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Table 1 AMIGOS 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* [7, 9]

57

58.5

SVM [11]

68.0

66.3

ELM [12]

83.9

82.8

XGB [11]

80.1

68.4

HDC late fusion [9]

83.2

70.1

HDC early fusion

87.1

80.5

  1. *F1 score. Accuracy value not available