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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