Basic Hand Gestures Classification Based on Surface Electromyography

Table 3

Percent of correctly classified samples by the Support Vector Machine with the radial basis function kernel.

Features used	HC	HO	WF	WE	IF	T	Mean
MAV	97.3	94.6	98.83	98.61	97.97	93.47	96.8
WL	84.36	83.43	88.98	87.73	85.09	83.34	85.49
MAV + WL + WAMP	89.58	88.42	95.21	95.17	94.92	92.76	92.68
MAV + WL + SSC	90.9	86.03	98.24	97.82	92.28	87.94	92.2