Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Classification report using the ensemble learning-based approach.
| Class | Precision | Recall | F1-Score | Support |
|---|---|---|---|---|
| up the stairs | 0.98 | 0.94 | 0.96 | 268 |
| down the stairs | 1.00 | 0.96 | 0.98 | 199 |
| walk | 0.98 | 0.99 | 0.99 | 702 |
| run | 0.98 | 1.00 | 0.99 | 372 |
| sit | 1.00 | 1.00 | 1.00 | 345 |
| fall-right | 1.00 | 1.00 | 1.00 | 5 |
| fall-left | 0.86 | 1.00 | 0.92 | 6 |
| fall-front | 1.00 | 1.00 | 1.00 | 6 |
| fall-back | 1.00 | 0.90 | 0.95 | 10 |
| lying | 1.00 | 1.00 | 1.00 | 394 |
| macro avg | 0.98 | 0.98 | 0.98 | 2307 |
| weighted avg | 0.99 | 0.99 | 0.99 | 2307 |
