Table 10.

Selected features ordered by their median rank over every fold computed during the LOSO procedure for valence classification.

Rank	Feature
1	EEG MPC PCA 8
2	EEG MPC PCA 6
3	EEG MPC PCA 11
4	EEG MPC PCA 7
5	EEG MPC PCA 10
6	EEG MPC PCA 12
7	EEG MPC PCA 9
8	EEG Band Power PCA 3
9	EEG Band Power PCA 4
10	EEG MPC PCA 2