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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