Application and Comparison of Machine Learning Algorithms for Predicting Rock Deformation in Hydraulic Tunnels

Table 4

Model evaluation index table (multistep prediction).

Model	MSE	MAE	MAPE
SVR	3.78	1.61	0.61
LSTM	5.26	2.09	0.78
GPR	7.12	2.08	0.81