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Table 3 Classification accuracies (%) for the dual-signal method of S-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 95.1 93.1 95.3 92.5 89.9 93.2 ± 2.2
TH 2 95.5 88.8 92.3 89.6 97.6 92.8 ± 3.8
TH 3 93.5 89.9 94.0 94.7 98.9 94.2 ± 3.2
TH 4 84.8 85.7 82.4 82.3 97.2 86.5 ± 6.2
Mean ± Std. 92.2 ± 5.0 89.4 ± 3.1 91.0 ± 5.9 89.8 ± 5.4 95.9 ± 4.1 91.7 ± 3.5