Tuberculosis (TB) is a chronic infectious disease caused byMycobacterium tuberculosis. Tuberculosis is the highest cause of death in the world and is experienced by many people. This research discusses the application of the CHAID method and the C4.5 algorithm to classify someone diagnosed as positive for TB. The data used was obtained from patients diagnosed with TB at Arifin Achmad Regional H…