Research Article
The Impact of Pixel Resolution, Integration Scale, Preprocessing, and Feature Normalization on Texture Analysis for Mass Classification in Mammograms
Table 4
Best AUC value for each texture analysis method and the configuration that yields it considering the experiments in Sections
3.1,
3.2, and
3.3.
| Method | Best value | Res (m) | IS | Classifier | Preprocessing | Nor. |
| LBP | | 800 | | | | | LDN | | 600 | | | | | HOG | | 600 | | | | | HAR | | 200 | | | | | GF | | 200 | | | | |
|
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