Table 2. Comparison of classification accuracy %.

	Without baseline signal DE	All baseline signal DE	Mean of baseline signal DE	Last second baseline signal DE
Arousal	69.96	89.08	89.53	95.59
Valence	67.58	88.86	88.74	95.45