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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