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Table 2 DEAP classification accuracy comparison table

From: Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata

Method HV vs. LV (%) HA vs. LA (%)
GaussianNB [8] 57.6 62.0
RBM with SVM [13] 60.7 64.6
MESAE [1] 76.2 77.2
DBN [14] 51.2 68.4
HDC early fusion 76.7 74.2