Machine learning techniques for early heart failure prediction / Nur Shahellin Mansur Huang, Zaidah Ibrahim and Norizan Mat Diah

• Main Authors: Mansur Huang, Nur Shahellin, Ibrahim, Zaidah, Mat Diah, Norizan
• Format: Article
• Language: English
• Published: Penerbitan UiTM 2021
• Subjects: Neural networks (Computer science)
• Online Access: https://ir.uitm.edu.my/id/eprint/61469/1/61469.pdf; https://ir.uitm.edu.my/id/eprint/61469/; https://mjoc.uitm.edu.my/

This paper discusses the performance of four popular machine learning techniques for predicting heart failure using a publicly available dataset from kaggle.com, which are Random Forest (RF), Support Vector Machine (SVM), Naive Bayes (NB), and Logistic Regression (LR). They were selected due to thei...