Mobile Information Systems / 2017 / Article / Tab 2

Research Article

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

Table 2

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

NFeAnHaSuSa

Actual/predicted
 Neutral98131281012
60.5%8.02%0.62% %17.28%6.18%%7.40%
 Fear06211326
0%66.67%1.07%1.07%3.23%27.96%
 Anger71390016
11.11%1.59%61.9%0%0%25.4%
 Happiness110012900
7.85%0%0%92.15%0%0%
 Surprise11225970
0.1%10.6%1.8%4.5%83%0%
 Sadness4170242
7.1%1.8%12.5%0%3.6%75%

Actual/predicted - 10
 Neutral43001535
65.15%0%0%22.73%4.54%7.58%
 Fear0341019
0%75.6%2.2%0%2.2%20%
 Anger41250011
9.75%2.44%60.98%0%0%26.83%
 Happiness4006700
5.64%0%0%94.36%0%0%
 Surprise0110460
0%2.08%2.08%0%95.84%0%
 Sadness0140123
0%3.45%13.79%0%3.45%79.31%

N (Neutral), Fe (Fear), An (Anger), Ha (Happiness), Su (Surprise), and Sa (Sadness).

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