2025. Optimization of Support Vector Regression for Improved Prediction Accuracy in Cross-Sectional Data Using Genetic Algorithms. Raparin Journal of Humanities (RJH). 12, 4 (Aug. 2025), 842–864. DOI:https://doi.org/10.26750/87w4cn57.