Table 2.

F1-weighted scores with STD on PAMAP2 using training methods on GLULA and GLUSA models

Methods	Models	F1w	STD
Adam	GLULA–HAR	86.69	3.18
	GLUSA–HAR	87.15	3.91
Adam + MM	GLULA–HAR	86.04	3.48
	GLUSA–HAR	88.54	2.52
Adam + MM + Scheduling	GLULA–HAR	88.08	2.89
	GLUSA–HAR	88.12	2.38
AdaBelief + MM + Scheduling	GLULA–HAR	90.09	1.14
	GLUSA–HAR	89.89	2.16