Extreme Gradient Boosting Model with SMOTE for Heart Disease Classification

Extreme Gradient Boosting Model with SMOTE for Heart Disease Classification

Heart disease is one of the leading causes of death worldwide. According to data from the World Health Organisation (WHO), the number of victims who die from heart disease reaches 17.5 million people every year. However, the method of diagnosing heart disease in patients is still not optimal in det...

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Bibliographic Details
Main Authors: Ahmad Ubai Dullah, Aditya Yoga Darmawan, Dwika Ananda Agustina Pertiwi, Jumanto Unjung
Format: Article
Language:English
Published: Universitas Islam Negeri Sunan Kalijaga Yogyakarta 2025-01-01
Series:JISKA (Jurnal Informatika Sunan Kalijaga)
Subjects:
Heart Disease
Classification
SMOTE
XGBoost
Online Access:https://ejournal.uin-suka.ac.id/saintek/JISKA/article/view/4826
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