Table 2.

Classification report using the automatic feature extraction based approach.

Class	Precision	Recall	F1-Score	Support
up the stairs	0.91	0.81	0.85	268
down the stairs	0.77	0.35	0.48	199
walk	0.77	0.96	0.86	702
run	0.97	0.82	0.89	372
sit	0.94	1.00	0.97	345
fall-right	1.00	0.80	0.89	5
fall-left	1.00	1.00	1.00	6
fall-front	1.00	0.83	0.91	6
fall-back	1.00	0.70	0.82	10
lying	0.99	1.00	1.00	394
macro avg	0.93	0.83	0.87	2307
weighted avg	0.88	0.88	0.87	2307