Table 2 Prediction of Global GMA with COP movement parameters using logistic regression

Instantaneous velocity R (Std)

101

0.990

0.981–0.999

-0.010

0.005

0.032

Approximate entropy R

101

2.447

1.376–4.353

0.895

0.294

0.002

Constant

-

0.035

-

-3.354

1.336

0.012

\({\text{P}}({\text{Y}})=\frac{1}{1+{{\text{e}}}^{-(-3.354+-0.01*\text{Instantaneous Velocity R}\left({\text{std}}\right)+0.0895*\text{Aproximate Entropy R})}}\). Classification threshold = 0.15