Table 5 Activity recognition performance when operating on both smartphone and smartwatch data
From: The Mining Minds digital health and wellness framework
Activity | SE | SP | PPV | NPV | F-score |
|---|---|---|---|---|---|
Eating | 0.89 | 1.00 | 0.88 | 1.00 | 0.88 |
Running | 0.97 | 1.00 | 0.99 | 1.00 | 0.98 |
Sitting | 0.95 | 0.98 | 0.94 | 0.98 | 0.95 |
Standing | 0.91 | 0.99 | 0.95 | 0.98 | 0.93 |
Walking | 0.99 | 0.99 | 0.98 | 1.00 | 0.99 |
Jogging | 0.98 | 1.00 | 0.98 | 1.00 | 0.98 |
Stretching | 0.97 | 0.99 | 0.92 | 1.00 | 0.94 |
Sweeping | 0.94 | 1.00 | 0.94 | 1.00 | 0.94 |
Lying down | 0.90 | 1.00 | 0.93 | 1.00 | 0.92 |