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机器学习和交互式GUI用于混凝土压力强度预测.

Mohamed Kamel Elshaarawy1, Mostafa M Alsaadawi2,3, Abdelrahman Kamal Hamed1

  • 1Civil Engineering Department, Faculty of Engineering, Horus University-Egypt, New Damietta, 34517, Egypt.

Scientific reports
|July 19, 2024
PubMed
概括

机器学习模型使用八个输入参数准确预测混凝土的压力强度 (CS). 分类梯度提升 (CatBoost) 模型获得了最高的准确性,混凝土年龄是最有影响力的因素.

关键词:
压力强度的压力强度是什么这是混凝土混凝土.组合模型模型组合模型机器学习 机器学习预测 预测 预测在SHAP分析中,我们分析了SHAP.在k倍的交叉验证中.

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