Prediction of Behavior and Activity of Patients through Wearable Devices Based on Deep Learning

Table 4

Model comparison result.

Algorithm	Walking	Sitting	Running	Climbing stairs	Accuracy
ATCRNN	1.0000	0.9666	0.9666	0.9625	0.9715
StackLSTM	0.9391	0.9966	0.9600	0.9100	0.9487
StackCNN	1.0000	0.8366	0.9600	0.9850	0.9437
CNNLSTM	0.9782	0.9733	0.9600	0.9625	0.9674