Table 3. Stress severity dataset results.
Severity dataset | ||||||||
---|---|---|---|---|---|---|---|---|
Performance metrics |
Accuracy % |
Precision % |
Recall % |
F1-Score % |
||||
α | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 2 |
AlexNet | 88.14 | 88.14 | 83.55 | 84.89 | 85.30 | 84.61 | 84.28 | 84.62 |
VGG16 | 89.33 | 89.72 | 84.17 | 84.83 | 83.17 | 85.18 | 83.58 | 84.83 |
ResNet50 | 86.96 | 90.11 | 83.21 | 86.35 | 74.30 | 79.51 | 77.06 | 81.84 |
Notes.
The best result for each evaluation metric is highlighted in bold.