Table 8.

Neural network User 2: Confusion Matrix.

		Predicted
		Bathroom Activity	Chores	Cook	Dishwashing	Dress	Eat	Laundry	Make Simple Food	Out Home	Pet	Read	Relax	Shower	Sleep	Take Meds	Watch TV	Work	Other
Actual	Bathroom Activity	0.99	0	0	0	0.01	0	0	0	0	0	0	0	0	0	0	0	0	0
	Chores	0	1.00	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	Cook	0	0	1.00	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	Dishwashing	0	0	0	1.00	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	Dress	0	0	0	0	1.00	0	0	0	0	0	0	0	0	0	0	0	0	0
	Eat	0	0	0	0	0	0.95	0	0	0	0	0	0	0	0	0	0.05	0	0
	Laundry	0	0	0	0	0	0	1.00	0	0	0	0	0	0	0	0	0	0	0
	Make Simple Food	0	0	0.41	0	0	0.01	0	0.52	0	0	0.01	0	0	0.01	0	0.01	0.03	0
	Out Home	0	0	0	0	0.04	0	0	0	0.91	0	0	0.01	0	0.04	0	0	0	0
	Pet	0	0	0	0	0	0	0	0	0	1.00	0	0	0	0	0	0	0	0
	Read	0.01	0.02	0	0	0	0	0	0	0	0	0.54	0	0	0	0	0.42	0	0
	Relax	0	0.01	0	0	0	0	0	0	0	0	0	0.84	0	0	0	0.15	0	0
	Shower	0	0	0	0	0	0	0	0	0	0	0	0	1.00	0	0	0	0	0
	Sleep	0.01	0	0	0	0.03	0	0	0	0	0	0.02	0	0	0.87	0	0.02	0	0.05
	Take Meds	0.02	0	0	0	0.04	0	0	0	0	0	0	0	0	0	0.94	0	0	0
	Watch TV	0	0	0	0	0	0	0.01	0	0	0	0	0.04	0	0	0	0.94	0	0
	Work	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.00	0
	Other	0.01	0.01	0.01	0	0	0.01	0.01	0.01	0	0	0.01	0.06	0	0.13	0	0	0	0.75