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), 555–564. DOI:https://doi.org/10.59367/w8s2wv28.