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Table 3 Classification algorithms comparison for classifying six wrist positions

From: Regressing grasping using force myography: an exploratory study

  Accuracy (%) Sensitivity (%) Specificity (%) Time (s)
LDA 85.01 ± 9.55 90.65 ± 11.06 97.87 ± 3.22 0.10 ± 0.07
SVM 95.55 ± 4.41 97.46 ± 4.71 99.52 ± 0.78 58.82 ± 33.26
RF 95.76 ± 4.37 97.42 ± 4.48 99.45 ± 0.92 38.77 ± 3.91