Machine-Learning-Based Human Fall Detection Using Contact- and Noncontact-Based Sensors

Table 5

Summary of results of architectures implemented in case of RGB Images from a frontal view.

Architecture used	Accuracy (%)	Precision (%)	Sensitivity (%)	Specificity (%)	F1-Score (%)
VGG-16	96.58	94.26	98.78	94.39	96.65
Xception	97.80	96.44	96.34	94.39	97.02
DenseNet	99.85	99.87	99.82	99.88	99.84