Bulletin of Computer Science Research
Vol. 3 No. 1 (2022): Desember 2022

Klasifikasi Penyakit Gagal Jantung Menggunakan Algoritma K-Nearest Neighbor

Yovi Pratama (Universitas Dinamika Bangsa, Jambi)
Anton Prayitno (Universitas Dinamika Bangsa, Jambi)
Defrin Azrian (Universitas Dinamika Bangsa, Jambi)
Nur Aini (Universitas Dinamika Bangsa, Jambi)
Yoga Rizki (Universitas Dinamika Bangsa, Jambi)
Errissya Rasywir (Universitas Dinamika Bangsa, Jambi)



Article Info

Publish Date
31 Dec 2022

Abstract

Cardiovascular diseases (CVDs) are the number 1 cause of death globally, taking an estimated 17.9 million lives each year, which accounts for 31% of all deaths worldwide. Four out of 5CVD deaths are due to heart attacks and strokes, and one-third of these deaths occur prematurely in people under 70 years of age. Heart failure is a common event caused by CVDs and this dataset contains 11 features that can be used to predict a possible heart disease. People with cardiovascular disease or who are at high cardiovascular risk (due to the presence of one or more risk factors such as hypertension, diabetes, hyperlipidaemia or already established disease) need early detection and management wherein a machine learning model can be of great help.

Copyrights © 2022






Journal Info

Abbrev

bulletincsr

Publisher

Subject

Computer Science & IT

Description

Bulletin of Computer Science Research covers the whole spectrum of Computer Science, which includes, but is not limited to : • Artificial Immune Systems, Ant Colonies, and Swarm Intelligence • Bayesian Networks and Probabilistic Reasoning • Biologically Inspired Intelligence • Brain-Computer ...