Basic Hand Gestures Classification Based on Surface Electromyography

Table 2

Percent of correctly classified samples by the Support Vector Machine with the polynomial kernel.

Features used	HC	HO	WF	WE	IF	T	Mean
MAV	96.8	94.28	99.52	99.01	97.81	93.36	96.81
WL	83.65	81.32	89.67	87.25	85.01	81.8	84.78
MAV + WL + WAMP	89.39	86.83	98.67	97.72	93.27	89.8	92.61
MAV + WL + SSC	86.82	82.58	97.87	97.54	91.61	86.38	90.47