Table 6.

Classification report of the best-performing model, i.e., DeepConvLSTM with a window size of 2 s.

Activity	Precision	Recall	F1-Score	Support
lying	0.985	0.999	0.992	6010
sitting/standing	0.986	0.997	0.992	13,518
walking	0.987	0.967	0.977	14,262
ascending stairs	0.907	0.937	0.922	3285
descending stairs	0.970	0.959	0.965	2940
running	0.998	0.996	0.997	6624
accuracy			0.981	46,639
macro avg	0.972	0.976	0.974	46,639
weighted avg	0.981	0.981	0.981	46,639