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Updated: Jun 1, 2025

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在不平衡的数据集上使用优化机器学习进行糖尿病分类的强大预测框架

Inam Abousaber1, Haitham F Abdallah2, Hany El-Ghaish3

  • 1Department of Information Technology, Faculty of Computers and Information Technology, University of Tabuk, Tabuk, Saudi Arabia.

Frontiers in artificial intelligence
|January 22, 2025
PubMed
概括

这项研究引入了一个新的机器学习框架,通过解决临床数据中的阶级不平衡问题来提高糖尿病预测的准确性. 开发的方法提高模型性能,可靠的健康预测.

关键词:
糖尿病检测 糖尿病检测处理不平衡的方法不平衡的数据集.机器学习是机器学习.统计分析是一种统计分析.

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