2024. A Comparative Analysis of Logistic Regression , SVM, and Hyperparameter Tuning Algorithms for Predictive Modeling in Social Network Advertisement Effectiveness. International Journal of Futuristic Innovation in Arts, Humanities and Management (IJFIAHM). 3, 1 (Mar. 2024), 527–536. DOI:https://doi.org/10.59367/7psmwx26.