Research Article
[Retracted] Painting Classification in Art Teaching under Machine Learning from the Perspective of Emotional Semantic Analysis
Table 2
The effect of Emotional Semantics on different types of painting when selecting training sets.
| Training set proportion | Training set proportion | Character class | Architecture | Landscape |
| ≤0.5 | 0.1 | 0.752 | 0.794 | 0.884 | 0.2 | 0.754 | 0.805 | 0.915 | 0.3 | 0.779 | 0.807 | 0.917 | 0.4 | 0.785 | 0.837 | 0.928 | 0.5 | 0.798 | 0.859 | 0.925 |
| >0.5 | 0.6 | 0.801 | 0.826 | 0.913 | 0.7 | 0.816 | 0.866 | 0.921 | 0.8 | 0.83 | 0.88 | 0.932 | 0.9 | 0.826 | 0.878 | 0.932 | 1 | 0.818 | 0.861 | 0.927 |
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