Research Article
Fuzzy Emotional Semantic Analysis and Automated Annotation of Scene Images
Table 6
Annotation accuracy of extended emotional value (very) with seven basic emotional values %.
| | User annotation | Model | Natural | Romantic | Soft | Relaxed | Vibrant | Salubrious | Changeful |
| | Maximum value | BP | 83.7 | 73.6 | 78.0 | 82.7 | 80.4 | 84.4 | 71.8 | | Adaboost-BP | 90.3 | 80.1 | 83.4 | 85.9 | 87.4 | 89.2 | 76.9 |
| | Minimum value | BP | 76.1 | 68.8 | 70.2 | 74.2 | 71.9 | 74.9 | 64.3 | | Adaboost-BP | 81.8 | 72.1 | 76.1 | 80.1 | 78.5 | 80.3 | 72.0 |
| | Average value | BP | 79.2 | 70.6 | 73.4 | 78.4 | 75.8 | 78.1 | 68.3 | | Adaboost-BP | 85.2 | 75.5 | 79.2 | 82.5 | 83.1 | 84.8 | 74.1 |
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