Table 4.
Most frequently selected top 10 ranking features
| Ranking | Feature name | Feature type | Location | Frequency |
|---|---|---|---|---|
| 1 | Local binary pattern | Texture | Epithelium | 38% |
| 2 | Red-blue difference | Color | Cytoplasm | 34% |
| 3 | Red-blue difference | Color | Epithelium | 54% |
| 4 | Mean nuclei size | Morphology | Nuclei | 28% |
| 5 | Local binary pattern | Texture | Cytoplasm | 28% |
| 6 | Fractal Dimension | Texture | Epithelium | 16% |
| 7 | Local binary pattern | Texture | Cytoplasm | 14% |
| 8 | Transformed RGB Histogram | Color | Epithelium | 16% |
| 9 | Mean nuclei solidity | Morphology | Nuclei | 12% |
| 10 | Mean nuclei solidity | Morphology | Nuclei | 10% |