Analyzing and Predicting Empathy in Neurotypical and Nonneurotypical Users with an Affective Avatar

Table 4

Global (top) and last 10 interactions (bottom) confusion matrixes for nonneurotypical users.

	N	Fe	An	Ha	Su	Sa
Actual/predicted
Neutral	6	5	8	4	2	22
	12.77%	10.64%	17.02%	8.51%	4.26%	46.8%
Fear	1	11	6	0	0	25
	2.33%	25.58%	13.95%	0%	0%	58.14%
Anger	2	3	35	0	1	5
	4.35%	6.52%	76.09%	0%	2.17%	10.87%
Happiness	10	7	7	92	15	1
	7.58%	5.3%	5.3%	69.7%	11.36%	0.76%
Surprise	2	13	2	11	31	5
	3.13%	20.31%	3.13%	17.19%	48.44%	7.8%
Sadness	0	1	5	0	0	18
	0%	4.17%	20.83%	0%	0%	75%
Actual/predicted - 10
Neutral	6	2	4	2	1	13
	21.43%	7.14%	14.29%	7.14%	3.57%	46.43%
Fear	0	3	1	0	0	13
	0%	17.65%	5.88%	0%	0%	76.47%
Anger	0	2	19	0	0	2
	0%	8.7%	82.6%	0%	0%	8.7%
Happiness	9	5	2	51	7	0
	12.16%	6.76%	2.7%	68.92%	9.46%	0%
Surprise	0	5	0	4	14	0
	0%	21.74%	0%	17.39%	60.87%	0%
Sadness	0	0	4	0	0	9
	0%	0%	30.77%	0%	0%	69.23%