| SVM | Precision | Recall | F1 score | Accuracy |
| Normal | 100% | 100% | 100% |
|
| fatigue | 88% | 56% | 0.77 |
|
| extreme fatigue | 69% | 93% | 79% |
|
| Total |
|
|
| 84% |
| RF | Precision | Recall | F1 score | Accuracy |
| Normal | 100% | 100% | 100% |
|
| fatigue | 83% | 70% | 76% |
|
| extreme fatigue | 76% | 86% | 81% |
|
| Total |
|
|
| 86% |
| DF | Precision | Recall | F1 score | Accuracy |
| Normal | 100% | 100% | 100% |
|
| fatigue | 89% | 85% | 87% |
|
| extreme fatigue | 86% | 90% | 88% |
|
| Total |
|
|
| 92% |