2025. The Role of Machine Learning in Loan Default Prediction Trends, Challenges, and Future Directions. Journal of Global Research in Electronics and Communications(JGREC). 1, 11 (Nov. 2025), 53–59. DOI:https://doi.org/10.5281/zenodo.17847880.