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

Table 7

Summary of results of architectures implemented in case of optical flow images from the lateral view.

Architecture used	Accuracy (%)	Precision (%)	Sensitivity (%)	Specificity (%)	F1-Score (%)
VGG-16	94.125	90.57	98.5	89.75	94.37
Xception	96.125	93.617	99.00	93.25	96.23
DenseNet	96.00	94.66	97.5	94.5	96.05