Table 5 Features importance values from XGBOOST
From: Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment
Feature name | Feature importance in resulting model |
|---|---|
SVD Entropy | 0.090600 |
Power Spectral Intensity | 0.073145 |
Petrosian Fractal Dimension | 0.070548 |
Hurst Exponent | 0.045729 |
Spectral Entropy | 0.031101 |
Detrended Fluctuation Analysis | 0.023219 |
Higuchi Fractal Dimension | < 0.000001 |
Hjorth Mobility and Complexity | < 0.000001 |
Fisher Information | < 0.000001 |