Yudha, M.Z., Jasmir, J. and Fachruddin, F. 2026. Comparison and Data Visualization in Thyroid Cancer Disease Prediction Using Machine Learning Algorithms. MALCOM: Indonesian Journal of Machine Learning and Computer Science. 6, 1 (Jan. 2026), 23-30. DOI:https://doi.org/10.57152/malcom.v6i1.2249.