TASG: An Augmented Classification Method for Impersonal HAR

Table 8

Performance comparison with and without TASG on the MobiAct dataset.

	Accuracy	Precision	Recall	F1 score
SVM	0.8770	0.7181	0.7150	0.7165
TASG-SVM	0.9055	0.7627	0.7501	0.7563
RF	0.8592	0.7106	0.7049	0.7077
TASG-RF	0.8754	0.7236	0.7110	0.7172
KNN	0.8417	0.7102	0.6949	0.7025
TASG-KNN	0.8677	0.7234	0.6935	0.7081
RNN	0.8823	0.8418	0.8919	0.8661
TASG-RNN	0.9009	0.8425	0.8644	0.8533