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Table 3 Statistical overview of rate of success of the real-time neuro-fuzzy system for sEMG pattern discrimination system

From: Real-time intelligent pattern recognition algorithm for surface EMG signals

Movements
Participated subjects Opening Closing Wrist flexion Wrist extension Pinch Thumb flexion Average Results for 6 movements
Subject_1 98% 100% 94% 94% 96% 92% 95.67%
Subject_2 98% 100% 100% 96% 98% 94% 97.67%
Subject_3 96% 100% 88% 98% 98% 92% 95.33%
Subject_4 100% 100% 94% 96% 100% 98% 98%
Average results 98% 100% 94% 96% 98% 94% 96.67%
Standard deviation (STD) for each movements 1.41% 0% 4.2% 4.2% 1.41% 2.45% 1.18%