Loan default prediction using machine learning algorithms: a systematic literature review 2020 -2023

• Main Authors: Soomro, Anam, Zakariyah, Habeebullah, Aftab, S.M.A., Muflehi, Mohamad, Shah, Asadullah, Meraj, Syeda
• Format: Article
• Language: English
• Published: Elite Scientific Publications 2024
• Subjects: T10.5 Communication of technical information
• Online Access: http://irep.iium.edu.my/114757/7/114757_Loan%20default%20prediction%20using%20machine%20learning%20algorithms.pdf; http://irep.iium.edu.my/114757/; https://pjlss.edu.pk/pdf_files/2024_2/6234-6253.pdf; https://doi.org/10.57239/PJLSS-2024-22.2.00469
• Institution: Universiti Islam Antarabangsa Malaysia

This study conducts a systematic literature review (SLR) on the prediction of loan defaults using machine learning algorithms (MLAs) from 2020 to 2023. It critically examines the transition from traditional statistical models to advanced ML techniques in assessing credit risk, with a focus on the ba...