Research Article

Bluetooth-Low-Energy-Based Fall Detection and Warning System for Elderly People in Nursing Homes

Table 5

Summary of the CNN algorithm for each dataset. The CNN was trained on 70% data, validated on 15% and tested on 15% of each dataset.

SisFall (2017)FALLAIID (2021)KFall (2021)
Accuracy95.85%96.07%94.44%93.44%

Precision95.38%93.28%84.48%93.43%
Sensitivity94.34%96.98%89.09%93.30%
-score94.86%95.09%86.72%93.36%