CNN-LSTM模型在边坡可靠度分析中的应用

荣光旭,李宗洋

Application of CNN-LSTM Model in Slope Reliability Analysis

Guangxu RONG,Zongyang LI

表9 各模型预测性能及结果比较

Table 9 Comparison of predictive performance and results of each model

模型 MAE RMSE 失效概率/% pf相对误差/% MCS - - 0.0023 - CNN 0.0949 0.1024 0.0047 104.00 LSTM 0.0926 0.0942 0.0044 91.30 CNN-LSTM 0.0794 0.0837 0.0024 4.35 MLR 0.0821 0.0886 0.0031 34.78