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Table 6 Classification accuracies (%) for the optimized dual-signal method of oS-II

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 89.7 85.7 91.8 85.1 84.5 87.4 ± 3.2
TH 2 90.4 85.1 88.4 86.2 96.7 89.4 ± 4.6
TH 3 85.1 82.9 87.5 87.0 98.0 88.1 ± 5.8
TH 4 77.0 80.1 81.7 80.5 96.5 83.2 ± 7.7
Mean ± Std. 85.6 ± 6.2 83.5 ± 2.5 87.4 ± 4.2 84.7 ± 2.9 93.9 ± 6.3 87.0 ± 2.7