Table 2.

Performance of 1D-CNN, GRU-based model.

Model	C	G	DC	TC	C-G	C+G	DC+G
Mean accuracy (%)	94.9	95.6	95.6	95.3	95.3	95.9	96.1
Standard deviation of accuracy (%)	4.4	4.1	4.0	4.4	4.7	4.1	3.8
Max accuracy (%)	99.8	99.8	100	99.8	100	100	100
Min accuracy (%)	87.1	87.4	87.6	86.4	85.7	87.2	88.8
Mean epoch	64.9	80.6	69.9	63.8	80.1	71.7	78.8
Mean training time (s)	5.172	21.351	8.383	10.270	13.304	21.729	26.551
Epoch time (s)	0.081	0.265	0.120	0.161	0.166	0.303	0.337
Evaluation time (s)	0.099	0.073	0.142	0.153	0.115	0.095	0.129