Ryadh Hamza, N. and Jawad Al-Ghanim, F. 2025. Performance Comparison of Machine Learning Algorithms in Heart Disease Prediction with Enhanced Accuracy through Hyper parameter Tuning. Journal of Al-Qadisiyah for Computer Science and Mathematics. 17, 2 (Jun. 2025), Comp. 60–71. DOI:https://doi.org/10.29304/jqcsm.2025.17.22180.