From: Comparison of regression models for estimation of isometric wrist joint torques using surface electromyography
Model
NRMSE
R a 2
PBM
Mean
9.55%
0.22
STD
5.69%
0.32
OLS
8.93%
0.25
5.37%
0.33
RLS
8.86%
0.23
5.30%
0.29
SVM
8.65%
0.24
4.47%
0.37
ANN
9.13%
4.76%
0.36
LWPR
10.05%
5.49%
0.30