Heart-Disease Prediction Method Using Random Forest and Genetic Algorithms

Mohamed G. El-Shafiey,Ahmed Hagag,El-Sayed A. El-Dahshan,Manal A. Ismail

2021 International Conference on Electronic Engineering (ICEEM)（2021）

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摘要

Today, heart-disease is one of the most significant causes of mortality in the world. Thus, the prediction of heart-disease is a critical challenge in the area of healthcare systems. In this study, we aim to select the optimal features that can increase the accuracy of heart-disease prediction. A feature-selection algorithm, which is based on genetic algorithm (GA) and random forest (RF), is propo...

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关键词

Radio frequency,Sensitivity,Merging,Prediction methods,Medical services,Forestry,Prediction algorithms

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