Table 1 Ranking of features obtained by LPM.
From: Automatic Classification of Artifactual ICA-Components for Artifact Removal in EEG Signals
Feature | Weight |
|---|---|
Current Density Norm |
|
Range Within Pattern |
|
Mean Local Skewness 15 s |
|
λ |
|
8-13 Hz |
|
FitError |
|
Border Activation |
|
2DDFT |
|
Spatial Mean Activation Central |
|
Max First Derivative |
|
Variance |
|
k 2 |
|
Spatial Mean Activation Left |
|
Spatial Mean Activation Left Frontal |
|
Laplace-Filter |
|
Mean Local Variance 15 s |
|
14-30 Hz |
|
4-7 Hz |
|
Mean Local Variance 1 s |
|
Spatial Distance of Extrema |
|
Spatial Mean Activation Occipital |
|
k 1 |
|
Maximum Amplitude |
|
y |
|
Spatial Mean Activation Right |
|
Kurtosis |
|
x |
|
0-3 Hz |
|
Deterministic Entropy |
|
Spatial Mean Activation Frontal |
|
z |
|
Variance of Local Variance 1 s |
|
Range |
|
Spatial Mean Activation Right Frontal |
|
Variance of Local Variance 15 s |
|
Mean Local Skewness 1 s |
|
31-45 Hz |
|
Shannon Entropy |
|
