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. 2022 Oct 6;16:1024316. doi: 10.3389/fnins.2022.1024316

TABLE 3.

Classification accuracy of deap dataset based on different recognition models.

Stimulus Classifier Emotions Subjects Accuracy
Video GELM 4 32 69.67
Audio MLP 4 30 78.11
Video Nearest neighbour 4 32 73.62
Video Domain-adaptation 5 14 39.05
Video SVM Valence-dominance 10 63.04
Video K-NN 2 30 69.50