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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