Classification of diabetic patients with imbalanced class distribution by using a Cost-Sensitive forest algorithm / Ummi Asyiqin Che Muhammad and Muhammad Hasbullah Mohd Razali

• Main Authors: Che Muhammad, Ummi Asyiqin, Mohd Razali, Muhammad Hasbullah
• Format: Book Section
• Language: English
• Published: College of Computing, Informatics and Media, UiTM Perlis 2023
• Subjects: Algorithms
• Online Access: https://ir.uitm.edu.my/id/eprint/100154/1/100154.pdf; https://ir.uitm.edu.my/id/eprint/100154/
• Institution: Universiti Teknologi Mara

In the medical data set, the majority class consist of healthy patients, whereas the minority class consist of a few sick patients. Although many machine learning algorithms have been developed by researchers, the class imbalanced distribution still makes it challenging for classifiers to properly...