Tariq, M.A. et al. 2026. Machine Learning-Based Predictive Analytics: Investigating the Influence of Feature Selection and Model Optimization on Prediction Accuracy. Journal of Global Social Transformation. 2, 9.1 (Sep. 2026), 313–326. DOI:https://doi.org/10.71317/jgst.2.9(s).2026.614.