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. 2023 Dec 19;24(1):22. doi: 10.3390/s24010022

Table 3.

Comparison of F1 scores between clip-level and frame-level classification results based on clip length.

Decision
Interval
Decision
Unit
F1 Score
T01 T02 T03
5 s Frame level 0.950 0.900 0.918
Clip level 1.000 0.971 1.000
4 s Frame level 0.953 0.893 0.917
Clip level 1.000 0.952 0.990
3 s Frame level 0.943 0.896 0.919
Clip level 1.000 0.953 0.977
2 s Frame level 0.939 0.880 0.899
Clip level 0.993 0.937 0.980
1 s Frame level 0.916 0.853 0.856
Clip level 0.964 0.902 0.935