Fold 2 - Understanding why coefficient -428450891 was selected
Tag: LAYERS
Selected Coefficient: -428450891
Taxonomy Path: -0.0.0.0.11
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -428450891 | 0.000002 | -0.0.0.0.11 | -11.0.0.0.0 (-(11*79^4)) | Yes | |
| 0 | 0.000002 | 0 | 0 (0) | No | |
| -3944312 | 0.000004 | -0.0.0.8 | -8.0.0.0 (-(8*79^3)) | No |
These are the training products that have the "LAYERS" tag (processing sequence 4121). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 9432 | Refuse To Lose Navy Blazer | 0 | BLAZERS | 428450891 | none | ||
| 9596 | Walk Through It Light Pink Kimono | -3944312 | KIMONOS | 424506579 | none | ||
| 9781 | Natures Best Ivory Blazer | -428450891 | BLAZERS | 0 | none |