Impact of feature standardization on heart disease prediction: a comparative analysis of logistic regression and support vector machine models

Cardiovascular diseases are among the leading causes of global mortality. Heart disease, in particular, remains a major contributor to this burden, highlighting the need for effective predictive models to enable early detection. This study investigates the impact of feature standardization using Sta...

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Bibliographic Details

Main Authors:	Muhammad Noor Mathivanan, Norsyela, Foo, Eric Zhi Xian, Foo, Debbie Yong Xi, Chua, Hiang Kiat
Format:	Article
Language:	en
Published:	Universiti Teknologi MARA 2025
Subjects:	Regression. Correlation Diseases of the circulatory (Cardiovascular) system
Online Access:	https://ir.uitm.edu.my/id/eprint/125988/1/125988.pdf https://ir.uitm.edu.my/id/eprint/125988/
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