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. 2020 Nov 12;20(22):6467. doi: 10.3390/s20226467

Table 5.

Performance results of model classification.

Activity Precision Recall Specificity Balanced Accuracy F1-Score
Sleeping 0.99 1 0.94 0.97 0.9966
String movement 0.96 0.94 0.99 0.97 0.9527
Weak movement 0.97 0.90 0.99 0.95 0.9349
External
force
1 0.89 1 0.95 0.9468
Avg.
(std.)
0.98
(0.018)
0.93
(0.049)
0.98
(0.027)
0.96
(0.011)
0.95
(0.026)