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

• Main Authors: Mansur Huang, Nur Shahellin (Author), Ibrahim, Zaidah (Author), Mat Diah, Norizan (Author)
• Format: Book
• Published: Penerbitan UiTM, 2021-10.
• Subjects: Article; PeerReviewed
• Online Access: Link Metadata

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...