TASG: An Augmented Classification Method for Impersonal HAR

Table 9

Performance comparison with and without TASG on the HASC-PAC2016 dataset.

	Accuracy	Precision	Recall	F1 score
SVM	0.5981	0.5966	0.5937	0.5951
TASG-SVM	0.6345	0.6285	0.6292	0.6288
RF	0.7139	0.7087	0.7105	0.7096
TASG-RF	0.7441	0.7416	0.7410	0.7413
KNN	0.5321	0.5352	0.5270	0.5311
TASG-KNN	0.5823	0.5680	0.5748	0.5714
RNN	0.6561	0.6511	0.6535	0.6523
TASG-RNN	0.6816	0.6760	0.6786	0.6773