Table 2 Comparison of the results for the three classifier method
Classifier Scheme | Ingroup Fall Sensitivity (N = 140) | Outgroup Fall Sensitivity (N = 85) | Routine ADL Specificity (N = 450) | Exercise ADL Specificity (N = 381) |
|---|---|---|---|---|
ARBF | 95.56% | 92.94% | 99.78% | 96.06% |
MLP | 97.14% | 95.29% | 99.33% | 95.28% |
Ensemble MLP + ARBF | 98.57% | 97.65% | 99.56% | 96.85% |