Table 2 The number of samples in each category of the DEAP dataset.
From: TPRO-NET: an EEG-based emotion recognition method reflecting subtle changes in emotion
DEAP | Multiple classes | Binary classes | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | l | h | |
Valence | 6780 | 6540 | 8700 | 12,300 | 10,140 | 10,680 | 13,200 | 8460 | 33,360 | 43,440 |
Arousal | 6600 | 6960 | 9000 | 10,020 | 12,780 | 13,860 | 11,760 | 5820 | 31,560 | 45,240 |
Dominance | 5220 | 6600 | 8880 | 9300 | 14,340 | 11,340 | 10,380 | 10,740 | 29,100 | 47,700 |
