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Table 3 Classification results with 19 classes

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