Mobile Information Systems / 2017 / Article / Tab 4

Research Article

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.

NFeAnHaSuSa

Actual/predicted
 Neutral6584222
12.77%10.64%17.02%8.51%4.26%46.8%
 Fear11160025
2.33%25.58%13.95%0%0%58.14%
 Anger2335015
4.35%6.52%76.09%0%2.17%10.87%
 Happiness107792151
7.58%5.3%5.3%69.7%11.36%0.76%
 Surprise213211315
3.13%20.31%3.13%17.19%48.44%7.8%
 Sadness0150018
0%4.17%20.83%0%0%75%

Actual/predicted - 10
 Neutral6242113
21.43%7.14%14.29%7.14%3.57%46.43%
 Fear0310013
0%17.65%5.88%0%0%76.47%
 Anger0219002
0%8.7%82.6%0%0%8.7%
 Happiness9525170
12.16%6.76%2.7%68.92%9.46%0%
 Surprise0504140
0%21.74%0%17.39%60.87%0%
 Sadness004009
0%0%30.77%0%0%69.23%

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