Department of Mathematics of Education-Zahraa University for Women;
Biomedical Engineering Department of Engineering ofWarith Al-Anbiyaa;
Department of Information Technology of Computer and Information Sciences Nourah bint Abdulrahman University.O.Box 84428 Arabia;
Computer Science Department Engineering Lab Sultan University Arabia;
Department of Electronics and Electrical Communications Engineering of Electronic Engineering University;
College of Information Technology Jaafar Al-Sadiq University-Muthanna;
Department of Medical Instrumentation Techniques Engineering-Mustaqbal University College;
Computer Engineering Department University College Qar;
College of Technical Engineering Islamic University;
Association rule mining; data classification; healthcare data; machine learning; parameter tuning; data mining; feature selection; MLARMC-HDMS; COA; stochastic gradient descent; Apriori algorithm;