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Table 4 Features with increased AUC over the raw FMG signal

From: A preliminary investigation on the utility of temporal features of Force Myography in the two-class problem of grasp vs. no-grasp in the presence of upper-extremity movements

Feature

AUC

Accuracy

P value

Value

σ

Value (%)

σ (%)

PF

0.869

0.061

90.635

4.298

0.011

LF

0.862

0.065

89.859

4.940

0.017

MAV

0.834

0.076

86.703

6.672

0.152

RMS

0.829

0.075

86.909

6.730

0.253

Raw FMG

0.819

0.098

88.792

5.178

N/A

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BioMedical Engineering OnLine

ISSN: 1475-925X

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