GaitRec-Net: A Deep Neural Network for Gait Disorder Detection Using Ground Reaction Force

Table 6

Fivefold cross-validation result of GaitRec-Net architecture on the GaitRec dataset.

Fold	Training samples	Valid samples	Loss	Ac.	Valid loss	Valid Ac.	Total epochs
1	271992	30936	0.2299	0.9169	0.2999	0.9168	52
2	271960	30968	0.2352	0.9157	0.2351	0.9157	43
3	271862	31066	0.2335	0.9154	0.2334	0.9154	49
4	271774	31154	0.2299	0.9171	0.2299	0.9171	58
5	272093	30835	0.2308	0.9161	0.2308	0.9161	44
		Average:	0.23186	0.91624	0.24582	0.91622	49.2