Table 3.

Effect of different parameters (Op, Lr) on EMD-SEnet_TCN.

Parameters	MAE (mm)	RMSE (mm)	R2 (None)
Op = SGD	0.087130	0.116361	0.702972
Op = Adam	0.035789	0.051499	0.941819
Op = Adagrad	0.049455	0.069139	0.895137
Op = Adadelta	0.166532	0.200430	0.118740
Op = RMSprop	0.039013	0.060148	0.910473
Lr = 0.1	0.308492	0.375175	−2.08768
Lr = 0.01	0.037244	0.053731	0.936662
Lr = 0.001	0.034789	0.049149	0.951819
Lr = 0.0001	0.041593	0.057317	0.927934