TABLE 12. Model Performance With All Features (Obesity).
| Model | Accuracy | Sensitivity | Specificity | Precision | F1 |
|---|---|---|---|---|---|
| Random forest | 0.967 | 0.906 | 0.992 | 0.978 | 0.941 |
| Decision tree | 0.953 | 0.908 | 0.971 | 0.927 | 0.918 |
| LDA | 0.834 | 0.572 | 0.940 | 0.793 | 0.665 |
| AdaBoost | 0.867 | 0.707 | 0.931 | 0.806 | 0.753 |
| DNN | 0.886 | 0.734 | 0.942 | 0.823 | 0.776 |