Research Article

Prediction of Surface Settlement Induced by Large-Diameter Shield Tunneling Based on Machine-Learning Algorithms

Table 4

Performance evaluation of prediction results of 70 groups.

Evaluation indicatorMaximum valueMinimum valueAverage value

0.930.480.73
ACC91.1%64.4%77.4%
MAE (mm)4.170.651.95