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模拟基岩纤维钢筋混凝土的强度特征,使用多种可解释的机器学习与图形用户界面

W K V J B Kulasooriya1, R S S Ranasinghe1, Udara Sachinthana Perera1

  • 1Department of Civil Engineering, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka.

Scientific reports
|August 12, 2023
PubMed
概括

像SHAP和LIME这样的可解释AI (XAI) 方法应用于机器学习 (ML) 模型,预测玄武岩纤维钢筋混凝土 (BFRC) 的强度. 结果揭示了模型的分歧,强调了XAI研究和专家评估在具体科学中的需要.

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