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Table 7 Classification accuracies (%) for the optimized dual-signal method of oS-III

From: A motion-classification strategy based on sEMG-EEG signal combination for upper-limb amputees

  Hand Motions Wrist Motions NM Average ± Std.
HC HO WP WS
TH 1 86.5 79.1 91.1 81.2 80.4 83.7 ± 5.0
TH 2 89.8 81.6 86.1 84.0 98.0 87.9 ± 6.4
TH 3 79.4 76.3 86.6 85.9 95.3 84.7 ± 7.3
TH 4 74.7 77.4 75.1 80.5 95.7 80.7 ± 8.7
Mean ± Std. 82.6 ± 6.8 78.6 ± 2.3 84.7 ± 6.8 82.9 ± 2.5 92.4 ± 8.1 84.2 ± 3.0