Table 3 Confusion matrix 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 | Upstairs | Standing | Sitting | Running | Downstairs | Walking | Bicycle |
|---|---|---|---|---|---|---|---|
Upstairs | 0.94 | 0.00 | 0.00 | 0.01 | 0.05 | 0.00 | 0.00 |
Standing | 0.00 | 0.99 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
Sitting | 0.00 | 0.00 | 0.99 | 0.00 | 0.00 | 0.00 | 0.00 |
Running | 0.02 | 0.00 | 0.00 | 0.90 | 0.02 | 0.05 | 0.00 |
Downstairs | 0.02 | 0.02 | 0.00 | 0.01 | 0.94 | 0.00 | 0.00 |
Walking | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 |
Bicycle | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 |