Deep Learning Neural Network Model for Tunnel Ground Surface Settlement Prediction Based on Sensor Data

Table 1

The tuned hyperparameters of the LSTM neural network.

Layer (type)	Output shape	Param#
LSTM_1 (LSTM)	(None, 50)	10400
Dense_1 (dense)	(None, 50)	2550
Dropout (dropout)	(None, 50)	0
Dense_2 (dense)	(None, 1)	51