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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