Basic Hand Gestures Classification Based on Surface Electromyography

Table 1

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

Features used	HC	HO	WF	WE	IF	T	Mean
MAV	97.01	94.01	99.32	99.21	96.93	92.8	96.58
WL	85.01	83.13	89.89	88.3	84.14	82.73	85.53
MAV + WL + WAMP	92.16	87.88	98.51	98.06	93.89	90.2	93.45
MAV + WL + SSC	91.67	85.13	98.04	97.79	92.36	88.54	92.26