|  | Predicted class | Accuracy (%) | |||||||
---|---|---|---|---|---|---|---|---|---|---|
 |  | Eating | Drinking | Using | Reading | Falling | Lying | Walking | Sitting |  |
 |  |  |  | laptop |  | down | down |  | down |  |
True class | Eating | 49 | 2 | 0 | 0 | 0 | 0 | 0 | 3 | 90.74 |
 | Drinking | 3 | 46 | 1 | 3 | 0 | 0 | 0 | 1 | 85.19 |
 | Using laptop | 1 | 1 | 45 | 3 | 0 | 0 | 0 | 2 | 86.54 |
 | Reading | 0 | 2 | 4 | 46 | 0 | 0 | 0 | 0 | 88.46 |
 | Falling down | 0 | 0 | 0 | 0 | 50 | 4 | 0 | 0 | 92.59 |
 | Lying down | 0 | 0 | 0 | 0 | 4 | 49 | 0 | 0 | 92.45 |
 | Walking | 1 | 0 | 3 | 4 | 0 | 0 | 67 | 0 | 89.33 |
 | Sitting down | 2 | 0 | 2 | 2 | 0 | 0 | 0 | 69 | 92.00 |