From: Surface EMG pattern recognition for real-time control of a wrist exoskeleton
Volunteers | C | γ | Cross Validation Accuracy (%) | Testing Accuracy (%) |
---|---|---|---|---|
Volunteer # 1 | 45 | 1 | 94.05 | 90.8621 |
Volunteer # 2 | 60 | 0.8 | 94.07 | 92 |
Volunteer # 3 | 85 | 1 | 90.24 | 85.67 |
Volunteer # 4 | 90 | 0.9 | 91.94 | 86.5 |
Volunteer # 5 | 75 | 1 | 88.77 | 86 |
Volunteer # 6 | 85 | 1 | 88.11 | 84 |
Volunteer # 7 | 75 | 1 | 90.58 | 87 |
Volunteer # 8 | 90 | 0.7 | 94.26 | 93.57 |
Mean | 91.5025 | 88.20026 | ||
Standard Deviation | 2.458151 | 3.455318 |