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Credit Risk Analysis using LightGBM and a comparative study of popular algorithms

  • Published:2021-12-16 Issue: Volume: Page:
  • ISSN:
  • Container-title:2021 4th International Conference on Computing and Communications Technologies (ICCCT)
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Author:

Ponsam J. Godwin,Bella Gracia S.V. Juno,Geetha G.,Karpaselvi S.,Nimala K.

Publisher

IEEE

Reference24 articles.

1. Recent developments in consumer credit risk assessment

2. Modelling credit risk of portfolio of consumer loans;madhur;Journal of the Operational Research Society,2010

3. Support vector regression for loss given default modelling;xiao;European Journal of Operational Research,2015

4. Predicting credit card customer churn in banks using data mining

5. Improving experimental studies about ensembles of classifiers for bankruptcy prediction and credit scoring

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2. Research on bank credit risk control based on AE-CatBoost;2024 4th International Conference on Neural Networks, Information and Communication (NNICE);2024-01-19

3. Flooddamagecast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation;2024

4. How can Consumers Without Credit History Benefit from the Use of Information Processing and Machine Learning Tools by Financial Institutions?;SSRN Electronic Journal;2024

5. Corporate Credit Risk Rating Model Based on Financial Big Data;BCP Business & Management;2023-07-24
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