Table 4.

A sample of the final dataset output.

Timestamp	Bed Table Lamp	Bed	Bathroom Light	Bathroom Door	…	Activity
2016-04-01 08:00:00	0	1	0	0	…	sleep
2016-04-01 08:00:01	0	1	0	0	…	sleep
2016-04-01 08:00:02	0	1	0	0	…	sleep
2016-04-01 08:00:03	0	1	0	0	…	sleep
2016-04-01 08:00:04	1	1	0	0	…	sleep
2016-04-01 08:00:05	1	0	0	0	…	sleep
2016-04-01 08:00:06	1	0	0	1	…	personal
2016-04-01 08:00:07	1	0	0	1	…	personal
2016-04-01 08:00:08	1	0	1	1	…	personal
2016-04-01 08:00:09	1	0	1	1	…	personal
2016-04-01 08:00:10	1	0	1	1	…	personal
⋮	⋮	⋮	⋮	⋮	⋮