Table 4.

Overview of the feature space inputs to XGBOOST

Feature name	Number of columns in feature space
Power Spectral Intensity	10 channels $\times$ 8 scalars
Petrosian Fractal Dimension	10 channels $\times$ 1 scalar
Higuchi Fractal Dimension	10 channels $\times$ 1 scalars
Hjorth Mobility and Complexity	10 channels $\times$ 2 scalar
SVD Entropy	10 channels $\times$ 2 scalar
Spectral Entropy	10 channels $\times$ 1 scalar
Fisher Information	10 channels $\times$ 1 scalar
Detrended Fluctuation Analysis	10 channels $\times$ 1 scalar
Hurst Exponent	10 channels $\times$ 1 scalar
Total	180 features