crossrefJournal of Risk and Financial Management2026-03-11Cited by 2
Performance Evaluation of Machine Learning and Deep Learning Models for Credit Risk Prediction
Irvine Mapfumo, Thokozani Shongwe
Credit risk prediction is essential for financial institutions to effectively assess the likelihood of borrower defaults and manage associated risks. This study presents a comparative analysis of deep learning architectures and traditional machine learning models on imbalanced cr…