Research on Personal Loan Default Risk Assessment Based on Machine Learning
In the present era of rapid development of the Internet and big data, the scale of personal loans and the complexity of personal credit data are growing rapidly. Accurately assessing personal credit rating and personal loan default risk has become an important topic in the financial field. This pape...
Saved in:
| Main Author: | Liu Guangsen |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2025-01-01
|
| Series: | ITM Web of Conferences |
| Online Access: | https://www.itm-conferences.org/articles/itmconf/pdf/2025/01/itmconf_dai2024_01012.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Data-Driven Loan Default Prediction: A Machine Learning Approach for Enhancing Business Process Management
by: Xinyu Zhang, et al.
Published: (2025-07-01) -
A Novel Hybrid Model for Loan Default Prediction in Maritime Finance Based on Topological Data Analysis and Machine Learning
by: Mohammad Amin Kheneifar, et al.
Published: (2025-01-01) -
Developing A Predictive Model for Small Business Loan Default
by: Refiloe Gladys Benedict, et al.
Published: (2024-12-01) -
Developing A Predictive Model for Small Business Loan Default
by: Refiloe Gladys Benedict, et al.
Published: (2024-12-01) -
Comparative Analysis of RF, SVR with Gaussian Kernel and LSTM for Predicting Loan Defaults
by: Konstantinos Kofidis, et al.
Published: (2024-11-01)