Table 5 Result of the dynamic test.

From: Automated rock mass condition assessment during TBM tunnel excavation using deep learning

 

Precision

Recall

F1

Medium fine sandstone (MFS)

94.8%

91%

92.9%

Silty mudstone (SM)

94.7%

97%

95.8%

Argillaceous siltstone (AS)

96.7%

88%

92.1%