Open Access

ARTICLE

Chimp Optimization Algorithm Based Feature Selection with Machine Learning for Medical Data Classification

Firas Abedi¹, Hayder M. A. Ghanimi², Abeer D. Algarni³, Naglaa F. Soliman^3,*, Walid El-Shafai^4,5, Ali Hashim Abbas⁶, Zahraa H. Kareem⁷, Hussein Muhi Hariz⁸, Ahmed Alkhayyat⁹

1 Department of Mathematics, College of Education, Al-Zahraa University for Women, Karbala, Iraq
2 Biomedical Engineering Department, College of Engineering, University of Warith Al-Anbiyaa, Karbala, Iraq
3 Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia
4 Computer Science Department, Security Engineering Lab, Prince Sultan University, Riyadh, 11586, Saudi Arabia
5 Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt
6 College of Information Technology, Imam Jaafar Al-Sadiq University, Al-Muthanna, 66002, Iraq
7 Department of Medical Instrumentation Techniques Engineering, Al-Mustaqbal University College, Hillah, 51001, Iraq
8 Computer Engineering Department, Mazaya University College, Dhi Qar, Iraq
9 College of Technical Engineering, the Islamic University, Najaf, Iraq

* Corresponding Author: Naglaa F. Soliman. Email: