2024
DOI: 10.3390/electronics13203996
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Forecasting Heart Disease Risk with a Stacking-Based Ensemble Machine Learning Method

Yuanyuan Wu,
Zhuomin Xia,
Zikai Feng
et al.

Abstract: As one of the main causes of sickness and mortality, heart disease, also known as cardiovascular disease, must be detected early in order to be prevented and treated. The rapid development of computer technology presents an opportunity for the cross-combination of medicine and informatics. A novel stacking model called SDKABL is presented in this work. It uses three classifiers, namely K-Nearest Neighbor (KNN), Decision Tree (DT), and Support Vector Machine (SVM) at the base layer and the Bidirectional Long Sh… Show more

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