Multimodal Classification Technique for Fall Detection of Alzheimer’s Patients by Integration of a Novel Piezoelectric Crystal Accelerometer and Aluminum Gyroscope with Vision Data

Table 3

Evaluated results of up fall detection dataset.

	Accuracy (%)	Precision (%)	Recall (%)	F1 score (%)
Martinez-Villaseñor et al. [10]	96.4	84.23	81.48	82.31
Gjoreski et al. [17]	98.03	85.77	79.42	82.47
Chahyati and Hawari [31]	98.31	95.64	95.29	95.44
Proposed model	99.2	98.3	99.1	98.4