A Pervasive Approach to EEG-Based Depression Detection

Table 2

Features used in the feature extraction process.

Name	Property
Centroid frequency	Linear features
Relative centroid frequency
Absolute centroid frequency
Relative power
Absolute power
Peak
Variance
Skewness
Kurtosis
Hjorth
Power-Spectrum Entropy	Nonlinear features
Shannon Entropy
Correlation Dimension
C0-complexity
Kolmogorov Entropy