Heart Failure Prediction Based on Bootstrap Sampling and Weighted Fusion LightGBM Model

Heart disease is a serious threat to human health. Accurate prediction is very important for disease prevention and treatment. The purpose of this study is to establish a more suitable prediction model of heart disease. Based on LightGBM, we have deeply integrated bootstrap sampling and weighting te...

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Bibliographic Details
Main Authors: Yuanni Wang, Hong Cao
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/8/4360
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