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Single-wrist comparison of sensitivity/specificity pairs for different analysis methodology. F: feature vector consisting of features of Mazilu et al. (2015b).
| 10-CV | LOSO CV | |||
|---|---|---|---|---|
| Specificity | Sensitivity | Specificity | Sensitivity | |
| F+Decision Tree | 76% | 71% | 79% | 63% |
| F+XGBoost | 79% | 81% | 83% | 70% |
| CNN (DeepFoG) | 90% | 86% | 88% | 83% |
