TASG: An Augmented Classification Method for Impersonal HAR

Table 7

Performance comparison with and without TASG on the HAPT dataset.

	Accuracy	Precision	Recall	F1 score
SVM	0.9585	0.9099	0.9069	0.9084
TASG-SVM	0.9626	0.9095	0.9071	0.9083
RF	0.9431	0.8829	0.8748	0.8788
TASG-RF	0.9464	0.8965	0.8935	0.8950
KNN	0.9050	0.8341	0.8256	0.8298
TASG-KNN	0.9286	0.8796	0.8639	0.8717
RNN	0.9454	0.8609	0.8711	0.8660
TASG-RNN	0.9583	0.9126	0.9044	0.9085