Research on the Transformation and Innovation of Regional Art Characteristic Elements in Modern Digital Media Art
27. Feb. 2025
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Online veröffentlicht: 27. Feb. 2025
Eingereicht: 08. Okt. 2024
Akzeptiert: 09. Jan. 2025
DOI: https://doi.org/10.2478/amns-2025-0119
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© 2025 Qian Fu, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
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Comparison table of classification accuracy
| Art Type | Paper-cut | New Year pictures | Wood grain |
|---|---|---|---|
| Linear function | 76% | 68.40% | 45.60% |
| Polynomial function | 76% | 30.40% | 45.60% |
| RBF function | 76% | 68.40% | 45.60% |
| Sigmoid function | 38% | 30.40% | 45.60% |
Training time comparison table
| Art Type | Wood grain | New Year pictures | Paper-cut |
|---|---|---|---|
| One-Against-One | 3.015 e-005s | 1.459 e-005s | 2.333 e-005s |
| One-Against-Rest | 7.562 e-005s | 5.092 e-005s | 9.635 e-005s |
| DAG-SVMs | 2.786 e-005s | 1.976 e-005s | 2.751 e-005s |