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Prediction of diabetes disease using an ensemble of machine learning multi-classifier models.

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第一作者： Karlo,Abnoosian

第一单位： Department of Statistics, Science and Research Branch, Islamic Azad University, Tehran, Iran.

作者： Karlo,Abnoosian ^[1] ; Rahman,Farnoosh ^[2] ; Mohammad Hassan,Behzadi ^[1]

作者单位： Department of Statistics, Science and Research Branch, Islamic Azad University, Tehran, Iran. ^[1] School of Mathematics, Iran University of Science and Technology, Tehran, Iran. rfarnoosh@iust.ac.ir. ^[2]

关键词 Decision tree Diabetes disease prediction Ensemble machine learning models Feature selection Machine learning classifiers Random forest

主题词人类(Humans);贝叶斯定理(Bayes Theorem);糖尿病(Diabetes Mellitus);计算机系统(Computer Systems);ROC曲线(ROC Curve)

DOI 10.1186/s12859-023-05465-z

PMID 37697283

发布时间 2023-11-21

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BMC bioinformatics

2023年24卷1期

337页

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Prediction of diabetes disease using an ensemble of machine learning multi-classifier models.

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Prediction of diabetes disease using an ensemble of machine learning multi-classifier models.

BMC bioinformatics

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BMC bioinformatics

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