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Table 2 Mean classification accuracy (%) of different classes recorded from Ch 2 and Ch 4 from amputee subject using WMD method

From: Towards identification of finger flexions using single channel surface electromyography – able bodied and amputee subjects

Class

Channel 2 mean (±SD)%

Channel 4 mean (±SD)%

Class 1

96.67 (±9.44)

71.67 (±8.08)

Class 2

75 (±9.92)

62.42 (±8.74)

Class 3

66.67 (±10.67)

72.15 (±11.24)

Class 4

89.15 (±8.26)

92.14 (±7.52)

Overall mean (±SD)

81.87 (±13.54)

74.59 (±12.52)