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Ensemble Learning Model for EEG Based Emotion Classification classification. Furthermore, by the best model we can classify four emotional regions in the valance-arousal plane: HVHA, HVLA, LVHA and LVLA can be classified. The experimental results show that among all the three deep learning models, 1D-CNN-GRU achieved the highest training accuracy of 96.54% a