Table 4 Selected and stable features in the SS dataset
From: Feature stability and setup minimization for EEG-EMG-enabled monitoring systems
Model | Mean value (Standard deviation) | Stable features [no.] | Selection efficiency [\(\%\)] |
|---|---|---|---|
FeSC-HD | 183 (13.2) | 1 | \(0.5\%\) |
FeSC-HSD-0.6 | 188 (8.2) | 1 | \(0.5\%\) |
FeSC-SD | 182 (11.6) | 3 | \(1.6\%\) |
pFSFS | 79.4 (9.6) | 25 | \(31.5\%\) |