Table 13.

Global classification performance in a simulation of a real scenario.

	Percent Correct		F-Measure
Activity	Classic	Proposal	Classic	Proposal
Go to bed	56.91	60.16	0.00	0.20
Prepare dinner	90.46	96.29	0.51	0.39
Use the toilet	84.84	80.16	0.76	0.82
Get drink	92.54	92.30	0.52	0.52
Leave the house	76.39	78.56	0.82	0.83
Take a shower	92.30	94.13	0.41	0.44
Prepare breakfast	93.86	95.13	0.36	0.50
	83.90	85.25	0.48	0.53