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Table 3 Classification algorithms comparison for classifying six wrist positions

From: Regressing grasping using force myography: an exploratory study

Ā 

Accuracy (%)

Sensitivity (%)

Specificity (%)

Time (s)

LDA

85.01 Ā± 9.55

90.65 Ā± 11.06

97.87 Ā± 3.22

0.10 Ā± 0.07

SVM

95.55 Ā± 4.41

97.46 Ā± 4.71

99.52 Ā± 0.78

58.82 Ā± 33.26

RF

95.76 Ā± 4.37

97.42 Ā± 4.48

99.45 Ā± 0.92

38.77 Ā± 3.91