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Table 5 Classification accuracies (%) for the optimized dual-signal method of oS-I

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

  Hand Motions Wrist Motions NM Mean ± Std.
HC HO WP WS
TH 1 88.0 86.4 90.2 84.0 79.1 85.5 ± 4.3
TH 2 88.5 80.9 83.7 81.9 96.8 86.4 ± 6.5
TH 3 85.3 82.0 89.0 88.2 97.9 88.5 ± 5.9
TH 4 74.8 76.7 69.0 75.2 94.4 78.0 ± 9.6
Mean ± Std. 84.2 ± 6.4 81.5 ± 4.0 83.0 ± 9.7 82.3 ± 5.4 92.1 ± 8.8 84.6 ± 4.6