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. 2023 Mar 21;9:e1285. doi: 10.7717/peerj-cs.1285

Table 1. Video-based classification.

We can find that the proposed classification fusion model performs better than the single-mode recognition method in all aspects.

Motion1 Motion2 Motion3 Motion4 Mean
Pre 95% 90% 90% 95% 92.5%
Rec 95% 90% 85.7% 100% 92.7%
F1 95% 90% 87.8% 97.4% 92.6%