Table 5 Classifier validation procedure for activity recognition: summary table
# | Classifier | Acronym | Sensors | Validation |
|---|---|---|---|---|
1 | Event + Behavior FIS | H-FIS | Inertial and barometric | Full dataset |
2 | FIS Salarian et al. | FIS-IMUBP | Inertial and barometric | Full dataset |
3 | Event FIS | Event-FIS | Inertial and barometric | Full dataset |
4 | FIS Salarian et al. | FIS-IMU | Inertial | Full dataset |
5 | Epoch-based model | EPOCH | Inertial | Cross validation |