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Confusion matrix of 7 class facial emotion recognition results obtained by ConvNet with LBP on the FER2013 validation test dataset.
| Angry (%) | Disgust (%) | Fear (%) | Happy (%) | Sad (%) | Surprise (%) | Neutral (%) | |
|---|---|---|---|---|---|---|---|
| Angry | 91.1 | 0.2 | 0.2 | 0 | 4.2 | 3.8 | 2.5 |
| Disgust | 5.3 | 89.7 | 3.0 | 2.6 | 1.0 | 0 | 2.4 |
| Fear | 0.24 | 2 | 88.6 | 3.4 | 5.9 | 1.16 | 0.7 |
| Happy | 1.5 | 0 | 2.1 | 95.9 | 0 | 0 | 0.5 |
| Sad | 1.0 | 5.3 | 4.2 | 0 | 88.9 | 0 | 0.6 |
| Surprise | 0.24 | 3.0 | 0.63 | 0 | 0.53 | 94.6 | 1.0 |
| Neutral | 2.12 | 3.8 | 3.27 | 0.3 | 0.79 | 0.44 | 92.3 |
Significant values are in bold.
