基于Stacking集成模型融合的钢筋混凝土锈胀开裂预测方法

梁梓豪, 应宗权, 刘梅梅, 杨帅

Prediction Method for Reinforced Concrete Corrosion-induced Crack Based on Stacking Integrated Model Fusion

LIANG Zihao, YING Zongquan, LIU Meimei, YANG Shuai

图5 机器学习与传统经验公式模型的预测值、真实值和绝对误差

Fig.5 Predicted values, experimental values and absolute errors obtained by machine learning and traditional empirical formula models: (a) Stacking, (b) XGBoost, (c) RF, (d) Model one[5], (e) Model two[27], (f) Model three[38]