the-art;Engineering Applications of Artificial Intelligence;2024-11
2. Comparison of the impact of dimensionality reduction and data splitting on classification performance in credit risk assessment;Artificial Intelligence Review;2024-08-13
3. Prediction of bank credit worthiness through credit risk analysis: an explainable machine learning study;Annals of Operations Research;2024-07-08
4. Artificial Intelligence in Mathematics Education;Advances in Information Quality and Management;2024-07-01
5. Suitability of Simple Forecasting Techniques for Predicting the Performance of Banks in the Zambian Financial Industry;East African Finance Journal;2024-03-27
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