Landslide Displacement Prediction Based on Transfer Learning and Bi-GRU

TABLE 3

Comparison of prediction accuracy between different prediction models.

Evaluation criteria	TRA-Bi-GRU-ATT	Bi-GRU-ATT	Bi-GRU	Bi-LSTM	GRU	LSTM	SVR
RMSE (best)	0.495	1.219	1.507	1.575	1.643	1.813	1.682
RMSE (mean)	0.543	1.318	1.527	1.597	1.699	1.838	1.682
MAE (best)	0.391	1.026	1.223	1.304	1.361	1.479	1.396
MAE (mean)	0.445	1.085	1.270	1.325	1.409	1.531	1.396