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先进和混合机器学习技术用于预测棕油燃料灰改性混凝土的压力强度,使用SHAP分析

Tariq Ali1, Kennedy C Onyelowe2,3, Muhammad Sarmad Mahmood1

  • 1Department of Civil Engineering, Swedish College of Engineering and Technology, Wah, 47080, Pakistan.

Scientific reports
|February 10, 2025
PubMed
概括

机器学习准确地预测了棕油燃料灰 (POFA) 混凝土的压力强度. 像混合XGB-LGBM这样的先进模型为可持续建筑材料提供了可靠的框架.

关键词:
人工智能的人工智能是人工智能.压力强度预测的预测机器学习是机器学习.这是POFA的混凝土混凝土.在SHAP分析中,我们分析了SHAP.泰勒图是泰勒的图表.

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