Table 3.

Results on running data set.

Network models	ACC	SES	SPC	Training time(s)
1D CNN	0.924	0.97	0.84	43.7
2D CNN	0.64	0.81	0.35	157.4
LSTM	0.79	0.83	0.69	152
VGGNet	0.74	0.80	0.59	1912.4
AlexNet	0.769	0.88	0.60	800.5
ELM	0.71	0.88	0.51	0.03
BP	0.65	0.87	0.32	4.42