Kesavan, E. 2025. Software Bug Prediction Using Machine Learning Algorithms: An Empirical Study on Code Quality and Reliability. International Journal of Innovations in Science, Engineering And Management. 4, 3 (Sep. 2025), 377–381. DOI:https://doi.org/10.69968/ijisem.2025v4i3377-381.