Table 1 Evaluation measures of ML model on 7 daily life activities using Ten-fold cross validation
From: A collaborative healthcare framework for shared healthcare plan with ambient intelligence
Activities | Precision | Recall | F-score | Accuracy |
|---|---|---|---|---|
Walking | 98.4 | 99.5 | 0.98 | 99.5 |
Running | 97.2 | 89.6 | 0.93 | 89.6 |
Upstairs | 88.7 | 93.6 | 0.91 | 93.6 |
Downstairs | 88.6 | 94.3 | 0.91 | 94.3 |
Standing | 98.7 | 99.1 | 0.98 | 99.1 |
Sitting | 100.0 | 99.3 | 0.99 | 99.3 |
Bicycle | 99.9 | 100.0 | 1.00 | 100.0 |
Average | 97.9 | 97.8 | 0.98 | 97.8 |