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May, 2023
使用机器学习算法预测心脏病,减少调查时间
Predicting Heart Disease and Reducing Survey Time Using Machine Learning Algorithms
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Salahaldeen Rababa, Asma Yamin, Shuxia Lu, Ashraf Obaidat
TL;DR
这项研究利用支持向量机等机器学习技术分析疾病调查数据,通过实验结果发现该数据可在高达80%的准确率下预测心脏病,同时对数据进行特征选择可缩短调查时间77%。
Abstract
Currently, many researchers and analysts are working toward
medical diagnosis
enhancement for various diseases.
heart disease
is one of the common diseases that can be considered a significant cause of mortality
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