Madaan, N. and Sharma, S.K. 2025. A Comparative Machine Learning Approach for Forecasting Student Achievement Based on Academic and Behavioral Features. International Journal of Computer Sciences and Engineering. 13, 7 (Jul. 2025), 18–26. DOI:https://doi.org/10.26438/ijcse/v13i7.1826.