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 strataOriginal dataPredicted dataRelative errorAverage errorMaximum error
2134.1434.591.30%2.31%5.90%
2234.5834.620.12%
2335.6633.555.90%
2434.8335.842.88%
2535.2735.741.34%
Semisoft and semihard strataOriginal dataPredicted dataRelative errorAverage errorMaximum error
2110.1410.240.97%1.63%2.90%
2210.3010.250.50%
2310.3510.052.90%
2410.4710.271.91%
2510.2310.421.87%
Hard strataOriginal dataPredicted dataRelative errorAverage errorMaximum error
213.523.432.65%5.43%8.92%
223.533.642.98%
233.123.347.05%
243.743.408.92%
253.053.225.57%