Table 2 Experimental results on the short-time emotional response using NARI point-process models implementing quadratic and cubic autoregressive functions. For each subject, the accuracy of SVM classification is expressed in percentage considering the arousal, valence and self-reported emotion classification cases. The accuracy on the 4-class emotion classification case is shown as “Emotion on Arousal-Valence Plane”
From: Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics
Subjects | Emotion on Arousal-Valence Plane | Arousal | Valence | Emotion Self-Report |
|---|---|---|---|---|
1 | 75.86 | 84.15 | 75.31 | 70.00 |
2 | 78.19 | 80.77 | 83.33 | 68.24 |
3 | 77.57 | 87.80 | 70.37 | 63.86 |
4 | 79.31 | 85.37 | 77.78 | 67.05 |
5 | 67.24 | 84.15 | 66.67 | 61.43 |
6 | 89.47 | 86.42 | 83.75 | 66.67 |
7 | 81.48 | 91.67 | 76.62 | 72.23 |
8 | 73.68 | 87.65 | 76.25 | 64.41 |
9 | 84.21 | 69.14 | 73.75 | 55.00 |
10 | 67.86 | 82.50 | 58.97 | 60.26 |
11 | 75.44 | 74.07 | 75.00 | 70.00 |
12 | 87.72 | 83.95 | 80.00 | 71.08 |
13 | 67.24 | 76.83 | 75.31 | 70.89 |
14 | 82.76 | 82.93 | 81.48 | 82.67 |
15 | 81.03 | 81.71 | 72.84 | 69.57 |
16 | 75.86 | 69.51 | 75.31 | 63.38 |
17 | 85.19 | 90.91 | 81.82 | 82.28 |
18 | 84.48 | 76.83 | 87.65 | 73.26 |
19 | 77.59 | 74.39 | 79.01 | 63.16 |
20 | 82.76 | 82.93 | 76.54 | 67.05 |
21 | 75.86 | 85.37 | 81.48 | 68.06 |
22 | 77.59 | 89.02 | 74.07 | 70.27 |
23 | 94.83 | 80.49 | 90.12 | 86.15 |
24 | 87.93 | 84.15 | 80.25 | 75.00 |
25 | 84.21 | 75.31 | 68.75 | 53.33 |
26 | 76.36 | 75.95 | 67.94 | 54.67 |
27 | 70.69 | 80.49 | 77.78 | 60.92 |
28 | 71.93 | 77.78 | 76.25 | 71.01 |
29 | 84.21 | 83.95 | 78.75 | 66.25 |
30 | 80.36 | 68.75 | 79.75 | 65.12 |
