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

Table 3

Model evaluation index table (single-step prediction).

Model	MSE	MAE	MAPE
SVR	1.88	1.57	0.48
LSTM	4.67	1.89	0.74
GPR	5.09	1.99	0.77