Table 2 Classification of emotions for each participant using MLPNN
From: Emotion recognition based on EEG features in movie clips with channel selection
Participants | Accuracy (%) | Specificity (%) | Sensitivity (%) |
|---|---|---|---|
1 | 77.5 | 78.9 | 76.2 |
2 | 72.5 | 76.4 | 69.5 |
3 | 80 | 89.4 | 74.1 |
4 | 7 | 64.2 | 83.3 |
5 | 80 | 100 | 71.4 |
6 | 75 | 81.2 | 70.8 |
7 | 90 | 100 | 83.3 |
8 | 80 | 80 | 80 |
9 | 60 | 62.5 | 58.3 |
10 | 65 | 63.6 | 66.6 |
11 | 80 | 74.1 | 89.4 |
12 | 85 | 93.7 | 79.1 |
13 | 75 | 91.6 | 67.8 |
14 | 67.5 | 62.9 | 76.9 |
15 | 80 | 87.5 | 75 |
16 | 72.5 | 76.4 | 69.5 |
17 | 80 | 80 | 80 |
18 | 77.5 | 86.6 | 72 |
19 | 80 | 100 | 71.4 |
20 | 77.5 | 78.9 | 76.1 |
Average | 77.14 | 92 | 76.75 |