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Table 3 RMSE, regression coefficients (RC) and associated 95% confidence intervals (CI) of the surface EMG-based estimates of the clinical scores for the dynamic tests derived using a regression implementation of a Random Forest

From: Assessing aberrant muscle activity patterns via the analysis of surface EMG data collected during a functional evaluation

  Activity Level Amplitude Modulation Laterality of Activity
  RMSE RC ± CI RMSE RC ± CI RMSE RC ± CI
head movements 1.07 0.98 ± 0.04 1.04 1.01 ± 0.07 1.46 0.88 ± 0.08
shoulder and arm movements 1.13 1.00 ± 0.03 1.45 1.00 ± 0.03 1.41 0.93 ± 0.05
FCE lifting with extended knees 1.12 0.98 ± 0.02 1.22 0.98 ± 0.02 1.37 0.93 ± 0.06
trunk movements 1.17 1.00 ± 0.04 1.30 1.04 ± 0.05 1.34 0.98 ± 0.05
walking and kneeling 1.25 1.01 ± 0.03 1.64 1.01 ± 0.05 1.36 0.96 ± 0.06
FCE lifting with flexed knees 1.36 1.00 ± 0.03 1.74 1.00 ± 0.04 1.52 1.01 ± 0.06