Ensemble Feed-Forward Neural Network and Support Vector Machine for Prediction of Multiclass Malaria Infection

• Main Authors: Jimoh, Rasheed Gbenga, Abisoye, Opeyemi Aderiike, Uthman, Muhammed Mubashir Babatunde
• Format: Article
• Language: English
• Published: Universiti Utara Malaysia Press 2022
• Subjects: QA75 Electronic computers. Computer science; RA0421 Public health. Hygiene. Preventive Medicine
• Online Access: https://repo.uum.edu.my/id/eprint/28755/1/JICT%2021%2001%202022%20117-148.pdf; https://doi.org/10.32890/jict2022.21.1.6; https://repo.uum.edu.my/id/eprint/28755/; https://e-journal.uum.edu.my/index.php/jict/article/view/10958; https://doi.org/10.32890/jict2022.21.1.6

Globally, recent research are focused on developing appropriate and robust algorithms to provide a robust healthcare system that is versatile and accurate. Existing malaria models are plagued with low rate of convergence, overfitting, limited generalization due to restriction to binary cases predict...