Table 6 Performance of frailty classification algorithms
From: Systematic design of health monitoring systems centered on older adults and ADLs
Service | Accuracy | F1-score | Sensitivity | Specificity |
|---|---|---|---|---|
knn1: AnalyticsService | 0.9917641 | 0.9837171 | 0.9764216 | 0.9947197 |
svm1: AnalyticsService | 0.9670102 | 0.9364576 | 0.9108271 | 0.9779242 |
rf1: AnalyticsService | 0.8461648 | 0.6960141 | 0.6244533 | 0.8733734 |
nb1: AnalyticsService | 0.6621256 | 0.4960688 | 0.4353061 | 0.7659894 |