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Geofluids
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2020
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Article
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Tab 4
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Research Article
A Novel Method for Analyzing the Factors Influencing Ground Settlement during Shield Tunnel Construction in Upper-Soft and Lower-Hard Fissured Rock Strata considering the Coupled Hydromechanical Properties
Table 4
Calculation error of the ANN.
Soft strata
Original data
Predicted data
Relative error
Average error
Maximum error
21
34.14
34.59
1.30%
2.31%
5.90%
22
34.58
34.62
0.12%
23
35.66
33.55
5.90%
24
34.83
35.84
2.88%
25
35.27
35.74
1.34%
Semisoft and semihard strata
Original data
Predicted data
Relative error
Average error
Maximum error
21
10.14
10.24
0.97%
1.63%
2.90%
22
10.30
10.25
0.50%
23
10.35
10.05
2.90%
24
10.47
10.27
1.91%
25
10.23
10.42
1.87%
Hard strata
Original data
Predicted data
Relative error
Average error
Maximum error
21
3.52
3.43
2.65%
5.43%
8.92%
22
3.53
3.64
2.98%
23
3.12
3.34
7.05%
24
3.74
3.40
8.92%
25
3.05
3.22
5.57%