Cognitive Inference Device for Activity Supervision in the Elderly

Table 7

Device error prediction results.

Model	Structure	Eta	Epoch	Training error	Testing error
NN0	3-1	0.1	100	—	—
		0.5	100	—	—
NN1	3-5-1	0.1	100	0.33635	0.34335
		0.5	100	0.29615	0.27612
NN2	3-5-5-1	0.1	100	0.03345	0.03526
		0.5	100	0.02215	0.02341