Table 2.

The p-values obtained for the one-way MANOVA, using either the muscle type or electrode type as an independent variable (factor) and 18 features as dependent variables. Since the observation data is less than the dependent variables, the MNOVA was done in batches. A p-value less than 0.05 was considered to be significant.

Independent Variable	Dependent Variables	Pillai Trace Statistics	Aprroximated F Value	p-Value
Muscle Types (Tricep, Bicep, Tibialis)	MAX, MEAN, MED, SD, VAR	1.3529	1.2545	0.4068
	PP, ZC, AUC, RMS, MP	1.3141	1.1495	0.4515
	MAV, EN, WL, SK, KUR	1.2655	1.0338	0.5071
	MNF, MDF, SPC	0.7766	1.0579	0.4456
Electrode Types (Ag/AgCl Gelled, Textrode)	MAX, MEAN, MED, SD, VAR	0.4671	0.5259	0.7526
	PP, ZC, AUC ,RMS, MP	0.3326	0.2990	0.8866
	MAV, EN, WL, SK, KUR	0.4848	0.5646	0.7312
	MNF, MDF, SPC	0.3161	0.7703	0.5581