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Mathematical Problems in Engineering
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Mathematical Problems in Engineering
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2022
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Article
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Tab 3
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Research Article
Application and Comparison of Machine Learning Algorithms for Predicting Rock Deformation in Hydraulic Tunnels
Table 3
Model evaluation index table (single-step prediction).
Model
MSE
MAE
MAPE
SVR
1.88
1.57
0.48
LSTM
4.67
1.89
0.74
GPR
5.09
1.99
0.77