Skip to main content

Table 4 Classification results with 13 classes

From: Surface EMG pattern recognition for real-time control of a wrist exoskeleton

Volunteer

C

γ

Cross Validation Accuracy (%)

Testing Accuracy (%)

Volunteer # 1

50

0.7

99.72

97.95

Volunteer # 2

60

1

98.61

98.57

Volunteer # 3

80

1

98.1

94.76

Volunteer # 4

90

0.9

97.39

94.05

Volunteer # 5

75

1

95.83

94.76

Volunteer # 6

70

1

96.8

96.19

Volunteer # 7

80

0.9

97.71

96.43

Volunteer # 8

90

1

99.58

99.47

Mean

97.97

96.52

Standard Deviation

1.33

1.98