| Class | Accuracy | Precision | Recall |
| Walk | 71.56% | 89.08% | 91.07% |
| Run | 77.50% | 94.59% | 93.58% |
| Fall | 91.21% | 91.85% | 89.21% |
| average | 80.96% | 91.84% | 91.28% |