Table II.

Summary statistics of data used in experiments.

Home	Event type	#Sensor events	#Anomalous sensor events
2	nocturia	86,100	833 (0.97%)
2	nocturia	94,457	891 (0.94%)
2	nocturia	99,062	1,956 (1.97%)
2	nocturia	94,148	1,857 (1.97%)
5	nocturia	112,449	543 (0.48%)
5	nocturia	113,533	186 (0.16%)
2	fall	110,088	110 (0.01%)
2	fall	135,112	65 (0.05%)
4	fall	170,482	36 (0.02%)
4	fall	165,035	96 (0.06%)
3	Depression (event: not sleeping well)	45,311	114 (0.25%)
3	Depression (event: not sleeping well)	50,708	41 (0.08%)
3	Depression (event: less time out of home)	51,926	231 (0.44%)
3	Depression (event: less time out of home)	51,926	15,895 (30.61%)
3	Depression (event: less time out of home)	54,004	157 (0.29%)
3	Depression (event: less time out of home)	220,415	12 (0.01%)
1	Depression (event: slower walking)	63,980	394 (0.62%)
1	Depression (event: slower walking)	48,718	264 (0.54%)
1	Depression (event: more time in chair)	65,196	511 (0.78%)
1	Depression (event: more time in chair)	47,100	271 (0.58%)
1	Weakness	72,532	640 (0.88%)
1	Weakness	57,294	2001 (3.49%)
1	Weakness	52,129	761 (1.46%)
2	Weakness	80,284	7,903 (9.84%)
2	Weakness	79,222	711 (0.90%)
2	Weakness	66,648	673 (1.01%)
Total		2,287,859	373,152 (0.02%)