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. 2020 Dec 25;21(1):91. doi: 10.3390/s21010091

Table 3.

Classification performance of randomly selected template exercise segments (50 iterations).

F1 Value (SD: Standard Deviation) of Each Exercise Mean Accuracy
Running Walking Jumping Push-Ups Sit-Ups
Position Ear 0.757 0.803 0.696 0.700 0.880 0.784
(0.178) (0.156) (0.238) (0.218) (0.112) (0.100)
Chest 0.952 0.988 0.905 1.000 0.991 0.972
(0.111) (0.035) (0.196) (0.001) (0.006) (0.044)
Upper arm 0.914 0.964 0.937 0.882 0.853 0.931
(0.039) (0.021) (0.090) (0.100) (0.185) (0.031)
Wrist 0.809 0.878 0.778 0.745 0.915 0.835
(0.096) (0.054) (0.151) (0.144) (0.131) (0.056)