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

Table 4

Summary of results of architectures implemented in case of RGB images from a lateral view.

Architecture used	Accuracy (%)	Precision (%)	Sensitivity (%)	Specificity (%)	F1-Score (%)
VGG-16	97.19	98.25	96.09	98.29	97.16
Xception	98.04	96.90	99.26	96.82	98.07
DenseNet	98.41	98.53	98.29	98.53	98.41