Emotion Recognition of EEG Signals Based on the Ensemble Learning Method: AdaBoost

Table 1

The DEAP data set signal category and corresponding signal acquisition channel.

Signal category	Signal acquisition channel
EEG signals	Fp1, AF3, F3, F7, FC5, FC1, C3, T7, CP5, CP1, P3, P7, PO3, O1, Oz, Pz, Fp2, AF4, Fz, F4, F8, FC6, FC2, Cz, C4, T8, CP6, CP2, P4, P8, PO4, and O2
EOG signals	Horizontal ophthalmic signal and vertical ophthalmic signal
EMG signals	Zygomatic major signal and trapezius signal
Skin electrical signals	Galvanic skin response
Respiratory band signals	Respiratory band
Body surface scanning signals	Volume scanning