Predicting Slurry Pressure Balance with a Long Short-Term Memory Recurrent Neural Network in Difficult Ground Condition

Table 2

LSTM-based deep learning model performance in the different construction periods.

Construction period	Time ratio (%)	MAPE (%)	RMSE (kPa)
Excavation	27.7	4.05	12.9
Stoppage	72.3	3.74	9.3
Total	100	3.83	10.3