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Jan, 2021
应用PCA和混合遗传算法结合k-Means早期预测心脏病
Early Prediction of Heart Disease Using PCA and Hybrid Genetic Algorithm with k-Means
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Md. Touhidul Islam, Sanjida Reza Rafa, Md. Golam Kibria
TL;DR
通过使用PCA降维和混合遗传算法(HGA)进行数据聚类,本论文提出的方法可以以94.06%的准确度预测早期心脏病,主要关键词为心脏病,UCI机器学习,主成分分析,混合遗传算法和早期检测。
Abstract
Worldwide research shows that millions of lives lost per year because of
heart disease
. The healthcare sector produces massive volumes of data on
heart disease
that are sadly not used to locate secret knowledge f
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